Datasets:
TerminatorJ
/
xenium_25_lung_dataset_frac10_val

Dataset card Data Studio Files
xet
Community
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validation
aaabfbek-1
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aaabfbek-1
[ "RTKN2", "RNASE1", "ICAM1", "AGER", "CCN2", "EPAS1", "EPCAM", "ITGA3", "IFIT3", "PDIA3", "PTGDS", "HSPA5", "VEGFA", "HLA-DRA", "SFTPC", "NKX2-1", "SSR3", "CTNNB1", "EGFR", "SFTPD", "CD44", "FN1", "IFIT1", "OAS2", "JCHAIN", "PKM", "NAPSA", "KDR", "KRT18", "VIM", "TOP1", "SOD2", "KRT8", "CD69", "MYC", "COL3A1", "RHOA", "LUM", "FCN3", "ITGB1", "NUTF2", "PCNA", "PGC", "ACTA2", "PECAM1", "PDIA6", "XBP1", "AKR1C2", "SPARCL1", "GNG11", "SPCS2", "BCL2L1", "CD274", "HMGA1", "IFIT2", "HLA-DQB1", "SPCS3", "STAT1" ]
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AT1
VUILD110
[ 1, 1, 0.85, 0.85, 0.7, 0.7, 0.5499999999999999, 0.5499999999999999, 0.5499999999999999, 0.5499999999999999, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]
[ -1, -1, 1, 0.83, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.8, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, 0, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.5, -1, -1, -1, -1, 0.6, 0.75, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, 0.5, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, 0.67, 0, -1, 1, -1, 0.67, -1, 0.5, 1, 0.75, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.5, -1, -1, -1, -1, 0, -1, -1, 0.5, 0.5, -1, -1, -1, -1, -1, -1, -1, 0.5, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, 0, -1, -1, -1, 0.67, -1, -1, 0, 0.5, -1, -1, 1, -1, -1, -1, 0.5, -1, 1, 1, 0, -1, -1, 0.5, -1, -1, -1, -1, -1, -1, 0.33, -1, -1, -1, -1, 1, 0.38, -1, 0.62, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, 0, 1, 0, -1, -1, -1, 0.33, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.67, 0.5, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1 ]
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VUILD110_aaabfbek-1
T4
[ [ 0, 0, 0, 46.296295166015625, 185.1851806640625, 0, 0, 46.296295166015625, 46.296295166015625, 0, 0, 0, 0, 0, 138.88888549804688, 0, 0, 0, 46.296295166015625, 0, 0, 0, 0, 92.59259033203125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 92.59259033203125, 0, 0, 0, 0, 185.1851806640625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 138.88888549804688, 509.2592468261719, 0, 0, 0, 0, 0, 0, 0, 0, 92.59259033203125, 0, 46.296295166015625, 46.296295166015625, 0, 0, 0, 0, 0, 0, 92.59259033203125, 0, 0, 0, 0, 0, 231.48147583007812, 0, 0, 0, 0, 0, 0, 0, 92.59259033203125, 0, 46.296295166015625, 0, 0, 0, 138.88888549804688, 138.88888549804688, 0, 46.296295166015625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 46.296295166015625, 0, 92.59259033203125, 0, 0, 185.1851806640625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 46.296295166015625, 0, 0, 46.296295166015625, 46.296295166015625, 0, 0, 0, 0, 0, 0, 92.59259033203125, 555.5555419921875, 46.296295166015625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 92.59259033203125, 0, 0, 46.296295166015625, 0, 231.48147583007812, 46.296295166015625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 185.1851806640625, 0, 0, 0, 0, 0, 0, 0, 0, 46.296295166015625, 46.296295166015625, 0, 0, 0, 138.88888549804688, 0, 0, 0, 0, 0, 0, 0, 0, 509.2592468261719, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 46.296295166015625, 0, 0, 0, 0, 46.296295166015625, 92.59259033203125, 46.296295166015625, 92.59259033203125, 0, 46.296295166015625, 0, 0, 0, 0, 46.296295166015625, 138.88888549804688, 138.88888549804688, 0, 0, 0, 0, 0, 92.59259033203125, 0, 0, 0, 0, 0, 92.59259033203125, 138.88888549804688, 0, 0, 0, 0, 138.88888549804688, 231.48147583007812, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1527.7777099609375, 46.296295166015625, 46.296295166015625, 0, 0, 92.59259033203125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 138.88888549804688, 0, 0, 0, 324.0740661621094, 0, 46.296295166015625, 0, 0, 0, 46.296295166015625, 138.88888549804688, 138.88888549804688, 0, 0, 0, 46.296295166015625, 0, 0, 0, 0, 0, 0, 46.296295166015625, 0, 0, 0, 0, 0, 0, 0, 46.296295166015625, 0, 46.296295166015625, 92.59259033203125, 92.59259033203125, 231.48147583007812, 231.48147583007812, 0, 0, 0, 0, 0, 0, 0, 0, 185.1851806640625, 46.296295166015625, 0 ] ]
validation
aaaabako-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaabako-1
[ "SCGB3A2", "ICAM1", "MGST1", "CEACAM6", "SPARCL1", "DCN", "VEGFA", "VIM", "ITGB1", "RNASE1", "CD44", "KRT8", "FN1", "AGR3", "XBP1", "STAT6", "CEACAM5", "PTGDS", "PDIA3", "SOD2", "EPAS1", "EPCAM", "STAT1", "RHOA", "LUM", "PDIA4", "ATF4", "SFTA2", "CTNNB1", "COL1A2", "ITGA3", "NOX4", "NUTF2", "PRDX4", "UQCRHL", "FGF7", "HYOU1", "CD34", "DUOX1", "BCL2L1", "UGDH", "PKM", "FGF10", "TOP1", "HERPUD1", "NUCB2", "ITGAV", "ITGB6", "YAP1", "NKX2-1", "AKR1C1", "SELENOS", "SEC11C", "AKR1C2", "COL4A3", "CPA3", "PDGFRB", "HIST1H1C", "ERLEC1", "HIF1A", "TGFB1", "UBE2J1", "SSR3", "EHMT1", "OAS3", "IDH1", "SPCS3", "AGER", "UCHL3", "MYDGF", "LPAR1", "AXIN2", "LMAN1" ]
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AT1
VUHD116A
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VUHD116A_aaaabako-1
T3
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validation
aaaafljm-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaafljm-1
[ "ICAM1", "SFTPD", "SFTPC", "KRT18", "CEACAM6", "ITGAV", "RNASE1", "DMBT1", "VIM", "ATF4", "PGC", "KRT8", "COL1A1", "XBP1", "ITGA3", "COL3A1", "EPCAM", "MGST1", "VEGFA", "FN1", "NAPSA", "CTNNB1", "ITGB1", "PDIA3", "PDIA4", "AGR3", "NKX2-1", "HERPUD1", "RTKN2", "CD44", "LUM", "HYOU1", "LAMP3", "COL1A2", "PDIA6", "HSPA5", "EHMT1", "YAP1", "PRDX4", "AGER", "STAT6", "ITGB6", "HIF1A", "TTC19", "UBE2J1", "EPAS1", "DUOX1", "SOX4", "CST3", "CDK1", "CEACAM5", "HLA-DRA", "BCL2L1", "IRF1", "WNT5A", "IDH1", "FKBP11", "FGF7", "PKM", "FAS", "LMAN1", "NUCB2", "SSR3", "STAT1", "HAS2", "ACTA2", "AKR1C2", "PDGFRA", "AIF1", "SEC11C", "AKR1C1", "DNAJB9", "MYDGF", "WWTR1", "PLIN2", "EGFR", "RHOA", "FAP", "HLA-DQB1", "ERLEC1", "GSR", "SNAI2", "BANK1", "MANF", "CCN2", "AXIN2", "CD3D", "SPRY2", "SPCS3", "LYZ", "UQCRHL", "CCL18", "TPSAB1", "CCL2", "BMPR2", "KRT6A", "MS4A7", "SMAD4", "SLC7A11", "IFIT3" ]
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AT1
VUILD102MF
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VUILD102MF_aaaafljm-1
T3
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validation
aaaadcnd-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaadcnd-1
[ "VIM", "RHOA", "ICAM1", "RTKN2", "EPCAM", "PGC", "HIST1H1C", "KRT8", "HSPA5", "CD44", "CEACAM5", "CEACAM6", "SFTPC", "MSLN", "NKX2-1", "STAT1", "ATF3", "SFTPD", "AGER", "KRT18", "PDIA3", "BCL2L1", "NAPSA", "HLA-DRA", "LAMP3", "RNASE1", "VEGFA", "CTNNB1", "EPAS1", "SOD2", "PECAM1", "HLA-DQA1", "EGFR", "SPCS3", "DMBT1", "SMAD4", "GSR", "FAS", "GNG11", "NFKB1", "S100A9", "FN1", "MGST1", "COL4A3", "ZEB1", "IRF1", "ANKRD28", "YAP1", "BMPR2", "ITGB6", "IFIT3", "ITGA3", "ITGB1", "LUM", "LMAN1", "AGR3", "CCN2", "CD14", "KDR", "XBP1", "STAT6" ]
[ 9, 7, 3, 6, 603, 468, 275, 473, 194, 433, 260, 328, 272, 100, 116, 117, 506, 384, 404, 542, 45, 507, 21, 324, 426, 58, 394, 263, 332, 469, 602, 151, 193, 526, 431, 261, 182, 532, 177, 519, 247, 206, 238, 400, 481, 225, 369, 137, 621, 296, 31, 620, 61, 308, 280, 301, 306, 353, 346, 22, 76, 80, 312, 619, 544 ]
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AT1
VUILD96LF
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VUILD96LF_aaaadcnd-1
T3
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validation
aaaaalkf-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaaalkf-1
[ "SFTPC", "SFTPD", "HLA-DRA", "ICAM1", "STAT1", "SCGB3A2", "KRT18", "RHOA", "PGC", "ATF4", "HLA-DQA1", "PDIA3", "LUM", "MMP7", "MGST1", "PTGDS", "XBP1", "NAPSA", "SELENOS", "WWTR1", "SOD2", "EPAS1", "EPCAM", "KRT8", "CD44", "LAMP3", "NKX2-1", "GSR", "CST3", "BCL2L1", "ACTA2", "RNASE1", "VIM", "RTKN2", "VEGFA", "STAT6", "AKR1C1", "ERLEC1", "DCN", "DMBT1", "DNAJB9", "FN1", "DUOX1", "HIST1H1C", "IFIT3", "HIF1A", "HLA-DQB1", "YAP1", "IL7R", "ITGA3", "WFDC2", "UBE2J1", "TPSAB1", "SPCS3", "SPARCL1", "SFTA2", "PKM", "PDIA6", "PCNA", "NUTF2", "CTNNB1", "MSLN", "MS4A7", "LYZ", "KRT17", "ITGB6", "ITGB1", "IRF1", "MYC", "ZEB1", "CEACAM5", "CA4", "AIF1", "ANKRD28", "AXL", "AXIN2", "AGER" ]
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AT1
VUILD96LF
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VUILD96LF_aaaaalkf-1
T11
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validation
aaaagkmb-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaagkmb-1
[ "CEACAM6", "RTKN2", "VIM", "VEGFA", "YAP1", "IL7R", "DMBT1", "NKX2-1", "COL4A3", "ICAM1", "ATF4", "PDIA3", "DUOX1", "SFTPC", "SPARCL1", "CD44", "PGC", "ITGB6", "EPCAM", "XBP1", "AGER", "FCN3", "FKBP11", "FN1", "CTNNB1", "KRT18", "NAPSA", "SELENOS", "SFTPD", "LAMP3", "ITGB1", "SOX4", "PECAM1", "HIST1H1C", "HIF1A", "SMAD4", "HERPUD1", "ITGA3", "ISG20", "CEACAM5", "KRT8", "BCL2L1", "S100A12", "BCL2L11", "IRF1", "CST3", "GNG11", "SPCS2", "CD34", "NFKB1", "AXL", "LYZ", "IDH1", "WFDC2", "AXIN2", "TGFB2", "ACTA2", "STAT1", "HSPA5", "CCL2", "EPAS1", "EHMT1" ]
[ 8, 7, 3, 6, 117, 473, 603, 602, 620, 294, 177, 404, 137, 275, 46, 426, 180, 506, 530, 100, 433, 308, 194, 619, 21, 217, 224, 225, 151, 324, 394, 494, 507, 332, 306, 528, 431, 260, 258, 519, 254, 301, 300, 116, 328, 58, 477, 59, 296, 147, 238, 531, 92, 400, 52, 357, 276, 610, 51, 557, 14, 542, 272, 72, 193, 184 ]
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0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ] ]
AT1
THD0008
[ 1, 0.8875, 0.775, 0.6625, 0.55, 0.4375, 0.4375, 0.4375, 0.4375, 0.4375, 0.4375, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]
[ -1, -1, 1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.5, -1, -1, -1, 1, 1, -1, -1, -1, 1, 1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, 0.46, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, 1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.5, -1, 1, -1, 1, -1, -1, -1, 0, 0.5, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, 1, 1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, 0, 0, -1, -1, -1, -1, -1, 1, -1, 0.75, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, 1, -1, 1, 1, -1, -1, -1, -1, 0.5, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, 1, -1, 0.5, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, 1, -1, -1, 0.75, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.33, -1, -1, 0, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.9, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, 0, 0.5, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, 1, -1, 0, 1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, 0, -1, 0, -1, -1, -1, -1, -1, -1, 1, 0.4, -1 ]
[ 0, 0, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4, 0, 0, 0, 1, 1, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 13, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4, 0, 0, 0, 0, 1, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4, 0, 3, 0, 1, 0, 0, 0, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 2, 2, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 1, 0, 0, 0, 0, 0, 1, 0, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4, 1, 0, 1, 1, 0, 0, 0, 0, 2, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 1, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 1, 0, 0, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 1, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 10, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 3, 2, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 3, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 7, 8, 0, 1, 0, 0, 0, 0, 0, 0, 2, 5, 0 ]
THD0008_aaaagkmb-1
T4
[ [ 0, 0, 240.96385192871094, 120.48192596435547, 0, 0, 0, 0, 0, 120.48192596435547, 0, 0, 0, 0, 240.96385192871094, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 240.96385192871094, 0, 0, 0, 120.48192596435547, 0, 0, 0, 0, 0, 0, 0, 0, 120.48192596435547, 0, 0, 0, 0, 240.96385192871094, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 240.96385192871094, 0, 0, 0, 0, 0, 0, 0, 120.48192596435547, 120.48192596435547, 120.48192596435547, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 240.96385192871094, 0, 0, 0, 0, 361.4457702636719, 240.96385192871094, 0, 120.48192596435547, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 120.48192596435547, 0, 0, 0, 0, 0, 602.4096069335938, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 120.48192596435547, 120.48192596435547, 0, 120.48192596435547, 0, 0, 120.48192596435547, 0, 0, 0, 0, 361.4457702636719, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 120.48192596435547, 0, 0, 0, 361.4457702636719, 0, 0, 0, 0, 361.4457702636719, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 240.96385192871094, 0, 0, 240.96385192871094, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 120.48192596435547, 0, 0, 0, 120.48192596435547, 0, 0, 120.48192596435547, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 120.48192596435547, 0, 0, 0, 0, 0, 120.48192596435547, 0, 120.48192596435547, 120.48192596435547, 0, 0, 0, 120.48192596435547, 0, 0, 0, 0, 120.48192596435547, 0, 120.48192596435547, 120.48192596435547, 0, 0, 120.48192596435547, 0, 0, 0, 0, 0, 0, 240.96385192871094, 0, 0, 0, 0, 120.48192596435547, 120.48192596435547, 0, 481.9277038574219, 0, 0, 0, 120.48192596435547, 0, 120.48192596435547, 0, 0, 0, 0, 120.48192596435547, 0, 0, 240.96385192871094, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 240.96385192871094, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 120.48192596435547, 0, 0, 120.48192596435547, 0, 0, 240.96385192871094, 0, 0, 0, 0, 0, 0, 0, 240.96385192871094, 0, 120.48192596435547, 0 ] ]
validation
aaaadjco-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaadjco-1
[ "FN1", "RTKN2", "EPAS1", "ITGB1", "ICAM1", "ITGA3", "KRT8", "CEACAM6", "SFTA2", "CD44", "CCN2", "KRT18", "ATF4", "VIM", "PTGDS", "EPCAM", "SPCS3", "WWTR1", "ACTA2", "EGFR", "PGC", "CD34", "MGST1", "MCEMP1", "MYC", "SELENOS", "NKX2-1", "IL7R", "COL1A2", "COL3A1", "SAA2", "S100A8", "FCN3", "HES1", "NUCB2", "NUTF2", "RNASE1", "RHOA", "PCNA", "ERLEC1", "PDIA4", "PKM", "COL1A1", "HEY1", "PECAM1", "HIST1H1C", "UGDH", "CD14", "LYZ", "HLA-DRA", "AGER", "YAP1", "UBE2J1", "ANKRD28" ]
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AT1
VUHD069
[ 1, 0.775, 0.55, 0.55, 0.55, 0.55, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]
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VUHD069_aaaadjco-1
T4
[ [ 0, 0, 0, 427.3504333496094, 0, 0, 0, 0, 85.47008514404297, 0, 0, 0, 0, 0, 0, 0, 85.47008514404297, 0, 0, 0, 0, 0, 0, 85.47008514404297, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 341.8803405761719, 0, 85.47008514404297, 0, 0, 0, 0, 0, 0, 0, 0, 0, 170.94017028808594, 683.7606811523438, 0, 0, 0, 0, 0, 0, 0, 85.47008514404297, 170.94017028808594, 0, 0, 0, 0, 0, 0, 85.47008514404297, 0, 0, 170.94017028808594, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 85.47008514404297, 0, 0, 0, 0, 0, 85.47008514404297, 256.4102478027344, 0, 0, 0, 0, 0, 170.94017028808594, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 85.47008514404297, 0, 256.4102478027344, 0, 0, 0, 85.47008514404297, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 256.4102478027344, 170.94017028808594, 341.8803405761719, 0, 0, 0, 85.47008514404297, 0, 0, 0, 0, 0, 0, 0, 0, 0, 170.94017028808594, 85.47008514404297, 0, 0, 256.4102478027344, 0, 0, 0, 0, 85.47008514404297, 85.47008514404297, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 170.94017028808594, 0, 0, 85.47008514404297, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 85.47008514404297, 0, 0, 0, 0, 0, 0, 0, 0, 85.47008514404297, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 256.4102478027344, 0, 0, 0, 256.4102478027344, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 170.94017028808594, 0, 85.47008514404297, 0, 0, 0, 0, 256.4102478027344, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 683.7606811523438, 85.47008514404297, 0, 341.8803405761719, 0, 0, 0, 0, 85.47008514404297, 0, 0, 0, 0, 0, 85.47008514404297, 0, 0, 170.94017028808594, 170.94017028808594, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 85.47008514404297, 0, 0, 85.47008514404297, 85.47008514404297, 0, 0, 0, 85.47008514404297, 85.47008514404297, 170.94017028808594, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 170.94017028808594, 0, 0, 0, 85.47008514404297, 0, 0, 0, 0, 0, 0, 0, 0, 427.3504333496094, 427.3504333496094, 0, 0, 0, 0, 0, 0, 0, 0, 85.47008514404297, 0, 85.47008514404297 ] ]
validation
aaaagdbm-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaagdbm-1
[ "RHOA", "CEACAM6", "VIM", "AGER", "VEGFA", "CD44", "RTKN2", "ICAM1", "NKX2-1", "NAPSA", "ITGA3", "FN1", "PKM", "EPCAM", "HSPA5", "HYOU1", "FAS", "KRT18", "CTNNB1", "COL1A2", "CEACAM5", "PDIA3", "IL7R", "TOP1", "STAT6", "SFTA2", "SFTPC", "RNASE1", "XBP1", "TPSAB1", "COL1A1", "CST3", "DUOX1", "EPAS1", "STAT1", "SSR3", "FGFBP2", "SPCS3", "GCLM", "SPCS2", "SOX4", "IFIT3", "IRF1", "ITGB1", "ITGB6", "SELENOS", "KRT8", "LUM", "CD68", "S100A9", "PDIA6", "MGST1", "ZEB1", "AKR1C2", "ATG7", "BCL2L1" ]
[ 8, 7, 3, 6, 468, 117, 603, 21, 602, 100, 473, 275, 404, 394, 301, 225, 438, 194, 272, 273, 206, 324, 151, 135, 116, 426, 294, 580, 544, 504, 506, 469, 619, 584, 134, 147, 180, 193, 542, 541, 222, 532, 231, 531, 528, 280, 296, 306, 308, 494, 328, 353, 102, 481, 428, 369, 621, 27, 48, 58 ]
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AT1
THD0008
[ 1, 1, 0.82, 0.82, 0.82, 0.64, 0.64, 0.64, 0.45999999999999996, 0.45999999999999996, 0.45999999999999996, 0.45999999999999996, 0.45999999999999996, 0.45999999999999996, 0.45999999999999996, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]
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THD0008_aaaagdbm-1
T4
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validation
aaaaanlk-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaaanlk-1
[ "COL1A1", "ICAM1", "COL1A2", "VIM", "COL3A1", "FN1", "KRT8", "EPCAM", "KRT18", "CEACAM6", "ITGB1", "NAPSA", "AGER", "RHOA", "RNASE1", "EPAS1", "PKM", "COL4A3", "PDIA3", "SFTPC", "HMOX1", "GNG11", "ITGA3", "ATF3", "VEGFA", "JCHAIN", "CD44", "DUOX1", "LUM", "CCL18", "KDR", "CST3", "ATF4", "SMAD4", "CTNNB1", "EHMT1", "ITGAV", "LYZ", "MSLN", "ZEB1", "MGST1", "SPARCL1", "PDIA4", "WWTR1", "TGFB1", "BMPR2", "PECAM1", "SFTPD", "NKX2-1", "IDH1", "SFRP4", "GKN2", "ITGAM", "APLN", "ITGB6", "SNAI2", "CD4", "SOX4", "HMGA1", "STAT1", "ACTA2", "HLA-DRA", "MS4A7", "NUTF2", "XBP1", "NFKB1", "PTGDS", "CEACAM5", "FGF2", "ERLEC1", "SPRY2", "EGFR", "SOX9", "SLC25A4", "SELENOS", "HIF1A", "NUCB2", "DNAJB9", "PCNA", "LPAR1", "LAMP3", "PDIA6", "POSTN", "PRDX4", "ITM2C", "RTKN2", "SEC11C", "YAP1", "IL2RA", "NOX4", "HLA-DQA1", "GSR", "DMBT1", "IL7R", "BCL2L1", "CTHRC1", "CD14", "CD34", "CDH26", "CD79A", "COL15A1", "CD68", "AXL", "DCN" ]
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AT1
VUILD102LF
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VUILD102LF_aaaaanlk-1
T3
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validation
aaaabhnd-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaabhnd-1
[ "NAPSA", "ICAM1", "SFTPC", "EPAS1", "DMBT1", "MSLN", "PGC", "RTKN2", "CEACAM6", "SFTPD", "VEGFA", "RNASE1", "NUTF2", "COL4A3", "VIM", "RHOA", "EPCAM", "PDIA3", "HLA-DRA", "AGR3", "CCL18", "GSR", "YAP1", "SCGB3A2", "LYZ", "ITGA3", "SLC25A4", "ITGB1", "SOX4", "CD44", "KRT8", "ACTA2", "AGER", "PRDX4", "FN1", "ATF4", "NKX2-1", "ANKRD28", "HERPUD1", "HIST1H1C", "SPARCL1", "DUOX1", "HYOU1", "DNAJB9", "CTNNB1", "MGST1", "PECAM1", "BANK1", "AXIN2", "EHMT1", "EMG1", "LAMP3", "ATF6", "SEC11C", "CST3", "CREB3L4", "PKM", "SFTA2", "NUCB2", "APLNR", "KRT18", "KDR", "LTB", "ITGB6", "XBP1", "ITGAV", "PDIA6", "WWTR1", "IDH1", "HSPA5", "WNT5A", "HLA-DQA1", "HIF1A", "UCHL3", "IL32", "COL1A2", "IL7R", "CD3G", "COL1A1", "CD34", "SSR3", "STAT6", "CD68", "TGFB1", "CD8A", "SOD2", "CEACAM5", "BMPR2", "TOP1", "TTC19", "UBE2J1", "SMAD4", "SLC25A37" ]
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AT1
TILD117LF
[ 1, 0.9099999999999999, 0.82, 0.73, 0.64, 0.5499999999999999, 0.5499999999999999, 0.45999999999999996, 0.45999999999999996, 0.45999999999999996, 0.45999999999999996, 0.45999999999999996, 0.45999999999999996, 0.37, 0.37, 0.37, 0.37, 0.37, 0.37, 0.37, 0.37, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]
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TILD117LF_aaaabhnd-1
T11
[ [ 0, 0, 202.02020263671875, 0, 101.01010131835938, 0, 0, 0, 0, 0, 0, 0, 0, 0, 202.02020263671875, 0, 0, 0, 0, 0, 0, 0, 0, 101.01010131835938, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 101.01010131835938, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 101.01010131835938, 0, 0, 101.01010131835938, 0, 101.01010131835938, 0, 0, 0, 0, 0, 0, 0, 0, 101.01010131835938, 0, 0, 0, 303.0303039550781, 0, 0, 0, 0, 0, 0, 0, 0, 101.01010131835938, 202.02020263671875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 202.02020263671875, 101.01010131835938, 202.02020263671875, 0, 0, 0, 101.01010131835938, 202.02020263671875, 0, 0, 0, 0, 0, 0, 0, 0, 101.01010131835938, 0, 0, 0, 0, 0, 0, 0, 0, 101.01010131835938, 101.01010131835938, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 101.01010131835938, 0, 0, 0, 0, 0, 0, 303.0303039550781, 0, 0, 101.01010131835938, 0, 0, 0, 202.02020263671875, 0, 0, 101.01010131835938, 0, 101.01010131835938, 0, 101.01010131835938, 0, 101.01010131835938, 0, 0, 0, 0, 101.01010131835938, 0, 0, 0, 0, 0, 101.01010131835938, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 404.0404052734375, 0, 0, 0, 0, 0, 101.01010131835938, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 101.01010131835938, 0, 0, 0, 0, 202.02020263671875, 0, 0, 0, 101.01010131835938, 0, 0, 0, 0, 101.01010131835938, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 101.01010131835938, 0, 101.01010131835938, 101.01010131835938, 0, 0, 505.0505065917969, 0, 0, 0, 0, 0, 0, 0, 0, 101.01010131835938, 0, 101.01010131835938, 303.0303039550781, 0, 0, 0, 0, 0, 101.01010131835938, 0, 0, 0, 0, 0, 0, 303.0303039550781, 0, 0, 0, 0, 101.01010131835938, 101.01010131835938, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 202.02020263671875, 0, 101.01010131835938, 0, 0, 202.02020263671875, 0, 0, 0, 0, 0, 0, 202.02020263671875, 0, 202.02020263671875, 0, 0, 0, 0, 0, 0, 101.01010131835938, 101.01010131835938, 101.01010131835938, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 101.01010131835938, 303.0303039550781, 0, 202.02020263671875, 0, 0, 0, 707.0706787109375, 0, 101.01010131835938, 0, 0, 0, 0, 0, 101.01010131835938, 101.01010131835938, 101.01010131835938, 0 ] ]
validation
aaaalcha-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaalcha-1
[ "VIM", "NKX2-1", "JCHAIN", "PTGDS", "CEACAM6", "HERPUD1", "UBE2J1", "PDIA4", "SOD2", "LUM", "HLA-DRA", "SOX4", "EPCAM", "DUOX1", "SLC25A4", "UCHL3", "COL3A1", "ACTA2", "ATF4", "SFTA2", "EHMT1", "SPRY2", "GSR", "HSPA5", "XBP1", "MYC", "MANF", "CD34", "RHOA", "CD3G", "SFTPD", "RNASE1", "HIF1A", "FKBP11", "SSR3", "WWTR1", "MGST1", "NAPSA", "CDH26", "NFKB1", "CD44", "FN1", "STAT1", "CCNB2", "EPAS1", "WFDC2", "PDIA3", "KRT14", "PDGFRA", "EGFR", "AGR3", "TTC19", "PKM", "BCL2L1", "ICAM1", "YAP1", "IRF1", "IFIT3", "IFIT1", "LMAN1", "COL1A2", "FCER1G", "IL1B" ]
[ 9, 7, 3, 6, 603, 404, 310, 454, 117, 254, 594, 427, 526, 353, 263, 528, 194, 180, 515, 596, 136, 14, 46, 504, 184, 537, 247, 272, 619, 389, 360, 92, 468, 96, 507, 469, 258, 224, 541, 618, 369, 394, 113, 400, 100, 225, 542, 78, 193, 610, 426, 321, 424, 182, 22, 590, 438, 58, 275, 620, 296, 280, 278, 346, 135, 211, 288 ]
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AT1
TILD117MF
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TILD117MF_aaaalcha-1
T9
[ [ 0, 0, 0, 159.574462890625, 53.191490173339844, 0, 0, 0, 106.38298034667969, 0, 0, 0, 0, 319.14892578125, 106.38298034667969, 0, 53.191490173339844, 0, 0, 0, 0, 0, 0, 106.38298034667969, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 744.6808471679688, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 53.191490173339844, 0, 53.191490173339844, 0, 0, 0, 0, 0, 0, 0, 0, 0, 53.191490173339844, 425.53192138671875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 106.38298034667969, 0, 0, 0, 0, 53.191490173339844, 0, 0, 106.38298034667969, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 53.191490173339844, 53.191490173339844, 265.95745849609375, 159.574462890625, 53.191490173339844, 0, 0, 0, 159.574462890625, 212.76596069335938, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 53.191490173339844, 319.14892578125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 53.191490173339844, 0, 0, 0, 53.191490173339844, 0, 0, 53.191490173339844, 0, 0, 0, 159.574462890625, 904.2553100585938, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 53.191490173339844, 0, 53.191490173339844, 0, 0, 159.574462890625, 0, 0, 0, 0, 425.53192138671875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 159.574462890625, 0, 0, 212.76596069335938, 0, 0, 0, 0, 0, 0, 0, 0, 106.38298034667969, 0, 0, 0, 0, 106.38298034667969, 0, 0, 0, 0, 0, 0, 0, 0, 106.38298034667969, 0, 0, 0, 0, 0, 0, 0, 53.191490173339844, 0, 0, 0, 0, 106.38298034667969, 0, 0, 0, 53.191490173339844, 0, 0, 53.191490173339844, 0, 0, 0, 53.191490173339844, 0, 0, 0, 319.14892578125, 0, 0, 53.191490173339844, 106.38298034667969, 0, 0, 159.574462890625, 53.191490173339844, 0, 0, 0, 0, 53.191490173339844, 0, 0, 0, 0, 0, 585.1063842773438, 159.574462890625, 0, 319.14892578125, 53.191490173339844, 0, 0, 0, 0, 0, 0, 0, 0, 106.38298034667969, 53.191490173339844, 0, 0, 0, 106.38298034667969, 0, 0, 53.191490173339844, 0, 0, 0, 0, 0, 0, 0, 106.38298034667969, 0, 0, 0, 53.191490173339844, 53.191490173339844, 53.191490173339844, 0, 0, 0, 53.191490173339844, 0, 53.191490173339844, 0, 0, 0, 0, 106.38298034667969, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 53.191490173339844, 0, 0, 0, 0, 0, 53.191490173339844, 159.574462890625, 0, 0, 0, 0, 0, 0, 0, 53.191490173339844, 106.38298034667969, 106.38298034667969, 53.191490173339844 ] ]
validation
aaaahacl-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaahacl-1
[ "ICAM1", "CCN2", "RHOA", "CEACAM6", "ITGB1", "RTKN2", "FN1", "ATF3", "PDIA3", "DUOX1", "KRT8", "EPCAM", "EPAS1", "PKM", "RNASE1", "VIM", "EGFR", "KRT18", "HYOU1", "ITGA3", "AGER", "LMAN1", "MGST1", "CTNNB1", "LUM", "NAPSA", "COL4A3", "SFTPC", "TGFB2", "SEC11C", "YAP1", "SOD2", "XBP1", "BCL2L1", "PGC", "ATF4", "AKR1C2", "HIST1H1C", "HERPUD1", "SLC25A37", "CEACAM5", "PECAM1", "PLIN2", "MSLN", "NKX2-1", "PCNA", "EHMT1", "DNAJB9", "DMBT1", "CST3", "S100A12", "PRDX4", "NUTF2", "FKBP11", "CD68", "SELENOS", "ZEB1", "SSR3", "STAT6", "TTC19", "ATG7", "IRF1", "SPCS3", "VEGFA", "SPCS2", "IL4R", "SPARCL1", "CD44", "AGR3", "HLA-DRA", "WWTR1" ]
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AT1
VUHD116B
[ 1, 0.9, 0.8, 0.7000000000000001, 0.7000000000000001, 0.6, 0.6, 0.6, 0.6, 0.5, 0.4, 0.4, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]
[ -1, -1, -1, 0.33, 1, -1, -1, -1, 0.5, -1, -1, -1, -1, 0.5, 1, -1, 0, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.64, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, 0.75, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, 0, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, 0, 0.8, 0.67, 1, -1, -1, -1, 0, 0.5, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, 0.5, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, 1, -1, -1, 0, -1, -1, -1, 0.67, 0.41, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, 0, -1, -1, 0.33, -1, -1, -1, -1, 0.25, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.67, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, 0.5, -1, -1, -1, -1, 0.5, -1, -1, -1, -1, -1, -1, -1, -1, 0.5, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, 0, -1, -1, -1, 1, -1, -1, 0, -1, -1, -1, 0, -1, -1, -1, 0.5, -1, -1, 0, 0, -1, -1, 0.33, 0, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, 0.36, 0.67, -1, 0.83, 1, -1, -1, -1, -1, -1, -1, -1, -1, 0.5, 1, -1, -1, -1, 0.5, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, 0.5, -1, -1, -1, 0, 1, 0, -1, -1, -1, 1, -1, 0, -1, -1, -1, -1, 0.5, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, 1, 0, -1, -1, -1, -1, -1, -1, -1, 0, 0.5, 0, 0 ]
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VUHD116B_aaaahacl-1
T3
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validation
aaaacpdn-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaacpdn-1
[ "SCGB3A2", "SFTPC", "ICAM1", "NAPSA", "SFTPD", "LYZ", "RNASE1", "AGER", "VEGFA", "VIM", "CD44", "KRT18", "EPCAM", "HLA-DRA", "RTKN2", "KRT8", "PGC", "ATF4", "CEACAM6", "ITGA3", "NKX2-1", "AGR3", "PDIA3", "FN1", "CTNNB1", "XBP1", "HSPA5", "MSLN", "HLA-DQA1", "CCN2", "PDIA4", "CST3", "WFDC2", "CEACAM5", "CCL18", "HLA-DQB1", "RHOA", "EGFR", "MGST1", "PKM", "COL1A1", "ERLEC1", "CD68", "STAT1", "COL4A3", "ITGB1", "LAMP3", "CCL2", "ATF6", "MCEMP1", "BCL2L1", "AXL", "HYOU1", "AXIN2", "ATG7", "ITGB6", "DMBT1", "SLC25A37", "IDH1", "WNT5A", "SFTA2", "NFKB1", "SELENOS", "SEC11C", "BMP4", "BMPR2", "YAP1", "EPAS1", "FCER1G", "FCGR3A", "STAT6", "SSR3", "SOD2", "SPCS3", "HIST1H1C", "SPCS2", "SOX4", "UBE2J1", "DNAJB9", "HIF1A", "HMOX1", "HERPUD1", "PTGDS", "GKN2", "EHMT1", "PECAM1", "FAS", "PDIA6", "GSR", "FCN1", "PTPRC", "PLIN2", "NUTF2", "DUOX1", "CFTR", "ISG20", "TTC19", "TGFB2", "IFNG", "CD34", "CD4", "ITGAE", "SPP1", "MS4A7", "IRF1", "LUM", "KLRC1", "SMAD4", "ACTA2", "SLC25A4", "COL3A1", "AIF1", "CPA3", "WWTR1" ]
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AT1
VUILD107MF
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[ -1, -1, 0, 0.17, 0.86, 0, -1, -1, -1, -1, -1, -1, -1, -1, 0.44, 0, 1, -1, 0.5, 0, -1, -1, -1, 0, -1, 0.5, 0, -1, -1, -1, -1, -1, 0, 0, -1, -1, -1, 0.2, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, 0, 0.27, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.25, 0, -1, 0, -1, -1, -1, -1, -1, 0.5, -1, 0, 0.67, 0, -1, -1, -1, 0, -1, -1, 0.57, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, 0, 1, 0.75, 0, -1, -1, -1, 0, 0.09, -1, 0, -1, -1, -1, 1, -1, -1, 0, -1, 0, 1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, 0, -1, -1, 0, 0.5, 0, 0, 0, -1, 0, 0.17, 0, 0.25, 0, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, 1, 0.5, 0, -1, -1, -1, 0, 0.5, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, 0.18, -1, -1, 0.2, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, 0, -1, -1, -1, 0, -1, -1, 0.25, -1, -1, -1, -1, -1, -1, 1, 0.5, -1, -1, -1, -1, 0.23, 1, -1, -1, 0.43, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, 0, 0, 0, 0, 0.9, -1, -1, 0, 0, -1, -1, -1, -1, -1, 1, 0, -1, -1, -1, 0.25, 0.05, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, 0.14, 0, 0, -1, -1, 0, 0.08, 0.41, -1, 1, 0, -1, -1, 1, -1, -1, -1, 0, -1, 1, -1, -1, 0, 0, -1, 1, -1, 0.5, 0, 0, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, 0, -1, -1, -1, -1, 0.83, 0.08, -1, 0.2, -1, -1, 1, -1, -1, 0, 0.17, 0, -1 ]
[ 0, 0, 1, 12, 7, 1, 0, 0, 0, 0, 0, 0, 0, 0, 9, 3, 2, 0, 2, 2, 0, 0, 0, 2, 0, 2, 2, 0, 0, 0, 0, 0, 4, 3, 0, 0, 0, 5, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 11, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4, 8, 0, 1, 0, 0, 0, 0, 0, 4, 0, 1, 3, 1, 0, 0, 0, 5, 0, 0, 7, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 1, 1, 4, 1, 0, 0, 0, 2, 11, 0, 3, 0, 0, 0, 1, 0, 0, 2, 0, 2, 1, 0, 0, 0, 0, 0, 0, 7, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 2, 5, 4, 10, 0, 1, 6, 2, 24, 2, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 8, 1, 0, 0, 0, 3, 2, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 11, 0, 0, 10, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 20, 0, 0, 0, 3, 0, 0, 4, 0, 0, 0, 0, 0, 0, 1, 6, 0, 0, 0, 0, 22, 2, 0, 0, 7, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 7, 5, 1, 1, 10, 0, 0, 4, 1, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 4, 19, 0, 10, 0, 0, 0, 0, 0, 0, 0, 0, 28, 2, 2, 0, 0, 2, 25, 22, 0, 2, 1, 0, 0, 1, 0, 0, 0, 2, 0, 2, 0, 0, 2, 2, 0, 1, 0, 2, 3, 2, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 2, 0, 0, 0, 0, 12, 12, 0, 5, 0, 0, 2, 0, 0, 1, 6, 2, 0 ]
VUILD107MF_aaaacpdn-1
T3
[ [ 0, 0, 74.62686920166016, 373.13433837890625, 0, 0, 0, 74.62686920166016, 0, 0, 0, 0, 0, 0, 223.880615234375, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 74.62686920166016, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 74.62686920166016, 0, 0, 0, 0, 0, 0, 74.62686920166016, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 74.62686920166016, 0, 0, 0, 0, 0, 0, 0, 0, 0, 74.62686920166016, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 74.62686920166016, 0, 0, 0, 74.62686920166016, 0, 0, 149.2537384033203, 149.2537384033203, 0, 0, 0, 1417.9105224609375, 298.5074768066406, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 74.62686920166016, 74.62686920166016, 0, 0, 0, 149.2537384033203, 0, 0, 0, 0, 0, 0, 0, 74.62686920166016, 0, 0, 149.2537384033203, 0, 0, 0, 0, 0, 0, 0, 0, 74.62686920166016, 74.62686920166016, 0, 0, 0, 0, 0, 0, 74.62686920166016, 74.62686920166016, 298.5074768066406, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 74.62686920166016, 0, 0, 0, 0, 0, 74.62686920166016, 0, 0, 0, 0, 0, 0, 0, 223.880615234375, 0, 0, 223.880615234375, 0, 149.2537384033203, 0, 0, 0, 0, 0, 0, 149.2537384033203, 0, 74.62686920166016, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 74.62686920166016, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 149.2537384033203, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 373.13433837890625, 0, 0, 0, 149.2537384033203, 0, 0, 0, 0, 0, 0, 149.2537384033203, 0, 0, 0, 0, 0, 0, 0, 74.62686920166016, 223.880615234375, 0, 895.5224609375, 0, 0, 0, 0, 0, 0, 0, 0, 74.62686920166016, 0, 74.62686920166016, 0, 0, 0, 149.2537384033203, 74.62686920166016, 149.2537384033203, 0, 74.62686920166016, 0, 0, 0, 0, 0, 0, 74.62686920166016, 0, 223.880615234375, 0, 223.880615234375, 74.62686920166016, 74.62686920166016, 0, 0, 74.62686920166016, 74.62686920166016, 0, 0, 0, 0, 0, 74.62686920166016, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 74.62686920166016, 0, 0, 0, 0, 74.62686920166016, 298.5074768066406, 373.13433837890625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 149.2537384033203, 74.62686920166016 ] ]
validation
aaaabomc-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaabomc-1
[ "EPAS1", "RTKN2", "AGER", "VIM", "PDIA3", "ICAM1", "EPCAM", "VEGFA", "ATF4", "SPARCL1", "RNASE1", "KRT8", "KRT18", "SOX4", "EGFR", "EHMT1", "PGC", "SFTPC", "SLC1A3", "POSTN", "NKX2-1", "LMAN1", "GSR", "YAP1", "LAMP3", "FN1", "SOD2", "CD44", "SLC25A4", "ITGAV", "SFTPD", "CEACAM5", "SELENOS", "SCGB3A2", "COL1A2", "FGF2", "LPAR2", "DDIT3", "DMBT1", "HYOU1", "HSPA5", "HIF1A", "HEY1", "MGST1", "GNG11", "FGF10", "RHOA", "ZEB1", "KDR", "SPCS2", "CD274", "SPCS3", "TTC19", "UQCRHL", "TGFB1", "AKR1C1", "ACTA2", "CCN2", "SPRY2", "SSR3" ]
[ 8, 7, 3, 6, 193, 473, 21, 603, 426, 275, 194, 602, 46, 530, 469, 328, 324, 528, 182, 184, 433, 506, 513, 446, 404, 346, 247, 620, 332, 225, 526, 100, 515, 304, 507, 116, 494, 489, 135, 220, 349, 171, 177, 273, 272, 258, 257, 369, 238, 219, 468, 621, 312, 531, 89, 532, 590, 600, 556, 26, 14, 76, 537, 541 ]
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AT1
VUHD116A
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VUHD116A_aaaabomc-1
T4
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validation
aaaaanpe-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaaanpe-1
[ "CCN2", "RTKN2", "EPAS1", "VIM", "RNASE1", "PKM", "CEACAM6", "CST3", "FN1", "RHOA", "NKX2-1", "ITGA3", "CD44", "YAP1", "VEGFA", "EGFR", "ITGB1", "BMPR2", "ACTA2", "SSR3", "CTNNB1", "AGER", "HERPUD1", "SPARCL1", "FCN3", "CD68", "SELENOS", "HIST1H1C", "SFTPC", "NFKB1", "STAT1", "ICAM1", "KRT18", "MSLN", "IFIT3", "PDGFRA", "SLC25A4", "ATF3", "KRT8", "PDIA3", "LYZ", "POSTN", "WNT5A", "EPCAM", "ATF4", "ERLEC1", "HES1", "CRELD2", "SLC25A37", "PECAM1", "COL3A1", "COL1A2", "PDIA6", "PCNA", "PGC", "SEC11C", "PLIN2", "GNG11", "NAPSA", "PRDX4", "PTGDS", "NHSL2", "PTPRC", "S100A12", "DDIT3", "EMG1", "NUCB2", "EHMT1", "DUOX1", "PIM2", "DNAJB9", "ZEB1", "CEACAM5", "XBP1", "AIF1", "KRT15", "AKR1C1", "AKR1C2", "BCL2L1", "UBE2J1", "BMP4", "TTC19", "LUM", "HLA-DRA", "MCEMP1", "MGST1", "STAT6", "MS4A7", "HSPA5", "SOD2", "HMGA1", "SMAD4", "SPCS2", "CD52" ]
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AT1
VUHD069
[ 1, 1, 0.9, 0.9, 0.8, 0.8, 0.7000000000000001, 0.7000000000000001, 0.6, 0.5, 0.5, 0.4, 0.4, 0.4, 0.4, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]
[ -1, -1, 0, 0, -1, 0, -1, 0, 1, -1, -1, -1, -1, 0.5, 0.5, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, 1, 0.33, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.62, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.25, 0, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, 0.57, -1, -1, -1, -1, -1, -1, -1, -1, 1, 0, -1, -1, -1, 0, -1, 0.14, -1, -1, 0.33, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, 0, 0, 0.33, 0, -1, -1, 1, 0, 0, -1, 0.5, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, 0.17, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.67, 0, -1, -1, 0, -1, -1, 0, 0, -1, 0, -1, 1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.5, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, 1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, 0, -1, -1, -1, 0, -1, -1, 0, -1, -1, -1, -1, -1, -1, 0, 0, -1, -1, -1, -1, 0, 0.5, 0, -1, 0.8, -1, 1, -1, -1, -1, -1, 1, -1, 0, -1, 0.5, -1, 0, 0, 0, -1, 1, 0.22, 0, -1, -1, 0, -1, 1, 0, 0, -1, -1, -1, 0, 0.22, -1, 0.5, 0, -1, -1, -1, -1, -1, -1, -1, -1, 0, 0.33, -1, -1, -1, 0, -1, -1, 1, 0, -1, -1, 0, -1, -1, -1, 0, -1, -1, -1, 0, 0, -1, -1, -1, -1, 0.67, 0.5, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, 0, -1, -1, -1, -1, 0.75, 0, -1, -1, -1, -1, 0.5, -1, -1, -1, 1, 0.25, 0 ]
[ 0, 0, 3, 3, 0, 1, 0, 1, 1, 0, 0, 0, 0, 2, 2, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4, 1, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 7, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 1, 0, 7, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 1, 3, 1, 0, 0, 1, 11, 2, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 6, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 1, 0, 0, 3, 0, 0, 1, 1, 0, 1, 0, 2, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 2, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 2, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 2, 0, 0, 0, 0, 1, 2, 1, 0, 5, 0, 1, 0, 0, 0, 0, 1, 0, 2, 0, 2, 0, 1, 1, 1, 0, 1, 9, 1, 0, 0, 2, 0, 1, 1, 1, 0, 0, 0, 5, 9, 0, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 3, 0, 0, 0, 3, 0, 0, 1, 2, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 3, 1, 0, 0, 0, 0, 3, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 4, 11, 0, 0, 0, 0, 2, 0, 0, 0, 1, 4, 1 ]
VUHD069_aaaaanpe-1
T4
[ [ 0, 0, 0, 121.21212005615234, 60.60606002807617, 0, 0, 242.4242401123047, 121.21212005615234, 60.60606002807617, 0, 0, 0, 0, 121.21212005615234, 181.81817626953125, 0, 0, 60.60606002807617, 0, 121.21212005615234, 0, 0, 121.21212005615234, 0, 0, 60.60606002807617, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 727.272705078125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 60.60606002807617, 121.21212005615234, 0, 60.60606002807617, 0, 0, 0, 0, 0, 0, 0, 0, 0, 60.60606002807617, 303.0303039550781, 0, 0, 0, 60.60606002807617, 0, 0, 0, 0, 0, 121.21212005615234, 60.60606002807617, 0, 0, 0, 0, 60.60606002807617, 0, 0, 121.21212005615234, 0, 0, 60.60606002807617, 60.60606002807617, 0, 60.60606002807617, 0, 0, 0, 0, 0, 0, 60.60606002807617, 0, 121.21212005615234, 121.21212005615234, 0, 0, 0, 363.6363525390625, 60.60606002807617, 0, 0, 0, 0, 0, 121.21212005615234, 0, 0, 0, 0, 0, 0, 60.60606002807617, 0, 0, 0, 0, 0, 242.4242401123047, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 181.81817626953125, 0, 0, 0, 60.60606002807617, 0, 0, 60.60606002807617, 0, 0, 60.60606002807617, 0, 545.4545288085938, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 60.60606002807617, 0, 0, 60.60606002807617, 60.60606002807617, 0, 0, 0, 0, 242.4242401123047, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 181.81817626953125, 0, 0, 60.60606002807617, 0, 0, 0, 0, 0, 0, 0, 0, 60.60606002807617, 0, 60.60606002807617, 0, 0, 0, 0, 121.21212005615234, 0, 0, 0, 0, 0, 0, 181.81817626953125, 0, 0, 0, 0, 0, 0, 0, 181.81817626953125, 0, 0, 0, 60.60606002807617, 0, 0, 0, 0, 60.60606002807617, 0, 0, 0, 0, 0, 0, 0, 0, 60.60606002807617, 0, 121.21212005615234, 60.60606002807617, 0, 0, 181.81817626953125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 303.0303039550781, 0, 0, 121.21212005615234, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 121.21212005615234, 242.4242401123047, 0, 0, 60.60606002807617, 0, 0, 0, 60.60606002807617, 0, 0, 0, 121.21212005615234, 0, 60.60606002807617, 0, 242.4242401123047, 60.60606002807617, 60.60606002807617, 0, 0, 0, 121.21212005615234, 121.21212005615234, 60.60606002807617, 0, 0, 0, 0, 60.60606002807617, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 60.60606002807617, 121.21212005615234, 0, 0, 0, 0, 424.242431640625, 303.0303039550781, 0, 0, 0, 0, 0, 0, 0, 0, 121.21212005615234, 60.60606002807617, 0 ] ]
validation
aaaaabii-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaaabii-1
[ "CCN2", "ICAM1", "VEGFA", "EPAS1", "CEACAM6", "RHOA", "VIM", "FN1", "SPARCL1", "SFTPC", "ITGB1", "AKR1C1", "PGC", "HERPUD1", "MSLN", "KRT18", "MGST1", "ATF6", "ATF4", "XBP1", "CD44", "AGER", "SFTA2", "COL3A1", "SSR3", "STAT1", "CTNNB1", "RTKN2", "EGFR", "EHMT1", "AKR1C2", "FAS", "SOD2", "PDIA3", "LYZ", "UBE2J1", "BANK1", "BCL2L1", "ITGA3", "CEACAM5", "HSPA5", "KRT8", "CHAC1", "SLC25A37", "HLA-DRA", "YAP1", "COL4A3", "CST3", "ISG20", "PDIA4", "CXCL9", "CXCR4", "DCN", "MYDGF", "DNAJB9", "NKX2-1", "PDGFRA", "LPAR2", "EPCAM", "SMAD4", "FCN3", "HIST1H1C", "LMAN1", "IL7R", "BMPR2", "AXIN2", "STAT6", "ANKRD28", "AGR3", "SPCS3", "CD4", "TTC19", "SPCS2", "TGFB2", "SOX4", "CD68" ]
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AT1
VUHD113
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VUHD113_aaaaabii-1
T4
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validation
aaaaaikh-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaaaikh-1
[ "STAT1", "RHOA", "SOD2", "CEACAM6", "ICAM1", "ITGB1", "FN1", "SPARCL1", "VEGFA", "AGER", "VIM", "HSPA5", "ATF4", "PKM", "DUOX1", "NAPSA", "RNASE1", "PDIA6", "CD44", "FCER1G", "FAS", "EPCAM", "S100A8", "SFTPC", "COL1A2", "KRT8", "COL4A3", "IRF1", "RTKN2", "IFIT3", "PDIA3", "ZEB1", "CD86", "S100A9", "ATF3", "CTNNB1", "DMBT1", "PDIA4", "CD34", "IFIT2", "EHMT1", "IL32", "SCGB3A2", "KRT18", "CEACAM5", "NUCB2", "SMAD4", "HLA-DRA", "HYOU1", "ITGA3", "TOP1", "ACTA2", "XBP1", "BCL2L1", "HIF1A", "CTHRC1", "CST3", "LYZ", "HIST1H1C", "ATG7", "NFKB1", "ATF6", "HERPUD1", "COL3A1", "ANKRD28", "EGFR", "NKX2-1", "EPAS1", "ERLEC1", "NUTF2", "OAS2", "GNLY", "WWTR1", "PGC", "PECAM1", "MYDGF", "AXIN2", "ITGAX", "LUM", "MAL", "MANF", "YAP1", "TGFB2", "TGFB1", "CD2", "STAT6", "BANK1", "SPRY2", "CD3G", "BMPR2", "SPCS3", "HMGA1", "SPCS2", "LPAR1", "SLC25A4", "MS4A7" ]
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AT1
THD0008
[ 1, 1, 0.9099999999999999, 0.9099999999999999, 0.82, 0.73, 0.73, 0.73, 0.64, 0.5499999999999999, 0.5499999999999999, 0.45999999999999996, 0.45999999999999996, 0.45999999999999996, 0.37, 0.37, 0.37, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]
[ -1, -1, 0.5, 0.5, -1, -1, -1, -1, -1, 0, -1, -1, -1, 0, 0.6, 1, 0, -1, 1, -1, 0, -1, -1, 0.5, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, 0, -1, -1, 0, -1, 0, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, 1, 0.5, -1, -1, -1, -1, -1, -1, -1, -1, 0, 0, 1, -1, -1, -1, -1, 1, 0, -1, 0.5, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, 1, 1, 0.5, -1, -1, -1, 0, 0.33, -1, 0, -1, -1, -1, 0.67, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, 0, 0, -1, -1, 0, 1, -1, 0.2, 0.5, 0.22, -1, -1, 0, 0.33, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, 0.33, -1, -1, 1, -1, -1, -1, 0, 0.38, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, 0, -1, 1, 0, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, 0, 1, 0, -1, -1, 1, -1, 0.5, 1, 0, -1, -1, -1, -1, -1, -1, 0.33, 0.5, 0.67, 0, 0, -1, -1, 0.2, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.27, 0.25, -1, 0.67, -1, -1, -1, 0, 0, -1, -1, -1, 1, -1, -1, -1, -1, -1, 0.33, -1, -1, -1, 0, -1, -1, 0.5, -1, -1, -1, 0, -1, -1, -1, 0.25, 0, 1, -1, -1, 1, -1, 0.27, 0, -1, -1, -1, 0, 1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.71, 0, -1, -1, -1, -1, -1, -1, -1, 0, 0.5, 0, 0.5 ]
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THD0008_aaaaaikh-1
T4
[ [ 0, 0, 513.833984375, 316.2055358886719, 39.525691986083984, 0, 0, 39.525691986083984, 0, 0, 0, 79.05138397216797, 0, 474.30828857421875, 118.57707214355469, 0, 0, 0, 0, 79.05138397216797, 0, 39.525691986083984, 0, 79.05138397216797, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 355.7312316894531, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 39.525691986083984, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 39.525691986083984, 0, 0, 0, 0, 276.6798400878906, 0, 0, 0, 0, 39.525691986083984, 0, 0, 39.525691986083984, 0, 0, 0, 0, 0, 39.525691986083984, 0, 0, 0, 0, 0, 0, 0, 79.05138397216797, 39.525691986083984, 0, 0, 0, 0, 395.2569274902344, 197.6284637451172, 0, 0, 0, 39.525691986083984, 39.525691986083984, 0, 0, 0, 0, 39.525691986083984, 0, 0, 39.525691986083984, 0, 0, 0, 0, 0, 158.10276794433594, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 79.05138397216797, 39.525691986083984, 0, 0, 0, 0, 0, 79.05138397216797, 0, 0, 79.05138397216797, 79.05138397216797, 395.2569274902344, 0, 79.05138397216797, 0, 0, 0, 0, 0, 0, 0, 0, 39.525691986083984, 0, 0, 39.525691986083984, 0, 0, 0, 79.05138397216797, 0, 0, 79.05138397216797, 0, 237.15414428710938, 0, 0, 0, 0, 0, 0, 0, 0, 39.525691986083984, 0, 0, 434.7826232910156, 0, 39.525691986083984, 355.7312316894531, 0, 0, 0, 0, 39.525691986083984, 0, 0, 0, 39.525691986083984, 0, 0, 0, 0, 39.525691986083984, 0, 118.57707214355469, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 79.05138397216797, 0, 0, 0, 0, 118.57707214355469, 39.525691986083984, 0, 0, 276.6798400878906, 0, 39.525691986083984, 0, 0, 0, 0, 79.05138397216797, 0, 0, 0, 79.05138397216797, 79.05138397216797, 39.525691986083984, 0, 79.05138397216797, 0, 0, 79.05138397216797, 0, 0, 0, 39.525691986083984, 0, 0, 118.57707214355469, 0, 0, 0, 0, 355.7312316894531, 237.15414428710938, 0, 553.3596801757812, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 79.05138397216797, 276.6798400878906, 39.525691986083984, 0, 0, 39.525691986083984, 0, 0, 39.525691986083984, 0, 39.525691986083984, 0, 118.57707214355469, 0, 39.525691986083984, 0, 39.525691986083984, 39.525691986083984, 39.525691986083984, 0, 0, 79.05138397216797, 0, 39.525691986083984, 79.05138397216797, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 39.525691986083984, 0, 0, 158.10276794433594, 276.6798400878906, 0, 0, 0, 0, 0, 0, 0, 0, 158.10276794433594, 39.525691986083984, 0 ] ]
validation
aaabahja-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaabahja-1
[ "RTKN2", "ACTA2", "ATF3", "KRT18", "EPAS1", "ICAM1", "CCN2", "RHOA", "KRT8", "AGER", "SFTPC", "VIM", "NKX2-1", "COL4A3", "RNASE1", "ITGB1", "EPCAM", "FN1", "XBP1", "VEGFA", "PTGDS", "NAPSA", "SOD2", "ATF4", "LYZ", "PDIA4", "PGC", "PDIA3", "STAT6", "PCNA", "PKM", "SFTA2", "DUOX1", "APLNR", "HERPUD1", "ITGA3", "AXL", "MSLN", "BCL2L1", "IFIT1", "HSPA5", "HLA-DRA", "ITGAV", "SPRY2", "HYOU1", "CLDN5", "DCN", "EGFR", "POSTN", "CTNNB1", "CST3", "IL7R", "FAP", "PDIA6", "FCGBP", "FCN3", "NUCB2", "NFKB1", "HES1", "LUM", "IL32", "YAP1", "LMAN1", "LGALS1", "KRT6A", "FABP4", "SFTPD", "KRT14", "AKR1C1", "SLC25A4", "AGR3", "SPCS3", "SPCS2", "UCHL3", "SMAD4", "BAX", "SPARCL1", "STAT1", "SOX4", "SNAI2", "CD44" ]
[ 9, 7, 3, 6, 473, 14, 45, 324, 193, 275, 76, 468, 328, 21, 506, 603, 404, 137, 469, 306, 194, 225, 619, 602, 454, 394, 526, 46, 357, 427, 433, 426, 544, 420, 438, 504, 180, 35, 254, 301, 52, 384, 58, 278, 272, 263, 304, 537, 273, 126, 169, 182, 446, 151, 147, 294, 205, 428, 212, 217, 408, 400, 255, 353, 291, 620, 346, 336, 326, 202, 507, 321, 26, 515, 22, 532, 531, 596, 519, 55, 530, 542, 528, 523, 100 ]
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AT1
VUILD110
[ 1, 0.9307692307692308, 0.8615384615384616, 0.7923076923076923, 0.7230769230769231, 0.7230769230769231, 0.6538461538461539, 0.6538461538461539, 0.6538461538461539, 0.5846153846153846, 0.5153846153846154, 0.5153846153846154, 0.5153846153846154, 0.5153846153846154, 0.4461538461538461, 0.4461538461538461, 0.3769230769230769, 0.3076923076923077, 0.3076923076923077, 0.3076923076923077, 0.23846153846153847, 0.23846153846153847, 0.23846153846153847, 0.23846153846153847, 0.23846153846153847, 0.16923076923076924, 0.16923076923076924, 0.16923076923076924, 0.16923076923076924, 0.16923076923076924, 0.16923076923076924, 0.16923076923076924, 0.16923076923076924, 0.16923076923076924, 0.16923076923076924, 0.16923076923076924, 0.16923076923076924, 0.16923076923076924, 0.16923076923076924, 0.16923076923076924, 0.16923076923076924, 0.16923076923076924, 0.16923076923076924, 0.16923076923076924, 0.16923076923076924, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]
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VUILD110_aaabahja-1
T3
[ [ 0, 0, 102.56410217285156, 205.12820434570312, 51.28205108642578, 0, 0, 51.28205108642578, 0, 0, 0, 0, 0, 102.56410217285156, 153.84616088867188, 0, 0, 0, 51.28205108642578, 0, 0, 0, 0, 102.56410217285156, 102.56410217285156, 0, 102.56410217285156, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 410.25640869140625, 0, 0, 51.28205108642578, 0, 0, 0, 0, 0, 0, 0, 0, 358.974365234375, 256.4102478027344, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 102.56410217285156, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 153.84616088867188, 0, 153.84616088867188, 0, 0, 51.28205108642578, 461.5384521484375, 153.84616088867188, 0, 102.56410217285156, 0, 0, 0, 51.28205108642578, 0, 0, 0, 0, 0, 0, 307.69232177734375, 0, 0, 0, 0, 0, 51.28205108642578, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 51.28205108642578, 0, 0, 0, 51.28205108642578, 153.84616088867188, 0, 0, 0, 51.28205108642578, 0, 0, 102.56410217285156, 51.28205108642578, 51.28205108642578, 0, 0, 512.8204956054688, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 51.28205108642578, 51.28205108642578, 0, 0, 0, 51.28205108642578, 0, 0, 0, 0, 153.84616088867188, 0, 0, 0, 51.28205108642578, 0, 0, 0, 0, 0, 0, 0, 102.56410217285156, 0, 0, 256.4102478027344, 0, 0, 0, 0, 51.28205108642578, 0, 0, 0, 0, 0, 0, 0, 0, 102.56410217285156, 0, 51.28205108642578, 51.28205108642578, 0, 0, 0, 0, 0, 256.4102478027344, 0, 0, 0, 0, 0, 0, 0, 51.28205108642578, 0, 0, 0, 0, 205.12820434570312, 102.56410217285156, 0, 0, 256.4102478027344, 0, 0, 51.28205108642578, 0, 0, 0, 51.28205108642578, 0, 51.28205108642578, 0, 51.28205108642578, 0, 0, 205.12820434570312, 153.84616088867188, 0, 0, 153.84616088867188, 0, 0, 0, 0, 0, 0, 51.28205108642578, 0, 0, 0, 0, 256.4102478027344, 205.12820434570312, 0, 0, 0, 51.28205108642578, 0, 0, 0, 0, 0, 0, 51.28205108642578, 0, 0, 0, 51.28205108642578, 102.56410217285156, 256.4102478027344, 102.56410217285156, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 307.69232177734375, 51.28205108642578, 0, 0, 0, 51.28205108642578, 102.56410217285156, 51.28205108642578, 153.84616088867188, 0, 0, 0, 51.28205108642578, 51.28205108642578, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 51.28205108642578, 0, 0, 51.28205108642578, 0, 0, 0, 0, 51.28205108642578, 307.69232177734375, 0, 51.28205108642578, 0, 0, 51.28205108642578, 0, 0, 0, 102.56410217285156, 102.56410217285156, 0 ] ]
validation
aaaaclao-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaaclao-1
[ "ICAM1", "EPAS1", "CD44", "CEACAM5", "VIM", "FCN3", "SPARCL1", "NKX2-1", "KRT8", "RHOA", "MGST1", "SFTPC", "CEACAM6", "NAPSA", "PECAM1", "RNASE1", "AGER", "EHMT1", "ITGB1", "DUOX1", "EPCAM", "PGC", "STAT6", "HERPUD1", "PKM", "ATF4", "SSR3", "CST3", "SFTPD", "YAP1", "NFKB1", "BMPR2", "HLA-DRA", "BCL2L11", "BCL2L1", "LUM", "ATF3", "ERLEC1", "KRT18", "ACTA2", "XBP1", "SFTA2", "HMGA1", "HIST1H1C", "IL7R", "HAVCR2", "SCGB3A2", "GZMB", "MSLN", "S100A2", "HMOX1", "PTGDS", "FN1", "NUTF2", "EMG1", "PCNA", "FAS", "SFRP4", "PDIA3", "PDGFRA", "WFDC2", "IL4R", "AXIN2", "VEGFA", "TRAC", "TGFB2", "TGFB1", "LYZ", "UBE2J1", "CD69", "STAT1", "SPRY2", "MAL", "KDR", "AKR1C1", "LGALS1", "AGR3", "SPCS2", "ITGA3", "WNT5A" ]
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0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ] ]
AT1
VUHD095
[ 1, 0.9, 0.8, 0.7000000000000001, 0.6, 0.6, 0.6, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.4, 0.4, 0.4, 0.4, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]
[ -1, -1, 1, 0.75, 1, -1, -1, 1, -1, -1, -1, -1, -1, 1, 0.33, -1, -1, -1, 0, -1, -1, -1, -1, 0.5, 0.5, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.38, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, 0.71, 0.6, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.5, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, 0.67, -1, -1, 1, 0, 0.67, -1, 0.5, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, 0.17, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, 0, 0.33, -1, -1, -1, 0, -1, -1, 0.5, 1, 0, -1, -1, 0.7, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, 0, -1, -1, -1, 1, -1, -1, -1, -1, 0.33, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, 0.4, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, 0.5, -1, 0, 0, -1, -1, -1, -1, -1, 0.6, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, 0.75, 0.5, -1, -1, 1, -1, -1, 0, -1, -1, -1, 0, -1, 0, -1, 0, -1, -1, 0, 0, -1, -1, 1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, 0.6, 0.25, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, 1, 0, 0, 0.5, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.17, 0, -1, -1, -1, 0, 0.5, 0, 0.67, -1, -1, -1, 0, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, 0, -1, -1, -1, -1, 1, 0, -1, 1, -1, -1, 1, -1, -1, -1, 0.5, 0.5, -1 ]
[ 0, 0, 2, 4, 1, 0, 0, 1, 0, 0, 0, 0, 0, 2, 3, 0, 0, 0, 1, 0, 0, 0, 0, 2, 2, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 7, 5, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 3, 0, 0, 1, 9, 3, 0, 2, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 6, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 3, 0, 0, 0, 1, 0, 0, 2, 1, 1, 0, 0, 10, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 1, 0, 0, 0, 0, 3, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 5, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 1, 1, 0, 0, 0, 0, 0, 5, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 4, 2, 0, 0, 5, 0, 0, 1, 0, 0, 0, 1, 0, 1, 0, 1, 0, 0, 4, 3, 0, 0, 3, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 5, 4, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 2, 5, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 6, 1, 0, 0, 0, 1, 2, 1, 3, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 1, 6, 0, 1, 0, 0, 1, 0, 0, 0, 2, 2, 0 ]
VUHD095_aaaaclao-1
T4
[ [ 0, 0, 0, 102.56410217285156, 0, 0, 0, 0, 0, 51.28205108642578, 0, 0, 0, 615.3846435546875, 102.56410217285156, 0, 0, 0, 0, 0, 51.28205108642578, 51.28205108642578, 0, 51.28205108642578, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 102.56410217285156, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 102.56410217285156, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 205.12820434570312, 153.84616088867188, 0, 0, 0, 0, 0, 0, 0, 0, 51.28205108642578, 0, 0, 0, 51.28205108642578, 51.28205108642578, 0, 0, 0, 0, 205.12820434570312, 0, 0, 0, 0, 0, 0, 0, 51.28205108642578, 0, 0, 0, 0, 51.28205108642578, 51.28205108642578, 153.84616088867188, 0, 0, 0, 0, 51.28205108642578, 0, 0, 0, 0, 0, 0, 51.28205108642578, 0, 0, 0, 0, 51.28205108642578, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 51.28205108642578, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 51.28205108642578, 0, 0, 0, 51.28205108642578, 0, 51.28205108642578, 0, 307.69232177734375, 0, 0, 102.56410217285156, 51.28205108642578, 410.25640869140625, 0, 717.94873046875, 307.69232177734375, 615.3846435546875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 153.84616088867188, 0, 0, 153.84616088867188, 0, 0, 0, 0, 102.56410217285156, 0, 0, 51.28205108642578, 0, 0, 0, 0, 0, 0, 0, 0, 256.4102478027344, 0, 0, 51.28205108642578, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 153.84616088867188, 0, 0, 0, 51.28205108642578, 0, 0, 0, 0, 102.56410217285156, 0, 0, 0, 0, 0, 0, 51.28205108642578, 307.69232177734375, 0, 0, 102.56410217285156, 0, 51.28205108642578, 51.28205108642578, 0, 0, 102.56410217285156, 0, 0, 0, 153.84616088867188, 153.84616088867188, 0, 0, 0, 0, 0, 358.974365234375, 153.84616088867188, 0, 51.28205108642578, 0, 0, 0, 153.84616088867188, 51.28205108642578, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 256.4102478027344, 307.69232177734375, 0, 153.84616088867188, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 102.56410217285156, 0, 51.28205108642578, 102.56410217285156, 0, 102.56410217285156, 0, 0, 51.28205108642578, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 153.84616088867188, 0, 0, 0, 0, 0, 153.84616088867188, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 51.28205108642578, 0, 51.28205108642578, 0, 0, 51.28205108642578, 205.12820434570312, 0, 51.28205108642578, 0, 0, 51.28205108642578, 0, 0, 0, 0, 153.84616088867188, 0 ] ]
validation
aaaakjfi-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaakjfi-1
[ "IFIT1", "ATF3", "IFIT3", "ICAM1", "PDIA3", "IFIT2", "MSLN", "RNASE1", "HLA-DRA", "RHOA", "KRT18", "CEACAM5", "VIM", "CTNNB1", "IRF1", "EGFR", "ITGA3", "RTKN2", "OAS3", "LUM", "STAT1", "YAP1", "OAS2", "SPCS2", "CEACAM6", "PKM", "PDIA4", "CCN2", "MYC", "SFTPD", "ATF4", "SELENOS", "MGST1", "ITGB1", "NKX2-1", "AGER", "SFTA2", "CD274", "HSPA5", "CRELD2", "COL1A2", "NFKB1", "SLC25A4", "HLA-DQA1", "PECAM1", "HIF1A", "MS4A7", "SFRP4", "HAVCR2", "GCLM", "FAS", "CREB3L4", "UBE2J1", "PLIN2", "VEGFA", "BANK1", "BAX", "WFDC2", "ANKRD28", "BCL2L1", "UCHL3", "FCGR3A", "DUOX1", "DNAJB9", "WNT5A", "KRT8", "DDIT3", "NAPSA", "MANF", "HYOU1", "JCHAIN", "EPAS1" ]
[ 9, 7, 3, 6, 278, 45, 280, 275, 426, 279, 384, 469, 263, 468, 324, 116, 603, 151, 296, 182, 301, 473, 411, 353, 542, 620, 410, 531, 117, 438, 427, 76, 389, 507, 46, 494, 369, 306, 404, 21, 504, 89, 272, 144, 135, 400, 515, 261, 431, 258, 383, 503, 253, 231, 206, 143, 594, 442, 602, 54, 55, 610, 31, 58, 596, 214, 180, 178, 614, 328, 171, 394, 360, 273, 310, 193 ]
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AT1
VUILD110
[ 1, 0.9, 0.9, 0.8, 0.7000000000000001, 0.6, 0.6, 0.6, 0.6, 0.5, 0.5, 0.4, 0.4, 0.4, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]
[ -1, -1, -1, 0.5, -1, -1, -1, -1, -1, 0, -1, -1, -1, 0.33, 0.5, -1, -1, -1, -1, -1, 0, 0, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.25, 0.33, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, 0, 1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, 1, 1, 0, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, 0, -1, 0, -1, 0.33, -1, -1, 0.5, 0, 0.25, -1, 0.29, 0.33, 0.25, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, 0.33, -1, -1, -1, -1, 0.5, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, 0.4, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, 0, -1, -1, -1, -1, 0.5, -1, -1, -1, -1, -1, -1, 1, 0.33, -1, -1, 0.5, -1, 0, 1, -1, -1, 0, -1, -1, -1, 0.67, 0.67, -1, -1, -1, -1, -1, 0.14, 0.67, -1, 1, -1, -1, -1, 0, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.6, 0.33, -1, 0.33, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.5, -1, 0, 0, -1, 0, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.67, -1, -1, -1, -1, -1, 0.33, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, 1, -1, -1, 0, 0, -1, 0, -1, -1, 0, -1, -1, -1, -1, 0, -1 ]
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VUILD110_aaaakjfi-1
T3
[ [ 0, 0, 35.71428680419922, 35.71428680419922, 321.4285888671875, 35.71428680419922, 0, 0, 0, 0, 0, 0, 0, 0, 321.4285888671875, 0, 0, 0, 35.71428680419922, 0, 0, 0, 35.71428680419922, 178.57144165039062, 35.71428680419922, 35.71428680419922, 71.42857360839844, 0, 0, 0, 0, 0, 142.85714721679688, 178.57144165039062, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 71.42857360839844, 321.4285888671875, 0, 0, 0, 0, 0, 0, 0, 35.71428680419922, 0, 0, 35.71428680419922, 0, 0, 0, 0, 71.42857360839844, 35.71428680419922, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 71.42857360839844, 35.71428680419922, 35.71428680419922, 0, 0, 0, 142.85714721679688, 321.4285888671875, 0, 35.71428680419922, 0, 0, 0, 35.71428680419922, 0, 0, 35.71428680419922, 0, 0, 0, 35.71428680419922, 0, 0, 0, 0, 0, 214.2857208251953, 0, 0, 0, 35.71428680419922, 0, 107.14286041259766, 0, 0, 0, 0, 71.42857360839844, 0, 0, 0, 0, 0, 35.71428680419922, 71.42857360839844, 0, 0, 71.42857360839844, 0, 0, 71.42857360839844, 214.2857208251953, 0, 0, 142.85714721679688, 0, 178.57144165039062, 107.14286041259766, 428.5714416503906, 142.85714721679688, 321.4285888671875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 35.71428680419922, 250, 0, 35.71428680419922, 71.42857360839844, 0, 107.14286041259766, 35.71428680419922, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 107.14286041259766, 0, 0, 178.57144165039062, 0, 0, 0, 0, 0, 0, 0, 0, 35.71428680419922, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 142.85714721679688, 0, 0, 0, 0, 0, 0, 0, 357.14288330078125, 0, 0, 0, 0, 142.85714721679688, 0, 0, 0, 250, 0, 35.71428680419922, 0, 107.14286041259766, 35.71428680419922, 0, 0, 0, 0, 0, 0, 71.42857360839844, 35.71428680419922, 71.42857360839844, 35.71428680419922, 0, 0, 35.71428680419922, 0, 0, 35.71428680419922, 35.71428680419922, 71.42857360839844, 0, 71.42857360839844, 0, 0, 0, 0, 71.42857360839844, 214.2857208251953, 0, 107.14286041259766, 0, 0, 0, 0, 0, 0, 0, 0, 0, 35.71428680419922, 71.42857360839844, 0, 0, 35.71428680419922, 35.71428680419922, 250, 0, 0, 0, 0, 0, 35.71428680419922, 0, 0, 0, 0, 0, 35.71428680419922, 0, 107.14286041259766, 35.71428680419922, 35.71428680419922, 0, 0, 0, 0, 571.4285888671875, 0, 0, 0, 0, 71.42857360839844, 0, 0, 0, 0, 0, 0, 35.71428680419922, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 214.2857208251953, 214.2857208251953, 0, 0, 0, 0, 35.71428680419922, 0, 0, 71.42857360839844, 178.57144165039062, 142.85714721679688, 0 ] ]
validation
aaaabald-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaabald-1
[ "STAT1", "IFIT1", "MSLN", "CEACAM6", "EPCAM", "AGR3", "ATF4", "IFIT3", "NKX2-1", "SFTPD", "ITGA3", "VEGFA", "VIM", "FN1", "HLA-DRA", "RNASE1", "KRT8", "CCL2", "BCL2L1", "ICAM1", "XBP1", "YAP1", "NAPSA", "IFIT2", "HSPA5", "EPAS1", "CCL18", "MGST1", "SPARCL1", "GKN2", "ITGB1", "IDH1", "RTKN2", "KRT18", "OAS2", "PTGDS", "HLA-DQB1", "CEACAM5", "TGFB1", "DUOX1", "PPARG", "SELENOS", "PECAM1", "RHOA", "ITGAV", "HERPUD1", "GSR", "BMPR2", "HIF1A", "PDIA4", "WWTR1", "CST3", "HAVCR2", "CTHRC1", "WNT5A", "EGFR", "AGER", "LMAN1", "SFTA2", "ACTA2", "SEC11C", "COL4A3", "EHMT1", "COL1A1", "SFTPC", "TOP1", "BCL2", "AXIN2", "BCL2L11", "BMP4", "OAS3", "GCLM", "ITGB6", "FCN3", "PDIA6", "ITGAM", "SMAD4", "PGC", "AIF1", "FCER1G", "FAS", "PKM", "NUCB2", "ERLEC1", "PLVAP", "SPCS3", "SPCS2", "SOX4", "POSTN", "ISG20" ]
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AT1
VUILD48MF
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VUILD48MF_aaaabald-1
T3
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validation
aaaahdka-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaahdka-1
[ "CEACAM6", "CCN2", "RNASE1", "RTKN2", "KRT18", "VIM", "CEACAM5", "ICAM1", "SPCS2", "NKX2-1", "IFIT3", "YAP1", "ATF4", "PDIA3", "CTNNB1", "HLA-DQA1", "STAT6", "AGER", "TGFB1", "EPCAM", "SPCS3", "HLA-DQB1", "HIST1H1C", "HLA-DRA", "SLC25A4", "SELENOS", "SFTPD", "SFTPC", "GKN2", "GCLM", "COL3A1", "RHOA", "NFKB1", "NUTF2", "ERLEC1", "PGC", "EHMT1", "PDIA6", "SLC25A37", "HSPA5", "HERPUD1", "IDH1", "ITGA3", "VEGFA", "ITGAV", "AKR1C2", "BMPR2", "WNT5A", "ITGB1", "CCL2", "IFIT1", "WNT7B", "ISG20" ]
[ 9, 7, 3, 6, 117, 76, 469, 473, 324, 603, 116, 275, 531, 404, 280, 620, 46, 426, 151, 261, 544, 21, 556, 194, 532, 262, 260, 263, 515, 494, 507, 506, 234, 231, 136, 468, 400, 409, 197, 433, 184, 428, 514, 272, 254, 276, 301, 602, 304, 27, 61, 614, 306, 72, 278, 615, 300 ]
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AT1
VUILD110
[ 1, 0.85, 0.85, 0.7, 0.7, 0.5499999999999999, 0.4, 0.4, 0.4, 0.4, 0.4, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]
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VUILD110_aaaahdka-1
T4
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validation
aaaalioa-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaalioa-1
[ "RTKN2", "ATF4", "CEACAM6", "FN1", "NKX2-1", "SFTPC", "HSPA5", "CD44", "EPCAM", "HLA-DRA", "VEGFA", "NAPSA", "ITGA3", "VIM", "RNASE1", "COL4A3", "COL3A1", "CD34", "KRT8", "PTGDS", "KRT18", "PDIA3", "SFTPD", "ITGB1", "AGER", "EHMT1", "XBP1", "RHOA", "CEACAM5", "PECAM1", "IL7R", "CTNNB1", "NUTF2", "CRELD2", "CST3", "FCER1A", "PDGFRB", "PDIA4", "PKM", "EGFR", "COL1A2", "SOX4", "MGST1", "PGC", "HLA-DQA1", "STAT6", "SPRY2", "SSR3", "WWTR1", "HIST1H1C", "HLA-DQB1" ]
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AT1
THD0008
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THD0008_aaaalioa-1
T3
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validation
aaaahohg-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaahohg-1
[ "RTKN2", "RNASE1", "ICAM1", "KRT8", "KRT18", "CEACAM6", "NAPSA", "AGER", "NKX2-1", "VIM", "ITGB1", "RHOA", "EPCAM", "VEGFA", "GKN2", "XBP1", "FN1", "SFTPC", "ACTA2", "PDIA3", "SSR3", "CEACAM5", "ATF4", "PKM", "HYOU1", "HIF1A", "SELENOS", "ITGA3", "WWTR1", "ITGB6", "EGFR", "DUOX1", "BMPR2", "SLC25A4", "SFTPD", "SMAD4", "COL4A3", "EPAS1", "AGR3", "COL3A1", "BCL2L1", "SPARCL1", "SCGB3A2", "HES1", "AXL", "NUTF2", "LAMP3", "CD44", "SFTA2", "FAS", "STAT1", "CST3", "S100A9", "MYC", "CTNNB1", "EMG1", "PECAM1", "LUM", "DMBT1", "PIM2", "GCLM", "PDIA4", "GSR", "HERPUD1", "MYDGF", "SEC11C", "NFKB1", "PRDX4", "SNAI2", "CDH26", "CCL2", "HIST1H1C", "YAP1", "CCN2", "ITGAV", "LYZ", "MANF", "UBE2J1", "IRF1", "SPRY2", "IFIT3", "MGST1", "IDH1", "AKR1C1" ]
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AT1
VUILD102MF
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VUILD102MF_aaaahohg-1
T3
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validation
aaabagin-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaabagin-1
[ "SFTPD", "CEACAM6", "EPCAM", "VEGFA", "HSPA5", "PDIA3", "ICAM1", "RTKN2", "AGER", "RNASE1", "NKX2-1", "PGC", "NAPSA", "KRT18", "DMBT1", "CD44", "VIM", "WWTR1", "COL4A3", "SSR3", "PKM", "TGFB2", "IRF1", "ITGA3", "CCN2", "DUOX1", "HERPUD1", "XBP1", "SCGB3A2", "SCGB1A1", "PDIA4", "SPARCL1", "FCER1G", "SFTPC", "MCEMP1", "IDH1", "CST3", "RSPO3", "PRDX4", "CD69", "CPA3", "COL3A1", "SEC11C", "HLA-DRA", "SELENOS", "PTPRC", "HIF1A", "MMP7", "SFTA2", "RHOA", "HMGA1", "CTNNB1", "EGFR", "BCL2L1", "ITGAV", "BAX", "FN1", "AXL", "UCHL3", "TTC19", "ITGB1", "ATF6", "ATF4", "LAMP3", "KRT8", "WNT5A", "ACTA2", "PDIA6", "IFIT3", "TREM2", "FAS", "NUTF2", "SPP1", "SPRY2", "YAP1", "ERLEC1", "TGFB3", "BMPR2", "NKG7", "GSR", "NFKB1", "STAT1" ]
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AT1
THD0008
[ 1, 0.8875, 0.775, 0.6625, 0.6625, 0.6625, 0.55, 0.55, 0.55, 0.4375, 0.4375, 0.4375, 0.4375, 0.4375, 0.4375, 0.325, 0.325, 0.325, 0.325, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]
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THD0008_aaabagin-1
T3
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validation
aaaacdoi-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaacdoi-1
[ "VIM", "SFTPD", "ICAM1", "EPCAM", "RHOA", "NKX2-1", "ATF3", "NAPSA", "KRT18", "CEACAM6", "ITGB1", "MGST1", "NUTF2", "XBP1", "HSPA5", "SSR3", "BMPR2", "SLC25A4", "MAL", "CST3", "OAS2", "YAP1", "FN1", "PCNA", "RTKN2", "SPARCL1", "RNASE1", "ACTA2", "PGC", "VEGFA", "PDIA4", "ERLEC1", "KRT8", "EPAS1", "DUOX1", "PPARG", "FCER1G", "PLIN2", "MSLN", "HIST1H1C", "MYC", "SFTPC", "FGFBP2", "COL1A1", "NUCB2", "GCLM", "DNAJB9", "PTGDS", "OAS3", "CTNNB1", "PDGFRA", "CD44", "DDIT3", "SFTA2", "EHMT1", "CD68", "FAS", "AXIN2", "LAMP3", "MCEMP1", "SPCS2", "ATF6", "ATF4", "STAT6", "SPRY2", "UCHL3", "HMGA1", "AKR1C2", "AKR1C1", "AGR3", "AGER", "BCL2L11" ]
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AT1
VUHD095
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VUHD095_aaaacdoi-1
T4
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validation
aaaaddkp-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaaddkp-1
[ "SFTPC", "RTKN2", "VEGFA", "PGC", "NUTF2", "YAP1", "MGST1", "NKX2-1", "RHOA", "PDIA3", "LYZ", "XBP1", "LAMP3", "SPARCL1", "ITGAV", "ITGB6", "CD44", "ITGA3", "EGFR", "PLIN2", "EPCAM", "ERLEC1", "VIM", "CEACAM6", "NAPSA", "SFTPD", "HIF1A", "SOD2", "EPAS1", "COL4A3", "HLA-DRA", "BCL2L1", "UBE2J1", "ATF4", "BMPR2", "UGDH", "ANKRD28", "KRT18", "DMBT1", "HIST1H1C", "ITGB1", "FN1", "SLC25A37", "PRDX4", "AXIN2", "SFTA2", "JCHAIN", "FOXJ1", "SELENOS", "GCLM", "COL3A1", "RNASE1", "GSR", "NFKB1", "GKN2", "CST3", "ATF6", "HMGA1", "FCER1G", "CTNNB1", "PDIA6", "DUOX1", "AGR3", "AIF1", "STAT6", "AKR1B10", "TOP1", "IFIT3", "TTC19", "ICAM1", "EHMT1", "HSPA5", "SOX4", "FCGR3A" ]
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AT1
VUHD116B
[ 1, 0.9, 0.8, 0.7000000000000001, 0.6, 0.5, 0.5, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]
[ -1, -1, -1, -1, 0, 0, 1, -1, -1, 0, -1, -1, -1, -1, 1, 1, -1, -1, 1, -1, -1, -1, -1, 0.5, -1, -1, 0.5, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.67, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, 1, -1, -1, -1, -1, 0, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, 1, 0.67, 1, -1, -1, -1, 0.5, 0.33, -1, 0.67, -1, -1, -1, -1, -1, -1, 0, -1, 0, -1, -1, -1, -1, -1, -1, -1, 1, -1, 1, -1, 0, -1, 0, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.5, 1, -1, -1, 0, 1, -1, 1, -1, 1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, 0.67, -1, 0, 0.67, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, 0.25, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.75, -1, -1, -1, -1, -1, -1, 0.6, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, 1, -1, -1, 0.5, -1, -1, 0.5, -1, -1, -1, -1, -1, -1, -1, 0.5, -1, 1, -1, 0.14, -1, -1, -1, 0.33, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, 0.5, 0, -1, 0.92, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, 1, 0.38, 0.5, -1, 1, -1, -1, -1, -1, -1, -1, -1, 0.5, -1, 1, -1, 0.67, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, 0, 0, -1, -1, 0.5, -1, 0.89, 0.33, -1, -1, -1, -1, -1, -1, -1, -1, 1, 0.6, -1 ]
[ 0, 0, 0, 0, 1, 1, 1, 0, 0, 2, 0, 0, 0, 0, 2, 1, 0, 0, 1, 0, 0, 0, 0, 2, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 2, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 3, 1, 0, 0, 0, 2, 3, 0, 3, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 1, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 1, 0, 0, 2, 1, 0, 1, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 3, 0, 1, 3, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4, 0, 0, 0, 0, 0, 0, 5, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 1, 0, 0, 4, 0, 0, 6, 0, 0, 0, 0, 0, 0, 0, 4, 0, 1, 0, 7, 0, 0, 0, 3, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 4, 1, 0, 12, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 16, 2, 0, 1, 0, 0, 0, 0, 0, 0, 0, 2, 0, 1, 0, 3, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 2, 0, 0, 2, 0, 9, 3, 0, 0, 0, 0, 0, 0, 0, 0, 4, 5, 0 ]
VUHD116B_aaaaddkp-1
T4
[ [ 0, 0, 180.18017578125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 270.270263671875, 0, 0, 0, 90.090087890625, 0, 0, 0, 0, 180.18017578125, 0, 0, 90.090087890625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 270.270263671875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 180.18017578125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 90.090087890625, 0, 0, 0, 0, 0, 0, 180.18017578125, 0, 0, 90.090087890625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 90.090087890625, 270.270263671875, 90.090087890625, 90.090087890625, 0, 0, 90.090087890625, 360.3603515625, 180.18017578125, 0, 90.090087890625, 0, 0, 0, 180.18017578125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 90.090087890625, 180.18017578125, 0, 0, 0, 0, 0, 90.090087890625, 0, 0, 0, 0, 90.090087890625, 0, 0, 0, 0, 0, 0, 90.090087890625, 90.090087890625, 0, 90.090087890625, 90.090087890625, 90.090087890625, 0, 0, 0, 0, 270.270263671875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 90.090087890625, 0, 0, 180.18017578125, 0, 0, 0, 0, 180.18017578125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 90.090087890625, 0, 0, 90.090087890625, 0, 0, 0, 0, 90.090087890625, 0, 0, 0, 0, 0, 0, 0, 0, 270.270263671875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 90.090087890625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 90.090087890625, 0, 0, 0, 0, 0, 0, 0, 90.090087890625, 90.090087890625, 0, 90.090087890625, 90.090087890625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 180.18017578125, 0, 0, 0, 0, 720.720703125, 270.270263671875, 0, 450.450439453125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 90.090087890625, 0, 0, 0, 0, 90.090087890625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 90.090087890625, 0, 0, 90.090087890625, 630.630615234375, 0, 0, 0, 0, 270.270263671875, 90.090087890625, 90.090087890625, 270.270263671875, 0, 0, 0, 0, 90.090087890625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 90.090087890625, 540.54052734375, 0, 0, 0, 0, 0, 0, 0, 0, 180.18017578125, 0, 0 ] ]
validation
aaaackhm-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaackhm-1
[ "RHOA", "SPARCL1", "VIM", "RTKN2", "EPAS1", "SPRY2", "STAT6", "HSPA5", "LUM", "RNASE1", "ATF4", "CD44", "DUOX1", "BCL2L1", "FN1", "ITGB1", "EPCAM", "CEACAM5", "ACTA2", "CST3", "PTGDS", "XBP1", "FAS", "ITGA3", "HIF1A", "PECAM1", "HES1", "HIST1H1C", "HERPUD1", "HLA-DQA1", "SFTPD", "SOD2", "MS4A7", "DNAJB9", "EMG1", "SELENOS", "COL1A2", "FKBP11", "PDIA6", "SOX9", "EHMT1", "CTNNB1", "NUCB2", "PDGFRB", "EGFR", "PDIA3", "GSR", "GKN2", "ERLEC1", "BMPR2", "AXIN2", "TGFB2", "SSR3", "STAT1", "LGALS1", "KRT18", "IRF1", "KRT8", "VEGFA" ]
[ 8, 7, 3, 6, 468, 530, 603, 473, 193, 537, 544, 272, 353, 469, 46, 100, 180, 58, 225, 306, 194, 116, 14, 147, 454, 619, 206, 301, 258, 431, 255, 260, 254, 261, 507, 526, 383, 178, 191, 494, 135, 224, 428, 529, 184, 151, 408, 425, 182, 426, 247, 234, 197, 61, 51, 557, 541, 542, 336, 324, 296, 328, 602 ]
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AT1
VUHD069
[ 1, 0.8714285714285716, 0.7428571428571429, 0.6142857142857143, 0.48571428571428577, 0.3571428571428572, 0.3571428571428572, 0.3571428571428572, 0.3571428571428572, 0.3571428571428572, 0.3571428571428572, 0.3571428571428572, 0.3571428571428572, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]
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VUHD069_aaaackhm-1
T4
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validation
aaaahldp-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaahldp-1
[ "ICAM1", "VIM", "HLA-DRA", "IFIT3", "KRT8", "KRT18", "CCL18", "LYZ", "MRC1", "FN1", "IFIT1", "RNASE1", "IRF1", "EPCAM", "HLA-DQA1", "VEGFA", "RHOA", "NKX2-1", "STAT1", "ITGB1", "MGST1", "AGER", "ATF4", "CD68", "CTNNB1", "SFTPD", "CST3", "XBP1", "BANK1", "PKM", "RTKN2", "MS4A7", "PDIA3", "FCGR3A", "OAS3", "GCLM", "SMAD4", "OAS2", "PECAM1", "CD44", "EPAS1", "PDIA6", "LMAN1", "HAVCR2", "SLC25A4", "ITGAV", "IFIT2", "BMPR2", "TTC19", "ERLEC1", "EMG1", "CEACAM6", "MSLN", "AIF1", "TOP1", "FAS", "DUOX1", "EGFR", "PTPRC", "SEC11C", "HIST1H1C", "PDIA4", "LPAR1", "LPAR2", "ITGB6", "ITGAM", "ITGA3", "MARCO", "YAP1", "MCEMP1", "HSPA5", "HMGA1", "HLA-DQB1", "SELENOS", "HIF1A", "NAPSA", "PCNA", "PLIN2", "COL4A3", "IL7R", "CD1A", "SFTA2", "TP63", "CD274", "CD34", "BCL2L1", "CD69", "SPCS3", "ATG7", "ATF6", "SOD2", "APLNR", "SPCS2", "SLC1A3", "SFTPC", "ACTA2", "AGR3" ]
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AT1
VUILD48MF
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VUILD48MF_aaaahldp-1
T3
[ [ 0, 0, 0, 481.9277038574219, 0, 0, 0, 120.48192596435547, 120.48192596435547, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 120.48192596435547, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 361.4457702636719, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 120.48192596435547, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 120.48192596435547, 0, 0, 0, 0, 0, 0, 0, 0, 0, 240.96385192871094, 0, 120.48192596435547, 0, 0, 0, 0, 120.48192596435547, 0, 0, 0, 0, 0, 0, 0, 0, 120.48192596435547, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 963.8554077148438, 120.48192596435547, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 361.4457702636719, 0, 0, 0, 0, 0, 120.48192596435547, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 240.96385192871094, 0, 0, 120.48192596435547, 0, 0, 0, 120.48192596435547, 0, 0, 120.48192596435547, 0, 120.48192596435547, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 240.96385192871094, 0, 602.4096069335938, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 602.4096069335938, 0, 0, 240.96385192871094, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 120.48192596435547, 0, 0, 0, 0, 0, 0, 0, 120.48192596435547, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 120.48192596435547, 0, 120.48192596435547, 0, 120.48192596435547, 120.48192596435547, 0, 0, 0, 240.96385192871094, 0, 0, 0, 0, 0, 0, 120.48192596435547, 0, 0, 0, 0, 361.4457702636719, 240.96385192871094, 0, 120.48192596435547, 0, 0, 0, 120.48192596435547, 0, 0, 0, 0, 0, 0, 120.48192596435547, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 120.48192596435547, 0, 0, 0, 240.96385192871094, 120.48192596435547, 0, 0, 0, 0, 120.48192596435547, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 120.48192596435547, 0, 0, 0, 0, 0, 0, 120.48192596435547, 0, 0, 0, 0, 0, 843.3734741210938, 0, 0, 0, 0, 0, 0, 0, 0, 120.48192596435547, 120.48192596435547, 0 ] ]
validation
aaaabopb-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaabopb-1
[ "EPAS1", "VIM", "KRT18", "ITGB1", "AGER", "FN1", "CCN2", "RHOA", "KRT8", "COL1A2", "PKM", "ITGAV", "RNASE1", "SPARCL1", "HERPUD1", "CD44", "MFAP5", "SOD2", "SPCS2", "SSR3", "HIF1A", "LUM", "PECAM1", "GKN2", "COL4A3", "SELENOS", "S100A8", "RTKN2", "CST3", "PTGDS", "DCN", "PDGFRA", "EPCAM", "PDIA3", "CEACAM5", "HLA-DRA", "PDIA6", "BMPR2", "YAP1", "TOP2A", "AKR1C2", "ICAM1", "AKR1C1", "HSPA5", "XBP1", "UBE2J1" ]
[ 8, 7, 3, 6, 193, 603, 324, 306, 21, 225, 76, 468, 328, 135, 438, 304, 469, 530, 254, 100, 368, 526, 531, 541, 258, 353, 431, 234, 137, 494, 480, 473, 147, 454, 169, 424, 194, 426, 116, 263, 428, 61, 620, 581, 27, 275, 26, 272, 619, 594 ]
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AT1
VUHD113
[ 1, 0.85, 0.7, 0.7, 0.5499999999999999, 0.4, 0.4, 0.4, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]
[ -1, -1, -1, 0.5, -1, -1, -1, 0, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, 1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.5, -1, -1, 0, -1, -1, -1, 0, -1, -1, 1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, 0.4, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.4, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, 0, -1, 0, 0, -1, -1, -1, 0.5, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, 0, 1, -1, 0, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, 0.5, 0, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, 0.14, -1, -1, -1, -1, -1, -1, -1, -1, 1, 0, -1 ]
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VUHD113_aaaabopb-1
T4
[ [ 0, 0, 0, 102.04081726074219, 0, 0, 0, 153.06121826171875, 0, 0, 0, 0, 0, 0, 153.06121826171875, 0, 51.020408630371094, 0, 51.020408630371094, 0, 51.020408630371094, 0, 0, 0, 0, 51.020408630371094, 0, 0, 0, 0, 0, 0, 0, 0, 0, 51.020408630371094, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 51.020408630371094, 0, 0, 0, 0, 0, 0, 0, 0, 204.08163452148438, 51.020408630371094, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 204.08163452148438, 0, 0, 0, 0, 0, 0, 0, 0, 51.020408630371094, 51.020408630371094, 102.04081726074219, 0, 0, 0, 0, 204.08163452148438, 0, 0, 51.020408630371094, 0, 0, 0, 0, 0, 51.020408630371094, 0, 0, 0, 0, 0, 0, 0, 204.08163452148438, 51.020408630371094, 51.020408630371094, 0, 0, 0, 102.04081726074219, 0, 0, 0, 0, 51.020408630371094, 0, 51.020408630371094, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 51.020408630371094, 0, 0, 0, 0, 0, 51.020408630371094, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 153.06121826171875, 0, 0, 153.06121826171875, 0, 0, 0, 102.04081726074219, 255.10205078125, 102.04081726074219, 0, 0, 51.020408630371094, 0, 0, 0, 0, 0, 0, 0, 0, 0, 51.020408630371094, 0, 0, 0, 102.04081726074219, 51.020408630371094, 0, 0, 0, 204.08163452148438, 51.020408630371094, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 204.08163452148438, 0, 0, 51.020408630371094, 0, 204.08163452148438, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 51.020408630371094, 51.020408630371094, 0, 0, 0, 0, 663.2653198242188, 0, 0, 0, 102.04081726074219, 0, 0, 102.04081726074219, 0, 0, 0, 0, 0, 0, 0, 102.04081726074219, 0, 0, 51.020408630371094, 255.10205078125, 0, 0, 51.020408630371094, 51.020408630371094, 0, 0, 0, 0, 0, 0, 0, 0, 0, 51.020408630371094, 204.08163452148438, 612.244873046875, 51.020408630371094, 204.08163452148438, 0, 0, 0, 0, 0, 51.020408630371094, 0, 0, 51.020408630371094, 0, 0, 0, 0, 51.020408630371094, 1530.6123046875, 765.30615234375, 0, 0, 0, 0, 0, 51.020408630371094, 0, 0, 0, 153.06121826171875, 0, 0, 0, 102.04081726074219, 51.020408630371094, 153.06121826171875, 0, 0, 0, 0, 0, 51.020408630371094, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 51.020408630371094, 102.04081726074219, 0, 0, 0, 0, 0, 0, 0, 51.020408630371094, 153.06121826171875, 0, 0 ] ]
validation
aaaaelno-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaaelno-1
[ "SFTPC", "SFTPD", "NAPSA", "RNASE1", "PGC", "ICAM1", "CD44", "CEACAM6", "CST3", "RTKN2", "DUOX1", "RHOA", "KRT18", "ITGB1", "LAMP3", "SOD2", "XBP1", "ATF4", "HLA-DRA", "HIST1H1C", "SPCS3", "AKR1C1", "AGER", "SPARCL1", "COL4A3", "EPAS1", "VIM", "IDH1", "ITGA3", "HYOU1", "NUTF2", "NKX2-1", "PDIA3", "PECAM1", "MS4A7", "KRT8", "MSLN", "SFTA2", "SCGB3A2", "COL1A2", "COL3A1", "ITGAE", "SAA2", "CTNNB1", "GKN2", "RSPO3", "DCN", "RETN", "EGFR", "IFIT3", "FN1", "PLIN2", "PKM", "FABP4", "FAS", "SMAD4", "ITGB6", "EHMT1", "IL7R", "VEGFA", "BMP4", "AXIN2", "CCL22", "STAT6", "CD247", "SPCS2", "BANK1", "ATG7", "WWTR1", "CD52" ]
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AT1
VUHD069
[ 1, 0.8875, 0.775, 0.6625, 0.55, 0.55, 0.4375, 0.4375, 0.4375, 0.4375, 0.4375, 0.4375, 0.4375, 0.4375, 0.4375, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]
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VUHD069_aaaaelno-1
T4
[ [ 0, 0, 117.64705657958984, 0, 117.64705657958984, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 117.64705657958984, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 235.2941131591797, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 117.64705657958984, 0, 0, 0, 0, 0, 0, 117.64705657958984, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 117.64705657958984, 0, 0, 0, 0, 0, 0, 117.64705657958984, 0, 0, 0, 0, 1294.11767578125, 235.2941131591797, 0, 0, 0, 0, 0, 117.64705657958984, 0, 0, 0, 0, 0, 0, 117.64705657958984, 0, 0, 0, 0, 0, 470.5882263183594, 0, 0, 0, 0, 0, 0, 0, 117.64705657958984, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 117.64705657958984, 0, 0, 117.64705657958984, 0, 0, 117.64705657958984, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 117.64705657958984, 0, 0, 0, 117.64705657958984, 0, 0, 117.64705657958984, 0, 117.64705657958984, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 117.64705657958984, 0, 0, 117.64705657958984, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 117.64705657958984, 117.64705657958984, 0, 117.64705657958984, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 352.941162109375, 0, 0, 0, 0, 0, 0, 117.64705657958984, 0, 0, 0, 235.2941131591797, 0, 0, 352.941162109375, 0, 0, 0, 0, 0, 0, 0, 0, 117.64705657958984, 0, 117.64705657958984, 0, 0, 0, 0, 470.5882263183594, 117.64705657958984, 0, 588.2352905273438, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 235.2941131591797, 0, 0, 0, 588.2352905273438, 117.64705657958984, 0, 0, 0, 0, 0, 0, 0, 0, 0, 117.64705657958984, 0, 0, 0, 1058.823486328125, 0, 0, 0, 0, 117.64705657958984, 0, 117.64705657958984, 0, 0, 0, 0, 0, 117.64705657958984, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 117.64705657958984, 0, 0, 0, 0, 0, 0, 0, 0, 0, 117.64705657958984, 0 ] ]
validation
aaaaacec-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaaacec-1
[ "EPAS1", "SPARCL1", "RTKN2", "SFTPC", "FN1", "RHOA", "NKX2-1", "PECAM1", "SELENOS", "CCN2", "EPCAM", "PDIA3", "COL1A2", "SOD2", "RNASE1", "CST3", "PTGDS", "SPRY2", "PPARG", "DDIT3", "SFTPD", "IL7R", "PCNA", "ITGAV", "ITGA3", "YAP1", "KRT18", "KRT8", "HSPA5", "EGFR", "HLA-DRA", "MAL", "MANF", "MCEMP1", "GNG11", "FCN3", "FAS", "HIST1H1C", "STAT1", "ITGB1", "BCL2L1", "TGFB2", "ACTA2", "AGR3", "VIM" ]
[ 8, 7, 3, 6, 193, 530, 473, 506, 225, 468, 404, 431, 494, 76, 194, 426, 135, 526, 469, 147, 454, 537, 448, 171, 507, 294, 420, 304, 301, 620, 324, 328, 272, 182, 263, 358, 360, 363, 238, 217, 206, 260, 542, 306, 58, 557, 14, 22, 603 ]
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AT1
VUHD116B
[ 1, 0.85, 0.7, 0.7, 0.5499999999999999, 0.5499999999999999, 0.4, 0.4, 0.25, 0.25, 0.25, 0.25, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]
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VUHD116B_aaaaacec-1
T4
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validation
aaaalegn-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaalegn-1
[ "KRT18", "ICAM1", "FN1", "VIM", "KRT8", "CTNNB1", "SCGB3A2", "AGER", "KDR", "RNASE1", "NKX2-1", "EPCAM", "SFTPD", "RHOA", "SOD2", "MGST1", "SPCS3", "HLA-DRA", "EPAS1", "VEGFA", "DCN", "FCN3", "CD44", "PECAM1", "CCL2", "COL1A2", "GNG11", "CCN2", "MSLN", "COL4A3", "FGFBP2", "RTKN2", "SPARCL1", "ITGB1", "SCGB1A1", "XBP1", "SFRP4", "BANK1", "AGR3", "SFTPC", "ANKRD28", "PKM", "SPCS2", "ATF3", "STAT1", "FCGR3A", "FAS", "HLA-DQA1", "HIF1A", "FCER1G", "HYOU1", "YAP1", "IL7R", "JCHAIN", "WWTR1", "WNT5A", "UBE2J1", "TGFB2", "SSR3", "SELENOS", "PTPRC", "ITGA3", "PTGDS", "PDIA6", "PDIA3", "NUTF2", "NFKB1", "LYZ", "LPAR1", "LMAN1", "PIM2", "PDIA4", "ZEB1", "ATG7", "CD247", "CEACAM6", "CD68", "CD14", "ACTA2" ]
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AT1
VUILD96LF
[ 1, 0.9, 0.8, 0.7000000000000001, 0.6, 0.5, 0.5, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]
[ -1, -1, 0, 0.25, 0.5, -1, -1, -1, -1, 0.5, -1, -1, -1, 0.5, -1, -1, 1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, 0, -1, -1, -1, 0, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, 0.5, -1, -1, -1, -1, -1, -1, -1, 0.2, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, 0.25, -1, -1, -1, -1, -1, 0, -1, -1, 0, -1, 0, -1, 0, -1, -1, -1, 0, -1, 0.22, -1, -1, -1, -1, -1, -1, -1, 0.5, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, 1, -1, 0.33, -1, -1, -1, 0, 0.42, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, 1, -1, -1, -1, -1, 0.5, -1, -1, 0, 0, -1, -1, -1, -1, -1, -1, -1, 0.27, -1, -1, 0.5, -1, -1, -1, -1, -1, -1, -1, -1, 1, 0, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, 0.33, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, 0, -1, -1, 0.5, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, 0, 0, 0, 0, -1, -1, 0, 0, -1, -1, -1, -1, -1, -1, 0, 0, -1, -1, -1, 0.67, 0.25, -1, 0.5, -1, -1, -1, -1, -1, -1, -1, 0, 0.4, -1, 0, -1, 0, -1, 0.5, 0.25, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, 0, 0, 0, -1, -1, -1, 1, 0.5, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, 0.33, 0.25, -1, -1, -1, -1, 0, -1, -1, 1, 0, 0, 0 ]
[ 0, 0, 1, 4, 2, 0, 0, 0, 0, 2, 0, 0, 0, 2, 0, 0, 1, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 2, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 2, 0, 0, 0, 0, 0, 0, 0, 5, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 4, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 1, 0, 3, 0, 0, 0, 2, 0, 9, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 3, 0, 0, 0, 1, 12, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 2, 0, 0, 1, 4, 0, 0, 0, 0, 0, 0, 0, 15, 0, 0, 6, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 1, 0, 0, 4, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 2, 0, 0, 1, 2, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 3, 4, 0, 2, 0, 0, 0, 0, 0, 0, 0, 2, 5, 0, 1, 0, 2, 0, 2, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 2, 2, 3, 0, 0, 0, 1, 2, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 3, 8, 0, 0, 0, 0, 1, 0, 0, 1, 2, 1, 1 ]
VUILD96LF_aaaalegn-1
T3
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validation
aaaacnje-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaacnje-1
[ "ICAM1", "VEGFA", "RTKN2", "KRT8", "EPAS1", "FN1", "SFTPD", "VIM", "HSPA5", "KRT18", "NKX2-1", "RNASE1", "SMAD4", "ATF4", "AGER", "BCL2L1", "HIF1A", "HIST1H1C", "HLA-DRA", "COL4A3", "CD44", "PDIA3", "MSLN", "ITGB1", "EPCAM", "ITGA3", "STAT1", "SFTPC", "YAP1", "PDIA6", "ITGB6", "CEACAM5", "RHOA", "GNG11", "SCGB1A1", "SSR3", "HMGA1", "SELENOS", "SOD2", "CST3", "SFTA2", "MGST1", "CEACAM6", "SPCS3", "CTNNB1", "CREB3L4", "PTGDS", "ISG20", "ATF3", "ITGAV", "BCL2", "LUM", "APLNR", "IRF1", "IL4R", "PKM", "LAMP3", "WNT5A", "TOP1", "CCL2", "NUTF2", "AGR3", "NUCB2", "PRDX4", "IFIT3", "AXIN2" ]
[ 9, 7, 3, 6, 275, 602, 473, 328, 193, 225, 507, 603, 272, 324, 404, 469, 519, 46, 21, 58, 258, 260, 263, 137, 100, 426, 384, 306, 194, 301, 542, 506, 620, 428, 308, 116, 468, 238, 488, 541, 264, 494, 526, 147, 504, 369, 117, 532, 151, 143, 454, 300, 45, 304, 57, 353, 35, 296, 293, 438, 332, 614, 580, 72, 409, 22, 408, 450, 280, 51 ]
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AT1
VUILD96LF
[ 1, 1, 0.8875, 0.775, 0.775, 0.775, 0.6625, 0.6625, 0.55, 0.55, 0.55, 0.4375, 0.4375, 0.4375, 0.4375, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]
[ -1, -1, -1, 0.75, 1, -1, -1, -1, -1, -1, -1, 0, -1, 0, 0.5, -1, -1, -1, 0, -1, -1, -1, 1, 0.67, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.33, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.5, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, 1, -1, -1, 1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.29, 0.67, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.57, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.33, 0, -1, -1, 0.67, 0, -1, 0.4, -1, 0.6, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, 1, -1, 1, 0.5, -1, -1, 0, -1, 0, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.6, -1, -1, 0.43, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, 0.33, -1, -1, -1, -1, -1, -1, -1, -1, 0.6, -1, 0, 0, -1, -1, -1, -1, -1, -1, -1, 0.33, -1, 0.5, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, 1, 1, -1, -1, -1, -1, 1, 1, -1, 0.56, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, 1, -1, -1, 1, 0, 0.17, -1, -1, -1, -1, -1, 0.5, -1, -1, -1, 1, -1, -1, -1, -1, -1, 1, -1, -1, -1, 1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.8, 0.17, -1, -1, -1, -1, 0, -1, -1, -1, -1, 0.5, -1 ]
[ 0, 0, 0, 4, 1, 0, 0, 0, 0, 0, 0, 1, 0, 1, 4, 0, 0, 0, 1, 0, 0, 0, 1, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 1, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 7, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 7, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 3, 0, 0, 3, 1, 0, 5, 0, 10, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 1, 2, 0, 0, 1, 0, 3, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 5, 0, 0, 7, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 5, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 3, 0, 2, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 2, 4, 0, 9, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 1, 2, 6, 0, 0, 0, 0, 0, 4, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 10, 6, 0, 0, 0, 0, 1, 0, 0, 0, 0, 2, 0 ]
VUILD96LF_aaaacnje-1
T3
[ [ 0, 0, 0, 105.82010650634766, 105.82010650634766, 52.91005325317383, 0, 52.91005325317383, 0, 0, 0, 0, 0, 0, 158.73016357421875, 52.91005325317383, 0, 0, 105.82010650634766, 0, 0, 0, 0, 52.91005325317383, 0, 0, 52.91005325317383, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 52.91005325317383, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 52.91005325317383, 52.91005325317383, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 52.91005325317383, 211.6402130126953, 0, 0, 52.91005325317383, 0, 0, 0, 0, 264.5502624511719, 105.82010650634766, 158.73016357421875, 264.5502624511719, 0, 0, 0, 0, 0, 0, 0, 105.82010650634766, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 52.91005325317383, 52.91005325317383, 105.82010650634766, 0, 0, 0, 264.5502624511719, 158.73016357421875, 0, 0, 0, 0, 0, 105.82010650634766, 0, 0, 0, 52.91005325317383, 0, 0, 0, 0, 0, 0, 0, 0, 370.370361328125, 0, 0, 0, 0, 0, 105.82010650634766, 0, 0, 0, 0, 0, 52.91005325317383, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 52.91005325317383, 0, 0, 0, 0, 211.6402130126953, 0, 0, 0, 52.91005325317383, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 158.73016357421875, 0, 0, 0, 0, 211.6402130126953, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 264.5502624511719, 0, 0, 476.19049072265625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 158.73016357421875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 52.91005325317383, 52.91005325317383, 0, 0, 0, 0, 52.91005325317383, 52.91005325317383, 0, 0, 211.6402130126953, 0, 0, 52.91005325317383, 0, 158.73016357421875, 0, 52.91005325317383, 0, 0, 0, 52.91005325317383, 52.91005325317383, 52.91005325317383, 0, 0, 0, 52.91005325317383, 158.73016357421875, 0, 0, 0, 211.6402130126953, 0, 0, 211.6402130126953, 0, 0, 0, 0, 264.5502624511719, 370.370361328125, 0, 211.6402130126953, 0, 0, 0, 52.91005325317383, 0, 0, 0, 0, 0, 0, 0, 0, 211.6402130126953, 52.91005325317383, 105.82010650634766, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 52.91005325317383, 0, 52.91005325317383, 52.91005325317383, 0, 0, 0, 0, 52.91005325317383, 264.5502624511719, 0, 0, 0, 0, 52.91005325317383, 105.82010650634766, 52.91005325317383, 0, 0, 0, 0, 52.91005325317383, 0, 0, 0, 0, 0, 0, 52.91005325317383, 0, 0, 52.91005325317383, 0, 52.91005325317383, 264.5502624511719, 899.4708862304688, 0, 0, 0, 0, 0, 0, 0, 0, 52.91005325317383, 52.91005325317383, 52.91005325317383 ] ]
validation
aaablong-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaablong-1
[ "VIM", "KRT8", "FN1", "RNASE1", "STAT1", "RHOA", "VEGFA", "COL1A1", "KRT18", "COL4A3", "EPAS1", "RTKN2", "ICAM1", "POSTN", "PTGDS", "NKX2-1", "SFRP4", "CEACAM6", "ITGB1", "COL3A1", "LUM", "OAS3", "ITGA3", "PKM", "ATF4", "EPCAM", "COL1A2", "SFTPC", "TGFB2", "FAS", "AGR3", "CTNNB1", "GKN2", "AXIN2", "EHMT1", "AGER", "FCGBP", "MS4A7", "CGA", "MSLN", "HLA-DRA", "PDIA3", "PDIA4", "CEACAM5", "DUOX1", "PIM2", "EGFR", "NAPSA", "GZMA", "NFKB1", "S100A8", "PCNA", "SOX4", "NUTF2", "SFTA2", "ZEB1", "PDIA6", "CD4", "BMPR2", "CD44", "TOP1", "TTC19", "BCL2L1", "UCHL3", "CCN2", "TGFB3", "TGFB1", "YAP1", "ATF6", "SSR3", "IFIT3", "UQCRHL", "SPCS2", "XBP1", "SPARCL1", "AKR1C1", "AIF1" ]
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AT1
VUILD110
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VUILD110_aaablong-1
T3
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validation
aaaagddp-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaagddp-1
[ "VIM", "PTGDS", "RNASE1", "HLA-DRA", "AGER", "CCL18", "COL1A2", "NAPSA", "KRT18", "ICAM1", "ITGA3", "SFTPD", "FN1", "DMBT1", "DCN", "COL3A1", "KRT8", "PGC", "RHOA", "ATF4", "AIF1", "VEGFA", "COL4A3", "SELENOS", "COL1A1", "CD68", "HSPA5", "BCL2L1", "LYZ", "SPARCL1", "XBP1", "CEACAM6", "HIF1A", "SFTPC", "ACTA2", "EPCAM", "CCN2", "ATF3", "RTKN2", "PKM", "FAS", "PDGFRA", "ITGB1", "MSLN", "PTPRC", "DUOX1", "NUTF2", "IDH1", "WWTR1", "CEACAM5", "HERPUD1", "MS4A7", "CST3", "HIST1H1C", "HLA-DQA1", "NKX2-1", "IL7R", "CD4", "MANF", "TTC19", "FCER1G", "FGF7", "BMPR2", "KLRB1", "TOP1", "FABP4", "CCL2", "ITGAV", "EPAS1", "POSTN", "LUM", "MYC", "IL2RA", "YAP1", "MYDGF", "SSR3", "IL32", "SPCS3" ]
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AT1
VUILD91MF
[ 1, 0.9099999999999999, 0.82, 0.82, 0.73, 0.64, 0.64, 0.5499999999999999, 0.45999999999999996, 0.45999999999999996, 0.45999999999999996, 0.45999999999999996, 0.37, 0.37, 0.37, 0.37, 0.37, 0.37, 0.37, 0.37, 0.37, 0.37, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]
[ -1, -1, 0, 0.22, -1, 0.25, -1, -1, -1, -1, -1, -1, -1, 0.5, 0.25, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, 0, -1, -1, -1, -1, -1, 0, 0, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, 0, -1, -1, -1, -1, -1, -1, -1, 0.33, 0, 0.5, 0.67, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, 0, -1, 1, -1, -1, -1, -1, -1, 0, 0.5, -1, -1, -1, 0, -1, 0, -1, -1, 0, -1, -1, -1, -1, -1, -1, 0, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, 0, 0, 0, -1, 0.2, -1, -1, 0.33, -1, 0.6, 0, -1, -1, -1, -1, -1, -1, -1, -1, 0, 1, -1, -1, 0, -1, -1, -1, 0.8, -1, -1, 0, -1, 0, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, 0.6, -1, -1, 0.25, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, 0, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, 1, -1, -1, 1, 0, 0, -1, -1, -1, 0, -1, -1, 1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, 0, -1, -1, 0, -1, -1, -1, 0, -1, -1, 0, 0, -1, -1, -1, 0, 0, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, 0, 0.2, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.33, -1, 0, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, 0.25, 0.12, -1, -1, -1, -1, -1, -1, -1, 1, 0.33, 0, -1 ]
[ 0, 0, 2, 9, 0, 4, 0, 0, 0, 0, 0, 0, 0, 2, 4, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 1, 0, 0, 0, 0, 0, 7, 1, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 3, 0, 0, 0, 0, 0, 0, 0, 3, 7, 4, 3, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 4, 0, 0, 0, 0, 0, 4, 0, 1, 0, 0, 0, 0, 0, 1, 2, 0, 0, 0, 1, 0, 2, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 3, 1, 1, 0, 10, 0, 0, 3, 0, 5, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 1, 0, 0, 0, 5, 0, 0, 1, 0, 2, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 5, 0, 0, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 3, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 2, 0, 0, 1, 1, 6, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 4, 0, 0, 2, 0, 0, 0, 1, 0, 0, 11, 1, 0, 0, 0, 4, 10, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 2, 5, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 4, 16, 0, 0, 0, 0, 0, 0, 0, 1, 3, 1, 0 ]
VUILD91MF_aaaagddp-1
T3
[ [ 0, 0, 191.08279418945312, 254.77706909179688, 63.69426727294922, 0, 0, 0, 0, 0, 0, 0, 0, 828.0254516601562, 63.69426727294922, 0, 0, 0, 127.38853454589844, 0, 63.69426727294922, 0, 0, 63.69426727294922, 0, 0, 63.69426727294922, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1210.1910400390625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 63.69426727294922, 0, 0, 63.69426727294922, 0, 0, 0, 0, 127.38853454589844, 0, 0, 127.38853454589844, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 63.69426727294922, 0, 0, 0, 0, 0, 127.38853454589844, 254.77706909179688, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 127.38853454589844, 0, 0, 0, 0, 0, 0, 0, 63.69426727294922, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 63.69426727294922, 0, 0, 63.69426727294922, 0, 0, 0, 127.38853454589844, 573.2484130859375, 0, 254.77706909179688, 254.77706909179688, 127.38853454589844, 0, 0, 0, 0, 0, 0, 63.69426727294922, 0, 0, 127.38853454589844, 127.38853454589844, 0, 0, 63.69426727294922, 0, 0, 0, 0, 63.69426727294922, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 700.636962890625, 0, 0, 191.08279418945312, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 127.38853454589844, 0, 0, 0, 0, 0, 0, 0, 0, 191.08279418945312, 0, 0, 127.38853454589844, 127.38853454589844, 0, 0, 0, 0, 0, 0, 191.08279418945312, 0, 0, 191.08279418945312, 127.38853454589844, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 573.2484130859375, 63.69426727294922, 0, 636.9426879882812, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 63.69426727294922, 63.69426727294922, 191.08279418945312, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 127.38853454589844, 0, 0, 0, 127.38853454589844, 0, 0, 0, 0, 63.69426727294922, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 63.69426727294922, 0, 0, 0, 0, 0, 0, 0, 0, 63.69426727294922, 127.38853454589844, 0 ] ]
validation
aaabkobg-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaabkobg-1
[ "CCN2", "ATF3", "KRT18", "RTKN2", "RHOA", "ICAM1", "AGER", "IFIT1", "EPCAM", "IFIT2", "PECAM1", "PDIA3", "SFTPD", "KRT8", "NKX2-1", "ACTA2", "HYOU1", "SPCS3", "EPAS1", "IL7R", "MSLN", "FN1", "CST3", "NUTF2", "CTNNB1", "OAS2", "SOX4", "IFIT3", "PGC", "AXIN2", "YAP1", "IRF1", "SFTA2", "SFTPC", "ITGA3", "COL1A1", "GNG11", "COL4A3", "VIM", "ATF4", "ITGB1", "BANK1", "HIST1H1C", "STAT1", "RNASE1", "XBP1", "DUOX1", "AGR3", "IL32", "BCL2L1", "BMPR2", "HLA-DRA" ]
[ 9, 7, 3, 6, 76, 45, 324, 473, 468, 275, 21, 278, 194, 279, 431, 426, 507, 328, 404, 14, 273, 532, 193, 294, 384, 225, 147, 409, 151, 410, 528, 280, 433, 51, 620, 296, 504, 506, 301, 134, 238, 137, 603, 46, 306, 54, 260, 542, 469, 619, 180, 22, 291, 58, 61, 263 ]
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AT1
VUILD110
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VUILD110_aaabkobg-1
T3
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validation
aaaabdnh-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaabdnh-1
[ "CEACAM6", "VIM", "MGST1", "RTKN2", "HIST1H1C", "KRT18", "STAT1", "UGDH", "STAT6", "RNASE1", "PECAM1", "NAPSA", "SPARCL1", "LYZ", "CD44", "GCLM", "NKX2-1", "CEACAM5", "EPAS1", "DUOX1", "KDR", "EPCAM", "WFDC2", "ITGA3", "SPCS2", "WNT3A", "HERPUD1", "EGFR", "PDIA4", "PDIA6", "FN1", "SCGB3A2", "SELENOS", "SFTPD", "SFTPC", "MSLN", "WWTR1", "YAP1", "AXL", "CTNNB1", "RHOA", "ITGB1", "FAP", "BMPR2", "PLPP5", "ICAM1", "BCL2L1", "KRT8", "BANK1", "CCN2", "TTC19", "FAS" ]
[ 8, 7, 3, 6, 117, 603, 369, 473, 260, 324, 542, 597, 544, 469, 431, 394, 530, 357, 100, 231, 404, 116, 193, 180, 312, 194, 610, 301, 531, 613, 254, 182, 427, 428, 225, 489, 494, 507, 506, 384, 618, 620, 52, 151, 468, 306, 205, 61, 444, 275, 58, 328, 54, 76, 590, 206 ]
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AT1
VUHD095
[ 1, 0.85, 0.7, 0.7, 0.5499999999999999, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]
[ -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, 1, -1, -1, 1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.5, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.5, 0.3, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, 1, -1, -1, -1, -1, 1, 1, -1, -1, -1, -1, 1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, 0.5, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, 0, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, 0.67, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, 0.6, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, 0, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, 1, 0.67, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, 0, -1, 0.4, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, 0, -1, -1, -1, 1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, 0, -1, -1, -1, -1, -1, 0.33, 0.67, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, 0, -1, -1, 0.57, -1, 0, -1, 1, -1, -1, -1, 0, -1, 1, -1 ]
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VUHD095_aaaabdnh-1
T4
[ [ 0, 0, 87.33624267578125, 174.6724853515625, 131.00436401367188, 0, 0, 43.668121337890625, 43.668121337890625, 0, 0, 0, 0, 0, 218.34060668945312, 43.668121337890625, 0, 0, 43.668121337890625, 0, 0, 0, 43.668121337890625, 43.668121337890625, 0, 0, 87.33624267578125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 43.668121337890625, 0, 43.668121337890625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 43.668121337890625, 0, 0, 0, 0, 87.33624267578125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 43.668121337890625, 131.00436401367188, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 43.668121337890625, 0, 0, 0, 0, 174.6724853515625, 0, 0, 87.33624267578125, 0, 0, 0, 0, 0, 43.668121337890625, 0, 0, 0, 0, 0, 87.33624267578125, 0, 0, 43.668121337890625, 43.668121337890625, 0, 0, 0, 218.34060668945312, 174.6724853515625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 43.668121337890625, 0, 0, 0, 0, 0, 0, 0, 0, 43.668121337890625, 87.33624267578125, 0, 0, 0, 0, 0, 0, 43.668121337890625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 43.668121337890625, 0, 0, 131.00436401367188, 0, 0, 174.6724853515625, 87.33624267578125, 262.00872802734375, 43.668121337890625, 305.6768493652344, 43.668121337890625, 349.344970703125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 43.668121337890625, 0, 131.00436401367188, 262.00872802734375, 0, 0, 43.668121337890625, 0, 87.33624267578125, 43.668121337890625, 0, 0, 43.668121337890625, 0, 0, 0, 0, 0, 0, 0, 480.3493347167969, 0, 0, 43.668121337890625, 0, 87.33624267578125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 87.33624267578125, 0, 0, 0, 0, 0, 0, 0, 0, 131.00436401367188, 0, 0, 0, 43.668121337890625, 0, 0, 0, 0, 0, 0, 0, 43.668121337890625, 43.668121337890625, 0, 0, 0, 131.00436401367188, 0, 0, 174.6724853515625, 87.33624267578125, 87.33624267578125, 0, 174.6724853515625, 0, 43.668121337890625, 0, 218.34060668945312, 131.00436401367188, 43.668121337890625, 87.33624267578125, 0, 0, 0, 43.668121337890625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 218.34060668945312, 480.3493347167969, 0, 218.34060668945312, 0, 0, 0, 0, 0, 0, 0, 0, 0, 43.668121337890625, 174.6724853515625, 0, 0, 43.668121337890625, 393.0130920410156, 174.6724853515625, 0, 0, 43.668121337890625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 87.33624267578125, 87.33624267578125, 43.668121337890625, 0, 0, 0, 0, 131.00436401367188, 87.33624267578125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 43.668121337890625, 0, 87.33624267578125, 0, 0, 305.6768493652344, 262.00872802734375, 0, 43.668121337890625, 0, 0, 43.668121337890625, 0, 0, 87.33624267578125, 43.668121337890625, 87.33624267578125, 0 ] ]
validation
aaabelel-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaabelel-1
[ "KRT18", "RNASE1", "SFTPC", "IFIT3", "VEGFA", "IFIT1", "VIM", "ICAM1", "ITGA3", "ATF4", "RHOA", "PDIA3", "EPAS1", "RTKN2", "EPCAM", "HSPA5", "CST3", "SELENOS", "NUTF2", "PCNA", "SFTPD", "AGER", "PDIA4", "CEACAM6", "AGR3", "STAT1", "MGST1", "ISG20", "HLA-DRA", "NKX2-1", "CTNNB1", "LAMP3", "SPCS2", "LUM", "SPARCL1", "STAT6", "PECAM1", "WWTR1", "BMPR2", "UCHL3", "DMBT1", "CD44", "OAS3", "OAS2", "GCLM", "HYOU1", "ACTA2", "YAP1", "ITGB1", "DCN", "IDH1", "SEC11C", "COL4A3", "SFTA2", "MMP7", "PKM", "EHMT1", "KDR", "IRF1", "PDIA6", "FCN3", "ITGB6", "PDGFRA", "FOXP3", "ITGAV", "GSR", "NAPSA", "MYDGF", "HIST1H1C", "EGFR", "IFIT2", "KRT8", "BCL2", "BCL2L1", "WNT5A", "SPCS3", "AKR1C2", "CD34", "WFDC2", "AKR1C1", "ATF6", "CCNB2", "CCN2", "CEACAM5", "AXIN2", "SLC25A4", "XBP1", "UBE2J1" ]
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AT1
VUILD110
[ 1, 1, 0.9, 0.8, 0.7000000000000001, 0.7000000000000001, 0.6, 0.6, 0.6, 0.5, 0.5, 0.5, 0.5, 0.5, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]
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VUILD110_aaabelel-1
T3
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validation
aaaaapmg-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaaapmg-1
[ "ICAM1", "NAPSA", "RNASE1", "KRT18", "CEACAM6", "KRT8", "EPCAM", "AGER", "XBP1", "PKM", "ITGA3", "ITGB1", "PGC", "VIM", "RTKN2", "RHOA", "LUM", "FN1", "SOD2", "COL3A1", "CCN2", "SFTA2", "HSPA5", "SSR3", "HERPUD1", "CD44", "SPCS2", "SFTPC", "SFTPD", "DCN", "BCL2L1", "AGR3", "LAMP3", "EPAS1", "ATF4", "PTGDS", "COL1A1", "CD4", "PDIA6", "PDIA4", "SMAD4", "NUTF2", "MGST1", "SLC25A4", "COL1A2", "FGF2", "NKX2-1", "CEACAM5", "MSLN", "COL4A3", "HAS2", "HIF1A", "PDIA3", "AKR1C2", "VEGFA", "IL32", "IDH1", "HYOU1", "STAT1", "HIST1H1C", "ITGAV", "HLA-DRA", "SPCS3", "SPARCL1", "SPRY2" ]
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AT1
VUILD91LF
[ 1, 0.9, 0.8, 0.8, 0.7000000000000001, 0.7000000000000001, 0.7000000000000001, 0.6, 0.5, 0.5, 0.5, 0.5, 0.4, 0.4, 0.4, 0.4, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]
[ -1, -1, -1, 0.33, 0.5, -1, -1, -1, 1, -1, -1, -1, -1, -1, 0.5, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, 0.43, -1, -1, -1, -1, -1, -1, -1, 0, 0, 0, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.5, 0.29, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, 0.33, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, 0.5, -1, -1, 1, 1, -1, -1, 0, -1, -1, 0.33, 0, 0.53, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, 0.4, -1, -1, 0, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.62, -1, -1, 0.57, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, 0.22, -1, -1, -1, 1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, 0, 0, 0, -1, 0, -1, -1, 0.8, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, 0.25, 0.12, -1, 0.75, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.33, 0, 0, -1, -1, 1, -1, -1, 1, -1, -1, -1, 0.33, -1, -1, -1, 0, 0, 0, -1, -1, 0, 0, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, 0.25, -1, -1, -1, -1, -1, -1, -1, -1, 0.2, -1, -1 ]
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VUILD91LF_aaaaapmg-1
T3
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validation
aaaaeedg-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaaeedg-1
[ "ICAM1", "STAT1", "KRT18", "RTKN2", "VEGFA", "IFIT3", "OAS2", "IFIT1", "XBP1", "YAP1", "NUCB2", "AGER", "VIM", "EGFR", "SPCS2", "SPCS3", "STAT6", "PDIA3", "HYOU1", "CEACAM6", "NKX2-1", "SELENOS", "MYC", "HIST1H1C", "COL4A3", "GSR", "COL1A2", "SOX4", "EPCAM", "COL1A1", "MKI67", "FGF2", "RNASE1", "CEACAM5", "SFTPC", "ITGA3", "CCL2", "AXIN2", "IRF1", "ERLEC1", "AKR1C2", "APLNR", "ITGB1", "PRDX4", "JCHAIN", "EHMT1", "FCGBP", "ACTA2", "PPARG", "PKM" ]
[ 9, 7, 3, 6, 275, 542, 324, 473, 602, 280, 410, 278, 619, 620, 408, 21, 603, 182, 531, 532, 544, 426, 273, 117, 404, 494, 389, 260, 137, 247, 135, 528, 194, 134, 371, 220, 469, 116, 506, 301, 72, 51, 296, 197, 27, 35, 306, 450, 310, 184, 212, 14, 448, 438 ]
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AT1
VUILD48MF
[ 1, 0.82, 0.64, 0.64, 0.64, 0.45999999999999996, 0.45999999999999996, 0.45999999999999996, 0.45999999999999996, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]
[ -1, -1, 0, 1, -1, -1, -1, -1, 1, -1, -1, 1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, 1, -1, -1, -1, -1, -1, -1, -1, 1, 0, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.5, 1, -1, -1, -1, -1, 0, -1, 1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, 0, 0.67, -1, 0.67, -1, 0.67, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, 1, -1, -1, -1, -1, 0, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, 0.25, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, 0, -1, 0.5, -1, 0.67, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, 1, 1, -1, -1, -1, -1, -1, -1, 1, -1, 0.75, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, 1, 0.5, -1, -1, -1, -1, 0.6, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, 0.5, -1, -1, -1, -1, -1, -1, -1, -1, 0.33, 1, -1 ]
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VUILD48MF_aaaaeedg-1
T3
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validation
aaaacfip-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaacfip-1
[ "CEACAM6", "CEACAM5", "VIM", "NAPSA", "RNASE1", "RHOA", "KRT18", "NKX2-1", "DUOX1", "SPARCL1", "EPAS1", "COL4A3", "CD44", "RTKN2", "VEGFA", "ICAM1", "FAS", "KRT8", "AGER", "ATF4", "HIST1H1C", "CCN2", "EPCAM", "SCGB3A2", "SPCS3", "PDIA3", "EHMT1", "EGFR", "STAT6", "ITGB1", "ITGA3", "STAT1", "SOD2", "HMGA1", "SPP1", "FGF2", "SFTPD", "HIF1A", "GSR", "SCGB1A1", "CTHRC1", "FN1", "MGST1", "CTNNB1", "DCN", "YAP1", "WNT5A", "AKR1C1", "ITGB6", "ITGAV", "ATF3", "UCHL3", "BANK1", "BCL2L1", "LGALS1", "IDH1", "BMPR2", "CA4", "PGC", "LYZ", "TGFB2" ]
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AT1
VUHD095
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VUHD095_aaaacfip-1
T3
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validation
aaaabenc-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaabenc-1
[ "CD44", "EPAS1", "SFTPC", "LYZ", "CEACAM6", "VIM", "DUOX1", "SFTA2", "FN1", "BCL2L1", "HIST1H1C", "MGST1", "MYDGF", "TTC19", "SLC25A4", "LUM", "HLA-DRA", "RTKN2", "ICAM1", "CTNNB1", "EPCAM", "PDIA4", "ITGB1", "KRT18", "VEGFA", "SOD2", "HLA-DQA1", "STAT6", "IL7R", "NKX2-1", "FCN3", "FCN1", "S100A12", "RNASE1", "RHOA", "RAMP2", "NUTF2", "ERN2", "NAPSA", "S100A8", "EHMT1", "HMGA1", "WNT5A", "ATG7", "ISG20", "KRT8", "AXIN2", "AGER", "ACTA2", "BMPR2", "ITGA3" ]
[ 8, 7, 3, 6, 100, 193, 506, 357, 117, 603, 180, 504, 225, 58, 260, 369, 390, 590, 515, 353, 263, 473, 275, 151, 194, 427, 306, 324, 602, 526, 261, 544, 294, 404, 217, 216, 477, 469, 468, 459, 409, 198, 394, 480, 184, 264, 614, 48, 300, 328, 51, 21, 14, 61, 301 ]
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AT1
VUHD095
[ 1, 0.8875, 0.775, 0.6625, 0.6625, 0.55, 0.4375, 0.325, 0.325, 0.325, 0.325, 0.325, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]
[ -1, -1, 1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, 1, -1, -1, -1, -1, 1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.6, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.83, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.5, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, 1, -1, -1, -1, 0.12, 1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, 1, 0, -1, -1, -1, -1, -1, 0.33, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.33, 1, -1, 1, 0, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, 0, 1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, 0.33, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, 0, -1, -1, -1, 1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, 0, 1, -1, 1, 0, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, 0.14, -1, -1, -1, 0.5, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, 1, 0.6, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1 ]
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VUHD095_aaaabenc-1
T4
[ [ 0, 0, 63.69426727294922, 0, 127.38853454589844, 0, 0, 63.69426727294922, 63.69426727294922, 0, 0, 0, 0, 63.69426727294922, 191.08279418945312, 0, 0, 0, 0, 0, 0, 0, 0, 63.69426727294922, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 63.69426727294922, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 127.38853454589844, 63.69426727294922, 127.38853454589844, 0, 0, 0, 0, 0, 0, 0, 0, 0, 191.08279418945312, 318.4713439941406, 0, 63.69426727294922, 0, 0, 0, 0, 0, 0, 191.08279418945312, 0, 0, 0, 0, 0, 0, 63.69426727294922, 0, 0, 63.69426727294922, 0, 0, 0, 0, 0, 0, 0, 63.69426727294922, 0, 0, 0, 127.38853454589844, 0, 127.38853454589844, 191.08279418945312, 127.38853454589844, 0, 0, 0, 63.69426727294922, 191.08279418945312, 0, 63.69426727294922, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 63.69426727294922, 0, 0, 0, 0, 0, 254.77706909179688, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 63.69426727294922, 0, 0, 0, 0, 0, 0, 127.38853454589844, 0, 0, 0, 254.77706909179688, 63.69426727294922, 63.69426727294922, 63.69426727294922, 0, 0, 0, 0, 254.77706909179688, 0, 0, 0, 63.69426727294922, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 127.38853454589844, 0, 0, 0, 0, 63.69426727294922, 0, 0, 0, 63.69426727294922, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 63.69426727294922, 0, 0, 0, 0, 0, 0, 63.69426727294922, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 63.69426727294922, 0, 0, 0, 0, 0, 0, 0, 127.38853454589844, 0, 0, 0, 0, 63.69426727294922, 0, 0, 0, 318.4713439941406, 0, 0, 63.69426727294922, 0, 0, 0, 0, 0, 63.69426727294922, 0, 0, 63.69426727294922, 0, 0, 509.55413818359375, 0, 0, 63.69426727294922, 0, 0, 0, 0, 63.69426727294922, 63.69426727294922, 0, 0, 0, 0, 0, 127.38853454589844, 63.69426727294922, 0, 700.636962890625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 700.636962890625, 382.16558837890625, 0, 63.69426727294922, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 191.08279418945312, 63.69426727294922, 63.69426727294922, 0, 0, 0, 63.69426727294922, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 127.38853454589844, 0, 0, 0, 0, 573.2484130859375, 318.4713439941406, 0, 63.69426727294922, 0, 0, 127.38853454589844, 0, 0, 63.69426727294922, 127.38853454589844, 191.08279418945312, 0 ] ]
validation
aaaadgfh-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaadgfh-1
[ "RTKN2", "SFTPC", "VEGFA", "PGC", "SFTPD", "CEACAM6", "NKX2-1", "VIM", "ICAM1", "FN1", "HIST1H1C", "SPARCL1", "EPCAM", "YAP1", "CEACAM5", "ATF4", "EGFR", "COL1A2", "XBP1", "HERPUD1", "CD68", "MSLN", "CD44", "AGR3", "ITGA3", "UBE2J1", "DMBT1", "WNT5A", "DUOX1", "EHMT1", "RHOA", "CD52", "FCN3", "ERLEC1", "HLA-DQB1", "HLA-DQA1", "EPAS1", "SLC25A37", "PDGFRA", "RNASE1", "CFTR", "PDIA4", "GSR", "NAPSA", "CST3", "DDIT3", "CTNNB1", "PKM", "NUTF2", "PPARG", "PRDX4", "HLA-DRA", "AKR1C2", "BCL2L1", "CCN2", "LAMP3", "LMAN1", "ATF3", "WFDC2", "KDR", "IFIT3", "AKR1C1", "ITGB1", "SSR3", "SPCS2", "MGST1", "SPCS3", "WWTR1", "ACTA2" ]
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AT1
VUHD116B
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VUHD116B_aaaadgfh-1
T4
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validation
aaaabdjp-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaabdjp-1
[ "PECAM1", "SFTPC", "EPAS1", "HLA-DRA", "EPCAM", "FN1", "MGST1", "SPARCL1", "RNASE1", "ZEB1", "CCN2", "LUM", "PKM", "CD44", "AGER", "VIM", "VEGFA", "SFTPD", "CTNNB1", "EHMT1", "XBP1", "WWTR1", "FABP4", "CLDN5", "GNG11", "GSR", "HAVCR2", "HERPUD1", "CEACAM6", "HIF1A", "HIST1H1C", "COL3A1", "SOD2", "HYOU1", "YAP1", "S100A9", "RTKN2", "SOX4", "PTGDS", "SPCS2", "PGC", "SPCS3", "ICAM1", "PDIA3", "NOX4", "NKX2-1", "CEACAM5", "TRAC", "UBE2J1", "KRT18", "ITGB1", "NUTF2", "MS4A7", "IL7R", "CD34", "ANKRD28", "AXIN2", "AGR3" ]
[ 8, 7, 3, 6, 431, 506, 193, 263, 194, 225, 369, 530, 469, 621, 76, 353, 438, 100, 21, 603, 602, 507, 151, 184, 619, 618, 202, 126, 238, 247, 253, 254, 117, 258, 260, 136, 526, 273, 620, 481, 473, 528, 454, 531, 433, 532, 275, 426, 405, 404, 116, 585, 594, 324, 306, 409, 383, 294, 92, 31, 51, 22 ]
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AT1
VUHD116B
[ 1, 1, 0.775, 0.775, 0.55, 0.55, 0.55, 0.55, 0.55, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]
[ -1, -1, -1, 0.5, 0, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, 1, -1, -1, -1, -1, -1, 0, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, 0.5, 0.33, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.67, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, 1, -1, -1, -1, -1, -1, 0, 1, -1, -1, 0, 0, -1, -1, 0.75, -1, -1, -1, 0, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, 1, -1, 0, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, 0.4, 0, -1, -1, 0.5, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, 0.33, -1, 1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.2, 0.5, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, 1, -1, 0.67, 1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, 1, -1, -1, -1, -1, 0.5, 0, -1, -1, -1, -1, -1, -1, -1, 0, 1, 0, 0.5 ]
[ 0, 0, 0, 2, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 4, 3, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 1, 1, 0, 0, 1, 1, 0, 0, 4, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 5, 1, 0, 0, 2, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 3, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 5, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 3, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 2, 2, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 2 ]
VUHD116B_aaaabdjp-1
T4
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validation
aaaaacbi-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaaacbi-1
[ "KRT18", "KRT8", "ICAM1", "SFTPD", "NKX2-1", "COL4A3", "CCN2", "RNASE1", "AGER", "STAT1", "VEGFA", "MSLN", "RHOA", "EPCAM", "EPAS1", "SEC11C", "CTNNB1", "ITGA3", "PDIA3", "PKM", "EHMT1", "VIM", "XBP1", "ITGB1", "CEACAM6", "ACTA2", "RTKN2", "SLC25A4", "ATF3", "ATF4", "HIF1A", "CD44", "SFTPC", "HERPUD1", "CEACAM5", "SMAD4", "PGC", "NUTF2", "COL3A1", "SELENOS", "DUOX1", "GSR", "NAPSA", "CST3", "GKN2", "EGFR", "GCLM", "KRT14", "FN1", "PLIN2", "CD4", "DCN", "TOP1", "AGR3", "WWTR1", "WNT5A", "UGDH", "BANK1", "LAMP3", "UBE2J1", "BCL2L1", "SPARCL1", "TNFRSF9", "LMAN1", "LUM", "MGST1", "SPCS2", "SPCS3", "HYOU1", "HSPA5" ]
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AT1
VUILD96LF
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VUILD96LF_aaaaacbi-1
T3
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validation
aaaaahmb-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaaahmb-1
[ "VIM", "NAPSA", "VEGFA", "FN1", "RTKN2", "AGER", "HLA-DRA", "CEACAM6", "HSPA5", "ICAM1", "LYZ", "RNASE1", "SPARCL1", "PDIA3", "ATF4", "EPCAM", "CD68", "RHOA", "LUM", "YAP1", "PDIA4", "PDIA6", "IDH1", "HERPUD1", "FCGR3A", "FCER1G", "COL1A2", "ITGB1", "KRT18", "S100A8", "DNAJB9", "HIF1A", "CD4", "PDGFRA", "PTGDS", "SOD2", "EPAS1", "FGF7", "SNAI2", "EGFR", "MRC1", "CEACAM5", "PLIN2", "SFTPC", "GSR", "EHMT1", "CTNNB1", "HIST1H1C", "COL4A3", "DCTPP1", "CD44", "CCN2", "SPCS3", "AXIN2", "HLA-DQB1", "STAT1", "HYOU1", "AGR3", "AIF1", "BMPR2", "MANF", "IFIT3", "UBE2J1", "ITGA3" ]
[ 8, 7, 3, 6, 603, 394, 602, 225, 473, 21, 263, 117, 272, 275, 357, 469, 530, 426, 46, 194, 102, 468, 353, 620, 427, 428, 276, 254, 214, 211, 135, 306, 324, 480, 178, 258, 97, 424, 454, 526, 193, 221, 523, 182, 379, 116, 442, 506, 247, 184, 151, 260, 137, 170, 100, 76, 532, 51, 262, 542, 273, 22, 23, 61, 360, 280, 594, 301 ]
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AT1
THD0008
[ 1, 0.8875, 0.8875, 0.775, 0.775, 0.6625, 0.55, 0.55, 0.4375, 0.4375, 0.4375, 0.4375, 0.4375, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]
[ -1, -1, -1, 0.38, 1, 0, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, 0, -1, 0.67, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, 0.83, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, 1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, 0, -1, 1, 0, -1, -1, -1, 0, 0, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, 0, -1, -1, -1, -1, 1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, 0.5, -1, -1, 1, 0, -1, 0, 0, -1, -1, 0, 0, 0.25, 0, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, 0.5, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.5, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.33, -1, 0.25, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, 0.5, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, 1, 0.5, 0.5, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, 0.33, 0.5, -1, 0.78, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, 0, -1, -1, -1, 0.75, -1, 0, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, 0.8, 0.36, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.33, -1 ]
[ 0, 0, 0, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 6, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 1, 1, 0, 0, 0, 1, 3, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 2, 0, 0, 0, 0, 1, 0, 0, 9, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 2, 0, 0, 1, 1, 0, 1, 6, 0, 0, 4, 1, 4, 2, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 4, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 10, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 3, 2, 2, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 3, 4, 0, 9, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 4, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 10, 11, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0 ]
THD0008_aaaaahmb-1
T4
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validation
aaaablpm-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaablpm-1
[ "EPAS1", "RTKN2", "MGST1", "ATF4", "SFTPD", "SPARCL1", "VIM", "SFTPC", "PECAM1", "PGC", "NAPSA", "RNASE1", "CEACAM6", "SOD2", "ERLEC1", "PDIA3", "CCN2", "TGFB1", "LAMP3", "SLC25A4", "SFTA2", "BMPR2", "BCL2L1", "SCGB3A2", "RHOA", "XBP1", "ACTA2", "WWTR1", "LYZ", "SEC11C", "SPRY2", "HERPUD1", "SPCS2", "DUOX1", "PTGDS", "NKX2-1", "FCN3", "FGF10", "CEACAM5", "GKN2", "COL4A3", "SELENOS", "PKM", "SSR3", "ZEB1", "EPCAM", "AGER", "ICAM1", "HLA-DQB1", "AKR1C2", "STAT1" ]
[ 8, 7, 3, 6, 193, 473, 369, 46, 507, 530, 603, 506, 431, 433, 394, 469, 117, 526, 197, 426, 76, 556, 332, 515, 504, 61, 58, 489, 468, 619, 14, 618, 357, 490, 537, 254, 531, 180, 454, 404, 217, 219, 116, 234, 137, 494, 438, 541, 621, 194, 21, 275, 262, 27, 542 ]
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0, 0, 0, 0 ] ]
AT1
VUHD116B
[ 1, 0.8714285714285716, 0.8714285714285716, 0.7428571428571429, 0.6142857142857143, 0.6142857142857143, 0.6142857142857143, 0.6142857142857143, 0.48571428571428577, 0.48571428571428577, 0.3571428571428572, 0.3571428571428572, 0.3571428571428572, 0.3571428571428572, 0.3571428571428572, 0.3571428571428572, 0.3571428571428572, 0.3571428571428572, 0.3571428571428572, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]
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VUHD116B_aaaablpm-1
T4
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validation
aaaahcld-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaahcld-1
[ "ICAM1", "VIM", "SOD2", "SFTPC", "PGC", "IFIT3", "DUOX1", "CCN2", "STAT1", "IFIT2", "ITGB6", "LAMP3", "CTNNB1", "XBP1", "BMPR2", "ITGB1", "HSPA5", "SFTPD", "RHOA", "MGST1", "MSLN", "PTPRC", "CD44", "PDIA4", "KRT8", "IFIT1", "ATF4", "YAP1", "SELENOS", "ITGAV", "ITGA3", "FABP4", "EPCAM", "PDIA6", "CST3", "PTGDS", "COL3A1", "RTKN2", "COL4A3", "EGFR", "COL1A1", "ZEB1", "PDGFRB", "KLRC1", "LPAR1", "IRF1", "LUM", "IDH1", "HYOU1", "HLA-DRA", "HIST1H1C", "PDIA3", "HIF1A", "GNG11", "NAPSA", "FN1", "FKBP11", "FGFBP2", "NUTF2", "OAS2", "OAS3", "GSR", "NKX2-1", "DDIT3", "KRT18", "UGDH", "SSR3", "STAT6", "CCL5", "ATF3", "ATF6", "WWTR1", "SMAD4", "AGER", "ACTA2", "AGR3" ]
[ 9, 7, 3, 6, 275, 603, 526, 506, 433, 280, 180, 76, 542, 279, 308, 332, 151, 619, 61, 306, 272, 507, 468, 369, 384, 456, 100, 427, 328, 278, 46, 620, 494, 304, 301, 202, 194, 428, 147, 454, 136, 473, 137, 182, 134, 621, 425, 317, 348, 296, 353, 276, 273, 263, 260, 426, 258, 238, 394, 225, 224, 222, 409, 410, 411, 247, 404, 171, 324, 597, 541, 544, 75, 45, 47, 618, 519, 21, 14, 22 ]
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AT1
VUILD110
[ 1, 0.8875, 0.8875, 0.775, 0.6625, 0.55, 0.4375, 0.4375, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]
[ -1, -1, 1, 1, 1, -1, -1, -1, -1, -1, -1, -1, -1, 1, 1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.33, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, 0.5, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.5, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, 1, 1, -1, -1, -1, -1, 0, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, 0.75, 0, -1, -1, -1, -1, -1, 1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, 1, 0, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, 1, -1, -1, 0, -1, -1, 0.33, 1, 0.54, 1, 1, 0.67, 0.6, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, 0, -1, -1, 0.5, -1, 0.33, 0.33, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, 1, -1, -1, 0.5, -1, 0.67, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, 0.5, -1, -1, -1, -1, 0, -1, -1, -1, 1, -1, -1, 0, 1, 1, -1, -1, -1, -1, 0, 1, 0, 1, -1, 0.67, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, 1, -1, -1, -1, 1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.5, -1, -1, -1, 0.88, 0.5, -1, -1, -1, -1, -1, 0, -1, -1, -1, 0.89, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, 0.67, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, 0.56, -1, -1, -1, -1, -1, -1, -1, 0, 0.33, 0.5, 0 ]
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VUILD110_aaaahcld-1
T11
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validation
aaaaamdn-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaaamdn-1
[ "SFTPC", "RNASE1", "NAPSA", "VIM", "HLA-DRA", "LUM", "KRT18", "SFTPD", "HIST1H1C", "CTNNB1", "FN1", "SFTA2", "PTGDS", "SOD2", "CEACAM6", "RTKN2", "RHOA", "MYDGF", "NKX2-1", "PKM", "PDIA3", "STAT6", "ICAM1", "EPCAM", "ITGB1", "YAP1", "VEGFA", "SPCS2", "MSLN", "HERPUD1", "CD44", "FGF2", "SMAD4", "AGER", "SLC25A4", "ITGAV", "CST3", "ATF4", "ATF3", "WFDC2", "COL3A1", "SPCS3", "IL4R", "GCLM", "PECAM1", "PGC", "STAT1", "TTC19", "NUTF2", "XBP1", "IFIT1", "SSR3", "CCN2", "EGFR", "HSPA5", "HYOU1", "ACTA2", "OAS3" ]
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AT1
VUILD91LF
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VUILD91LF_aaaaamdn-1
T4
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validation
aaaaaphc-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaaaphc-1
[ "ICAM1", "KRT8", "KRT18", "PDIA3", "RNASE1", "AGER", "CCN2", "FN1", "ACTA2", "SFTPC", "COL3A1", "XBP1", "STAT1", "RTKN2", "VEGFA", "COL1A2", "ITGB1", "EPCAM", "PKM", "CEACAM6", "SFTPD", "TGFB2", "YAP1", "AGR3", "IFIT3", "VIM", "DCN", "LMAN1", "NKX2-1", "WNT5A", "HSPA5", "SPCS3", "SPARCL1", "COL4A3", "SFRP4", "CST3", "CD44", "PDGFRA", "HLA-DRA", "PDIA4", "RHOA", "ITGA3", "EGFR", "NUTF2", "MSLN", "SLC25A37", "HIF1A", "PECAM1", "PIM2", "PLPP5", "OAS2", "ERLEC1", "HEY1", "GKN2", "CTNNB1", "MRC1", "SELENOS", "DUOX1", "DNAJB9", "SEC11C", "SCGB1A1", "NAPSA", "SCG2", "EPAS1", "SLC25A4", "AIF1", "TOP1", "AXIN2", "LYZ", "LUM", "CCNB2", "HLA-DQA1", "BMPR2", "LAMP3", "APLNR", "AXL", "ITGAV", "STAT6", "MGST1", "SPCS2", "CD4", "AKR1C1", "SOD2", "HMGA1", "SNAI2", "KRT6A", "IFIT1" ]
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0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ] ]
AT1
VUILD48MF
[ 1, 0.9099999999999999, 0.82, 0.73, 0.73, 0.73, 0.64, 0.64, 0.64, 0.5499999999999999, 0.45999999999999996, 0.45999999999999996, 0.45999999999999996, 0.45999999999999996, 0.45999999999999996, 0.37, 0.37, 0.37, 0.37, 0.37, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]
[ -1, -1, 0.5, 0.89, 0.33, 1, -1, 0, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, 1, 1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.5, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.75, -1, -1, -1, -1, -1, -1, -1, -1, 0.75, 0.5, 1, -1, -1, -1, -1, 1, -1, -1, 0, -1, -1, -1, -1, -1, 0.33, -1, -1, -1, -1, -1, -1, 0, 1, 1, -1, -1, -1, -1, 0, 0.5, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.88, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, 1, -1, 1, -1, 0.5, 1, -1, 0.5, -1, 0.59, -1, 1, -1, 0.67, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.5, -1, -1, 0, -1, 0.75, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.83, -1, 1, 0.62, -1, 0, -1, -1, -1, -1, -1, -1, 0.67, -1, -1, -1, -1, 0, -1, 1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, 0, -1, -1, 1, -1, -1, -1, -1, 1, -1, -1, -1, 1, -1, -1, 0.5, 0, -1, -1, -1, -1, 0, -1, 0.67, 0.5, -1, 0, -1, -1, 1, 0.25, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, 0.78, -1, 0.83, -1, -1, -1, -1, -1, -1, 0, 0, -1, 1, 0, -1, 0.5, -1, 0.57, 1, -1, 1, 1, -1, -1, -1, -1, 1, -1, 0, -1, -1, -1, 0.5, 1, 1, -1, -1, -1, -1, 0.67, 1, -1, -1, -1, -1, 0.67, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.83, 0, -1, -1, -1, -1, 0.33, -1, -1, -1, 0.83, 0.33, -1 ]
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VUILD48MF_aaaaaphc-1
T3
[ [ 0, 0, 192.3076934814453, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 192.3076934814453, 192.3076934814453, 0, 0, 0, 0, 0, 0, 384.6153869628906, 0, 0, 0, 0, 0, 192.3076934814453, 0, 0, 0, 0, 961.5384521484375, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 192.3076934814453, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 769.2307739257812, 0, 0, 0, 0, 192.3076934814453, 0, 0, 192.3076934814453, 0, 0, 0, 0, 0, 192.3076934814453, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 384.6153869628906, 384.6153869628906, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 192.3076934814453, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 192.3076934814453, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 192.3076934814453, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 192.3076934814453, 0, 0, 192.3076934814453, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 384.6153869628906, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 384.6153869628906, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 192.3076934814453, 192.3076934814453, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 192.3076934814453, 576.923095703125, 0, 192.3076934814453, 192.3076934814453, 0, 0, 192.3076934814453, 0, 0, 0, 0, 0, 192.3076934814453, 0, 0, 0, 192.3076934814453, 192.3076934814453, 0, 0, 0, 192.3076934814453, 0, 0, 0, 0, 0, 0, 0, 0, 192.3076934814453, 0, 0, 0, 0, 0, 0, 0, 0, 0, 576.923095703125, 0, 0, 0, 192.3076934814453, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 192.3076934814453, 0, 0, 0, 0, 0, 0, 0, 0, 192.3076934814453, 0, 0 ] ]
validation
aaaabnkc-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaabnkc-1
[ "CCN2", "COL4A3", "STAT6", "RNASE1", "NAPSA", "BMPR2", "EPAS1", "EPCAM", "LPAR2", "SFTA2", "RTKN2", "SLC25A4", "CCL18", "S100A8", "SOX4", "SFTPC", "FCN3", "ICAM1", "HERPUD1", "SEC11C", "TGFB1", "S100A12", "CD68", "RHOA", "XBP1", "ACTA2", "ITGB6", "PDIA4", "KDR", "PDIA3", "DCN", "CST3", "VIM", "AXL", "CTNNB1", "AXIN2" ]
[ 8, 7, 3, 6, 76, 137, 544, 469, 394, 61, 193, 194, 349, 504, 473, 515, 71, 480, 528, 506, 217, 275, 254, 490, 556, 477, 102, 468, 619, 14, 308, 427, 312, 426, 169, 147, 603, 52, 151, 51 ]
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AT1
VUHD113
[ 1, 0.775, 0.55, 0.55, 0.325, 0.325, 0.325, 0.325, 0.325, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]
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VUHD113_aaaabnkc-1
T4
[ [ 0, 0, 0, 0, 0, 0, 0, 131.57894897460938, 131.57894897460938, 131.57894897460938, 0, 0, 0, 0, 131.57894897460938, 0, 131.57894897460938, 0, 263.15789794921875, 131.57894897460938, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 131.57894897460938, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 131.57894897460938, 394.7368469238281, 0, 0, 0, 0, 0, 0, 0, 0, 131.57894897460938, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 131.57894897460938, 263.15789794921875, 131.57894897460938, 0, 0, 0, 263.15789794921875, 131.57894897460938, 0, 0, 0, 0, 0, 0, 0, 0, 131.57894897460938, 0, 0, 0, 0, 0, 0, 0, 0, 0, 526.3157958984375, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 131.57894897460938, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 131.57894897460938, 0, 0, 0, 131.57894897460938, 0, 0, 131.57894897460938, 263.15789794921875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 131.57894897460938, 0, 0, 0, 0, 0, 0, 131.57894897460938, 0, 263.15789794921875, 0, 0, 0, 131.57894897460938, 0, 0, 0, 0, 0, 0, 0, 131.57894897460938, 0, 0, 263.15789794921875, 0, 131.57894897460938, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 131.57894897460938, 0, 131.57894897460938, 0, 0, 0, 0, 263.15789794921875, 0, 0, 0, 0, 0, 0, 131.57894897460938, 394.7368469238281, 0, 0, 0, 0, 0, 0, 0, 0, 394.7368469238281, 0, 0, 0, 0, 0, 0, 131.57894897460938, 0, 263.15789794921875, 0, 0, 0, 0, 0, 263.15789794921875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 394.7368469238281, 0, 0, 0, 0, 131.57894897460938, 526.3157958984375, 0, 0, 0, 0, 0, 131.57894897460938, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 131.57894897460938, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 131.57894897460938, 0, 0, 0, 0, 0, 131.57894897460938, 131.57894897460938, 0, 0, 0, 131.57894897460938, 0, 0, 0, 0, 0, 0, 131.57894897460938, 0, 0, 0, 0, 0, 0, 131.57894897460938, 0, 0, 0, 0, 0, 0, 263.15789794921875, 0, 0, 0, 0, 0, 0, 0, 131.57894897460938, 0, 0, 0 ] ]
validation
aaaabcad-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaabcad-1
[ "FN1", "RNASE1", "NKX2-1", "MSLN", "PTGDS", "CEACAM6", "MGST1", "PDGFRA", "EGFR", "AXIN2", "VIM", "EPAS1", "PGC", "ICAM1", "KRT8", "ITGB1", "COL1A2", "RHOA", "CEACAM5", "SFTPD", "CD4", "DUOX1", "SPCS2", "EHMT1", "S100A8", "IL7R", "FCER1G", "PCNA", "STAT1", "MS4A7", "GSR", "MANF", "HIST1H1C", "LYZ", "HMGA1", "HYOU1", "LAMP3", "KRT18", "ITGAV", "EPCAM", "STAT6", "KDR", "AKR1C2", "WWTR1", "ANKRD28", "TTC19", "TGFB1", "ATG7", "TOP1", "AXL", "ATF4", "AKR1C1" ]
[ 8, 7, 3, 6, 225, 469, 404, 384, 454, 117, 369, 424, 182, 51, 603, 193, 433, 275, 328, 306, 135, 468, 116, 507, 97, 180, 531, 184, 480, 294, 211, 420, 542, 383, 247, 360, 260, 357, 264, 273, 332, 324, 304, 194, 544, 312, 27, 618, 31, 590, 556, 48, 580, 52, 46, 26 ]
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AT1
VUHD095
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VUHD095_aaaabcad-1
T3
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validation
aaaahlgl-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaahlgl-1
[ "VIM", "HLA-DRA", "EPAS1", "FN1", "PGC", "KRT8", "NAPSA", "CEACAM6", "RNASE1", "SOD2", "FCGR3A", "HSPA5", "ATF3", "ATF4", "MSLN", "SFTPD", "XBP1", "LYZ", "CTNNB1", "LUM", "HLA-DQA1", "ITGB1", "ICAM1", "ITGA3", "SFTPC", "PDIA3", "KRT18", "PTGDS", "RHOA", "YAP1", "HLA-DQB1", "NUTF2", "DCN", "AXIN2", "EHMT1", "AIF1", "STAT1", "PECAM1", "SPCS3", "FCER1G", "GNG11", "AGER", "CCN2", "FCN3", "FAS", "WWTR1", "CD44", "TOP1", "UCHL3", "MGST1", "COL1A1", "ITGAV", "PKM", "COL1A2", "PRDX4", "SPCS2", "BMPR2", "HERPUD1", "ACTA2", "AXL", "GSR", "HIST1H1C", "EPCAM", "HIF1A", "HES1", "FKBP11", "EMG1", "HAS2", "IL7R", "IFIT2", "WNT5A", "VEGFA", "TTC19", "TREM2", "TRAC", "TGFB2", "STAT6", "SPRY2", "SPARCL1", "SMAD4", "SLC7A11", "IDH1", "SLC25A4", "SELENOS", "S100A8", "RAMP2", "PLPP5", "PDGFRA", "NKX2-1", "NHSL2", "NFKB1", "MS4A7", "MFAP5", "LGALS1", "SFTA2", "DMBT1", "ZEB1", "ATP2A3", "ATF6", "C1QC", "ANKRD28", "CD68", "CST3", "AKR1C1", "CEACAM5", "CD4", "AGR3", "CD14", "COL4A3" ]
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AT1
VUILD96LF
[ 1, 0.9307692307692308, 0.8615384615384616, 0.7923076923076923, 0.7230769230769231, 0.7230769230769231, 0.6538461538461539, 0.5846153846153846, 0.5846153846153846, 0.5846153846153846, 0.5846153846153846, 0.5846153846153846, 0.5846153846153846, 0.5846153846153846, 0.5153846153846154, 0.5153846153846154, 0.5153846153846154, 0.4461538461538461, 0.4461538461538461, 0.4461538461538461, 0.4461538461538461, 0.4461538461538461, 0.4461538461538461, 0.3769230769230769, 0.3769230769230769, 0.3076923076923077, 0.3076923076923077, 0.3076923076923077, 0.3076923076923077, 0.3076923076923077, 0.3076923076923077, 0.3076923076923077, 0.3076923076923077, 0.3076923076923077, 0.23846153846153847, 0.23846153846153847, 0.23846153846153847, 0.23846153846153847, 0.23846153846153847, 0.23846153846153847, 0.23846153846153847, 0.23846153846153847, 0.23846153846153847, 0.23846153846153847, 0.23846153846153847, 0.23846153846153847, 0.23846153846153847, 0.16923076923076924, 0.16923076923076924, 0.16923076923076924, 0.16923076923076924, 0.16923076923076924, 0.16923076923076924, 0.16923076923076924, 0.16923076923076924, 0.16923076923076924, 0.16923076923076924, 0.16923076923076924, 0.16923076923076924, 0.16923076923076924, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]
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VUILD96LF_aaaahlgl-1
T4
[ [ 0, 0, 246.91357421875, 61.7283935546875, 0, 0, 0, 0, 61.7283935546875, 0, 61.7283935546875, 0, 0, 185.1851806640625, 308.6419677734375, 0, 0, 61.7283935546875, 61.7283935546875, 0, 0, 0, 0, 246.91357421875, 0, 0, 123.456787109375, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 493.8271484375, 0, 0, 0, 123.456787109375, 0, 0, 0, 0, 61.7283935546875, 0, 0, 0, 61.7283935546875, 0, 0, 0, 0, 123.456787109375, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 61.7283935546875, 0, 0, 0, 0, 0, 0, 0, 0, 123.456787109375, 61.7283935546875, 0, 0, 0, 0, 0, 123.456787109375, 0, 0, 185.1851806640625, 0, 0, 0, 61.7283935546875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 61.7283935546875, 61.7283935546875, 0, 0, 61.7283935546875, 370.370361328125, 61.7283935546875, 0, 61.7283935546875, 0, 0, 0, 61.7283935546875, 0, 0, 0, 0, 0, 0, 185.1851806640625, 0, 0, 0, 0, 0, 123.456787109375, 0, 0, 0, 0, 0, 61.7283935546875, 0, 123.456787109375, 0, 0, 0, 0, 0, 0, 0, 0, 0, 61.7283935546875, 0, 0, 61.7283935546875, 61.7283935546875, 0, 0, 123.456787109375, 0, 0, 123.456787109375, 61.7283935546875, 308.6419677734375, 0, 0, 0, 246.91357421875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 61.7283935546875, 0, 0, 0, 0, 0, 0, 0, 370.370361328125, 0, 61.7283935546875, 0, 0, 0, 0, 0, 61.7283935546875, 0, 0, 0, 246.91357421875, 0, 0, 123.456787109375, 0, 0, 0, 0, 0, 0, 0, 0, 61.7283935546875, 0, 0, 0, 0, 61.7283935546875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 123.456787109375, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 123.456787109375, 61.7283935546875, 123.456787109375, 61.7283935546875, 0, 0, 0, 0, 0, 123.456787109375, 0, 61.7283935546875, 246.91357421875, 0, 0, 0, 0, 61.7283935546875, 0, 0, 61.7283935546875, 0, 0, 308.6419677734375, 0, 0, 0, 0, 123.456787109375, 185.1851806640625, 0, 308.6419677734375, 0, 0, 0, 0, 0, 0, 0, 0, 0, 61.7283935546875, 61.7283935546875, 0, 0, 0, 61.7283935546875, 0, 0, 0, 0, 0, 0, 61.7283935546875, 0, 0, 0, 61.7283935546875, 0, 61.7283935546875, 61.7283935546875, 61.7283935546875, 0, 0, 0, 0, 61.7283935546875, 0, 61.7283935546875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 123.456787109375, 0, 0, 0, 0, 123.456787109375, 493.8271484375, 0, 0, 0, 0, 61.7283935546875, 0, 0, 246.91357421875, 123.456787109375, 0, 0 ] ]
validation
aaabaedl-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaabaedl-1
[ "CCN2", "VIM", "ITGB1", "EPAS1", "ICAM1", "PTGDS", "RTKN2", "ATF4", "KRT18", "ACTA2", "IFIT3", "WWTR1", "PECAM1", "BCL2L1", "FCN3", "CTNNB1", "RNASE1", "ATF3", "MSLN", "CST3", "XBP1", "GNG11", "COL1A2", "RHOA", "CD44", "CD14", "HLA-DRA", "BMPR2", "UBE2J1", "HSPA5", "FN1", "PDIA3", "KRT8", "VEGFA", "NUCB2", "OAS2", "HIF1A", "ATP2A3", "SELENOS", "HIST1H1C", "COL3A1", "SFTPC", "CEACAM6", "SEC11C", "HERPUD1", "NUTF2", "APLN", "SMAD4", "GKN2", "EGFR", "EHMT1", "OAS3", "EMG1", "AKR1C2", "EPCAM", "ERLEC1", "POSTN", "FAS", "PLIN2", "WNT5A", "CXCR4", "SOD2", "HYOU1", "PDIA6", "STAT1", "CD34", "IRF1", "SPRY2", "CD247", "LMAN1", "KLRG1", "ITM2C", "SOX9", "AGER", "SOX4", "LUM", "AXIN2", "SPARCL1" ]
[ 9, 7, 3, 6, 76, 603, 306, 193, 275, 454, 473, 46, 324, 14, 280, 618, 431, 58, 217, 151, 469, 45, 384, 147, 619, 238, 135, 468, 100, 80, 263, 61, 594, 272, 225, 426, 328, 602, 408, 410, 258, 50, 494, 260, 136, 506, 117, 490, 254, 409, 34, 519, 234, 182, 184, 411, 191, 27, 194, 197, 446, 206, 442, 614, 163, 526, 273, 428, 542, 92, 296, 537, 87, 346, 319, 309, 529, 21, 528, 353, 51, 530 ]
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AT1
VUILD110
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VUILD110_aaabaedl-1
T4
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validation
aaaakhol-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaakhol-1
[ "RTKN2", "VIM", "ICAM1", "FN1", "CEACAM6", "COL1A2", "AGER", "ITGB1", "KRT18", "LUM", "ITGA3", "EPCAM", "RNASE1", "PTGDS", "COL4A3", "DUOX1", "EPAS1", "SOD2", "VEGFA", "CEACAM5", "RHOA", "HLA-DRA", "SPARCL1", "PDIA3", "COL3A1", "ATF4", "HIST1H1C", "SFTPD", "SOX4", "MGST1", "NKX2-1", "DCN", "KDR", "CST3", "CTNNB1", "PKM", "PDGFRA", "FGF7", "FCER1G", "PRDX4", "HIF1A", "HERPUD1", "CDKN2A", "OAS2", "NUTF2", "NUCB2", "SFTPC", "SEC11C", "COL1A1", "GKN2", "SLC25A37", "GCLM", "PDIA4", "BMPR2", "IL32", "AXL", "LPAR1", "MAL", "BANK1", "IFIT3", "IFIT2", "UBE2J1", "SPCS3", "TOP1", "CD14", "CD1A", "STAT6", "STAT1", "SPRY2", "ACTA2", "AKR1C2" ]
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AT1
THD0008
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THD0008_aaaakhol-1
T4
[ [ 0, 0, 312.5, 208.3333282470703, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 208.3333282470703, 0, 0, 0, 0, 0, 104.16666412353516, 0, 104.16666412353516, 416.6666564941406, 0, 0, 104.16666412353516, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 520.8333129882812, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 312.5, 0, 0, 0, 0, 0, 0, 0, 0, 104.16666412353516, 104.16666412353516, 0, 0, 104.16666412353516, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 104.16666412353516, 0, 0, 0, 0, 312.5, 729.1666259765625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 104.16666412353516, 104.16666412353516, 0, 104.16666412353516, 208.3333282470703, 0, 0, 0, 104.16666412353516, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 104.16666412353516, 104.16666412353516, 0, 0, 0, 0, 0, 104.16666412353516, 0, 104.16666412353516, 0, 104.16666412353516, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 208.3333282470703, 0, 0, 104.16666412353516, 0, 312.5, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 104.16666412353516, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 104.16666412353516, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 312.5, 0, 0, 0, 0, 0, 0, 104.16666412353516, 0, 208.3333282470703, 0, 0, 0, 0, 104.16666412353516, 0, 0, 0, 208.3333282470703, 0, 0, 0, 0, 104.16666412353516, 0, 0, 0, 0, 0, 0, 104.16666412353516, 208.3333282470703, 0, 312.5, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 104.16666412353516, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 104.16666412353516, 0, 0, 0, 104.16666412353516, 0, 0, 0, 312.5, 104.16666412353516, 0, 0, 0, 208.3333282470703, 0, 0, 208.3333282470703, 0, 0, 0, 104.16666412353516, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 104.16666412353516, 104.16666412353516, 0, 104.16666412353516, 0, 0, 104.16666412353516, 416.6666564941406, 0, 104.16666412353516, 0, 0, 0, 0, 0, 0, 104.16666412353516, 0, 312.5 ] ]
validation
aaaaekhh-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaaekhh-1
[ "EPCAM", "CCN2", "BCL2L1", "VIM", "ZEB1", "RTKN2", "NKX2-1", "SPARCL1", "CEACAM6", "EPAS1", "ACTA2", "ITGB1", "FN1", "STAT6", "RNASE1", "SPRY2", "ATF4", "PDGFRA", "PKM", "ITGA3", "AGER", "MANF", "SMAD4", "HSPA5", "SPCS2", "SOD2", "HIF1A", "FKBP11", "GCLM", "COL1A2", "COL3A1", "CREB3L4", "RHOA", "FGF7", "FGF2", "PPARG", "PCNA", "EGFR", "PECAM1", "SELENOS", "ICAM1", "HIST1H1C", "IFIT1", "BCL2", "TTC19", "BANK1", "UBE2J1", "UCHL3", "VEGFA", "KRT8", "WFDC2", "BMPR2", "ITGAV", "TGFB1", "XBP1" ]
[ 8, 7, 3, 6, 194, 76, 58, 603, 621, 473, 404, 530, 117, 193, 14, 306, 225, 544, 469, 537, 46, 424, 438, 301, 21, 360, 519, 272, 531, 526, 258, 224, 231, 135, 136, 143, 468, 221, 220, 448, 420, 182, 431, 494, 275, 260, 278, 57, 590, 54, 594, 596, 602, 328, 610, 61, 304, 556, 619 ]
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AT1
VUHD116B
[ 1, 0.82, 0.64, 0.64, 0.45999999999999996, 0.45999999999999996, 0.45999999999999996, 0.45999999999999996, 0.45999999999999996, 0.45999999999999996, 0.45999999999999996, 0.45999999999999996, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]
[ -1, -1, 0, 0.5, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.5, -1, -1, -1, -1, -1, 0, -1, 0, 0.25, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.4, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, 0, 0, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, 0.33, 0.43, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, 0, -1, 1, 0, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, 1, -1, -1, -1, -1, -1, 0, -1, 1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, 0, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.33, -1, -1, -1, -1, -1, -1, 0, -1, 0, -1, -1, -1, -1, 0, -1, -1, -1, 0.5, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, 0, 0, -1, 0.67, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, 0, -1, -1, -1, 0, 0, -1, -1, -1, 0.5, -1, -1, 0.5, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, 0, -1, 0, -1, -1, 1, 0, -1, 0, -1, -1, -1, -1, -1, -1, 1, -1, 0 ]
[ 0, 0, 3, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 1, 0, 1, 4, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 5, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 3, 7, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 1, 2, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 1, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 1, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 1, 0, 2, 0, 0, 0, 0, 1, 0, 0, 0, 2, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 2, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 3, 1, 0, 0, 0, 2, 0, 0, 2, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 1, 0, 0, 1, 4, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 3 ]
VUHD116B_aaaaekhh-1
T4
[ [ 0, 0, 34.72222137451172, 69.44444274902344, 0, 34.72222137451172, 0, 0, 34.72222137451172, 0, 0, 0, 0, 34.72222137451172, 0, 34.72222137451172, 0, 0, 104.16666412353516, 34.72222137451172, 0, 34.72222137451172, 0, 138.88888549804688, 0, 0, 104.16666412353516, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 659.7222290039062, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 34.72222137451172, 0, 0, 0, 0, 104.16666412353516, 0, 34.72222137451172, 0, 0, 0, 0, 0, 0, 0, 0, 0, 69.44444274902344, 347.22222900390625, 0, 0, 0, 0, 0, 34.72222137451172, 0, 138.88888549804688, 243.0555419921875, 208.3333282470703, 243.0555419921875, 0, 0, 0, 0, 173.61111450195312, 0, 0, 104.16666412353516, 0, 0, 0, 0, 0, 208.3333282470703, 0, 0, 0, 0, 0, 0, 0, 104.16666412353516, 173.61111450195312, 0, 0, 0, 0, 347.22222900390625, 173.61111450195312, 0, 104.16666412353516, 0, 0, 0, 0, 0, 0, 0, 34.72222137451172, 0, 0, 0, 0, 0, 0, 0, 0, 243.0555419921875, 0, 0, 0, 0, 0, 0, 0, 69.44444274902344, 0, 0, 34.72222137451172, 34.72222137451172, 0, 0, 0, 0, 0, 0, 0, 0, 0, 34.72222137451172, 0, 0, 69.44444274902344, 69.44444274902344, 0, 34.72222137451172, 0, 347.22222900390625, 0, 69.44444274902344, 0, 0, 0, 0, 0, 0, 0, 0, 34.72222137451172, 0, 0, 34.72222137451172, 0, 0, 0, 138.88888549804688, 0, 0, 138.88888549804688, 0, 138.88888549804688, 34.72222137451172, 0, 34.72222137451172, 34.72222137451172, 0, 0, 0, 0, 0, 34.72222137451172, 0, 138.88888549804688, 0, 0, 138.88888549804688, 0, 0, 0, 0, 34.72222137451172, 0, 0, 0, 0, 0, 0, 0, 0, 69.44444274902344, 0, 34.72222137451172, 0, 0, 0, 0, 0, 0, 208.3333282470703, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 34.72222137451172, 0, 69.44444274902344, 69.44444274902344, 0, 0, 69.44444274902344, 0, 0, 104.16666412353516, 0, 0, 0, 69.44444274902344, 0, 69.44444274902344, 0, 104.16666412353516, 34.72222137451172, 69.44444274902344, 69.44444274902344, 69.44444274902344, 0, 0, 69.44444274902344, 34.72222137451172, 0, 0, 173.61111450195312, 0, 34.72222137451172, 69.44444274902344, 0, 0, 0, 0, 34.72222137451172, 208.3333282470703, 0, 69.44444274902344, 0, 0, 0, 0, 34.72222137451172, 0, 0, 0, 0, 0, 0, 0, 0, 0, 34.72222137451172, 0, 0, 69.44444274902344, 34.72222137451172, 0, 0, 34.72222137451172, 0, 0, 0, 0, 0, 34.72222137451172, 69.44444274902344, 694.4444580078125, 0, 69.44444274902344, 0, 0, 34.72222137451172, 0, 34.72222137451172, 69.44444274902344, 0, 0, 0, 0, 34.72222137451172, 0, 0, 0, 0, 0, 34.72222137451172, 0, 0, 0, 0, 0, 0, 0, 34.72222137451172, 0, 0, 0, 34.72222137451172, 34.72222137451172, 451.3888854980469, 0, 0, 0, 0, 69.44444274902344, 0, 0, 34.72222137451172, 0, 69.44444274902344, 0 ] ]
validation
aaaabbkj-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaabbkj-1
[ "SPARCL1", "CCN2", "VIM", "EPAS1", "ICAM1", "CEACAM6", "COL4A3", "FN1", "COL1A2", "DCN", "RNASE1", "MGST1", "COL3A1", "EPCAM", "POSTN", "CST3", "EGFR", "KRT8", "BCL2L1", "COL1A1", "KRT18", "ITGA3", "ITGAV", "ITGB1", "AXIN2", "PDIA3", "ERLEC1", "NUTF2", "CD44", "DUOX1", "BMPR2", "CTNNB1", "WNT5A", "PKM", "SPCS3", "LUM", "CEACAM5", "PTGDS", "AGER", "SLC25A37", "IFIT1", "SOX9", "PGC", "STAT6", "PDIA6", "HMGA1", "HLA-DRA", "PECAM1", "NFKB1", "NKX2-1", "GNG11", "PCNA", "NAPSA", "YAP1", "PDGFRA", "RTKN2", "RHOA", "HSPA5", "FCGBP", "LGALS1", "SFTPC", "IL32", "PLIN2", "KRT15", "GZMA", "HIST1H1C", "GSR", "JCHAIN", "ITGB6", "MYC", "PDIA4", "LYZ", "PRDX4", "S100A9", "KDR", "IL7R", "CLDN5", "UBE2J1", "TOP1", "BAX", "TGFB2", "UQCRHL", "AXL", "STAT1", "VEGFA", "CD34", "SPRY2", "CD68", "SOX4", "ATF3", "AKR1C2", "ATF6", "SMAD4", "WWTR1", "ACTA2", "SLC25A4", "AIF1" ]
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AT1
VUHD113
[ 1, 0.9099999999999999, 0.82, 0.73, 0.73, 0.73, 0.64, 0.64, 0.64, 0.5499999999999999, 0.5499999999999999, 0.5499999999999999, 0.5499999999999999, 0.45999999999999996, 0.45999999999999996, 0.45999999999999996, 0.45999999999999996, 0.37, 0.37, 0.37, 0.37, 0.37, 0.37, 0.37, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]
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VUHD113_aaaabbkj-1
T3
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validation
aaaacjld-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaacjld-1
[ "SCGB3A2", "KRT18", "ICAM1", "ITGB1", "KRT8", "RNASE1", "VIM", "EPCAM", "HLA-DRA", "ITGAV", "MMP7", "NKX2-1", "CTNNB1", "FN1", "PGC", "HSPA5", "ITGA3", "CEACAM6", "SMAD4", "LMAN1", "STAT6", "SCGB1A1", "HYOU1", "MSLN", "IL32", "SELENOS", "WNT5A", "EHMT1", "EGFR", "PKM", "PDIA3", "HES1", "CD44", "CRELD2", "NFKB1", "ATF4", "AKR1C1", "COL1A2", "COL1A1", "KLRC1", "AGR3", "AGER", "WWTR1", "XBP1", "PLIN2", "SPINK1", "KDR", "SPRY2", "ATF6", "HMGA1", "YAP1", "ATG7", "PCNA", "PRDX4", "IFIT1", "NUCB2", "BCL2L1" ]
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AT1
VUILD105MF
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VUILD105MF_aaaacjld-1
T3
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validation
aaaaicbj-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaaicbj-1
[ "VIM", "FN1", "LUM", "COL1A2", "COL3A1", "NAPSA", "SFTPC", "CPA3", "ICAM1", "TPSAB1", "DUOX1", "ITGB1", "PDIA3", "EPCAM", "CEACAM6", "CD44", "SOD2", "HLA-DRA", "RTKN2", "HYOU1", "COL1A1", "RHOA", "XBP1", "MGST1", "LYZ", "KIT", "PDIA6", "PKM", "SFTA2", "EPAS1", "NKX2-1", "CD4", "RNASE1", "YAP1", "CD52", "CEACAM5", "PGC", "PTGDS", "LGALS1", "ITGB6", "AGER", "CTNNB1", "S100A8", "HERPUD1", "DCN", "ITGAV", "HIST1H1C", "VEGFA", "SCGB1A1", "TOP2A", "CD86", "COL15A1", "ATF3", "HSPA5", "ITGA3", "ATG7", "MSLN", "SEC11C", "EHMT1", "SCGB3A2", "SELENOS", "LAMP3", "ZEB1", "GSR", "FAS", "KRT8", "KRT18", "KLRG1", "MAL", "IRF1", "MEG3", "IFNG", "IFIT3", "MS4A7", "MYC", "MYDGF", "NFKB1", "HAVCR2", "NUCB2", "PAEP", "PDGFRB", "FGF7", "PLIN2", "PPARG", "PTPRC", "SFRP2", "DMBT1", "CST3", "SPCS3", "SSR3", "STAT1", "STAT6", "TGFB1", "CCN2", "TOP1", "BCL2L1", "BAX", "AXIN2", "ATF4", "WNT2", "ANKRD28", "AKR1C1", "ACTA2", "CD69", "SOX4", "LCK", "SNCA", "SFTPD", "CFTR", "SMAD4", "SLC25A37" ]
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AT1
THD0008
[ 1, 1, 0.9307692307692308, 0.8615384615384616, 0.7923076923076923, 0.7230769230769231, 0.6538461538461539, 0.5846153846153846, 0.5153846153846154, 0.4461538461538461, 0.4461538461538461, 0.4461538461538461, 0.4461538461538461, 0.4461538461538461, 0.4461538461538461, 0.3769230769230769, 0.3769230769230769, 0.3769230769230769, 0.3076923076923077, 0.3076923076923077, 0.3076923076923077, 0.3076923076923077, 0.3076923076923077, 0.23846153846153847, 0.23846153846153847, 0.23846153846153847, 0.23846153846153847, 0.23846153846153847, 0.23846153846153847, 0.23846153846153847, 0.23846153846153847, 0.16923076923076924, 0.16923076923076924, 0.16923076923076924, 0.16923076923076924, 0.16923076923076924, 0.16923076923076924, 0.16923076923076924, 0.16923076923076924, 0.16923076923076924, 0.16923076923076924, 0.16923076923076924, 0.16923076923076924, 0.16923076923076924, 0.16923076923076924, 0.16923076923076924, 0.16923076923076924, 0.16923076923076924, 0.16923076923076924, 0.16923076923076924, 0.16923076923076924, 0.16923076923076924, 0.16923076923076924, 0.16923076923076924, 0.16923076923076924, 0.16923076923076924, 0.16923076923076924, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]
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THD0008_aaaaicbj-1
T3
[ [ 0, 0, 80, 0, 0, 0, 0, 160, 0, 80, 0, 0, 0, 80, 320, 0, 0, 0, 0, 0, 0, 0, 0, 160, 0, 0, 160, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 160, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 80, 0, 160, 0, 0, 0, 0, 0, 0, 0, 240, 0, 0, 0, 0, 0, 80, 0, 0, 0, 0, 0, 0, 240, 80, 80, 80, 0, 0, 0, 480, 320, 0, 80, 0, 0, 0, 80, 0, 0, 0, 0, 0, 0, 80, 0, 0, 0, 0, 80, 80, 0, 0, 0, 80, 0, 0, 0, 0, 0, 0, 80, 0, 0, 0, 0, 0, 0, 240, 0, 0, 0, 80, 0, 0, 0, 0, 0, 80, 0, 1040, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 80, 0, 0, 0, 400, 0, 0, 80, 0, 0, 0, 0, 160, 160, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 80, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 80, 80, 80, 0, 0, 0, 0, 0, 0, 80, 0, 0, 80, 0, 160, 80, 0, 0, 0, 0, 0, 0, 0, 0, 0, 80, 0, 0, 0, 0, 240, 240, 0, 480, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 80, 0, 0, 80, 80, 0, 0, 0, 160, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 80, 240, 0, 0, 0, 80, 0, 240, 0, 0, 0, 0, 80, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 320, 640, 0, 0, 160, 0, 0, 0, 0, 0, 80, 0, 0 ] ]
validation
aaaacfgb-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaacfgb-1
[ "ICAM1", "VIM", "RTKN2", "EPAS1", "IRF1", "VEGFA", "EPCAM", "ATF4", "DNAJB9", "RNASE1", "SPCS3", "RHOA", "HERPUD1", "STAT6", "CTNNB1", "COL4A3", "CCN2", "SLC25A4", "BMPR2", "PECAM1", "BCL2L1", "ITGB1", "WNT2", "AKR1C1", "ITGB6", "HIST1H1C", "ERLEC1", "PGC", "PDIA4", "FAS", "EHMT1", "SFTPC", "SFTA2", "GSR", "SELENOS", "NUCB2", "PTGDS", "NKX2-1", "NOX4", "FN1", "EGFR", "FKBP11", "DUOX1", "SPCS2", "PDGFRA", "FCN3", "GCLM", "COL1A2", "DCN", "LMAN1", "ITGA3", "TGFB2", "ATF3", "ANKRD28", "IL32", "XBP1", "HSPA5", "ACTA2", "SSR3" ]
[ 8, 7, 3, 6, 275, 603, 473, 193, 296, 602, 194, 46, 178, 469, 532, 468, 254, 544, 151, 137, 76, 515, 61, 431, 58, 306, 612, 26, 308, 260, 197, 433, 427, 206, 184, 506, 504, 247, 494, 408, 454, 404, 405, 225, 182, 224, 180, 531, 424, 217, 231, 135, 169, 346, 301, 557, 45, 31, 291, 619, 272, 14, 541 ]
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AT1
VUHD116A
[ 1, 0.8714285714285716, 0.7428571428571429, 0.7428571428571429, 0.6142857142857143, 0.48571428571428577, 0.48571428571428577, 0.48571428571428577, 0.3571428571428572, 0.3571428571428572, 0.3571428571428572, 0.3571428571428572, 0.3571428571428572, 0.3571428571428572, 0.3571428571428572, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]
[ -1, -1, 0, -1, -1, -1, -1, 1, -1, 0, -1, -1, -1, 1, 0.75, -1, -1, -1, -1, -1, -1, -1, -1, 0.5, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, 1, -1, -1, -1, -1, -1, -1, -1, 0.67, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, 0.67, 1, 1, 0, -1, -1, -1, 0.33, 1, -1, 0, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, 0, 0, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, 0.67, -1, -1, -1, 1, -1, -1, -1, -1, -1, 1, -1, 0.85, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, 1, -1, -1, 1, -1, -1, -1, -1, 1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, 0, 1, -1, -1, -1, -1, -1, -1, 0, -1, -1, 1, -1, 0, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, 0, 1, -1, 0.67, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, 1, 0, -1, -1, -1, 0.5, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, 0.67, -1, -1, -1, 1, -1, 1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, 0.25, -1, -1, 0, -1, -1, -1, -1, -1, 1, -1, -1 ]
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VUHD116A_aaaacfgb-1
T4
[ [ 0, 0, 0, 90.90908813476562, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 181.81817626953125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 90.90908813476562, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 90.90908813476562, 0, 0, 0, 0, 90.90908813476562, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 90.90908813476562, 363.6363525390625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 181.81817626953125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 181.81817626953125, 90.90908813476562, 90.90908813476562, 90.90908813476562, 181.81817626953125, 0, 0, 0, 0, 90.90908813476562, 0, 0, 0, 181.81817626953125, 0, 272.7272644042969, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 90.90908813476562, 0, 0, 0, 0, 0, 90.90908813476562, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 90.90908813476562, 0, 0, 0, 90.90908813476562, 0, 0, 181.81817626953125, 0, 0, 90.90908813476562, 0, 90.90908813476562, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 90.90908813476562, 0, 0, 0, 90.90908813476562, 0, 0, 0, 0, 363.6363525390625, 90.90908813476562, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 272.7272644042969, 0, 0, 0, 0, 90.90908813476562, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 90.90908813476562, 0, 0, 0, 0, 90.90908813476562, 0, 0, 0, 0, 0, 0, 0, 1272.727294921875, 0, 0, 0, 181.81817626953125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 272.7272644042969, 0, 0, 181.81817626953125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 90.90908813476562, 545.4545288085938, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 90.90908813476562, 0, 0, 0, 0, 818.1817626953125, 454.5454406738281, 0, 0, 0, 0, 0, 90.90908813476562, 0, 0, 0, 90.90908813476562, 0, 0, 0, 0, 90.90908813476562, 90.90908813476562, 0, 0, 0, 90.90908813476562, 0, 90.90908813476562, 0, 0, 0, 90.90908813476562, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 90.90908813476562, 0, 0, 272.7272644042969, 181.81817626953125, 0, 90.90908813476562, 0, 0, 90.90908813476562, 0, 0, 0, 181.81817626953125, 272.7272644042969, 0 ] ]
validation
aaabagcd-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaabagcd-1
[ "NAPSA", "SFTPC", "RNASE1", "SFTPD", "CEACAM6", "ITGB1", "KRT18", "FAS", "VEGFA", "YAP1", "PGC", "PKM", "XBP1", "COL4A3", "FABP4", "EHMT1", "HLA-DRA", "NKX2-1", "DMBT1", "VIM", "ATF4", "SPCS3", "SPCS2", "HIST1H1C", "SOD2", "CD44", "SMAD4", "MGST1", "CD34", "IL7R", "CEACAM5", "SEC11C", "GKN2", "FN1", "RHOA", "DNAJB9", "DUOX1", "EGFR", "MRC1", "SSR3", "HERPUD1", "EPCAM", "LAMP3", "UCHL3", "WFDC2", "TGFB1", "ICAM1", "WNT5A", "ITGA3", "AGER", "ITGB6", "HSPA5", "STAT6", "CCN2" ]
[ 8, 7, 3, 6, 394, 506, 469, 507, 117, 306, 324, 206, 602, 620, 433, 438, 619, 137, 202, 184, 263, 404, 177, 603, 46, 532, 531, 260, 526, 100, 519, 369, 92, 294, 116, 490, 234, 225, 468, 178, 180, 182, 379, 541, 254, 194, 332, 596, 610, 556, 275, 614, 301, 21, 308, 272, 544, 76 ]
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AT1
THD0008
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THD0008_aaabagcd-1
T3
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validation
aaaadhfc-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaadhfc-1
[ "ICAM1", "SFTPC", "KRT18", "NAPSA", "CEACAM6", "KRT8", "EPCAM", "NKX2-1", "RNASE1", "ITGA3", "HERPUD1", "RHOA", "ITGB1", "AGER", "SPCS3", "ATF4", "PGC", "PDIA3", "SFTA2", "SFTPD", "NUTF2", "PKM", "SOX4", "CEACAM5", "DNAJB9", "HLA-DRA", "WWTR1", "XBP1", "FAS", "ACTA2", "AXIN2", "VEGFA", "MGST1", "SPCS2", "FGF7", "IFIT1", "COL4A3", "PDIA6", "LAMP3", "SMAD4", "NFKB1", "COL3A1", "LUM", "VIM", "SEC11C", "SLC25A4", "FN1", "TOP1", "AGR3", "HIST1H1C", "DMBT1", "PCNA", "SOD2", "SCGB3A2", "MSLN", "DUOX1", "EGFR", "MYC", "MYDGF", "GSR", "CTNNB1", "ERLEC1", "GKN2", "EMG1", "PTGDS", "NUCB2", "EHMT1", "COL1A2", "GDF15", "DDIT3", "YAP1", "MMP7", "UGDH", "WNT7B", "HMGA1", "LPAR2", "HSPA5", "ANKRD28", "UCHL3", "BMPR2", "WFDC2", "ATG7", "ITGB6", "UBE2J1", "MANF" ]
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AT1
VUILD91LF
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VUILD91LF_aaaadhfc-1
T3
[ [ 0, 0, 119.61722564697266, 71.77033233642578, 23.923444747924805, 0, 0, 0, 0, 0, 0, 0, 0, 0, 47.84688949584961, 0, 0, 0, 23.923444747924805, 0, 0, 0, 0, 71.77033233642578, 23.923444747924805, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 23.923444747924805, 0, 0, 0, 0, 0, 0, 263.15789794921875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 23.923444747924805, 23.923444747924805, 0, 47.84688949584961, 0, 0, 0, 0, 0, 0, 119.61722564697266, 119.61722564697266, 0, 0, 0, 23.923444747924805, 0, 95.69377899169922, 23.923444747924805, 0, 95.69377899169922, 0, 23.923444747924805, 0, 0, 0, 0, 0, 47.84688949584961, 0, 0, 0, 191.38755798339844, 0, 47.84688949584961, 119.61722564697266, 23.923444747924805, 0, 0, 23.923444747924805, 95.69377899169922, 71.77033233642578, 0, 47.84688949584961, 0, 0, 0, 23.923444747924805, 0, 0, 23.923444747924805, 0, 0, 0, 0, 0, 23.923444747924805, 0, 0, 23.923444747924805, 191.38755798339844, 0, 0, 0, 23.923444747924805, 0, 47.84688949584961, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 47.84688949584961, 0, 0, 47.84688949584961, 23.923444747924805, 0, 0, 287.0813293457031, 47.84688949584961, 0, 47.84688949584961, 95.69377899169922, 334.92822265625, 23.923444747924805, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 47.84688949584961, 0, 0, 0, 0, 143.54066467285156, 23.923444747924805, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 167.464111328125, 0, 23.923444747924805, 119.61722564697266, 0, 71.77033233642578, 0, 0, 0, 0, 0, 0, 23.923444747924805, 0, 0, 0, 0, 71.77033233642578, 0, 23.923444747924805, 0, 23.923444747924805, 0, 0, 0, 0, 167.464111328125, 0, 0, 0, 0, 0, 0, 0, 23.923444747924805, 0, 0, 0, 0, 885.16748046875, 23.923444747924805, 0, 0, 119.61722564697266, 0, 23.923444747924805, 47.84688949584961, 0, 0, 0, 0, 0, 0, 0, 71.77033233642578, 71.77033233642578, 0, 0, 263.15789794921875, 0, 0, 143.54066467285156, 23.923444747924805, 23.923444747924805, 0, 0, 23.923444747924805, 0, 47.84688949584961, 0, 0, 0, 0, 143.54066467285156, 717.703369140625, 0, 0, 23.923444747924805, 0, 0, 0, 0, 0, 0, 0, 47.84688949584961, 47.84688949584961, 119.61722564697266, 23.923444747924805, 0, 191.38755798339844, 1076.5550537109375, 574.1626586914062, 0, 0, 71.77033233642578, 0, 0, 71.77033233642578, 0, 0, 0, 23.923444747924805, 0, 23.923444747924805, 23.923444747924805, 0, 0, 23.923444747924805, 0, 0, 23.923444747924805, 95.69377899169922, 23.923444747924805, 0, 0, 0, 0, 0, 23.923444747924805, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 23.923444747924805, 0, 0, 23.923444747924805, 0, 0, 23.923444747924805, 311.0047912597656, 0, 0, 0, 0, 0, 0, 0, 0, 215.31100463867188, 71.77033233642578, 0 ] ]
validation
aaaabalp-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaabalp-1
[ "SFTPC", "NAPSA", "RNASE1", "SFTPD", "ICAM1", "VIM", "HLA-DRA", "PGC", "CD44", "XBP1", "FN1", "SFTA2", "DMBT1", "KRT18", "MGST1", "PKM", "ITGB1", "RHOA", "KRT8", "COL3A1", "COL1A2", "SELENOS", "EGFR", "ACTA2", "NKX2-1", "SSR3", "HYOU1", "CST3", "CTNNB1", "EPAS1", "PDIA3", "PDIA4", "SMAD4", "LAMP3", "YAP1", "SLC25A4", "BCL2L1", "AGER", "LUM", "EPCAM", "NUTF2", "HSPA5", "ERLEC1", "DUOX1", "PTGDS", "SEC11C", "SCGB3A2", "DDIT3", "HIF1A", "HERPUD1", "CFTR", "GKN2", "HMGA1", "ATF4", "ITGA3", "SOX4", "CTHRC1", "LYZ", "CXCL14", "SOX9", "NFKB1", "ITGB6", "BCL2L11", "TTC19", "KRT6A", "UCHL3", "AXIN2", "EMG1", "LMAN1", "VEGFA", "NUCB2", "PPARG", "FAS", "PLPP5", "PLIN2", "FCER1G", "FGF2", "FKBP11", "AGR3", "EHMT1", "CRELD2", "S100A12", "SPRY2", "SOD2", "MSLN", "IDH1", "SPCS3", "CD274", "HIST1H1C", "CEACAM5", "CEACAM6", "STAT1", "SFRP2", "GCLM", "MANF", "TGFB2" ]
[ 9, 7, 3, 6, 506, 394, 469, 507, 275, 603, 263, 433, 100, 619, 225, 504, 177, 324, 369, 438, 306, 468, 328, 136, 135, 494, 182, 14, 404, 541, 273, 147, 151, 193, 426, 427, 519, 332, 620, 515, 58, 21, 353, 194, 409, 272, 197, 180, 454, 490, 489, 171, 258, 254, 120, 234, 264, 46, 301, 528, 149, 357, 158, 529, 400, 308, 59, 590, 326, 596, 51, 191, 346, 602, 408, 448, 206, 444, 442, 211, 220, 224, 22, 184, 144, 477, 537, 526, 384, 276, 532, 89, 260, 116, 117, 542, 502, 231, 360, 557 ]
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AT1
VUILD91MF
[ 1, 0.94375, 0.8875, 0.83125, 0.775, 0.71875, 0.6625, 0.60625, 0.60625, 0.55, 0.49375, 0.49375, 0.49375, 0.4375, 0.4375, 0.38125, 0.38125, 0.38125, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.26875000000000004, 0.26875000000000004, 0.26875000000000004, 0.26875000000000004, 0.26875000000000004, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.15625, 0.15625, 0.15625, 0.15625, 0.15625, 0.15625, 0.15625, 0.15625, 0.15625, 0.15625, 0.15625, 0.15625, 0.15625, 0.15625, 0.15625, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]
[ -1, -1, 0.4, 0.33, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, 0, -1, -1, -1, -1, 0, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, 0.18, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, 1, -1, 0, -1, -1, -1, -1, -1, -1, 0.4, 0, -1, -1, -1, 0, -1, 0, 0, -1, 0.75, -1, 0, -1, -1, -1, -1, -1, 0, -1, -1, -1, 0, -1, 0, 0.6, 0, -1, -1, 1, 0.5, 0.33, -1, 0.5, -1, -1, -1, 1, -1, -1, 0, -1, -1, -1, -1, -1, 0, -1, -1, 1, 0.38, -1, -1, -1, 1, -1, 0.5, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.5, -1, -1, 0, 0, -1, -1, 0.17, 0.5, -1, 0, 0.25, 0.57, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.5, -1, -1, -1, -1, 0, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.43, -1, 1, 0, -1, 0.67, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, 0, -1, 0, -1, 0, -1, -1, -1, -1, 0.29, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, 0.3, 0, -1, -1, 0.4, -1, 0, 0, -1, -1, -1, -1, -1, -1, -1, 0.33, 0, -1, -1, 0.09, -1, -1, 0.5, 1, 0, -1, -1, 0, -1, 0, -1, -1, -1, -1, 0.17, 0.27, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, 0, 0, 0.6, 0, -1, 0.25, 0.18, 0.21, -1, -1, 0.67, -1, -1, 0, -1, -1, -1, 1, -1, 1, 1, -1, -1, 0, -1, -1, 0, 0, 0, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, 0, -1, -1, 0, 0.31, -1, -1, -1, -1, -1, -1, -1, -1, 0, 0.67, -1 ]
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VUILD91MF_aaaabalp-1
T11
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validation
aaabhpgf-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaabhpgf-1
[ "SCGB3A2", "IFIT1", "XBP1", "CEACAM6", "RNASE1", "IFIT3", "NAPSA", "VIM", "MGST1", "MMP7", "EPCAM", "SFTA2", "ICAM1", "CCN2", "KRT18", "HLA-DRA", "BMPR2", "UBE2J1", "IFIT2", "OAS3", "PCNA", "CA4", "NKX2-1", "PECAM1", "PDIA4", "CD44", "IL7R", "PKM", "RHOA", "CST3", "EHMT1", "EPAS1", "STAT1", "SPCS2", "SOX4", "ATF4", "ITGA3", "FAS", "SFTPD", "HYOU1", "GNG11", "HSPA5", "FCGR3A", "EGFR", "CTNNB1", "FN1", "IL4R", "IRF1", "ERLEC1", "IDH1", "NHSL2", "ITGB1", "WWTR1", "WNT7B", "WFDC2", "VEGFA", "TOP1", "STAT6", "SPCS3", "SOD2", "SMAD4", "SLC25A4", "RTKN2", "PGC", "PDIA3", "PAEP", "OAS2", "NOX4", "CPA3", "NFKB1", "MANF", "LUM", "LGALS1", "KRT8", "KRT5", "ITGAV", "COL1A2", "ZEB1", "BANK1", "CEACAM5", "CCL18", "CCL2", "AXIN2", "AGR3", "AIF1", "CD14" ]
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AT1
VUILD110
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VUILD110_aaabhpgf-1
T3
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validation
aaaabecf-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaabecf-1
[ "VIM", "CEACAM6", "CD44", "ICAM1", "EPAS1", "RNASE1", "KRT8", "ITGB1", "CEACAM5", "KRT18", "MSLN", "FN1", "RHOA", "WWTR1", "EPCAM", "SFTPD", "SFTPC", "CD52", "MGST1", "HIF1A", "NAPSA", "CTNNB1", "NKX2-1", "PPARG", "COL3A1", "STAT1", "PDIA6", "BCL2L1", "ITGA3", "ITGAV", "UBE2J1", "UCHL3", "BMPR2", "SFTA2", "SFRP4", "GZMA", "COL1A1", "COL1A2", "VEGFA", "NFKB1", "PECAM1", "ATG7", "NUCB2", "OAS2", "PRDX4", "AGER", "DUOX1", "FCGR3A", "EHMT1", "PKM", "ACTA2", "XBP1", "PDIA3", "PDIA4", "AIF1", "ITGB6", "ZEB1", "CCN2", "HYOU1", "HLA-DQA1", "IFIT1", "TOP1", "TGFB1", "SPCS2", "HSPA5", "SPARCL1", "MCEMP1", "BMP4" ]
[ 9, 7, 3, 6, 603, 117, 100, 275, 193, 469, 328, 306, 116, 324, 384, 225, 468, 618, 194, 507, 506, 101, 369, 258, 394, 151, 404, 448, 136, 542, 428, 58, 301, 304, 594, 596, 61, 504, 503, 248, 134, 135, 602, 400, 431, 48, 408, 410, 450, 21, 180, 214, 184, 438, 14, 619, 426, 427, 23, 308, 621, 76, 273, 261, 278, 580, 556, 531, 272, 530, 363, 60 ]
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AT1
VUILD78LF
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VUILD78LF_aaaabecf-1
T3
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validation
aaabecid-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaabecid-1
[ "ICAM1", "KRT8", "AGER", "RHOA", "KRT18", "FN1", "XBP1", "PGC", "RNASE1", "RTKN2", "VEGFA", "EPCAM", "MGST1", "PDIA3", "WWTR1", "VIM", "FABP4", "PKM", "AGR3", "CEACAM6", "NAPSA", "ATF4", "SOD2", "SFTPC", "SELENOS", "COL4A3", "NKX2-1", "CTNNB1", "HLA-DRA", "ITGB1", "ITGA3", "HSPA5", "PECAM1", "HIF1A", "SLC25A4", "LYZ", "PLIN2", "UBE2J1", "NUTF2", "CD44", "COL1A2", "DMBT1", "COL3A1", "EPAS1", "SFTPD", "PPARG", "EGFR", "HERPUD1", "ANKRD28", "DUOX1", "JCHAIN", "CXCR5", "COL15A1", "SFTA2", "HAVCR2", "CCL18", "IRF1", "TNFRSF17", "TGFB2", "BMPR2", "TOP1", "LGALS1", "LMAN1", "STAT6", "C1QC", "MANF", "AXL", "YAP1", "TP63", "ITGAV", "HYOU1", "LAMP3", "BANK1" ]
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AT1
VUILD115
[ 1, 0.9099999999999999, 0.82, 0.82, 0.73, 0.73, 0.64, 0.64, 0.64, 0.64, 0.64, 0.5499999999999999, 0.45999999999999996, 0.45999999999999996, 0.45999999999999996, 0.45999999999999996, 0.37, 0.37, 0.37, 0.37, 0.37, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]
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VUILD115_aaabecid-1
T3
[ [ 0, 0, 66.66666412353516, 200, 0, 0, 0, 0, 0, 0, 0, 0, 0, 200, 333.33331298828125, 0, 0, 66.66666412353516, 133.3333282470703, 0, 66.66666412353516, 0, 0, 0, 0, 0, 200, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 66.66666412353516, 0, 0, 0, 0, 0, 0, 66.66666412353516, 133.3333282470703, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 133.3333282470703, 266.6666564941406, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 66.66666412353516, 0, 0, 0, 0, 133.3333282470703, 0, 0, 0, 0, 0, 66.66666412353516, 0, 0, 66.66666412353516, 0, 0, 0, 0, 0, 0, 0, 133.3333282470703, 0, 0, 0, 0, 0, 733.3333129882812, 400, 0, 66.66666412353516, 0, 0, 0, 66.66666412353516, 0, 0, 0, 0, 0, 0, 0, 0, 0, 66.66666412353516, 0, 0, 66.66666412353516, 0, 0, 0, 66.66666412353516, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 133.3333282470703, 0, 0, 0, 466.6666564941406, 0, 0, 66.66666412353516, 0, 0, 0, 0, 400, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 66.66666412353516, 0, 0, 133.3333282470703, 0, 0, 66.66666412353516, 0, 133.3333282470703, 66.66666412353516, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 66.66666412353516, 0, 0, 133.3333282470703, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 200, 0, 0, 0, 0, 0, 0, 266.6666564941406, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 333.33331298828125, 0, 0, 66.66666412353516, 0, 0, 0, 66.66666412353516, 0, 0, 0, 0, 66.66666412353516, 0, 66.66666412353516, 0, 0, 0, 66.66666412353516, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 133.3333282470703, 200, 0, 666.6666259765625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 66.66666412353516, 133.3333282470703, 0, 0, 66.66666412353516, 66.66666412353516, 66.66666412353516, 0, 66.66666412353516, 0, 0, 0, 0, 0, 0, 0, 133.3333282470703, 0, 0, 0, 333.33331298828125, 0, 0, 0, 0, 66.66666412353516, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 66.66666412353516, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 200, 666.6666259765625, 0, 66.66666412353516, 0, 0, 0, 0, 0, 0, 66.66666412353516, 133.3333282470703, 66.66666412353516 ] ]
validation
aaaabcig-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaabcig-1
[ "EPAS1", "VIM", "RTKN2", "HIST1H1C", "EPCAM", "ICAM1", "ATF4", "NKX2-1", "SPARCL1", "CEACAM6", "MGST1", "LYZ", "AGER", "ATF3", "RNASE1", "VEGFA", "BMPR2", "SELENOS", "HERPUD1", "CST3", "AXIN2", "YAP1", "CEACAM5", "ITGA3", "KRT8", "ITGB1", "SOD2", "CD52", "DUOX1", "RHOA", "SFTPD", "SFTPC", "SFTA2", "SEC11C", "COL4A3", "SLC25A37", "CXCL9", "ZEB1", "ERLEC1", "PECAM1", "FAS", "PDIA4", "PCNA", "FGF7", "NUTF2", "FN1", "GCLM", "HLA-DRA", "IRF1", "ITGAV", "ITGB6", "KRT18", "PKM", "CD44", "DCN", "BANK1", "ATP2A3", "XBP1", "SPRY2", "ACTA2", "WFDC2", "TOP2A", "CD274" ]
[ 8, 7, 3, 6, 193, 603, 473, 260, 194, 275, 46, 404, 530, 117, 369, 357, 21, 45, 469, 602, 61, 494, 254, 147, 51, 620, 116, 301, 328, 306, 526, 101, 180, 468, 507, 506, 504, 490, 137, 514, 162, 621, 197, 431, 206, 427, 420, 221, 409, 225, 231, 263, 296, 304, 308, 324, 438, 100, 169, 54, 50, 619, 537, 14, 610, 581, 89 ]
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AT1
VUHD095
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VUHD095_aaaabcig-1
T4
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validation
aaaaeeaj-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaaeeaj-1
[ "RTKN2", "ICAM1", "VEGFA", "SFTPC", "KRT8", "NAPSA", "VIM", "SFTPD", "RHOA", "ITGB1", "PDIA3", "EPAS1", "FN1", "ATF4", "COL1A2", "XBP1", "CCN2", "EPCAM", "STAT1", "KRT18", "CTNNB1", "NKX2-1", "LAMP3", "CEACAM6", "RNASE1", "ATF3", "AGER", "WWTR1", "PTGDS", "PKM", "YAP1", "AGR3", "NUTF2", "PLIN2", "ITGA3", "SMAD4", "ITGAV", "FAS", "ITGB6", "CD44", "SPCS2", "BANK1", "COL3A1", "COL4A3", "PDIA6", "MGST1", "DMBT1", "SPRY2", "AXIN2", "CHGB", "IDH1", "SLC25A37", "HSPA5", "HMOX1", "COL1A1", "HMGA1", "HLA-DRA", "GNG11", "SCGB3A2", "CST3", "HIST1H1C", "AKR1C2", "IFIT3", "GCLM", "MEG3", "PDIA4", "CCL18", "TTC19", "LGALS1", "GKN2", "ITM2C", "KRT14", "LPAR1", "LYZ", "BMPR2", "IL32", "ANKRD28", "WNT5A", "NUCB2", "SOD2", "ERLEC1", "ACTA2" ]
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AT1
VUILD102LF
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VUILD102LF_aaaaeeaj-1
T4
[ [ 0, 0, 357.1428527832031, 129.87013244628906, 32.467533111572266, 32.467533111572266, 0, 0, 0, 0, 0, 0, 0, 194.80520629882812, 194.80520629882812, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 64.93506622314453, 0, 0, 0, 0, 0, 0, 32.467533111572266, 0, 0, 0, 487.01300048828125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 194.80520629882812, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 64.93506622314453, 32.467533111572266, 97.40260314941406, 0, 0, 0, 0, 129.87013244628906, 0, 0, 64.93506622314453, 0, 0, 0, 32.467533111572266, 0, 32.467533111572266, 0, 0, 0, 0, 0, 32.467533111572266, 0, 64.93506622314453, 32.467533111572266, 0, 0, 0, 0, 162.33766174316406, 129.87013244628906, 0, 64.93506622314453, 0, 0, 0, 0, 0, 0, 64.93506622314453, 0, 162.33766174316406, 0, 0, 0, 0, 0, 0, 0, 162.33766174316406, 0, 0, 0, 0, 0, 32.467533111572266, 0, 0, 0, 0, 32.467533111572266, 0, 0, 0, 0, 0, 32.467533111572266, 0, 32.467533111572266, 0, 97.40260314941406, 32.467533111572266, 64.93506622314453, 0, 487.01300048828125, 0, 194.80520629882812, 64.93506622314453, 0, 324.6753234863281, 97.40260314941406, 0, 0, 32.467533111572266, 0, 0, 0, 0, 0, 0, 32.467533111572266, 32.467533111572266, 32.467533111572266, 32.467533111572266, 129.87013244628906, 0, 64.93506622314453, 97.40260314941406, 0, 0, 0, 0, 162.33766174316406, 64.93506622314453, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 194.80520629882812, 0, 0, 162.33766174316406, 0, 0, 0, 0, 0, 0, 0, 0, 97.40260314941406, 0, 0, 0, 0, 162.33766174316406, 0, 32.467533111572266, 0, 32.467533111572266, 0, 0, 0, 0, 64.93506622314453, 0, 0, 0, 0, 0, 0, 32.467533111572266, 0, 0, 32.467533111572266, 32.467533111572266, 0, 162.33766174316406, 32.467533111572266, 0, 0, 227.27273559570312, 0, 0, 32.467533111572266, 0, 0, 0, 0, 0, 0, 32.467533111572266, 129.87013244628906, 32.467533111572266, 97.40260314941406, 0, 32.467533111572266, 0, 0, 97.40260314941406, 0, 0, 0, 0, 0, 0, 97.40260314941406, 32.467533111572266, 0, 32.467533111572266, 0, 194.80520629882812, 194.80520629882812, 0, 487.01300048828125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 64.93506622314453, 162.33766174316406, 0, 0, 32.467533111572266, 64.93506622314453, 0, 0, 0, 0, 32.467533111572266, 0, 97.40260314941406, 0, 0, 0, 0, 0, 0, 0, 0, 0, 64.93506622314453, 292.2077941894531, 0, 0, 0, 0, 0, 0, 32.467533111572266, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 32.467533111572266, 32.467533111572266, 0, 0, 32.467533111572266, 0, 324.6753234863281, 519.4805297851562, 0, 0, 0, 0, 0, 0, 0, 97.40260314941406, 64.93506622314453, 64.93506622314453, 0 ] ]
validation
aaaadbgn-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaadbgn-1
[ "VIM", "HLA-DRA", "RTKN2", "CCN2", "ACTA2", "ICAM1", "VEGFA", "STAT1", "NKX2-1", "KRT18", "RNASE1", "RHOA", "HMOX1", "ATF3", "ATF4", "CD44", "FN1", "FCGR3A", "KRT8", "NAPSA", "EPAS1", "SFTPC", "LUM", "ITGB1", "IRF1", "PDIA3", "CST3", "AGER", "EPCAM", "PKM", "SOD2", "PDIA6", "PTGDS", "COL4A3", "LMAN1", "WWTR1", "HIF1A", "ITGA3", "IDH1", "SFTA2", "ERLEC1", "DUOX1", "SLC25A4", "FCER1G", "MGST1", "YAP1", "ISG20", "BMPR2", "HSPA5", "ITGB6", "HLA-DQA1", "COL1A2", "CTNNB1", "XBP1", "SSR3", "LYZ", "RAMP2", "DCN", "DMBT1", "CXCR4", "EGFR", "HES1", "PGC", "IL37", "IL32", "MANF", "PDIA4", "IFIT3", "PDGFRB", "NUTF2", "GKN2", "NFKB1", "GSR", "MUC5B", "HIST1H1C", "HAVCR2", "MS4A7", "IL4R", "MYC", "IL7R", "PTPRC", "COL3A1", "AGR3", "TGFB3", "UBE2J1", "TTC19", "SNAI2", "UGDH", "SLC25A37", "AIF1", "CCL2" ]
[ 9, 7, 3, 6, 603, 263, 473, 76, 14, 275, 602, 542, 404, 324, 469, 468, 266, 45, 46, 100, 225, 214, 328, 394, 193, 506, 353, 306, 296, 426, 147, 21, 194, 438, 526, 428, 454, 137, 346, 618, 258, 301, 276, 504, 197, 180, 515, 211, 369, 620, 300, 61, 272, 308, 261, 135, 151, 619, 541, 357, 459, 169, 177, 163, 182, 255, 433, 292, 291, 360, 427, 280, 425, 409, 234, 400, 247, 388, 260, 253, 383, 293, 389, 294, 456, 136, 22, 558, 594, 590, 523, 597, 514, 23, 72 ]
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AT1
VUILD96LF
[ 1, 0.9181818181818181, 0.9181818181818181, 0.9181818181818181, 0.8363636363636363, 0.7545454545454545, 0.7545454545454545, 0.6727272727272727, 0.5909090909090909, 0.509090909090909, 0.509090909090909, 0.509090909090909, 0.509090909090909, 0.509090909090909, 0.509090909090909, 0.509090909090909, 0.42727272727272725, 0.42727272727272725, 0.42727272727272725, 0.42727272727272725, 0.42727272727272725, 0.42727272727272725, 0.42727272727272725, 0.42727272727272725, 0.34545454545454546, 0.34545454545454546, 0.34545454545454546, 0.34545454545454546, 0.34545454545454546, 0.26363636363636367, 0.26363636363636367, 0.26363636363636367, 0.26363636363636367, 0.26363636363636367, 0.26363636363636367, 0.26363636363636367, 0.26363636363636367, 0.26363636363636367, 0.26363636363636367, 0.18181818181818182, 0.18181818181818182, 0.18181818181818182, 0.18181818181818182, 0.18181818181818182, 0.18181818181818182, 0.18181818181818182, 0.18181818181818182, 0.18181818181818182, 0.18181818181818182, 0.18181818181818182, 0.18181818181818182, 0.18181818181818182, 0.18181818181818182, 0.18181818181818182, 0.18181818181818182, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]
[ -1, -1, 0.18, 0.25, 0, 1, -1, -1, -1, -1, -1, -1, -1, 0.67, 0.67, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, 0.67, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.33, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, 0, 1, -1, -1, -1, -1, 0, -1, -1, 0, -1, -1, -1, 1, -1, 1, -1, -1, -1, -1, -1, 0, -1, 0.5, 0, -1, -1, -1, -1, 0, 0.75, -1, 0.5, -1, -1, -1, -1, -1, -1, 0, -1, 0.2, -1, -1, -1, -1, -1, -1, -1, 0.4, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, 0, -1, 0, -1, 0, 0, 0, -1, 0.13, -1, 0, 0, -1, 0.7, 0, -1, -1, 1, -1, -1, -1, -1, -1, -1, 0, 0, 1, 0, 0.75, -1, 0.5, 0.33, -1, -1, -1, -1, 0.8, 0.5, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.83, -1, -1, 0.6, -1, -1, -1, -1, -1, -1, -1, -1, 0.33, -1, -1, -1, -1, 0.2, -1, 1, -1, 0, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, 1, -1, -1, 1, 0, -1, 0.4, 0, -1, -1, 0.57, -1, -1, 1, -1, -1, -1, -1, -1, -1, 0, 0.25, 0, 0.33, -1, 0, -1, -1, 0.67, -1, -1, -1, -1, -1, -1, 0, 0, -1, 0, -1, 0.17, 0.33, -1, 0.73, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.5, 0.2, -1, -1, 1, 0.5, -1, -1, -1, -1, 1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.5, 0.22, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, 0, -1, -1, 0, -1, 0.8, 0.06, -1, -1, -1, -1, -1, -1, -1, 0, 0, 0, -1 ]
[ 0, 0, 11, 4, 1, 1, 0, 0, 0, 0, 0, 0, 0, 6, 6, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 15, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 6, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 1, 3, 0, 0, 0, 0, 4, 0, 0, 2, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, 1, 0, 2, 1, 0, 0, 0, 0, 5, 4, 0, 2, 0, 0, 0, 0, 0, 0, 2, 0, 5, 0, 0, 0, 0, 0, 0, 0, 5, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 1, 0, 3, 1, 2, 0, 15, 0, 6, 2, 0, 10, 3, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 4, 0, 2, 3, 0, 0, 0, 0, 5, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 6, 0, 0, 5, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 5, 0, 1, 0, 1, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 1, 0, 5, 1, 0, 0, 7, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 4, 1, 3, 0, 1, 0, 0, 3, 0, 0, 0, 0, 0, 0, 3, 1, 0, 1, 0, 6, 6, 0, 15, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 5, 0, 0, 1, 2, 0, 0, 0, 0, 1, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 9, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 1, 0, 10, 16, 0, 0, 0, 0, 0, 0, 0, 3, 2, 2, 0 ]
VUILD96LF_aaaadbgn-1
T4
[ [ 0, 0, 52.6315803527832, 52.6315803527832, 52.6315803527832, 0, 0, 0, 0, 0, 0, 0, 0, 0, 52.6315803527832, 52.6315803527832, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 52.6315803527832, 0, 0, 0, 0, 0, 0, 105.2631607055664, 157.89474487304688, 0, 105.2631607055664, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 947.3684692382812, 0, 0, 0, 0, 0, 0, 0, 105.2631607055664, 157.89474487304688, 105.2631607055664, 105.2631607055664, 0, 0, 0, 0, 157.89474487304688, 0, 0, 52.6315803527832, 0, 0, 0, 0, 0, 157.89474487304688, 0, 0, 0, 0, 0, 0, 52.6315803527832, 0, 0, 52.6315803527832, 0, 0, 0, 210.5263214111328, 263.15789794921875, 0, 52.6315803527832, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 210.5263214111328, 0, 0, 0, 0, 0, 52.6315803527832, 0, 0, 0, 0, 52.6315803527832, 0, 0, 0, 0, 0, 0, 0, 0, 0, 157.89474487304688, 52.6315803527832, 0, 0, 52.6315803527832, 0, 0, 210.5263214111328, 0, 473.6842346191406, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 105.2631607055664, 0, 0, 157.89474487304688, 0, 52.6315803527832, 210.5263214111328, 0, 52.6315803527832, 0, 0, 0, 0, 0, 0, 0, 0, 421.0526428222656, 0, 0, 526.3157958984375, 0, 52.6315803527832, 0, 0, 0, 0, 0, 0, 52.6315803527832, 52.6315803527832, 0, 0, 0, 105.2631607055664, 0, 0, 0, 0, 0, 0, 0, 0, 105.2631607055664, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 52.6315803527832, 421.0526428222656, 0, 0, 0, 52.6315803527832, 0, 105.2631607055664, 105.2631607055664, 52.6315803527832, 0, 0, 0, 0, 0, 0, 263.15789794921875, 157.89474487304688, 0, 0, 52.6315803527832, 0, 0, 105.2631607055664, 0, 0, 0, 52.6315803527832, 0, 0, 105.2631607055664, 0, 0, 0, 0, 52.6315803527832, 263.15789794921875, 0, 0, 0, 0, 0, 52.6315803527832, 0, 0, 0, 0, 0, 0, 52.6315803527832, 0, 0, 0, 0, 52.6315803527832, 0, 0, 0, 0, 0, 52.6315803527832, 0, 0, 0, 52.6315803527832, 0, 0, 0, 210.5263214111328, 0, 0, 0, 0, 52.6315803527832, 105.2631607055664, 0, 105.2631607055664, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 105.2631607055664, 0, 0, 0, 0, 0, 0, 0, 0, 0, 52.6315803527832, 0, 0, 52.6315803527832, 473.6842346191406, 0, 0, 0, 0, 0, 0, 0, 157.89474487304688, 105.2631607055664, 105.2631607055664, 105.2631607055664 ] ]
validation
aaaaddlp-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaaddlp-1
[ "CEACAM6", "KRT8", "VIM", "ICAM1", "KRT18", "NAPSA", "EPCAM", "PDIA3", "RNASE1", "SPARCL1", "EPAS1", "FN1", "ITGB6", "HSPA5", "ITGAV", "HIF1A", "COL1A2", "CD44", "PDIA4", "CST3", "DCN", "WWTR1", "COL4A3", "COL3A1", "COL1A1", "NUCB2", "MGST1", "NUTF2", "CD4", "PTGDS", "PKM", "SSR3", "STAT6", "LUM", "ZEB1", "CD68", "YAP1", "ITGA3", "TOP1", "XBP1", "MYDGF", "SMAD4", "OAS2", "JCHAIN", "SFTPD", "ITGB1", "RHOA", "VEGFA", "ATF4", "S100A8", "SELENOS", "GSR", "CTNNB1", "GKN2", "LAMP3", "UCHL3", "NKX2-1", "HIST1H1C", "ATF6", "DNAJB9", "ERLEC1", "ACTA2", "LPAR1", "AGER", "LMAN1", "SPRY2", "AGR3", "PGC", "CD27", "EHMT1", "HLA-DRA", "POSTN", "SOD2" ]
[ 9, 7, 3, 6, 117, 328, 603, 275, 324, 394, 194, 426, 469, 530, 193, 225, 308, 272, 304, 258, 135, 100, 427, 147, 169, 618, 137, 136, 134, 408, 369, 409, 97, 454, 438, 541, 544, 353, 621, 102, 620, 301, 580, 619, 390, 519, 410, 310, 507, 306, 468, 602, 46, 480, 494, 247, 151, 234, 332, 596, 404, 260, 47, 178, 197, 14, 348, 21, 346, 537, 22, 433, 88, 184, 263, 446, 526 ]
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AT1
VUILD91LF
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VUILD91LF_aaaaddlp-1
T3
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validation
aaaabbin-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaabbin-1
[ "SCGB3A2", "CEACAM6", "HLA-DRA", "KRT18", "FN1", "ICAM1", "CD44", "NAPSA", "VIM", "MGST1", "NKX2-1", "RNASE1", "SPINK1", "ITGA3", "SFTPD", "COL1A1", "EPCAM", "FCER1G", "PDIA3", "CTNNB1", "KRT8", "SFTA2", "ITGB1", "VEGFA", "HIF1A", "ANKRD28", "MSLN", "RHOA", "GCLM", "IFIT3", "IDH1", "EHMT1", "KRT6A", "CD68", "COL3A1", "ATF4", "HSPA5", "EGFR", "NUCB2", "SSR3", "DUOX1", "GPR183", "FKBP11", "CCL18", "XBP1", "HIST1H1C", "BCL2L1", "HERPUD1", "EMG1", "DDIT3", "PDIA4", "CEACAM5", "AKR1C1", "LGALS1", "SEC11C", "CXCL14", "WNT5A", "AIF1", "HLA-DQB1", "IFIT2", "MMP7", "AXL", "SOX4", "UBE2J1", "GKN2", "BMP4", "PKM", "KRT15", "TOP1", "FAS", "ITGAV", "GSR", "TGFB2", "ERN2", "PTGDS", "CD1A", "CD1C", "ERLEC1", "STAT6", "CD52", "WFDC2", "CD4", "YAP1", "OAS2", "SPARCL1", "IL4R", "SPRY2", "ATF3", "STAT1", "SPCS3" ]
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AT1
VUILD91MF
[ 1, 0.9181818181818181, 0.8363636363636363, 0.8363636363636363, 0.7545454545454545, 0.6727272727272727, 0.5909090909090909, 0.509090909090909, 0.509090909090909, 0.42727272727272725, 0.42727272727272725, 0.42727272727272725, 0.34545454545454546, 0.34545454545454546, 0.34545454545454546, 0.34545454545454546, 0.34545454545454546, 0.34545454545454546, 0.34545454545454546, 0.26363636363636367, 0.26363636363636367, 0.26363636363636367, 0.26363636363636367, 0.26363636363636367, 0.26363636363636367, 0.26363636363636367, 0.26363636363636367, 0.26363636363636367, 0.26363636363636367, 0.18181818181818182, 0.18181818181818182, 0.18181818181818182, 0.18181818181818182, 0.18181818181818182, 0.18181818181818182, 0.18181818181818182, 0.18181818181818182, 0.18181818181818182, 0.18181818181818182, 0.18181818181818182, 0.18181818181818182, 0.18181818181818182, 0.18181818181818182, 0.18181818181818182, 0.18181818181818182, 0.18181818181818182, 0.18181818181818182, 0.18181818181818182, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]
[ -1, -1, -1, -1, -1, 0, -1, 0, -1, 0.33, -1, -1, -1, 1, 0.5, -1, -1, -1, -1, 1, -1, -1, -1, 0, -1, 0, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, 0.12, 0, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, 0.17, -1, -1, -1, -1, -1, -1, -1, 0, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, 0, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, 0, 0.5, 1, -1, -1, 0, -1, 0.25, -1, 0, 0, -1, -1, 0, -1, -1, 0.5, -1, -1, -1, -1, -1, -1, -1, -1, 0.5, 0.2, -1, -1, -1, 0.67, -1, 0, -1, -1, -1, 0, 0, -1, -1, -1, -1, -1, -1, 0, -1, -1, 0.67, 0.5, -1, 0, 0.08, -1, -1, 0, -1, 0.56, 0, -1, 0, 0, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, 0.25, -1, -1, 0, -1, 0.33, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, 0.15, -1, 0, 0, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.33, -1, -1, -1, 0, -1, -1, -1, 0, -1, -1, -1, -1, 0.14, -1, -1, -1, 0.17, -1, 0, -1, 0, -1, -1, -1, -1, -1, -1, 0.5, 0, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, 0.33, 0.17, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.16, 0, -1, -1, -1, 0, -1, 0.25, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, 0, -1, 0, 0, -1, 1, 0, 0, 1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, 0.33, 0, -1, 0, -1, -1, 1, -1, -1, -1, 0, 0, -1 ]
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VUILD91MF_aaaabbin-1
T3
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validation
aaaaabpg-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaaabpg-1
[ "FN1", "VIM", "EPAS1", "ICAM1", "VEGFA", "RNASE1", "LUM", "PDIA3", "SFTPC", "RTKN2", "ITGB1", "COL3A1", "POSTN", "MGST1", "SOD2", "CD44", "PTGDS", "KRT8", "ATF4", "CTNNB1", "HLA-DRA", "XBP1", "CEACAM6", "SPARCL1", "HSPA5", "SLC25A4", "GNG11", "NAPSA", "CST3", "LYZ", "PKM", "DCN", "EPCAM", "DMBT1", "CEACAM5", "RHOA", "CD68", "PECAM1", "ACTA2", "KRT18", "YAP1", "ATF3", "BCL2L1", "GSR", "COL1A2", "UBE2J1", "COL4A3", "ITGAV", "NFKB1", "UGDH", "WNT2", "MRC1", "KDR", "NUTF2", "DNAJB9", "AKR1C1", "EHMT1", "PPARG", "WWTR1", "AGR3", "AGER", "NKX2-1", "ITGA3", "CCN2", "STAT6", "SMAD4", "TGFB1", "LMAN1", "HIF1A", "HMGA1" ]
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0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ] ]
AT1
VUILD102LF
[ 1, 0.9, 0.8, 0.7000000000000001, 0.6, 0.5, 0.5, 0.4, 0.4, 0.4, 0.4, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]
[ -1, -1, 0.5, 0, 1, -1, -1, 0, -1, -1, -1, -1, -1, 0, 0.33, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, 1, -1, -1, -1, -1, -1, -1, -1, -1, 0, 0, 1, -1, -1, -1, -1, 0.5, -1, -1, 0.33, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, 0, 0, -1, -1, 1, -1, -1, -1, 0.22, 0.5, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, 0.5, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, 0.33, 0, -1, 0.5, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, 1, -1, 0.25, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, 0.5, -1, -1, 0.33, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, 0, -1, 0.5, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, 0, 0, -1, -1, 0, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, 0.5, -1, -1, 0.5, -1, -1, -1, 0, -1, -1, -1, 0.67, 1, -1, 0, -1, -1, -1, -1, 0, 0.6, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, 0, -1, -1, 0, -1, -1, -1, 0.33, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, 1, -1, 0.17, 0.55, -1, -1, 0, -1, -1, -1, -1, 0, 0.33, 0, -1 ]
[ 0, 0, 2, 1, 1, 0, 0, 1, 0, 0, 0, 0, 0, 2, 3, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 3, 0, 0, 0, 0, 0, 0, 0, 0, 1, 3, 1, 0, 0, 0, 0, 2, 0, 0, 3, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 2, 1, 0, 0, 1, 0, 0, 0, 9, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 12, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 3, 1, 0, 2, 0, 7, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 4, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 5, 0, 2, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 2, 1, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 4, 0, 0, 2, 0, 0, 0, 2, 0, 0, 0, 3, 1, 0, 3, 0, 0, 0, 0, 2, 5, 0, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4, 0, 0, 0, 2, 0, 0, 1, 0, 0, 0, 3, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 6, 11, 0, 0, 1, 0, 0, 0, 0, 1, 3, 2, 0 ]
VUILD102LF_aaaaabpg-1
T3
[ [ 0, 0, 66.66666412353516, 133.3333282470703, 0, 0, 0, 0, 0, 0, 0, 0, 0, 66.66666412353516, 233.3333282470703, 33.33333206176758, 66.66666412353516, 0, 33.33333206176758, 33.33333206176758, 0, 0, 0, 66.66666412353516, 0, 0, 100, 0, 0, 0, 0, 0, 0, 33.33333206176758, 0, 0, 0, 66.66666412353516, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 33.33333206176758, 66.66666412353516, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 66.66666412353516, 133.3333282470703, 33.33333206176758, 0, 0, 0, 0, 0, 0, 33.33333206176758, 66.66666412353516, 0, 300, 0, 0, 33.33333206176758, 0, 33.33333206176758, 0, 0, 100, 0, 0, 0, 0, 0, 0, 33.33333206176758, 0, 0, 0, 0, 0, 100, 66.66666412353516, 100, 0, 0, 0, 0, 100, 400, 0, 33.33333206176758, 0, 0, 0, 66.66666412353516, 0, 0, 0, 0, 0, 0, 0, 0, 33.33333206176758, 33.33333206176758, 0, 0, 133.3333282470703, 0, 0, 0, 0, 0, 33.33333206176758, 0, 0, 0, 33.33333206176758, 33.33333206176758, 0, 0, 0, 0, 0, 0, 66.66666412353516, 0, 0, 100, 33.33333206176758, 0, 0, 133.3333282470703, 0, 0, 33.33333206176758, 0, 733.3333129882812, 100, 0, 0, 33.33333206176758, 0, 0, 0, 0, 0, 0, 33.33333206176758, 0, 0, 0, 0, 0, 0, 133.3333282470703, 0, 0, 0, 0, 233.3333282470703, 33.33333206176758, 0, 0, 33.33333206176758, 0, 0, 0, 0, 0, 0, 0, 899.9999389648438, 0, 0, 633.3333129882812, 0, 0, 0, 0, 33.33333206176758, 0, 0, 0, 0, 0, 0, 0, 0, 100, 0, 233.3333282470703, 0, 0, 0, 0, 0, 0, 33.33333206176758, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 33.33333206176758, 0, 66.66666412353516, 0, 0, 0, 66.66666412353516, 0, 33.33333206176758, 66.66666412353516, 0, 0, 0, 0, 0, 33.33333206176758, 0, 200, 166.66665649414062, 33.33333206176758, 0, 0, 0, 100, 66.66666412353516, 33.33333206176758, 0, 0, 0, 0, 66.66666412353516, 133.3333282470703, 0, 0, 0, 0, 33.33333206176758, 366.6666564941406, 0, 300, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 33.33333206176758, 0, 0, 66.66666412353516, 133.3333282470703, 33.33333206176758, 0, 0, 33.33333206176758, 0, 33.33333206176758, 0, 0, 33.33333206176758, 0, 100, 0, 33.33333206176758, 33.33333206176758, 33.33333206176758, 33.33333206176758, 133.3333282470703, 0, 0, 66.66666412353516, 0, 0, 66.66666412353516, 0, 0, 0, 0, 33.33333206176758, 66.66666412353516, 0, 0, 0, 0, 33.33333206176758, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 33.33333206176758, 0, 200, 166.66665649414062, 0, 0, 0, 0, 0, 33.33333206176758, 0, 0, 100, 0, 0 ] ]
validation
aaaabjfm-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaabjfm-1
[ "KRT18", "ICAM1", "KRT8", "EPCAM", "RNASE1", "RTKN2", "COL4A3", "ITGB1", "LYZ", "ATF4", "VEGFA", "PDIA3", "VIM", "PDIA4", "SFTPC", "FN1", "PTGDS", "ITGA3", "CEACAM6", "SPCS3", "HLA-DRA", "AGER", "BMPR2", "HIF1A", "IDH1", "CTNNB1", "SOD2", "LUM", "PIM2", "DNAJB9", "XBP1", "EGFR", "EPAS1", "CD44", "SPRY2", "NAPSA", "SFTA2", "COL1A2", "CEACAM5", "STAT6", "TGFB3", "HERPUD1", "CCN2", "ACTA2", "DUOX1", "NKX2-1", "ATG7", "ATF3", "PRDX4", "NUTF2", "PKM", "BCL2L1", "FAS", "GPR183", "COL1A1", "FGF7", "PDIA6", "FGF2", "CRELD2", "PLIN2", "CST3", "HSPA5", "GSR", "MYC", "NUCB2", "HIST1H1C", "ERLEC1", "DCTPP1", "SFTPD", "RHOA", "SELENOS", "SLC7A11", "GKN2", "SLC25A4", "AXIN2", "ATF6", "MGST1", "IL32", "UGDH", "ITGB6", "CD4", "SPCS2", "TOP1", "AXL", "SPARCL1", "SOX4", "LGALS1", "WNT7B", "KDR", "SNAI2", "CCL2", "IFIT3", "PDGFRA", "CENPF", "SOX9", "TGFB2" ]
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AT1
VUILD91LF
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VUILD91LF_aaaabjfm-1
T3
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validation
aaaaihnj-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaaihnj-1
[ "ICAM1", "PTGDS", "KRT8", "FN1", "KRT18", "CTNNB1", "ITGB1", "ITGA3", "RNASE1", "STAT1", "FCN3", "VIM", "NFKB1", "BCL2L1", "COL4A3", "PGC", "RTKN2", "TOP1", "EPAS1", "SFTPD", "NAPSA", "SOD2", "COL1A2", "HLA-DRA", "SCGB3A2", "LUM", "CEACAM6", "YAP1", "AKR1C1", "SFTPC", "SPARCL1", "SEC11C", "SELENOS", "CST3", "COL3A1", "SCGB1A1", "IL7R", "DMBT1", "ITGB6", "IRF1", "IFIT3", "IFIT1", "HYOU1", "HSPA5", "RHOA", "HLA-DQB1", "HIST1H1C", "MS4A7", "PDIA3", "PECAM1", "EPCAM", "PKM", "HLA-DQA1", "PCNA", "DCN", "VEGFA", "UGDH", "ATF4", "ATF3", "STAT6", "CD274", "BANK1", "AGR3", "ATG7", "XBP1" ]
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AT1
VUILD96LF
[ 1, 0.775, 0.775, 0.775, 0.55, 0.55, 0.55, 0.55, 0.55, 0.55, 0.55, 0.55, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]
[ -1, -1, -1, -1, 0, -1, -1, 0.5, -1, -1, -1, -1, -1, 0, 0, -1, 1, -1, -1, -1, 1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, 0.5, 0, 1, -1, -1, -1, -1, 0, -1, -1, 0.33, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, 0.5, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, 0.25, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, 1, 0, 0, -1, -1, 0, 0, 0.56, -1, 0, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, 1, -1, -1, 0, -1, -1, -1, -1, 0.33, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.33, -1, -1, 0.75, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, 0.5, 0.5, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, 1, -1, -1, 0, 1, -1, -1, 0, -1, -1, -1, -1, -1, -1, 0.25, -1, -1, -1, -1, 0, 0, -1, 0.5, -1, -1, -1, -1, -1, -1, -1, 0, 0.5, 1, 0, -1, -1, -1, 0.5, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, 0.5, -1, -1, -1, -1, -1, -1, 0.33, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, 1, 0, -1, -1, -1, -1, -1, -1, -1, -1, 1, 1, -1 ]
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VUILD96LF_aaaaihnj-1
T3
[ [ 0, 0, 89.28571319580078, 44.64285659790039, 89.28571319580078, 0, 0, 133.92857360839844, 89.28571319580078, 0, 0, 0, 0, 0, 267.8571472167969, 0, 0, 0, 0, 44.64285659790039, 0, 0, 0, 0, 0, 0, 44.64285659790039, 0, 0, 0, 44.64285659790039, 0, 44.64285659790039, 0, 0, 0, 0, 669.642822265625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 44.64285659790039, 89.28571319580078, 0, 0, 0, 0, 0, 0, 0, 133.92857360839844, 89.28571319580078, 223.2142791748047, 178.57142639160156, 0, 0, 0, 0, 44.64285659790039, 0, 0, 44.64285659790039, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 133.92857360839844, 0, 44.64285659790039, 89.28571319580078, 0, 0, 0, 89.28571319580078, 267.8571472167969, 0, 44.64285659790039, 0, 89.28571319580078, 0, 44.64285659790039, 0, 0, 0, 0, 0, 44.64285659790039, 0, 0, 0, 0, 0, 0, 446.4285583496094, 0, 0, 0, 0, 0, 44.64285659790039, 0, 44.64285659790039, 0, 0, 0, 0, 0, 0, 0, 0, 0, 312.5, 0, 0, 89.28571319580078, 44.64285659790039, 0, 0, 89.28571319580078, 0, 0, 44.64285659790039, 44.64285659790039, 357.1428527832031, 0, 0, 0, 44.64285659790039, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 133.92857360839844, 0, 0, 44.64285659790039, 0, 89.28571319580078, 44.64285659790039, 0, 0, 0, 44.64285659790039, 0, 0, 0, 0, 0, 0, 44.64285659790039, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 89.28571319580078, 0, 0, 0, 0, 133.92857360839844, 0, 133.92857360839844, 0, 0, 0, 0, 0, 0, 133.92857360839844, 0, 0, 0, 0, 0, 0, 0, 0, 44.64285659790039, 0, 0, 0, 44.64285659790039, 44.64285659790039, 0, 0, 178.57142639160156, 0, 0, 133.92857360839844, 0, 0, 0, 0, 0, 0, 44.64285659790039, 89.28571319580078, 0, 44.64285659790039, 357.1428527832031, 44.64285659790039, 0, 0, 133.92857360839844, 0, 0, 0, 0, 0, 0, 0, 0, 0, 44.64285659790039, 0, 89.28571319580078, 89.28571319580078, 0, 580.3571166992188, 0, 0, 44.64285659790039, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 223.2142791748047, 44.64285659790039, 89.28571319580078, 0, 0, 44.64285659790039, 0, 0, 89.28571319580078, 0, 0, 0, 0, 0, 0, 0, 312.5, 44.64285659790039, 0, 0, 0, 44.64285659790039, 0, 0, 44.64285659790039, 44.64285659790039, 0, 0, 0, 44.64285659790039, 44.64285659790039, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 178.57142639160156, 0, 0, 0, 0, 223.2142791748047, 669.642822265625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 44.64285659790039, 89.28571319580078 ] ]
validation
aaaadoec-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaadoec-1
[ "CCN2", "VIM", "RTKN2", "FN1", "PECAM1", "ICAM1", "SPARCL1", "HERPUD1", "EPCAM", "ATF4", "VEGFA", "SFTA2", "COL3A1", "COL4A3", "NKX2-1", "UBE2J1", "COL1A1", "ITGA3", "MGST1", "LUM", "LYZ", "DNAJB9", "NUTF2", "AKR1C1", "PKM", "RNASE1", "RHOA", "SFTPD", "HIF1A", "CEACAM6", "EHMT1", "SMAD4", "EPAS1", "FABP4", "COL1A2", "ZEB1", "HLA-DRA", "PDIA3", "ACTA2", "LMAN1", "ITGB1", "AGR3", "AKR1C2", "SFTPC", "ITGAV", "MUC5AC", "ITGB6", "AXL", "NAPSA", "CST3", "NFKB1", "CTNNB1", "S100A7", "KIT", "BMPR2", "KRT18", "RAMP2", "GKN2", "EGFR", "ERLEC1", "AGER", "FAS", "PDGFRB", "PGC", "FCN1", "GNG11", "CEACAM5", "YAP1", "HYOU1", "SPRY2", "IFIT3", "HIST1H1C", "STAT6", "SPCS2", "CA4", "TBXA2R", "HSPA5", "CCL18", "TGFB2", "SLC25A4", "PDIA6", "TGFB3" ]
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AT1
VUHD116B
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VUHD116B_aaaadoec-1
T4
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validation
aaaabbpc-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaabbpc-1
[ "CEACAM6", "VEGFA", "CD44", "RNASE1", "FN1", "DUOX1", "NAPSA", "PGC", "HIST1H1C", "DMBT1", "RTKN2", "RHOA", "VIM", "XBP1", "CEACAM5", "SFTPD", "PTGDS", "KRT8", "LAMP3", "BCL2L1", "SFTPC", "LUM", "WWTR1", "CFTR", "HLA-DRA", "SPCS3", "HEY1", "HERPUD1", "EPAS1", "PKM", "MGST1", "EGFR", "CTNNB1", "SFTA2", "CST3", "NKX2-1", "MSLN", "S100A9", "CD14", "KDR", "EPCAM", "ATF4", "AGER", "ICAM1", "IDH1", "TGFB2", "BMPR2", "ITGB1", "ITGA3", "TOP1", "AKR1C1", "TPSAB1", "LMAN1" ]
[ 8, 7, 3, 6, 117, 602, 100, 469, 225, 180, 394, 433, 260, 177, 473, 468, 603, 619, 116, 507, 454, 328, 332, 58, 506, 353, 618, 120, 263, 532, 257, 254, 193, 438, 369, 182, 151, 504, 147, 404, 384, 481, 80, 312, 194, 46, 21, 275, 276, 557, 61, 306, 301, 580, 26, 584, 346 ]
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AT1
THD0011
[ 1, 1, 1, 0.775, 0.775, 0.775, 0.775, 0.775, 0.775, 0.55, 0.55, 0.55, 0.55, 0.55, 0.55, 0.55, 0.55, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]
[ -1, -1, -1, 1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.6, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.67, 0.6, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, 0.75, 1, -1, -1, -1, -1, 0, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.25, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, 0, -1, 0.5, -1, -1, 1, -1, -1, -1, -1, 1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, 1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.5, -1, 0, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, 0.5, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, 0.5, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.25, -1, -1, 0, -1, -1, -1, -1, -1, -1, 0.33, -1, -1, -1, -1, 0.67, 0.5, -1, 0.67, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, 0, 0, 0.33, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, 1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, 0.6, 0, -1, -1, -1, -1, -1, -1, -1, 0.5, 0.67, -1, -1 ]
[ 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 5, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 5, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 4, 1, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 4, 0, 0, 1, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 2, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 4, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4, 0, 0, 1, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 3, 4, 0, 3, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 2, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 5, 3, 0, 0, 0, 0, 0, 0, 0, 2, 3, 0, 0 ]
THD0011_aaaabbpc-1
T11
[ [ 59.88024139404297, 0, 0, 119.76048278808594, 0, 0, 0, 59.88024139404297, 59.88024139404297, 59.88024139404297, 0, 0, 0, 0, 59.88024139404297, 59.88024139404297, 0, 59.88024139404297, 0, 59.88024139404297, 0, 0, 0, 0, 0, 59.88024139404297, 59.88024139404297, 0, 59.88024139404297, 0, 0, 59.88024139404297, 0, 0, 0, 0, 0, 59.88024139404297, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 419.16168212890625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 59.88024139404297, 119.76048278808594, 0, 0, 0, 0, 0, 0, 0, 179.64071655273438, 59.88024139404297, 119.76048278808594, 0, 0, 0, 0, 0, 59.88024139404297, 0, 0, 179.64071655273438, 0, 0, 0, 0, 0, 119.76048278808594, 0, 0, 0, 0, 0, 0, 59.88024139404297, 239.52096557617188, 59.88024139404297, 119.76048278808594, 0, 0, 0, 299.4012145996094, 59.88024139404297, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 59.88024139404297, 0, 0, 0, 0, 0, 119.76048278808594, 0, 0, 0, 0, 0, 59.88024139404297, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 59.88024139404297, 0, 0, 59.88024139404297, 359.28143310546875, 0, 0, 0, 0, 59.88024139404297, 119.76048278808594, 0, 239.52096557617188, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 59.88024139404297, 0, 0, 0, 0, 359.28143310546875, 119.76048278808594, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 119.76048278808594, 0, 0, 119.76048278808594, 0, 59.88024139404297, 0, 59.88024139404297, 0, 0, 0, 0, 59.88024139404297, 59.88024139404297, 0, 0, 0, 119.76048278808594, 0, 59.88024139404297, 0, 0, 0, 0, 119.76048278808594, 0, 359.28143310546875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 59.88024139404297, 59.88024139404297, 179.64071655273438, 0, 0, 0, 359.28143310546875, 0, 59.88024139404297, 0, 0, 0, 0, 59.88024139404297, 0, 0, 0, 0, 59.88024139404297, 59.88024139404297, 0, 0, 0, 0, 59.88024139404297, 0, 0, 0, 0, 0, 0, 119.76048278808594, 0, 0, 0, 0, 239.52096557617188, 119.76048278808594, 0, 59.88024139404297, 0, 0, 0, 59.88024139404297, 0, 0, 0, 0, 0, 59.88024139404297, 0, 0, 0, 179.64071655273438, 179.64071655273438, 0, 0, 0, 59.88024139404297, 0, 0, 59.88024139404297, 0, 0, 0, 239.52096557617188, 0, 0, 0, 119.76048278808594, 0, 0, 0, 0, 179.64071655273438, 0, 0, 0, 0, 0, 0, 0, 59.88024139404297, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 59.88024139404297, 0, 179.64071655273438, 658.6826782226562, 0, 59.88024139404297, 0, 0, 0, 0, 0, 299.4012145996094, 0, 119.76048278808594, 59.88024139404297 ] ]
validation
aaaacloi-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaacloi-1
[ "VIM", "CD44", "MGST1", "NKX2-1", "ITGB1", "HIST1H1C", "WWTR1", "EPAS1", "DUOX1", "RHOA", "ICAM1", "SOD2", "NAPSA", "COL1A1", "SFTA2", "SFTPC", "SPRY2", "VEGFA", "CTNNB1", "FN1", "HSPA5", "EHMT1", "YAP1", "DCN", "ITGB6", "KRT18", "KRT8", "COL3A1", "MEG3", "LUM", "CEACAM6", "RNASE1", "AGER", "PTGDS", "SPARCL1", "MYDGF", "FCN3", "EPCAM", "SLC25A4", "SMAD4", "EGFR", "TGFB2", "DNAJB9", "UGDH", "CST3", "WFDC2", "COL1A2", "SEC11C", "GKN2", "HIF1A", "MYC", "LYZ", "NUCB2", "LPAR1", "LMAN1", "LEF1", "LAMP3", "HERPUD1", "PCNA", "PDIA6", "PKM", "ITGA3", "RTKN2", "HMOX1", "S100A8", "PDIA4", "ABCC2", "ZEB1", "CEACAM5", "BMP4", "BMPR2", "AKR1C1", "ANKRD28", "C1QC", "ATF4", "CALCA", "AKR1C2", "CCN2", "ATF6", "ATP2A3", "AXL" ]
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0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ] ]
AT1
VUHD095
[ 1, 0.8714285714285716, 0.7428571428571429, 0.7428571428571429, 0.7428571428571429, 0.7428571428571429, 0.6142857142857143, 0.6142857142857143, 0.48571428571428577, 0.48571428571428577, 0.48571428571428577, 0.48571428571428577, 0.3571428571428572, 0.3571428571428572, 0.3571428571428572, 0.3571428571428572, 0.3571428571428572, 0.3571428571428572, 0.3571428571428572, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]
[ 1, -1, -1, 0.5, -1, -1, -1, 1, 1, 0, -1, -1, -1, -1, 1, 0, -1, 0, -1, 1, -1, -1, -1, -1, -1, 0, 1, -1, 0, -1, -1, 0, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.29, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, 1, -1, -1, -1, -1, -1, -1, -1, 0.33, 0, 0, -1, -1, -1, -1, -1, 0, -1, -1, 0, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, 0, 0.5, 1, 0, -1, -1, -1, 0.2, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, 0, 0.17, -1, -1, -1, -1, 0, 0.5, -1, 0.25, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, 0.5, 0.5, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, 0.5, -1, 1, -1, 0, -1, -1, -1, -1, 1, 0, -1, -1, -1, 0, -1, 0, -1, -1, -1, -1, 0.5, -1, 0.67, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, 0, 0.67, -1, -1, -1, 0.5, -1, 1, -1, -1, -1, -1, 0, -1, -1, -1, -1, 0, 0, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, 0.25, 0, -1, 0, -1, -1, -1, 0, -1, -1, -1, -1, -1, 0, -1, -1, -1, 0, 0.33, -1, -1, -1, 0, -1, -1, 1, -1, -1, -1, 0, -1, -1, -1, 0, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, 1, 0.09, -1, 0, -1, -1, -1, -1, -1, 0, -1, 0, 0 ]
[ 1, 0, 0, 2, 0, 0, 0, 1, 1, 1, 0, 0, 0, 0, 1, 1, 0, 1, 0, 1, 0, 0, 0, 0, 0, 1, 1, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 7, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 2, 0, 0, 0, 0, 0, 0, 0, 3, 1, 2, 0, 0, 0, 0, 0, 1, 0, 0, 3, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 1, 4, 1, 2, 0, 0, 0, 5, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 6, 0, 0, 0, 0, 1, 2, 0, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 6, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 2, 0, 1, 0, 1, 0, 0, 0, 0, 1, 1, 0, 0, 0, 2, 0, 1, 0, 0, 0, 0, 2, 0, 6, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 3, 0, 0, 0, 6, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 4, 2, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 3, 3, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 4, 0, 0, 0, 2, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 3, 11, 0, 1, 0, 0, 0, 0, 0, 5, 0, 2, 1 ]
VUHD095_aaaacloi-1
T3
[ [ 0, 0, 62.5, 62.5, 62.5, 0, 0, 0, 0, 0, 0, 0, 0, 62.5, 562.5, 62.5, 62.5, 0, 0, 0, 62.5, 0, 0, 62.5, 0, 0, 125, 0, 0, 0, 0, 0, 0, 62.5, 0, 0, 0, 625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 62.5, 0, 0, 0, 0, 0, 0, 0, 0, 0, 62.5, 250, 0, 0, 0, 0, 0, 0, 0, 0, 125, 0, 62.5, 0, 0, 0, 0, 62.5, 0, 0, 62.5, 0, 0, 62.5, 0, 0, 62.5, 0, 0, 0, 0, 0, 0, 0, 0, 62.5, 0, 0, 0, 0, 562.5, 125, 0, 62.5, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 125, 0, 0, 0, 0, 0, 125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 62.5, 0, 62.5, 0, 0, 0, 0, 0, 125, 0, 0, 0, 0, 187.5, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 125, 0, 0, 62.5, 0, 187.5, 0, 0, 0, 62.5, 0, 0, 0, 0, 0, 0, 0, 312.5, 0, 0, 187.5, 0, 0, 0, 0, 62.5, 0, 0, 0, 62.5, 0, 0, 0, 0, 62.5, 0, 0, 0, 0, 0, 0, 0, 0, 62.5, 0, 0, 0, 0, 0, 0, 0, 187.5, 0, 0, 0, 0, 0, 0, 0, 0, 62.5, 62.5, 62.5, 62.5, 0, 0, 0, 0, 0, 0, 0, 250, 0, 62.5, 62.5, 0, 0, 0, 62.5, 0, 0, 0, 0, 0, 0, 187.5, 0, 0, 0, 0, 187.5, 187.5, 0, 312.5, 0, 0, 0, 0, 0, 0, 0, 0, 625, 125, 0, 0, 0, 62.5, 312.5, 0, 0, 0, 62.5, 0, 0, 0, 0, 0, 0, 0, 0, 62.5, 0, 0, 125, 0, 0, 0, 0, 62.5, 62.5, 0, 0, 0, 0, 125, 62.5, 62.5, 0, 0, 0, 0, 62.5, 0, 0, 0, 0, 0, 0, 0, 125, 0, 0, 0, 0, 125, 500, 0, 0, 0, 0, 0, 0, 0, 0, 125, 187.5, 0 ] ]
validation
aaaaaemd-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaaaemd-1
[ "CCN2", "SCGB3A2", "EPAS1", "ATF4", "VIM", "RTKN2", "SFTPC", "KRT18", "CEACAM6", "PDIA3", "MSLN", "YAP1", "RNASE1", "RHOA", "ICAM1", "ITGB1", "KRT8", "PTGDS", "FN1", "HLA-DRA", "TGFB1", "XBP1", "EPCAM", "COL1A2", "BMPR2", "SEC11C", "ITGA3", "VEGFA", "SPCS2", "GKN2", "UBE2J1", "CST3", "CD68", "PDIA6", "MGST1", "CXCL9", "HES1", "NUCB2", "CEACAM5", "NOX4", "SLC25A4", "HAVCR2", "CTNNB1", "ERLEC1", "SFTA2", "DCN", "NKX2-1", "COL4A3", "NUTF2", "EGFR", "PKM", "SOX4", "PECAM1", "BCL2L1", "BANK1", "ITGAV", "CCL2", "ATG7", "LMAN1", "ATF6", "TOP1", "ATF3", "TGFB3", "TGFB2", "LUM", "LGALS1", "AGR3", "KDR", "SSR3", "ACTA2", "AGER", "STAT1" ]
[ 9, 7, 3, 6, 76, 489, 193, 46, 603, 473, 506, 324, 117, 426, 384, 620, 469, 468, 275, 306, 328, 454, 225, 263, 556, 619, 194, 135, 61, 490, 301, 602, 531, 234, 594, 147, 102, 428, 369, 162, 255, 408, 116, 405, 515, 253, 151, 197, 504, 169, 404, 137, 409, 182, 438, 528, 431, 58, 54, 304, 72, 48, 346, 47, 580, 45, 558, 557, 353, 336, 22, 312, 541, 14, 21, 542 ]
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AT1
VUILD91LF
[ 1, 1, 0.8714285714285716, 0.8714285714285716, 0.7428571428571429, 0.6142857142857143, 0.6142857142857143, 0.6142857142857143, 0.48571428571428577, 0.48571428571428577, 0.3571428571428572, 0.3571428571428572, 0.3571428571428572, 0.3571428571428572, 0.3571428571428572, 0.3571428571428572, 0.3571428571428572, 0.3571428571428572, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]
[ -1, -1, 0, 0, 1, -1, -1, -1, -1, -1, -1, -1, -1, 1, 0.33, 1, 0, -1, -1, -1, 1, -1, -1, 0, -1, -1, 0, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, 0.4, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, 0.5, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, 1, -1, -1, -1, -1, 1, -1, -1, 1, -1, -1, 1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, 0.11, 0.5, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, 0.5, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, 0, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, 0.33, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.5, -1, -1, 0, -1, 0, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, 0.6, -1, -1, 0.33, -1, -1, -1, -1, 0, -1, -1, -1, 0, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, 0, 0, 0, 1, -1, -1, -1, -1, -1, -1, -1, 0.25, -1, 0, 0, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, 0.33, -1, -1, -1, -1, 0.33, 0.67, -1, 0.2, -1, -1, -1, -1, -1, -1, -1, -1, 0.2, 0.5, -1, -1, -1, 0, 0.2, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, 0, -1, -1, -1, -1, 0, 0, -1, -1, -1, -1, 0.5, 0, 0, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, 0.5, 0.25, -1, -1, -1, -1, -1, -1, -1, -1, 0, 0.33, -1 ]
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VUILD91LF_aaaaaemd-1
T4
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validation
aaaahlkk-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaahlkk-1
[ "EPAS1", "RNASE1", "HLA-DRA", "ICAM1", "SFTPC", "EPCAM", "KRT18", "STAT1", "VIM", "FN1", "RTKN2", "HSPA5", "HYOU1", "ITGB1", "PECAM1", "NKX2-1", "IFIT1", "ATF4", "SELENOS", "CCN2", "CST3", "GKN2", "YAP1", "DCN", "BMPR2", "CD44", "PDIA3", "PRDX4", "XBP1", "FCN3", "RHOA", "PCNA", "PGC", "ERLEC1", "HLA-DQA1", "CEACAM6", "CLDN5", "MYDGF", "COL4A3", "GNG11", "AGER", "FCGR3A", "NKG7", "CTNNB1", "SOX4", "NUCB2", "NUTF2", "PTGDS", "AGR3", "CPA3", "ATF3", "CD68", "BCL2L1", "LUM", "SPCS3", "CD34", "WFDC2", "VEGFA", "ITGA3", "UGDH", "IRF1", "IFIT3", "STAT6", "TPSAB1", "APLNR", "UBE2J1", "CD14" ]
[ 9, 7, 3, 6, 193, 469, 263, 275, 506, 194, 324, 542, 603, 225, 473, 272, 273, 306, 431, 404, 278, 46, 494, 76, 147, 234, 620, 169, 61, 100, 426, 450, 619, 217, 468, 420, 433, 197, 261, 117, 126, 390, 137, 238, 21, 214, 403, 151, 528, 408, 409, 454, 22, 142, 45, 102, 58, 353, 532, 92, 610, 602, 301, 597, 296, 280, 544, 584, 35, 594, 80 ]
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AT1
VUILD110
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VUILD110_aaaahlkk-1
T3
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validation
aaaabmpd-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaabmpd-1
[ "ATF4", "AGER", "ICAM1", "CEACAM6", "ACTA2", "KRT18", "CEACAM5", "STAT1", "EPAS1", "RTKN2", "YAP1", "CCN2", "ITGA3", "BMPR2", "OAS2", "NKX2-1", "BCL2L1", "TOP1", "ITGB1", "OAS3", "SPCS3", "GZMB", "IFIT3", "EPCAM", "KRT8", "COL1A2", "CTNNB1", "HYOU1", "HSPA5", "MANF", "CD274", "SOX4", "MGST1", "CD44", "FAS", "RHOA", "MEG3", "RNASE1", "HIF1A", "CST3", "GCLM", "GSR", "GDF15", "SELENOS", "CD3G", "RAMP2", "TGFB1", "STAT6", "ERLEC1", "WWTR1", "KDR", "ITM2C", "VIM", "ATF3", "VEGFA", "IFIT1", "ISG20", "IRF1", "PKM", "SCGB1A1", "LMAN1", "IFIT2", "FCN3", "LYZ", "IL32", "BPIFA1", "NUTF2" ]
[ 9, 7, 3, 6, 46, 21, 275, 117, 14, 324, 116, 542, 193, 473, 620, 76, 301, 61, 410, 404, 58, 580, 306, 411, 532, 249, 280, 194, 328, 135, 151, 273, 272, 360, 89, 528, 369, 100, 206, 468, 366, 469, 258, 147, 231, 247, 232, 494, 96, 459, 556, 544, 197, 618, 312, 309, 603, 45, 602, 278, 300, 296, 438, 488, 346, 279, 217, 357, 291, 63, 409 ]
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AT1
VUILD110
[ 1, 1, 1, 0.82, 0.64, 0.64, 0.45999999999999996, 0.45999999999999996, 0.45999999999999996, 0.45999999999999996, 0.45999999999999996, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]
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VUILD110_aaaabmpd-1
T3
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validation
aaaaakle-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaaakle-1
[ "RHOA", "RTKN2", "SFTPD", "VIM", "LYZ", "DCN", "CCN2", "EPAS1", "COL1A2", "RNASE1", "HIST1H1C", "ICAM1", "CEACAM6", "PTGDS", "NUCB2", "SPARCL1", "HLA-DQA1", "IL32", "EPCAM", "EGFR", "ITGA3", "PLIN2", "CST3", "SEC11C", "GCLM", "SAA2", "SPRY2", "SFTA2", "FN1", "SPCS2", "SLC25A4", "SMAD4", "MGST1", "FGF2", "SOD2", "HERPUD1", "PDGFRB", "TGFB1", "LAMP3", "CTNNB1", "HSPA5", "ITGB1", "LPAR1", "LMAN1", "PDIA4", "AGER", "ERLEC1", "ITGAV", "AKR1C1", "AKR1C2", "UBE2J1", "PKM", "VEGFA" ]
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AT1
VUHD069
[ 1, 0.8714285714285716, 0.7428571428571429, 0.6142857142857143, 0.48571428571428577, 0.48571428571428577, 0.48571428571428577, 0.3571428571428572, 0.3571428571428572, 0.3571428571428572, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]
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VUHD069_aaaaakle-1
T4
[ [ 0, 0, 46.296295166015625, 92.59259033203125, 46.296295166015625, 0, 0, 185.1851806640625, 46.296295166015625, 92.59259033203125, 0, 0, 0, 46.296295166015625, 46.296295166015625, 46.296295166015625, 0, 0, 0, 0, 46.296295166015625, 0, 0, 46.296295166015625, 0, 0, 92.59259033203125, 0, 0, 0, 46.296295166015625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 46.296295166015625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 46.296295166015625, 0, 0, 46.296295166015625, 0, 138.88888549804688, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 46.296295166015625, 324.0740661621094, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 92.59259033203125, 0, 0, 138.88888549804688, 0, 0, 46.296295166015625, 0, 0, 92.59259033203125, 0, 0, 0, 0, 0, 0, 0, 185.1851806640625, 138.88888549804688, 46.296295166015625, 0, 0, 0, 324.0740661621094, 92.59259033203125, 0, 0, 0, 0, 0, 92.59259033203125, 0, 0, 46.296295166015625, 0, 92.59259033203125, 0, 0, 0, 0, 0, 0, 0, 138.88888549804688, 0, 0, 0, 0, 0, 92.59259033203125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 138.88888549804688, 0, 46.296295166015625, 0, 277.77777099609375, 46.296295166015625, 46.296295166015625, 0, 0, 0, 92.59259033203125, 0, 231.48147583007812, 0, 0, 0, 46.296295166015625, 0, 0, 0, 0, 0, 0, 46.296295166015625, 0, 0, 0, 46.296295166015625, 0, 0, 277.77777099609375, 0, 0, 0, 0, 92.59259033203125, 0, 0, 0, 46.296295166015625, 0, 0, 0, 0, 0, 0, 0, 231.48147583007812, 0, 0, 185.1851806640625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 46.296295166015625, 0, 46.296295166015625, 0, 0, 0, 0, 0, 0, 185.1851806640625, 0, 0, 0, 0, 46.296295166015625, 0, 0, 92.59259033203125, 0, 0, 0, 0, 277.77777099609375, 0, 0, 0, 324.0740661621094, 0, 0, 92.59259033203125, 0, 0, 0, 0, 0, 0, 46.296295166015625, 46.296295166015625, 46.296295166015625, 46.296295166015625, 92.59259033203125, 0, 0, 0, 231.48147583007812, 0, 0, 0, 0, 0, 0, 46.296295166015625, 0, 0, 0, 0, 277.77777099609375, 231.48147583007812, 0, 509.2592468261719, 0, 0, 0, 46.296295166015625, 185.1851806640625, 0, 0, 0, 0, 92.59259033203125, 0, 0, 0, 138.88888549804688, 92.59259033203125, 185.1851806640625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 138.88888549804688, 0, 46.296295166015625, 0, 0, 0, 0, 46.296295166015625, 92.59259033203125, 0, 0, 0, 0, 46.296295166015625, 0, 0, 0, 0, 0, 46.296295166015625, 0, 0, 0, 0, 0, 0, 46.296295166015625, 92.59259033203125, 0, 0, 0, 46.296295166015625, 324.0740661621094, 277.77777099609375, 0, 92.59259033203125, 0, 0, 92.59259033203125, 0, 0, 46.296295166015625, 46.296295166015625, 92.59259033203125, 0 ] ]
validation
aaaabioa-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaabioa-1
[ "RTKN2", "EPAS1", "NKX2-1", "VEGFA", "CEACAM6", "ITGA3", "RHOA", "NAPSA", "VIM", "HIST1H1C", "PKM", "KRT18", "RNASE1", "ICAM1", "MGST1", "SFTPD", "KRT8", "AKR1C1", "DUOX1", "S100A9", "CTNNB1", "HERPUD1", "CD44", "EGFR", "SPARCL1", "SFTA2", "FN1", "SFTPC", "WNT5A", "DCN", "CST3", "SEC11C", "AGER", "BMPR2", "WFDC2", "MSLN", "HSPA5", "EPCAM", "NUTF2", "GKN2", "FAS", "STAT6", "YAP1", "ANKRD28", "UBE2J1", "FCGR3A", "ITGB1", "PECAM1", "TGFB2", "ACTA2", "PDGFRB", "PDIA6", "PDIA4", "HLA-DQB1", "HLA-DQA1", "ATF6", "KDR", "EHMT1", "CA4", "HEY1", "AGR3", "ATF4", "ATF3", "WWTR1", "CXCL9", "S100A8", "TTC19", "LYZ", "MRC1", "TOP1", "CEACAM5", "XBP1", "IRF1", "FCER1G", "CD34", "STAT1", "CD3G", "IL32", "BANK1", "LUM", "SPCS3", "CCR7", "BCL2L1", "AKR1C2", "PDIA3", "IFIT3", "PTGDS", "UQCRHL" ]
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AT1
VUHD095
[ 1, 0.8714285714285716, 0.8714285714285716, 0.8714285714285716, 0.8714285714285716, 0.7428571428571429, 0.7428571428571429, 0.7428571428571429, 0.7428571428571429, 0.7428571428571429, 0.6142857142857143, 0.6142857142857143, 0.6142857142857143, 0.6142857142857143, 0.48571428571428577, 0.48571428571428577, 0.48571428571428577, 0.48571428571428577, 0.48571428571428577, 0.48571428571428577, 0.3571428571428572, 0.3571428571428572, 0.3571428571428572, 0.3571428571428572, 0.3571428571428572, 0.3571428571428572, 0.3571428571428572, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]
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VUHD095_aaaabioa-1
T3
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validation
aaaaboim-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaaboim-1
[ "ICAM1", "VEGFA", "KRT8", "KRT18", "RTKN2", "ATF4", "CEACAM6", "AGER", "RHOA", "COL4A3", "EPCAM", "EPAS1", "CEACAM5", "FN1", "PDIA3", "MSLN", "FGF2", "ATF3", "SFTPD", "NUTF2", "ITGA3", "BMPR2", "CST3", "CTNNB1", "SOD2", "CD44", "SELENOS", "FCN3", "PLIN2", "PKM", "SPARCL1", "PDIA6", "GKN2", "NKX2-1", "HLA-DRA", "LUM", "ITGB1", "RNASE1", "STAT6", "IL7R", "UCHL3", "ATF6", "VIM", "ACTA2", "BCL2L1", "FCER1G", "BAX", "FAS", "ERLEC1", "EMG1", "PRDX4", "PTGDS", "EGFR", "DUOX1", "DNAJB9", "S100A9", "CTHRC1", "PIM2", "AXL", "UQCRHL", "CRELD2", "XBP1", "KRT15", "ITGAV", "IRF1", "YAP1", "IL32", "PECAM1", "MANF", "MS4A7", "HIF1A", "HERPUD1", "NAPSA", "NFKB1", "PDIA4", "HYOU1", "COL1A2", "TGFB2", "STAT1", "TOP1", "CCN2", "CDH26", "TOP2A", "SOX4", "SPCS3", "SFTA2" ]
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AT1
VUILD96LF
[ 1, 0.9249999999999999, 0.85, 0.85, 0.85, 0.7749999999999999, 0.7, 0.625, 0.5499999999999999, 0.475, 0.475, 0.475, 0.4, 0.32499999999999996, 0.32499999999999996, 0.32499999999999996, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.175, 0.175, 0.175, 0.175, 0.175, 0.175, 0.175, 0.175, 0.175, 0.175, 0.175, 0.175, 0.175, 0.175, 0.175, 0.175, 0.175, 0.175, 0.175, 0.175, 0.175, 0.175, 0.175, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]
[ -1, -1, 0, 0.62, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.33, 0.1, 1, -1, -1, -1, 1, -1, 1, -1, 0.5, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, 0.6, 0.22, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, 0.67, -1, -1, 0, -1, 0.5, 0, -1, 0.5, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, 1, 1, -1, -1, -1, 0, 0, 0.5, -1, 1, -1, -1, -1, 0, -1, -1, 1, -1, -1, -1, 0, -1, 0, -1, -1, -1, 0, -1, -1, -1, -1, -1, 0.5, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, 0, -1, -1, -1, 0.5, -1, -1, -1, 1, 0.44, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, 0, 0, -1, -1, 1, -1, -1, 1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, 0.5, -1, -1, 0.75, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, 0.75, -1, -1, -1, -1, 0, 1, -1, -1, 0.5, -1, -1, 0.33, -1, -1, -1, -1, -1, -1, -1, 0.75, 0, 0.5, 1, -1, -1, 0, 0.5, 0, -1, -1, -1, -1, 1, 1, -1, -1, -1, -1, 0.43, 0, -1, 0.67, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, 0.5, -1, -1, 1, -1, 0.33, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, 0, -1, 0.5, -1, 0, -1, -1, -1, -1, 1, 1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, 1, 1, -1, -1, -1, -1, -1, -1, -1, -1, 0.5, -1, 1, 0.46, 0, -1, -1, -1, -1, -1, -1, -1, -1, 1, 0, -1 ]
[ 0, 0, 2, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 10, 2, 0, 0, 0, 1, 0, 1, 0, 2, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 5, 9, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 6, 0, 0, 1, 0, 2, 1, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 0, 0, 0, 1, 6, 6, 0, 1, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 2, 0, 3, 0, 0, 0, 4, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 2, 0, 0, 0, 1, 18, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 2, 1, 0, 0, 3, 0, 0, 1, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 12, 0, 0, 12, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 4, 0, 0, 0, 0, 1, 1, 0, 0, 2, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 4, 1, 2, 1, 0, 0, 1, 2, 2, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 7, 2, 0, 12, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 2, 0, 0, 1, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 1, 0, 2, 0, 1, 0, 0, 0, 0, 1, 2, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 1, 13, 2, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0 ]
VUILD96LF_aaaaboim-1
T3
[ [ 0, 0, 0, 303.0303039550781, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 202.02020263671875, 0, 0, 0, 0, 101.01010131835938, 101.01010131835938, 0, 0, 101.01010131835938, 0, 0, 101.01010131835938, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 101.01010131835938, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 202.02020263671875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 101.01010131835938, 0, 0, 0, 0, 0, 0, 101.01010131835938, 0, 202.02020263671875, 0, 0, 0, 0, 202.02020263671875, 0, 0, 101.01010131835938, 0, 0, 0, 0, 0, 0, 0, 101.01010131835938, 0, 0, 0, 0, 0, 101.01010131835938, 101.01010131835938, 101.01010131835938, 0, 0, 0, 707.0706787109375, 303.0303039550781, 0, 0, 0, 0, 0, 101.01010131835938, 0, 0, 101.01010131835938, 0, 0, 0, 101.01010131835938, 0, 0, 0, 0, 0, 202.02020263671875, 0, 0, 0, 101.01010131835938, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 202.02020263671875, 0, 0, 101.01010131835938, 202.02020263671875, 0, 0, 0, 0, 0, 202.02020263671875, 0, 202.02020263671875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 101.01010131835938, 303.0303039550781, 0, 0, 0, 0, 0, 0, 0, 0, 101.01010131835938, 0, 0, 0, 0, 0, 0, 0, 202.02020263671875, 0, 0, 0, 0, 101.01010131835938, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 101.01010131835938, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 101.01010131835938, 0, 0, 0, 0, 202.02020263671875, 0, 0, 0, 202.02020263671875, 0, 101.01010131835938, 0, 0, 0, 0, 0, 0, 0, 0, 101.01010131835938, 0, 0, 101.01010131835938, 404.0404052734375, 0, 0, 101.01010131835938, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 101.01010131835938, 0, 606.0606079101562, 202.02020263671875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 101.01010131835938, 303.0303039550781, 101.01010131835938, 0, 0, 0, 0, 0, 202.02020263671875, 0, 0, 0, 0, 0, 0, 0, 0, 101.01010131835938, 0, 0, 0, 0, 0, 0, 303.0303039550781, 0, 0, 0, 0, 101.01010131835938, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 101.01010131835938, 0, 0, 0, 0, 101.01010131835938, 303.0303039550781, 0, 0, 0, 0, 0, 0, 0, 0, 101.01010131835938, 202.02020263671875, 0 ] ]
validation
aaaaabjo-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaaabjo-1
[ "EPAS1", "RTKN2", "PGC", "STAT6", "ITGA3", "EPCAM", "VIM", "SFTPC", "AGER", "NKX2-1", "NAPSA", "ICAM1", "FN1", "SMAD4", "CD44", "S100A12", "CST3", "HIST1H1C", "HSPA5", "COL4A3", "YAP1", "HERPUD1", "ATF4", "KRT18", "BANK1", "LAMP3", "VEGFA", "MSLN", "SFTA2", "CFTR", "GCLM", "COL1A2", "NUCB2", "KDR", "HIF1A", "CTNNB1", "FCN3", "DDIT3", "FCER1G", "PDIA3", "FAS", "DUOX1", "EGFR", "EHMT1", "PKM", "PECAM1", "XBP1", "RNASE1", "ISG20", "SFTPD", "CCN2", "BCL2L1", "SPCS2", "MAL", "BMPR2", "TGFB2", "AXL", "UBE2J1" ]
[ 8, 7, 3, 6, 193, 473, 433, 544, 301, 194, 603, 506, 21, 404, 394, 275, 225, 519, 100, 477, 147, 260, 272, 137, 620, 254, 46, 324, 54, 332, 602, 384, 504, 120, 231, 135, 408, 312, 258, 151, 217, 171, 211, 426, 206, 180, 182, 184, 438, 431, 619, 469, 300, 507, 76, 58, 531, 358, 61, 557, 52, 594 ]
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AT1
VUHD069
[ 1, 0.82, 0.64, 0.45999999999999996, 0.45999999999999996, 0.45999999999999996, 0.45999999999999996, 0.45999999999999996, 0.45999999999999996, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]
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VUHD069_aaaaabjo-1
T4
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validation
aaaalhbj-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaalhbj-1
[ "VIM", "RTKN2", "FN1", "CEACAM6", "EPCAM", "NAPSA", "AGER", "VEGFA", "LYZ", "RHOA", "HLA-DRA", "SPARCL1", "PKM", "ICAM1", "PDIA3", "ITGB1", "LUM", "CD44", "PECAM1", "COL4A3", "CEACAM5", "STAT1", "PDGFRA", "NKX2-1", "SEC11C", "YAP1", "AXIN2", "ATF4", "ITGA3", "ERLEC1", "PRDX4", "CTNNB1", "EPAS1", "KRT8", "KRT18", "DCN", "MSLN", "S100A8", "COL1A2", "RNASE1", "SFTPC", "WWTR1", "MGST1", "DMBT1", "PTGDS", "XBP1", "AGR3", "SOD2", "COL1A1", "COL3A1", "UBE2J1", "SSR3", "AKR1C1", "PGC", "IRF1", "NUTF2", "STAT6", "KDR", "UCHL3", "HYOU1", "DDIT3", "HIF1A", "HLA-DQA1", "FCER1G", "HSPA5", "IDH1", "ITGAX", "S100A9", "LPAR1", "LMAN1", "NUCB2", "FCN3", "DNAJB9", "EGFR", "PTPRC", "GNG11", "IL32", "PDIA4", "FGF2", "PPARG", "LAMP3", "GZMK", "FAS", "IL7R", "LAG3", "CCN2", "CA4", "TGFB2", "TGFB1", "UGDH", "SPCS3", "BANK1", "AXL", "ATF6", "SNAI2", "ATF3", "SLC25A37", "UQCRHL", "CLDN5", "SELENOS", "SFTPD", "SLC1A3" ]
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AT1
THD0008
[ 1, 0.9249999999999999, 0.85, 0.7749999999999999, 0.7, 0.7, 0.625, 0.625, 0.625, 0.5499999999999999, 0.5499999999999999, 0.475, 0.475, 0.475, 0.475, 0.475, 0.4, 0.4, 0.4, 0.32499999999999996, 0.32499999999999996, 0.32499999999999996, 0.32499999999999996, 0.32499999999999996, 0.32499999999999996, 0.32499999999999996, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.175, 0.175, 0.175, 0.175, 0.175, 0.175, 0.175, 0.175, 0.175, 0.175, 0.175, 0.175, 0.175, 0.175, 0.175, 0.175, 0.175, 0.175, 0.175, 0.175, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]
[ -1, -1, -1, 0.38, 0.5, -1, -1, 0.5, -1, -1, -1, -1, -1, 1, 0.67, 1, -1, -1, 0.67, 0, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.4, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.25, 0.36, -1, -1, -1, -1, -1, 0, -1, 0, 0, 0, 0.75, -1, -1, -1, -1, -1, -1, -1, 0.67, -1, -1, -1, -1, -1, 0.33, -1, 0, -1, -1, -1, 0, 0, -1, 0, -1, -1, -1, -1, 0.33, 0.56, -1, 0.33, -1, -1, -1, 0, -1, -1, 0, -1, -1, -1, 0, -1, 1, -1, -1, -1, 0.17, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, 0, -1, 1, -1, 0.29, -1, -1, 0, 0, 0.67, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, 0, 0.5, -1, -1, 0.33, -1, -1, -1, 0, 0.5, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, 0.67, -1, -1, 0.67, 1, 0, -1, -1, -1, -1, -1, -1, 0, 0, -1, -1, -1, 0.4, -1, 0.38, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, 0.67, -1, -1, -1, -1, 0.11, -1, -1, -1, 0.25, -1, 1, 0, -1, -1, -1, -1, -1, 0.25, -1, 0.33, 0, -1, 0.2, 0.5, -1, -1, 0.33, -1, -1, -1, -1, 0, 0.33, 0, 0, -1, -1, -1, 0.43, 0, -1, 0.46, -1, -1, -1, 0, 0, -1, -1, -1, -1, 0.25, 1, -1, -1, -1, 0, 1, 1, 1, -1, -1, -1, -1, -1, 0, -1, 1, -1, -1, -1, 0, -1, 0, -1, -1, -1, 0.5, 0.75, 1, -1, -1, -1, 0, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.5, -1, 0, 0, 1, 0.75, 0.19, -1, -1, -1, -1, -1, -1, -1, 0.5, 0.5, 0.75, -1 ]
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THD0008_aaaalhbj-1
T4
[ [ 0, 0, 303.0303039550781, 303.0303039550781, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 151.51515197753906, 0, 0, 151.51515197753906, 0, 0, 0, 151.51515197753906, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 151.51515197753906, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 151.51515197753906, 0, 0, 0, 0, 0, 0, 0, 303.0303039550781, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 151.51515197753906, 151.51515197753906, 0, 0, 0, 151.51515197753906, 0, 0, 0, 0, 0, 0, 151.51515197753906, 0, 0, 0, 0, 0, 0, 0, 0, 303.0303039550781, 0, 0, 0, 303.0303039550781, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 151.51515197753906, 151.51515197753906, 0, 151.51515197753906, 0, 0, 151.51515197753906, 0, 151.51515197753906, 0, 757.5757446289062, 0, 757.5757446289062, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 151.51515197753906, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 454.54547119140625, 0, 0, 0, 0, 151.51515197753906, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 151.51515197753906, 0, 0, 0, 0, 0, 0, 0, 151.51515197753906, 0, 0, 0, 0, 0, 0, 0, 151.51515197753906, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 151.51515197753906, 151.51515197753906, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 303.0303039550781, 303.0303039550781, 0, 606.0606079101562, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 151.51515197753906, 0, 0, 0, 0, 0, 151.51515197753906, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 151.51515197753906, 0, 0, 0, 0, 0, 757.5757446289062, 454.54547119140625, 0, 0, 0, 0, 0, 0, 0, 0, 303.0303039550781, 0, 151.51515197753906 ] ]
validation
aaaabjop-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaabjop-1
[ "IFIT3", "VEGFA", "IFIT1", "RTKN2", "KRT18", "VIM", "CTNNB1", "XBP1", "ACTA2", "AGER", "RNASE1", "FN1", "RHOA", "FGF2", "CCL2", "ZEB1", "COL4A3", "HSPA5", "CA4", "CCN2", "HLA-DRA", "HLA-DQA1", "HIST1H1C", "NAPSA", "CEACAM6", "SFTPD", "SMAD4", "FAS", "MRC1", "ICAM1", "LAMP3", "EGFR", "TTC19", "PKM", "EPAS1", "PLIN2", "EHMT1", "ITGA3", "OAS2" ]
[ 9, 7, 3, 6, 280, 602, 278, 473, 324, 603, 151, 619, 14, 21, 469, 225, 468, 220, 72, 621, 137, 272, 68, 76, 263, 261, 260, 394, 117, 507, 519, 206, 379, 275, 332, 182, 590, 438, 193, 442, 184, 301, 410 ]
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AT1
VUILD110
[ 1, 1, 1, 0.775, 0.55, 0.55, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]
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VUILD110_aaaabjop-1
T4
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validation
aaaaeloa-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaaeloa-1
[ "SCGB3A2", "SFTPC", "EPAS1", "SPARCL1", "CCN2", "VIM", "S100A12", "CD44", "RHOA", "RNASE1", "HYOU1", "SEC11C", "FN1", "ATF4", "ITGA3", "SPCS3", "KRT18", "YAP1", "LUM", "MGST1", "NAPSA", "XBP1", "NKX2-1", "ACTA2", "PKM", "PTGDS", "WWTR1", "PECAM1", "CTNNB1", "TOP1", "GCLM", "KDR", "CST3", "FCN1", "FCN3", "EPCAM", "IFIT3", "ICAM1", "CXCR4", "HLA-DRA", "HIST1H1C", "HES1", "FCGBP", "HERPUD1", "DUOX1", "IL7R", "NUCB2", "LAMP3", "WFDC2", "VEGFA", "UCHL3", "UBE2J1", "TGFB2", "STAT6", "SPCS2", "SOX4", "SMAD4", "SFTPD", "SFTA2", "S100A9", "S100A8", "PDIA6", "PDIA3", "PDGFRB", "CSPG4", "NFKB1", "LYZ", "ITGB1", "CLDN5", "ZEB1", "AGR3", "AKR1C1", "ANKRD28", "BANK1", "CDH26", "BCL2", "CEACAM6" ]
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AT1
VUHD069
[ 1, 0.8714285714285716, 0.7428571428571429, 0.7428571428571429, 0.6142857142857143, 0.6142857142857143, 0.6142857142857143, 0.6142857142857143, 0.48571428571428577, 0.48571428571428577, 0.3571428571428572, 0.3571428571428572, 0.3571428571428572, 0.3571428571428572, 0.3571428571428572, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]
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[ 0, 0, 2, 0, 1, 0, 0, 1, 0, 1, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 5, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 5, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 2, 0, 0, 2, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 6, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 1, 0, 0, 0, 0, 0, 3, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 1, 0, 0, 1, 0, 0, 0, 3, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 3, 0, 0, 0, 0, 1, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 1, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 1, 0, 0, 2, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 1, 2, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 4, 4, 0, 0, 5, 0, 0, 1, 1, 0, 0, 0, 9, 3, 0, 0, 0, 1, 8, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 6, 1, 2, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 1, 5, 0, 1, 0, 0, 0, 0, 0, 2, 2, 2, 1 ]
VUHD069_aaaaeloa-1
T11
[ [ 0, 0, 0, 70.42253875732422, 0, 70.42253875732422, 0, 70.42253875732422, 0, 0, 0, 0, 0, 0, 140.84507751464844, 70.42253875732422, 70.42253875732422, 0, 70.42253875732422, 0, 70.42253875732422, 0, 0, 140.84507751464844, 0, 0, 70.42253875732422, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 70.42253875732422, 422.53521728515625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 281.6901550292969, 0, 0, 0, 0, 70.42253875732422, 0, 0, 0, 0, 70.42253875732422, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 140.84507751464844, 633.8028564453125, 70.42253875732422, 140.84507751464844, 0, 0, 0, 352.1127014160156, 140.84507751464844, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 140.84507751464844, 0, 0, 0, 70.42253875732422, 0, 0, 0, 0, 0, 0, 70.42253875732422, 0, 0, 0, 0, 0, 0, 140.84507751464844, 0, 0, 0, 70.42253875732422, 0, 0, 0, 0, 0, 140.84507751464844, 0, 211.26760864257812, 0, 70.42253875732422, 0, 211.26760864257812, 0, 0, 0, 0, 0, 0, 0, 0, 70.42253875732422, 0, 0, 0, 0, 211.26760864257812, 0, 0, 0, 0, 352.1127014160156, 140.84507751464844, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 211.26760864257812, 0, 0, 140.84507751464844, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 70.42253875732422, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 70.42253875732422, 0, 211.26760864257812, 0, 0, 0, 352.1127014160156, 0, 0, 140.84507751464844, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 140.84507751464844, 0, 0, 211.26760864257812, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 352.1127014160156, 211.26760864257812, 0, 915.4929809570312, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 140.84507751464844, 0, 0, 0, 0, 140.84507751464844, 0, 70.42253875732422, 0, 0, 0, 0, 0, 0, 0, 70.42253875732422, 0, 0, 0, 0, 140.84507751464844, 0, 0, 0, 0, 0, 211.26760864257812, 70.42253875732422, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 70.42253875732422, 70.42253875732422, 0, 140.84507751464844, 0, 0, 211.26760864257812, 140.84507751464844, 0, 0, 0, 0, 70.42253875732422, 0, 0, 0, 140.84507751464844, 140.84507751464844, 0 ] ]
validation
aaaahajl-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaahajl-1
[ "RTKN2", "DUOX1", "CEACAM6", "NKX2-1", "ITGB1", "RHOA", "EPAS1", "COL4A3", "ICAM1", "NAPSA", "VEGFA", "KRT18", "STAT1", "IFIT3", "RNASE1", "PKM", "ITGA3", "FN1", "EHMT1", "PGC", "DNAJB9", "SPCS2", "HSPA5", "YAP1", "SELENOS", "UCHL3", "ATF4", "BCL2L1", "NUTF2", "XBP1", "HERPUD1", "SFTPD", "EPCAM", "ITGB6", "KRT8", "VIM", "GSR", "SOD2", "CEACAM5", "SLC25A37", "GCLM", "CXCL14", "CST3", "HIST1H1C", "STAT6", "MYC", "LUM", "ATG7", "IFIT1", "UBE2J1", "BMPR2", "TTC19", "ATF6", "BANK1", "EGFR", "WNT5A", "AKR1C1", "AIF1", "AGER", "IL4R", "AXIN2" ]
[ 8, 7, 3, 6, 473, 180, 117, 404, 306, 468, 193, 137, 275, 394, 602, 324, 542, 280, 469, 438, 301, 225, 184, 433, 178, 531, 272, 620, 494, 596, 46, 58, 409, 619, 254, 507, 194, 308, 328, 603, 247, 526, 116, 514, 231, 158, 147, 260, 544, 389, 353, 48, 278, 594, 61, 590, 47, 54, 182, 614, 26, 23, 21, 293, 51 ]
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AT1
THD0011
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THD0011_aaaahajl-1
T4
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validation
aaaaagfc-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaaagfc-1
[ "CCN2", "RNASE1", "ICAM1", "PDIA3", "KRT18", "XBP1", "RHOA", "CEACAM6", "VIM", "CCL2", "ITGA3", "KRT8", "IRF1", "SELENOS", "NKX2-1", "YAP1", "LMAN1", "COL1A2", "CTNNB1", "EPCAM", "TGFB1", "RTKN2", "HMGA1", "CST3", "SFTA2", "PGC", "STAT1", "COL4A3", "NUCB2", "NAPSA", "SOD2", "MEG3", "STAT6", "FN1", "EMG1", "ATF4", "AGER", "AGR3", "AIF1", "PKM", "PLIN2", "ERLEC1", "PRDX4", "PTGDS", "SFTPD", "DCN", "BCL2L1", "PTPRC" ]
[ 8, 7, 3, 6, 76, 469, 275, 426, 324, 619, 468, 117, 603, 72, 301, 328, 296, 494, 404, 620, 346, 135, 151, 194, 556, 473, 264, 147, 504, 433, 542, 137, 408, 394, 526, 366, 544, 225, 191, 46, 21, 22, 23, 438, 442, 197, 450, 454, 507, 169, 58, 456 ]
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0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 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AT1
VUHD116B
[ 1, 0.85, 0.7, 0.7, 0.5499999999999999, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]
[ -1, -1, -1, 1, 0, 1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.33, -1, -1, -1, 0.7, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.33, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, 1, -1, -1, -1, -1, 0, -1, -1, 0, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, 0.5, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, 0.67, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.5, -1, -1, 0.67, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.8, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, 0.5, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, 0.5, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, 0.33, -1, -1, -1, 0, -1, -1, 1, 0, -1, -1, -1, -1, 0, 0, 0, -1, -1, -1, 0, 0.75, -1, 0.5, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, 0, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, 0, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.33, -1, -1, -1, -1, -1, -1, -1, -1, 0.33, 0.5, -1 ]
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VUHD116B_aaaaagfc-1
T3
[ [ 0, 0, 158.73016357421875, 555.5555419921875, 0, 0, 0, 79.36508178710938, 0, 0, 0, 0, 0, 0, 79.36508178710938, 0, 0, 0, 0, 0, 0, 0, 0, 238.09524536132812, 0, 0, 79.36508178710938, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 634.920654296875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 79.36508178710938, 0, 0, 0, 0, 0, 0, 0, 79.36508178710938, 0, 79.36508178710938, 158.73016357421875, 0, 0, 0, 0, 158.73016357421875, 0, 79.36508178710938, 0, 0, 0, 0, 0, 0, 0, 79.36508178710938, 0, 0, 0, 0, 79.36508178710938, 0, 79.36508178710938, 79.36508178710938, 0, 0, 0, 0, 396.8254089355469, 79.36508178710938, 0, 79.36508178710938, 0, 0, 0, 79.36508178710938, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 79.36508178710938, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 396.8254089355469, 0, 0, 79.36508178710938, 317.4603271484375, 79.36508178710938, 0, 158.73016357421875, 0, 0, 238.09524536132812, 0, 79.36508178710938, 0, 0, 0, 79.36508178710938, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 79.36508178710938, 0, 0, 0, 0, 79.36508178710938, 79.36508178710938, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 158.73016357421875, 0, 0, 396.8254089355469, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 79.36508178710938, 0, 0, 0, 0, 79.36508178710938, 0, 0, 0, 0, 0, 0, 317.4603271484375, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 79.36508178710938, 0, 79.36508178710938, 0, 0, 0, 0, 79.36508178710938, 0, 79.36508178710938, 0, 0, 0, 79.36508178710938, 0, 0, 0, 0, 0, 396.8254089355469, 317.4603271484375, 0, 952.3809814453125, 0, 0, 0, 0, 0, 0, 0, 0, 79.36508178710938, 0, 158.73016357421875, 0, 0, 79.36508178710938, 79.36508178710938, 0, 0, 0, 79.36508178710938, 0, 0, 0, 0, 0, 0, 0, 0, 79.36508178710938, 0, 0, 0, 79.36508178710938, 0, 0, 0, 158.73016357421875, 79.36508178710938, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 476.19049072265625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 79.36508178710938, 238.09524536132812, 79.36508178710938 ] ]
validation
aaaadkgd-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaadkgd-1
[ "RTKN2", "CCN2", "AGER", "VEGFA", "HERPUD1", "KRT8", "EPAS1", "RHOA", "RNASE1", "HIST1H1C", "NKX2-1", "HSPA5", "YAP1", "BCL2L1", "KRT18", "ACTA2", "SELENOS", "COL4A3", "SSR3", "HLA-DRA", "CST3", "HLA-DQA1", "SPCS3", "STAT1", "CTLA4", "SOX4", "SFTA2", "ERLEC1", "ICAM1", "MRC1", "CEACAM6", "SLC25A4", "MUC5B", "COL3A1", "COL1A1", "SFTPC", "HIF1A", "FN1", "ZEB1", "EGFR", "XBP1", "PDIA6", "EPCAM", "AKR1C1", "ITGB6", "ITGB1", "FAS", "PKM", "ATF4", "ITGA3", "PLPP5", "DUOX1", "SCGB3A2", "DMBT1", "BMPR2", "IFIT3", "PRDX4", "PDIA3", "DCTPP1" ]
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AT1
VUHD069
[ 1, 0.8875, 0.775, 0.6625, 0.55, 0.55, 0.55, 0.55, 0.4375, 0.4375, 0.4375, 0.325, 0.325, 0.325, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]
[ -1, -1, 0.5, 0.43, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.25, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, 0, -1, 1, 1, -1, -1, -1, -1, 0.5, -1, 1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, 1, -1, 1, 1, -1, -1, -1, -1, 0.4, 0, -1, 0, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.4, -1, -1, 0, 1, 0, -1, 0, -1, -1, 0.33, -1, 0, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, 1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, 0.4, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, 0.5, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, 0, -1, -1, -1, -1, 0, -1, 1, -1, -1, -1, 1, -1, -1, -1, -1, -1, 0.4, 0.25, -1, 0.67, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, 0.5, -1, -1, 1, 0, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, 0, -1, -1, -1, 1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.83, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, 0.33, 1 ]
[ 0, 0, 2, 7, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 2, 0, 0, 0, 0, 2, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 1, 1, 0, 0, 0, 0, 5, 1, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 5, 0, 0, 1, 4, 1, 0, 2, 0, 0, 3, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 5, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 5, 4, 0, 12, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 2, 0, 0, 1, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 6, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 3, 1 ]
VUHD069_aaaadkgd-1
T9
[ [ 0, 0, 0, 100, 100, 0, 0, 0, 0, 50, 0, 0, 0, 50, 200, 0, 0, 0, 50, 0, 0, 0, 0, 100, 0, 0, 50, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 50, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 250, 0, 150, 0, 0, 0, 0, 0, 0, 50, 0, 0, 150, 900, 0, 0, 0, 0, 0, 0, 0, 150, 50, 0, 250, 0, 0, 50, 50, 0, 0, 0, 100, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 50, 0, 0, 50, 100, 100, 0, 0, 0, 0, 0, 50, 0, 0, 50, 0, 0, 0, 0, 0, 0, 0, 0, 0, 300, 0, 0, 0, 50, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 150, 0, 250, 0, 0, 150, 50, 700, 50, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 50, 0, 0, 0, 200, 0, 50, 150, 0, 250, 50, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 150, 0, 50, 350, 0, 0, 0, 50, 100, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 50, 0, 0, 50, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 100, 0, 0, 0, 0, 150, 0, 0, 0, 100, 0, 0, 0, 0, 0, 0, 50, 0, 0, 0, 300, 150, 0, 50, 0, 0, 0, 150, 0, 50, 0, 50, 0, 50, 0, 50, 0, 0, 0, 300, 250, 0, 400, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 50, 0, 0, 0, 0, 0, 0, 50, 0, 0, 0, 0, 0, 0, 0, 0, 50, 150, 0, 0, 100, 100, 50, 0, 0, 0, 0, 0, 50, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 250, 400, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ] ]
validation
aaaamdfo-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaamdfo-1
[ "CEACAM6", "ICAM1", "RTKN2", "VIM", "KRT8", "FN1", "RHOA", "PDIA3", "RNASE1", "COL4A3", "CD44", "VEGFA", "HLA-DRA", "ITGB1", "ATF4", "ITGA3", "HLA-DQA1", "SPCS3", "HSPA5", "CEACAM5", "PKM", "NAPSA", "COL1A1", "KRT18", "PDIA4", "CD68", "ITGAV", "NKX2-1", "EPCAM", "LGALS1", "SSR3", "SPRY2", "AGER", "MSLN", "EPAS1", "CTNNB1", "AGR3", "BCL2L1", "CDH26", "EMG1", "SMAD4", "FAS", "PCNA", "SFTPC", "EHMT1", "PRDX4", "PTPRC", "COL1A2", "POSTN", "CSPG4", "GCLM", "PLPP5", "PECAM1", "CRELD2", "IL7R", "FCER1G", "BMPR2", "LYZ", "CCN2", "MARCO", "TGFB2", "AXIN2", "ATF3", "LEF1", "ITGB6", "IDH1", "ITGAM", "HYOU1", "STAT1", "SPCS2", "KRT6A", "ANKRD28" ]
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AT1
VUILD106
[ 1, 0.9, 0.8, 0.8, 0.7000000000000001, 0.6, 0.6, 0.6, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.4, 0.4, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]
[ -1, -1, -1, 0, 0.5, -1, -1, -1, -1, 1, -1, -1, -1, 1, 0.25, -1, -1, -1, 1, -1, -1, -1, -1, 0, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.8, -1, 0, -1, -1, -1, -1, -1, -1, 1, -1, -1, 0, 0.28, -1, -1, -1, -1, -1, -1, -1, 0.33, 0, -1, 0.8, -1, -1, 1, 1, -1, -1, -1, 0.5, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, 1, 0.5, 0.5, -1, -1, -1, -1, -1, 1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.5, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.33, -1, 0.2, -1, -1, 0.33, 0, 0.36, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, 0.25, -1, 0, 0.33, -1, 0.2, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, 0, 0.43, -1, -1, -1, 1, 0.5, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, 0, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, 0.5, 0, -1, 0, -1, -1, -1, 0, -1, 1, -1, 0, -1, 1, -1, 1, -1, -1, -1, 0.33, 0, -1, 0.88, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, 0, 0.33, -1, -1, 1, 0.5, 1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.4, 0.38, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1 ]
[ 0, 0, 0, 2, 2, 0, 0, 0, 0, 1, 0, 0, 0, 1, 4, 0, 0, 0, 1, 0, 0, 0, 0, 2, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 5, 0, 3, 0, 0, 0, 0, 0, 0, 1, 0, 0, 3, 18, 0, 0, 0, 0, 0, 0, 0, 3, 1, 0, 5, 0, 0, 1, 1, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 2, 2, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 6, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 5, 0, 0, 3, 1, 14, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 4, 0, 1, 3, 0, 5, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 1, 7, 0, 0, 0, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 3, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 6, 3, 0, 1, 0, 0, 0, 3, 0, 1, 0, 1, 0, 1, 0, 1, 0, 0, 0, 6, 5, 0, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 3, 0, 0, 2, 2, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 5, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]
VUILD106_aaaamdfo-1
T3
[ [ 0, 0, 79.36508178710938, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 79.36508178710938, 0, 0, 0, 158.73016357421875, 0, 0, 0, 0, 158.73016357421875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 79.36508178710938, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 79.36508178710938, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 317.4603271484375, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 317.4603271484375, 0, 0, 0, 0, 0, 0, 0, 158.73016357421875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 79.36508178710938, 0, 0, 0, 0, 79.36508178710938, 238.09524536132812, 0, 79.36508178710938, 0, 0, 0, 79.36508178710938, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 79.36508178710938, 0, 0, 0, 79.36508178710938, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 79.36508178710938, 0, 0, 79.36508178710938, 0, 79.36508178710938, 158.73016357421875, 79.36508178710938, 0, 0, 0, 0, 793.6508178710938, 79.36508178710938, 0, 0, 0, 0, 0, 0, 0, 0, 0, 79.36508178710938, 0, 0, 0, 396.8254089355469, 0, 158.73016357421875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 238.09524536132812, 0, 0, 317.4603271484375, 0, 79.36508178710938, 0, 0, 0, 0, 0, 0, 0, 158.73016357421875, 0, 0, 0, 79.36508178710938, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 317.4603271484375, 0, 0, 0, 158.73016357421875, 0, 0, 0, 0, 634.920654296875, 0, 0, 79.36508178710938, 79.36508178710938, 0, 0, 0, 0, 0, 0, 79.36508178710938, 79.36508178710938, 0, 0, 238.09524536132812, 0, 0, 79.36508178710938, 79.36508178710938, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 158.73016357421875, 714.2857666015625, 0, 396.8254089355469, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 317.4603271484375, 317.4603271484375, 0, 79.36508178710938, 79.36508178710938, 0, 0, 0, 0, 0, 0, 158.73016357421875, 0, 0, 79.36508178710938, 0, 0, 0, 79.36508178710938, 0, 0, 79.36508178710938, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 79.36508178710938, 0, 0, 0, 0, 555.5555419921875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 79.36508178710938, 0, 0 ] ]
validation
aaaafgji-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaafgji-1
[ "ICAM1", "RNASE1", "NKX2-1", "VEGFA", "RTKN2", "IRF1", "SFTPD", "SFTPC", "CEACAM6", "MSLN", "COL4A3", "KRT8", "PGC", "EPCAM", "KRT18", "LPAR1", "MYDGF", "BCL2L1", "HLA-DQB1", "SOD2", "RHOA", "CTNNB1", "ISG20", "AXIN2", "SPINK1", "EGFR", "HERPUD1", "SOX9", "PDIA4", "CD68", "SLC25A4", "SLC25A37", "PLIN2", "PKM", "ERLEC1", "FAS", "GCLM", "FN1", "OAS2", "NUTF2", "EPAS1", "HIF1A", "PDIA3", "LUM", "UBE2J1", "IL32", "LAMP3", "ATF4", "CCN2", "IDH1", "HLA-DRA", "XBP1", "HLA-DQA1", "SSR3", "ACTA2" ]
[ 9, 7, 3, 6, 275, 469, 404, 602, 473, 296, 507, 506, 117, 384, 137, 328, 433, 194, 324, 348, 390, 58, 262, 526, 468, 151, 300, 51, 535, 182, 254, 529, 427, 102, 515, 514, 442, 438, 197, 206, 231, 225, 410, 409, 193, 258, 426, 353, 594, 291, 332, 46, 76, 276, 263, 619, 261, 541, 14 ]
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AT1
VUILD96LF
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VUILD96LF_aaaafgji-1
T3
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validation
aaaacdeg-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaacdeg-1
[ "ICAM1", "SFTPD", "NKX2-1", "VIM", "CTNNB1", "PTGDS", "HLA-DRA", "COL1A2", "YAP1", "XBP1", "EPCAM", "LUM", "COL3A1", "EMG1", "CCN2", "MSLN", "EPAS1", "VEGFA", "RHOA", "KRT8", "SOD2", "STAT6", "POSTN", "MGST1", "SFTPC", "CST3", "HSPA5", "COL1A1", "DCN", "AXIN2", "AGR3", "BCL2L1", "AKR1C1", "ITGB6", "UCHL3", "IRF1", "HLA-DQB1", "SFTA2", "ATF4", "WFDC2", "ITGB1", "SCGB1A1", "NAPSA", "ANKRD28", "RTKN2", "KRT18", "RNASE1", "PRDX4", "EGFR", "EHMT1", "AGER", "ACTA2", "FGF7", "PKM", "PGC", "CXCL9", "PDIA3", "SFRP2", "TTC19", "CD3E", "SPCS3", "TOP1", "SSR3", "UBE2J1", "CD2", "BMPR2", "SPCS2", "SPARCL1", "LGALS1" ]
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0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 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AT1
VUILD96LF
[ 1, 0.85, 0.85, 0.7, 0.7, 0.7, 0.5499999999999999, 0.5499999999999999, 0.5499999999999999, 0.5499999999999999, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]
[ -1, -1, 1, 1, 0.5, -1, -1, 0.5, -1, 1, -1, -1, -1, -1, 0, -1, -1, -1, 0.5, -1, -1, -1, -1, 0.5, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.33, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.5, 0.25, 0, -1, -1, -1, -1, -1, 0, -1, -1, 0.6, -1, -1, 0, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, 0, 0, -1, -1, 0.67, 0, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, 0.5, -1, -1, 0.5, -1, 0.4, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, 1, 0.5, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, 1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, 0.5, -1, -1, -1, -1, -1, -1, -1, 0.33, -1, -1, -1, -1, 1, -1, -1, -1, 0.33, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, 0, -1, -1, 0, -1, -1, -1, 0, -1, 1, 0, -1, -1, -1, -1, 0.67, 1, -1, 1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, 0, -1, 1, 0, 0.17, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, 0, 0, 1, -1, -1, -1, 1, -1, 0.5, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, 0, 0, -1, 0.5, -1, -1, 0.67, 0, -1, 1, -1, -1, -1, -1, -1, -1, 0.75, 0.25, -1 ]
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VUILD96LF_aaaacdeg-1
T3
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validation
aaaacdkl-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaacdkl-1
[ "EPAS1", "CEACAM6", "VEGFA", "PDIA3", "RTKN2", "ITGB1", "ITGA3", "NKX2-1", "RHOA", "AGER", "ICAM1", "MSLN", "VIM", "PDIA4", "FN1", "CD44", "YAP1", "RNASE1", "SPARCL1", "ERLEC1", "DCN", "SOD2", "ATF4", "CEACAM5", "LYZ", "CST3", "MAL", "SCGB3A2", "IFIT1", "COL3A1", "HYOU1", "SLC25A4", "HSPA5", "S100A9", "HERPUD1", "CTNNB1", "HES1", "STAT1", "HIF1A", "CCN2", "LUM", "ACTA2", "WWTR1", "PKM", "AKR1C1", "KRT8", "EMG1", "ITGB6", "FAS", "ATG7", "NAPSA", "AXL", "BANK1", "AXIN2", "PDGFRA", "FGF7", "FGF2", "UGDH", "IRF1", "SELENOS", "EGFR", "BCL2L1" ]
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AT1
VUHD095
[ 1, 0.82, 0.82, 0.82, 0.64, 0.64, 0.64, 0.45999999999999996, 0.45999999999999996, 0.45999999999999996, 0.45999999999999996, 0.45999999999999996, 0.45999999999999996, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]
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VUHD095_aaaacdkl-1
T4
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validation
aaaaeoob-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaaeoob-1
[ "ICAM1", "KRT8", "RTKN2", "RNASE1", "EPCAM", "MSLN", "FN1", "CCN2", "RHOA", "CTNNB1", "VEGFA", "KRT18", "VIM", "PDIA3", "SFTPD", "SFTPC", "YAP1", "HIF1A", "PDIA6", "NKX2-1", "GSR", "FCN3", "EPAS1", "ATF3", "ACTA2", "AGR3", "PDIA4", "ITGB1", "ATF4", "NAPSA", "PTGDS", "PRDX4", "NUCB2", "ERLEC1", "EHMT1", "COL4A3", "COL1A1", "FAS", "SPCS2", "IL32", "GKN2", "AGER", "TTC19", "NFKB1", "MYC", "MYDGF", "SELENOS", "SCG2", "CST3", "ITGA3", "LUM", "PCNA", "AXIN2", "STAT1", "LMAN1", "HLA-DRA", "LYZ", "PKM", "KRT6A", "HYOU1", "TGFB2", "BANK1", "SEC11C" ]
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AT1
VUILD96LF
[ 1, 0.85, 0.85, 0.85, 0.7, 0.7, 0.7, 0.7, 0.5499999999999999, 0.5499999999999999, 0.5499999999999999, 0.5499999999999999, 0.4, 0.4, 0.4, 0.4, 0.4, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]
[ -1, -1, 0.5, 0, 1, -1, -1, -1, -1, -1, -1, -1, -1, 1, 0, -1, -1, -1, 1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.6, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, 1, -1, -1, -1, -1, 1, -1, -1, 0.75, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, 0.5, 0.6, -1, 1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, 0.2, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, 0, -1, -1, -1, 1, 0.82, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, 0, 1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, 0, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.6, -1, -1, 0, 0, 0.5, 1, -1, -1, 0.5, -1, 1, -1, -1, -1, -1, 0, -1, -1, -1, 0.67, 0.5, 0, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, 1, 1, -1, -1, -1, -1, 0, 0.5, -1, 0.88, -1, -1, -1, -1, -1, -1, 1, -1, -1, 1, 1, -1, -1, -1, 0.33, 0.33, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, 1, 0.33, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1 ]
[ 0, 0, 2, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 2, 2, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 5, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 2, 5, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 5, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 1, 0, 0, 0, 1, 11, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4, 0, 1, 8, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 5, 0, 0, 1, 1, 2, 1, 0, 0, 2, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 3, 2, 2, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 4, 8, 0, 8, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 1, 0, 0, 0, 3, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 4, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0 ]
VUILD96LF_aaaaeoob-1
T3
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validation
aaabolnm-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaabolnm-1
[ "KRT18", "JCHAIN", "CEACAM6", "LUM", "VIM", "PRDX4", "STAT1", "KRT8", "ATF4", "PDIA4", "IFIT3", "SSR3", "IFIT1", "VEGFA", "SFTPC", "SEC11C", "CD44", "AGER", "MS4A7", "ATF3", "ICAM1", "SELENOS", "CCN2", "TGFB1", "HSPA5", "FCGR3A", "MANF", "GPR183", "FN1", "RNASE1", "SPINK1", "CD34", "NUCB2", "PDIA6", "HLA-DRA", "SPCS2", "IDH1", "FCER1G", "XBP1", "EPCAM", "AGR3", "ITGB1", "ERLEC1", "ITGAV", "ANKRD28", "RAMP2", "DUOX1", "PKM", "PIM2", "CA4", "FAP", "BCL2L1", "LGR6", "DCN" ]
[ 9, 7, 3, 6, 324, 310, 117, 353, 603, 450, 542, 328, 46, 427, 280, 541, 278, 602, 506, 490, 100, 21, 383, 45, 275, 494, 76, 556, 272, 214, 360, 242, 225, 469, 535, 92, 408, 428, 263, 531, 276, 211, 619, 194, 22, 306, 197, 304, 31, 459, 180, 438, 437, 68, 205, 58, 341, 169 ]
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AT1
VUILD110
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VUILD110_aaabolnm-1
T3
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validation
aaaaagco-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaaagco-1
[ "ICAM1", "VIM", "CEACAM6", "RNASE1", "LUM", "FN1", "PDIA3", "COL1A2", "KRT18", "PTGDS", "S100A8", "ATF4", "NKX2-1", "ITGB1", "XBP1", "COL3A1", "RHOA", "SOD2", "KRT8", "PECAM1", "EPAS1", "ITGA3", "AGER", "NAPSA", "SSR3", "FCER1G", "EPCAM", "CST3", "S100A12", "GCLM", "LYZ", "PRDX4", "NUTF2", "S100A9", "RTKN2", "HIF1A", "CCL2", "HERPUD1", "IL4R", "BMPR2", "HES1", "NUCB2", "FGF7", "EGFR", "DUOX1", "ATF3", "MSLN", "CEACAM5", "YAP1", "SFTA2", "KDR", "COL15A1", "SELENOS", "HIST1H1C", "COL4A3", "CD44", "PKM", "FAS", "MANF", "ATG7", "IFIT1", "IDH1", "ACTA2", "UBE2J1", "SEC11C", "HYOU1", "VEGFA", "DCN", "SPCS2", "SPARCL1", "MGST1", "SOX4", "TTC19", "LAMP3" ]
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AT1
VUILD91LF
[ 1, 1, 0.8875, 0.775, 0.775, 0.6625, 0.55, 0.55, 0.55, 0.55, 0.4375, 0.4375, 0.4375, 0.4375, 0.4375, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]
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VUILD91LF_aaaaagco-1
T4
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validation
aaaafcag-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaafcag-1
[ "SPARCL1", "NAPSA", "RNASE1", "AGER", "PECAM1", "SFTPC", "SFTA2", "IL7R", "VIM", "RHOA", "PDIA4", "GPR183", "CST3", "LYZ", "HIST1H1C", "PIM2", "CLDN5", "PCNA", "ICAM1", "CCN2", "EGFR", "KRT18", "ITGB1", "ITGA3", "NKX2-1", "UCHL3", "SFTPD", "VEGFA", "PKM", "DCN", "EPCAM", "GNG11" ]
[ 8, 7, 3, 6, 530, 394, 469, 21, 431, 506, 504, 294, 603, 468, 427, 242, 147, 357, 260, 437, 126, 420, 275, 76, 182, 324, 306, 301, 404, 596, 507, 602, 438, 169, 194, 238 ]
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AT1
VUHD069
[ 1, 0.85, 0.7, 0.7, 0.5499999999999999, 0.5499999999999999, 0.4, 0.4, 0.25, 0.25, 0.25, 0.25, 0.25, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]
[ -1, -1, -1, 0.6, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.5, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.67, -1, -1, -1, 0, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.88, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, 0.5, -1, 0.25, -1, -1, 1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.5, 0.6, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.67, 1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.31, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, 1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1 ]
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VUHD069_aaaafcag-1
T3
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validation
aaaaiemi-1
[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "C20orf85", "CA4", "CALCA", "CCL18", "CCL2", "CCL21", "CCL22", "CCL5", "CCN2", "CCNA1", "CCNB2", "CCR7", "CD14", "CD19", "CD1A", "CD1C", "CD2", "CD247", "CD27", "CD274", "CD28", "CD34", "CD3D", "CD3E", "CD3G", "CD4", "CD44", "CD52", "CD68", "CD69", "CD79A", "CD79B", "CD86", "CD8A", "CD8B", "CDH26", "CDK1", "CDKN2A", "CEACAM5", "CEACAM6", "CENPF", "CFTR", "CGA", "CHAC1", "CHGB", "CLDN5", "COL15A1", "COL1A1", "COL1A2", "COL3A1", "COL4A3", "CPA3", "CREB3L4", "CRELD2", "CSPG4", "CST3", "CTHRC1", "CTLA4", "CTNNB1", "CXCL13", "CXCL14", "CXCL9", "CXCR4", "CXCR5", "DCN", "DCTPP1", "DDIT3", "DEFB1", "DERL3", "DIRAS3", "DMBT1", "DNAJB9", "DUOX1", "EGFR", "EHMT1", "ELANE", "ELN", "EMG1", "EPAS1", "EPCAM", "EREG", "ERLEC1", "ERN2", "FABP4", "FAP", "FAS", "FASLG", "FCER1A", "FCER1G", "FCGBP", "FCGR3A", "FCN1", "FCN3", "FGF10", "FGF2", "FGF7", "FGFBP2", "FKBP11", "FN1", "FOXI1", "FOXJ1", "FOXP3", "GCLM", "GDF15", "GKN2", "GLP1R", "GNG11", "GNLY", "GPR183", "GSR", "GZMA", "GZMB", "GZMK", "HAS1", "HAS2", "HAVCR2", "HERPUD1", "HES1", "HEY1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HLA-DQB1", "HLA-DRA", "HMGA1", "HMOX1", "HSPA5", "HYOU1", "ICAM1", "IDH1", "IFIT1", "IFIT2", "IFIT3", "IFNG", "IGLL1", "IL11", "IL1A", "IL1B", "IL2RA", "IL32", "IL37", "IL4R", "IL7R", "IRF1", "IRF7", "ISG20", "ITGA3", "ITGAE", "ITGAM", "ITGAV", "ITGAX", "ITGB1", "ITGB6", "ITM2C", "JCHAIN", "KDR", "KIT", "KLRB1", "KLRC1", "KLRG1", "KRT14", "KRT15", "KRT17", "KRT18", "KRT5", "KRT6A", "KRT8", "LAG3", "LAMP3", "LCK", "LEF1", "LGALS1", "LGR5", "LGR6", "LILRA4", "LMAN1", "LPAR1", "LPAR2", "LTB", "LTF", "LUM", "LY6D", "LYZ", "MAL", "MANF", "MARCO", "MCEMP1", "MEG3", "MFAP5", "MGST1", "MKI67", "MMP10", "MMP12", "MMP7", "MRC1", "MS4A1", "MS4A7", "MSLN", "MUC5AC", "MUC5B", "MYC", "MYDGF", "NAPSA", "NFKB1", "NHSL2", "NKG7", "NKX2-1", "NOX4", "NUCB2", "NUTF2", "OAS2", "OAS3", "PAEP", "PCNA", "PDCD1", "PDGFRA", "PDGFRB", "PDIA3", "PDIA4", "PDIA6", "PECAM1", "PGC", "PI16", "PIM2", "PKM", "PLIN2", "PLPP5", "PLVAP", "POSTN", "PPARG", "PRDX4", "PTGDS", "PTPRC", "RACGAP1", "RAMP2", "RETN", "RHOA", "RNASE1", "RSPO3", "RTKN2", "S100A12", "S100A2", "S100A7", "S100A8", "S100A9", "SAA2", "SCG2", "SCGB1A1", "SCGB3A2", "SEC11C", "SELENOS", "SFRP2", "SFRP4", "SFTA2", "SFTPC", "SFTPD", "SLC1A3", "SLC25A37", "SLC25A4", "SLC2A1", "SLC7A11", "SMAD4", "SNAI1", "SNAI2", "SNCA", "SOD2", "SOX2", "SOX4", "SOX9", "SPARCL1", "SPCS2", "SPCS3", "SPINK1", "SPP1", "SPRY2", "SSR3", "STAT1", "STAT6", "TBXA2R", "TCL1A", "TERT", "TGFB1", "TGFB2", "TGFB3", "TNF", "TNFRSF13C", "TNFRSF17", "TNFRSF9", "TOP1", "TOP2A", "TP63", "TP73", "TPSAB1", "TRAC", "TREM2", "TTC19", "UBE2J1", "UBE2S", "UCHL3", "UGDH", "UQCRHL", "VEGFA", "VIM", "VPREB3", "WFDC2", "WNT2", "WNT3A", "WNT5A", "WNT7B", "WT1", "WWTR1", "XBP1", "YAP1", "ZEB1" ]
aaaaiemi-1
[ "SFTPD", "CEACAM6", "NAPSA", "RNASE1", "HSPA5", "EPCAM", "PDIA3", "RHOA", "ATF4", "CST3", "HLA-DRA", "ITGB1", "TTC19", "KRT18", "HERPUD1", "SPARCL1", "PKM", "DUOX1", "VIM", "SMAD4", "MGST1", "ITGB6", "XBP1", "ICAM1", "GSR", "NKX2-1", "COL4A3", "GNG11", "FN1", "STAT1", "SFTA2", "LMAN1", "PDIA6", "IDH1", "AGER", "CTNNB1", "AGR3", "ITGA3", "IFIT1", "WFDC2", "ERLEC1", "ITGAV", "ATF6", "KRT8", "DMBT1", "YAP1", "PLIN2" ]
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AT1
THD0008
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THD0008_aaaaiemi-1
T3