TerminatorJ/xenium_25_lung_dataset_update1

Expression list	Split string	Cell_id string	Gene list	Cell_Ids string	Ranked_Gene_Names list	Full_Tokens list	Gene_Gene_Matrix list	Annotations string	Sample_Names string
[ [ 0, 0, 0, 0, 0, 44.24778747558594, 0, 44.24778747558594, 0, 0, 0, 0, 0, 0, 88.49557495117188, 0, 44.24778747558594, 44.24778747558594, 0, 0, 0, 0, 0, 44.24778747558594, 0, 0, 0, 0, 0, 0, 0, ...	train	aaaabbjn-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", "...	aaaabbjn-1	[ "VIM", "HLA-DRA", "MRC1", "LYZ", "MS4A7", "HIF1A", "CD44", "FCER1G", "PPARG", "ITGB1", "RHOA", "SPP1", "HMOX1", "PKM", "TREM2", "MARCO", "IDH1", "PTPRC", "HERPUD1", "CCL2", "EPAS1", "XBP1", "PDIA3", "EREG", "S100A8", "CST3", "ATF4", "RNASE1", "SOD2", "CD14",...	[ 8, 7, 3, 6, 603, 263, 379, 357, 383, 258, 100, 211, 448, 306, 468, 536, 266, 438, 586, 362, 276, 456, 254, 72, 193, 619, 426, 196, 480, 147, 46, 469, 526, 80, 261, 262, 431, 363, 151, 260, 294, 171, 473, 481, 490, 442, 428, ...	[ [ 0, 1, 1, 1, 1, 1, 1, 1, 0, 1, 0, 1, 0, 1, 0, 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, 0, 0, 0, 0, 0,...	SPP1+ Macrophages	THD0011
[ [ 0, 0, 0, 0, 0, 119.52191162109375, 0, 0, 39.84063720703125, 0, 0, 0, 0, 0, 79.6812744140625, 0, 0, 0, 0, 0, 39.84063720703125, 0, 0, 39.84063720703125, 39.84063720703125, 0, 0, 0, 0, 0, 0, ...	train	aaaabddg-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", "...	aaaabddg-1	[ "VIM", "HMOX1", "FN1", "IDH1", "COL1A2", "MRC1", "COL3A1", "CD44", "COL1A1", "MS4A7", "RHOA", "STAT6", "PDIA4", "MARCO", "EPAS1", "LYZ", "HLA-DRA", "HAVCR2", "PDIA3", "SOD2", "RNASE1", "HIF1A", "XBP1", "CD68", "FCER1G", "HSPA5", "PKM", "AIF1", "ITGB1", "OAS3...	[ 8, 7, 3, 6, 603, 266, 225, 276, 135, 379, 136, 100, 134, 383, 468, 544, 427, 362, 193, 357, 263, 253, 426, 526, 469, 258, 619, 102, 211, 272, 438, 23, 306, 411, 513, 97, 408, 231, 394, 293, 214, 80, 324, 76, 71, 46, 410, 1...	[ [ 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 1, 1, 1, 1, 1, 0, 0, 0, 1, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...	SPP1+ Macrophages	THD0011
[ [ 0, 0, 28.490028381347656, 28.490028381347656, 0, 227.92022705078125, 0, 0, 0, 28.490028381347656, 0, 0, 0, 28.490028381347656, 113.96011352539062, 56.98005676269531, 0, 0, 0, 28.490028381347656, 0, 28.490028381347656, 0, ...	train	aaaabbeg-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", "...	aaaabbeg-1	[ "VIM", "CD44", "PKM", "LYZ", "FCER1G", "RHOA", "PDIA3", "FN1", "AIF1", "HLA-DRA", "HIF1A", "IDH1", "MS4A7", "GPR183", "HIST1H1C", "XBP1", "HMOX1", "ITGB1", "HMGA1", "CCL18", "IL7R", "PLIN2", "SOD2", "CD14", "ICAM1", "HSPA5", "MARCO", "ITGAX", "PDIA4", "MRC1"...	[ 8, 7, 3, 6, 603, 100, 438, 357, 211, 468, 426, 225, 23, 263, 258, 276, 383, 242, 260, 619, 266, 306, 264, 71, 294, 442, 526, 80, 275, 272, 362, 305, 427, 379, 135, 586, 61, 400, 46, 336, 151, 254, 602, 136, 134, 390, 253, ...	[ [ 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 1, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...	Macrophages	THD0011
[ [ 0, 0, 35.587188720703125, 0, 0, 320.2846984863281, 0, 0, 0, 0, 0, 0, 0, 0, 0, 35.587188720703125, 35.587188720703125, 0, 0, 0, 0, 35.587188720703125, 0, 71.17437744140625, 71.17437744140625, 0, 0, 0, ...	train	aaaabbjk-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", "...	aaaabbjk-1	[ "LYZ", "VIM", "FCER1G", "AIF1", "IDH1", "MS4A7", "HLA-DRA", "CD44", "RHOA", "HMOX1", "MARCO", "KRT8", "S100A9", "CD68", "HERPUD1", "PECAM1", "MRC1", "CD14", "RNASE1", "CCL2", "PKM", "HIF1A", "HYOU1", "CST3", "CD69", "VEGFA", "PDIA3", "CTNNB1", "CCL18", "PDIA...	[ 8, 7, 3, 6, 357, 603, 211, 23, 276, 383, 263, 100, 468, 266, 362, 328, 481, 102, 254, 431, 379, 80, 469, 72, 438, 258, 273, 147, 103, 602, 426, 151, 71, 427, 442, 59, 348, 619, 196, 544, 305, 526, 225, 306, 513, 242, 480, ...	[ [ 0, 1, 1, 1, 1, 1, 1, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...	Interstitial Macrophages	THD0011
[ [ 0, 0, 89.08686065673828, 0, 44.54343032836914, 0, 0, 0, 0, 0, 0, 0, 0, 0, 66.81514739990234, 0, 22.27171516418457, 0, 44.54343032836914, 0, 22.27171516418457, 0, 22.27171516418457, 44.54343032836914, 0, 0, ...	train	aaaabbnm-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", "...	aaaabbnm-1	[ "PGC", "HIST1H1C", "MGST1", "RHOA", "SFTPC", "SFTPD", "PDIA4", "DMBT1", "PCNA", "LAMP3", "NKX2-1", "YAP1", "CD44", "NAPSA", "PKM", "PDIA3", "HYOU1", "HLA-DRA", "KRT18", "UCHL3", "HSPA5", "ICAM1", "EPAS1", "HIF1A", "TOP2A", "DUOX1", "ITGB1", "KRT8", "CDK1", "...	[ 8, 7, 3, 6, 433, 260, 369, 468, 506, 507, 427, 177, 420, 332, 404, 620, 100, 394, 438, 426, 273, 263, 324, 596, 272, 275, 193, 258, 581, 180, 306, 328, 114, 580, 78, 515, 408, 428, 409, 247, 371, 360, 14, 619, 194, 231, 234,...	[ [ 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, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0,...	Proliferating Epithelial	THD0011
[ [ 0, 0, 147.05882263183594, 0, 49.01960754394531, 392.1568603515625, 0, 0, 0, 0, 0, 0, 0, 0, 147.05882263183594, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 49.01960754394531, 0, 147.05882263183594, 0, 0...	train	aaaabblk-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", "...	aaaabblk-1	[ "VIM", "LYZ", "HLA-DRA", "AIF1", "CCL2", "CD44", "FCER1G", "ITGB1", "FN1", "CD68", "IDH1", "HMOX1", "HIF1A", "MRC1", "PKM", "PLIN2", "C1QC", "ATF4", "FCGR3A", "PPARG", "HSPA5", "ACTA2", "RHOA", "S100A9", "STAT6", "MS4A7", "MARCO", "XBP1", "PDIA4", "CTNNB1", ...	[ 8, 7, 3, 6, 603, 357, 263, 23, 72, 100, 211, 306, 225, 102, 276, 266, 258, 379, 438, 442, 66, 46, 214, 448, 272, 14, 468, 481, 544, 383, 362, 619, 427, 151, 428, 193, 528, 526, 431, 262, 188, 409, 221, 261, 404, 514, 114, ...	[ [ 0, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 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, 0, 0, 0, 0, 0, 0,...	SPP1+ Macrophages	THD0011
[ [ 0, 0, 100, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 100, 0, 0, 100, 0, 0, 100, 0, 0, 0, 0, 0, 100, 0, 0, 0, 0, 0, 0, 100, 0, 0, 0, ...	train	aaaabbfc-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", "...	aaaabbfc-1	[ "VIM", "KRT8", "KRT18", "HIST1H1C", "PCNA", "PDIA6", "SLC25A4", "GSR", "RHOA", "FGF7", "FN1", "HMGA1", "SOX4", "SOD2", "COL1A2", "SAA2", "PKM", "PLIN2", "PLPP5", "POSTN", "CD68", "PTPRC", "RACGAP1", "SELENOS", "SEC11C", "CTHRC1", "SCG2", "PDIA3", "CD86", "S1...	[ 8, 7, 3, 6, 603, 328, 324, 260, 420, 428, 515, 247, 468, 221, 225, 264, 528, 526, 135, 483, 438, 442, 444, 446, 102, 456, 457, 494, 490, 149, 487, 426, 109, 478, 454, 205, 316, 317, 300, 287, 336, 281, 348, 349, 197, 266, 25...	[ [ 0, 0, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...	Proliferating Epithelial	THD0011
[ [ 0, 0, 155.03875732421875, 0, 25.839794158935547, 0, 0, 0, 0, 129.198974609375, 0, 0, 0, 25.839794158935547, 103.35917663574219, 0, 25.839794158935547, 0, 25.839794158935547, 51.679588317871094, 0, 51.679588317871094, 0, ...	train	aaaabbfg-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", "...	aaaabbfg-1	[ "KRT18", "EPCAM", "MGST1", "KRT8", "RHOA", "PDIA3", "HIST1H1C", "MKI67", "TOP2A", "CD44", "NKX2-1", "PKM", "PCNA", "ICAM1", "HMGA1", "HES1", "IDH1", "HIF1A", "EREG", "ACTA2", "LMAN1", "PDIA4", "XBP1", "EHMT1", "EPAS1", "ANKRD28", "HERPUD1", "S100A2", "SLC25A4"...	[ 8, 7, 3, 6, 324, 194, 369, 328, 468, 426, 260, 371, 581, 100, 404, 438, 420, 275, 264, 255, 276, 258, 196, 14, 346, 427, 619, 184, 193, 31, 254, 478, 515, 450, 532, 117, 301, 46, 273, 231, 618, 594, 596, 247, 448, 180, 603, ...	[ [ 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, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 1, 0, 0,...	Proliferating Epithelial	THD0011
[ [ 0, 0, 65.57376861572266, 0, 32.78688430786133, 0, 0, 0, 0, 32.78688430786133, 0, 0, 0, 32.78688430786133, 163.93441772460938, 0, 0, 0, 0, 32.78688430786133, 0, 65.57376861572266, 0, 65.57376861572266, 0, 0, ...	train	aaaabbob-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", "...	aaaabbob-1	[ "PDIA3", "KRT8", "KRT18", "MGST1", "SFTPD", "EPCAM", "RHOA", "XBP1", "PKM", "MANF", "ITGB1", "HSPA5", "HIST1H1C", "ICAM1", "PDIA4", "PCNA", "EPAS1", "SELENOS", "HYOU1", "CD44", "ATF4", "CEACAM6", "VIM", "SPCS3", "PGC", "NKX2-1", "MYC", "LMAN1", "LAMP3", "HMG...	[ 8, 7, 3, 6, 426, 328, 324, 369, 507, 194, 468, 619, 438, 360, 306, 272, 260, 275, 427, 420, 193, 494, 273, 100, 46, 117, 603, 532, 433, 404, 389, 346, 332, 264, 506, 276, 408, 531, 263, 504, 390, 247, 231, 409, 225, 580, 357...	[ [ 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 0, 1, 0, 0, 1, 1, 1, 1, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0,...	AT2	THD0011
[ [ 0, 0, 701.75439453125, 0, 0, 0, 0, 0, 0, 87.71929931640625, 0, 0, 0, 0, 0, 0, 87.71929931640625, 0, 0, 87.71929931640625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...	train	aaaafgei-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", "...	aaaafgei-1	[ "VIM", "ACTA2", "EPAS1", "SPARCL1", "STAT6", "FN1", "PDGFRB", "ITGB1", "LUM", "RHOA", "NUCB2", "PDGFRA", "SPCS2", "PDIA4", "YAP1", "PECAM1", "COL3A1", "SOD2", "MKI67", "ZEB1", "PTGDS", "UBE2J1", "KDR", "HYOU1", "ATG7", "HSPA5", "HIF1A", "HES1", "HERPUD1", "W...	[ 8, 7, 3, 6, 603, 14, 193, 530, 544, 225, 425, 306, 353, 468, 408, 424, 531, 427, 620, 431, 136, 526, 371, 621, 454, 594, 312, 273, 48, 272, 258, 255, 254, 610, 134, 135, 469, 147, 151, 217, 169, 212, 409, 206, 602, 197, 528,...	[ [ 0, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...	Proliferating Mesenchymal	THD0011
[ [ 0, 0, 109.89010620117188, 0, 0, 0, 0, 109.89010620117188, 0, 0, 0, 0, 0, 0, 439.5604248046875, 0, 109.89010620117188, 0, 0, 0, 0, 0, 0, 219.78021240234375, 0, 0, 109.89010620117188, 0, 0, 0, ...	train	aaaaaapp-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", "...	aaaaaapp-1	[ "CEACAM6", "NKX2-1", "ATF4", "SFTPD", "VEGFA", "HSPA5", "ITGA3", "RTKN2", "ICAM1", "WWTR1", "COL4A3", "KRT8", "NAPSA", "DUOX1", "VIM", "ITGB1", "SFTA2", "SEC11C", "IRF1", "STAT1", "FN1", "XBP1", "BCL2L1", "CTNNB1", "GCLM", "RNASE1", "LUM", "NHSL2", "SOD2", "...	[ 8, 7, 3, 6, 117, 404, 46, 507, 602, 272, 301, 473, 275, 618, 137, 328, 394, 180, 603, 306, 504, 490, 296, 542, 225, 619, 58, 151, 231, 469, 353, 401, 526, 360, 544, 280, 61, 620, 14, 182, 26, 433, 193, 194, 48, 247, 191, 5...	[ [ 0, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...	AT1	THD0011
[ [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 87.71929931640625, 0, 0, 0, 87.71929931640625, 87.71929931640625, 0, 175.4385986328125, 0, 0, 0, 0, 0, 0, 0, 0, 0...	train	aaaabckp-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", "...	aaaabckp-1	[ "VIM", "EPAS1", "SFTPC", "SFTPD", "CD34", "SOD2", "ITGB1", "COL1A2", "DCN", "SPARCL1", "FN1", "HIST1H1C", "LUM", "IL7R", "CTNNB1", "PDGFRB", "PDIA6", "BMPR2", "PGC", "STAT6", "PECAM1", "RHOA", "CD44", "MGST1", "XBP1", "CLDN5", "WWTR1", "PDIA3", "SPCS2", "DUO...	[ 8, 7, 3, 6, 603, 193, 506, 507, 92, 526, 306, 135, 169, 530, 225, 260, 353, 294, 151, 425, 428, 61, 433, 544, 431, 468, 100, 369, 619, 126, 618, 426, 531, 180, 515, 194, 206, 489, 234, 254, 481, 261, 263, 438, 272, 276, 620,...	[ [ 0, 1, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...	gCap	THD0011
[ [ 0, 0, 0, 72.4637680053711, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 144.9275360107422, 0, 72.4637680053711, 0, 0, 0, 0, 0, 0, 72.4637680053711, 0, 0, 72.4637680053711, 0, 0, 0, 0, 0, 0, 144...	train	aaaabcmj-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", "...	aaaabcmj-1	[ "SFTPC", "SFTPD", "NAPSA", "SCGB3A2", "PGC", "HLA-DRA", "MGST1", "SOD2", "VIM", "YAP1", "RHOA", "ERLEC1", "DMBT1", "CD44", "TOP1", "EPCAM", "ATF4", "CCL2", "SPARCL1", "HIST1H1C", "HERPUD1", "SFTA2", "EHMT1", "PECAM1", "SLC25A4", "SEC11C", "GKN2", "DUOX1", "GCL...	[ 8, 7, 3, 6, 506, 507, 394, 489, 433, 263, 369, 526, 603, 620, 468, 197, 177, 100, 580, 194, 46, 72, 530, 260, 254, 504, 184, 431, 515, 490, 234, 180, 231, 178, 137, 469, 147, 214, 205, 427, 182, 266, 193, 273, 48, 61, 58, ...	[ [ 0, 1, 1, 1, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...	AT2	THD0011
[ [ 0, 0, 205.12820434570312, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 51.28205108642578, 0, 0, 0, 0, 0, 0, 0, 51.28205108642578, 0, 0, 51.28205108642578, 0, 0, 0, 0, 0, 0, 0, 0, ...	train	aaaabbhg-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", "...	aaaabbhg-1	[ "PGC", "SFTPD", "DMBT1", "XBP1", "CD44", "NKX2-1", "VIM", "NAPSA", "SCGB3A2", "SFTA2", "SFTPC", "HIST1H1C", "PLIN2", "DUOX1", "MGST1", "DCN", "SOD2", "ACTA2", "YAP1", "RHOA", "LAMP3", "COL1A1", "EPCAM", "PKM", "CST3", "FN1", "COL3A1", "HIF1A", "SPARCL1", "EG...	[ 8, 7, 3, 6, 433, 507, 177, 619, 100, 404, 603, 394, 489, 504, 506, 260, 442, 180, 369, 169, 526, 14, 620, 468, 332, 134, 194, 438, 147, 225, 136, 258, 530, 182, 276, 541, 531, 478, 544, 357, 353, 409, 580, 454, 618, 306, 193...	[ [ 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 1, 0, 1, 0, 1, 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,...	AT2	THD0011
[ [ 0, 0, 212.76596069335938, 0, 0, 0, 0, 0, 106.38298034667969, 0, 0, 0, 0, 106.38298034667969, 106.38298034667969, 0, 0, 0, 0, 106.38298034667969, 0, 0, 0, 106.38298034667969, 0, 0, 0, 0, 0, 0, ...	train	aaaabcgp-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", "...	aaaabcgp-1	[ "VIM", "EPAS1", "IL7R", "HERPUD1", "FN1", "PECAM1", "COL1A2", "FCN3", "HEY1", "ACTA2", "COL3A1", "HLA-DRA", "PTGDS", "RNASE1", "DMBT1", "DDIT3", "CEACAM6", "GNG11", "GZMB", "DCN", "HIF1A", "HLA-DQA1", "CTNNB1", "IFIT2", "CD44", "STAT6", "SPARCL1", "SOX4", "SFT...	[ 8, 7, 3, 6, 603, 193, 294, 254, 225, 431, 135, 217, 257, 14, 136, 263, 454, 469, 177, 171, 117, 238, 249, 169, 258, 261, 151, 279, 100, 544, 530, 528, 506, 483, 442, 278, 427, 424, 366, 353, 348, 306, 620, 426, 89, 621, 27, ...	[ [ 0, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...	gCap	THD0011
[ [ 0, 0, 65.3594741821289, 0, 0, 65.3594741821289, 0, 0, 0, 65.3594741821289, 0, 0, 0, 0, 326.79736328125, 0, 0, 0, 0, 65.3594741821289, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...	train	aaaabckb-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", "...	aaaabckb-1	[ "PGC", "SFTPC", "SFTPD", "NAPSA", "NKX2-1", "CD44", "DUOX1", "ATF4", "LAMP3", "HIST1H1C", "SOD2", "VIM", "MGST1", "CFTR", "EPAS1", "HERPUD1", "FN1", "HLA-DRA", "DMBT1", "LUM", "SFTA2", "COL1A1", "HSPA5", "TOP1", "EPCAM", "DDIT3", "KRT18", "RNASE1", "RHOA", "...	[ 8, 7, 3, 6, 433, 506, 507, 394, 404, 100, 180, 46, 332, 260, 526, 603, 369, 120, 193, 254, 225, 263, 177, 353, 504, 134, 272, 580, 194, 171, 324, 469, 468, 137, 23, 306, 531, 596, 169, 31, 52, 541, 519, 544, 147, 135, 619, ...	[ [ 0, 1, 1, 1, 1, 1, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...	AT2	THD0011
[ [ 0, 0, 67.56756591796875, 0, 0, 67.56756591796875, 0, 67.56756591796875, 0, 0, 0, 0, 0, 0, 67.56756591796875, 67.56756591796875, 0, 0, 0, 0, 0, 0, 67.56756591796875, 67.56756591796875, 202.70269775390625, 0, ...	train	aaaabcma-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", "...	aaaabcma-1	[ "MRC1", "VIM", "CD14", "LUM", "MS4A7", "FCER1G", "LYZ", "SOD2", "RHOA", "ITGB1", "HLA-DQA1", "HIST1H1C", "HERPUD1", "HLA-DRA", "BCL2L11", "HAVCR2", "CST3", "FCGBP", "GPR183", "C1QC", "HIF1A", "COL3A1", "RNASE1", "PTPRC", "CD68", "CD44", "IDH1", "POSTN", "DUOX1...	[ 8, 7, 3, 6, 379, 603, 80, 353, 383, 211, 357, 526, 468, 306, 261, 260, 254, 263, 59, 253, 147, 212, 242, 66, 258, 136, 469, 456, 102, 100, 276, 446, 180, 324, 619, 304, 431, 264, 262, 23, 602, 47, 46, 26, 225, 473, 151, 47...	[ [ 0, 1, 1, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...	Macrophages	THD0011
[ [ 0, 0, 0, 0, 0, 175.4385986328125, 0, 0, 0, 58.479530334472656, 0, 0, 0, 0, 0, 0, 175.4385986328125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 58.479530334472656, 0, 116.95906066894531, 0, 0, 0, 643...	train	aaaabama-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", "...	aaaabama-1	[ "VIM", "HMOX1", "CCL18", "HLA-DRA", "LYZ", "MRC1", "ICAM1", "HLA-DQA1", "CCL2", "CD44", "XBP1", "IDH1", "FCER1G", "RNASE1", "HAVCR2", "CD68", "MARCO", "RHOA", "AIF1", "PLIN2", "PKM", "ATG7", "CTNNB1", "HIF1A", "NKX2-1", "STAT6", "PDIA3", "IL7R", "PDIA6", "IT...	[ 8, 7, 3, 6, 603, 266, 71, 263, 357, 379, 275, 261, 72, 100, 619, 276, 211, 469, 253, 102, 362, 468, 23, 442, 438, 48, 151, 258, 404, 544, 426, 294, 428, 306, 602, 66, 513, 526, 103, 517, 242, 506, 231, 481, 390, 147, 401, ...	[ [ 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 0, 1, 0, 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, 0, 0, 0, 0, 0,...	SPP1+ Macrophages	THD0011
[ [ 0, 0, 0, 194.1747589111328, 0, 0, 0, 291.26214599609375, 0, 0, 0, 0, 0, 0, 388.3495178222656, 0, 0, 0, 0, 97.0873794555664, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0...	train	aaaabamh-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", "...	aaaabamh-1	[ "RHOA", "PGC", "NKX2-1", "SFTPC", "ATF4", "SFTPD", "DUOX1", "VIM", "SFTA2", "AKR1C1", "VEGFA", "KRT8", "CD44", "PDIA3", "STAT6", "NAPSA", "YAP1", "EPAS1", "FN1", "AGER", "CEACAM6", "NUTF2", "MYDGF", "RTKN2", "HERPUD1", "SLC25A4", "HIF1A", "HIST1H1C", "SEC11C",...	[ 8, 7, 3, 6, 468, 433, 404, 506, 46, 507, 180, 603, 504, 26, 602, 328, 100, 426, 544, 394, 620, 193, 225, 21, 117, 409, 390, 473, 254, 515, 258, 260, 490, 263, 408, 266, 272, 428, 276, 410, 619, 308, 182, 177, 610, 301, 324, ...	[ [ 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...	AT2	THD0011
[ [ 0, 0, 56.17977523803711, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 280.89886474609375, 0, 0, 0, 0, 0, 0, 0, 0, 56.17977523803711, 0, 0, 56.17977523803711, 0, 0, 0, 0, 0, 0, 0, 0, ...	train	aaaabbhf-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", "...	aaaabbhf-1	[ "SFTPC", "NAPSA", "PGC", "SFTPD", "KRT18", "PKM", "DUOX1", "LAMP3", "YAP1", "ATF4", "CD44", "HSPA5", "NKX2-1", "CEACAM6", "HIST1H1C", "EPCAM", "PDIA3", "VIM", "HIF1A", "KRT8", "EGFR", "RHOA", "PDIA4", "ITGB1", "IDH1", "MGST1", "HLA-DRA", "HERPUD1", "XBP1", "...	[ 8, 7, 3, 6, 506, 394, 433, 507, 324, 438, 180, 332, 620, 46, 100, 272, 404, 117, 260, 194, 426, 603, 258, 328, 182, 468, 427, 306, 276, 369, 263, 254, 619, 197, 390, 247, 580, 177, 504, 420, 515, 517, 519, 234, 389, 151, 490...	[ [ 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 0, 1, 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, 0, 0, 0, 0, 0,...	AT2	THD0011
[ [ 0, 0, 103.09278106689453, 0, 0, 515.4639282226562, 0, 0, 0, 0, 0, 0, 0, 0, 103.09278106689453, 103.09278106689453, 103.09278106689453, 0, 0, 0, 0, 0, 0, 0, 0, 0, 103.09278106689453, 0, 0, 0, ...	train	aaaabbii-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", "...	aaaabbii-1	[ "VIM", "CD14", "MS4A7", "AIF1", "LUM", "FCER1G", "FN1", "LYZ", "ITGB1", "HIST1H1C", "MRC1", "PKM", "PTPRC", "GSR", "SPCS3", "IDH1", "HLA-DRA", "CD68", "YAP1", "GPR183", "TGFB1", "DCN", "RNASE1", "HMOX1", "HMGA1", "PLIN2", "EPAS1", "PDIA6", "PDIA3", "S100A8",...	[ 8, 7, 3, 6, 603, 80, 383, 23, 353, 211, 225, 357, 306, 260, 379, 438, 456, 247, 532, 276, 263, 102, 620, 242, 556, 169, 469, 266, 264, 442, 193, 428, 426, 480, 258, 255, 147, 97, 100, 214, 541, 163, 253, 184, 47, 346, 348, ...	[ [ 0, 1, 1, 0, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...	Macrophages	THD0011
[ [ 0, 0, 0, 0, 0, 169.4915313720703, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 84.74576568603516, 0, 0, 169.4915313720703, 0, 0, 0, 0, 84.74576568603516, 0, 84.74576568603516, 0, 84.74576568603516, 0, 0, ...	train	aaaabbka-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", "...	aaaabbka-1	[ "HLA-DRA", "LYZ", "VIM", "CD44", "SLC1A3", "CCL18", "FCER1G", "MS4A7", "HLA-DQA1", "MRC1", "HERPUD1", "SOD2", "PKM", "IDH1", "HSPA5", "XBP1", "EPAS1", "ITGB1", "FN1", "AIF1", "VEGFA", "AXL", "CTNNB1", "CD68", "CD14", "HIF1A", "HLA-DQB1", "HIST1H1C", "SSR3", ...	[ 8, 7, 3, 6, 263, 357, 603, 100, 513, 71, 211, 383, 261, 379, 254, 526, 438, 276, 272, 619, 193, 306, 225, 23, 602, 52, 151, 102, 80, 258, 262, 260, 541, 294, 487, 481, 214, 469, 410, 448, 446, 426, 442, 180, 390, 135, 431, ...	[ [ 0, 1, 1, 1, 0, 1, 0, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...	Macrophages	THD0011
[ [ 0, 0, 0, 0, 0, 204.08163452148438, 0, 306.1224365234375, 204.08163452148438, 0, 0, 0, 0, 0, 102.04081726074219, 102.04081726074219, 0, 0, 0, 0, 0, 102.04081726074219, 102.04081726074219, 0, 0, 0, 102.040817...	train	aaaabbjd-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", "...	aaaabbjd-1	[ "VIM", "FN1", "PLIN2", "PKM", "LGALS1", "HES1", "AKR1C1", "IDH1", "ITGB1", "AKR1C2", "LYZ", "CCL18", "HMOX1", "HMGA1", "HLA-DRA", "HIF1A", "MYC", "AIF1", "COL1A2", "KRT18", "KRT8", "PDIA3", "TGFB1", "MAL", "CD1A", "CD2", "COL4A3", "COL3A1", "COL1A1", "HLA-DQ...	[ 8, 7, 3, 6, 603, 225, 442, 438, 336, 255, 26, 276, 306, 27, 357, 71, 266, 264, 263, 258, 389, 23, 135, 324, 328, 426, 556, 358, 83, 85, 137, 136, 134, 262, 261, 191, 456, 448, 526, 78, 231, 542, 193, 468, 619, 46, 596, 47,...	[ [ 0, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...	Proliferating Myeloid	THD0011
[ [ 0, 0, 86.20689392089844, 0, 0, 0, 0, 0, 0, 86.20689392089844, 0, 0, 0, 0, 86.20689392089844, 0, 0, 86.20689392089844, 0, 0, 0, 0, 0, 0, 86.20689392089844, 0, 0, 0, 0, 0, 0, 0, 0, ...	train	aaaabbff-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", "...	aaaabbff-1	[ "VIM", "LUM", "FN1", "PLIN2", "CD44", "CD8A", "HIF1A", "PTPRC", "PTGDS", "HIST1H1C", "RHOA", "SOD2", "CCL5", "CD69", "CD3E", "CD247", "FAS", "KLRC1", "TRAC", "SPCS3", "YAP1", "IDH1", "HSPA5", "SPCS2", "CD3D", "ITGAV", "ITGAE", "CD68", "ICAM1", "SMAD4", "SE...	[ 8, 7, 3, 6, 603, 353, 225, 442, 100, 110, 258, 456, 454, 260, 468, 526, 75, 103, 95, 87, 206, 317, 585, 532, 620, 276, 272, 531, 94, 304, 302, 102, 275, 519, 490, 136, 221, 425, 266, 369, 253, 450, 248, 193, 194, 433, 390, ...	[ [ 0, 1, 0, 1, 0, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...	T-cells	THD0011
[ [ 0, 0, 60.240962982177734, 0, 0, 60.240962982177734, 0, 0, 60.240962982177734, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 60.240962982177734, 60.240962982177734, 120.48192596435547, 0, 0, 0, 0, 0, 0, ...	train	aaaabbkf-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", "...	aaaabbkf-1	[ "VIM", "FN1", "LUM", "COL3A1", "FCER1G", "HERPUD1", "SPP1", "GPR183", "HMOX1", "HLA-DRA", "EPAS1", "COL1A2", "LYZ", "MS4A7", "SLC1A3", "ITGAM", "PLIN2", "PTPRC", "PCNA", "PDIA3", "HLA-DQB1", "IDH1", "HIST1H1C", "HIF1A", "HAVCR2", "CTNNB1", "DCN", "PDGFRA", "PK...	[ 8, 7, 3, 6, 603, 225, 353, 136, 211, 254, 536, 242, 266, 263, 193, 135, 357, 383, 513, 303, 442, 456, 420, 426, 262, 276, 260, 258, 253, 151, 169, 424, 438, 526, 390, 428, 306, 336, 58, 305, 602, 101, 149, 103, 27, 379, 55, ...	[ [ 0, 1, 1, 1, 0, 0, 0, 0, 1, 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, 0, 0, 0, 0, 0, 0, 0,...	SPP1+ Macrophages	THD0011
[ [ 0, 0, 103.09278106689453, 0, 0, 206.18556213378906, 0, 103.09278106689453, 0, 0, 0, 0, 0, 206.18556213378906, 206.18556213378906, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 103.09278106689453, 103.09278106689453,...	train	aaaabdco-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", "...	aaaabdco-1	[ "VIM", "CD68", "LYZ", "HLA-DRA", "RHOA", "ITGB1", "FN1", "SMAD4", "EGFR", "HMOX1", "MRC1", "HIST1H1C", "ITGAV", "CEACAM6", "ATF4", "ICAM1", "CTNNB1", "SOD2", "XBP1", "AIF1", "ATF3", "DCN", "PDIA6", "SPCS2", "SPCS3", "HSPA5", "CD86", "HERPUD1", "OAS2", "CST3"...	[ 8, 7, 3, 6, 603, 102, 357, 263, 468, 306, 225, 519, 182, 266, 379, 260, 304, 117, 46, 275, 151, 526, 619, 23, 45, 169, 428, 531, 532, 272, 109, 254, 410, 147, 411, 214, 211, 448, 446, 178, 426, 442, 438, 191, 194, 513, 544, ...	[ [ 0, 0, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...	gCap	THD0011
[ [ 0, 0, 123.456787109375, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 61.7283935546875, 0, 0, 0, 0, 0, 0, 0, 0, 61.7283935546875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 123.45...	train	aaaabbfh-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", "...	aaaabbfh-1	[ "VIM", "ICAM1", "COL1A1", "LUM", "COL3A1", "COL1A2", "PDGFRA", "FN1", "CD44", "ITGB1", "HIF1A", "FAP", "SOD2", "LMAN1", "CST3", "LGALS1", "CCN2", "CTHRC1", "TGFB1", "XBP1", "ACTA2", "WWTR1", "PKM", "FGF7", "LYZ", "HLA-DRA", "SPRY2", "CRELD2", "GKN2", "SPCS3"...	[ 8, 7, 3, 6, 603, 275, 134, 353, 136, 135, 424, 225, 100, 306, 258, 205, 526, 346, 147, 336, 76, 149, 556, 619, 14, 618, 438, 221, 357, 263, 537, 144, 234, 532, 394, 530, 529, 255, 247, 428, 400, 220, 523, 426, 620, 193, 433,...	[ [ 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...	Fibroblasts	THD0011
[ [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 66.22516632080078, 264.9006652832031, 0, 0, 0, 66.22516632080078, 0, 0, 0, 0, 66.22516632080078, 0, 0, 66.22516632080078, 0, 0, 0, 0, 0, 0, ...	train	aaaabbmm-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", "...	aaaabbmm-1	[ "VIM", "LYZ", "FN1", "PKM", "LUM", "ITGB1", "ITGAX", "ATF4", "PDIA3", "KRT8", "CD44", "HIF1A", "FKBP11", "CST3", "COL1A2", "HLA-DQA1", "COL1A1", "MAL", "COL3A1", "MS4A7", "UCHL3", "RHOA", "CXCR4", "CD14", "STAT6", "EPAS1", "GPR183", "GSR", "MRC1", "HERPUD1",...	[ 8, 7, 3, 6, 603, 357, 225, 438, 353, 306, 305, 46, 426, 328, 100, 258, 224, 147, 135, 261, 134, 358, 136, 383, 596, 468, 163, 80, 544, 193, 242, 247, 379, 254, 260, 528, 514, 169, 400, 149, 408, 151, 420, 456, 211, 177, 448,...	[ [ 0, 1, 1, 0, 1, 1, 1, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...	Interstitial Macrophages	THD0011
[ [ 0, 0, 0, 0, 0, 120.48192596435547, 0, 120.48192596435547, 120.48192596435547, 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...	train	aaaabdch-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", "...	aaaabdch-1	[ "LYZ", "VIM", "HLA-DRA", "GPR183", "SOD2", "VEGFA", "RNASE1", "FCER1G", "HERPUD1", "CD44", "CD68", "CD86", "HSPA5", "MRC1", "EPAS1", "HLA-DQA1", "PDIA3", "PLIN2", "HIF1A", "HIST1H1C", "HLA-DQB1", "STAT1", "ITGB1", "SEC11C", "S100A8", "RHOA", "PCNA", "PPARG", "...	[ 8, 7, 3, 6, 357, 603, 263, 242, 526, 602, 469, 211, 254, 100, 102, 109, 272, 379, 193, 261, 426, 442, 258, 260, 262, 542, 306, 490, 480, 468, 420, 448, 445, 438, 253, 71, 431, 27, 67, 273, 324, 26, 23 ]	[ [ 0, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 1, 0, 1, 0, 0...	Macrophages	THD0011
[ [ 0, 0, 543.478271484375, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 217.3913116455078, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 108.6956558227539, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 108....	train	aaaafgpg-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", "...	aaaafgpg-1	[ "VIM", "EPAS1", "ACTA2", "FN1", "MEG3", "CSPG4", "HIF1A", "SPARCL1", "PDGFRB", "DCN", "UBE2J1", "RHOA", "HEY1", "ATF4", "FCN3", "CST3", "LUM", "ITGB1", "COL3A1", "SFTPC", "SLC2A1", "CD44", "CD4", "CD34", "PRDX4", "PLIN2", "PGC", "ZEB1", "PDIA4", "PDIA3", "...	[ 8, 7, 3, 6, 603, 193, 14, 225, 366, 146, 258, 530, 425, 169, 594, 468, 257, 46, 217, 147, 353, 306, 136, 506, 516, 100, 97, 92, 450, 442, 433, 621, 427, 426, 206, 389, 260, 261, 273, 335, 326, 324, 300, 304, 428, 532, 309, ...	[ [ 0, 1, 0, 0, 1, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...	Fibroblasts	THD0011
[ [ 0, 0, 0, 0, 0, 135.1351318359375, 0, 0, 0, 0, 0, 0, 0, 45.0450439453125, 180.18017578125, 0, 45.0450439453125, 45.0450439453125, 0, 0, 0, 45.0450439453125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...	train	aaaaabbg-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", "...	aaaaabbg-1	[ "VIM", "HLA-DRA", "LYZ", "MRC1", "CD44", "CD68", "CTNNB1", "MARCO", "FCGR3A", "GPR183", "PKM", "PLIN2", "HLA-DQA1", "FN1", "CST3", "IL7R", "ATF4", "CD14", "RHOA", "VEGFA", "HSPA5", "AIF1", "PDIA6", "PDIA3", "CCL2", "ITGAX", "HERPUD1", "EREG", "SPCS3", "SPCS2...	[ 8, 7, 3, 6, 603, 263, 357, 379, 100, 102, 151, 362, 214, 242, 438, 442, 261, 225, 147, 294, 46, 80, 468, 602, 272, 23, 428, 426, 72, 305, 254, 196, 532, 531, 363, 466, 253, 109, 519, 513, 262, 383, 494, 390, 481, 176, 211, ...	[ [ 0, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 0, 0, 0, 1, 0, 0, 1, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...	FABP4+ Macrophages	THD0011
[ [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 243.90243530273438, 0, 243.90243530273438, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...	train	aaaabbgc-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", "...	aaaabbgc-1	[ "SPARCL1", "VIM", "PDGFRB", "SFTPC", "STAT6", "SCGB3A2", "FN1", "NAPSA", "EPAS1", "BMPR2", "BCL2L11", "PECAM1", "CTNNB1", "SFTPD", "WWTR1", "SELENOS", "EGFR", "XBP1", "ERLEC1", "FKBP11", "HERPUD1", "HES1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HSPA5", "ITGB1", "KLRC...	[ 8, 7, 3, 6, 530, 603, 425, 506, 544, 489, 225, 394, 193, 61, 59, 431, 151, 507, 618, 494, 182, 619, 197, 224, 254, 255, 258, 260, 261, 272, 306, 317, 357, 575, 531, 523, 400, 409, 177, 427, 515, 433, 438, 456, 468, 504, 294,...	[ [ 0, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], ...	Alveolar FBs	THD0011
[ [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 105.2631607055664, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 105.2631607055664, 0, 0, 0, 0, 0, 0, 105.2631607055664, ...	train	aaaabcmf-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", "...	aaaabcmf-1	[ "VIM", "PECAM1", "EPAS1", "FN1", "ITGB1", "PDIA3", "FCN3", "SPARCL1", "IL7R", "CD34", "HERPUD1", "LYZ", "KRT8", "XBP1", "SFTPC", "PKM", "KLRB1", "CD44", "FCGR3A", "EGFR", "EHMT1", "VEGFA", "FAS", "HIF1A", "PLIN2", "STAT6", "CCN2", "CST3", "TGFB1", "HSPA5", ...	[ 8, 7, 3, 6, 603, 431, 193, 225, 306, 426, 217, 530, 294, 92, 254, 357, 328, 619, 506, 438, 316, 100, 214, 182, 184, 602, 206, 258, 442, 544, 76, 147, 556, 272, 273, 263, 346, 68, 305, 163, 590, 280, 51, 454, 151, 580 ]	[ [ 0, 1, 1, 1, 1, 1, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 1, 0...	gCap	THD0011
[ [ 0, 0, 0, 92.59259033203125, 0, 185.1851806640625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 185.1851806640625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 185.1851806640625, 0, 0...	train	aaaabcmd-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", "...	aaaabcmd-1	[ "VIM", "EPAS1", "PECAM1", "IFIT3", "LYZ", "HERPUD1", "HMOX1", "SOD2", "SPCS3", "RHOA", "PLIN2", "FCER1G", "PDIA3", "IL7R", "DDIT3", "CTNNB1", "CD44", "CCL2", "FN1", "FCN3", "ITGB1", "AXIN2", "HIST1H1C", "HLA-DRA", "AIF1", "GPR183", "SNAI1", "ITGA3", "CDH26", ...	[ 8, 7, 3, 6, 603, 193, 431, 280, 357, 254, 266, 526, 532, 468, 442, 211, 426, 294, 171, 151, 100, 72, 225, 217, 306, 51, 260, 263, 23, 242, 522, 301, 113, 507, 481, 135, 143, 346, 310, 169, 278, 363, 276, 352, 353, 427, 425, ...	[ [ 0, 1, 0, 0, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...	gCap	THD0011
[ [ 0, 0, 0, 0, 0, 0, 0, 0, 84.74576568603516, 0, 0, 0, 0, 84.74576568603516, 0, 0, 84.74576568603516, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...	train	aaaabbgp-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", "...	aaaabbgp-1	[ "SFTPC", "SFTPD", "PGC", "NAPSA", "RHOA", "YAP1", "LAMP3", "PKM", "HSPA5", "EGFR", "FN1", "NKX2-1", "MGST1", "SCGB3A2", "XBP1", "HLA-DRA", "LYZ", "KRT18", "SELENOS", "RNASE1", "CD44", "DMBT1", "HERPUD1", "LMAN1", "HES1", "SMAD4", "SSR3", "COL1A2", "NFKB1", "...	[ 8, 7, 3, 6, 506, 507, 433, 394, 468, 620, 332, 438, 272, 182, 225, 404, 369, 489, 619, 263, 357, 324, 494, 469, 100, 177, 254, 346, 255, 519, 541, 135, 400, 490, 390, 542, 537, 426, 206, 180, 427, 301, 27, 603, 45, 504, 420,...	[ [ 0, 1, 1, 1, 1, 1, 0, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...	AT2	THD0011
[ [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 128.2051239013672, 0, 0, 0, 0, 128.2051239013672, 0, 128.2051239013672, 0, 0, 128.2051239013672, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0...	train	aaaabcgo-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", "...	aaaabcgo-1	[ "VIM", "FN1", "EPAS1", "PDGFRB", "HSPA5", "SPARCL1", "LUM", "PGC", "PTGDS", "STAT6", "COL3A1", "COL1A2", "MAL", "ITGB1", "SFTPD", "PLIN2", "HLA-DRA", "HIST1H1C", "HIF1A", "HES1", "SPCS3", "SOX4", "EHMT1", "DCN", "GNG11", "PDGFRA", "SFTPC", "CCN2", "FKBP11", ...	[ 8, 7, 3, 6, 603, 225, 193, 425, 272, 530, 353, 433, 454, 544, 136, 135, 358, 306, 507, 442, 263, 260, 258, 255, 532, 528, 184, 169, 238, 424, 506, 76, 224, 134, 146, 469, 426, 468, 151, 97, 379, 621, 526, 590, 336, 31, 46, ...	[ [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...	SMCs	THD0011
[ [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 97.56097412109375, 0, 0, 0, 0, 97.56097412109375, 0, 0, 0, 0, 0, 0, 0, 0, 97.56097412109375, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...	train	aaaabbil-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", "...	aaaabbil-1	[ "SFTPC", "SFTPD", "NAPSA", "XBP1", "DMBT1", "MGST1", "PGC", "CD44", "SFTA2", "HLA-DRA", "KRT18", "VIM", "SOD2", "PDIA3", "KRT8", "YAP1", "FN1", "LAMP3", "RHOA", "RNASE1", "TOP1", "EPCAM", "SPCS3", "HIST1H1C", "NKX2-1", "BCL2L1", "ATF4", "ERLEC1", "DUOX1", "A...	[ 8, 7, 3, 6, 506, 507, 394, 619, 177, 369, 433, 100, 504, 263, 324, 603, 526, 426, 328, 620, 225, 332, 468, 469, 580, 194, 532, 260, 404, 58, 46, 197, 180, 31, 151, 254, 169, 390, 442, 489, 234, 438, 409, 408, 515, 182, 431, ...	[ [ 0, 1, 1, 1, 1, 1, 1, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...	AT2	THD0011
[ [ 0, 0, 430.1075134277344, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 215.0537567138672, 0, 107.5268783569336, 0, 0, 0, 0, 0, 0, 107.5268783569336, 0, 0, 215.0537567138672, 0, 0, 0, 0, 0, 0, ...	train	aaaabcjg-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", "...	aaaabcjg-1	[ "FN1", "SPARCL1", "VIM", "JCHAIN", "XBP1", "ACTA2", "CSPG4", "PDGFRB", "HIST1H1C", "HERPUD1", "EPAS1", "BMPR2", "DCN", "ITGA3", "ATF4", "FKBP11", "HAS2", "SELENOS", "CD34", "SPCS3", "CD27", "EHMT1", "SEC11C", "CRELD2", "COL1A1", "COL1A2", "NUCB2", "NUTF2", "CD...	[ 8, 7, 3, 6, 225, 530, 603, 310, 619, 14, 146, 425, 260, 254, 193, 61, 169, 301, 46, 224, 252, 494, 92, 532, 88, 184, 490, 144, 134, 135, 408, 409, 80, 424, 426, 454, 450, 428, 178, 438, 401, 261, 437, 58, 306, 346, 263, 48...	[ [ 0, 1, 1, 0, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...	SMCs	THD0011
[ [ 0, 0, 0, 0, 0, 91.74311828613281, 0, 91.74311828613281, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 366.97247314453125, 91.74311828613281, ...	train	aaaabcip-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", "...	aaaabcip-1	[ "VIM", "ITGB1", "CCL2", "LYZ", "HLA-DRA", "GNG11", "FN1", "HERPUD1", "PTGDS", "CD34", "FABP4", "LUM", "MRC1", "SPCS3", "FCGR3A", "CTNNB1", "RNASE1", "SPCS2", "PECAM1", "CD44", "SOD2", "JCHAIN", "DMBT1", "COL15A1", "RHOA", "SELENOS", "CD8A", "SNAI2", "SOX4", ...	[ 8, 7, 3, 6, 603, 306, 72, 357, 263, 238, 225, 254, 454, 92, 202, 353, 379, 532, 214, 151, 469, 531, 431, 100, 526, 310, 177, 133, 468, 494, 110, 523, 528, 481, 135, 294, 211, 326, 305, 304, 336, 275, 272, 193, 266, 260, 258,...	[ [ 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...	Lymphatic/DCs	THD0011
[ [ 0, 0, 207.25389099121094, 0, 0, 51.813472747802734, 0, 0, 0, 0, 0, 0, 0, 0, 51.813472747802734, 0, 0, 0, 51.813472747802734, 155.44041442871094, 0, 0, 0, 0, 0, 0, 51.813472747802734, 0, 0, 0, ...	train	aaaabcka-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", "...	aaaabcka-1	[ "VIM", "SOD2", "COL3A1", "FN1", "RHOA", "LUM", "EPAS1", "COL1A1", "SPARCL1", "DCN", "COL1A2", "HIST1H1C", "HERPUD1", "ACTA2", "ICAM1", "PECAM1", "CCN2", "CST3", "YAP1", "FGF7", "ITGB1", "AXL", "PDGFRA", "HMOX1", "SOX9", "PDIA3", "STAT6", "LYZ", "TGFB1", "SPC...	[ 8, 7, 3, 6, 603, 526, 136, 225, 468, 353, 193, 134, 530, 169, 135, 260, 254, 14, 275, 431, 76, 147, 620, 221, 306, 52, 424, 266, 529, 426, 544, 357, 556, 532, 182, 151, 23, 405, 528, 184, 206, 619, 442, 258, 389, 425, 519, ...	[ [ 0, 1, 1, 1, 1, 1, 0, 1, 0, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...	Fibroblasts	THD0011
[ [ 0, 0, 48.780487060546875, 48.780487060546875, 0, 48.780487060546875, 0, 0, 0, 97.56097412109375, 0, 0, 0, 0, 97.56097412109375, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...	train	aaaabckm-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", "...	aaaabckm-1	[ "SFTPC", "HLA-DRA", "SFTPD", "HMOX1", "NAPSA", "VIM", "DMBT1", "PLIN2", "NKX2-1", "RHOA", "XBP1", "CD44", "TOP1", "ITGB1", "SFTA2", "SOD2", "SPCS2", "DUOX1", "YAP1", "PGC", "IDH1", "PDIA6", "HSPA5", "PDIA3", "ITGB6", "ERLEC1", "SCGB3A2", "MRC1", "COL3A1", "M...	[ 8, 7, 3, 6, 506, 263, 507, 266, 394, 603, 177, 442, 404, 468, 619, 100, 580, 306, 504, 526, 531, 180, 620, 433, 276, 428, 272, 426, 308, 197, 489, 379, 136, 362, 102, 151, 369, 469, 390, 135, 254, 360, 594, 46, 324, 31, 305,...	[ [ 0, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 1, 1, 0, 0, 1, 0, 1, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...	Proliferating Epithelial	THD0011
[ [ 0, 0, 50.50505065917969, 0, 0, 101.01010131835938, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 50.50505065917969, 0, 101.01010131835938, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 101.01010131835938, ...	train	aaaaband-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", "...	aaaaband-1	[ "VIM", "HLA-DRA", "LYZ", "SPP1", "CD14", "RHOA", "MARCO", "PDIA3", "FCER1G", "CCL2", "IL7R", "HSPA5", "VEGFA", "CD44", "MS4A7", "MRC1", "RNASE1", "KRT8", "PPARG", "HIF1A", "HES1", "ITGB1", "AIF1", "HMGA1", "SOD2", "CD86", "HERPUD1", "CTNNB1", "GPR183", "CD68...	[ 8, 7, 3, 6, 603, 263, 357, 536, 80, 468, 362, 426, 211, 72, 294, 272, 602, 100, 383, 379, 469, 328, 448, 258, 255, 306, 23, 264, 526, 109, 254, 151, 242, 102, 71, 532, 431, 438, 55, 596, 14, 519, 428, 420, 253, 513, 371, 5...	[ [ 0, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 0, 0, 0, 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, 0, 0, 0, 0, 0, 0,...	SPP1+ Macrophages	THD0011
[ [ 0, 0, 29.498525619506836, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 353.9822998046875, 29.498525619506836, 29.498525619506836, 0, 0, 0, 0, 29.498525619506836, 0, 176.99114990234375, 0, 0, 29.498525619506836, 0, ...	train	aaaabbgn-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", "...	aaaabbgn-1	[ "SFTPC", "SFTPD", "NAPSA", "ATF4", "LAMP3", "MGST1", "PLIN2", "IDH1", "KRT18", "CEACAM6", "HIF1A", "PDIA3", "NKX2-1", "CD44", "VIM", "BCL2L1", "XBP1", "HSPA5", "RHOA", "COL3A1", "SEC11C", "PKM", "TOP1", "CTNNB1", "DMBT1", "KRT8", "YAP1", "EGFR", "VEGFA", "LU...	[ 8, 7, 3, 6, 506, 507, 394, 46, 332, 369, 442, 276, 324, 117, 258, 426, 404, 100, 603, 58, 619, 272, 468, 136, 490, 438, 580, 151, 177, 328, 620, 182, 602, 353, 515, 428, 225, 301, 194, 264, 135, 541, 134, 263, 254, 169, 180,...	[ [ 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 1, 0, 0, 0, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...	Proliferating Epithelial	THD0011
[ [ 0, 0, 42.553192138671875, 0, 42.553192138671875, 42.553192138671875, 0, 42.553192138671875, 0, 85.10638427734375, 0, 0, 0, 0, 85.10638427734375, 0, 0, 0, 0, 0, 0, 42.553192138671875, 0, 42.553192138671875, 0, 0...	train	aaaabbgh-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", "...	aaaabbgh-1	[ "COL3A1", "COL1A2", "LUM", "DCN", "FN1", "VIM", "COL1A1", "SFTPC", "ITGB1", "MGST1", "CD44", "HIF1A", "PDIA3", "POSTN", "RHOA", "SOD2", "PTGDS", "FAP", "PGC", "MAL", "YAP1", "HIST1H1C", "ATF4", "TGFB1", "CEACAM5", "CCN2", "STAT1", "HYOU1", "SLC25A37", "PKM",...	[ 8, 7, 3, 6, 136, 135, 353, 169, 225, 603, 134, 506, 306, 369, 100, 258, 426, 446, 468, 526, 454, 205, 433, 358, 620, 260, 46, 556, 116, 76, 542, 273, 514, 438, 193, 31, 532, 619, 531, 147, 450, 177, 254, 23, 114, 456, 427, ...	[ [ 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 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, 0, 0, 0, 0, 0,...	Proliferating Mesenchymal	THD0011
[ [ 0, 0, 0, 0, 0, 120.48192596435547, 0, 0, 0, 60.240962982177734, 0, 0, 0, 0, 60.240962982177734, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 60.240962982177734, 0, 0, 0, 0, 0, 0, ...	train	aaaabbgb-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", "...	aaaabbgb-1	[ "COL1A1", "COL3A1", "LUM", "FN1", "VIM", "COL1A2", "POSTN", "PTGDS", "DCN", "SFTPC", "PDGFRA", "HSPA5", "HLA-DRA", "YAP1", "SPARCL1", "HLA-DQA1", "SFTPD", "CCNB2", "RHOA", "MYDGF", "SOD2", "AIF1", "TREM2", "SNAI2", "GZMB", "MS4A7", "CEACAM5", "MYC", "ANKRD28",...	[ 8, 7, 3, 6, 134, 136, 353, 225, 603, 135, 446, 454, 169, 506, 424, 272, 263, 620, 530, 261, 507, 78, 468, 390, 526, 23, 586, 523, 249, 383, 116, 389, 31, 400, 306, 324, 100, 481, 221, 147, 149, 469, 162, 214, 171, 448, 619, ...	[ [ 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 0, 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, 0, 0, 0, 0, 0, 0, 0,...	Proliferating Mesenchymal	THD0011
[ [ 0, 0, 89.28571319580078, 0, 0, 0, 0, 89.28571319580078, 0, 0, 0, 0, 0, 0, 89.28571319580078, 0, 0, 0, 0, 0, 0, 0, 0, 178.57142639160156, 0, 0, 0, 0, 0, 0, 0, 0, 0, 89.28571319580...	train	aaaabaof-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", "...	aaaabaof-1	[ "ICAM1", "CEACAM6", "VIM", "KRT18", "KRT8", "ITGAV", "EPCAM", "RNASE1", "YAP1", "FN1", "HERPUD1", "SOX4", "UBE2J1", "PDIA3", "EPAS1", "BCL2L1", "LUM", "ITGA3", "SFTPD", "XBP1", "COL3A1", "STAT6", "RTKN2", "NKX2-1", "NFKB1", "CCL2", "COL1A1", "CCN2", "NAPSA", ...	[ 8, 7, 3, 6, 275, 117, 603, 324, 328, 304, 194, 469, 620, 225, 254, 528, 594, 426, 193, 58, 353, 301, 507, 619, 136, 544, 473, 404, 400, 72, 134, 76, 394, 390, 102, 494, 383, 116, 530, 149, 504, 273, 346, 427, 442, 26, 596, ...	[ [ 0, 1, 0, 1, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...	not available	THD0011
[ [ 0, 0, 136.05442810058594, 68.02721405029297, 0, 68.02721405029297, 0, 0, 0, 0, 0, 0, 0, 0, 68.02721405029297, 68.02721405029297, 68.02721405029297, 0, 0, 0, 0, 68.02721405029297, 0, 0, 0, 0, 0, 0, 0...	train	aaaabbik-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", "...	aaaabbik-1	[ "VIM", "KRT8", "LYZ", "CD68", "KRT18", "CD44", "XBP1", "ICAM1", "CCL18", "HLA-DRA", "SOD2", "MRC1", "PKM", "PCNA", "PDIA3", "HIF1A", "HMGA1", "HMOX1", "PECAM1", "MS4A7", "CCL2", "GPR183", "SEC11C", "FN1", "LGALS1", "EPAS1", "SSR3", "CTNNB1", "ACTA2", "IL2RA"...	[ 8, 7, 3, 6, 603, 328, 357, 102, 324, 100, 619, 275, 71, 263, 526, 379, 438, 420, 426, 258, 264, 266, 431, 383, 72, 242, 490, 225, 336, 193, 541, 151, 14, 290, 468, 273, 276, 247, 261, 234, 205, 191, 162, 147, 272, 293, 294, ...	[ [ 0, 1, 1, 1, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...	Interstitial Macrophages	THD0011
[ [ 0, 0, 263.15789794921875, 0, 0, 0, 0, 87.71929931640625, 0, 0, 0, 0, 0, 0, 175.4385986328125, 0, 0, 87.71929931640625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...	train	aaaabcfi-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", "...	aaaabcfi-1	[ "VIM", "EPAS1", "SPARCL1", "FN1", "PECAM1", "HIST1H1C", "LUM", "ACTA2", "CCN2", "HERPUD1", "ITGA3", "HIF1A", "VEGFA", "ATF4", "KDR", "RNASE1", "IL4R", "CD44", "MEG3", "PTGDS", "GSR", "SPCS2", "PKM", "CD34", "SELENOS", "NFKB1", "PLVAP", "FGF7", "PRDX4", "COL1...	[ 8, 7, 3, 6, 603, 193, 530, 225, 431, 260, 353, 14, 76, 254, 301, 258, 602, 46, 312, 469, 293, 100, 366, 454, 247, 531, 438, 92, 494, 400, 445, 221, 450, 134, 135, 147, 151, 448, 468, 308, 169, 389, 136, 621, 526, 584, 594, ...	[ [ 0, 1, 1, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...	Arteriole	THD0011
[ [ 0, 0, 1111.111083984375, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 246.91357421875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...	train	aaaabbnh-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", "...	aaaabbnh-1	[ "SPARCL1", "ACTA2", "VIM", "FN1", "SOD2", "RHOA", "EPAS1", "COL3A1", "SPCS2", "ATF4", "PDIA3", "HIST1H1C", "ITGB1", "PDIA6", "SELENOS", "SPRY2", "HSPA5", "STAT6", "NFKB1", "HIF1A", "LGALS1", "TOP1", "COL1A2", "PECAM1", "CD68", "OAS3", "XBP1", "PDGFRB", "UBE2J1...	[ 8, 7, 3, 6, 530, 14, 603, 225, 526, 468, 193, 136, 531, 46, 426, 260, 306, 428, 494, 537, 272, 544, 400, 258, 336, 580, 135, 431, 102, 411, 619, 425, 594, 459, 191, 304, 427, 442 ]	[ [ 0, 1, 0, 1, 0, 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, 0, 0, 0, 0 ], [ 1, 0, 0, 1, 0, 1, 0, 0, 0, 0...	SMCs	THD0011
[ [ 0, 0, 114.9425277709961, 0, 0, 114.9425277709961, 0, 0, 0, 0, 0, 0, 0, 114.9425277709961, 114.9425277709961, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 114.9425277709961, 0, 0, 0, 0, ...	train	aaaabblg-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", "...	aaaabblg-1	[ "VIM", "HLA-DRA", "LYZ", "CD44", "CEACAM6", "TOP1", "CTNNB1", "LUM", "HIF1A", "KRT8", "NAPSA", "MARCO", "IDH1", "COL3A1", "EPAS1", "SFTPD", "ITGB1", "SOD2", "HYOU1", "SFRP4", "LTB", "HMOX1", "SFTPC", "HIST1H1C", "SPP1", "MS4A7", "CD27", "FN1", "CEACAM5", "SO...	[ 8, 7, 3, 6, 603, 263, 357, 100, 117, 580, 151, 353, 258, 328, 394, 362, 276, 136, 193, 507, 306, 526, 273, 503, 350, 266, 506, 260, 536, 383, 88, 225, 116, 529, 134, 542, 254, 621, 575, 619, 14, 23, 424, 301, 45, 293, 211, ...	[ [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...	Interstitial Macrophages	THD0011
[ [ 0, 0, 114.9425277709961, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 114.9425277709961, 0, 114.9425277709961, 0, 0, 0, 0, 0, 0, 0, 0, 114.9425277709961, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0...	train	aaaabdbn-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", "...	aaaabdbn-1	[ "FN1", "LUM", "COL3A1", "COL1A2", "PTGDS", "VIM", "PDGFRA", "SPARCL1", "COL1A1", "CD44", "SFTPC", "RHOA", "CTNNB1", "DCN", "DMBT1", "PECAM1", "FGF7", "EGFR", "EPAS1", "POSTN", "PDGFRB", "MYC", "GKN2", "GSR", "LPAR1", "KRT18", "SFTPD", "SLC25A37", "IL4R", "IT...	[ 8, 7, 3, 6, 225, 353, 136, 135, 454, 603, 424, 530, 134, 100, 506, 468, 151, 169, 177, 431, 221, 182, 193, 446, 425, 389, 234, 247, 348, 324, 507, 514, 293, 304, 531, 544, 306, 46, 60, 48, 14 ]	[ [ 0, 1, 1, 0, 1, 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, 0, 0, 0, 0, 0, 0, 0 ], [ 1, 0, 1, 1, 1, 1, 1...	Alveolar FBs	THD0011
[ [ 0, 0, 344.82757568359375, 0, 0, 86.20689392089844, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 172.41378784179688, 0, 0, 86.20689392089844, 0, 0, 0, 0, 0, 0, 0, 0, 172.41378784179688, 0, 0, 0, 0, ...	train	aaaabdef-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", "...	aaaabdef-1	[ "VIM", "FABP4", "FCER1G", "MS4A7", "ITGAX", "ACTA2", "CD68", "CD44", "HERPUD1", "HLA-DRA", "PLIN2", "FCGR3A", "GPR183", "XBP1", "ITGAM", "COL3A1", "HSPA5", "C1QC", "ATG7", "ITGB1", "PKM", "SPCS3", "CTNNB1", "SOD2", "PDIA4", "MGST1", "SPCS2", "MRC1", "HAVCR2", ...	[ 8, 7, 3, 6, 603, 202, 211, 383, 305, 14, 102, 100, 254, 263, 442, 214, 242, 619, 303, 136, 272, 66, 48, 306, 438, 532, 151, 526, 427, 369, 531, 379, 253, 621, 225, 408, 362, 147, 409, 468, 411, 456, 197, 425, 437, 426, 490, ...	[ [ 0, 1, 0, 0, 1, 0, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...	Macrophages	THD0011
[ [ 0, 0, 0, 0, 0, 0, 0, 125, 0, 0, 0, 0, 0, 125, 125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0...	train	aaaabddb-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", "...	aaaabddb-1	[ "DMBT1", "VIM", "SFTPC", "SFTPD", "EPCAM", "CD44", "MGST1", "KRT8", "DCN", "HSPA5", "COL1A2", "XBP1", "NAPSA", "LUM", "PGC", "RHOA", "LAMP3", "HLA-DRA", "KRT14", "HIST1H1C", "STAT6", "HERPUD1", "PLIN2", "SOD2", "MYDGF", "FGF7", "SEC11C", "FN1", "COL3A1", "CC...	[ 8, 7, 3, 6, 177, 603, 506, 507, 194, 100, 369, 328, 169, 272, 135, 619, 394, 353, 433, 468, 332, 263, 321, 260, 544, 254, 442, 526, 390, 221, 490, 225, 136, 71, 180, 45, 324, 438, 620, 193, 46, 614, 427, 26, 456, 276, 301, ...	[ [ 0, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ...	AT2	THD0011
[ [ 0, 0, 116.95906066894531, 0, 0, 0, 0, 58.479530334472656, 0, 0, 0, 0, 0, 0, 116.95906066894531, 0, 0, 0, 58.479530334472656, 58.479530334472656, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0...	train	aaaabdeb-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", "...	aaaabdeb-1	[ "FN1", "LUM", "VIM", "COL1A2", "COL3A1", "SOD2", "PTGDS", "SFTPC", "PDGFRA", "PGC", "CD44", "NKX2-1", "DMBT1", "PDIA4", "EPAS1", "SFTPD", "ITGB1", "YAP1", "NAPSA", "NUCB2", "HIF1A", "HERPUD1", "SPRY2", "DCN", "SPCS3", "CCN2", "MGST1", "XBP1", "ACTA2", "KRT18...	[ 8, 7, 3, 6, 225, 353, 603, 135, 136, 526, 454, 506, 424, 433, 100, 404, 177, 427, 193, 507, 306, 620, 394, 408, 258, 254, 537, 169, 532, 76, 369, 619, 14, 324, 426, 332, 247, 46, 469, 260, 134, 146, 524, 147, 149, 102, 255, ...	[ [ 0, 1, 1, 1, 1, 1, 0, 1, 0, 0, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...	Alveolar FBs	THD0011
[ [ 0, 0, 109.89010620117188, 0, 0, 0, 0, 109.89010620117188, 109.89010620117188, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 219.78021240234375, 0, 0, 109.89010620117188, 0, 0, 0, 0, 0, 0...	train	aaaaabag-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", "...	aaaaabag-1	[ "EPAS1", "VIM", "IL7R", "PECAM1", "PDIA3", "LUM", "FCN3", "FN1", "BCL2L1", "SPARCL1", "YAP1", "COL3A1", "HEY1", "HIST1H1C", "DCN", "CD44", "CD274", "TCL1A", "TGFB1", "CCL5", "SOX4", "MYC", "CD69", "SNAI1", "GCLM", "NFKB1", "CST3", "CTNNB1", "PDGFRA", "RNASE1...	[ 8, 7, 3, 6, 193, 603, 294, 431, 426, 353, 217, 225, 58, 530, 620, 136, 257, 260, 169, 100, 89, 553, 556, 75, 528, 389, 103, 522, 231, 400, 147, 151, 424, 469, 468, 97, 266, 92, 273, 27, 280, 26, 61, 14 ]	[ [ 0, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 1, 0, 1, 0...	gCap	THD0011
[ [ 0, 0, 40.98360824584961, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 40.98360824584961, 81.96721649169922, 0, 81.96721649169922, 0, 40.98360824584961, 40.98360824584961, 0, 0, 0, 0, 0, 81.96721649169922, 0, 0, 40...	train	aaaabckh-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", "...	aaaabckh-1	[ "VIM", "COL3A1", "LUM", "SOD2", "FN1", "DCN", "COL1A1", "PDGFRA", "CCN2", "CCL2", "PTGDS", "HLA-DRA", "STAT6", "COL1A2", "MEG3", "EPAS1", "ITGB1", "CD14", "SNAI2", "PDIA3", "LYZ", "STAT1", "FGF7", "YAP1", "HIF1A", "CD44", "CST3", "CTNNB1", "ATG7", "ATF4", ...	[ 8, 7, 3, 6, 603, 136, 353, 526, 225, 169, 134, 424, 76, 72, 454, 263, 544, 135, 366, 193, 306, 80, 523, 426, 357, 542, 221, 620, 258, 100, 147, 151, 48, 46, 206, 60, 254, 260, 519, 261, 262, 264, 383, 621, 247, 531, 400, 4...	[ [ 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...	Fibroblasts	THD0011
[ [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 91.74311828613281, 0, 0, 0, 0, 91.74311828613281, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 366.97247314453125,...	train	aaaabchc-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", "...	aaaabchc-1	[ "VIM", "FN1", "ITGB1", "CEACAM6", "EPAS1", "FCN3", "CCN2", "PTGDS", "PKM", "PECAM1", "LUM", "MGST1", "PDIA3", "IL7R", "CD34", "FAS", "KRT8", "SFTPD", "HLA-DRA", "STAT6", "COL1A2", "COL3A1", "CLDN5", "CRELD2", "HIST1H1C", "SSR3", "SNCA", "SLC25A4", "HEY1", "H...	[ 8, 7, 3, 6, 603, 225, 306, 117, 193, 217, 76, 454, 438, 431, 353, 369, 426, 294, 92, 206, 328, 507, 263, 544, 135, 136, 126, 144, 260, 541, 524, 515, 257, 258, 542, 480, 272, 275, 620, 301, 302, 304, 116, 312, 324, 336, 504,...	[ [ 0, 1, 1, 0, 1, 0, 0, 0, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...	gCap	THD0011
[ [ 0, 0, 125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...	train	aaaabalo-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", "...	aaaabalo-1	[ "COL3A1", "VIM", "FN1", "COL1A1", "LUM", "SPARCL1", "NAPSA", "ITGB1", "EPAS1", "YAP1", "SOX9", "IDH1", "NKX2-1", "FAS", "MYC", "SFTA2", "STAT1", "SFTPC", "SOD2", "XBP1", "ACTA2", "DCN", "PKM", "MEG3", "FKBP11", "SMAD4", "KDR", "PDIA3", "MGST1", "PDGFRA", "...	[ 8, 7, 3, 6, 136, 603, 225, 134, 353, 530, 394, 306, 193, 620, 529, 276, 404, 206, 389, 504, 542, 506, 526, 619, 14, 169, 438, 366, 224, 519, 312, 426, 369, 424, 46, 507, 544 ]	[ [ 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, 0, 0, 0, 0, 0, 0, 0 ], [ 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0...	Fibroblasts	THD0011
[ [ 0, 0, 259.7402648925781, 0, 0, 389.61041259765625, 0, 0, 0, 0, 0, 0, 0, 0, 129.87013244628906, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 129.87013244628906, 0, 0, 0, 0, 0, 0, 0, 0, ...	train	aaaabblh-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", "...	aaaabblh-1	[ "VIM", "FN1", "LYZ", "LUM", "FCER1G", "AIF1", "CD44", "COL3A1", "HLA-DRA", "CD14", "PKM", "SPARCL1", "ACTA2", "SOD2", "IDH1", "MARCO", "HERPUD1", "MYC", "SFTPC", "CD69", "HIST1H1C", "SAA2", "COL1A1", "COL1A2", "MRC1", "TNFRSF17", "MYDGF", "ITGB1", "ICAM1", "...	[ 8, 7, 3, 6, 603, 225, 357, 353, 211, 23, 100, 136, 263, 80, 438, 530, 14, 526, 276, 362, 254, 389, 506, 103, 260, 483, 134, 135, 379, 575, 390, 306, 275, 61, 619, 618, 442, 428, 169, 602, 46, 456, 383, 147, 210, 468 ]	[ [ 0, 1, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 1, 0...	SPP1+ Macrophages	THD0011
[ [ 0, 0, 217.3913116455078, 0, 108.6956558227539, 0, 0, 108.6956558227539, 0, 108.6956558227539, 0, 0, 0, 0, 217.3913116455078, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 217.3913116455078, 0, 0, 0, 0, ...	train	aaaabbfo-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", "...	aaaabbfo-1	[ "FN1", "VIM", "RHOA", "PDIA3", "SFTPC", "EPCAM", "NUCB2", "MRC1", "MGST1", "CD44", "SOD2", "PDIA6", "CEACAM6", "BMPR2", "UBE2J1", "KRT18", "SELENOS", "ATF4", "ACTA2", "PKM", "RNASE1", "STAT1", "VEGFA", "HIST1H1C", "NFKB1", "SPCS3", "NAPSA", "COL1A2", "AKR1C1",...	[ 8, 7, 3, 6, 225, 603, 468, 426, 506, 194, 408, 379, 369, 100, 526, 428, 117, 61, 594, 324, 494, 46, 14, 438, 469, 542, 602, 260, 400, 532, 394, 135, 26, 193, 22, 247, 515, 238, 490, 504, 619, 264, 31, 348, 273, 597, 420, 6...	[ [ 0, 1, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...	AT2	THD0011
[ [ 0, 0, 546.4481201171875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 109.28961944580078, 0, 0, 109.28961944580078, 0, 0, 0, 0, 0, 0, 0, 0, 54.64480972290039, 0, 0, 0, 0, 0, 0, 0, 0, ...	train	aaaaabnd-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", "...	aaaaabnd-1	[ "VIM", "EPAS1", "SPARCL1", "ACTA2", "FN1", "COL3A1", "ITGB1", "LUM", "RNASE1", "HERPUD1", "HIF1A", "HIST1H1C", "ZEB1", "RHOA", "PDIA3", "CLDN5", "PECAM1", "PKM", "PTPRC", "RAMP2", "GLP1R", "FCN3", "SFTPC", "CTNNB1", "VEGFA", "COL1A2", "CCN2", "IL7R", "ATF4", ...	[ 8, 7, 3, 6, 603, 193, 530, 14, 225, 136, 306, 353, 469, 254, 258, 260, 621, 468, 426, 126, 431, 438, 456, 459, 237, 217, 506, 151, 602, 135, 76, 294, 46, 50, 147, 507, 296, 620, 425, 358, 424, 146, 102, 504, 556, 532, 409, ...	[ [ 0, 1, 1, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...	Arteriole	THD0011
[ [ 0, 0, 63.69426727294922, 0, 0, 63.69426727294922, 0, 63.69426727294922, 63.69426727294922, 0, 0, 0, 0, 0, 254.77706909179688, 0, 63.69426727294922, 0, 0, 63.69426727294922, 0, 0, 0, 63.69426727294922, 0, 63.694...	train	aaaabbcc-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", "...	aaaabbcc-1	[ "COL1A1", "LUM", "COL3A1", "VIM", "COL1A2", "FN1", "SOD2", "ATF4", "FGF7", "HIF1A", "PDIA3", "PDGFRA", "UBE2J1", "MYDGF", "HIST1H1C", "CST3", "LMAN1", "ITGAV", "RNASE1", "RHOA", "GSR", "SLC25A37", "SFTPD", "SNAI2", "SNCA", "SOX4", "ERLEC1", "SPARCL1", "HERPUD1...	[ 8, 7, 3, 6, 134, 353, 136, 603, 135, 225, 526, 46, 221, 258, 426, 424, 594, 390, 260, 147, 346, 304, 469, 468, 247, 514, 507, 523, 524, 528, 197, 530, 254, 169, 143, 231, 409, 149, 151, 224, 454, 427, 182, 188, 206, 442, 438...	[ [ 0, 1, 1, 1, 1, 1, 1, 1, 1, 0, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...	Fibroblasts	THD0011
[ [ 0, 0, 151.51515197753906, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 151.51515197753906, 0, 0, 0, 0, 50.50505065917969, 0, 50.50505065917969, 0, 50.50505065917969, 0, 0, 101.01010131835938, 0, 0, 0, 0...	train	aaaabbcb-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", "...	aaaabbcb-1	[ "KRT18", "VIM", "KRT8", "RHOA", "CD44", "PECAM1", "CEACAM6", "PKM", "PDIA3", "PDIA4", "EPCAM", "EPAS1", "PTPRC", "SOD2", "SFTPD", "NUTF2", "LUM", "CTNNB1", "COL1A2", "ACTA2", "ATF4", "CXCL9", "FGFBP2", "CLDN5", "STAT1", "SSR3", "CEACAM5", "FAS", "SPCS3", "PL...	[ 8, 7, 3, 6, 324, 603, 328, 468, 100, 431, 117, 438, 426, 427, 194, 193, 456, 526, 507, 409, 353, 151, 135, 14, 46, 162, 222, 126, 542, 541, 116, 206, 532, 442, 147, 454, 515, 469, 506, 404, 619, 369, 275, 306, 61, 594, 258, ...	[ [ 0, 1, 1, 1, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...	NK cells	THD0011
[ [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 68.96551513671875, 68.96551513671875, 0, 0, 0, 0, 0, 0, 0, 0, 206.89654541015625, 0, 0, 68.96551513671875, 0, 0, 0, 275.862060546875, 0, 0, ...	train	aaaabbfn-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", "...	aaaabbfn-1	[ "VIM", "PECAM1", "EPAS1", "CA4", "RHOA", "PTGDS", "CTNNB1", "COL1A2", "PTPRC", "BCL2L1", "ITGB1", "KRT8", "SOD2", "KRT18", "IRF1", "STAT1", "NUCB2", "FN1", "NUTF2", "CXCL9", "ICAM1", "HSPA5", "MGST1", "PDIA3", "EHMT1", "HLA-DRA", "EPCAM", "OAS2", "DCN", "SNA...	[ 8, 7, 3, 6, 603, 431, 193, 68, 468, 454, 151, 135, 456, 58, 306, 328, 526, 324, 296, 542, 408, 225, 409, 162, 275, 272, 369, 426, 184, 263, 194, 410, 169, 522, 294, 110, 528, 371, 114, 478, 238, 234, 490, 134, 144, 404, 258,...	[ [ 0, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...	aCap	THD0011
[ [ 0, 0, 60.60606002807617, 0, 0, 60.60606002807617, 0, 0, 0, 60.60606002807617, 0, 0, 0, 0, 181.81817626953125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 60.60606002807617, 0, 0, 0, 0, 0, 0, ...	train	aaaaglmp-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", "...	aaaaglmp-1	[ "VIM", "COL1A2", "LUM", "COL3A1", "FN1", "PDGFRA", "DCN", "KRT18", "ITGB1", "SPCS3", "SPARCL1", "COL1A1", "ATF4", "HIST1H1C", "EPCAM", "SOD2", "SFTA2", "CCN2", "CD44", "FAS", "STAT6", "RHOA", "EPAS1", "GSR", "HIF1A", "XBP1", "KRT6A", "SOX4", "ITGAV", "SNAI2"...	[ 8, 7, 3, 6, 603, 135, 353, 136, 225, 424, 169, 324, 306, 532, 530, 134, 46, 260, 194, 526, 504, 76, 100, 206, 544, 468, 193, 247, 258, 619, 326, 528, 304, 523, 113, 303, 116, 301, 118, 133, 221, 357, 272, 481, 147, 151, 469,...	[ [ 0, 1, 1, 1, 1, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...	Proliferating Mesenchymal	THD0011
[ [ 0, 0, 138.88888549804688, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 69.44444274902344, 208.3333282470703, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 48...	train	aaaaglmo-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", "...	aaaaglmo-1	[ "VIM", "LUM", "FN1", "COL1A2", "PDGFRA", "CCN2", "EPAS1", "SPARCL1", "COL1A1", "PTGDS", "ITGB1", "RHOA", "PKM", "SOD2", "ATF4", "CEACAM6", "NHSL2", "ACTA2", "CD44", "LGALS1", "RNASE1", "HIF1A", "DCN", "COL3A1", "HERPUD1", "SNAI2", "CD4", "PDIA3", "CLDN5", "M...	[ 8, 7, 3, 6, 603, 353, 225, 135, 424, 76, 193, 530, 134, 454, 306, 468, 438, 526, 46, 117, 401, 14, 100, 336, 469, 258, 169, 136, 254, 523, 97, 426, 126, 384, 182, 221, 409, 147, 459, 507, 621, 524, 346, 279, 296, 324, 275, ...	[ [ 0, 1, 1, 1, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...	Fibroblasts	THD0011
[ [ 0, 0, 60.240962982177734, 0, 0, 0, 0, 60.240962982177734, 60.240962982177734, 0, 0, 0, 0, 0, 0, 0, 120.48192596435547, 0, 0, 60.240962982177734, 0, 0, 60.240962982177734, 0, 0, 0, 60.240962982177734, 0,...	train	aaaaaiim-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", "...	aaaaaiim-1	[ "FN1", "LUM", "COL3A1", "COL1A1", "COL1A2", "VIM", "PDGFRA", "FAP", "ITGB1", "SFTPC", "PTGDS", "HIST1H1C", "CTNNB1", "KLRB1", "PKM", "NUCB2", "DCN", "PDGFRB", "CCN2", "KDR", "IL7R", "PTPRC", "ATG7", "SPRY2", "HIF1A", "HERPUD1", "GZMK", "STAT1", "FKBP11", "FG...	[ 8, 7, 3, 6, 225, 353, 136, 134, 135, 603, 424, 205, 306, 506, 454, 260, 151, 316, 438, 408, 169, 425, 76, 312, 294, 456, 48, 537, 258, 254, 250, 542, 224, 221, 206, 473, 197, 594, 612, 149, 147, 146, 619, 273, 556, 304, 530,...	[ [ 0, 1, 1, 1, 1, 1, 1, 1, 1, 0, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...	T-cells	THD0011
[ [ 0, 0, 0, 0, 0, 0, 0, 39.68254089355469, 0, 39.68254089355469, 0, 0, 0, 0, 198.41270446777344, 0, 39.68254089355469, 0, 0, 0, 0, 39.68254089355469, 0, 119.04762268066406, 0, 0, 0, 0, 0, 0, 0,...	train	aaaaaipj-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", "...	aaaaaipj-1	[ "SFTPD", "SFTPC", "NKX2-1", "KRT18", "EPCAM", "ICAM1", "XBP1", "HSPA5", "PKM", "YAP1", "KRT8", "ATF4", "HYOU1", "SLC25A4", "CCN2", "RHOA", "MGST1", "LMAN1", "PDIA4", "CD44", "EPAS1", "SPCS3", "DUOX1", "FN1", "NUTF2", "CEACAM6", "LUM", "RNASE1", "NAPSA", "HIS...	[ 8, 7, 3, 6, 507, 506, 404, 324, 194, 275, 619, 272, 438, 620, 328, 46, 273, 515, 76, 468, 369, 346, 427, 100, 193, 532, 180, 225, 409, 117, 353, 469, 394, 260, 254, 263, 332, 58, 308, 596, 264, 151, 304, 526, 276, 450, 182, ...	[ [ 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 1, 1, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...	Proliferating Epithelial	THD0011
[ [ 0, 0, 40, 0, 0, 400, 0, 0, 0, 0, 0, 0, 0, 0, 0, 40, 40, 0, 0, 40, 0, 40, 0, 40, 0, 0, 0, 0, 200, 0, 0, 0, 40, 0, 0, 0, 0, 0, 0, 0, 0, 200, 0, ...	train	aaaafhai-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", "...	aaaafhai-1	[ "VIM", "HLA-DRA", "LYZ", "AIF1", "CD68", "MS4A7", "IDH1", "CD14", "PKM", "CD44", "RNASE1", "C1QC", "HAVCR2", "ITGAX", "HLA-DQA1", "TREM2", "VEGFA", "CTNNB1", "GPR183", "RHOA", "MYDGF", "HIF1A", "PTPRC", "PECAM1", "PDIA3", "IL7R", "SOD2", "WNT5A", "FCGR3A", "...	[ 8, 7, 3, 6, 603, 263, 357, 23, 102, 383, 276, 80, 438, 100, 469, 66, 253, 305, 261, 586, 602, 151, 242, 468, 390, 258, 456, 431, 426, 294, 526, 614, 214, 260, 379, 428, 506, 619, 544, 147, 480, 211, 264, 597, 48, 524, 109, ...	[ [ 0, 1, 1, 1, 1, 1, 1, 0, 1, 1, 0, 0, 1, 0, 1, 0, 1, 1, 1, 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,...	Macrophages	THD0011
[ [ 0, 0, 231.2138671875, 0, 0, 0, 0, 289.017333984375, 0, 115.60693359375, 0, 0, 0, 115.60693359375, 57.803466796875, 0, 0, 0, 57.803466796875, 57.803466796875, 0, 115.60693359375, 0, 173.410400390625, 0, 0, 5...	train	aaaaglnb-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", "...	aaaaglnb-1	[ "VIM", "ICAM1", "CEACAM6", "KRT18", "LUM", "DUOX1", "RNASE1", "AKR1C1", "SFTPD", "CD44", "ACTA2", "PTGDS", "PCNA", "NKX2-1", "COL3A1", "YAP1", "PKM", "SOX4", "BCL2L1", "PGC", "LGALS1", "STAT6", "MGST1", "IFIT3", "MSLN", "HSPA5", "GKN2", "RTKN2", "DCN", "SELE...	[ 8, 7, 3, 6, 603, 275, 117, 324, 353, 180, 469, 26, 507, 100, 14, 454, 420, 404, 136, 620, 438, 528, 58, 433, 336, 544, 369, 280, 384, 272, 234, 473, 169, 494, 266, 135, 45, 328, 264, 301, 194, 254, 610, 206, 519, 55, 31, 3...	[ [ 0, 0, 1, 0, 0, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...	AT1	THD0011
[ [ 0, 0, 175.4385986328125, 0, 0, 0, 0, 0, 0, 0, 0, 87.71929931640625, 0, 0, 175.4385986328125, 0, 87.71929931640625, 0, 0, 0, 0, 0, 0, 0, 87.71929931640625, 0, 0, 0, 0, 0, 87.71929931640625, ...	train	aaaaglna-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", "...	aaaaglna-1	[ "LYZ", "VIM", "RHOA", "HERPUD1", "CTNNB1", "MS4A7", "FN1", "MRC1", "ITGB1", "DCN", "XBP1", "COL1A2", "ACTA2", "PTPRC", "CD44", "VEGFA", "COL3A1", "HIF1A", "ATF4", "FGF7", "COL1A1", "CD68", "SOD2", "HMOX1", "HLA-DRA", "HLA-DQB1", "HLA-DQA1", "HIST1H1C", "SPCS3"...	[ 8, 7, 3, 6, 357, 603, 468, 254, 151, 383, 225, 379, 306, 169, 619, 135, 14, 456, 100, 602, 136, 258, 46, 221, 134, 102, 526, 266, 263, 262, 261, 260, 532, 363, 366, 211, 349, 193, 428, 427, 426, 304, 424, 35, 68, 494, 242, ...	[ [ 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...	Macrophages	THD0011
[ [ 0, 0, 68.96551513671875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 68.96551513671875, 0, 0, 68.96551513671875, 68.96551513671875, 0, 0, 0, 0, 0, 68.96551513671875, 0, 0, 275.862060546875, 0, 0, 0, 0, ...	train	aaaaaikd-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", "...	aaaaaikd-1	[ "EPAS1", "VIM", "HIST1H1C", "PECAM1", "LUM", "FCN3", "RHOA", "HERPUD1", "BMPR2", "CD34", "DCN", "PDIA4", "ITGB1", "CTNNB1", "MGST1", "SFTPC", "STAT6", "STAT1", "IFIT3", "YAP1", "UGDH", "PKM", "PTGDS", "ITGAV", "RNASE1", "CTHRC1", "EMG1", "PDIA3", "EGFR", "HI...	[ 8, 7, 3, 6, 193, 603, 260, 431, 353, 217, 468, 254, 61, 92, 169, 427, 306, 151, 369, 506, 544, 542, 280, 620, 597, 438, 454, 304, 469, 149, 191, 426, 182, 258, 526, 442, 445, 102, 411, 517, 507, 490, 134, 136, 225, 404, 408,...	[ [ 0, 1, 1, 1, 0, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...	Arteriole	THD0011
[ [ 0, 0, 321.2851257324219, 0, 0, 0, 0, 40.160640716552734, 0, 40.160640716552734, 0, 0, 0, 0, 160.64256286621094, 0, 0, 0, 40.160640716552734, 80.32128143310547, 0, 0, 0, 80.32128143310547, 0, 0, 0, 0, ...	train	aaaafime-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", "...	aaaafime-1	[ "COL1A1", "LUM", "VIM", "COL3A1", "COL1A2", "PDGFRA", "ACTA2", "RHOA", "PDIA3", "CTNNB1", "FN1", "SOD2", "NUTF2", "HERPUD1", "SPARCL1", "HIST1H1C", "ITGB1", "YAP1", "ATF4", "HIF1A", "HYOU1", "CST3", "CTHRC1", "FAP", "CD4", "SLC25A37", "ITGAV", "CCN2", "EPAS1",...	[ 8, 7, 3, 6, 134, 353, 603, 136, 135, 424, 14, 468, 426, 151, 225, 526, 409, 254, 530, 260, 306, 620, 46, 258, 273, 147, 149, 205, 97, 514, 304, 76, 193, 58, 52, 408, 438, 247, 100, 369, 301, 221, 143, 528, 214, 275, 336, 3...	[ [ 0, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0,...	Activated FBs	THD0011
[ [ 0, 0, 131.1475372314453, 0, 32.78688430786133, 0, 0, 0, 0, 65.57376861572266, 0, 0, 0, 0, 131.1475372314453, 32.78688430786133, 65.57376861572266, 0, 32.78688430786133, 0, 32.78688430786133, 0, 0, 32.78688430786133, ...	train	aaaaaioi-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", "...	aaaaaioi-1	[ "SFTPC", "SFTPD", "PDIA3", "NAPSA", "NKX2-1", "MGST1", "ICAM1", "HYOU1", "CD44", "EPCAM", "HIST1H1C", "LAMP3", "XBP1", "HMGA1", "SPCS3", "MKI67", "DUOX1", "PDIA4", "PKM", "SFTA2", "ITGB1", "RHOA", "HSPA5", "KRT18", "ACTA2", "KRT8", "EPAS1", "ATF4", "MYDGF", ...	[ 8, 7, 3, 6, 506, 507, 426, 394, 404, 369, 275, 273, 100, 194, 260, 332, 619, 264, 532, 371, 180, 427, 438, 504, 306, 468, 272, 324, 14, 328, 193, 46, 390, 531, 182, 526, 494, 581, 596, 321, 225, 224, 114, 409, 428, 433, 262,...	[ [ 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 0, 1, 1, 1, 0, 0, 1, 0, 0, 1, 0, 0, 1, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0,...	Proliferating Epithelial	THD0011
[ [ 0, 0, 312.5, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 104.16666412353516, 0, 104.16666412353516, 104.16666412353516, 0, 208.3333282470703, 0, 104.16666412353516, 0, 0, 0, 0, 104.16666412353516, 0, 0, 0,...	train	aaaafimf-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", "...	aaaafimf-1	[ "VIM", "LUM", "COL1A1", "COL1A2", "COL3A1", "FN1", "XBP1", "ACTA2", "SOD2", "CD44", "SPARCL1", "SPRY2", "SPCS3", "AXL", "HIF1A", "EPAS1", "PDIA3", "DCN", "PDGFRA", "STAT1", "SLC25A4", "CCN2", "PECAM1", "HYOU1", "HAVCR2", "YAP1", "ATF4", "BAX", "BMPR2", "CTHR...	[ 8, 7, 3, 6, 603, 353, 134, 135, 136, 225, 619, 14, 526, 100, 530, 537, 532, 52, 258, 193, 426, 169, 424, 542, 515, 76, 431, 273, 253, 620, 46, 55, 61, 149, 473, 151, 221, 306, 50, 48 ]	[ [ 0, 1, 1, 1, 0, 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, 0, 0, 0, 0, 0, 0 ], [ 1, 0, 1, 0, 0, 1, 0, 0...	Fibroblasts	THD0011
[ [ 0, 0, 27.54821014404297, 0, 27.54821014404297, 0, 0, 0, 0, 27.54821014404297, 0, 0, 0, 27.54821014404297, 110.19284057617188, 0, 27.54821014404297, 0, 55.09642028808594, 0, 0, 0, 0, 137.74105834960938, 0, 0, ...	train	aaaaffno-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", "...	aaaaffno-1	[ "SFTPC", "PGC", "SFTPD", "DMBT1", "NAPSA", "CD44", "NKX2-1", "XBP1", "PDIA4", "PDIA3", "HLA-DRA", "IDH1", "RHOA", "VIM", "KRT8", "DUOX1", "SFTA2", "BCL2L1", "ATF4", "SPCS2", "FN1", "SLC25A4", "ITGA3", "HIF1A", "CST3", "MGST1", "NUCB2", "HYOU1", "SEC11C", "LA...	[ 8, 7, 3, 6, 506, 433, 507, 177, 394, 100, 404, 619, 427, 426, 263, 276, 468, 603, 328, 180, 504, 58, 46, 531, 225, 515, 301, 258, 147, 369, 408, 273, 490, 332, 494, 261, 169, 469, 532, 182, 184, 193, 194, 197, 438, 224, 211,...	[ [ 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 0, 1, 1, 0, 1, 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,...	AT2	THD0011
[ [ 0, 0, 176.21145629882812, 88.10572814941406, 0, 44.05286407470703, 0, 88.10572814941406, 0, 0, 0, 0, 0, 0, 176.21145629882812, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 88.10572814941406, 0, 0, 0, 44...	train	aaaafgaa-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", "...	aaaafgaa-1	[ "VIM", "COL3A1", "LUM", "EPAS1", "COL1A1", "COL1A2", "PECAM1", "SOD2", "PDGFRA", "FN1", "VEGFA", "HERPUD1", "SPARCL1", "CD14", "CCN2", "ITGB1", "PDIA3", "ATF4", "ACTA2", "RHOA", "SELENOS", "PDIA4", "HIF1A", "PTGDS", "FGF2", "HYOU1", "CD44", "XBP1", "PKM", "B...	[ 8, 7, 3, 6, 603, 136, 353, 193, 134, 135, 431, 526, 424, 225, 602, 254, 530, 80, 76, 306, 426, 46, 14, 468, 494, 427, 258, 454, 220, 273, 100, 619, 438, 61, 149, 169, 594, 205, 275, 26, 21, 217, 72, 260, 263, 507, 523, 23,...	[ [ 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 1, 0, 0, 1, 1, 0, 0, 0, 1, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...	gCap	THD0011
[ [ 0, 0, 220.58822631835938, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 294.1176452636719, 0, 0, 0, 0, 0, 0, 0, 0, 73.52941131591797, 0, 0, 147.05882263183594, 0, 0, 0, 0, 0, 0, 0, 0, ...	train	aaaafini-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", "...	aaaafini-1	[ "FN1", "VIM", "PKM", "EPAS1", "LYZ", "RHOA", "RNASE1", "HIST1H1C", "PDIA3", "MS4A7", "ATF4", "ACTA2", "SFTPC", "BMPR2", "PGC", "IL7R", "CST3", "STAT1", "COL1A2", "SPCS2", "FCER1G", "CD68", "SOD2", "ITGB1", "UCHL3", "LUM", "MSLN", "MGST1", "FCN1", "SLC25A37",...	[ 8, 7, 3, 6, 225, 603, 438, 193, 357, 468, 469, 260, 426, 383, 46, 14, 506, 61, 433, 294, 147, 542, 135, 531, 211, 102, 526, 306, 596, 353, 384, 369, 216, 514, 507, 303, 504, 118, 324, 275, 258, 456, 442, 234, 431, 182, 184, ...	[ [ 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...	Interstitial Macrophages	THD0011
[ [ 0, 0, 70.42253875732422, 0, 0, 0, 0, 0, 0, 70.42253875732422, 0, 0, 0, 0, 140.84507751464844, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 70.42253875732422, 0, 0, 0, 0, 0, 0, 0, 0, ...	train	aaaafimg-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", "...	aaaafimg-1	[ "VIM", "EPAS1", "FN1", "COL1A2", "PECAM1", "PTGDS", "RNASE1", "S100A8", "YAP1", "PDIA3", "HSPA5", "LUM", "SOD2", "HERPUD1", "DCN", "S100A9", "SLC25A37", "CST3", "RHOA", "PLIN2", "PKM", "TGFB3", "IL7R", "KRT18", "ITGB1", "KRT8", "ICAM1", "HIST1H1C", "ATF4", "...	[ 8, 7, 3, 6, 603, 193, 225, 135, 431, 454, 469, 480, 620, 426, 272, 353, 526, 254, 169, 481, 514, 147, 468, 442, 438, 558, 294, 324, 306, 328, 275, 260, 46, 92, 221, 357, 100, 519, 515, 401, 117, 494, 488, 305, 296, 136, 424,...	[ [ 0, 1, 1, 0, 1, 1, 1, 0, 0, 0, 0, 0, 1, 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, 0, 0, 0, 0, 0, 0, 0,...	Interstitial Macrophages	THD0011
[ [ 0, 0, 0, 0, 0, 50.50505065917969, 0, 50.50505065917969, 0, 0, 0, 0, 0, 0, 50.50505065917969, 0, 0, 0, 0, 0, 50.50505065917969, 0, 0, 0, 50.50505065917969, 0, 0, 0, 50.50505065917969, 0, 0, ...	train	aaaafimo-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", "...	aaaafimo-1	[ "VIM", "CD44", "HLA-DRA", "LYZ", "FCER1G", "VEGFA", "MRC1", "RNASE1", "CD68", "HMOX1", "MS4A7", "FCGR3A", "HAVCR2", "PDIA3", "IDH1", "CST3", "GPR183", "MARCO", "HIST1H1C", "EREG", "ITGAX", "PLIN2", "CTNNB1", "XBP1", "EPAS1", "GSR", "SLC1A3", "SMAD4", "HLA-DQA1...	[ 8, 7, 3, 6, 603, 100, 263, 357, 211, 602, 379, 469, 102, 266, 383, 214, 253, 426, 276, 147, 242, 362, 260, 196, 305, 442, 151, 619, 193, 247, 513, 519, 261, 194, 428, 427, 532, 438, 448, 405, 526, 514, 450, 409, 468, 541, 25...	[ [ 0, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 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, 0, 0, 0, 0,...	SPP1+ Macrophages	THD0011
[ [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 155.03875732421875, 0, 0, 0, 0, 232.55813598632812, 0, 77.51937866210938, 0, 0, 0, 77.51937866210938, 0, 0, 77.51937866210938, 77.51937866210938, 0, 155.03875732421875, 0, ...	train	aaaaabfn-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", "...	aaaaabfn-1	[ "VIM", "EPAS1", "PECAM1", "FN1", "ITGB1", "LUM", "COL1A2", "ATF4", "PTGDS", "CTNNB1", "RHOA", "ICAM1", "COL1A1", "BMPR2", "NFKB1", "HIST1H1C", "COL3A1", "MGST1", "IRF1", "RNASE1", "KDR", "PTPRC", "ANKRD28", "EGFR", "FCN3", "RTKN2", "EPCAM", "PLIN2", "CD44", ...	[ 8, 7, 3, 6, 603, 193, 431, 225, 306, 353, 135, 46, 454, 151, 468, 275, 134, 61, 400, 260, 136, 369, 296, 469, 312, 456, 31, 182, 217, 473, 194, 442, 100, 254, 526, 383, 238, 506, 490, 394, 126, 426, 424, 420, 408, 409, 169, ...	[ [ 0, 1, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...	aCap	THD0011
[ [ 0, 0, 144.23077392578125, 48.07692337036133, 0, 0, 0, 0, 0, 48.07692337036133, 0, 0, 0, 0, 240.38461303710938, 0, 0, 0, 96.15384674072266, 0, 0, 0, 0, 48.07692337036133, 0, 48.07692337036133, 0, 0, ...	train	aaaaabcn-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", "...	aaaaabcn-1	[ "SFTPC", "SFTPD", "PGC", "DMBT1", "MGST1", "HIST1H1C", "LAMP3", "CD44", "ITGB1", "NKX2-1", "ATF4", "HYOU1", "NAPSA", "DUOX1", "KRT8", "HLA-DRA", "RHOA", "EPAS1", "EPCAM", "PDIA3", "HIF1A", "ACTA2", "CFTR", "PDIA6", "TOP1", "GSR", "IDH1", "COL1A2", "VEGFA", "...	[ 8, 7, 3, 6, 506, 507, 433, 177, 369, 260, 332, 100, 306, 404, 46, 273, 394, 180, 328, 263, 468, 193, 194, 426, 258, 14, 120, 428, 580, 247, 276, 135, 602, 490, 308, 324, 603, 620, 504, 51, 438, 594, 597, 469, 117, 526, 147, ...	[ [ 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0,...	AT2	THD0011
[ [ 0, 0, 0, 0, 0, 0, 0, 54.64480972290039, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 163.93443298339844, 0, 0, 0, 54.64480972290039, 0, 0, 54.64480972290039, 0, 54.64480972290039, 0, 0, 0, 0, ...	train	aaaaabcc-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", "...	aaaaabcc-1	[ "VIM", "PDGFRB", "SPARCL1", "COL1A2", "SFTPC", "ITGB1", "IL7R", "PGC", "LUM", "PTPRC", "CCN2", "FN1", "PKM", "CD44", "HIST1H1C", "RHOA", "AXL", "PDGFRA", "DMBT1", "CSPG4", "HLA-DRA", "CXCR4", "HEY1", "HYOU1", "SOX9", "SELENOS", "MGST1", "TGFB1", "CD4", "RNAS...	[ 8, 7, 3, 6, 603, 425, 530, 135, 506, 306, 294, 433, 353, 456, 76, 225, 438, 100, 260, 468, 52, 424, 177, 146, 263, 163, 257, 273, 529, 494, 369, 556, 97, 469, 523, 619, 328, 312, 426, 304, 184, 348, 420, 427, 431, 258, 516, ...	[ [ 0, 1, 1, 0, 1, 0, 0, 1, 0, 0, 1, 1, 1, 1, 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, 0, 0, 0, 0, 0, 0,...	Fibroblasts	THD0011
[ [ 0, 0, 223.46368408203125, 55.86592102050781, 0, 0, 0, 55.86592102050781, 0, 0, 0, 0, 0, 0, 0, 111.73184204101562, 0, 55.86592102050781, 0, 55.86592102050781, 0, 0, 0, 55.86592102050781, 0, 0, 55.86592102050...	train	aaaaabcb-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", "...	aaaaabcb-1	[ "VIM", "EPAS1", "FN1", "PDIA3", "COL3A1", "PECAM1", "LUM", "SOD2", "COL1A2", "ACTA2", "SPARCL1", "HIST1H1C", "RHOA", "GZMB", "ITGAX", "COL1A1", "GZMA", "YAP1", "SLC2A1", "PDIA6", "CST3", "GNG11", "CD44", "ITGB1", "CD69", "UBE2J1", "ATF6", "PTPRC", "CXCR4", "...	[ 8, 7, 3, 6, 603, 193, 225, 426, 136, 431, 353, 526, 135, 14, 530, 260, 468, 249, 305, 134, 248, 620, 516, 428, 147, 238, 100, 306, 103, 594, 47, 456, 163, 221, 275, 427, 438, 273, 217, 263, 444, 424, 254, 454, 224, 488, 459,...	[ [ 0, 1, 1, 1, 1, 0, 0, 0, 1, 1, 0, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0,...	NK cells	THD0011
[ [ 0, 0, 40.4858283996582, 0, 80.9716567993164, 0, 0, 0, 0, 40.4858283996582, 0, 0, 0, 0, 242.91497802734375, 0, 40.4858283996582, 0, 0, 0, 0, 0, 0, 40.4858283996582, 0, 0, 40.4858283996582, 0, 0, ...	train	aaaaabhp-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", "...	aaaaabhp-1	[ "SFTPC", "SFTPD", "NAPSA", "NKX2-1", "PGC", "LAMP3", "RHOA", "CD44", "MGST1", "EPCAM", "XBP1", "ATF4", "SFTA2", "HLA-DRA", "DMBT1", "DUOX1", "KRT8", "GKN2", "NUTF2", "HIST1H1C", "MYDGF", "SPCS2", "HIF1A", "IDH1", "FKBP11", "LMAN1", "RNASE1", "NUCB2", "FN1", ...	[ 8, 7, 3, 6, 506, 507, 394, 404, 433, 332, 468, 100, 369, 194, 619, 46, 504, 263, 177, 180, 328, 234, 409, 260, 390, 531, 258, 276, 224, 346, 469, 408, 225, 532, 450, 444, 304, 324, 427, 594, 580, 22, 308, 371, 306, 193, 31, ...	[ [ 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 1, 1, 0, 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, 0, 0, 0, 0, 0,...	Proliferating Epithelial	THD0011
[ [ 0, 0, 120.48192596435547, 0, 0, 0, 0, 0, 0, 0, 0, 120.48192596435547, 0, 0, 240.96385192871094, 0, 240.96385192871094, 0, 0, 240.96385192871094, 0, 0, 0, 0, 0, 0, 120.48192596435547, 0, 0, 0, ...	train	aaaaabdj-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", "...	aaaaabdj-1	[ "EPAS1", "PECAM1", "LUM", "VIM", "FN1", "SOD2", "IL7R", "SPCS3", "FCN3", "COL3A1", "COL1A1", "ATF4", "HIST1H1C", "ATG7", "ICAM1", "AXL", "DCN", "EHMT1", "IGLL1", "CLDN5", "CREB3L4", "IL4R", "LGALS1", "ITGB1", "KRT18", "CD34", "NUCB2", "PDGFRA", "PTGDS", "RHO...	[ 8, 7, 3, 6, 193, 431, 353, 603, 225, 526, 294, 532, 217, 136, 134, 46, 260, 48, 275, 52, 169, 184, 284, 126, 143, 293, 336, 306, 324, 92, 408, 424, 454, 468, 483, 494, 530, 556, 581, 619, 620, 89, 621, 61, 35, 14 ]	[ [ 0, 1, 1, 1, 1, 0, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 1, 0...	Proliferating Endothelial	THD0011
[ [ 0, 0, 206.18556213378906, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 412.3711242675781, 0, 0, 0, 0, 0, 0, 0, 0, 103.09278106689453, 0, 0, 103.09278106689453, 0, 0, 0, 0, 0, 0, 0, 0, ...	train	aaaaabgk-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", "...	aaaaabgk-1	[ "EPAS1", "VIM", "KRT8", "PECAM1", "CD34", "ATF4", "IL7R", "KRT18", "PKM", "CD44", "CTNNB1", "ITGB1", "RHOA", "CD274", "SFTPD", "SNAI1", "ACTA2", "SFTA2", "IFIT1", "HSPA5", "HLA-DRA", "HIF1A", "FN1", "TOP2A", "IFIT3", "CSPG4", "COL3A1", "CLDN5", "WWTR1", "EPC...	[ 8, 7, 3, 6, 193, 603, 328, 431, 92, 46, 294, 324, 438, 100, 151, 306, 468, 89, 507, 522, 14, 504, 278, 272, 263, 258, 225, 581, 280, 146, 136, 126, 618, 194, 620, 301, 580, 556, 542, 346, 353, 390, 526, 409, 420, 428, 519, ...	[ [ 0, 1, 1, 1, 0, 1, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...	gCap	THD0011
[ [ 0, 0, 240, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 320, 0, 80, 0, 80, 0, 0, 0, 0, 160, 0, 80, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...	train	aaaaabdb-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", "...	aaaaabdb-1	[ "EPAS1", "PECAM1", "VIM", "HIST1H1C", "FN1", "HERPUD1", "ATF4", "ITGB1", "RNASE1", "ACTA2", "RHOA", "HEY1", "CTNNB1", "PKM", "BCL2L1", "SPARCL1", "VEGFA", "HIF1A", "WWTR1", "MRC1", "SEC11C", "CLDN5", "KDR", "RAMP2", "KRT18", "PPARG", "PLVAP", "PLIN2", "IFIT3",...	[ 8, 7, 3, 6, 193, 431, 603, 260, 225, 254, 46, 306, 469, 14, 468, 257, 151, 438, 58, 530, 602, 258, 618, 379, 490, 126, 312, 459, 324, 448, 445, 442, 280, 433, 273, 182, 346, 427, 426, 92, 231, 358, 211, 621, 454, 48, 60, 5...	[ [ 0, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ...	Arteriole	THD0011
[ [ 0, 0, 98.03921508789062, 98.03921508789062, 0, 0, 0, 98.03921508789062, 0, 0, 0, 0, 0, 196.07843017578125, 392.1568603515625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 98.03921508789062, 0, 0, 0, 0, ...	train	aaaaabfp-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", "...	aaaaabfp-1	[ "COL3A1", "LUM", "VIM", "PTGDS", "ATF4", "EPAS1", "CD44", "FN1", "ITGB1", "RHOA", "CTNNB1", "DCN", "PDGFRB", "PDGFRA", "KRT8", "FAS", "PGC", "HSPA5", "COL1A2", "ATF3", "NKX2-1", "CDK1", "HLA-DRA", "GNG11", "STAT6", "STAT1", "NUCB2", "MANF", "SLC25A4", "SLC2A...	[ 8, 7, 3, 6, 136, 353, 603, 454, 46, 193, 100, 225, 306, 468, 151, 169, 425, 424, 328, 206, 433, 272, 135, 45, 404, 114, 263, 238, 544, 542, 408, 360, 515, 516, 519, 134, 362, 255, 490, 529, 117, 21, 182, 442, 26, 324, 194, ...	[ [ 0, 1, 1, 0, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...	Alveolar FBs	THD0011
[ [ 0, 0, 114.9425277709961, 0, 0, 57.47126388549805, 0, 57.47126388549805, 0, 0, 0, 0, 0, 0, 114.9425277709961, 0, 57.47126388549805, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 172.41...	train	aaaaabem-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", "...	aaaaabem-1	[ "VIM", "KRT18", "LYZ", "FCER1G", "KRT8", "CD44", "VEGFA", "MRC1", "HIF1A", "PDIA3", "PTPRC", "MARCO", "CD68", "HERPUD1", "CTNNB1", "CCL18", "FCGR3A", "RHOA", "PPARG", "FN1", "ACTA2", "IDH1", "SMAD4", "XBP1", "EHMT1", "HIST1H1C", "SPCS3", "HLA-DRA", "PECAM1", ...	[ 8, 7, 3, 6, 603, 324, 357, 211, 328, 100, 602, 379, 258, 426, 456, 362, 102, 254, 151, 71, 214, 468, 448, 225, 14, 276, 519, 619, 184, 260, 532, 263, 431, 80, 514, 253, 305, 46, 336, 350, 300, 513, 504, 234, 389, 135, 390, ...	[ [ 0, 1, 1, 1, 1, 1, 0, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...	Macrophages	THD0011
[ [ 0, 0, 115.83011627197266, 0, 0, 115.83011627197266, 0, 0, 0, 0, 0, 0, 0, 0, 0, 77.22007751464844, 77.22007751464844, 38.61003875732422, 0, 0, 0, 0, 0, 38.61003875732422, 0, 0, 0, 0, 38.6100387573242...	train	aaaaabfi-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", "...	aaaaabfi-1	[ "VIM", "LYZ", "SPP1", "RNASE1", "FCER1G", "MRC1", "CEACAM6", "MARCO", "PKM", "MCEMP1", "PDIA3", "TREM2", "HLA-DRA", "ITGB1", "HSPA5", "CTNNB1", "MS4A7", "GPR183", "ICAM1", "PDIA6", "KRT18", "CD68", "CD44", "SOD2", "HIF1A", "XBP1", "AIF1", "ACTA2", "RHOA", "N...	[ 8, 7, 3, 6, 603, 357, 536, 469, 211, 379, 117, 362, 438, 363, 426, 586, 263, 306, 272, 151, 383, 242, 275, 428, 324, 102, 100, 526, 258, 619, 23, 14, 468, 408, 513, 490, 260, 276, 234, 390, 442, 530, 532, 273, 193, 116, 456,...	[ [ 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 0, 0, 0, 0, 1, 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, 0,...	SPP1+ Macrophages	THD0011
[ [ 0, 0, 0, 0, 102.04081726074219, 0, 0, 0, 102.04081726074219, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 102.04081726074219, 0, 0, 0, 306.1224365234375, 0, 0, 0, 0, ...	train	aaaaabeh-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", "...	aaaaabeh-1	[ "EPAS1", "FN1", "VIM", "IL7R", "SPARCL1", "RNASE1", "PECAM1", "HIST1H1C", "PDGFRA", "FCN3", "CA4", "ITGA3", "PDIA3", "WWTR1", "RHOA", "LUM", "COL1A1", "COL1A2", "HSPA5", "NUCB2", "LTF", "KDR", "HEY1", "HERPUD1", "SAA2", "CD274", "COL3A1", "ICAM1", "SFTA2", "...	[ 8, 7, 3, 6, 193, 225, 603, 294, 530, 469, 431, 260, 424, 217, 68, 301, 426, 618, 468, 353, 134, 135, 272, 408, 352, 312, 257, 254, 483, 89, 136, 275, 504, 304, 27, 522, 169, 22, 620, 448, 410, 61, 328, 394, 472, 117, 194 ]	[ [ 0, 0, 1, 1, 0, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0...	gCap	THD0011
[ [ 0, 0, 78.74015808105469, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 157.48031616210938, 0, 39.370079040527344, 78.74015808105469, 0, 0, 0, 0, 0, 78.74015808105469, 0, 0, 157.48031616210938, 0, 0, 0, 0...	train	aaaabcba-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", "...	aaaabcba-1	[ "VIM", "EPAS1", "FN1", "LUM", "PECAM1", "HIF1A", "HIST1H1C", "RHOA", "HERPUD1", "DCN", "WWTR1", "PDIA4", "PTGDS", "RNASE1", "HEY1", "BMPR2", "SOD2", "ATF4", "HLA-DRA", "CEACAM6", "ITGB1", "COL3A1", "PKM", "KRT18", "ACTA2", "CTNNB1", "CST3", "SPCS3", "COL1A2", ...	[ 8, 7, 3, 6, 603, 193, 225, 353, 431, 258, 260, 468, 254, 169, 618, 427, 454, 469, 257, 61, 526, 46, 263, 117, 306, 136, 438, 324, 14, 151, 147, 532, 135, 134, 507, 602, 304, 100, 426, 220, 50, 428, 58, 328, 247, 494, 580, ...	[ [ 0, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 0, 1, 0, 0, 0, 1, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...	Arteriole	THD0011
[ [ 0, 0, 166.6666717529297, 166.6666717529297, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 83.33333587646484, 0, 83.33333587646484, 0, 0, 0, 0, 83.33333587646484, 0, 0, 0, 0, 0, 0, 250, 0, 0, ...	train	aaaaabfo-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", "...	aaaaabfo-1	[ "EPAS1", "PECAM1", "VIM", "FN1", "HIST1H1C", "RNASE1", "COL1A2", "FCN3", "CD34", "SLC25A4", "COL3A1", "CA4", "CTNNB1", "DCN", "RAMP2", "NAPSA", "PDGFRB", "PDIA4", "HEY1", "CD274", "PGC", "ICAM1", "IL7R", "SPARCL1", "ACTA2", "AGER", "WWTR1", "WFDC2", "HES1", ...	[ 8, 7, 3, 6, 193, 431, 603, 225, 260, 469, 135, 217, 92, 515, 136, 68, 151, 169, 459, 394, 425, 427, 257, 89, 433, 275, 294, 530, 14, 21, 618, 610, 255, 194, 369, 523, 300, 117, 504, 490, 143, 48, 408, 149, 306, 426, 450, 1...	[ [ 0, 1, 1, 1, 1, 1, 0, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...	gCap	THD0011
[ [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 314.1361389160156, 0, 0, 0, 26.178010940551758, 0, 0, 0, 0, 26.178010940551758, 0, 0, 26.178010940551758, 0, 0, 0, 0, 0, 0, 0, 0, ...	train	aaaabbbp-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", "...	aaaabbbp-1	[ "SFTPD", "SFTPC", "NAPSA", "PGC", "LAMP3", "XBP1", "CD44", "ATF4", "VIM", "IDH1", "DUOX1", "MGST1", "YAP1", "DMBT1", "PKM", "RHOA", "PDIA3", "NKX2-1", "HLA-DRA", "SEC11C", "EPAS1", "DCN", "SSR3", "KRT18", "SELENOS", "HYOU1", "FN1", "LUM", "HIF1A", "KRT8", ...	[ 8, 7, 3, 6, 507, 506, 394, 433, 332, 619, 100, 46, 603, 276, 180, 369, 620, 177, 438, 468, 426, 404, 263, 490, 193, 169, 541, 324, 494, 273, 225, 353, 258, 328, 580, 408, 346, 184, 427, 532, 260, 389, 308, 526, 272, 136, 134...	[ [ 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 0, 1, 1, 0, 0, 1, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...	AT2	THD0011
[ [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 319.14892578125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 212.76596069335938, 0, 0, 0, 106.38298034667969, ...	train	aaaabcbf-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", "...	aaaabcbf-1	[ "FN1", "VIM", "SOD2", "PTGDS", "EPAS1", "DCN", "ATF4", "SPARCL1", "LUM", "ITGB1", "SFTPD", "ICAM1", "RHOA", "MYC", "COL3A1", "CCL2", "PDGFRA", "COL1A2", "CST3", "SAA2", "SELENOS", "SFTA2", "ITGAV", "COL1A1", "IRF1", "MAL", "DDIT3", "EGFR", "PDIA4", "PDIA3", ...	[ 8, 7, 3, 6, 225, 603, 526, 454, 193, 169, 46, 530, 353, 306, 507, 275, 468, 389, 136, 72, 424, 135, 147, 483, 494, 504, 304, 134, 296, 358, 171, 182, 427, 426, 529, 425, 206, 409, 329, 224, 258, 369, 293, 177, 448, 76, 544, ...	[ [ 0, 1, 1, 1, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ...	Alveolar FBs	THD0011
[ [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 45.871559143066406, 0, 0, 0, 45.871559143066406, 229.3577880859375, 0, 0, 0, 45.871559143066406, 91.74311828613281, 0, 0, 0, 0, 45.871559143066406, 0, 0, 0, 0, 0, ...	train	aaaabcbb-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", "...	aaaabcbb-1	[ "LUM", "VIM", "FN1", "PTGDS", "DCN", "SPARCL1", "SFTPD", "SOD2", "COL3A1", "PDIA3", "ATF4", "XBP1", "PDGFRB", "COL1A2", "SCGB3A2", "SOX9", "RHOA", "PKM", "ITGB1", "HERPUD1", "COL1A1", "IRF1", "SPRY2", "ICAM1", "HLA-DRA", "CD68", "MGST1", "CCN2", "RTKN2", "HI...	[ 8, 7, 3, 6, 353, 603, 225, 454, 169, 530, 507, 526, 136, 426, 46, 619, 425, 135, 489, 529, 468, 438, 306, 254, 134, 296, 537, 275, 263, 102, 369, 76, 473, 258, 618, 332, 448, 52, 408, 193, 324, 469, 424, 427, 260, 197, 428, ...	[ [ 0, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...	Alveolar FBs	THD0011
[ [ 0, 0, 0, 89.28571319580078, 0, 89.28571319580078, 0, 89.28571319580078, 0, 0, 0, 0, 0, 0, 89.28571319580078, 0, 0, 0, 0, 0, 0, 0, 0, 89.28571319580078, 0, 0, 0, 0, 0, 0, 0, 0, 89.285...	train	aaaabcho-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", "...	aaaabcho-1	[ "EPAS1", "VIM", "FN1", "COL1A2", "ITGB1", "RHOA", "IL7R", "HIST1H1C", "PDIA4", "DUOX1", "CCN2", "PTGDS", "XBP1", "IDH1", "HSPA5", "COL3A1", "DCN", "PLIN2", "FCER1G", "SELENOS", "CEACAM6", "SFTPD", "PDGFRB", "SMAD4", "WWTR1", "SOD2", "LYZ", "SPARCL1", "LUM", ...	[ 8, 7, 3, 6, 193, 603, 225, 135, 306, 468, 294, 260, 427, 180, 76, 454, 619, 276, 272, 136, 169, 442, 211, 494, 117, 507, 425, 519, 618, 526, 357, 530, 353, 394, 21, 254, 151, 220, 217, 408, 448, 411, 438, 420, 433, 428, 23, ...	[ [ 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...	Interstitial Macrophages	THD0011
[ [ 0, 0, 217.3913116455078, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 108.6956558227539, 0, 0, 0, 0, 0, 0, 0, 0, 0, 108.6956558227539, 0, 0, 0, 0, 0, 0, 0, 0, 0, 108.6956558227539, 0...	train	aaaabbbg-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", "...	aaaabbbg-1	[ "VIM", "EPAS1", "SPARCL1", "PTGDS", "ITGB1", "FN1", "CD44", "FABP4", "COL1A2", "SOD2", "LUM", "HIF1A", "GSR", "RHOA", "COL3A1", "KDR", "ACTA2", "WWTR1", "PKM", "RNASE1", "MMP7", "FKBP11", "ATF4", "SOX9", "HSPA5", "COL1A1", "HIST1H1C", "CD52", "HES1", "HERPUD...	[ 8, 7, 3, 6, 603, 193, 530, 454, 306, 225, 100, 202, 135, 526, 353, 258, 247, 468, 136, 312, 14, 618, 438, 469, 374, 224, 46, 529, 272, 134, 260, 101, 255, 254, 427, 234, 506, 248, 544, 151, 147, 490, 459, 408, 620, 169, 424,...	[ [ 0, 0, 1, 1, 1, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...	Fibroblasts	THD0011
[ [ 0, 0, 39.525691986083984, 0, 79.05138397216797, 0, 0, 0, 39.525691986083984, 39.525691986083984, 0, 0, 0, 0, 158.10276794433594, 0, 0, 0, 0, 0, 0, 39.525691986083984, 0, 39.525691986083984, 0, 0, 0, 0, ...	train	aaaabban-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", "...	aaaabban-1	[ "SFTPC", "PGC", "DMBT1", "SFTPD", "CD44", "NAPSA", "XBP1", "DUOX1", "MGST1", "LAMP3", "RHOA", "HSPA5", "VIM", "EPAS1", "SFTA2", "ATF4", "PLIN2", "PCNA", "SSR3", "NUCB2", "NKX2-1", "EPCAM", "FN1", "HYOU1", "PDIA3", "GSR", "ITGB1", "TOP1", "IDH1", "PRDX4", "...	[ 8, 7, 3, 6, 506, 433, 177, 507, 100, 394, 619, 180, 369, 332, 468, 272, 603, 193, 504, 46, 442, 420, 541, 408, 404, 194, 225, 273, 426, 247, 306, 580, 276, 450, 428, 431, 263, 620, 22, 255, 389, 151, 126, 523, 490, 494, 390,...	[ [ 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 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, 0, 0, 0, 0, 0,...	AT2	THD0011

[ [ 0, 0, 0, 0, 0, 44.24778747558594, 0, 44.24778747558594, 0, 0, 0, 0, 0, 0, 88.49557495117188, 0, 44.24778747558594, 44.24778747558594, 0, 0, 0, 0, 0, 44.24778747558594, 0, 0, 0, 0, 0, 0, 0, ...

train

aaaabbjn-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", "...

aaaabbjn-1

[ "VIM", "HLA-DRA", "MRC1", "LYZ", "MS4A7", "HIF1A", "CD44", "FCER1G", "PPARG", "ITGB1", "RHOA", "SPP1", "HMOX1", "PKM", "TREM2", "MARCO", "IDH1", "PTPRC", "HERPUD1", "CCL2", "EPAS1", "XBP1", "PDIA3", "EREG", "S100A8", "CST3", "ATF4", "RNASE1", "SOD2", "CD14",...

[ 8, 7, 3, 6, 603, 263, 379, 357, 383, 258, 100, 211, 448, 306, 468, 536, 266, 438, 586, 362, 276, 456, 254, 72, 193, 619, 426, 196, 480, 147, 46, 469, 526, 80, 261, 262, 431, 363, 151, 260, 294, 171, 473, 481, 490, 442, 428, ...

[ [ 0, 1, 1, 1, 1, 1, 1, 1, 0, 1, 0, 1, 0, 1, 0, 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, 0, 0, 0, 0, 0,...

SPP1+ Macrophages

THD0011

[ [ 0, 0, 0, 0, 0, 119.52191162109375, 0, 0, 39.84063720703125, 0, 0, 0, 0, 0, 79.6812744140625, 0, 0, 0, 0, 0, 39.84063720703125, 0, 0, 39.84063720703125, 39.84063720703125, 0, 0, 0, 0, 0, 0, ...

train

aaaabddg-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", "...

aaaabddg-1

[ "VIM", "HMOX1", "FN1", "IDH1", "COL1A2", "MRC1", "COL3A1", "CD44", "COL1A1", "MS4A7", "RHOA", "STAT6", "PDIA4", "MARCO", "EPAS1", "LYZ", "HLA-DRA", "HAVCR2", "PDIA3", "SOD2", "RNASE1", "HIF1A", "XBP1", "CD68", "FCER1G", "HSPA5", "PKM", "AIF1", "ITGB1", "OAS3...

[ 8, 7, 3, 6, 603, 266, 225, 276, 135, 379, 136, 100, 134, 383, 468, 544, 427, 362, 193, 357, 263, 253, 426, 526, 469, 258, 619, 102, 211, 272, 438, 23, 306, 411, 513, 97, 408, 231, 394, 293, 214, 80, 324, 76, 71, 46, 410, 1...

[ [ 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 1, 1, 1, 1, 1, 0, 0, 0, 1, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...

SPP1+ Macrophages

THD0011

[ [ 0, 0, 28.490028381347656, 28.490028381347656, 0, 227.92022705078125, 0, 0, 0, 28.490028381347656, 0, 0, 0, 28.490028381347656, 113.96011352539062, 56.98005676269531, 0, 0, 0, 28.490028381347656, 0, 28.490028381347656, 0, ...

train

aaaabbeg-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", "...

aaaabbeg-1

[ "VIM", "CD44", "PKM", "LYZ", "FCER1G", "RHOA", "PDIA3", "FN1", "AIF1", "HLA-DRA", "HIF1A", "IDH1", "MS4A7", "GPR183", "HIST1H1C", "XBP1", "HMOX1", "ITGB1", "HMGA1", "CCL18", "IL7R", "PLIN2", "SOD2", "CD14", "ICAM1", "HSPA5", "MARCO", "ITGAX", "PDIA4", "MRC1"...

[ 8, 7, 3, 6, 603, 100, 438, 357, 211, 468, 426, 225, 23, 263, 258, 276, 383, 242, 260, 619, 266, 306, 264, 71, 294, 442, 526, 80, 275, 272, 362, 305, 427, 379, 135, 586, 61, 400, 46, 336, 151, 254, 602, 136, 134, 390, 253, ...

[ [ 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 1, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...

Macrophages

THD0011

[ [ 0, 0, 35.587188720703125, 0, 0, 320.2846984863281, 0, 0, 0, 0, 0, 0, 0, 0, 0, 35.587188720703125, 35.587188720703125, 0, 0, 0, 0, 35.587188720703125, 0, 71.17437744140625, 71.17437744140625, 0, 0, 0, ...

train

aaaabbjk-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", "...

aaaabbjk-1

[ "LYZ", "VIM", "FCER1G", "AIF1", "IDH1", "MS4A7", "HLA-DRA", "CD44", "RHOA", "HMOX1", "MARCO", "KRT8", "S100A9", "CD68", "HERPUD1", "PECAM1", "MRC1", "CD14", "RNASE1", "CCL2", "PKM", "HIF1A", "HYOU1", "CST3", "CD69", "VEGFA", "PDIA3", "CTNNB1", "CCL18", "PDIA...

[ 8, 7, 3, 6, 357, 603, 211, 23, 276, 383, 263, 100, 468, 266, 362, 328, 481, 102, 254, 431, 379, 80, 469, 72, 438, 258, 273, 147, 103, 602, 426, 151, 71, 427, 442, 59, 348, 619, 196, 544, 305, 526, 225, 306, 513, 242, 480, ...

[ [ 0, 1, 1, 1, 1, 1, 1, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...

Interstitial Macrophages

THD0011

[ [ 0, 0, 89.08686065673828, 0, 44.54343032836914, 0, 0, 0, 0, 0, 0, 0, 0, 0, 66.81514739990234, 0, 22.27171516418457, 0, 44.54343032836914, 0, 22.27171516418457, 0, 22.27171516418457, 44.54343032836914, 0, 0, ...

train

aaaabbnm-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", "...

aaaabbnm-1

[ "PGC", "HIST1H1C", "MGST1", "RHOA", "SFTPC", "SFTPD", "PDIA4", "DMBT1", "PCNA", "LAMP3", "NKX2-1", "YAP1", "CD44", "NAPSA", "PKM", "PDIA3", "HYOU1", "HLA-DRA", "KRT18", "UCHL3", "HSPA5", "ICAM1", "EPAS1", "HIF1A", "TOP2A", "DUOX1", "ITGB1", "KRT8", "CDK1", "...

[ 8, 7, 3, 6, 433, 260, 369, 468, 506, 507, 427, 177, 420, 332, 404, 620, 100, 394, 438, 426, 273, 263, 324, 596, 272, 275, 193, 258, 581, 180, 306, 328, 114, 580, 78, 515, 408, 428, 409, 247, 371, 360, 14, 619, 194, 231, 234,...

[ [ 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, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0,...

Proliferating Epithelial

THD0011

[ [ 0, 0, 147.05882263183594, 0, 49.01960754394531, 392.1568603515625, 0, 0, 0, 0, 0, 0, 0, 0, 147.05882263183594, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 49.01960754394531, 0, 147.05882263183594, 0, 0...

train

aaaabblk-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", "...

aaaabblk-1

[ "VIM", "LYZ", "HLA-DRA", "AIF1", "CCL2", "CD44", "FCER1G", "ITGB1", "FN1", "CD68", "IDH1", "HMOX1", "HIF1A", "MRC1", "PKM", "PLIN2", "C1QC", "ATF4", "FCGR3A", "PPARG", "HSPA5", "ACTA2", "RHOA", "S100A9", "STAT6", "MS4A7", "MARCO", "XBP1", "PDIA4", "CTNNB1", ...

[ 8, 7, 3, 6, 603, 357, 263, 23, 72, 100, 211, 306, 225, 102, 276, 266, 258, 379, 438, 442, 66, 46, 214, 448, 272, 14, 468, 481, 544, 383, 362, 619, 427, 151, 428, 193, 528, 526, 431, 262, 188, 409, 221, 261, 404, 514, 114, ...

[ [ 0, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 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, 0, 0, 0, 0, 0, 0,...

SPP1+ Macrophages

THD0011

[ [ 0, 0, 100, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 100, 0, 0, 100, 0, 0, 100, 0, 0, 0, 0, 0, 100, 0, 0, 0, 0, 0, 0, 100, 0, 0, 0, ...

train

aaaabbfc-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", "...

aaaabbfc-1

[ "VIM", "KRT8", "KRT18", "HIST1H1C", "PCNA", "PDIA6", "SLC25A4", "GSR", "RHOA", "FGF7", "FN1", "HMGA1", "SOX4", "SOD2", "COL1A2", "SAA2", "PKM", "PLIN2", "PLPP5", "POSTN", "CD68", "PTPRC", "RACGAP1", "SELENOS", "SEC11C", "CTHRC1", "SCG2", "PDIA3", "CD86", "S1...

[ 8, 7, 3, 6, 603, 328, 324, 260, 420, 428, 515, 247, 468, 221, 225, 264, 528, 526, 135, 483, 438, 442, 444, 446, 102, 456, 457, 494, 490, 149, 487, 426, 109, 478, 454, 205, 316, 317, 300, 287, 336, 281, 348, 349, 197, 266, 25...

[ [ 0, 0, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...

Proliferating Epithelial

THD0011

[ [ 0, 0, 155.03875732421875, 0, 25.839794158935547, 0, 0, 0, 0, 129.198974609375, 0, 0, 0, 25.839794158935547, 103.35917663574219, 0, 25.839794158935547, 0, 25.839794158935547, 51.679588317871094, 0, 51.679588317871094, 0, ...

train

aaaabbfg-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", "...

aaaabbfg-1

[ "KRT18", "EPCAM", "MGST1", "KRT8", "RHOA", "PDIA3", "HIST1H1C", "MKI67", "TOP2A", "CD44", "NKX2-1", "PKM", "PCNA", "ICAM1", "HMGA1", "HES1", "IDH1", "HIF1A", "EREG", "ACTA2", "LMAN1", "PDIA4", "XBP1", "EHMT1", "EPAS1", "ANKRD28", "HERPUD1", "S100A2", "SLC25A4"...

[ 8, 7, 3, 6, 324, 194, 369, 328, 468, 426, 260, 371, 581, 100, 404, 438, 420, 275, 264, 255, 276, 258, 196, 14, 346, 427, 619, 184, 193, 31, 254, 478, 515, 450, 532, 117, 301, 46, 273, 231, 618, 594, 596, 247, 448, 180, 603, ...

[ [ 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, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 1, 0, 0,...

Proliferating Epithelial

THD0011

[ [ 0, 0, 65.57376861572266, 0, 32.78688430786133, 0, 0, 0, 0, 32.78688430786133, 0, 0, 0, 32.78688430786133, 163.93441772460938, 0, 0, 0, 0, 32.78688430786133, 0, 65.57376861572266, 0, 65.57376861572266, 0, 0, ...

train

aaaabbob-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", "...

aaaabbob-1

[ "PDIA3", "KRT8", "KRT18", "MGST1", "SFTPD", "EPCAM", "RHOA", "XBP1", "PKM", "MANF", "ITGB1", "HSPA5", "HIST1H1C", "ICAM1", "PDIA4", "PCNA", "EPAS1", "SELENOS", "HYOU1", "CD44", "ATF4", "CEACAM6", "VIM", "SPCS3", "PGC", "NKX2-1", "MYC", "LMAN1", "LAMP3", "HMG...

[ 8, 7, 3, 6, 426, 328, 324, 369, 507, 194, 468, 619, 438, 360, 306, 272, 260, 275, 427, 420, 193, 494, 273, 100, 46, 117, 603, 532, 433, 404, 389, 346, 332, 264, 506, 276, 408, 531, 263, 504, 390, 247, 231, 409, 225, 580, 357...

[ [ 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 0, 1, 0, 0, 1, 1, 1, 1, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0,...

AT2

THD0011

[ [ 0, 0, 701.75439453125, 0, 0, 0, 0, 0, 0, 87.71929931640625, 0, 0, 0, 0, 0, 0, 87.71929931640625, 0, 0, 87.71929931640625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...

train

aaaafgei-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", "...

aaaafgei-1

[ "VIM", "ACTA2", "EPAS1", "SPARCL1", "STAT6", "FN1", "PDGFRB", "ITGB1", "LUM", "RHOA", "NUCB2", "PDGFRA", "SPCS2", "PDIA4", "YAP1", "PECAM1", "COL3A1", "SOD2", "MKI67", "ZEB1", "PTGDS", "UBE2J1", "KDR", "HYOU1", "ATG7", "HSPA5", "HIF1A", "HES1", "HERPUD1", "W...

[ 8, 7, 3, 6, 603, 14, 193, 530, 544, 225, 425, 306, 353, 468, 408, 424, 531, 427, 620, 431, 136, 526, 371, 621, 454, 594, 312, 273, 48, 272, 258, 255, 254, 610, 134, 135, 469, 147, 151, 217, 169, 212, 409, 206, 602, 197, 528,...

[ [ 0, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...

Proliferating Mesenchymal

THD0011

[ [ 0, 0, 109.89010620117188, 0, 0, 0, 0, 109.89010620117188, 0, 0, 0, 0, 0, 0, 439.5604248046875, 0, 109.89010620117188, 0, 0, 0, 0, 0, 0, 219.78021240234375, 0, 0, 109.89010620117188, 0, 0, 0, ...

train

aaaaaapp-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", "...

aaaaaapp-1

[ "CEACAM6", "NKX2-1", "ATF4", "SFTPD", "VEGFA", "HSPA5", "ITGA3", "RTKN2", "ICAM1", "WWTR1", "COL4A3", "KRT8", "NAPSA", "DUOX1", "VIM", "ITGB1", "SFTA2", "SEC11C", "IRF1", "STAT1", "FN1", "XBP1", "BCL2L1", "CTNNB1", "GCLM", "RNASE1", "LUM", "NHSL2", "SOD2", "...

[ 8, 7, 3, 6, 117, 404, 46, 507, 602, 272, 301, 473, 275, 618, 137, 328, 394, 180, 603, 306, 504, 490, 296, 542, 225, 619, 58, 151, 231, 469, 353, 401, 526, 360, 544, 280, 61, 620, 14, 182, 26, 433, 193, 194, 48, 247, 191, 5...

[ [ 0, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...

AT1

THD0011

[ [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 87.71929931640625, 0, 0, 0, 87.71929931640625, 87.71929931640625, 0, 175.4385986328125, 0, 0, 0, 0, 0, 0, 0, 0, 0...

train

aaaabckp-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", "...

aaaabckp-1

[ "VIM", "EPAS1", "SFTPC", "SFTPD", "CD34", "SOD2", "ITGB1", "COL1A2", "DCN", "SPARCL1", "FN1", "HIST1H1C", "LUM", "IL7R", "CTNNB1", "PDGFRB", "PDIA6", "BMPR2", "PGC", "STAT6", "PECAM1", "RHOA", "CD44", "MGST1", "XBP1", "CLDN5", "WWTR1", "PDIA3", "SPCS2", "DUO...

[ 8, 7, 3, 6, 603, 193, 506, 507, 92, 526, 306, 135, 169, 530, 225, 260, 353, 294, 151, 425, 428, 61, 433, 544, 431, 468, 100, 369, 619, 126, 618, 426, 531, 180, 515, 194, 206, 489, 234, 254, 481, 261, 263, 438, 272, 276, 620,...

[ [ 0, 1, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...

gCap

THD0011

[ [ 0, 0, 0, 72.4637680053711, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 144.9275360107422, 0, 72.4637680053711, 0, 0, 0, 0, 0, 0, 72.4637680053711, 0, 0, 72.4637680053711, 0, 0, 0, 0, 0, 0, 144...

train

aaaabcmj-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", "...

aaaabcmj-1

[ "SFTPC", "SFTPD", "NAPSA", "SCGB3A2", "PGC", "HLA-DRA", "MGST1", "SOD2", "VIM", "YAP1", "RHOA", "ERLEC1", "DMBT1", "CD44", "TOP1", "EPCAM", "ATF4", "CCL2", "SPARCL1", "HIST1H1C", "HERPUD1", "SFTA2", "EHMT1", "PECAM1", "SLC25A4", "SEC11C", "GKN2", "DUOX1", "GCL...

[ 8, 7, 3, 6, 506, 507, 394, 489, 433, 263, 369, 526, 603, 620, 468, 197, 177, 100, 580, 194, 46, 72, 530, 260, 254, 504, 184, 431, 515, 490, 234, 180, 231, 178, 137, 469, 147, 214, 205, 427, 182, 266, 193, 273, 48, 61, 58, ...

[ [ 0, 1, 1, 1, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...

AT2

THD0011

[ [ 0, 0, 205.12820434570312, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 51.28205108642578, 0, 0, 0, 0, 0, 0, 0, 51.28205108642578, 0, 0, 51.28205108642578, 0, 0, 0, 0, 0, 0, 0, 0, ...

train

aaaabbhg-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", "...

aaaabbhg-1

[ "PGC", "SFTPD", "DMBT1", "XBP1", "CD44", "NKX2-1", "VIM", "NAPSA", "SCGB3A2", "SFTA2", "SFTPC", "HIST1H1C", "PLIN2", "DUOX1", "MGST1", "DCN", "SOD2", "ACTA2", "YAP1", "RHOA", "LAMP3", "COL1A1", "EPCAM", "PKM", "CST3", "FN1", "COL3A1", "HIF1A", "SPARCL1", "EG...

[ 8, 7, 3, 6, 433, 507, 177, 619, 100, 404, 603, 394, 489, 504, 506, 260, 442, 180, 369, 169, 526, 14, 620, 468, 332, 134, 194, 438, 147, 225, 136, 258, 530, 182, 276, 541, 531, 478, 544, 357, 353, 409, 580, 454, 618, 306, 193...

[ [ 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 1, 0, 1, 0, 1, 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,...

AT2

THD0011

[ [ 0, 0, 212.76596069335938, 0, 0, 0, 0, 0, 106.38298034667969, 0, 0, 0, 0, 106.38298034667969, 106.38298034667969, 0, 0, 0, 0, 106.38298034667969, 0, 0, 0, 106.38298034667969, 0, 0, 0, 0, 0, 0, ...

train

aaaabcgp-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", "...

aaaabcgp-1

[ "VIM", "EPAS1", "IL7R", "HERPUD1", "FN1", "PECAM1", "COL1A2", "FCN3", "HEY1", "ACTA2", "COL3A1", "HLA-DRA", "PTGDS", "RNASE1", "DMBT1", "DDIT3", "CEACAM6", "GNG11", "GZMB", "DCN", "HIF1A", "HLA-DQA1", "CTNNB1", "IFIT2", "CD44", "STAT6", "SPARCL1", "SOX4", "SFT...

[ 8, 7, 3, 6, 603, 193, 294, 254, 225, 431, 135, 217, 257, 14, 136, 263, 454, 469, 177, 171, 117, 238, 249, 169, 258, 261, 151, 279, 100, 544, 530, 528, 506, 483, 442, 278, 427, 424, 366, 353, 348, 306, 620, 426, 89, 621, 27, ...

[ [ 0, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...

gCap

THD0011

[ [ 0, 0, 65.3594741821289, 0, 0, 65.3594741821289, 0, 0, 0, 65.3594741821289, 0, 0, 0, 0, 326.79736328125, 0, 0, 0, 0, 65.3594741821289, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...

train

aaaabckb-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", "...

aaaabckb-1

[ "PGC", "SFTPC", "SFTPD", "NAPSA", "NKX2-1", "CD44", "DUOX1", "ATF4", "LAMP3", "HIST1H1C", "SOD2", "VIM", "MGST1", "CFTR", "EPAS1", "HERPUD1", "FN1", "HLA-DRA", "DMBT1", "LUM", "SFTA2", "COL1A1", "HSPA5", "TOP1", "EPCAM", "DDIT3", "KRT18", "RNASE1", "RHOA", "...

[ 8, 7, 3, 6, 433, 506, 507, 394, 404, 100, 180, 46, 332, 260, 526, 603, 369, 120, 193, 254, 225, 263, 177, 353, 504, 134, 272, 580, 194, 171, 324, 469, 468, 137, 23, 306, 531, 596, 169, 31, 52, 541, 519, 544, 147, 135, 619, ...

[ [ 0, 1, 1, 1, 1, 1, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...

AT2

THD0011

[ [ 0, 0, 67.56756591796875, 0, 0, 67.56756591796875, 0, 67.56756591796875, 0, 0, 0, 0, 0, 0, 67.56756591796875, 67.56756591796875, 0, 0, 0, 0, 0, 0, 67.56756591796875, 67.56756591796875, 202.70269775390625, 0, ...

train

aaaabcma-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", "...

aaaabcma-1

[ "MRC1", "VIM", "CD14", "LUM", "MS4A7", "FCER1G", "LYZ", "SOD2", "RHOA", "ITGB1", "HLA-DQA1", "HIST1H1C", "HERPUD1", "HLA-DRA", "BCL2L11", "HAVCR2", "CST3", "FCGBP", "GPR183", "C1QC", "HIF1A", "COL3A1", "RNASE1", "PTPRC", "CD68", "CD44", "IDH1", "POSTN", "DUOX1...

[ 8, 7, 3, 6, 379, 603, 80, 353, 383, 211, 357, 526, 468, 306, 261, 260, 254, 263, 59, 253, 147, 212, 242, 66, 258, 136, 469, 456, 102, 100, 276, 446, 180, 324, 619, 304, 431, 264, 262, 23, 602, 47, 46, 26, 225, 473, 151, 47...

[ [ 0, 1, 1, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...

Macrophages

THD0011

[ [ 0, 0, 0, 0, 0, 175.4385986328125, 0, 0, 0, 58.479530334472656, 0, 0, 0, 0, 0, 0, 175.4385986328125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 58.479530334472656, 0, 116.95906066894531, 0, 0, 0, 643...

train

aaaabama-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", "...

aaaabama-1

[ "VIM", "HMOX1", "CCL18", "HLA-DRA", "LYZ", "MRC1", "ICAM1", "HLA-DQA1", "CCL2", "CD44", "XBP1", "IDH1", "FCER1G", "RNASE1", "HAVCR2", "CD68", "MARCO", "RHOA", "AIF1", "PLIN2", "PKM", "ATG7", "CTNNB1", "HIF1A", "NKX2-1", "STAT6", "PDIA3", "IL7R", "PDIA6", "IT...

[ 8, 7, 3, 6, 603, 266, 71, 263, 357, 379, 275, 261, 72, 100, 619, 276, 211, 469, 253, 102, 362, 468, 23, 442, 438, 48, 151, 258, 404, 544, 426, 294, 428, 306, 602, 66, 513, 526, 103, 517, 242, 506, 231, 481, 390, 147, 401, ...

[ [ 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 0, 1, 0, 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, 0, 0, 0, 0, 0,...

SPP1+ Macrophages

THD0011

[ [ 0, 0, 0, 194.1747589111328, 0, 0, 0, 291.26214599609375, 0, 0, 0, 0, 0, 0, 388.3495178222656, 0, 0, 0, 0, 97.0873794555664, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0...

train

aaaabamh-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", "...

aaaabamh-1

[ "RHOA", "PGC", "NKX2-1", "SFTPC", "ATF4", "SFTPD", "DUOX1", "VIM", "SFTA2", "AKR1C1", "VEGFA", "KRT8", "CD44", "PDIA3", "STAT6", "NAPSA", "YAP1", "EPAS1", "FN1", "AGER", "CEACAM6", "NUTF2", "MYDGF", "RTKN2", "HERPUD1", "SLC25A4", "HIF1A", "HIST1H1C", "SEC11C",...

[ 8, 7, 3, 6, 468, 433, 404, 506, 46, 507, 180, 603, 504, 26, 602, 328, 100, 426, 544, 394, 620, 193, 225, 21, 117, 409, 390, 473, 254, 515, 258, 260, 490, 263, 408, 266, 272, 428, 276, 410, 619, 308, 182, 177, 610, 301, 324, ...

[ [ 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...

AT2

THD0011

[ [ 0, 0, 56.17977523803711, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 280.89886474609375, 0, 0, 0, 0, 0, 0, 0, 0, 56.17977523803711, 0, 0, 56.17977523803711, 0, 0, 0, 0, 0, 0, 0, 0, ...

train

aaaabbhf-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", "...

aaaabbhf-1

[ "SFTPC", "NAPSA", "PGC", "SFTPD", "KRT18", "PKM", "DUOX1", "LAMP3", "YAP1", "ATF4", "CD44", "HSPA5", "NKX2-1", "CEACAM6", "HIST1H1C", "EPCAM", "PDIA3", "VIM", "HIF1A", "KRT8", "EGFR", "RHOA", "PDIA4", "ITGB1", "IDH1", "MGST1", "HLA-DRA", "HERPUD1", "XBP1", "...

[ 8, 7, 3, 6, 506, 394, 433, 507, 324, 438, 180, 332, 620, 46, 100, 272, 404, 117, 260, 194, 426, 603, 258, 328, 182, 468, 427, 306, 276, 369, 263, 254, 619, 197, 390, 247, 580, 177, 504, 420, 515, 517, 519, 234, 389, 151, 490...

[ [ 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 0, 1, 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, 0, 0, 0, 0, 0,...

AT2

THD0011

[ [ 0, 0, 103.09278106689453, 0, 0, 515.4639282226562, 0, 0, 0, 0, 0, 0, 0, 0, 103.09278106689453, 103.09278106689453, 103.09278106689453, 0, 0, 0, 0, 0, 0, 0, 0, 0, 103.09278106689453, 0, 0, 0, ...

train

aaaabbii-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", "...

aaaabbii-1

[ "VIM", "CD14", "MS4A7", "AIF1", "LUM", "FCER1G", "FN1", "LYZ", "ITGB1", "HIST1H1C", "MRC1", "PKM", "PTPRC", "GSR", "SPCS3", "IDH1", "HLA-DRA", "CD68", "YAP1", "GPR183", "TGFB1", "DCN", "RNASE1", "HMOX1", "HMGA1", "PLIN2", "EPAS1", "PDIA6", "PDIA3", "S100A8",...

[ 8, 7, 3, 6, 603, 80, 383, 23, 353, 211, 225, 357, 306, 260, 379, 438, 456, 247, 532, 276, 263, 102, 620, 242, 556, 169, 469, 266, 264, 442, 193, 428, 426, 480, 258, 255, 147, 97, 100, 214, 541, 163, 253, 184, 47, 346, 348, ...

[ [ 0, 1, 1, 0, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...

Macrophages

THD0011

[ [ 0, 0, 0, 0, 0, 169.4915313720703, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 84.74576568603516, 0, 0, 169.4915313720703, 0, 0, 0, 0, 84.74576568603516, 0, 84.74576568603516, 0, 84.74576568603516, 0, 0, ...

train

aaaabbka-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", "...

aaaabbka-1

[ "HLA-DRA", "LYZ", "VIM", "CD44", "SLC1A3", "CCL18", "FCER1G", "MS4A7", "HLA-DQA1", "MRC1", "HERPUD1", "SOD2", "PKM", "IDH1", "HSPA5", "XBP1", "EPAS1", "ITGB1", "FN1", "AIF1", "VEGFA", "AXL", "CTNNB1", "CD68", "CD14", "HIF1A", "HLA-DQB1", "HIST1H1C", "SSR3", ...

[ 8, 7, 3, 6, 263, 357, 603, 100, 513, 71, 211, 383, 261, 379, 254, 526, 438, 276, 272, 619, 193, 306, 225, 23, 602, 52, 151, 102, 80, 258, 262, 260, 541, 294, 487, 481, 214, 469, 410, 448, 446, 426, 442, 180, 390, 135, 431, ...

[ [ 0, 1, 1, 1, 0, 1, 0, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...

Macrophages

THD0011

[ [ 0, 0, 0, 0, 0, 204.08163452148438, 0, 306.1224365234375, 204.08163452148438, 0, 0, 0, 0, 0, 102.04081726074219, 102.04081726074219, 0, 0, 0, 0, 0, 102.04081726074219, 102.04081726074219, 0, 0, 0, 102.040817...

train

aaaabbjd-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", "...

aaaabbjd-1

[ "VIM", "FN1", "PLIN2", "PKM", "LGALS1", "HES1", "AKR1C1", "IDH1", "ITGB1", "AKR1C2", "LYZ", "CCL18", "HMOX1", "HMGA1", "HLA-DRA", "HIF1A", "MYC", "AIF1", "COL1A2", "KRT18", "KRT8", "PDIA3", "TGFB1", "MAL", "CD1A", "CD2", "COL4A3", "COL3A1", "COL1A1", "HLA-DQ...

[ 8, 7, 3, 6, 603, 225, 442, 438, 336, 255, 26, 276, 306, 27, 357, 71, 266, 264, 263, 258, 389, 23, 135, 324, 328, 426, 556, 358, 83, 85, 137, 136, 134, 262, 261, 191, 456, 448, 526, 78, 231, 542, 193, 468, 619, 46, 596, 47,...

[ [ 0, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...

Proliferating Myeloid

THD0011

[ [ 0, 0, 86.20689392089844, 0, 0, 0, 0, 0, 0, 86.20689392089844, 0, 0, 0, 0, 86.20689392089844, 0, 0, 86.20689392089844, 0, 0, 0, 0, 0, 0, 86.20689392089844, 0, 0, 0, 0, 0, 0, 0, 0, ...

train

aaaabbff-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", "...

aaaabbff-1

[ "VIM", "LUM", "FN1", "PLIN2", "CD44", "CD8A", "HIF1A", "PTPRC", "PTGDS", "HIST1H1C", "RHOA", "SOD2", "CCL5", "CD69", "CD3E", "CD247", "FAS", "KLRC1", "TRAC", "SPCS3", "YAP1", "IDH1", "HSPA5", "SPCS2", "CD3D", "ITGAV", "ITGAE", "CD68", "ICAM1", "SMAD4", "SE...

[ 8, 7, 3, 6, 603, 353, 225, 442, 100, 110, 258, 456, 454, 260, 468, 526, 75, 103, 95, 87, 206, 317, 585, 532, 620, 276, 272, 531, 94, 304, 302, 102, 275, 519, 490, 136, 221, 425, 266, 369, 253, 450, 248, 193, 194, 433, 390, ...

[ [ 0, 1, 0, 1, 0, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...

T-cells

THD0011

[ [ 0, 0, 60.240962982177734, 0, 0, 60.240962982177734, 0, 0, 60.240962982177734, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 60.240962982177734, 60.240962982177734, 120.48192596435547, 0, 0, 0, 0, 0, 0, ...

train

aaaabbkf-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", "...

aaaabbkf-1

[ "VIM", "FN1", "LUM", "COL3A1", "FCER1G", "HERPUD1", "SPP1", "GPR183", "HMOX1", "HLA-DRA", "EPAS1", "COL1A2", "LYZ", "MS4A7", "SLC1A3", "ITGAM", "PLIN2", "PTPRC", "PCNA", "PDIA3", "HLA-DQB1", "IDH1", "HIST1H1C", "HIF1A", "HAVCR2", "CTNNB1", "DCN", "PDGFRA", "PK...

[ 8, 7, 3, 6, 603, 225, 353, 136, 211, 254, 536, 242, 266, 263, 193, 135, 357, 383, 513, 303, 442, 456, 420, 426, 262, 276, 260, 258, 253, 151, 169, 424, 438, 526, 390, 428, 306, 336, 58, 305, 602, 101, 149, 103, 27, 379, 55, ...

[ [ 0, 1, 1, 1, 0, 0, 0, 0, 1, 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, 0, 0, 0, 0, 0, 0, 0,...

SPP1+ Macrophages

THD0011

[ [ 0, 0, 103.09278106689453, 0, 0, 206.18556213378906, 0, 103.09278106689453, 0, 0, 0, 0, 0, 206.18556213378906, 206.18556213378906, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 103.09278106689453, 103.09278106689453,...

train

aaaabdco-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", "...

aaaabdco-1

[ "VIM", "CD68", "LYZ", "HLA-DRA", "RHOA", "ITGB1", "FN1", "SMAD4", "EGFR", "HMOX1", "MRC1", "HIST1H1C", "ITGAV", "CEACAM6", "ATF4", "ICAM1", "CTNNB1", "SOD2", "XBP1", "AIF1", "ATF3", "DCN", "PDIA6", "SPCS2", "SPCS3", "HSPA5", "CD86", "HERPUD1", "OAS2", "CST3"...

[ 8, 7, 3, 6, 603, 102, 357, 263, 468, 306, 225, 519, 182, 266, 379, 260, 304, 117, 46, 275, 151, 526, 619, 23, 45, 169, 428, 531, 532, 272, 109, 254, 410, 147, 411, 214, 211, 448, 446, 178, 426, 442, 438, 191, 194, 513, 544, ...

[ [ 0, 0, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...

gCap

THD0011

[ [ 0, 0, 123.456787109375, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 61.7283935546875, 0, 0, 0, 0, 0, 0, 0, 0, 61.7283935546875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 123.45...

train

aaaabbfh-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", "...

aaaabbfh-1

[ "VIM", "ICAM1", "COL1A1", "LUM", "COL3A1", "COL1A2", "PDGFRA", "FN1", "CD44", "ITGB1", "HIF1A", "FAP", "SOD2", "LMAN1", "CST3", "LGALS1", "CCN2", "CTHRC1", "TGFB1", "XBP1", "ACTA2", "WWTR1", "PKM", "FGF7", "LYZ", "HLA-DRA", "SPRY2", "CRELD2", "GKN2", "SPCS3"...

[ 8, 7, 3, 6, 603, 275, 134, 353, 136, 135, 424, 225, 100, 306, 258, 205, 526, 346, 147, 336, 76, 149, 556, 619, 14, 618, 438, 221, 357, 263, 537, 144, 234, 532, 394, 530, 529, 255, 247, 428, 400, 220, 523, 426, 620, 193, 433,...

[ [ 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...

Fibroblasts

THD0011

[ [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 66.22516632080078, 264.9006652832031, 0, 0, 0, 66.22516632080078, 0, 0, 0, 0, 66.22516632080078, 0, 0, 66.22516632080078, 0, 0, 0, 0, 0, 0, ...

train

aaaabbmm-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", "...

aaaabbmm-1

[ "VIM", "LYZ", "FN1", "PKM", "LUM", "ITGB1", "ITGAX", "ATF4", "PDIA3", "KRT8", "CD44", "HIF1A", "FKBP11", "CST3", "COL1A2", "HLA-DQA1", "COL1A1", "MAL", "COL3A1", "MS4A7", "UCHL3", "RHOA", "CXCR4", "CD14", "STAT6", "EPAS1", "GPR183", "GSR", "MRC1", "HERPUD1",...

[ 8, 7, 3, 6, 603, 357, 225, 438, 353, 306, 305, 46, 426, 328, 100, 258, 224, 147, 135, 261, 134, 358, 136, 383, 596, 468, 163, 80, 544, 193, 242, 247, 379, 254, 260, 528, 514, 169, 400, 149, 408, 151, 420, 456, 211, 177, 448,...

[ [ 0, 1, 1, 0, 1, 1, 1, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...

Interstitial Macrophages

THD0011

[ [ 0, 0, 0, 0, 0, 120.48192596435547, 0, 120.48192596435547, 120.48192596435547, 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...

train

aaaabdch-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", "...

aaaabdch-1

[ "LYZ", "VIM", "HLA-DRA", "GPR183", "SOD2", "VEGFA", "RNASE1", "FCER1G", "HERPUD1", "CD44", "CD68", "CD86", "HSPA5", "MRC1", "EPAS1", "HLA-DQA1", "PDIA3", "PLIN2", "HIF1A", "HIST1H1C", "HLA-DQB1", "STAT1", "ITGB1", "SEC11C", "S100A8", "RHOA", "PCNA", "PPARG", "...

[ 8, 7, 3, 6, 357, 603, 263, 242, 526, 602, 469, 211, 254, 100, 102, 109, 272, 379, 193, 261, 426, 442, 258, 260, 262, 542, 306, 490, 480, 468, 420, 448, 445, 438, 253, 71, 431, 27, 67, 273, 324, 26, 23 ]

[ [ 0, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 1, 0, 1, 0, 0...

Macrophages

THD0011

[ [ 0, 0, 543.478271484375, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 217.3913116455078, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 108.6956558227539, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 108....

train

aaaafgpg-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", "...

aaaafgpg-1

[ "VIM", "EPAS1", "ACTA2", "FN1", "MEG3", "CSPG4", "HIF1A", "SPARCL1", "PDGFRB", "DCN", "UBE2J1", "RHOA", "HEY1", "ATF4", "FCN3", "CST3", "LUM", "ITGB1", "COL3A1", "SFTPC", "SLC2A1", "CD44", "CD4", "CD34", "PRDX4", "PLIN2", "PGC", "ZEB1", "PDIA4", "PDIA3", "...

[ 8, 7, 3, 6, 603, 193, 14, 225, 366, 146, 258, 530, 425, 169, 594, 468, 257, 46, 217, 147, 353, 306, 136, 506, 516, 100, 97, 92, 450, 442, 433, 621, 427, 426, 206, 389, 260, 261, 273, 335, 326, 324, 300, 304, 428, 532, 309, ...

[ [ 0, 1, 0, 0, 1, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...

Fibroblasts

THD0011

[ [ 0, 0, 0, 0, 0, 135.1351318359375, 0, 0, 0, 0, 0, 0, 0, 45.0450439453125, 180.18017578125, 0, 45.0450439453125, 45.0450439453125, 0, 0, 0, 45.0450439453125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...

train

aaaaabbg-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", "...

aaaaabbg-1

[ "VIM", "HLA-DRA", "LYZ", "MRC1", "CD44", "CD68", "CTNNB1", "MARCO", "FCGR3A", "GPR183", "PKM", "PLIN2", "HLA-DQA1", "FN1", "CST3", "IL7R", "ATF4", "CD14", "RHOA", "VEGFA", "HSPA5", "AIF1", "PDIA6", "PDIA3", "CCL2", "ITGAX", "HERPUD1", "EREG", "SPCS3", "SPCS2...

[ 8, 7, 3, 6, 603, 263, 357, 379, 100, 102, 151, 362, 214, 242, 438, 442, 261, 225, 147, 294, 46, 80, 468, 602, 272, 23, 428, 426, 72, 305, 254, 196, 532, 531, 363, 466, 253, 109, 519, 513, 262, 383, 494, 390, 481, 176, 211, ...

[ [ 0, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 0, 0, 0, 1, 0, 0, 1, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...

FABP4+ Macrophages

THD0011

[ [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 243.90243530273438, 0, 243.90243530273438, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...

train

aaaabbgc-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", "...

aaaabbgc-1

[ "SPARCL1", "VIM", "PDGFRB", "SFTPC", "STAT6", "SCGB3A2", "FN1", "NAPSA", "EPAS1", "BMPR2", "BCL2L11", "PECAM1", "CTNNB1", "SFTPD", "WWTR1", "SELENOS", "EGFR", "XBP1", "ERLEC1", "FKBP11", "HERPUD1", "HES1", "HIF1A", "HIST1H1C", "HLA-DQA1", "HSPA5", "ITGB1", "KLRC...

[ 8, 7, 3, 6, 530, 603, 425, 506, 544, 489, 225, 394, 193, 61, 59, 431, 151, 507, 618, 494, 182, 619, 197, 224, 254, 255, 258, 260, 261, 272, 306, 317, 357, 575, 531, 523, 400, 409, 177, 427, 515, 433, 438, 456, 468, 504, 294,...

[ [ 0, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], ...

Alveolar FBs

THD0011

[ [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 105.2631607055664, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 105.2631607055664, 0, 0, 0, 0, 0, 0, 105.2631607055664, ...

train

aaaabcmf-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", "...

aaaabcmf-1

[ "VIM", "PECAM1", "EPAS1", "FN1", "ITGB1", "PDIA3", "FCN3", "SPARCL1", "IL7R", "CD34", "HERPUD1", "LYZ", "KRT8", "XBP1", "SFTPC", "PKM", "KLRB1", "CD44", "FCGR3A", "EGFR", "EHMT1", "VEGFA", "FAS", "HIF1A", "PLIN2", "STAT6", "CCN2", "CST3", "TGFB1", "HSPA5", ...

[ 8, 7, 3, 6, 603, 431, 193, 225, 306, 426, 217, 530, 294, 92, 254, 357, 328, 619, 506, 438, 316, 100, 214, 182, 184, 602, 206, 258, 442, 544, 76, 147, 556, 272, 273, 263, 346, 68, 305, 163, 590, 280, 51, 454, 151, 580 ]

[ [ 0, 1, 1, 1, 1, 1, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 1, 0...

gCap

THD0011

[ [ 0, 0, 0, 92.59259033203125, 0, 185.1851806640625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 185.1851806640625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 185.1851806640625, 0, 0...

train

aaaabcmd-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", "...

aaaabcmd-1

[ "VIM", "EPAS1", "PECAM1", "IFIT3", "LYZ", "HERPUD1", "HMOX1", "SOD2", "SPCS3", "RHOA", "PLIN2", "FCER1G", "PDIA3", "IL7R", "DDIT3", "CTNNB1", "CD44", "CCL2", "FN1", "FCN3", "ITGB1", "AXIN2", "HIST1H1C", "HLA-DRA", "AIF1", "GPR183", "SNAI1", "ITGA3", "CDH26", ...

[ 8, 7, 3, 6, 603, 193, 431, 280, 357, 254, 266, 526, 532, 468, 442, 211, 426, 294, 171, 151, 100, 72, 225, 217, 306, 51, 260, 263, 23, 242, 522, 301, 113, 507, 481, 135, 143, 346, 310, 169, 278, 363, 276, 352, 353, 427, 425, ...

[ [ 0, 1, 0, 0, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...

gCap

THD0011

[ [ 0, 0, 0, 0, 0, 0, 0, 0, 84.74576568603516, 0, 0, 0, 0, 84.74576568603516, 0, 0, 84.74576568603516, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...

train

aaaabbgp-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", "...

aaaabbgp-1

[ "SFTPC", "SFTPD", "PGC", "NAPSA", "RHOA", "YAP1", "LAMP3", "PKM", "HSPA5", "EGFR", "FN1", "NKX2-1", "MGST1", "SCGB3A2", "XBP1", "HLA-DRA", "LYZ", "KRT18", "SELENOS", "RNASE1", "CD44", "DMBT1", "HERPUD1", "LMAN1", "HES1", "SMAD4", "SSR3", "COL1A2", "NFKB1", "...

[ 8, 7, 3, 6, 506, 507, 433, 394, 468, 620, 332, 438, 272, 182, 225, 404, 369, 489, 619, 263, 357, 324, 494, 469, 100, 177, 254, 346, 255, 519, 541, 135, 400, 490, 390, 542, 537, 426, 206, 180, 427, 301, 27, 603, 45, 504, 420,...

[ [ 0, 1, 1, 1, 1, 1, 0, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...

AT2

THD0011

[ [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 128.2051239013672, 0, 0, 0, 0, 128.2051239013672, 0, 128.2051239013672, 0, 0, 128.2051239013672, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0...

train

aaaabcgo-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", "...

aaaabcgo-1

[ "VIM", "FN1", "EPAS1", "PDGFRB", "HSPA5", "SPARCL1", "LUM", "PGC", "PTGDS", "STAT6", "COL3A1", "COL1A2", "MAL", "ITGB1", "SFTPD", "PLIN2", "HLA-DRA", "HIST1H1C", "HIF1A", "HES1", "SPCS3", "SOX4", "EHMT1", "DCN", "GNG11", "PDGFRA", "SFTPC", "CCN2", "FKBP11", ...

[ 8, 7, 3, 6, 603, 225, 193, 425, 272, 530, 353, 433, 454, 544, 136, 135, 358, 306, 507, 442, 263, 260, 258, 255, 532, 528, 184, 169, 238, 424, 506, 76, 224, 134, 146, 469, 426, 468, 151, 97, 379, 621, 526, 590, 336, 31, 46, ...

[ [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...

SMCs

THD0011

[ [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 97.56097412109375, 0, 0, 0, 0, 97.56097412109375, 0, 0, 0, 0, 0, 0, 0, 0, 97.56097412109375, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...

train

aaaabbil-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", "...

aaaabbil-1

[ "SFTPC", "SFTPD", "NAPSA", "XBP1", "DMBT1", "MGST1", "PGC", "CD44", "SFTA2", "HLA-DRA", "KRT18", "VIM", "SOD2", "PDIA3", "KRT8", "YAP1", "FN1", "LAMP3", "RHOA", "RNASE1", "TOP1", "EPCAM", "SPCS3", "HIST1H1C", "NKX2-1", "BCL2L1", "ATF4", "ERLEC1", "DUOX1", "A...

[ 8, 7, 3, 6, 506, 507, 394, 619, 177, 369, 433, 100, 504, 263, 324, 603, 526, 426, 328, 620, 225, 332, 468, 469, 580, 194, 532, 260, 404, 58, 46, 197, 180, 31, 151, 254, 169, 390, 442, 489, 234, 438, 409, 408, 515, 182, 431, ...

[ [ 0, 1, 1, 1, 1, 1, 1, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...

AT2

THD0011

[ [ 0, 0, 430.1075134277344, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 215.0537567138672, 0, 107.5268783569336, 0, 0, 0, 0, 0, 0, 107.5268783569336, 0, 0, 215.0537567138672, 0, 0, 0, 0, 0, 0, ...

train

aaaabcjg-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", "...

aaaabcjg-1

[ "FN1", "SPARCL1", "VIM", "JCHAIN", "XBP1", "ACTA2", "CSPG4", "PDGFRB", "HIST1H1C", "HERPUD1", "EPAS1", "BMPR2", "DCN", "ITGA3", "ATF4", "FKBP11", "HAS2", "SELENOS", "CD34", "SPCS3", "CD27", "EHMT1", "SEC11C", "CRELD2", "COL1A1", "COL1A2", "NUCB2", "NUTF2", "CD...

[ 8, 7, 3, 6, 225, 530, 603, 310, 619, 14, 146, 425, 260, 254, 193, 61, 169, 301, 46, 224, 252, 494, 92, 532, 88, 184, 490, 144, 134, 135, 408, 409, 80, 424, 426, 454, 450, 428, 178, 438, 401, 261, 437, 58, 306, 346, 263, 48...

[ [ 0, 1, 1, 0, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...

SMCs

THD0011

[ [ 0, 0, 0, 0, 0, 91.74311828613281, 0, 91.74311828613281, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 366.97247314453125, 91.74311828613281, ...

train

aaaabcip-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", "...

aaaabcip-1

[ "VIM", "ITGB1", "CCL2", "LYZ", "HLA-DRA", "GNG11", "FN1", "HERPUD1", "PTGDS", "CD34", "FABP4", "LUM", "MRC1", "SPCS3", "FCGR3A", "CTNNB1", "RNASE1", "SPCS2", "PECAM1", "CD44", "SOD2", "JCHAIN", "DMBT1", "COL15A1", "RHOA", "SELENOS", "CD8A", "SNAI2", "SOX4", ...

[ 8, 7, 3, 6, 603, 306, 72, 357, 263, 238, 225, 254, 454, 92, 202, 353, 379, 532, 214, 151, 469, 531, 431, 100, 526, 310, 177, 133, 468, 494, 110, 523, 528, 481, 135, 294, 211, 326, 305, 304, 336, 275, 272, 193, 266, 260, 258,...

[ [ 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...

Lymphatic/DCs

THD0011

[ [ 0, 0, 207.25389099121094, 0, 0, 51.813472747802734, 0, 0, 0, 0, 0, 0, 0, 0, 51.813472747802734, 0, 0, 0, 51.813472747802734, 155.44041442871094, 0, 0, 0, 0, 0, 0, 51.813472747802734, 0, 0, 0, ...

train

aaaabcka-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", "...

aaaabcka-1

[ "VIM", "SOD2", "COL3A1", "FN1", "RHOA", "LUM", "EPAS1", "COL1A1", "SPARCL1", "DCN", "COL1A2", "HIST1H1C", "HERPUD1", "ACTA2", "ICAM1", "PECAM1", "CCN2", "CST3", "YAP1", "FGF7", "ITGB1", "AXL", "PDGFRA", "HMOX1", "SOX9", "PDIA3", "STAT6", "LYZ", "TGFB1", "SPC...

[ 8, 7, 3, 6, 603, 526, 136, 225, 468, 353, 193, 134, 530, 169, 135, 260, 254, 14, 275, 431, 76, 147, 620, 221, 306, 52, 424, 266, 529, 426, 544, 357, 556, 532, 182, 151, 23, 405, 528, 184, 206, 619, 442, 258, 389, 425, 519, ...

[ [ 0, 1, 1, 1, 1, 1, 0, 1, 0, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...

Fibroblasts

THD0011

[ [ 0, 0, 48.780487060546875, 48.780487060546875, 0, 48.780487060546875, 0, 0, 0, 97.56097412109375, 0, 0, 0, 0, 97.56097412109375, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...

train

aaaabckm-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", "...

aaaabckm-1

[ "SFTPC", "HLA-DRA", "SFTPD", "HMOX1", "NAPSA", "VIM", "DMBT1", "PLIN2", "NKX2-1", "RHOA", "XBP1", "CD44", "TOP1", "ITGB1", "SFTA2", "SOD2", "SPCS2", "DUOX1", "YAP1", "PGC", "IDH1", "PDIA6", "HSPA5", "PDIA3", "ITGB6", "ERLEC1", "SCGB3A2", "MRC1", "COL3A1", "M...

[ 8, 7, 3, 6, 506, 263, 507, 266, 394, 603, 177, 442, 404, 468, 619, 100, 580, 306, 504, 526, 531, 180, 620, 433, 276, 428, 272, 426, 308, 197, 489, 379, 136, 362, 102, 151, 369, 469, 390, 135, 254, 360, 594, 46, 324, 31, 305,...

[ [ 0, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 1, 1, 0, 0, 1, 0, 1, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...

Proliferating Epithelial

THD0011

[ [ 0, 0, 50.50505065917969, 0, 0, 101.01010131835938, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 50.50505065917969, 0, 101.01010131835938, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 101.01010131835938, ...

train

aaaaband-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", "...

aaaaband-1

[ "VIM", "HLA-DRA", "LYZ", "SPP1", "CD14", "RHOA", "MARCO", "PDIA3", "FCER1G", "CCL2", "IL7R", "HSPA5", "VEGFA", "CD44", "MS4A7", "MRC1", "RNASE1", "KRT8", "PPARG", "HIF1A", "HES1", "ITGB1", "AIF1", "HMGA1", "SOD2", "CD86", "HERPUD1", "CTNNB1", "GPR183", "CD68...

[ 8, 7, 3, 6, 603, 263, 357, 536, 80, 468, 362, 426, 211, 72, 294, 272, 602, 100, 383, 379, 469, 328, 448, 258, 255, 306, 23, 264, 526, 109, 254, 151, 242, 102, 71, 532, 431, 438, 55, 596, 14, 519, 428, 420, 253, 513, 371, 5...

[ [ 0, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 0, 0, 0, 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, 0, 0, 0, 0, 0, 0,...

SPP1+ Macrophages

THD0011

[ [ 0, 0, 29.498525619506836, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 353.9822998046875, 29.498525619506836, 29.498525619506836, 0, 0, 0, 0, 29.498525619506836, 0, 176.99114990234375, 0, 0, 29.498525619506836, 0, ...

train

aaaabbgn-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", "...

aaaabbgn-1

[ "SFTPC", "SFTPD", "NAPSA", "ATF4", "LAMP3", "MGST1", "PLIN2", "IDH1", "KRT18", "CEACAM6", "HIF1A", "PDIA3", "NKX2-1", "CD44", "VIM", "BCL2L1", "XBP1", "HSPA5", "RHOA", "COL3A1", "SEC11C", "PKM", "TOP1", "CTNNB1", "DMBT1", "KRT8", "YAP1", "EGFR", "VEGFA", "LU...

[ 8, 7, 3, 6, 506, 507, 394, 46, 332, 369, 442, 276, 324, 117, 258, 426, 404, 100, 603, 58, 619, 272, 468, 136, 490, 438, 580, 151, 177, 328, 620, 182, 602, 353, 515, 428, 225, 301, 194, 264, 135, 541, 134, 263, 254, 169, 180,...

[ [ 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 1, 0, 0, 0, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...

Proliferating Epithelial

THD0011

[ [ 0, 0, 42.553192138671875, 0, 42.553192138671875, 42.553192138671875, 0, 42.553192138671875, 0, 85.10638427734375, 0, 0, 0, 0, 85.10638427734375, 0, 0, 0, 0, 0, 0, 42.553192138671875, 0, 42.553192138671875, 0, 0...

train

aaaabbgh-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", "...

aaaabbgh-1

[ "COL3A1", "COL1A2", "LUM", "DCN", "FN1", "VIM", "COL1A1", "SFTPC", "ITGB1", "MGST1", "CD44", "HIF1A", "PDIA3", "POSTN", "RHOA", "SOD2", "PTGDS", "FAP", "PGC", "MAL", "YAP1", "HIST1H1C", "ATF4", "TGFB1", "CEACAM5", "CCN2", "STAT1", "HYOU1", "SLC25A37", "PKM",...

[ 8, 7, 3, 6, 136, 135, 353, 169, 225, 603, 134, 506, 306, 369, 100, 258, 426, 446, 468, 526, 454, 205, 433, 358, 620, 260, 46, 556, 116, 76, 542, 273, 514, 438, 193, 31, 532, 619, 531, 147, 450, 177, 254, 23, 114, 456, 427, ...

[ [ 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 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, 0, 0, 0, 0, 0,...

Proliferating Mesenchymal

THD0011

[ [ 0, 0, 0, 0, 0, 120.48192596435547, 0, 0, 0, 60.240962982177734, 0, 0, 0, 0, 60.240962982177734, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 60.240962982177734, 0, 0, 0, 0, 0, 0, ...

train

aaaabbgb-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", "...

aaaabbgb-1

[ "COL1A1", "COL3A1", "LUM", "FN1", "VIM", "COL1A2", "POSTN", "PTGDS", "DCN", "SFTPC", "PDGFRA", "HSPA5", "HLA-DRA", "YAP1", "SPARCL1", "HLA-DQA1", "SFTPD", "CCNB2", "RHOA", "MYDGF", "SOD2", "AIF1", "TREM2", "SNAI2", "GZMB", "MS4A7", "CEACAM5", "MYC", "ANKRD28",...

[ 8, 7, 3, 6, 134, 136, 353, 225, 603, 135, 446, 454, 169, 506, 424, 272, 263, 620, 530, 261, 507, 78, 468, 390, 526, 23, 586, 523, 249, 383, 116, 389, 31, 400, 306, 324, 100, 481, 221, 147, 149, 469, 162, 214, 171, 448, 619, ...

[ [ 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 0, 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, 0, 0, 0, 0, 0, 0, 0,...

Proliferating Mesenchymal

THD0011

[ [ 0, 0, 89.28571319580078, 0, 0, 0, 0, 89.28571319580078, 0, 0, 0, 0, 0, 0, 89.28571319580078, 0, 0, 0, 0, 0, 0, 0, 0, 178.57142639160156, 0, 0, 0, 0, 0, 0, 0, 0, 0, 89.28571319580...

train

aaaabaof-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", "...

aaaabaof-1

[ "ICAM1", "CEACAM6", "VIM", "KRT18", "KRT8", "ITGAV", "EPCAM", "RNASE1", "YAP1", "FN1", "HERPUD1", "SOX4", "UBE2J1", "PDIA3", "EPAS1", "BCL2L1", "LUM", "ITGA3", "SFTPD", "XBP1", "COL3A1", "STAT6", "RTKN2", "NKX2-1", "NFKB1", "CCL2", "COL1A1", "CCN2", "NAPSA", ...

[ 8, 7, 3, 6, 275, 117, 603, 324, 328, 304, 194, 469, 620, 225, 254, 528, 594, 426, 193, 58, 353, 301, 507, 619, 136, 544, 473, 404, 400, 72, 134, 76, 394, 390, 102, 494, 383, 116, 530, 149, 504, 273, 346, 427, 442, 26, 596, ...

[ [ 0, 1, 0, 1, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...

not available

THD0011

[ [ 0, 0, 136.05442810058594, 68.02721405029297, 0, 68.02721405029297, 0, 0, 0, 0, 0, 0, 0, 0, 68.02721405029297, 68.02721405029297, 68.02721405029297, 0, 0, 0, 0, 68.02721405029297, 0, 0, 0, 0, 0, 0, 0...

train

aaaabbik-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", "...

aaaabbik-1

[ "VIM", "KRT8", "LYZ", "CD68", "KRT18", "CD44", "XBP1", "ICAM1", "CCL18", "HLA-DRA", "SOD2", "MRC1", "PKM", "PCNA", "PDIA3", "HIF1A", "HMGA1", "HMOX1", "PECAM1", "MS4A7", "CCL2", "GPR183", "SEC11C", "FN1", "LGALS1", "EPAS1", "SSR3", "CTNNB1", "ACTA2", "IL2RA"...

[ 8, 7, 3, 6, 603, 328, 357, 102, 324, 100, 619, 275, 71, 263, 526, 379, 438, 420, 426, 258, 264, 266, 431, 383, 72, 242, 490, 225, 336, 193, 541, 151, 14, 290, 468, 273, 276, 247, 261, 234, 205, 191, 162, 147, 272, 293, 294, ...

[ [ 0, 1, 1, 1, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...

Interstitial Macrophages

THD0011

[ [ 0, 0, 263.15789794921875, 0, 0, 0, 0, 87.71929931640625, 0, 0, 0, 0, 0, 0, 175.4385986328125, 0, 0, 87.71929931640625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...

train

aaaabcfi-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", "...

aaaabcfi-1

[ "VIM", "EPAS1", "SPARCL1", "FN1", "PECAM1", "HIST1H1C", "LUM", "ACTA2", "CCN2", "HERPUD1", "ITGA3", "HIF1A", "VEGFA", "ATF4", "KDR", "RNASE1", "IL4R", "CD44", "MEG3", "PTGDS", "GSR", "SPCS2", "PKM", "CD34", "SELENOS", "NFKB1", "PLVAP", "FGF7", "PRDX4", "COL1...

[ 8, 7, 3, 6, 603, 193, 530, 225, 431, 260, 353, 14, 76, 254, 301, 258, 602, 46, 312, 469, 293, 100, 366, 454, 247, 531, 438, 92, 494, 400, 445, 221, 450, 134, 135, 147, 151, 448, 468, 308, 169, 389, 136, 621, 526, 584, 594, ...

[ [ 0, 1, 1, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...

Arteriole

THD0011

[ [ 0, 0, 1111.111083984375, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 246.91357421875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...

train

aaaabbnh-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", "...

aaaabbnh-1

[ "SPARCL1", "ACTA2", "VIM", "FN1", "SOD2", "RHOA", "EPAS1", "COL3A1", "SPCS2", "ATF4", "PDIA3", "HIST1H1C", "ITGB1", "PDIA6", "SELENOS", "SPRY2", "HSPA5", "STAT6", "NFKB1", "HIF1A", "LGALS1", "TOP1", "COL1A2", "PECAM1", "CD68", "OAS3", "XBP1", "PDGFRB", "UBE2J1...

[ 8, 7, 3, 6, 530, 14, 603, 225, 526, 468, 193, 136, 531, 46, 426, 260, 306, 428, 494, 537, 272, 544, 400, 258, 336, 580, 135, 431, 102, 411, 619, 425, 594, 459, 191, 304, 427, 442 ]

[ [ 0, 1, 0, 1, 0, 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, 0, 0, 0, 0 ], [ 1, 0, 0, 1, 0, 1, 0, 0, 0, 0...

SMCs

THD0011

[ [ 0, 0, 114.9425277709961, 0, 0, 114.9425277709961, 0, 0, 0, 0, 0, 0, 0, 114.9425277709961, 114.9425277709961, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 114.9425277709961, 0, 0, 0, 0, ...

train

aaaabblg-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", "...

aaaabblg-1

[ "VIM", "HLA-DRA", "LYZ", "CD44", "CEACAM6", "TOP1", "CTNNB1", "LUM", "HIF1A", "KRT8", "NAPSA", "MARCO", "IDH1", "COL3A1", "EPAS1", "SFTPD", "ITGB1", "SOD2", "HYOU1", "SFRP4", "LTB", "HMOX1", "SFTPC", "HIST1H1C", "SPP1", "MS4A7", "CD27", "FN1", "CEACAM5", "SO...

[ 8, 7, 3, 6, 603, 263, 357, 100, 117, 580, 151, 353, 258, 328, 394, 362, 276, 136, 193, 507, 306, 526, 273, 503, 350, 266, 506, 260, 536, 383, 88, 225, 116, 529, 134, 542, 254, 621, 575, 619, 14, 23, 424, 301, 45, 293, 211, ...

[ [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...

Interstitial Macrophages

THD0011

[ [ 0, 0, 114.9425277709961, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 114.9425277709961, 0, 114.9425277709961, 0, 0, 0, 0, 0, 0, 0, 0, 114.9425277709961, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0...

train

aaaabdbn-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", "...

aaaabdbn-1

[ "FN1", "LUM", "COL3A1", "COL1A2", "PTGDS", "VIM", "PDGFRA", "SPARCL1", "COL1A1", "CD44", "SFTPC", "RHOA", "CTNNB1", "DCN", "DMBT1", "PECAM1", "FGF7", "EGFR", "EPAS1", "POSTN", "PDGFRB", "MYC", "GKN2", "GSR", "LPAR1", "KRT18", "SFTPD", "SLC25A37", "IL4R", "IT...

[ 8, 7, 3, 6, 225, 353, 136, 135, 454, 603, 424, 530, 134, 100, 506, 468, 151, 169, 177, 431, 221, 182, 193, 446, 425, 389, 234, 247, 348, 324, 507, 514, 293, 304, 531, 544, 306, 46, 60, 48, 14 ]

[ [ 0, 1, 1, 0, 1, 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, 0, 0, 0, 0, 0, 0, 0 ], [ 1, 0, 1, 1, 1, 1, 1...

Alveolar FBs

THD0011

[ [ 0, 0, 344.82757568359375, 0, 0, 86.20689392089844, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 172.41378784179688, 0, 0, 86.20689392089844, 0, 0, 0, 0, 0, 0, 0, 0, 172.41378784179688, 0, 0, 0, 0, ...

train

aaaabdef-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", "...

aaaabdef-1

[ "VIM", "FABP4", "FCER1G", "MS4A7", "ITGAX", "ACTA2", "CD68", "CD44", "HERPUD1", "HLA-DRA", "PLIN2", "FCGR3A", "GPR183", "XBP1", "ITGAM", "COL3A1", "HSPA5", "C1QC", "ATG7", "ITGB1", "PKM", "SPCS3", "CTNNB1", "SOD2", "PDIA4", "MGST1", "SPCS2", "MRC1", "HAVCR2", ...

[ 8, 7, 3, 6, 603, 202, 211, 383, 305, 14, 102, 100, 254, 263, 442, 214, 242, 619, 303, 136, 272, 66, 48, 306, 438, 532, 151, 526, 427, 369, 531, 379, 253, 621, 225, 408, 362, 147, 409, 468, 411, 456, 197, 425, 437, 426, 490, ...

[ [ 0, 1, 0, 0, 1, 0, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...

Macrophages

THD0011

[ [ 0, 0, 0, 0, 0, 0, 0, 125, 0, 0, 0, 0, 0, 125, 125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0...

train

aaaabddb-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", "...

aaaabddb-1

[ "DMBT1", "VIM", "SFTPC", "SFTPD", "EPCAM", "CD44", "MGST1", "KRT8", "DCN", "HSPA5", "COL1A2", "XBP1", "NAPSA", "LUM", "PGC", "RHOA", "LAMP3", "HLA-DRA", "KRT14", "HIST1H1C", "STAT6", "HERPUD1", "PLIN2", "SOD2", "MYDGF", "FGF7", "SEC11C", "FN1", "COL3A1", "CC...

[ 8, 7, 3, 6, 177, 603, 506, 507, 194, 100, 369, 328, 169, 272, 135, 619, 394, 353, 433, 468, 332, 263, 321, 260, 544, 254, 442, 526, 390, 221, 490, 225, 136, 71, 180, 45, 324, 438, 620, 193, 46, 614, 427, 26, 456, 276, 301, ...

[ [ 0, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ...

AT2

THD0011

[ [ 0, 0, 116.95906066894531, 0, 0, 0, 0, 58.479530334472656, 0, 0, 0, 0, 0, 0, 116.95906066894531, 0, 0, 0, 58.479530334472656, 58.479530334472656, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0...

train

aaaabdeb-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", "...

aaaabdeb-1

[ "FN1", "LUM", "VIM", "COL1A2", "COL3A1", "SOD2", "PTGDS", "SFTPC", "PDGFRA", "PGC", "CD44", "NKX2-1", "DMBT1", "PDIA4", "EPAS1", "SFTPD", "ITGB1", "YAP1", "NAPSA", "NUCB2", "HIF1A", "HERPUD1", "SPRY2", "DCN", "SPCS3", "CCN2", "MGST1", "XBP1", "ACTA2", "KRT18...

[ 8, 7, 3, 6, 225, 353, 603, 135, 136, 526, 454, 506, 424, 433, 100, 404, 177, 427, 193, 507, 306, 620, 394, 408, 258, 254, 537, 169, 532, 76, 369, 619, 14, 324, 426, 332, 247, 46, 469, 260, 134, 146, 524, 147, 149, 102, 255, ...

[ [ 0, 1, 1, 1, 1, 1, 0, 1, 0, 0, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...

Alveolar FBs

THD0011

[ [ 0, 0, 109.89010620117188, 0, 0, 0, 0, 109.89010620117188, 109.89010620117188, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 219.78021240234375, 0, 0, 109.89010620117188, 0, 0, 0, 0, 0, 0...

train

aaaaabag-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", "...

aaaaabag-1

[ "EPAS1", "VIM", "IL7R", "PECAM1", "PDIA3", "LUM", "FCN3", "FN1", "BCL2L1", "SPARCL1", "YAP1", "COL3A1", "HEY1", "HIST1H1C", "DCN", "CD44", "CD274", "TCL1A", "TGFB1", "CCL5", "SOX4", "MYC", "CD69", "SNAI1", "GCLM", "NFKB1", "CST3", "CTNNB1", "PDGFRA", "RNASE1...

[ 8, 7, 3, 6, 193, 603, 294, 431, 426, 353, 217, 225, 58, 530, 620, 136, 257, 260, 169, 100, 89, 553, 556, 75, 528, 389, 103, 522, 231, 400, 147, 151, 424, 469, 468, 97, 266, 92, 273, 27, 280, 26, 61, 14 ]

[ [ 0, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 1, 0, 1, 0...

gCap

THD0011

[ [ 0, 0, 40.98360824584961, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 40.98360824584961, 81.96721649169922, 0, 81.96721649169922, 0, 40.98360824584961, 40.98360824584961, 0, 0, 0, 0, 0, 81.96721649169922, 0, 0, 40...

train

aaaabckh-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", "...

aaaabckh-1

[ "VIM", "COL3A1", "LUM", "SOD2", "FN1", "DCN", "COL1A1", "PDGFRA", "CCN2", "CCL2", "PTGDS", "HLA-DRA", "STAT6", "COL1A2", "MEG3", "EPAS1", "ITGB1", "CD14", "SNAI2", "PDIA3", "LYZ", "STAT1", "FGF7", "YAP1", "HIF1A", "CD44", "CST3", "CTNNB1", "ATG7", "ATF4", ...

[ 8, 7, 3, 6, 603, 136, 353, 526, 225, 169, 134, 424, 76, 72, 454, 263, 544, 135, 366, 193, 306, 80, 523, 426, 357, 542, 221, 620, 258, 100, 147, 151, 48, 46, 206, 60, 254, 260, 519, 261, 262, 264, 383, 621, 247, 531, 400, 4...

[ [ 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...

Fibroblasts

THD0011

[ [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 91.74311828613281, 0, 0, 0, 0, 91.74311828613281, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 366.97247314453125,...

train

aaaabchc-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", "...

aaaabchc-1

[ "VIM", "FN1", "ITGB1", "CEACAM6", "EPAS1", "FCN3", "CCN2", "PTGDS", "PKM", "PECAM1", "LUM", "MGST1", "PDIA3", "IL7R", "CD34", "FAS", "KRT8", "SFTPD", "HLA-DRA", "STAT6", "COL1A2", "COL3A1", "CLDN5", "CRELD2", "HIST1H1C", "SSR3", "SNCA", "SLC25A4", "HEY1", "H...

[ 8, 7, 3, 6, 603, 225, 306, 117, 193, 217, 76, 454, 438, 431, 353, 369, 426, 294, 92, 206, 328, 507, 263, 544, 135, 136, 126, 144, 260, 541, 524, 515, 257, 258, 542, 480, 272, 275, 620, 301, 302, 304, 116, 312, 324, 336, 504,...

[ [ 0, 1, 1, 0, 1, 0, 0, 0, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...

gCap

THD0011

[ [ 0, 0, 125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...

train

aaaabalo-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", "...

aaaabalo-1

[ "COL3A1", "VIM", "FN1", "COL1A1", "LUM", "SPARCL1", "NAPSA", "ITGB1", "EPAS1", "YAP1", "SOX9", "IDH1", "NKX2-1", "FAS", "MYC", "SFTA2", "STAT1", "SFTPC", "SOD2", "XBP1", "ACTA2", "DCN", "PKM", "MEG3", "FKBP11", "SMAD4", "KDR", "PDIA3", "MGST1", "PDGFRA", "...

[ 8, 7, 3, 6, 136, 603, 225, 134, 353, 530, 394, 306, 193, 620, 529, 276, 404, 206, 389, 504, 542, 506, 526, 619, 14, 169, 438, 366, 224, 519, 312, 426, 369, 424, 46, 507, 544 ]

[ [ 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, 0, 0, 0, 0, 0, 0, 0 ], [ 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0...

Fibroblasts

THD0011

[ [ 0, 0, 259.7402648925781, 0, 0, 389.61041259765625, 0, 0, 0, 0, 0, 0, 0, 0, 129.87013244628906, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 129.87013244628906, 0, 0, 0, 0, 0, 0, 0, 0, ...

train

aaaabblh-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", "...

aaaabblh-1

[ "VIM", "FN1", "LYZ", "LUM", "FCER1G", "AIF1", "CD44", "COL3A1", "HLA-DRA", "CD14", "PKM", "SPARCL1", "ACTA2", "SOD2", "IDH1", "MARCO", "HERPUD1", "MYC", "SFTPC", "CD69", "HIST1H1C", "SAA2", "COL1A1", "COL1A2", "MRC1", "TNFRSF17", "MYDGF", "ITGB1", "ICAM1", "...

[ 8, 7, 3, 6, 603, 225, 357, 353, 211, 23, 100, 136, 263, 80, 438, 530, 14, 526, 276, 362, 254, 389, 506, 103, 260, 483, 134, 135, 379, 575, 390, 306, 275, 61, 619, 618, 442, 428, 169, 602, 46, 456, 383, 147, 210, 468 ]

[ [ 0, 1, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 1, 0...

SPP1+ Macrophages

THD0011

[ [ 0, 0, 217.3913116455078, 0, 108.6956558227539, 0, 0, 108.6956558227539, 0, 108.6956558227539, 0, 0, 0, 0, 217.3913116455078, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 217.3913116455078, 0, 0, 0, 0, ...

train

aaaabbfo-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", "...

aaaabbfo-1

[ "FN1", "VIM", "RHOA", "PDIA3", "SFTPC", "EPCAM", "NUCB2", "MRC1", "MGST1", "CD44", "SOD2", "PDIA6", "CEACAM6", "BMPR2", "UBE2J1", "KRT18", "SELENOS", "ATF4", "ACTA2", "PKM", "RNASE1", "STAT1", "VEGFA", "HIST1H1C", "NFKB1", "SPCS3", "NAPSA", "COL1A2", "AKR1C1",...

[ 8, 7, 3, 6, 225, 603, 468, 426, 506, 194, 408, 379, 369, 100, 526, 428, 117, 61, 594, 324, 494, 46, 14, 438, 469, 542, 602, 260, 400, 532, 394, 135, 26, 193, 22, 247, 515, 238, 490, 504, 619, 264, 31, 348, 273, 597, 420, 6...

[ [ 0, 1, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...

AT2

THD0011

[ [ 0, 0, 546.4481201171875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 109.28961944580078, 0, 0, 109.28961944580078, 0, 0, 0, 0, 0, 0, 0, 0, 54.64480972290039, 0, 0, 0, 0, 0, 0, 0, 0, ...

train

aaaaabnd-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", "...

aaaaabnd-1

[ "VIM", "EPAS1", "SPARCL1", "ACTA2", "FN1", "COL3A1", "ITGB1", "LUM", "RNASE1", "HERPUD1", "HIF1A", "HIST1H1C", "ZEB1", "RHOA", "PDIA3", "CLDN5", "PECAM1", "PKM", "PTPRC", "RAMP2", "GLP1R", "FCN3", "SFTPC", "CTNNB1", "VEGFA", "COL1A2", "CCN2", "IL7R", "ATF4", ...

[ 8, 7, 3, 6, 603, 193, 530, 14, 225, 136, 306, 353, 469, 254, 258, 260, 621, 468, 426, 126, 431, 438, 456, 459, 237, 217, 506, 151, 602, 135, 76, 294, 46, 50, 147, 507, 296, 620, 425, 358, 424, 146, 102, 504, 556, 532, 409, ...

[ [ 0, 1, 1, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...

Arteriole

THD0011

[ [ 0, 0, 63.69426727294922, 0, 0, 63.69426727294922, 0, 63.69426727294922, 63.69426727294922, 0, 0, 0, 0, 0, 254.77706909179688, 0, 63.69426727294922, 0, 0, 63.69426727294922, 0, 0, 0, 63.69426727294922, 0, 63.694...

train

aaaabbcc-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", "...

aaaabbcc-1

[ "COL1A1", "LUM", "COL3A1", "VIM", "COL1A2", "FN1", "SOD2", "ATF4", "FGF7", "HIF1A", "PDIA3", "PDGFRA", "UBE2J1", "MYDGF", "HIST1H1C", "CST3", "LMAN1", "ITGAV", "RNASE1", "RHOA", "GSR", "SLC25A37", "SFTPD", "SNAI2", "SNCA", "SOX4", "ERLEC1", "SPARCL1", "HERPUD1...

[ 8, 7, 3, 6, 134, 353, 136, 603, 135, 225, 526, 46, 221, 258, 426, 424, 594, 390, 260, 147, 346, 304, 469, 468, 247, 514, 507, 523, 524, 528, 197, 530, 254, 169, 143, 231, 409, 149, 151, 224, 454, 427, 182, 188, 206, 442, 438...

[ [ 0, 1, 1, 1, 1, 1, 1, 1, 1, 0, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...

Fibroblasts

THD0011

[ [ 0, 0, 151.51515197753906, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 151.51515197753906, 0, 0, 0, 0, 50.50505065917969, 0, 50.50505065917969, 0, 50.50505065917969, 0, 0, 101.01010131835938, 0, 0, 0, 0...

train

aaaabbcb-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", "...

aaaabbcb-1

[ "KRT18", "VIM", "KRT8", "RHOA", "CD44", "PECAM1", "CEACAM6", "PKM", "PDIA3", "PDIA4", "EPCAM", "EPAS1", "PTPRC", "SOD2", "SFTPD", "NUTF2", "LUM", "CTNNB1", "COL1A2", "ACTA2", "ATF4", "CXCL9", "FGFBP2", "CLDN5", "STAT1", "SSR3", "CEACAM5", "FAS", "SPCS3", "PL...

[ 8, 7, 3, 6, 324, 603, 328, 468, 100, 431, 117, 438, 426, 427, 194, 193, 456, 526, 507, 409, 353, 151, 135, 14, 46, 162, 222, 126, 542, 541, 116, 206, 532, 442, 147, 454, 515, 469, 506, 404, 619, 369, 275, 306, 61, 594, 258, ...

[ [ 0, 1, 1, 1, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...

NK cells

THD0011

[ [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 68.96551513671875, 68.96551513671875, 0, 0, 0, 0, 0, 0, 0, 0, 206.89654541015625, 0, 0, 68.96551513671875, 0, 0, 0, 275.862060546875, 0, 0, ...

train

aaaabbfn-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", "...

aaaabbfn-1

[ "VIM", "PECAM1", "EPAS1", "CA4", "RHOA", "PTGDS", "CTNNB1", "COL1A2", "PTPRC", "BCL2L1", "ITGB1", "KRT8", "SOD2", "KRT18", "IRF1", "STAT1", "NUCB2", "FN1", "NUTF2", "CXCL9", "ICAM1", "HSPA5", "MGST1", "PDIA3", "EHMT1", "HLA-DRA", "EPCAM", "OAS2", "DCN", "SNA...

[ 8, 7, 3, 6, 603, 431, 193, 68, 468, 454, 151, 135, 456, 58, 306, 328, 526, 324, 296, 542, 408, 225, 409, 162, 275, 272, 369, 426, 184, 263, 194, 410, 169, 522, 294, 110, 528, 371, 114, 478, 238, 234, 490, 134, 144, 404, 258,...

[ [ 0, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...

aCap

THD0011

[ [ 0, 0, 60.60606002807617, 0, 0, 60.60606002807617, 0, 0, 0, 60.60606002807617, 0, 0, 0, 0, 181.81817626953125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 60.60606002807617, 0, 0, 0, 0, 0, 0, ...

train

aaaaglmp-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", "...

aaaaglmp-1

[ "VIM", "COL1A2", "LUM", "COL3A1", "FN1", "PDGFRA", "DCN", "KRT18", "ITGB1", "SPCS3", "SPARCL1", "COL1A1", "ATF4", "HIST1H1C", "EPCAM", "SOD2", "SFTA2", "CCN2", "CD44", "FAS", "STAT6", "RHOA", "EPAS1", "GSR", "HIF1A", "XBP1", "KRT6A", "SOX4", "ITGAV", "SNAI2"...

[ 8, 7, 3, 6, 603, 135, 353, 136, 225, 424, 169, 324, 306, 532, 530, 134, 46, 260, 194, 526, 504, 76, 100, 206, 544, 468, 193, 247, 258, 619, 326, 528, 304, 523, 113, 303, 116, 301, 118, 133, 221, 357, 272, 481, 147, 151, 469,...

[ [ 0, 1, 1, 1, 1, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...

Proliferating Mesenchymal

THD0011

[ [ 0, 0, 138.88888549804688, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 69.44444274902344, 208.3333282470703, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 48...

train

aaaaglmo-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", "...

aaaaglmo-1

[ "VIM", "LUM", "FN1", "COL1A2", "PDGFRA", "CCN2", "EPAS1", "SPARCL1", "COL1A1", "PTGDS", "ITGB1", "RHOA", "PKM", "SOD2", "ATF4", "CEACAM6", "NHSL2", "ACTA2", "CD44", "LGALS1", "RNASE1", "HIF1A", "DCN", "COL3A1", "HERPUD1", "SNAI2", "CD4", "PDIA3", "CLDN5", "M...

[ 8, 7, 3, 6, 603, 353, 225, 135, 424, 76, 193, 530, 134, 454, 306, 468, 438, 526, 46, 117, 401, 14, 100, 336, 469, 258, 169, 136, 254, 523, 97, 426, 126, 384, 182, 221, 409, 147, 459, 507, 621, 524, 346, 279, 296, 324, 275, ...

[ [ 0, 1, 1, 1, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...

Fibroblasts

THD0011

[ [ 0, 0, 60.240962982177734, 0, 0, 0, 0, 60.240962982177734, 60.240962982177734, 0, 0, 0, 0, 0, 0, 0, 120.48192596435547, 0, 0, 60.240962982177734, 0, 0, 60.240962982177734, 0, 0, 0, 60.240962982177734, 0,...

train

aaaaaiim-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", "...

aaaaaiim-1

[ "FN1", "LUM", "COL3A1", "COL1A1", "COL1A2", "VIM", "PDGFRA", "FAP", "ITGB1", "SFTPC", "PTGDS", "HIST1H1C", "CTNNB1", "KLRB1", "PKM", "NUCB2", "DCN", "PDGFRB", "CCN2", "KDR", "IL7R", "PTPRC", "ATG7", "SPRY2", "HIF1A", "HERPUD1", "GZMK", "STAT1", "FKBP11", "FG...

[ 8, 7, 3, 6, 225, 353, 136, 134, 135, 603, 424, 205, 306, 506, 454, 260, 151, 316, 438, 408, 169, 425, 76, 312, 294, 456, 48, 537, 258, 254, 250, 542, 224, 221, 206, 473, 197, 594, 612, 149, 147, 146, 619, 273, 556, 304, 530,...

[ [ 0, 1, 1, 1, 1, 1, 1, 1, 1, 0, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...

T-cells

THD0011

[ [ 0, 0, 0, 0, 0, 0, 0, 39.68254089355469, 0, 39.68254089355469, 0, 0, 0, 0, 198.41270446777344, 0, 39.68254089355469, 0, 0, 0, 0, 39.68254089355469, 0, 119.04762268066406, 0, 0, 0, 0, 0, 0, 0,...

train

aaaaaipj-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", "...

aaaaaipj-1

[ "SFTPD", "SFTPC", "NKX2-1", "KRT18", "EPCAM", "ICAM1", "XBP1", "HSPA5", "PKM", "YAP1", "KRT8", "ATF4", "HYOU1", "SLC25A4", "CCN2", "RHOA", "MGST1", "LMAN1", "PDIA4", "CD44", "EPAS1", "SPCS3", "DUOX1", "FN1", "NUTF2", "CEACAM6", "LUM", "RNASE1", "NAPSA", "HIS...

[ 8, 7, 3, 6, 507, 506, 404, 324, 194, 275, 619, 272, 438, 620, 328, 46, 273, 515, 76, 468, 369, 346, 427, 100, 193, 532, 180, 225, 409, 117, 353, 469, 394, 260, 254, 263, 332, 58, 308, 596, 264, 151, 304, 526, 276, 450, 182, ...

[ [ 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 1, 1, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...

Proliferating Epithelial

THD0011

[ [ 0, 0, 40, 0, 0, 400, 0, 0, 0, 0, 0, 0, 0, 0, 0, 40, 40, 0, 0, 40, 0, 40, 0, 40, 0, 0, 0, 0, 200, 0, 0, 0, 40, 0, 0, 0, 0, 0, 0, 0, 0, 200, 0, ...

train

aaaafhai-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", "...

aaaafhai-1

[ "VIM", "HLA-DRA", "LYZ", "AIF1", "CD68", "MS4A7", "IDH1", "CD14", "PKM", "CD44", "RNASE1", "C1QC", "HAVCR2", "ITGAX", "HLA-DQA1", "TREM2", "VEGFA", "CTNNB1", "GPR183", "RHOA", "MYDGF", "HIF1A", "PTPRC", "PECAM1", "PDIA3", "IL7R", "SOD2", "WNT5A", "FCGR3A", "...

[ 8, 7, 3, 6, 603, 263, 357, 23, 102, 383, 276, 80, 438, 100, 469, 66, 253, 305, 261, 586, 602, 151, 242, 468, 390, 258, 456, 431, 426, 294, 526, 614, 214, 260, 379, 428, 506, 619, 544, 147, 480, 211, 264, 597, 48, 524, 109, ...

[ [ 0, 1, 1, 1, 1, 1, 1, 0, 1, 1, 0, 0, 1, 0, 1, 0, 1, 1, 1, 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,...

Macrophages

THD0011

[ [ 0, 0, 231.2138671875, 0, 0, 0, 0, 289.017333984375, 0, 115.60693359375, 0, 0, 0, 115.60693359375, 57.803466796875, 0, 0, 0, 57.803466796875, 57.803466796875, 0, 115.60693359375, 0, 173.410400390625, 0, 0, 5...

train

aaaaglnb-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", "...

aaaaglnb-1

[ "VIM", "ICAM1", "CEACAM6", "KRT18", "LUM", "DUOX1", "RNASE1", "AKR1C1", "SFTPD", "CD44", "ACTA2", "PTGDS", "PCNA", "NKX2-1", "COL3A1", "YAP1", "PKM", "SOX4", "BCL2L1", "PGC", "LGALS1", "STAT6", "MGST1", "IFIT3", "MSLN", "HSPA5", "GKN2", "RTKN2", "DCN", "SELE...

[ 8, 7, 3, 6, 603, 275, 117, 324, 353, 180, 469, 26, 507, 100, 14, 454, 420, 404, 136, 620, 438, 528, 58, 433, 336, 544, 369, 280, 384, 272, 234, 473, 169, 494, 266, 135, 45, 328, 264, 301, 194, 254, 610, 206, 519, 55, 31, 3...

[ [ 0, 0, 1, 0, 0, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...

AT1

THD0011

[ [ 0, 0, 175.4385986328125, 0, 0, 0, 0, 0, 0, 0, 0, 87.71929931640625, 0, 0, 175.4385986328125, 0, 87.71929931640625, 0, 0, 0, 0, 0, 0, 0, 87.71929931640625, 0, 0, 0, 0, 0, 87.71929931640625, ...

train

aaaaglna-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", "...

aaaaglna-1

[ "LYZ", "VIM", "RHOA", "HERPUD1", "CTNNB1", "MS4A7", "FN1", "MRC1", "ITGB1", "DCN", "XBP1", "COL1A2", "ACTA2", "PTPRC", "CD44", "VEGFA", "COL3A1", "HIF1A", "ATF4", "FGF7", "COL1A1", "CD68", "SOD2", "HMOX1", "HLA-DRA", "HLA-DQB1", "HLA-DQA1", "HIST1H1C", "SPCS3"...

[ 8, 7, 3, 6, 357, 603, 468, 254, 151, 383, 225, 379, 306, 169, 619, 135, 14, 456, 100, 602, 136, 258, 46, 221, 134, 102, 526, 266, 263, 262, 261, 260, 532, 363, 366, 211, 349, 193, 428, 427, 426, 304, 424, 35, 68, 494, 242, ...

[ [ 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...

Macrophages

THD0011

[ [ 0, 0, 68.96551513671875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 68.96551513671875, 0, 0, 68.96551513671875, 68.96551513671875, 0, 0, 0, 0, 0, 68.96551513671875, 0, 0, 275.862060546875, 0, 0, 0, 0, ...

train

aaaaaikd-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", "...

aaaaaikd-1

[ "EPAS1", "VIM", "HIST1H1C", "PECAM1", "LUM", "FCN3", "RHOA", "HERPUD1", "BMPR2", "CD34", "DCN", "PDIA4", "ITGB1", "CTNNB1", "MGST1", "SFTPC", "STAT6", "STAT1", "IFIT3", "YAP1", "UGDH", "PKM", "PTGDS", "ITGAV", "RNASE1", "CTHRC1", "EMG1", "PDIA3", "EGFR", "HI...

[ 8, 7, 3, 6, 193, 603, 260, 431, 353, 217, 468, 254, 61, 92, 169, 427, 306, 151, 369, 506, 544, 542, 280, 620, 597, 438, 454, 304, 469, 149, 191, 426, 182, 258, 526, 442, 445, 102, 411, 517, 507, 490, 134, 136, 225, 404, 408,...

[ [ 0, 1, 1, 1, 0, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...

Arteriole

THD0011

[ [ 0, 0, 321.2851257324219, 0, 0, 0, 0, 40.160640716552734, 0, 40.160640716552734, 0, 0, 0, 0, 160.64256286621094, 0, 0, 0, 40.160640716552734, 80.32128143310547, 0, 0, 0, 80.32128143310547, 0, 0, 0, 0, ...

train

aaaafime-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", "...

aaaafime-1

[ "COL1A1", "LUM", "VIM", "COL3A1", "COL1A2", "PDGFRA", "ACTA2", "RHOA", "PDIA3", "CTNNB1", "FN1", "SOD2", "NUTF2", "HERPUD1", "SPARCL1", "HIST1H1C", "ITGB1", "YAP1", "ATF4", "HIF1A", "HYOU1", "CST3", "CTHRC1", "FAP", "CD4", "SLC25A37", "ITGAV", "CCN2", "EPAS1",...

[ 8, 7, 3, 6, 134, 353, 603, 136, 135, 424, 14, 468, 426, 151, 225, 526, 409, 254, 530, 260, 306, 620, 46, 258, 273, 147, 149, 205, 97, 514, 304, 76, 193, 58, 52, 408, 438, 247, 100, 369, 301, 221, 143, 528, 214, 275, 336, 3...

[ [ 0, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0,...

Activated FBs

THD0011

[ [ 0, 0, 131.1475372314453, 0, 32.78688430786133, 0, 0, 0, 0, 65.57376861572266, 0, 0, 0, 0, 131.1475372314453, 32.78688430786133, 65.57376861572266, 0, 32.78688430786133, 0, 32.78688430786133, 0, 0, 32.78688430786133, ...

train

aaaaaioi-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", "...

aaaaaioi-1

[ "SFTPC", "SFTPD", "PDIA3", "NAPSA", "NKX2-1", "MGST1", "ICAM1", "HYOU1", "CD44", "EPCAM", "HIST1H1C", "LAMP3", "XBP1", "HMGA1", "SPCS3", "MKI67", "DUOX1", "PDIA4", "PKM", "SFTA2", "ITGB1", "RHOA", "HSPA5", "KRT18", "ACTA2", "KRT8", "EPAS1", "ATF4", "MYDGF", ...

[ 8, 7, 3, 6, 506, 507, 426, 394, 404, 369, 275, 273, 100, 194, 260, 332, 619, 264, 532, 371, 180, 427, 438, 504, 306, 468, 272, 324, 14, 328, 193, 46, 390, 531, 182, 526, 494, 581, 596, 321, 225, 224, 114, 409, 428, 433, 262,...

[ [ 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 0, 1, 1, 1, 0, 0, 1, 0, 0, 1, 0, 0, 1, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0,...

Proliferating Epithelial

THD0011

[ [ 0, 0, 312.5, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 104.16666412353516, 0, 104.16666412353516, 104.16666412353516, 0, 208.3333282470703, 0, 104.16666412353516, 0, 0, 0, 0, 104.16666412353516, 0, 0, 0,...

train

aaaafimf-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", "...

aaaafimf-1

[ "VIM", "LUM", "COL1A1", "COL1A2", "COL3A1", "FN1", "XBP1", "ACTA2", "SOD2", "CD44", "SPARCL1", "SPRY2", "SPCS3", "AXL", "HIF1A", "EPAS1", "PDIA3", "DCN", "PDGFRA", "STAT1", "SLC25A4", "CCN2", "PECAM1", "HYOU1", "HAVCR2", "YAP1", "ATF4", "BAX", "BMPR2", "CTHR...

[ 8, 7, 3, 6, 603, 353, 134, 135, 136, 225, 619, 14, 526, 100, 530, 537, 532, 52, 258, 193, 426, 169, 424, 542, 515, 76, 431, 273, 253, 620, 46, 55, 61, 149, 473, 151, 221, 306, 50, 48 ]

[ [ 0, 1, 1, 1, 0, 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, 0, 0, 0, 0, 0, 0 ], [ 1, 0, 1, 0, 0, 1, 0, 0...

Fibroblasts

THD0011

[ [ 0, 0, 27.54821014404297, 0, 27.54821014404297, 0, 0, 0, 0, 27.54821014404297, 0, 0, 0, 27.54821014404297, 110.19284057617188, 0, 27.54821014404297, 0, 55.09642028808594, 0, 0, 0, 0, 137.74105834960938, 0, 0, ...

train

aaaaffno-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", "...

aaaaffno-1

[ "SFTPC", "PGC", "SFTPD", "DMBT1", "NAPSA", "CD44", "NKX2-1", "XBP1", "PDIA4", "PDIA3", "HLA-DRA", "IDH1", "RHOA", "VIM", "KRT8", "DUOX1", "SFTA2", "BCL2L1", "ATF4", "SPCS2", "FN1", "SLC25A4", "ITGA3", "HIF1A", "CST3", "MGST1", "NUCB2", "HYOU1", "SEC11C", "LA...

[ 8, 7, 3, 6, 506, 433, 507, 177, 394, 100, 404, 619, 427, 426, 263, 276, 468, 603, 328, 180, 504, 58, 46, 531, 225, 515, 301, 258, 147, 369, 408, 273, 490, 332, 494, 261, 169, 469, 532, 182, 184, 193, 194, 197, 438, 224, 211,...

[ [ 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 0, 1, 1, 0, 1, 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,...

AT2

THD0011

[ [ 0, 0, 176.21145629882812, 88.10572814941406, 0, 44.05286407470703, 0, 88.10572814941406, 0, 0, 0, 0, 0, 0, 176.21145629882812, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 88.10572814941406, 0, 0, 0, 44...

train

aaaafgaa-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", "...

aaaafgaa-1

[ "VIM", "COL3A1", "LUM", "EPAS1", "COL1A1", "COL1A2", "PECAM1", "SOD2", "PDGFRA", "FN1", "VEGFA", "HERPUD1", "SPARCL1", "CD14", "CCN2", "ITGB1", "PDIA3", "ATF4", "ACTA2", "RHOA", "SELENOS", "PDIA4", "HIF1A", "PTGDS", "FGF2", "HYOU1", "CD44", "XBP1", "PKM", "B...

[ 8, 7, 3, 6, 603, 136, 353, 193, 134, 135, 431, 526, 424, 225, 602, 254, 530, 80, 76, 306, 426, 46, 14, 468, 494, 427, 258, 454, 220, 273, 100, 619, 438, 61, 149, 169, 594, 205, 275, 26, 21, 217, 72, 260, 263, 507, 523, 23,...

[ [ 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 1, 0, 0, 1, 1, 0, 0, 0, 1, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...

gCap

THD0011

[ [ 0, 0, 220.58822631835938, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 294.1176452636719, 0, 0, 0, 0, 0, 0, 0, 0, 73.52941131591797, 0, 0, 147.05882263183594, 0, 0, 0, 0, 0, 0, 0, 0, ...

train

aaaafini-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", "...

aaaafini-1

[ "FN1", "VIM", "PKM", "EPAS1", "LYZ", "RHOA", "RNASE1", "HIST1H1C", "PDIA3", "MS4A7", "ATF4", "ACTA2", "SFTPC", "BMPR2", "PGC", "IL7R", "CST3", "STAT1", "COL1A2", "SPCS2", "FCER1G", "CD68", "SOD2", "ITGB1", "UCHL3", "LUM", "MSLN", "MGST1", "FCN1", "SLC25A37",...

[ 8, 7, 3, 6, 225, 603, 438, 193, 357, 468, 469, 260, 426, 383, 46, 14, 506, 61, 433, 294, 147, 542, 135, 531, 211, 102, 526, 306, 596, 353, 384, 369, 216, 514, 507, 303, 504, 118, 324, 275, 258, 456, 442, 234, 431, 182, 184, ...

[ [ 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...

Interstitial Macrophages

THD0011

[ [ 0, 0, 70.42253875732422, 0, 0, 0, 0, 0, 0, 70.42253875732422, 0, 0, 0, 0, 140.84507751464844, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 70.42253875732422, 0, 0, 0, 0, 0, 0, 0, 0, ...

train

aaaafimg-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", "...

aaaafimg-1

[ "VIM", "EPAS1", "FN1", "COL1A2", "PECAM1", "PTGDS", "RNASE1", "S100A8", "YAP1", "PDIA3", "HSPA5", "LUM", "SOD2", "HERPUD1", "DCN", "S100A9", "SLC25A37", "CST3", "RHOA", "PLIN2", "PKM", "TGFB3", "IL7R", "KRT18", "ITGB1", "KRT8", "ICAM1", "HIST1H1C", "ATF4", "...

[ 8, 7, 3, 6, 603, 193, 225, 135, 431, 454, 469, 480, 620, 426, 272, 353, 526, 254, 169, 481, 514, 147, 468, 442, 438, 558, 294, 324, 306, 328, 275, 260, 46, 92, 221, 357, 100, 519, 515, 401, 117, 494, 488, 305, 296, 136, 424,...

[ [ 0, 1, 1, 0, 1, 1, 1, 0, 0, 0, 0, 0, 1, 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, 0, 0, 0, 0, 0, 0, 0,...

Interstitial Macrophages

THD0011

[ [ 0, 0, 0, 0, 0, 50.50505065917969, 0, 50.50505065917969, 0, 0, 0, 0, 0, 0, 50.50505065917969, 0, 0, 0, 0, 0, 50.50505065917969, 0, 0, 0, 50.50505065917969, 0, 0, 0, 50.50505065917969, 0, 0, ...

train

aaaafimo-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", "...

aaaafimo-1

[ "VIM", "CD44", "HLA-DRA", "LYZ", "FCER1G", "VEGFA", "MRC1", "RNASE1", "CD68", "HMOX1", "MS4A7", "FCGR3A", "HAVCR2", "PDIA3", "IDH1", "CST3", "GPR183", "MARCO", "HIST1H1C", "EREG", "ITGAX", "PLIN2", "CTNNB1", "XBP1", "EPAS1", "GSR", "SLC1A3", "SMAD4", "HLA-DQA1...

[ 8, 7, 3, 6, 603, 100, 263, 357, 211, 602, 379, 469, 102, 266, 383, 214, 253, 426, 276, 147, 242, 362, 260, 196, 305, 442, 151, 619, 193, 247, 513, 519, 261, 194, 428, 427, 532, 438, 448, 405, 526, 514, 450, 409, 468, 541, 25...

[ [ 0, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 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, 0, 0, 0, 0,...

SPP1+ Macrophages

THD0011

[ [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 155.03875732421875, 0, 0, 0, 0, 232.55813598632812, 0, 77.51937866210938, 0, 0, 0, 77.51937866210938, 0, 0, 77.51937866210938, 77.51937866210938, 0, 155.03875732421875, 0, ...

train

aaaaabfn-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", "...

aaaaabfn-1

[ "VIM", "EPAS1", "PECAM1", "FN1", "ITGB1", "LUM", "COL1A2", "ATF4", "PTGDS", "CTNNB1", "RHOA", "ICAM1", "COL1A1", "BMPR2", "NFKB1", "HIST1H1C", "COL3A1", "MGST1", "IRF1", "RNASE1", "KDR", "PTPRC", "ANKRD28", "EGFR", "FCN3", "RTKN2", "EPCAM", "PLIN2", "CD44", ...

[ 8, 7, 3, 6, 603, 193, 431, 225, 306, 353, 135, 46, 454, 151, 468, 275, 134, 61, 400, 260, 136, 369, 296, 469, 312, 456, 31, 182, 217, 473, 194, 442, 100, 254, 526, 383, 238, 506, 490, 394, 126, 426, 424, 420, 408, 409, 169, ...

[ [ 0, 1, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...

aCap

THD0011

[ [ 0, 0, 144.23077392578125, 48.07692337036133, 0, 0, 0, 0, 0, 48.07692337036133, 0, 0, 0, 0, 240.38461303710938, 0, 0, 0, 96.15384674072266, 0, 0, 0, 0, 48.07692337036133, 0, 48.07692337036133, 0, 0, ...

train

aaaaabcn-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", "...

aaaaabcn-1

[ "SFTPC", "SFTPD", "PGC", "DMBT1", "MGST1", "HIST1H1C", "LAMP3", "CD44", "ITGB1", "NKX2-1", "ATF4", "HYOU1", "NAPSA", "DUOX1", "KRT8", "HLA-DRA", "RHOA", "EPAS1", "EPCAM", "PDIA3", "HIF1A", "ACTA2", "CFTR", "PDIA6", "TOP1", "GSR", "IDH1", "COL1A2", "VEGFA", "...

[ 8, 7, 3, 6, 506, 507, 433, 177, 369, 260, 332, 100, 306, 404, 46, 273, 394, 180, 328, 263, 468, 193, 194, 426, 258, 14, 120, 428, 580, 247, 276, 135, 602, 490, 308, 324, 603, 620, 504, 51, 438, 594, 597, 469, 117, 526, 147, ...

[ [ 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0,...

AT2

THD0011

[ [ 0, 0, 0, 0, 0, 0, 0, 54.64480972290039, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 163.93443298339844, 0, 0, 0, 54.64480972290039, 0, 0, 54.64480972290039, 0, 54.64480972290039, 0, 0, 0, 0, ...

train

aaaaabcc-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", "...

aaaaabcc-1

[ "VIM", "PDGFRB", "SPARCL1", "COL1A2", "SFTPC", "ITGB1", "IL7R", "PGC", "LUM", "PTPRC", "CCN2", "FN1", "PKM", "CD44", "HIST1H1C", "RHOA", "AXL", "PDGFRA", "DMBT1", "CSPG4", "HLA-DRA", "CXCR4", "HEY1", "HYOU1", "SOX9", "SELENOS", "MGST1", "TGFB1", "CD4", "RNAS...

[ 8, 7, 3, 6, 603, 425, 530, 135, 506, 306, 294, 433, 353, 456, 76, 225, 438, 100, 260, 468, 52, 424, 177, 146, 263, 163, 257, 273, 529, 494, 369, 556, 97, 469, 523, 619, 328, 312, 426, 304, 184, 348, 420, 427, 431, 258, 516, ...

[ [ 0, 1, 1, 0, 1, 0, 0, 1, 0, 0, 1, 1, 1, 1, 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, 0, 0, 0, 0, 0, 0,...

Fibroblasts

THD0011

[ [ 0, 0, 223.46368408203125, 55.86592102050781, 0, 0, 0, 55.86592102050781, 0, 0, 0, 0, 0, 0, 0, 111.73184204101562, 0, 55.86592102050781, 0, 55.86592102050781, 0, 0, 0, 55.86592102050781, 0, 0, 55.86592102050...

train

aaaaabcb-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", "...

aaaaabcb-1

[ "VIM", "EPAS1", "FN1", "PDIA3", "COL3A1", "PECAM1", "LUM", "SOD2", "COL1A2", "ACTA2", "SPARCL1", "HIST1H1C", "RHOA", "GZMB", "ITGAX", "COL1A1", "GZMA", "YAP1", "SLC2A1", "PDIA6", "CST3", "GNG11", "CD44", "ITGB1", "CD69", "UBE2J1", "ATF6", "PTPRC", "CXCR4", "...

[ 8, 7, 3, 6, 603, 193, 225, 426, 136, 431, 353, 526, 135, 14, 530, 260, 468, 249, 305, 134, 248, 620, 516, 428, 147, 238, 100, 306, 103, 594, 47, 456, 163, 221, 275, 427, 438, 273, 217, 263, 444, 424, 254, 454, 224, 488, 459,...

[ [ 0, 1, 1, 1, 1, 0, 0, 0, 1, 1, 0, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0,...

NK cells

THD0011

[ [ 0, 0, 40.4858283996582, 0, 80.9716567993164, 0, 0, 0, 0, 40.4858283996582, 0, 0, 0, 0, 242.91497802734375, 0, 40.4858283996582, 0, 0, 0, 0, 0, 0, 40.4858283996582, 0, 0, 40.4858283996582, 0, 0, ...

train

aaaaabhp-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", "...

aaaaabhp-1

[ "SFTPC", "SFTPD", "NAPSA", "NKX2-1", "PGC", "LAMP3", "RHOA", "CD44", "MGST1", "EPCAM", "XBP1", "ATF4", "SFTA2", "HLA-DRA", "DMBT1", "DUOX1", "KRT8", "GKN2", "NUTF2", "HIST1H1C", "MYDGF", "SPCS2", "HIF1A", "IDH1", "FKBP11", "LMAN1", "RNASE1", "NUCB2", "FN1", ...

[ 8, 7, 3, 6, 506, 507, 394, 404, 433, 332, 468, 100, 369, 194, 619, 46, 504, 263, 177, 180, 328, 234, 409, 260, 390, 531, 258, 276, 224, 346, 469, 408, 225, 532, 450, 444, 304, 324, 427, 594, 580, 22, 308, 371, 306, 193, 31, ...

[ [ 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 1, 1, 0, 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, 0, 0, 0, 0, 0,...

Proliferating Epithelial

THD0011

[ [ 0, 0, 120.48192596435547, 0, 0, 0, 0, 0, 0, 0, 0, 120.48192596435547, 0, 0, 240.96385192871094, 0, 240.96385192871094, 0, 0, 240.96385192871094, 0, 0, 0, 0, 0, 0, 120.48192596435547, 0, 0, 0, ...

train

aaaaabdj-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", "...

aaaaabdj-1

[ "EPAS1", "PECAM1", "LUM", "VIM", "FN1", "SOD2", "IL7R", "SPCS3", "FCN3", "COL3A1", "COL1A1", "ATF4", "HIST1H1C", "ATG7", "ICAM1", "AXL", "DCN", "EHMT1", "IGLL1", "CLDN5", "CREB3L4", "IL4R", "LGALS1", "ITGB1", "KRT18", "CD34", "NUCB2", "PDGFRA", "PTGDS", "RHO...

[ 8, 7, 3, 6, 193, 431, 353, 603, 225, 526, 294, 532, 217, 136, 134, 46, 260, 48, 275, 52, 169, 184, 284, 126, 143, 293, 336, 306, 324, 92, 408, 424, 454, 468, 483, 494, 530, 556, 581, 619, 620, 89, 621, 61, 35, 14 ]

[ [ 0, 1, 1, 1, 1, 0, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 1, 0...

Proliferating Endothelial

THD0011

[ [ 0, 0, 206.18556213378906, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 412.3711242675781, 0, 0, 0, 0, 0, 0, 0, 0, 103.09278106689453, 0, 0, 103.09278106689453, 0, 0, 0, 0, 0, 0, 0, 0, ...

train

aaaaabgk-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", "...

aaaaabgk-1

[ "EPAS1", "VIM", "KRT8", "PECAM1", "CD34", "ATF4", "IL7R", "KRT18", "PKM", "CD44", "CTNNB1", "ITGB1", "RHOA", "CD274", "SFTPD", "SNAI1", "ACTA2", "SFTA2", "IFIT1", "HSPA5", "HLA-DRA", "HIF1A", "FN1", "TOP2A", "IFIT3", "CSPG4", "COL3A1", "CLDN5", "WWTR1", "EPC...

[ 8, 7, 3, 6, 193, 603, 328, 431, 92, 46, 294, 324, 438, 100, 151, 306, 468, 89, 507, 522, 14, 504, 278, 272, 263, 258, 225, 581, 280, 146, 136, 126, 618, 194, 620, 301, 580, 556, 542, 346, 353, 390, 526, 409, 420, 428, 519, ...

[ [ 0, 1, 1, 1, 0, 1, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...

gCap

THD0011

[ [ 0, 0, 240, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 320, 0, 80, 0, 80, 0, 0, 0, 0, 160, 0, 80, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...

train

aaaaabdb-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", "...

aaaaabdb-1

[ "EPAS1", "PECAM1", "VIM", "HIST1H1C", "FN1", "HERPUD1", "ATF4", "ITGB1", "RNASE1", "ACTA2", "RHOA", "HEY1", "CTNNB1", "PKM", "BCL2L1", "SPARCL1", "VEGFA", "HIF1A", "WWTR1", "MRC1", "SEC11C", "CLDN5", "KDR", "RAMP2", "KRT18", "PPARG", "PLVAP", "PLIN2", "IFIT3",...

[ 8, 7, 3, 6, 193, 431, 603, 260, 225, 254, 46, 306, 469, 14, 468, 257, 151, 438, 58, 530, 602, 258, 618, 379, 490, 126, 312, 459, 324, 448, 445, 442, 280, 433, 273, 182, 346, 427, 426, 92, 231, 358, 211, 621, 454, 48, 60, 5...

[ [ 0, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ...

Arteriole

THD0011

[ [ 0, 0, 98.03921508789062, 98.03921508789062, 0, 0, 0, 98.03921508789062, 0, 0, 0, 0, 0, 196.07843017578125, 392.1568603515625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 98.03921508789062, 0, 0, 0, 0, ...

train

aaaaabfp-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", "...

aaaaabfp-1

[ "COL3A1", "LUM", "VIM", "PTGDS", "ATF4", "EPAS1", "CD44", "FN1", "ITGB1", "RHOA", "CTNNB1", "DCN", "PDGFRB", "PDGFRA", "KRT8", "FAS", "PGC", "HSPA5", "COL1A2", "ATF3", "NKX2-1", "CDK1", "HLA-DRA", "GNG11", "STAT6", "STAT1", "NUCB2", "MANF", "SLC25A4", "SLC2A...

[ 8, 7, 3, 6, 136, 353, 603, 454, 46, 193, 100, 225, 306, 468, 151, 169, 425, 424, 328, 206, 433, 272, 135, 45, 404, 114, 263, 238, 544, 542, 408, 360, 515, 516, 519, 134, 362, 255, 490, 529, 117, 21, 182, 442, 26, 324, 194, ...

[ [ 0, 1, 1, 0, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...

Alveolar FBs

THD0011

[ [ 0, 0, 114.9425277709961, 0, 0, 57.47126388549805, 0, 57.47126388549805, 0, 0, 0, 0, 0, 0, 114.9425277709961, 0, 57.47126388549805, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 172.41...

train

aaaaabem-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", "...

aaaaabem-1

[ "VIM", "KRT18", "LYZ", "FCER1G", "KRT8", "CD44", "VEGFA", "MRC1", "HIF1A", "PDIA3", "PTPRC", "MARCO", "CD68", "HERPUD1", "CTNNB1", "CCL18", "FCGR3A", "RHOA", "PPARG", "FN1", "ACTA2", "IDH1", "SMAD4", "XBP1", "EHMT1", "HIST1H1C", "SPCS3", "HLA-DRA", "PECAM1", ...

[ 8, 7, 3, 6, 603, 324, 357, 211, 328, 100, 602, 379, 258, 426, 456, 362, 102, 254, 151, 71, 214, 468, 448, 225, 14, 276, 519, 619, 184, 260, 532, 263, 431, 80, 514, 253, 305, 46, 336, 350, 300, 513, 504, 234, 389, 135, 390, ...

[ [ 0, 1, 1, 1, 1, 1, 0, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...

Macrophages

THD0011

[ [ 0, 0, 115.83011627197266, 0, 0, 115.83011627197266, 0, 0, 0, 0, 0, 0, 0, 0, 0, 77.22007751464844, 77.22007751464844, 38.61003875732422, 0, 0, 0, 0, 0, 38.61003875732422, 0, 0, 0, 0, 38.6100387573242...

train

aaaaabfi-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", "...

aaaaabfi-1

[ "VIM", "LYZ", "SPP1", "RNASE1", "FCER1G", "MRC1", "CEACAM6", "MARCO", "PKM", "MCEMP1", "PDIA3", "TREM2", "HLA-DRA", "ITGB1", "HSPA5", "CTNNB1", "MS4A7", "GPR183", "ICAM1", "PDIA6", "KRT18", "CD68", "CD44", "SOD2", "HIF1A", "XBP1", "AIF1", "ACTA2", "RHOA", "N...

[ 8, 7, 3, 6, 603, 357, 536, 469, 211, 379, 117, 362, 438, 363, 426, 586, 263, 306, 272, 151, 383, 242, 275, 428, 324, 102, 100, 526, 258, 619, 23, 14, 468, 408, 513, 490, 260, 276, 234, 390, 442, 530, 532, 273, 193, 116, 456,...

[ [ 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 0, 0, 0, 0, 1, 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, 0,...

SPP1+ Macrophages

THD0011

[ [ 0, 0, 0, 0, 102.04081726074219, 0, 0, 0, 102.04081726074219, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 102.04081726074219, 0, 0, 0, 306.1224365234375, 0, 0, 0, 0, ...

train

aaaaabeh-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", "...

aaaaabeh-1

[ "EPAS1", "FN1", "VIM", "IL7R", "SPARCL1", "RNASE1", "PECAM1", "HIST1H1C", "PDGFRA", "FCN3", "CA4", "ITGA3", "PDIA3", "WWTR1", "RHOA", "LUM", "COL1A1", "COL1A2", "HSPA5", "NUCB2", "LTF", "KDR", "HEY1", "HERPUD1", "SAA2", "CD274", "COL3A1", "ICAM1", "SFTA2", "...

[ 8, 7, 3, 6, 193, 225, 603, 294, 530, 469, 431, 260, 424, 217, 68, 301, 426, 618, 468, 353, 134, 135, 272, 408, 352, 312, 257, 254, 483, 89, 136, 275, 504, 304, 27, 522, 169, 22, 620, 448, 410, 61, 328, 394, 472, 117, 194 ]

[ [ 0, 0, 1, 1, 0, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], [ 0...

gCap

THD0011

[ [ 0, 0, 78.74015808105469, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 157.48031616210938, 0, 39.370079040527344, 78.74015808105469, 0, 0, 0, 0, 0, 78.74015808105469, 0, 0, 157.48031616210938, 0, 0, 0, 0...

train

aaaabcba-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", "...

aaaabcba-1

[ "VIM", "EPAS1", "FN1", "LUM", "PECAM1", "HIF1A", "HIST1H1C", "RHOA", "HERPUD1", "DCN", "WWTR1", "PDIA4", "PTGDS", "RNASE1", "HEY1", "BMPR2", "SOD2", "ATF4", "HLA-DRA", "CEACAM6", "ITGB1", "COL3A1", "PKM", "KRT18", "ACTA2", "CTNNB1", "CST3", "SPCS3", "COL1A2", ...

[ 8, 7, 3, 6, 603, 193, 225, 353, 431, 258, 260, 468, 254, 169, 618, 427, 454, 469, 257, 61, 526, 46, 263, 117, 306, 136, 438, 324, 14, 151, 147, 532, 135, 134, 507, 602, 304, 100, 426, 220, 50, 428, 58, 328, 247, 494, 580, ...

[ [ 0, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 0, 1, 0, 0, 0, 1, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...

Arteriole

THD0011

[ [ 0, 0, 166.6666717529297, 166.6666717529297, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 83.33333587646484, 0, 83.33333587646484, 0, 0, 0, 0, 83.33333587646484, 0, 0, 0, 0, 0, 0, 250, 0, 0, ...

train

aaaaabfo-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", "...

aaaaabfo-1

[ "EPAS1", "PECAM1", "VIM", "FN1", "HIST1H1C", "RNASE1", "COL1A2", "FCN3", "CD34", "SLC25A4", "COL3A1", "CA4", "CTNNB1", "DCN", "RAMP2", "NAPSA", "PDGFRB", "PDIA4", "HEY1", "CD274", "PGC", "ICAM1", "IL7R", "SPARCL1", "ACTA2", "AGER", "WWTR1", "WFDC2", "HES1", ...

[ 8, 7, 3, 6, 193, 431, 603, 225, 260, 469, 135, 217, 92, 515, 136, 68, 151, 169, 459, 394, 425, 427, 257, 89, 433, 275, 294, 530, 14, 21, 618, 610, 255, 194, 369, 523, 300, 117, 504, 490, 143, 48, 408, 149, 306, 426, 450, 1...

[ [ 0, 1, 1, 1, 1, 1, 0, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...

gCap

THD0011

[ [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 314.1361389160156, 0, 0, 0, 26.178010940551758, 0, 0, 0, 0, 26.178010940551758, 0, 0, 26.178010940551758, 0, 0, 0, 0, 0, 0, 0, 0, ...

train

aaaabbbp-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", "...

aaaabbbp-1

[ "SFTPD", "SFTPC", "NAPSA", "PGC", "LAMP3", "XBP1", "CD44", "ATF4", "VIM", "IDH1", "DUOX1", "MGST1", "YAP1", "DMBT1", "PKM", "RHOA", "PDIA3", "NKX2-1", "HLA-DRA", "SEC11C", "EPAS1", "DCN", "SSR3", "KRT18", "SELENOS", "HYOU1", "FN1", "LUM", "HIF1A", "KRT8", ...

[ 8, 7, 3, 6, 507, 506, 394, 433, 332, 619, 100, 46, 603, 276, 180, 369, 620, 177, 438, 468, 426, 404, 263, 490, 193, 169, 541, 324, 494, 273, 225, 353, 258, 328, 580, 408, 346, 184, 427, 532, 260, 389, 308, 526, 272, 136, 134...

[ [ 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 0, 1, 1, 0, 0, 1, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...

AT2

THD0011

[ [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 319.14892578125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 212.76596069335938, 0, 0, 0, 106.38298034667969, ...

train

aaaabcbf-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", "...

aaaabcbf-1

[ "FN1", "VIM", "SOD2", "PTGDS", "EPAS1", "DCN", "ATF4", "SPARCL1", "LUM", "ITGB1", "SFTPD", "ICAM1", "RHOA", "MYC", "COL3A1", "CCL2", "PDGFRA", "COL1A2", "CST3", "SAA2", "SELENOS", "SFTA2", "ITGAV", "COL1A1", "IRF1", "MAL", "DDIT3", "EGFR", "PDIA4", "PDIA3", ...

[ 8, 7, 3, 6, 225, 603, 526, 454, 193, 169, 46, 530, 353, 306, 507, 275, 468, 389, 136, 72, 424, 135, 147, 483, 494, 504, 304, 134, 296, 358, 171, 182, 427, 426, 529, 425, 206, 409, 329, 224, 258, 369, 293, 177, 448, 76, 544, ...

[ [ 0, 1, 1, 1, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ...

Alveolar FBs

THD0011

[ [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 45.871559143066406, 0, 0, 0, 45.871559143066406, 229.3577880859375, 0, 0, 0, 45.871559143066406, 91.74311828613281, 0, 0, 0, 0, 45.871559143066406, 0, 0, 0, 0, 0, ...

train

aaaabcbb-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", "...

aaaabcbb-1

[ "LUM", "VIM", "FN1", "PTGDS", "DCN", "SPARCL1", "SFTPD", "SOD2", "COL3A1", "PDIA3", "ATF4", "XBP1", "PDGFRB", "COL1A2", "SCGB3A2", "SOX9", "RHOA", "PKM", "ITGB1", "HERPUD1", "COL1A1", "IRF1", "SPRY2", "ICAM1", "HLA-DRA", "CD68", "MGST1", "CCN2", "RTKN2", "HI...

[ 8, 7, 3, 6, 353, 603, 225, 454, 169, 530, 507, 526, 136, 426, 46, 619, 425, 135, 489, 529, 468, 438, 306, 254, 134, 296, 537, 275, 263, 102, 369, 76, 473, 258, 618, 332, 448, 52, 408, 193, 324, 469, 424, 427, 260, 197, 428, ...

[ [ 0, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...

Alveolar FBs

THD0011

[ [ 0, 0, 0, 89.28571319580078, 0, 89.28571319580078, 0, 89.28571319580078, 0, 0, 0, 0, 0, 0, 89.28571319580078, 0, 0, 0, 0, 0, 0, 0, 0, 89.28571319580078, 0, 0, 0, 0, 0, 0, 0, 0, 89.285...

train

aaaabcho-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", "...

aaaabcho-1

[ "EPAS1", "VIM", "FN1", "COL1A2", "ITGB1", "RHOA", "IL7R", "HIST1H1C", "PDIA4", "DUOX1", "CCN2", "PTGDS", "XBP1", "IDH1", "HSPA5", "COL3A1", "DCN", "PLIN2", "FCER1G", "SELENOS", "CEACAM6", "SFTPD", "PDGFRB", "SMAD4", "WWTR1", "SOD2", "LYZ", "SPARCL1", "LUM", ...

[ 8, 7, 3, 6, 193, 603, 225, 135, 306, 468, 294, 260, 427, 180, 76, 454, 619, 276, 272, 136, 169, 442, 211, 494, 117, 507, 425, 519, 618, 526, 357, 530, 353, 394, 21, 254, 151, 220, 217, 408, 448, 411, 438, 420, 433, 428, 23, ...

[ [ 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...

Interstitial Macrophages

THD0011

[ [ 0, 0, 217.3913116455078, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 108.6956558227539, 0, 0, 0, 0, 0, 0, 0, 0, 0, 108.6956558227539, 0, 0, 0, 0, 0, 0, 0, 0, 0, 108.6956558227539, 0...

train

aaaabbbg-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", "...

aaaabbbg-1

[ "VIM", "EPAS1", "SPARCL1", "PTGDS", "ITGB1", "FN1", "CD44", "FABP4", "COL1A2", "SOD2", "LUM", "HIF1A", "GSR", "RHOA", "COL3A1", "KDR", "ACTA2", "WWTR1", "PKM", "RNASE1", "MMP7", "FKBP11", "ATF4", "SOX9", "HSPA5", "COL1A1", "HIST1H1C", "CD52", "HES1", "HERPUD...

[ 8, 7, 3, 6, 603, 193, 530, 454, 306, 225, 100, 202, 135, 526, 353, 258, 247, 468, 136, 312, 14, 618, 438, 469, 374, 224, 46, 529, 272, 134, 260, 101, 255, 254, 427, 234, 506, 248, 544, 151, 147, 490, 459, 408, 620, 169, 424,...

[ [ 0, 0, 1, 1, 1, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...

Fibroblasts

THD0011

[ [ 0, 0, 39.525691986083984, 0, 79.05138397216797, 0, 0, 0, 39.525691986083984, 39.525691986083984, 0, 0, 0, 0, 158.10276794433594, 0, 0, 0, 0, 0, 0, 39.525691986083984, 0, 39.525691986083984, 0, 0, 0, 0, ...

train

aaaabban-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", "...

aaaabban-1

[ "SFTPC", "PGC", "DMBT1", "SFTPD", "CD44", "NAPSA", "XBP1", "DUOX1", "MGST1", "LAMP3", "RHOA", "HSPA5", "VIM", "EPAS1", "SFTA2", "ATF4", "PLIN2", "PCNA", "SSR3", "NUCB2", "NKX2-1", "EPCAM", "FN1", "HYOU1", "PDIA3", "GSR", "ITGB1", "TOP1", "IDH1", "PRDX4", "...

[ 8, 7, 3, 6, 506, 433, 177, 507, 100, 394, 619, 180, 369, 332, 468, 272, 603, 193, 504, 46, 442, 420, 541, 408, 404, 194, 225, 273, 426, 247, 306, 580, 276, 450, 428, 431, 263, 620, 22, 255, 389, 151, 126, 523, 490, 494, 390,...

[ [ 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 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, 0, 0, 0, 0, 0,...

AT2

THD0011