TerminatorJ/xenium_25_lung_dataset_update4

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	Normalized_Exp list	pct_nucleus list	Transcript_Number list	compound_key string	Niche_Annotations string
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train

aaaalcae-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaalcae-1

[ "CCN2", "VIM", "SPARCL1", "ACTA2", "PECAM1", "EPAS1", "FN1", "HLA-DRA", "HERPUD1", "ATF3", "CTNNB1", "XBP1", "CD34", "WWTR1", "CLDN5", "ITGB1", "SOD2", "IFIT3", "JCHAIN", "LUM", "POSTN", "ATF4", "HIST1H1C", "SLC25A4", "SELENOS", "SCGB1A1", "RNASE1", "SOX4", "R...

[ 9, 7, 3, 6, 76, 603, 530, 14, 431, 193, 225, 263, 254, 45, 151, 619, 92, 618, 126, 306, 526, 280, 310, 353, 446, 46, 260, 515, 494, 488, 469, 528, 468, 100, 522, 220, 426, 410, 408, 531, 389, 238, 249, 264, 273, 276, 346, ...

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Venous

VUILD107MF

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VUILD107MF_aaaalcae-1

T10

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train

aaaalcah-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaalcah-1

[ "ACTA2", "VIM", "CCN2", "SPARCL1", "FN1", "EPAS1", "ATF4", "HSPA5", "ITGB1", "COL1A2", "BMPR2", "SLC25A4", "PDIA6", "ERLEC1", "HMGA1", "HIST1H1C", "HIF1A", "HES1", "PDIA3", "CD19", "RHOA", "SNAI2", "CTNNB1", "NUCB2", "STAT6", "ITGAV", "SPCS2", "YAP1", "JCHAIN"...

[ 9, 7, 3, 6, 14, 603, 76, 530, 225, 193, 46, 272, 306, 135, 61, 515, 428, 197, 264, 260, 258, 255, 426, 82, 468, 523, 151, 408, 544, 304, 531, 620, 310 ]

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

SMCs

VUILD107MF

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VUILD107MF_aaaalcah-1

T10

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train

aaaalcao-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaalcao-1

[ "VIM", "HLA-DRA", "SPARCL1", "CCL2", "ACTA2", "CCN2", "STAT1", "FN1", "EPAS1", "MS4A7", "ATF4", "CD68", "FCGR3A", "RHOA", "COL1A2", "HIST1H1C", "PDIA3", "PDIA6", "HMGA1", "CD44", "UCHL3", "WWTR1", "PECAM1", "GNG11", "HLA-DQB1", "IRF1", "GPR183", "FGF2", "LMAN1...

[ 9, 7, 3, 6, 603, 263, 530, 72, 14, 76, 542, 225, 193, 383, 46, 102, 214, 468, 135, 260, 426, 428, 264, 100, 596, 618, 431, 238, 262, 296, 242, 220, 346, 48, 280, 379, 254, 523, 526, 105, 103, 519, 309, 51, 328, 305, 400, 4...

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

Macrophages

VUILD107MF

[ 1, 0.9099999999999999, 0.82, 0.73, 0.73, 0.64, 0.64, 0.5499999999999999, 0.5499999999999999, 0.5499999999999999, 0.45999999999999996, 0.37, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, ...

[ -1, -1, 0.11, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, 0.2, 0, 1, -1, 0, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.44, -1, -1, -1, 0.43, -1, -1, -1, 1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, ...

[ 0, 0, 9, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 5, 1, 2, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 9, 0, 0, 0, 7, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 4, 1, 1, 0, 0, 0, 0...

VUILD107MF_aaaalcao-1

T5

[ [ 0, 0, 1298.7012939453125, 0, 0, 64.93506622314453, 0, 0, 0, 0, 0, 0, 0, 0, 259.7402648925781, 0, 0, 0, 0, 129.87013244628906, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 129.87...

train

aaaalceo-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaalceo-1

[ "ACTA2", "VIM", "SPARCL1", "FN1", "RNASE1", "COL1A2", "ITGB1", "CTNNB1", "ATF4", "HLA-DRA", "SFRP2", "HIF1A", "COL15A1", "YAP1", "LMAN1", "LGALS1", "STAT6", "GPR183", "COL1A1", "EPAS1", "CCL21", "CCN2", "PDGFRB", "PKM", "AXL", "CSPG4", "HERPUD1", "SNAI2", "SOX...

[ 9, 7, 3, 6, 14, 603, 530, 225, 469, 135, 306, 151, 46, 263, 502, 258, 133, 620, 346, 336, 544, 242, 134, 193, 73, 76, 425, 438, 52, 146, 254, 523, 528, 531, 100, 136, 383, 400, 401, 147, 468, 309, 169, 424, 426, 519, 260, ...

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

SMCs

VUILD107MF

[ 1, 0.9, 0.8, 0.7000000000000001, 0.6, 0.6, 0.6, 0.5, 0.4, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.1, 0.1, 0.1, 0.1,...

[ -1, -1, 0.3, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, 0.25, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, 0.5, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1,...

[ 0, 0, 20, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 4, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, ...

VUILD107MF_aaaalceo-1

T10

[ [ 0, 0, 61.162078857421875, 0, 0, 0, 0, 0, 0, 91.74311828613281, 0, 0, 0, 0, 91.74311828613281, 0, 0, 61.162078857421875, 0, 30.581039428710938, 0, 0, 61.162078857421875, 0, 30.581039428710938, 0, 0, 0, ...

train

aaaalgmf-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaalgmf-1

[ "JCHAIN", "COL1A1", "COL3A1", "VIM", "COL1A2", "LUM", "POSTN", "CCN2", "SFRP4", "CD44", "HERPUD1", "UBE2J1", "PTPRC", "FN1", "CD3G", "ITGB1", "SPARCL1", "HYOU1", "SSR3", "HIST1H1C", "SOD2", "TRAC", "PDIA3", "KLRB1", "ANKRD28", "PIM2", "ATF4", "STAT1", "SFRP2",...

[ 9, 7, 3, 6, 310, 134, 136, 603, 135, 353, 446, 76, 503, 100, 254, 594, 456, 225, 96, 306, 530, 273, 541, 260, 526, 585, 426, 316, 31, 437, 46, 542, 502, 57, 431, 309, 258, 390, 163, 247, 14, 50, 532, 468, 523, 454, 619, 41...

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

T-cells

VUILD107MF

[ 1, 0.9307692307692308, 0.9307692307692308, 0.8615384615384616, 0.7923076923076923, 0.7230769230769231, 0.6538461538461539, 0.5846153846153846, 0.5153846153846154, 0.5153846153846154, 0.4461538461538461, 0.4461538461538461, 0.4461538461538461, 0.3769230769230769, 0.3076923076923077, 0.3...

[ -1, -1, 0, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, 0, -1, -1, 0, -1, 0, -1, -1, 1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, 0.1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, 1, -1, 0, 1, 0.5, -1...

[ 0, 0, 2, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 3, 0, 0, 2, 0, 1, 0, 0, 2, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 10, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 1, 1, 4, 0, 7, 1, 0, 0, 1, 0, 0, 0, ...

VUILD107MF_aaaalgmf-1

T9

[ [ 0, 0, 1403.5087890625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 87.71929931640625, 0, 0, 0, 175.4385986328125, 0, 0, 0, 0, 87.71929931640625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...

train

aaaabmlb-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaabmlb-1

[ "VIM", "ACTA2", "SPARCL1", "FN1", "ITGB1", "COL1A2", "EPAS1", "HIF1A", "SOD2", "AXL", "SFRP2", "TGFB3", "YAP1", "COL3A1", "ITGA3", "CCN2", "COL1A1", "STAT1", "HLA-DRA", "HERPUD1", "STAT6", "CD14", "IDH1", "NUCB2", "CST3", "ITM2C", "BCL2L11", "XBP1", "WWTR1", ...

[ 9, 7, 3, 6, 603, 14, 530, 225, 306, 135, 193, 258, 526, 52, 502, 558, 620, 136, 301, 76, 134, 542, 263, 254, 544, 80, 276, 408, 147, 309, 59, 619, 618, 438, 383, 425, 523, 197, 47, 100, 541, 469, 151 ]

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

SMCs

VUILD107MF

[ 1, 0.8714285714285716, 0.7428571428571429, 0.6142857142857143, 0.48571428571428577, 0.48571428571428577, 0.3571428571428572, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0...

[ -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, 0.5, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1...

[ 0, 0, 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 2, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, ...

VUILD107MF_aaaabmlb-1

T10

[ [ 0, 0, 1280, 0, 0, 80, 0, 0, 0, 0, 0, 0, 0, 80, 80, 0, 0, 0, 0, 0, 0, 0, 80, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 80, 0, 0, 0, 0...

train

aaaabmmc-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaabmmc-1

[ "VIM", "ACTA2", "SFRP2", "SPARCL1", "COL3A1", "COL1A1", "LUM", "CTNNB1", "FN1", "COL1A2", "SMAD4", "HIF1A", "COL15A1", "ITGA3", "PDIA3", "HLA-DRA", "ITGAV", "SFRP4", "CST3", "LYZ", "CCNB2", "PKM", "HIST1H1C", "HLA-DQB1", "IFIT1", "FGF7", "BCL2", "ATF4", "SELEN...

[ 9, 7, 3, 6, 603, 14, 502, 530, 136, 134, 353, 151, 225, 135, 519, 258, 133, 301, 426, 263, 304, 503, 147, 357, 78, 438, 260, 262, 278, 221, 57, 46, 494, 594, 328, 309, 620, 306, 197, 526, 45, 425, 238, 191, 23 ]

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

SMCs

VUILD107MF

[ 1, 0.8875, 0.775, 0.6625, 0.55, 0.4375, 0.4375, 0.4375, 0.325, 0.325, 0.325, 0.325, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, ...

[ -1, -1, 0.25, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, 1, 0, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -...

[ 0, 0, 16, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...

VUILD107MF_aaaabmmc-1

T10

[ [ 0, 0, 1529.4117431640625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 117.64705657958984, 0, 0, 0, 0, 0, 0, 0, 0, 117.64705657958984, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...

train

aaaabmmk-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaabmmk-1

[ "ACTA2", "SPARCL1", "FN1", "VIM", "COL1A2", "COL3A1", "COL1A1", "SNAI2", "HLA-DRA", "ITGB1", "CTNNB1", "UCHL3", "ITM2C", "NHSL2", "SFRP2", "MEG3", "LUM", "SPCS3", "NOX4", "LGR6", "SLC25A4", "MAL", "FGF7", "ITGAV", "PDIA3", "WWTR1", "BCL2L1", "ATF4", "CSPG4", ...

[ 9, 7, 3, 6, 14, 530, 225, 603, 135, 136, 134, 523, 263, 306, 151, 596, 309, 401, 502, 366, 353, 532, 405, 341, 515, 358, 221, 304, 426, 618, 58, 46, 146, 193, 425, 169, 191 ]

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

SMCs

VUILD107MF

[ 1, 0.85, 0.85, 0.7, 0.5499999999999999, 0.5499999999999999, 0.4, 0.4, 0.4, 0.4, 0.4, 0.25, 0.25, 0.25, 0.25, 0.25, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]

[ -1, -1, 0.38, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, ...

[ 0, 0, 13, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...

VUILD107MF_aaaabmmk-1

T10

[ [ 0, 0, 600, 0, 0, 0, 0, 100, 100, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 100, 0, 0, 100, 0, 0, 0, 100, 0, ...

train

aaaabljj-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaabljj-1

[ "VIM", "SFRP2", "LUM", "ACTA2", "SPARCL1", "CD68", "HLA-DRA", "ITM2C", "DCN", "SFRP4", "CD44", "SOD2", "PTGDS", "SCGB1A1", "COL1A2", "CST3", "RNASE1", "HIF1A", "CD14", "HLA-DQA1", "STAT1", "SSR3", "EPAS1", "HERPUD1", "RHOA", "PDIA3", "SMAD4", "SLC25A4", "CCN2"...

[ 9, 7, 3, 6, 603, 502, 353, 14, 530, 102, 263, 309, 169, 503, 100, 526, 454, 488, 135, 147, 469, 258, 80, 261, 542, 541, 193, 254, 468, 426, 519, 515, 76, 225, 134, 136, 531, 425, 431, 26, 306, 266, 73, 594, 341, 27, 280, 3...

[ [ 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 ...

Macrophages

VUILD107MF

[ 1, 0.85, 0.85, 0.7, 0.5499999999999999, 0.5499999999999999, 0.5499999999999999, 0.4, 0.4, 0.4, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, ...

[ -1, -1, 0.33, -1, -1, -1, -1, 0, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, 0, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -...

[ 0, 0, 6, 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, 1, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 4, 0, 0, 0, 0, 0, 0...

VUILD107MF_aaaabljj-1

T10

[ [ 0, 0, 64.1025619506836, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 64.1025619506836, 0, 0, 64.1025619506836, 0, 0, 0, 0, 128.2051239013672, 64.1025619506836, 0, 128.2051239013672, 0, 0, 0, 0, 0...

train

aaaabfgi-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaabfgi-1

[ "CCL21", "VIM", "PTGDS", "SFRP2", "GNG11", "CCN2", "LUM", "FABP4", "HLA-DRA", "STAT1", "HIF1A", "COL1A2", "DCN", "IFIT1", "CST3", "PDIA3", "FN1", "HES1", "COL3A1", "SPARCL1", "EPAS1", "SOD2", "SPCS3", "BMPR2", "PECAM1", "BCL2L1", "PKM", "YAP1", "PDIA6", "ITG...

[ 9, 7, 3, 6, 73, 603, 454, 502, 238, 76, 353, 202, 263, 542, 258, 135, 169, 278, 147, 426, 225, 255, 136, 530, 193, 526, 532, 61, 431, 58, 438, 620, 428, 306, 358, 450, 47, 310, 59, 459, 51, 594, 272, 273, 558, 408, 420, 39...

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

Lymphatic/DCs

VUILD107MF

[ 1, 0.8875, 0.775, 0.6625, 0.55, 0.4375, 0.4375, 0.4375, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0....

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VUILD107MF_aaaabfgi-1

T9

[ [ 0, 0, 545.4545288085938, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 90.90908813476562, 0, 90.90908813476562, 0, 0, 0, 0, 0, 0, 0, 181.81817626953125, ...

train

aaaabfhm-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaabfhm-1

[ "VIM", "SPARCL1", "ACTA2", "FN1", "JCHAIN", "SFRP2", "COL1A1", "RNASE1", "COL3A1", "PTGDS", "SOD2", "STAT1", "PLIN2", "HIST1H1C", "LUM", "HLA-DRA", "CCL21", "IFIT1", "ITM2C", "ITGAV", "CD44", "STAT6", "HMGA1", "PDIA4", "CD28", "MAL", "FCGR3A", "SNAI2", "HAVCR2...

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SMCs

VUILD107MF

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VUILD107MF_aaaabfhm-1

T9

[ [ 0, 0, 275.2293701171875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 91.74311828613281, 91.74311828613281, 0, 0, 0, 0, 91.74311828613281, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0...

train

aaaabfgl-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaabfgl-1

[ "LUM", "VIM", "PTGDS", "MEG3", "SFRP2", "COL1A2", "PDIA3", "COL3A1", "SPARCL1", "ACTA2", "RNASE1", "COL1A1", "DCN", "FN1", "CD44", "YAP1", "HLA-DRA", "PLIN2", "STAT1", "IFIT1", "IDH1", "SOX4", "PIM2", "CCN2", "FOXP3", "IFIT3", "TTC19", "CST3", "PDIA6", "GNG1...

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Fibroblasts

VUILD107MF

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VUILD107MF_aaaabfgl-1

T9

[ [ 0, 0, 2000, 0, 0, 64.51612854003906, 0, 64.51612854003906, 0, 0, 0, 0, 0, 64.51612854003906, 64.51612854003906, 0, 0, 0, 0, 0, 0, 0, 0, 64.51612854003906, 0, 0, 0, 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

[ "ACTA2", "VIM", "SPARCL1", "FN1", "EPAS1", "CTNNB1", "COL1A2", "HIF1A", "SLC25A4", "PTGDS", "YAP1", "RNASE1", "CCN2", "FKBP11", "ITGB1", "PDIA3", "SPCS2", "SFRP2", "COL15A1", "CD4", "COL3A1", "CSPG4", "CST3", "SNAI2", "COL1A1", "ZEB1", "DNAJB9", "JCHAIN", "ITM...

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SMCs

VUILD107MF

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VUILD107MF_aaaaabag-1

T10

[ [ 0, 0, 1809.52392578125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 190.4761962890625, 285.71429443359375, 0, 0, 0, 0, 95.23809814453125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0...

train

aaaaabcd-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaaabcd-1

[ "VIM", "ACTA2", "CCN2", "SPARCL1", "SCGB1A1", "ITGB1", "ATF4", "HES1", "SOD2", "FN1", "ATF3", "RHOA", "COL1A2", "STAT1", "COL3A1", "STAT6", "SPCS2", "CTNNB1", "NUCB2", "PDIA3", "ERLEC1", "FGF2", "FGF7", "GLP1R", "MAL", "HIST1H1C", "KRT8", "YAP1", "ITGA3", "P...

[ 9, 7, 3, 6, 603, 14, 76, 530, 488, 306, 46, 255, 526, 225, 45, 468, 135, 542, 136, 544, 531, 151, 408, 426, 197, 220, 221, 237, 358, 260, 328, 620, 301, 438, 557, 621, 52, 597, 618 ]

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SMCs

VUILD107MF

[ 1, 0.8875, 0.775, 0.6625, 0.55, 0.4375, 0.325, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0....

[ -1, -1, 0.21, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, 0.33, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.83, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, ...

[ 0, 0, 19, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 3, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 12, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...

VUILD107MF_aaaaabcd-1

T10

[ [ 0, 0, 1633.98681640625, 0, 0, 65.3594741821289, 0, 0, 0, 0, 0, 0, 0, 0, 130.7189483642578, 0, 65.3594741821289, 0, 0, 65.3594741821289, 0, 0, 0, 0, 0, 0, 65.3594741821289, 0, 0, 0, 0, 0,...

train

aaaaabao-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaaabao-1

[ "ACTA2", "FN1", "VIM", "CCN2", "SPARCL1", "COL1A1", "COL1A2", "ITGB1", "HLA-DRA", "CTNNB1", "SELENOS", "PDIA3", "COL3A1", "HSPA5", "ATF4", "RHOA", "SOD2", "HMGA1", "CCL2", "PDGFRB", "TGFB3", "COL15A1", "SFRP4", "SLC25A37", "SLC25A4", "CD68", "LYZ", "HYOU1", "N...

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SMCs

VUILD107MF

[ 1, 0.9, 0.8, 0.7000000000000001, 0.6, 0.5, 0.4, 0.4, 0.4, 0.30000000000000004, 0.30000000000000004, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]

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[ 0, 0, 25, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 15, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, ...

VUILD107MF_aaaaabao-1

T10

[ [ 0, 0, 408.16326904296875, 0, 0, 0, 0, 0, 0, 68.02721405029297, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 68.02721405029297, 68.02721405029297, 136.054...

train

aaaaldba-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaaldba-1

[ "SFRP2", "LUM", "VIM", "COL1A2", "PTGDS", "ACTA2", "DCN", "HLA-DRA", "FCER1G", "SMAD4", "COL1A1", "COL3A1", "FN1", "HERPUD1", "MEG3", "HSPA5", "IFIT1", "ITGB1", "JCHAIN", "SOD2", "SPARCL1", "ZEB1", "RHOA", "XBP1", "CST3", "STAT1", "CCL21", "CCN2", "SOX4", "M...

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Fibroblasts

VUILD107MF

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VUILD107MF_aaaaldba-1

T9

[ [ 0, 0, 78.125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 78.125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1953.125, 0, 0, 0, 0, 0, 0, 0, ...

train

aaaalgln-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaalgln-1

[ "CCL21", "FN1", "FABP4", "VIM", "GNG11", "PECAM1", "MRC1", "CD34", "COL3A1", "NUTF2", "UBE2J1", "PDIA3", "PDGFRB", "SFRP2", "RAMP2", "HERPUD1", "LUM", "HSPA5", "IFIT3", "JCHAIN", "SMAD4", "SELENOS", "CD44", "SCGB1A1", "CD4", "SOD2", "RHOA", "ZEB1", "OAS2", "...

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Lymphatic/DCs

VUILD107MF

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VUILD107MF_aaaalgln-1

T9

[ [ 0, 0, 1951.219482421875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 121.95121765136719, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...

train

aaaakpdg-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaakpdg-1

[ "ACTA2", "VIM", "SPARCL1", "SOD2", "ITGB1", "SFRP2", "WWTR1", "ITM2C", "CST3", "HIST1H1C", "HSPA5", "EPAS1", "HIF1A", "COL1A1", "COL15A1", "ITGAV", "SCGB1A1", "MANF", "GNG11", "CD3E", "SFTPC", "FN1", "LUM", "TOP1", "TNFRSF17", "SLC25A4", "ITGA3", "BCL2", "PDIA...

[ 9, 7, 3, 6, 14, 603, 530, 526, 306, 502, 618, 309, 147, 260, 272, 193, 258, 134, 133, 304, 488, 360, 238, 95, 506, 225, 353, 580, 575, 515, 301, 57, 427, 426, 445, 196, 292, 454 ]

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

not available

VUILD107MF

[ 1, 0.85, 0.7, 0.5499999999999999, 0.4, 0.4, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]

[ -1, -1, 0.31, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, ...

[ 0, 0, 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...

VUILD107MF_aaaakpdg-1

null

[ [ 0, 0, 2043.0107421875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 215.0537567138672, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1075.268798828125, ...

train

aaaaldbk-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaaldbk-1

[ "VIM", "ACTA2", "CCN2", "SPARCL1", "ITGB1", "ZEB1", "RHOA", "ATF4", "COL3A1", "LGR6", "SFRP2", "SELENOS", "NUCB2", "LMAN1", "NUTF2", "TGFB1", "TGFB3", "COL15A1", "COL1A1", "COL1A2", "TOP1", "HYOU1", "CD44", "PDGFRB", "YAP1", "UBE2J1", "ITGAV", "EMG1", "JCHAIN"...

[ 9, 7, 3, 6, 603, 14, 76, 530, 306, 621, 468, 46, 136, 341, 502, 494, 408, 346, 409, 556, 558, 133, 134, 135, 580, 273, 100, 425, 620, 594, 304, 191, 310, 151, 309 ]

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

SMCs

VUILD107MF

[ 1, 0.82, 0.64, 0.45999999999999996, 0.45999999999999996, 0.28, 0.28, 0.28, 0.28, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]

[ -1, -1, 0.47, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.4, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1...

[ 0, 0, 19, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 10, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, ...

VUILD107MF_aaaaldbk-1

T10

[ [ 0, 0, 1450.381591796875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 76.33587646484375, 229.00762939453125, 0, 0, 76.33587646484375, 0, 152.6717529296875, 0, 0, 0, 0, 0, 0, 229.00762939453125, 0, 0, 0, 0,...

train

aaaalbpm-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaalbpm-1

[ "VIM", "ACTA2", "FN1", "ITGB1", "CCN2", "SPARCL1", "SFRP2", "SOD2", "RHOA", "COL3A1", "BMPR2", "ATF4", "AXL", "EHMT1", "CTNNB1", "ITGA3", "WWTR1", "SPCS3", "TGFB1", "YAP1", "SNAI2", "COL1A2", "ZEB1", "SMAD4", "SOX4", "SPCS2", "SLC25A4", "CD44", "PKM", "RNASE...

[ 9, 7, 3, 6, 603, 14, 225, 306, 76, 530, 502, 526, 468, 136, 61, 46, 52, 184, 151, 301, 618, 532, 556, 620, 523, 135, 621, 519, 528, 531, 515, 100, 438, 469, 428, 193, 408, 214, 390, 353, 263, 272, 273, 310, 134, 542, 309, ...

[ [ 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

VUILD107MF

[ 1, 0.8714285714285716, 0.7428571428571429, 0.6142857142857143, 0.48571428571428577, 0.48571428571428577, 0.48571428571428577, 0.3571428571428572, 0.3571428571428572, 0.3571428571428572, 0.3571428571428572, 0.3571428571428572, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, ...

[ -1, -1, 0.11, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, 0, -1, -1, 1, -1, 0, -1, -1, -1, -1, -1, -1, 0.33, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, ...

[ 0, 0, 19, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 3, 0, 0, 1, 0, 2, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, ...

VUILD107MF_aaaalbpm-1

T10

[ [ 0, 0, 1729.3233642578125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 375.93988037109375, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 75.18797302246094, 0, 0, 0, 0, 0, 0, 75.18797302246094, 0, ...

train

aaaalcai-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaalcai-1

[ "ACTA2", "VIM", "FN1", "CCN2", "RHOA", "ATF4", "PDIA4", "SPARCL1", "HIF1A", "EPAS1", "CTNNB1", "COL1A1", "ITM2C", "SEC11C", "COL1A2", "WNT5A", "COL3A1", "HYOU1", "PDGFRB", "YAP1", "SNAI2", "ITGB1", "SFRP2", "CSPG4", "COL15A1", "ZEB1", "PDIA3", "NFKB1", "FKBP11...

[ 9, 7, 3, 6, 14, 603, 225, 76, 468, 46, 427, 530, 258, 193, 151, 134, 309, 490, 135, 614, 136, 273, 425, 620, 523, 306, 502, 146, 133, 621, 426, 400, 224, 238, 255, 260, 261, 263, 301, 437, 409, 310, 556, 619, 590, 618, 72, ...

[ [ 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, 0, 0 ...

SMCs

VUILD107MF

[ 1, 0.8875, 0.775, 0.6625, 0.55, 0.55, 0.4375, 0.4375, 0.4375, 0.325, 0.325, 0.325, 0.325, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000...

[ -1, -1, 0.26, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.6, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, 0.33, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -...

[ 0, 0, 23, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 5, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 6, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...

VUILD107MF_aaaalcai-1

T10

[ [ 0, 0, 1986.30126953125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 68.49314880371094, 68.49314880371094, 0, 0, 0, 0, 0, 0, 136.98629760742188, 0, 0, 0, 0, 0, 0, 0, 0, 0...

train

aaaabmlp-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaabmlp-1

[ "ACTA2", "VIM", "SPARCL1", "FN1", "ITGB1", "CCN2", "HIST1H1C", "HIF1A", "CTNNB1", "SMAD4", "SLC25A4", "YAP1", "PDGFRB", "TGFB3", "BMPR2", "XBP1", "EPAS1", "JCHAIN", "COL1A1", "COL1A2", "RHOA", "PDIA3", "HMGA1", "HLA-DRA", "NUTF2", "STAT6", "STAT1", "ITM2C", "F...

[ 9, 7, 3, 6, 14, 603, 530, 225, 306, 76, 260, 258, 151, 519, 515, 620, 425, 558, 61, 619, 193, 310, 134, 135, 468, 426, 264, 263, 409, 544, 542, 309, 211, 531, 133, 100, 146, 247, 502, 532, 514, 428, 272, 276, 304, 52, 597, ...

[ [ 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 ...

SMCs

VUILD107MF

[ 1, 0.8875, 0.775, 0.6625, 0.55, 0.4375, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.2...

[ -1, -1, 0.1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, 0, -1, -1, -1, -1, -1, -1, 0.5, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, ...

[ 0, 0, 29, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, ...

VUILD107MF_aaaabmlp-1

T10

[ [ 0, 0, 1258.7412109375, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 209.7902069091797, 0, 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

aaaabmnp-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaabmnp-1

[ "ACTA2", "VIM", "SPARCL1", "FN1", "HLA-DRA", "ITGB1", "SFRP2", "CST3", "EPAS1", "YAP1", "ATF4", "RHOA", "SPCS2", "MS4A7", "IFIT2", "IFIT3", "ITGAV", "SOD2", "WWTR1", "HERPUD1", "LYZ", "PTPRC", "CTNNB1", "FCER1G", "PKM", "ITM2C", "FCGR3A", "HAVCR2", "EGFR", "...

[ 9, 7, 3, 6, 14, 603, 530, 225, 263, 306, 502, 147, 193, 620, 46, 468, 531, 383, 279, 280, 304, 526, 618, 254, 357, 456, 151, 211, 438, 309, 214, 253, 182, 250, 425, 97, 519, 169, 507, 503, 428, 494, 409, 469, 400, 431, 411, ...

[ [ 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, 0, 0,...

Macrophages

VUILD107MF

[ 1, 0.8875, 0.775, 0.6625, 0.55, 0.4375, 0.4375, 0.4375, 0.325, 0.325, 0.325, 0.325, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0...

[ -1, -1, 0.06, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, ...

[ 0, 0, 18, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, ...

VUILD107MF_aaaabmnp-1

T5

[ [ 0, 0, 1760, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 80, 240, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 80, 0, 0, 0, 0, 0, 0, 0, 0, 0, 80, 80, 0, 0, 0, 0, 0, ...

train

aaaabmnf-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaabmnf-1

[ "ACTA2", "VIM", "SPARCL1", "ITGB1", "FN1", "EPAS1", "COL1A1", "COL3A1", "ATF4", "HLA-DRA", "LUM", "TGFB3", "ITM2C", "PDIA3", "SNAI2", "POSTN", "CCL5", "CCN2", "HAVCR2", "FAS", "COL1A2", "HSPA5", "STAT1", "CPA3", "MANF", "HES1", "SPCS3", "HIST1H1C", "CST3", "...

[ 9, 7, 3, 6, 14, 603, 530, 306, 225, 193, 134, 136, 46, 263, 353, 558, 309, 426, 523, 446, 75, 76, 253, 206, 135, 272, 542, 142, 360, 255, 532, 260, 147, 544, 133, 169, 45, 328, 596, 110, 590, 151, 310, 258, 469, 106, 61, 5...

[ [ 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, 0, 0, 0 ...

SMCs

VUILD107MF

[ 1, 0.8714285714285716, 0.7428571428571429, 0.6142857142857143, 0.48571428571428577, 0.3571428571428572, 0.3571428571428572, 0.3571428571428572, 0.3571428571428572, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.1, 0.1, 0.1, 0.1...

[ -1, -1, 0.09, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -...

[ 0, 0, 22, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 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, 1, 0, 1, ...

VUILD107MF_aaaabmnf-1

T10

[ [ 0, 0, 2551.0205078125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 102.04081726074219, 0, 0, 0, 0, 0, 0, 0, 102.04081726074219, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...

train

aaaabmng-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaabmng-1

[ "ACTA2", "VIM", "SPARCL1", "CTNNB1", "EPAS1", "ITM2C", "FN1", "YAP1", "HIST1H1C", "COL1A2", "SNAI2", "SLC25A4", "COL1A1", "CST3", "ITGB1", "EGFR", "SSR3", "NFKB1", "CSPG4", "RHOA", "HERPUD1", "HLA-DQA1", "IFIT1", "ITGA3", "SOD2", "ITGAV", "ZEB1", "PTGDS", "UQC...

[ 9, 7, 3, 6, 14, 603, 530, 151, 193, 309, 225, 620, 260, 135, 523, 515, 134, 147, 306, 182, 541, 400, 146, 468, 254, 261, 278, 301, 526, 304, 621, 454, 600, 602, 57, 46, 590 ]

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

Fibroblasts

VUILD107MF

[ 1, 0.8714285714285716, 0.7428571428571429, 0.6142857142857143, 0.48571428571428577, 0.48571428571428577, 0.48571428571428577, 0.3571428571428572, 0.3571428571428572, 0.3571428571428572, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, ...

[ -1, -1, 0.08, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, ...

[ 0, 0, 25, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 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, 0, 0, 0, 0, 0, 0, ...

VUILD107MF_aaaabmng-1

T10

[ [ 0, 0, 1617.6470947265625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 73.52941131591797, 220.58822631835938, 0, 0, 0, 0, 220.58822631835938, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...

train

aaaaabbd-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaaabbd-1

[ "VIM", "ACTA2", "SPARCL1", "CTNNB1", "ITGB1", "PDGFRB", "AXL", "ATF4", "FN1", "SOD2", "COL1A1", "ITGAV", "PRDX4", "STAT1", "EPAS1", "STAT6", "HIF1A", "YAP1", "LYZ", "SPCS3", "ITM2C", "IRF1", "SNAI2", "SMAD4", "SFRP2", "SCGB1A1", "COL15A1", "NFKB1", "HLA-DRA", ...

[ 9, 7, 3, 6, 603, 14, 530, 151, 306, 425, 52, 46, 225, 526, 134, 304, 450, 542, 193, 544, 258, 620, 357, 532, 309, 296, 523, 519, 502, 488, 133, 400, 263, 260, 428, 426, 254, 353, 409, 408, 272, 135, 454, 45, 597 ]

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

SMCs

VUILD107MF

[ 1, 0.8875, 0.775, 0.6625, 0.55, 0.4375, 0.325, 0.325, 0.325, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.1, ...

[ -1, -1, 0.23, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, 0, -1, -1, -1, -1, 0.67, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1...

[ 0, 0, 22, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 3, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...

VUILD107MF_aaaaabbd-1

T10

[ [ 0, 0, 2289.156494140625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 160.64256286621094, 0, 0, 0, 0, 40.160640716552734, 0, 0, 0, 0, 40.160640716552734, 0, 0, 0, 0, 0, 0, 0, 0, 40.160640716...

train

aaaaabal-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaaabal-1

[ "ACTA2", "VIM", "FN1", "SPARCL1", "ITGB1", "PDGFRB", "CCN2", "RHOA", "COL1A1", "ATF4", "PDIA4", "COL3A1", "CSPG4", "DCN", "SPCS3", "JCHAIN", "LTB", "COL1A2", "PRDX4", "SCGB1A1", "SMAD4", "SOD2", "HIF1A", "EPAS1", "HLA-DRA", "HMGA1", "CTNNB1", "ZEB1", "XBP1", ...

[ 9, 7, 3, 6, 14, 603, 225, 530, 306, 425, 76, 468, 134, 46, 427, 136, 146, 169, 532, 310, 350, 135, 450, 488, 519, 526, 258, 193, 263, 264, 151, 621, 619, 618, 304, 596, 494, 197, 594, 105, 515, 506, 490, 383, 133, 231, 394, ...

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

SMCs

VUILD107MF

[ 1, 0.9, 0.8, 0.7000000000000001, 0.7000000000000001, 0.6, 0.5, 0.5, 0.4, 0.4, 0.4, 0.4, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.1, 0.1, 0....

[ -1, -1, 0.18, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.5, -1, -1, -1, -1, 0, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, 0.6, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1,...

[ 0, 0, 57, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 5, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, ...

VUILD107MF_aaaaabal-1

T10

[ [ 0, 0, 941.1764526367188, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 235.2941131591797, 0, 0, 117.64705657958984, 0, 117.64705657958984, 0, 0, 0, 0, 117.64705657958984, 0, 0, 0, 0, 0, 0, 0, 0, ...

train

aaaaldbd-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaaldbd-1

[ "ACTA2", "SFRP2", "PTGDS", "CCN2", "SPARCL1", "SOD2", "VIM", "HERPUD1", "ITM2C", "CD44", "COL1A1", "ATF4", "FCER1G", "HIF1A", "LUM", "FN1", "FGF7", "SPCS3", "JCHAIN", "SOX4", "ITGA3", "ISG20", "SLC25A4", "LGR6", "COL3A1", "CST3", "CTNNB1", "ITGB1", "DCN", "P...

[ 9, 7, 3, 6, 14, 502, 454, 76, 530, 526, 603, 254, 309, 100, 134, 46, 211, 258, 353, 225, 221, 532, 310, 528, 301, 300, 515, 341, 136, 147, 151, 306, 169, 438, 260, 405, 263, 558, 294, 619, 52, 59, 596, 50 ]

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

not available

VUILD107MF

[ 1, 1, 0.85, 0.85, 0.7, 0.7, 0.5499999999999999, 0.4, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]

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

[ 0, 0, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 1, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 6, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0...

VUILD107MF_aaaaldbd-1

null

[ [ 0, 0, 1287.1287841796875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 297.02972412109375, 0, 0, 0, 0, 0, 0, 0, 0, 297.02972412109375, 0, 0, 99.00990295410156, 0, 0, 0, 0, 0, 0, 0, 0, ...

train

aaaablim-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaablim-1

[ "VIM", "ACTA2", "SPARCL1", "YAP1", "ATF4", "CD44", "CTNNB1", "FN1", "BCL2L1", "SOD2", "WWTR1", "RHOA", "STAT6", "COL1A2", "COL1A1", "ITGB1", "SCGB3A2", "CD34", "SPCS2", "SMAD4", "ITGAV", "COL3A1", "NUTF2", "PDGFRB", "PDIA3", "EPAS1", "PTGDS", "PDIA4", "COL15A1...

[ 9, 7, 3, 6, 603, 14, 530, 620, 46, 100, 151, 225, 58, 526, 618, 468, 544, 135, 134, 306, 489, 92, 531, 519, 304, 136, 409, 425, 426, 193, 454, 427, 133, 258, 178, 312, 328, 61 ]

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

SMCs

VUILD107MF

[ 1, 0.85, 0.7, 0.5499999999999999, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]

[ -1, -1, 0.31, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.33, -1, -1, -1, -1, -1, -1, -1, -1, 0.33, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, ...

[ 0, 0, 13, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 3, 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, 1, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, ...

VUILD107MF_aaaablim-1

T10

[ [ 0, 0, 2511.848388671875, 0, 0, 0, 0, 0, 0, 47.39336395263672, 0, 0, 0, 0, 284.36016845703125, 47.39336395263672, 0, 0, 0, 47.39336395263672, 0, 0, 47.39336395263672, 0, 0, 0, 94.78672790527344, 0, 0...

train

aaaabmog-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaabmog-1

[ "ACTA2", "VIM", "FN1", "SPARCL1", "ITGB1", "YAP1", "ATF4", "EPAS1", "SOD2", "PKM", "RHOA", "CST3", "COL1A2", "TBXA2R", "CTNNB1", "SNAI2", "WWTR1", "ITM2C", "CCN2", "BMPR2", "HIST1H1C", "SELENOS", "MANF", "HMGA1", "HLA-DRA", "NUTF2", "HERPUD1", "CSPG4", "ELN", ...

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[ [ 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,...

SMCs

VUILD107MF

[ 1, 0.9, 0.8, 0.7000000000000001, 0.6, 0.6, 0.6, 0.5, 0.5, 0.4, 0.4, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0...

[ -1, -1, 0.15, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, 0, 0, -1, -1, -1, 0, -1, -1, 1, -1, -1, -1, 0.5, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -...

[ 0, 0, 53, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 6, 1, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, ...

VUILD107MF_aaaabmog-1

T10

[ [ 0, 0, 1960.7843017578125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 490.1960754394531, 0, 0, 0, 0, 98.03921508789062, 0, 0, 0, 0, 0, 0, 98.03921508789062, 0, 0, 0, 0, 0, 0, 0, 0, ...

train

aaaabfid-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaabfid-1

[ "ACTA2", "VIM", "SPARCL1", "ATF4", "ITGB1", "EPAS1", "CTNNB1", "HIF1A", "SOD2", "PDGFRB", "UGDH", "MANF", "SOX4", "ITM2C", "SNAI2", "CD52", "SFRP2", "COL15A1", "CSPG4", "CST3", "FN1", "ITGA3", "PRDX4", "POSTN", "EHMT1", "PDIA3", "YAP1", "KRT8", "HIST1H1C", "...

[ 9, 7, 3, 6, 14, 603, 530, 46, 306, 193, 151, 258, 526, 425, 597, 360, 528, 309, 523, 101, 502, 133, 146, 147, 225, 301, 450, 446, 184, 426, 620, 328, 260, 254, 454, 531, 621, 618, 52, 61 ]

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

SMCs

VUILD107MF

[ 1, 0.8714285714285716, 0.7428571428571429, 0.6142857142857143, 0.48571428571428577, 0.48571428571428577, 0.3571428571428572, 0.3571428571428572, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, ...

[ -1, -1, 0.25, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.4, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1,...

[ 0, 0, 20, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 5, 0, 0, 0, 0, 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, 1, 0, 0, 0, 0, 0, 0, ...

VUILD107MF_aaaabfid-1

T10

[ [ 0, 0, 2125.340576171875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 81.7438735961914, 81.7438735961914, 0, 0, 0, 0, 0, 0, 27.247957229614258, 0, 0, 0, 0, 81.7438735961914, 0, 0, 0, 0, 0, 0, 0...

train

aaaaabam-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaaabam-1

[ "VIM", "ACTA2", "SPARCL1", "CCN2", "ITGB1", "FN1", "YAP1", "RHOA", "COL1A2", "CTNNB1", "SOD2", "NUTF2", "ZEB1", "TGFB3", "COL3A1", "BMPR2", "ATF4", "ITM2C", "ATF3", "HIST1H1C", "ICAM1", "HES1", "EPAS1", "ITGAV", "CSPG4", "LGR6", "LMAN1", "HIF1A", "COL1A1", "...

[ 9, 7, 3, 6, 603, 14, 530, 76, 306, 225, 620, 468, 135, 151, 526, 409, 621, 558, 136, 61, 46, 309, 45, 260, 275, 255, 193, 304, 146, 341, 346, 258, 134, 408, 411, 542, 515, 618, 597, 584, 182, 551, 197, 206, 231, 254, 523, ...

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

SMCs

VUILD107MF

[ 1, 0.9249999999999999, 0.85, 0.7749999999999999, 0.7, 0.625, 0.5499999999999999, 0.475, 0.4, 0.4, 0.4, 0.32499999999999996, 0.32499999999999996, 0.32499999999999996, 0.32499999999999996, 0.25, 0.25, 0.25, 0.25, 0.175, 0.175, 0.175, 0.175, 0.175, 0.175, 0.175, 0.17...

[ -1, -1, 0.17, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.33, 0, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.43, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -...

[ 0, 0, 78, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 3, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 21, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, ...

VUILD107MF_aaaaabam-1

T10

[ [ 0, 0, 344.82757568359375, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 114.9425277709961, 0, 0, 0, 0, 114.9425277709961, 0, 0, 0, 0, 0, 0, 114.9425277709961, 0, 0, 0, 0, 0, 0, 114.9425277709...

train

aaaakpch-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaakpch-1

[ "VIM", "CCN2", "SPARCL1", "FN1", "HLA-DRA", "STAT1", "RHOA", "ACTA2", "CST3", "SLC25A4", "PTGDS", "EPAS1", "HLA-DQB1", "COL1A2", "SPCS2", "LYZ", "PDIA6", "MYC", "ZEB1", "CSPG4", "FCER1G", "TGFB3", "RNASE1", "ITGB1", "PRDX4", "DCN", "ERLEC1", "PDIA4", "PKM", ...

[ 9, 7, 3, 6, 603, 76, 530, 225, 263, 542, 468, 14, 147, 515, 454, 193, 262, 135, 531, 357, 428, 389, 621, 146, 211, 558, 469, 306, 450, 169, 197, 427, 438, 178, 134, 72, 431, 52, 619, 618, 620, 272, 279, 61, 46 ]

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Macrophages

VUILD107MF

[ 1, 0.8714285714285716, 0.8714285714285716, 0.7428571428571429, 0.6142857142857143, 0.48571428571428577, 0.48571428571428577, 0.3571428571428572, 0.3571428571428572, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.1, 0.1, 0.1, 0....

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[ 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 7, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0...

VUILD107MF_aaaakpch-1

T4

[ [ 0, 0, 1919.19189453125, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 101.01010131835938, 101.01010131835938, 0, 101.01010131835938, 0, 0, 202.02020263671875, 0, 0, 0, 0, 0, 0, 101.01010131835938, 0, 0, 0, ...

train

aaaalcep-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaalcep-1

[ "ACTA2", "VIM", "SPARCL1", "COL3A1", "RHOA", "YAP1", "COL1A2", "ITGB1", "SFRP2", "PDIA4", "AXL", "PTGDS", "LUM", "CSPG4", "ZEB1", "CST3", "SNAI2", "CD68", "COL1A1", "COL15A1", "EPAS1", "CD1A", "NUTF2", "FN1", "MANF", "MAL", "HLA-DRA", "IFIT1", "ITGA3", "ITGA...

[ 9, 7, 3, 6, 14, 603, 530, 136, 468, 620, 135, 306, 502, 427, 52, 454, 353, 146, 621, 147, 523, 102, 134, 133, 193, 83, 409, 225, 360, 358, 263, 278, 301, 305, 151, 544, 469, 580, 61, 46, 590, 69, 48, 45 ]

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SMCs

VUILD107MF

[ 1, 0.8714285714285716, 0.7428571428571429, 0.6142857142857143, 0.48571428571428577, 0.48571428571428577, 0.48571428571428577, 0.3571428571428572, 0.3571428571428572, 0.3571428571428572, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0....

[ -1, -1, 0.21, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, 1, -1, 1, -1, -1, 0, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1,...

[ 0, 0, 19, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 1, 0, 0, 2, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, ...

VUILD107MF_aaaalcep-1

T10

[ [ 0, 0, 2291.66650390625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 104.16666412353516, 0, 0, 0, 0, 208.3333282470703, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...

train

aaaalcfe-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaalcfe-1

[ "ACTA2", "SPARCL1", "VIM", "FN1", "EPAS1", "YAP1", "RHOA", "CTNNB1", "AXL", "TGFB1", "NUTF2", "JCHAIN", "SOD2", "HERPUD1", "STAT6", "SMAD4", "ZEB1", "COL3A1", "COL1A1", "COL1A2", "CSPG4", "PDGFRB", "PDIA3", "PRDX4", "DCN", "FGF2", "HIST1H1C", "PKM", "WWTR1", ...

[ 9, 7, 3, 6, 14, 530, 603, 225, 193, 620, 468, 151, 52, 556, 409, 310, 526, 254, 544, 519, 621, 136, 134, 135, 146, 425, 426, 450, 169, 220, 260, 438, 618, 301, 46 ]

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

SMCs

VUILD107MF

[ 1, 0.8714285714285716, 0.7428571428571429, 0.6142857142857143, 0.48571428571428577, 0.3571428571428572, 0.3571428571428572, 0.3571428571428572, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, ...

[ -1, -1, 0.05, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, 0.5, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1...

[ 0, 0, 22, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...

VUILD107MF_aaaalcfe-1

T10

[ [ 0, 0, 1308.4112548828125, 0, 0, 0, 0, 0, 0, 93.45794677734375, 0, 0, 0, 0, 186.9158935546875, 0, 0, 0, 0, 93.45794677734375, 0, 0, 0, 0, 0, 0, 0, 93.45794677734375, 0, 0, 0, 0, 0, ...

train

aaaabmkp-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaabmkp-1

[ "VIM", "SPARCL1", "ACTA2", "FN1", "HIST1H1C", "STAT6", "SOD2", "KRT18", "ATF4", "WWTR1", "PDIA3", "EPAS1", "CTNNB1", "CCN2", "PDIA6", "LUM", "PDGFRB", "GSR", "CD79A", "MS4A7", "SFRP2", "SCGB1A1", "TGFB3", "COL1A2", "ITGAV", "COL3A1", "NUCB2", "PCNA", "HSPA5", ...

[ 9, 7, 3, 6, 603, 530, 14, 225, 260, 544, 526, 324, 46, 618, 426, 193, 151, 76, 428, 353, 425, 247, 105, 383, 502, 488, 558, 135, 304, 136, 408, 420, 272, 306, 620, 619, 597, 63, 52, 276, 31 ]

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SMCs

VUILD107MF

[ 1, 0.82, 0.64, 0.45999999999999996, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]

[ -1, -1, 0.29, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, 0.5, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, ...

[ 0, 0, 14, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 2, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 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, 1, 0, 0, 0, ...

VUILD107MF_aaaabmkp-1

T10

[ [ 0, 0, 1318.6812744140625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 109.89010620117188, 109.89010620117188, 0, 0, 0, 0, 109.89010620117188, 0, 0, 0, 109.89010620117188, 0, 0, 109.89010620117188, 0, 0, 0, ...

train

aaaakpdb-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaakpdb-1

[ "VIM", "ACTA2", "SPARCL1", "CCN2", "FN1", "COL1A1", "EPAS1", "ITGB1", "COL1A2", "ITGAV", "RHOA", "COL3A1", "SPRY2", "SPCS2", "SOD2", "SNAI2", "SMAD4", "COL15A1", "ITGA3", "HIST1H1C", "DCTPP1", "TBXA2R", "PDIA6", "YAP1", "HSPA5", "PDIA3", "PDGFRB", "HIF1A", "PE...

[ 9, 7, 3, 6, 603, 14, 530, 76, 225, 134, 193, 306, 135, 304, 468, 136, 537, 531, 526, 523, 519, 133, 301, 260, 170, 551, 428, 620, 272, 426, 425, 258, 431, 621, 45, 46, 58, 618, 61, 52 ]

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

SMCs

VUILD107MF

[ 1, 0.85, 0.7, 0.5499999999999999, 0.5499999999999999, 0.4, 0.4, 0.4, 0.25, 0.25, 0.25, 0.25, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]

[ -1, -1, 0.58, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, 0, -1, -1, -1, -1, 0, -1, -1, -1, 0, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.4, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, ...

[ 0, 0, 12, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 5, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...

VUILD107MF_aaaakpdb-1

T10

[ [ 0, 0, 40.98360824584961, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 327.8688659667969, 40.98360824584961, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 122.95082092285156, 1106.55...

train

aaaalcbf-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaalcbf-1

[ "CCL21", "VIM", "GNG11", "JCHAIN", "ATF4", "UBE2J1", "PTGDS", "CCL5", "COL1A2", "CD8A", "FN1", "COL1A1", "PDIA3", "PECAM1", "PTPRC", "RHOA", "STAT1", "TRAC", "CD69", "IL7R", "IFIT3", "DCN", "FABP4", "KDR", "LUM", "COL3A1", "CCL2", "ZEB1", "SPCS3", "TGFB1", ...

[ 9, 7, 3, 6, 73, 603, 238, 310, 46, 594, 454, 75, 135, 110, 225, 134, 426, 431, 456, 468, 542, 585, 103, 294, 280, 169, 202, 312, 353, 136, 72, 621, 532, 556, 111, 149, 163, 100, 278, 95, 410, 92, 90, 184, 85, 490, 263, 448...

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

T-cells

VUILD107MF

[ 1, 0.9, 0.8, 0.8, 0.7000000000000001, 0.6, 0.6, 0.6, 0.5, 0.5, 0.5, 0.5, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000...

[ -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.12, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, 0.07, -1, 0.5, 0, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, 0.5, 0, -1, 0.5,...

[ 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 27, 0, 6, 2, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 2, 2, 0, 2, 1, 0, 2, 0, 0, 3, 0, 0, 0, 5, ...

VUILD107MF_aaaalcbf-1

T9

[ [ 0, 0, 2470.588134765625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 352.941162109375, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 117.64705657958984, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 588...

train

aaaalcfc-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaalcfc-1

[ "ACTA2", "VIM", "SPARCL1", "CCN2", "PDIA4", "ATF4", "FN1", "COL3A1", "YAP1", "SPCS2", "COL1A2", "DCN", "RHOA", "CD44", "CTLA4", "STAT1", "PTGDS", "COL1A1", "PLPP5", "PTPRC", "EHMT1", "ELN", "STAT6", "MYDGF", "MAL", "HES1", "LUM", "LMAN1", "HYOU1", "LGALS1", ...

[ 9, 7, 3, 6, 14, 603, 530, 76, 427, 46, 225, 136, 620, 531, 135, 169, 468, 100, 150, 542, 454, 134, 444, 456, 184, 190, 544, 390, 358, 255, 353, 346, 273, 336, 310, 309, 182, 428, 306, 619, 61 ]

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

SMCs

VUILD107MF

[ 1, 0.85, 0.7, 0.5499999999999999, 0.4, 0.4, 0.4, 0.25, 0.25, 0.25, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1 ]

[ -1, -1, 0.33, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.33, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.6, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, ...

[ 0, 0, 21, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 5, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, ...

VUILD107MF_aaaalcfc-1

T10

[ [ 0, 0, 531.9149169921875, 0, 0, 159.574462890625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 53.191490173339844, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 212...

train

aaaalcel-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaalcel-1

[ "HLA-DRA", "ACTA2", "LUM", "MS4A7", "VIM", "PTGDS", "COL1A2", "RNASE1", "COL3A1", "FGF7", "SFRP2", "SPARCL1", "CCN2", "CST3", "STAT1", "HERPUD1", "IFIT1", "DCN", "IFIT3", "RHOA", "EHMT1", "AIF1", "COL1A1", "IFIT2", "HIF1A", "ITGB1", "HLA-DQB1", "XBP1", "CXCL14...

[ 9, 7, 3, 6, 263, 14, 353, 383, 603, 454, 135, 469, 136, 221, 502, 530, 76, 147, 542, 254, 278, 169, 280, 468, 184, 23, 134, 279, 258, 306, 262, 619, 158, 90, 602, 531, 261, 526, 92, 366, 117, 379, 456, 205, 193, 490, 425, ...

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

Macrophages

VUILD107MF

[ 1, 0.9, 0.9, 0.9, 0.9, 0.8, 0.7000000000000001, 0.7000000000000001, 0.6, 0.6, 0.5, 0.5, 0.4, 0.4, 0.4, 0.4, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.2, 0.2, 0...

[ -1, -1, 0, -1, -1, 0.67, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, 1, 0, -1, -1, -1...

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VUILD107MF_aaaalcel-1

T5

[ [ 0, 0, 89.28571319580078, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 89.28571319580078, 0, 0, 0, 0, 89.28571319580078, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 89.28571319580078, 178.57142639160...

train

aaaadopf-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaadopf-1

[ "DCN", "VIM", "PTGDS", "COL1A2", "FN1", "XBP1", "JCHAIN", "SPCS3", "PRDX4", "HYOU1", "STAT1", "SPARCL1", "HERPUD1", "SEC11C", "GZMA", "CCL2", "COL1A1", "NUCB2", "CD44", "LUM", "SOD2", "ITGAV", "UBE2J1", "RHOA", "NOX4", "HIF1A", "ATF4", "SOX4", "CST3", "CD3G"...

[ 9, 7, 3, 6, 169, 603, 454, 135, 225, 619, 310, 532, 450, 273, 542, 530, 254, 490, 248, 72, 134, 408, 100, 353, 526, 304, 594, 468, 405, 258, 46, 528, 147, 96, 221, 369, 224, 250, 515, 136, 306, 242, 133, 309, 409, 431, 264, ...

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

T-cells

VUILD107MF

[ 1, 0.8714285714285716, 0.7428571428571429, 0.7428571428571429, 0.6142857142857143, 0.48571428571428577, 0.48571428571428577, 0.48571428571428577, 0.3571428571428572, 0.3571428571428572, 0.3571428571428572, 0.3571428571428572, 0.3571428571428572, 0.2285714285714286, 0.2285714285714286, ...

[ -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, 0.5, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1...

[ 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0...

VUILD107MF_aaaadopf-1

T9

[ [ 0, 0, 0, 0, 0, 0, 0, 64.93506622314453, 64.93506622314453, 129.87013244628906, 0, 0, 0, 0, 324.6753234863281, 0, 0, 0, 64.93506622314453, 0, 0, 0, 0, 64.93506622314453, 64.93506622314453, 0, 0, 0, 0...

train

aaaadopl-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaadopl-1

[ "XBP1", "VIM", "LUM", "FN1", "ATF4", "COL1A2", "UBE2J1", "HERPUD1", "ITM2C", "SPCS2", "PTGDS", "JCHAIN", "CCN2", "COL1A1", "SEC11C", "SPARCL1", "DCN", "PDIA4", "SPCS3", "ANKRD28", "PECAM1", "ITGB1", "PIM2", "EHMT1", "SELENOS", "PRDX4", "HYOU1", "CD4", "SOD2", ...

[ 9, 7, 3, 6, 619, 603, 353, 225, 46, 135, 594, 254, 309, 531, 454, 310, 76, 134, 490, 530, 169, 427, 532, 31, 431, 306, 437, 184, 494, 450, 273, 97, 526, 105, 517, 325, 336, 261, 144, 410, 426, 369, 456, 224, 448, 178, 444, ...

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

Plasma

VUILD107MF

[ 1, 0.8875, 0.775, 0.6625, 0.55, 0.55, 0.55, 0.4375, 0.4375, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000...

[ -1, -1, -1, -1, -1, -1, -1, 1, 0, 1, -1, -1, -1, -1, 0.4, -1, -1, -1, 1, -1, -1, -1, -1, 0, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.67, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1...

[ 0, 0, 0, 0, 0, 0, 0, 1, 1, 2, 0, 0, 0, 0, 5, 0, 0, 0, 1, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0...

VUILD107MF_aaaadopl-1

T1

[ [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 78.74015808105469, 0, 0, 0, 0, 0, 78.74015808105469, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 78.74015808105469, ...

train

aaaadopj-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaadopj-1

[ "FN1", "COL1A2", "SFRP2", "LUM", "VIM", "DCN", "PTGDS", "JCHAIN", "ITGB1", "SPARCL1", "CD79A", "COL1A1", "PRDX4", "CD27", "CD44", "FKBP11", "COL3A1", "SPCS3", "FAS", "UBE2J1", "YAP1", "HERPUD1", "HIF1A", "GSR", "HSPA5", "CD34", "SOD2", "KRT8", "LAMP3", "SLC2...

[ 9, 7, 3, 6, 225, 135, 502, 353, 603, 169, 454, 310, 306, 530, 105, 134, 450, 88, 100, 224, 136, 532, 206, 594, 620, 254, 258, 247, 272, 92, 526, 328, 332, 515, 513, 114, 273, 490, 263, 151, 260, 360, 437, 428, 424, 366, 410,...

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

Plasma

VUILD107MF

[ 1, 0.8714285714285716, 0.7428571428571429, 0.7428571428571429, 0.7428571428571429, 0.7428571428571429, 0.7428571428571429, 0.6142857142857143, 0.48571428571428577, 0.48571428571428577, 0.3571428571428572, 0.3571428571428572, 0.3571428571428572, 0.2285714285714286, 0.2285714285714286, 0...

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

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 1, 0, 0, 0, 0, 2, 0, 0, 0, 3, 0, 0, 0, 0...

VUILD107MF_aaaadopj-1

T1

[ [ 0, 0, 243.90243530273438, 0, 0, 0, 0, 69.68640899658203, 0, 0, 0, 0, 0, 0, 34.843204498291016, 0, 0, 0, 0, 34.843204498291016, 0, 0, 34.843204498291016, 34.843204498291016, 0, 34.843204498291016, 34.8432044...

train

aaaaablj-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaaablj-1

[ "VIM", "COL1A2", "LUM", "SFRP2", "PTGDS", "COL1A1", "SPARCL1", "FN1", "COL3A1", "ACTA2", "DCN", "CCN2", "ITGAV", "YAP1", "COL15A1", "EPAS1", "STAT1", "HIST1H1C", "RHOA", "MEG3", "FGF7", "CST3", "PDIA4", "SNAI2", "ITGB1", "HLA-DRA", "SMAD4", "AKR1C1", "JCHAIN",...

[ 9, 7, 3, 6, 603, 135, 353, 502, 454, 134, 530, 225, 136, 14, 169, 76, 304, 620, 133, 193, 542, 260, 468, 366, 221, 147, 427, 523, 306, 263, 519, 26, 310, 503, 409, 558, 472, 488, 537, 266, 531, 100, 102, 526, 515, 158, 171, ...

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

Fibroblasts

VUILD107MF

[ 1, 0.9181818181818181, 0.8363636363636363, 0.7545454545454545, 0.6727272727272727, 0.6727272727272727, 0.6727272727272727, 0.5909090909090909, 0.5909090909090909, 0.509090909090909, 0.509090909090909, 0.42727272727272725, 0.34545454545454546, 0.26363636363636367, 0.26363636363636367, 0...

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

[ 0, 0, 7, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 1, 1, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 6, 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...

VUILD107MF_aaaaablj-1

T9

[ [ 0, 0, 45.871559143066406, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 114.67889404296875, 0, 0, 0, 0, 22.935779571533203, 0, 0, 0, 0, 22.935779571533203, 0, 22.935779571533203, 0, 0, 0, 0, 0, 0...

train

aaaadhaa-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaadhaa-1

[ "VIM", "COL3A1", "JCHAIN", "SFRP2", "LUM", "COL1A2", "CCL21", "PTGDS", "COL1A1", "DCN", "FN1", "SPARCL1", "ITGB1", "ATF4", "SOD2", "RHOA", "KDR", "WWTR1", "UBE2J1", "CD44", "SFRP4", "SCGB1A1", "CLDN5", "MEG3", "DNAJB9", "HLA-DRA", "XBP1", "EPAS1", "CD79A", "...

[ 9, 7, 3, 6, 603, 136, 310, 502, 353, 135, 73, 454, 134, 169, 225, 530, 306, 46, 526, 468, 312, 618, 594, 100, 503, 488, 126, 366, 178, 263, 619, 193, 105, 426, 238, 532, 14, 542, 424, 427, 147, 252, 558, 428, 431, 272, 523, ...

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

Fibroblasts

VUILD107MF

[ 1, 0.94375, 0.8875, 0.83125, 0.775, 0.71875, 0.6625, 0.60625, 0.55, 0.55, 0.49375, 0.4375, 0.38125, 0.325, 0.325, 0.325, 0.325, 0.26875000000000004, 0.26875000000000004, 0.26875000000000004, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000...

[ -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.2, -1, -1, -1, -1, 0, -1, -1, -1, -1, 0, -1, 0, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, 0.5, -1, -1, -1, -1, -1, -1, -1, 0, -1, 1, -1, -1, 0, -1, -1, -1, ...

[ 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 5, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 25, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 1, 0, 0, 0, 0, 4, 0, 0, 0, 3, 0, 0, 0, ...

VUILD107MF_aaaadhaa-1

T9

[ [ 0, 0, 0, 0, 0, 0, 0, 47.84688949584961, 95.69377899169922, 0, 0, 0, 0, 95.69377899169922, 47.84688949584961, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 287.0813...

train

aaaablin-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaablin-1

[ "VIM", "PTGDS", "DCN", "LUM", "SFRP2", "COL3A1", "CCL21", "TGFB3", "LYZ", "HLA-DRA", "COL1A2", "EPAS1", "FAP", "SOD2", "FGF7", "RSPO3", "HERPUD1", "JCHAIN", "SPARCL1", "ATF3", "CTNNB1", "AKR1C2", "CXCL14", "PKM", "PTPRC", "HLA-DQA1", "HSPA5", "SFRP4", "PECAM1"...

[ 9, 7, 3, 6, 603, 454, 169, 353, 502, 136, 73, 558, 357, 263, 135, 193, 205, 526, 221, 472, 254, 310, 530, 45, 151, 27, 158, 438, 456, 261, 272, 503, 431, 134, 468, 133, 147, 450, 494, 425, 427, 312, 306, 296, 620, 278, 366, ...

[ [ 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,...

not available

VUILD107MF

[ 1, 0.9099999999999999, 0.82, 0.73, 0.64, 0.5499999999999999, 0.45999999999999996, 0.45999999999999996, 0.37, 0.37, 0.37, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.1, 0.1, 0.1, 0.1, 0.1, 0....

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

[ 0, 0, 0, 0, 0, 0, 0, 1, 2, 0, 0, 0, 0, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 6, 0, 0, 1, 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...

VUILD107MF_aaaablin-1

null

[ [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 239.52096557617188, 0, 29.940120697021484, 29.940120697021484, 0, 0, 59.88024139404297, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 89.82035827636719, ...

train

aaaadhab-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaadhab-1

[ "HERPUD1", "VIM", "XBP1", "JCHAIN", "ITM2C", "SEC11C", "STAT1", "PDIA4", "HYOU1", "SPCS2", "HSPA5", "ATF4", "DNAJB9", "UBE2J1", "PRDX4", "FKBP11", "PIM2", "SSR3", "SPCS3", "HLA-DRA", "LMAN1", "PDIA3", "ERLEC1", "CD79A", "COL1A2", "COL1A1", "SELENOS", "DERL3", ...

[ 9, 7, 3, 6, 254, 603, 619, 310, 309, 490, 542, 427, 273, 531, 272, 46, 178, 594, 450, 224, 437, 541, 532, 263, 346, 426, 197, 105, 135, 134, 494, 173, 353, 71, 136, 468, 408, 502, 444, 438, 260, 100, 151, 214, 54, 556, 575, ...

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

Plasma

VUILD107MF

[ 1, 0.9400000000000001, 0.88, 0.8200000000000001, 0.76, 0.76, 0.7000000000000001, 0.7000000000000001, 0.64, 0.64, 0.5800000000000001, 0.52, 0.52, 0.4600000000000001, 0.4, 0.4, 0.4, 0.4, 0.34, 0.34, 0.34, 0.28, 0.28, 0.28, 0.28, 0.28, 0.22000000000000003, 0.220000...

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VUILD107MF_aaaadhab-1

T1

[ [ 0, 0, 51.28205108642578, 0, 0, 0, 0, 0, 51.28205108642578, 0, 0, 0, 0, 51.28205108642578, 51.28205108642578, 51.28205108642578, 51.28205108642578, 0, 51.28205108642578, 0, 0, 0, 0, 102.56410217285156, 0, 0, ...

train

aaaadhad-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaadhad-1

[ "JCHAIN", "CCL21", "VIM", "HLA-DRA", "FN1", "LUM", "RHOA", "HLA-DQA1", "SFRP2", "PECAM1", "RAMP2", "NFKB1", "EPAS1", "LYZ", "GNG11", "ITGB1", "PDIA3", "PKM", "MRC1", "BCL2L1", "IFIT1", "CCL18", "HIST1H1C", "SEC11C", "HIF1A", "STAT1", "COL3A1", "CST3", "FABP4",...

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Lymphatic/DCs

VUILD107MF

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VUILD107MF_aaaadhad-1

T9

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train

aaaadgnd-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaadgnd-1

[ "JCHAIN", "SFRP2", "LUM", "VIM", "COL1A1", "COL1A2", "COL3A1", "DCN", "PTGDS", "MEG3", "HLA-DRA", "RHOA", "FN1", "SPARCL1", "XBP1", "CCL2", "PDIA3", "CD44", "SOD2", "HYOU1", "HSPA5", "TGFB3", "FGF7", "CST3", "DNAJB9", "STAT1", "EPAS1", "PKM", "NFKB1", "RNASE...

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Fibroblasts

VUILD107MF

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VUILD107MF_aaaadgnd-1

T9

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train

aaaadhag-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaadhag-1

[ "JCHAIN", "VIM", "HERPUD1", "HLA-DRA", "PTGDS", "XBP1", "PDIA4", "UBE2J1", "SOD2", "PIM2", "LYZ", "STAT1", "SSR3", "HSPA5", "CD79A", "SELENOS", "PKM", "TNFRSF17", "COL3A1", "GSR", "CST3", "PLIN2", "EPAS1", "CCL2", "CCL18", "SNAI2", "LUM", "RHOA", "ITM2C", "B...

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Macrophages

VUILD107MF

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VUILD107MF_aaaadhag-1

T9

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

train

aaaadhai-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaadhai-1

[ "VIM", "JCHAIN", "COL1A2", "SFRP2", "LUM", "COL3A1", "COL1A1", "CCL21", "FN1", "MEG3", "SPARCL1", "DCN", "PTGDS", "SOD2", "NFKB1", "YAP1", "GNG11", "TTC19", "STAT1", "XBP1", "SPRY2", "CCN2", "ACTA2", "SFRP4", "CD44", "FGF2", "LMAN1", "ATF4", "COL15A1", "CTNN...

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Fibroblasts

VUILD107MF

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[ 0, 0, 2, 0, 0, 1, 0, 1, 0, 1, 0, 0, 0, 0, 2, 0, 0, 0, 1, 1, 0, 1, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 10, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 1, 2, 0, 0, 0, 0, 0, 0, 0, ...

VUILD107MF_aaaadhai-1

T9

[ [ 0, 0, 68.96551513671875, 0, 0, 0, 0, 68.96551513671875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 68.96551513671875, 0, 0, 68.96551513671875, 0, 0, 0, 0, 0, 0, 0, 275.8620...

train

aaaaablm-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaaablm-1

[ "VIM", "SPARCL1", "POSTN", "GNLY", "CD247", "CCL21", "ITGAX", "LYZ", "EPAS1", "CD3E", "FCER1G", "PECAM1", "OAS2", "KLRB1", "JCHAIN", "ITGB1", "COL3A1", "NKG7", "MYC", "NFKB1", "HES1", "CD69", "S100A8", "STAT1", "RHOA", "NUCB2", "ITGAM", "WWTR1", "HLA-DRA", "...

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NK cells

VUILD107MF

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VUILD107MF_aaaaablm-1

T2

[ [ 0, 0, 0, 0, 0, 150.37594604492188, 0, 0, 0, 0, 0, 0, 0, 0, 375.93988037109375, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 75.18797302246094, 0, 0, 1...

train

aaaaablo-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaaablo-1

[ "VIM", "SOD2", "SPARCL1", "COL3A1", "ATF4", "POSTN", "LYZ", "ITGB1", "S100A8", "KDR", "FCN1", "S100A9", "PECAM1", "RHOA", "CD34", "UBE2J1", "GNG11", "CCN2", "STAT6", "STAT1", "PTGDS", "KRT8", "AIF1", "CD4", "EPAS1", "FASLG", "MCEMP1", "CD44", "HAVCR2", "MGST...

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gCap

VUILD107MF

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VUILD107MF_aaaaablo-1

T5

[ [ 0, 0, 0, 0, 0, 44.24778747558594, 0, 88.49557495117188, 0, 0, 0, 0, 0, 0, 44.24778747558594, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 88.49557495117188, 0, 0, 0, 0, 0, 0, 0, 88.49557...

train

aaaadjad-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaadjad-1

[ "SFRP2", "VIM", "COL3A1", "JCHAIN", "LUM", "COL1A2", "COL1A1", "PTGDS", "SPARCL1", "DCN", "XBP1", "FN1", "HERPUD1", "PECAM1", "SFRP4", "ITGB1", "CD34", "HLA-DRA", "CST3", "ERLEC1", "PRDX4", "PDIA6", "PDIA3", "PDGFRB", "FAS", "ITM2C", "CTNNB1", "CCL21", "ZEB1",...

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Fibroblasts

VUILD107MF

[ 1, 0.9249999999999999, 0.85, 0.7749999999999999, 0.7749999999999999, 0.7, 0.625, 0.5499999999999999, 0.475, 0.4, 0.4, 0.4, 0.32499999999999996, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.175, 0.175, 0.175, 0.175, 0.175, 0.175, 0.175, 0.175, 0.175, 0.175, 0.175, ...

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VUILD107MF_aaaadjad-1

T9

[ [ 0, 0, 0, 0, 0, 194.1747589111328, 0, 0, 0, 0, 0, 0, 0, 0, 194.1747589111328, 0, 194.1747589111328, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 97....

train

aaaaablp-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaaablp-1

[ "S100A8", "VIM", "FCN1", "PECAM1", "LYZ", "FCER1G", "PTPRC", "S100A9", "CD14", "HERPUD1", "CD44", "S100A12", "STAT1", "SOD2", "CD68", "ATG7", "PKM", "ATF4", "CST3", "CTNNB1", "AIF1", "RHOA", "CLDN5", "PCNA", "CD4", "GSR", "SPCS3", "DCN", "CCN2", "HIF1A", "...

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Interstitial Macrophages

VUILD107MF

[ 1, 0.8875, 0.775, 0.6625, 0.55, 0.55, 0.4375, 0.4375, 0.325, 0.325, 0.325, 0.325, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.21250000000000002, 0.2...

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VUILD107MF_aaaaablp-1

T5

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

train

aaaadjah-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaadjah-1

[ "JCHAIN", "LUM", "CCN2", "COL1A2", "SFRP2", "PTGDS", "COL1A1", "DCN", "VIM", "HLA-DRA", "SOD2", "SCGB1A1", "CST3", "XBP1", "ITGB1", "HERPUD1", "COL15A1", "COL3A1", "CD44", "EPAS1", "FN1", "RNASE1", "POSTN", "CD79A", "CD14", "IFIT3", "STAT1", "PIM2", "CD4", "...

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Fibroblasts

VUILD107MF

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VUILD107MF_aaaadjah-1

T9

[ [ 0, 0, 150.37594604492188, 0, 0, 0, 0, 75.18797302246094, 0, 0, 0, 0, 0, 0, 150.37594604492188, 0, 0, 0, 0, 0, 0, 0, 0, 75.18797302246094, 0, 0, 150.37594604492188, 0, 0, 0, 0, 0, 0, ...

train

aaaadjab-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaadjab-1

[ "VIM", "POSTN", "SPARCL1", "COL3A1", "PECAM1", "JCHAIN", "S100A9", "RHOA", "OAS3", "S100A8", "EPAS1", "KDR", "CCN2", "BMPR2", "NUTF2", "STAT6", "STAT1", "COL1A1", "SFRP2", "TGFB1", "FCGR3A", "CD44", "HLA-DRA", "ATF4", "FN1", "ITGA3", "HSPA5", "GNG11", "ACTA2",...

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gCap

VUILD107MF

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VUILD107MF_aaaadjab-1

T12

[ [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 156.25, 0, 0, 0, 0, 156.25, 0, 0, 0, 0, 0, 0, 0, 0, 0, 78.125, 0, 0, 0, 0, 0, 0, 0, 78.125, 0, 0, 0, 0, 156.25, 0, 0, 0, ...

train

aaaadjag-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaadjag-1

[ "HERPUD1", "VIM", "PIM2", "XBP1", "UBE2J1", "LUM", "STAT1", "SSR3", "HYOU1", "LMAN1", "SEC11C", "PDIA4", "SFRP4", "SELENOS", "ITM2C", "DNAJB9", "COL3A1", "CRELD2", "COL1A2", "HLA-DQA1", "ERLEC1", "JCHAIN", "ATF4", "CD79A", "FN1", "SFRP2", "SCGB1A1", "CCN2", "F...

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Plasma

VUILD107MF

[ 1, 1, 0.8714285714285716, 0.7428571428571429, 0.6142857142857143, 0.48571428571428577, 0.48571428571428577, 0.48571428571428577, 0.48571428571428577, 0.48571428571428577, 0.48571428571428577, 0.3571428571428572, 0.3571428571428572, 0.3571428571428572, 0.3571428571428572, 0.357142857142...

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VUILD107MF_aaaadjag-1

T1

[ [ 0, 0, 0, 0, 0, 0, 0, 47.84688949584961, 0, 47.84688949584961, 0, 0, 0, 0, 287.0813293457031, 0, 0, 0, 0, 0, 0, 0, 0, 0, 95.69377899169922, 0, 0, 0, 0, 0, 0, 0, 0, 0, 47.84688...

train

aaaadjae-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaadjae-1

[ "JCHAIN", "HERPUD1", "XBP1", "VIM", "SFRP2", "ITM2C", "SPCS3", "ATF4", "SEC11C", "SELENOS", "SPCS2", "SSR3", "PECAM1", "SCGB1A1", "PDIA4", "PDIA3", "HSPA5", "DCN", "PRDX4", "CD44", "LUM", "DNAJB9", "FKBP11", "UBE2J1", "ERLEC1", "BCL2L11", "COL3A1", "COL1A2", "...

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Plasma

VUILD107MF

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VUILD107MF_aaaadjae-1

T1

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

train

aaaadjam-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaadjam-1

[ "SCGB1A1", "JCHAIN", "COL3A1", "VIM", "FN1", "COL1A2", "CTNNB1", "PTGDS", "EPAS1", "LTF", "WFDC2", "PKM", "HIST1H1C", "RHOA", "DCN", "SFRP2", "XBP1", "CCN2", "SCGB3A2", "NKX2-1", "PDIA3", "GSR", "STAT1", "TOP1", "SOX9", "GCLM", "IFIT1", "MGST1", "ACTA2", "CO...

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

Basal

VUILD107MF

[ 1, 0.85, 0.85, 0.85, 0.7, 0.7, 0.5499999999999999, 0.5499999999999999, 0.5499999999999999, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.1, 0.1, 0.1, 0.1...

[ -1, -1, 0.5, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1...

[ 0, 0, 2, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0...

VUILD107MF_aaaadjam-1

T9

[ [ 0, 0, 117.64705657958984, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 117.64705657958984, 117.64705657958984, 0, 0, 0, 0, 0, 0, 0, 0, 117.64705657958984, 0, 0, 117.64705657958984, 0, 0, 0, 0, 0, 0...

train

aaaaaheg-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaaaheg-1

[ "SCGB1A1", "TRAC", "CD44", "PTPRC", "CD247", "SPCS3", "JCHAIN", "STAT1", "LCK", "SOD2", "SMAD4", "OAS2", "CTLA4", "IL7R", "CXCL13", "ITGB1", "PKM", "SSR3", "CD2", "EHMT1", "CD28", "CD3D", "HERPUD1", "DUOX1", "EPAS1", "PLPP5", "PDIA6", "SOX4", "MEG3", "PDGFRA...

[ 9, 7, 3, 6, 488, 585, 100, 456, 87, 532, 310, 542, 334, 526, 519, 410, 150, 294, 157, 306, 438, 541, 85, 184, 90, 94, 254, 180, 193, 444, 428, 528, 366, 424, 163, 404, 420, 261, 96, 191, 600, 325, 46, 45, 603, 61, 582, 58,...

[ [ 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,...

T-cells

VUILD107MF

[ 1, 0.82, 0.64, 0.64, 0.45999999999999996, 0.45999999999999996, 0.45999999999999996, 0.45999999999999996, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1,...

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

[ 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 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, 1, 3, 0, 0, 1, 0, 1, 0, 1, 0, 4, 0, 0, 0, 0, 0, 0, 0, 0...

VUILD107MF_aaaaaheg-1

T2

[ [ 0, 0, 54.64480972290039, 0, 0, 0, 0, 109.28961944580078, 0, 0, 0, 0, 0, 0, 218.57923889160156, 0, 0, 0, 0, 109.28961944580078, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 109.28961944...

train

aaaaaheb-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaaaheb-1

[ "VIM", "LUM", "JCHAIN", "CCN2", "FN1", "PTGDS", "SCGB1A1", "COL3A1", "SOX4", "DCN", "CD44", "ATF4", "MEG3", "SFRP4", "TPSAB1", "COL1A2", "XBP1", "TGFB3", "SPARCL1", "COL1A1", "AKR1C1", "RHOA", "CPA3", "SPCS3", "AXL", "SFRP2", "SELENOS", "ITM2C", "CST3", "CCL...

[ 9, 7, 3, 6, 603, 353, 310, 76, 225, 454, 488, 136, 528, 169, 100, 46, 366, 503, 584, 135, 619, 558, 530, 134, 26, 468, 142, 532, 52, 502, 494, 309, 147, 72, 358, 272, 273, 260, 618, 526, 151, 254, 481, 14, 489, 263, 542, 3...

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

Peribronchial FBs

VUILD107MF

[ 1, 0.9, 0.8, 0.7000000000000001, 0.7000000000000001, 0.6, 0.5, 0.5, 0.5, 0.5, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.1, 0.1, 0.1, 0.1, 0....

[ -1, -1, 0, -1, -1, -1, -1, 0.5, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, 0.5, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, 1, -1, -1, 0.45, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, ...

[ 0, 0, 1, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 4, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 1, 0, 0, 11, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4, 0, 0, 0, 0, 0, 0, 0, ...

VUILD107MF_aaaaaheb-1

T9

[ [ 0, 0, 33.16749572753906, 0, 0, 16.58374786376953, 0, 0, 0, 0, 0, 0, 0, 0, 99.50248718261719, 0, 0, 16.58374786376953, 0, 0, 0, 0, 0, 0, 0, 0, 49.751243591308594, 0, 0, 0, 0, 0, 398.0...

train

aaaaabme-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaaabme-1

[ "VIM", "JCHAIN", "LUM", "LYZ", "SFRP2", "HLA-DRA", "COL3A1", "COL1A2", "CCL18", "COL1A1", "PTGDS", "CCN2", "DCN", "SPARCL1", "CCL21", "STAT1", "HERPUD1", "CD68", "XBP1", "CD34", "ITGB1", "ATF4", "HLA-DQA1", "UBE2J1", "ITM2C", "FGF7", "CD44", "SOD2", "CST3", ...

[ 9, 7, 3, 6, 603, 310, 353, 357, 502, 263, 136, 135, 71, 134, 454, 76, 169, 530, 73, 542, 254, 102, 619, 92, 306, 46, 261, 594, 309, 221, 100, 526, 147, 469, 620, 211, 272, 262, 225, 450, 528, 523, 519, 258, 193, 61, 427, 1...

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

Fibroblasts

VUILD107MF

[ 1, 0.9571428571428572, 0.9142857142857143, 0.8714285714285714, 0.8285714285714285, 0.8285714285714285, 0.7857142857142857, 0.7428571428571429, 0.7, 0.6571428571428571, 0.6142857142857142, 0.5714285714285714, 0.5285714285714286, 0.48571428571428577, 0.44285714285714284, 0.4, 0.3571428...

[ -1, -1, 0, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, 0.17, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, 0.33, -1, -1, -1, -1, -1, 0, 0, 0, -1, -1, 0.31, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, ...

[ 0, 0, 2, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 6, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 24, 1, 12, 0, 0, 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 6, 0, 0, 0, 0, 5, 1, 7, 0, 1, 0, 0, 0, ...

VUILD107MF_aaaaabme-1

T9

[ [ 0, 0, 123.456787109375, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 123.456787109375, 0, 123.456787109375, 0, 0, 0, 0, 0, 0, 0, 0, 0, 123.456787109375, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...

train

aaaaahef-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaaahef-1

[ "SCGB1A1", "TP63", "KRT5", "KRT18", "EPAS1", "PRDX4", "CD44", "RHOA", "DUOX1", "LMAN1", "PDIA3", "KRT15", "KRT17", "XBP1", "ITGAV", "PTGDS", "PTPRC", "CTNNB1", "S100A2", "ITGB1", "CD68", "CD52", "SNAI2", "SOD2", "SOX9", "SPARCL1", "PLPP5", "PKM", "KRT6A", "E...

[ 9, 7, 3, 6, 488, 582, 325, 324, 193, 450, 100, 468, 180, 346, 426, 322, 323, 619, 304, 454, 456, 151, 478, 306, 102, 101, 523, 526, 529, 530, 444, 438, 326, 182, 263, 260, 254, 227, 224, 410, 334, 212, 206, 197, 531, 194, 62...

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

Basal

VUILD107MF

[ 1, 1, 0.775, 0.55, 0.55, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0....

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

[ 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 1, 1, 0, 0, 0, 0, 0, 0...

VUILD107MF_aaaaahef-1

T7

[ [ 0, 0, 0, 0, 80.6451644897461, 0, 0, 80.6451644897461, 161.2903289794922, 0, 0, 0, 0, 0, 0, 80.6451644897461, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...

train

aaaaahfh-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaaahfh-1

[ "XBP1", "SCGB3A2", "CCN2", "MUC5B", "DMBT1", "FCGBP", "SPCS2", "WFDC2", "NUCB2", "STAT1", "HLA-DRA", "HERPUD1", "PDIA3", "MGST1", "VIM", "RNASE1", "AKR1C2", "WNT5A", "ERLEC1", "YAP1", "HIF1A", "CST3", "SPCS3", "FN1", "LTF", "HLA-DQB1", "GSR", "SOD2", "LYZ", ...

[ 9, 7, 3, 6, 619, 489, 76, 388, 177, 212, 531, 610, 408, 542, 263, 254, 426, 369, 603, 469, 27, 614, 197, 620, 258, 147, 532, 225, 352, 262, 247, 526, 357, 272, 231, 400, 390, 527, 280, 47, 193, 490, 194, 594, 590, 198, 602, ...

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

MUC5B+

VUILD107MF

[ 1, 0.8714285714285716, 0.7428571428571429, 0.6142857142857143, 0.6142857142857143, 0.48571428571428577, 0.48571428571428577, 0.48571428571428577, 0.3571428571428572, 0.3571428571428572, 0.3571428571428572, 0.3571428571428572, 0.3571428571428572, 0.3571428571428572, 0.2285714285714286, ...

[ -1, -1, -1, -1, 0, -1, -1, 0, 1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.29, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, ...

[ 0, 0, 0, 0, 1, 0, 0, 1, 2, 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, 7, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0...

VUILD107MF_aaaaahfh-1

T7

[ [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 361.4457702636719, 0, 0, 0, 0, 120.48192596435547, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 120.48192596435547, 0, 0, 0, 0, 0, 0, 0, 1...

train

aaaaaheh-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaaaheh-1

[ "KRT18", "MGST1", "SCGB1A1", "NKX2-1", "PDIA3", "STAT6", "EPAS1", "ANKRD28", "HLA-DRA", "CD44", "TP63", "GSR", "HERPUD1", "KRT5", "COL1A1", "SCGB3A2", "DUOX1", "VIM", "FAS", "WFDC2", "ITGA3", "CTNNB1", "EPCAM", "JCHAIN", "LYZ", "HES1", "LTF", "SOX9", "ITGB6", ...

[ 9, 7, 3, 6, 324, 369, 488, 404, 426, 544, 193, 31, 263, 100, 582, 247, 254, 325, 134, 489, 180, 603, 206, 610, 301, 151, 194, 310, 357, 255, 352, 529, 308, 231, 349, 224, 212, 408, 438, 528, 76, 428, 594, 46, 280, 67, 613, ...

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

Basal

VUILD107MF

[ 1, 0.775, 0.775, 0.55, 0.55, 0.55, 0.55, 0.55, 0.55, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.325, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, ...

[ -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.33, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, ...

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0...

VUILD107MF_aaaaaheh-1

T7

[ [ 0, 0, 0, 0, 0, 0, 0, 33.003299713134766, 0, 0, 0, 0, 0, 33.003299713134766, 33.003299713134766, 0, 33.003299713134766, 0, 33.003299713134766, 0, 0, 0, 0, 0, 33.003299713134766, 0, 33.003299713134766, 0,...

train

aaaaahea-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaaahea-1

[ "VIM", "PTGDS", "LUM", "COL3A1", "DCN", "COL1A1", "FN1", "COL1A2", "SCGB1A1", "JCHAIN", "CTNNB1", "HLA-DRA", "RNASE1", "MEG3", "CCL2", "HLA-DQA1", "CD44", "SFRP2", "ITGB1", "STAT1", "SPARCL1", "CCN2", "HIF1A", "LYZ", "RHOA", "CST3", "PDGFRA", "XBP1", "SOD2", ...

[ 9, 7, 3, 6, 603, 454, 353, 136, 169, 134, 225, 135, 488, 310, 151, 263, 469, 366, 72, 261, 100, 502, 306, 542, 530, 76, 258, 357, 468, 147, 424, 619, 526, 177, 178, 556, 158, 211, 528, 214, 221, 425, 304, 238, 400, 620, 348,...

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

Peribronchial FBs

VUILD107MF

[ 1, 0.9400000000000001, 0.88, 0.8200000000000001, 0.76, 0.7000000000000001, 0.64, 0.64, 0.5800000000000001, 0.52, 0.4600000000000001, 0.4600000000000001, 0.4, 0.4, 0.34, 0.34, 0.34, 0.34, 0.34, 0.34, 0.28, 0.28, 0.22000000000000003, 0.22000000000000003, 0.2200000000000...

[ -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, 1, 1, -1, 0, -1, 0, -1, -1, -1, -1, -1, 1, -1, 0, -1, -1, -1, -1, -1, -1, 0.2, -1, 0, -1, 0.5, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, ...

[ 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 1, 0, 1, 0, 1, 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 5, 0, 1, 0, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 5, 1, 0, 0, 0, 0, 1, 0, 0...

VUILD107MF_aaaaahea-1

T9

[ [ 0, 0, 0, 0, 0, 0, 0, 90.090087890625, 0, 0, 0, 0, 0, 90.090087890625, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 90.090087890625, 0, 0, 0, 0, 0, 0, 0, 90.090087...

train

aaaaobnm-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaaobnm-1

[ "XBP1", "SCGB3A2", "SCGB1A1", "WNT5A", "LTF", "NFKB1", "HERPUD1", "NUCB2", "MUC5B", "GSR", "CTNNB1", "FOXJ1", "RHOA", "PDIA4", "VIM", "WFDC2", "EPCAM", "SOD2", "DMBT1", "VEGFA", "MGST1", "MS4A7", "HES1", "CENPF", "CFTR", "CD44", "NKX2-1", "COL1A1", "SPCS2", ...

[ 9, 7, 3, 6, 619, 489, 488, 614, 352, 400, 254, 408, 388, 247, 151, 227, 468, 427, 603, 610, 194, 526, 177, 602, 369, 383, 255, 118, 120, 100, 404, 134, 531, 409, 147, 212, 306, 448, 198, 438, 437, 180, 184, 483, 263, 310, 60...

[ [ 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,...

MUC5B+

VUILD107MF

[ 1, 0.82, 0.82, 0.64, 0.45999999999999996, 0.45999999999999996, 0.45999999999999996, 0.45999999999999996, 0.45999999999999996, 0.45999999999999996, 0.45999999999999996, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.28, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, ...

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

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

VUILD107MF_aaaaobnm-1

T7

[ [ 0, 0, 0, 0, 0, 0, 0, 23.41920280456543, 0, 0, 0, 0, 0, 23.41920280456543, 140.5152130126953, 0, 0, 0, 23.41920280456543, 70.25760650634766, 0, 0, 0, 23.41920280456543, 23.41920280456543, 0, 23.4192028045654...

train

aaaabcef-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaabcef-1

[ "VIM", "SFRP2", "JCHAIN", "PTGDS", "LUM", "COL1A2", "COL3A1", "DCN", "COL1A1", "XBP1", "FN1", "MEG3", "SPARCL1", "ATF4", "CD44", "SEC11C", "ITM2C", "HLA-DRA", "CCL2", "SFRP4", "PIM2", "CST3", "HAS2", "HERPUD1", "FGF7", "AXL", "PRDX4", "RHOA", "PECAM1", "LMAN...

[ 9, 7, 3, 6, 603, 502, 310, 454, 353, 135, 136, 169, 134, 619, 225, 366, 530, 46, 100, 490, 309, 263, 72, 503, 437, 147, 252, 254, 221, 52, 450, 468, 431, 346, 488, 76, 224, 306, 238, 420, 92, 542, 88, 400, 556, 408, 427, 1...

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

Fibroblasts

VUILD107MF

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[ -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, 0, 0.33, -1, -1, -1, 0, 0.33, -1, -1, -1, 0, 0, -1, 0, -1, -1, -1, -1, -1, -1, 0.4, 0, -1, -1, 0.33, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, 0.5, -1, -1, ...

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VUILD107MF_aaaabcef-1

T9

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train

aaaaocfb-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaaocfb-1

[ "VIM", "SPARCL1", "COL15A1", "PECAM1", "LUM", "FN1", "EPAS1", "COL1A2", "ITGB1", "SCGB1A1", "COL3A1", "ZEB1", "PTGDS", "CD34", "DCN", "WNT5A", "COL1A1", "CCN2", "POSTN", "PDGFRB", "SNAI2", "NHSL2", "PDIA3", "HIF1A", "GNG11", "APLN", "IFIT3", "CLDN5", "ANKRD28"...

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Venous

VUILD107MF

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VUILD107MF_aaaaocfb-1

T12

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train

aaaalgma-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaalgma-1

[ "VIM", "CCL21", "JCHAIN", "PTGDS", "LUM", "COL1A1", "COL1A2", "FN1", "SFRP2", "COL3A1", "CCN2", "CD34", "RHOA", "GNG11", "ACTA2", "STAT1", "UBE2J1", "FABP4", "NFKB1", "DCN", "CD44", "HSPA5", "HIST1H1C", "SPCS2", "CTNNB1", "HLA-DRA", "XBP1", "ITGB1", "KDR", "...

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Lymphatic/DCs

VUILD107MF

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VUILD107MF_aaaalgma-1

T9

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train

aaaaocff-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaaocff-1

[ "VIM", "CD34", "SPARCL1", "POSTN", "SCGB1A1", "PECAM1", "ITGB1", "PTGDS", "DCN", "EPAS1", "HIF1A", "GNG11", "LMAN1", "JCHAIN", "FN1", "HERPUD1", "RNASE1", "PLVAP", "KDR", "ATF4", "CD2", "MGST1", "SOD2", "SMAD4", "GSR", "MUC5B", "COL1A1", "SELENOS", "FOXP3", ...

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Venous

VUILD107MF

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VUILD107MF_aaaaocff-1

T12

[ [ 0, 39.2156867980957, 0, 0, 0, 39.2156867980957, 0, 0, 39.2156867980957, 78.4313735961914, 0, 39.2156867980957, 0, 39.2156867980957, 117.64706420898438, 0, 0, 0, 39.2156867980957, 0, 0, 0, 0, 39.2156867980957, 0, ...

train

aaaaoceh-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaaoceh-1

[ "VIM", "POSTN", "JCHAIN", "SPARCL1", "CCN2", "COL3A1", "COL1A2", "DCN", "PECAM1", "COL1A1", "CD34", "LUM", "STAT1", "ITGB1", "PTGDS", "COL15A1", "PDIA3", "HIF1A", "SCGB1A1", "SFRP2", "FN1", "ATF4", "NUTF2", "PPARG", "HES1", "NUCB2", "EPAS1", "SPCS3", "GNG11", ...

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Venous

VUILD107MF

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VUILD107MF_aaaaoceh-1

T12

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train

aaaaobkb-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaaobkb-1

[ "VIM", "POSTN", "SCGB1A1", "SPARCL1", "HLA-DRA", "COL1A2", "RHOA", "GNG11", "DCN", "TTC19", "PLVAP", "SPRY2", "LUM", "COL1A1", "EPAS1", "ATF3", "COL3A1", "PDGFRB", "CD34", "FN1", "ITGB1", "SFRP2", "SEC11C", "SOX4", "CLDN5", "DNAJB9", "PRDX4", "ELANE", "PDIA6",...

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Venous

VUILD107MF

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VUILD107MF_aaaaobkb-1

T12

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train

aaaaobkf-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaaobkf-1

[ "VIM", "SCGB1A1", "COL3A1", "FN1", "COL1A2", "LUM", "HLA-DRA", "PTGDS", "STAT1", "DCN", "COL1A1", "CD2", "MEG3", "RHOA", "JCHAIN", "SFRP2", "PDGFRB", "CD28", "TRAC", "CST3", "HIST1H1C", "TGFB1", "SPARCL1", "HLA-DQB1", "HAS2", "PKM", "FGF7", "XBP1", "ATF4", "...

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T-cells

VUILD107MF

[ 1, 0.9, 0.9, 0.8, 0.7000000000000001, 0.6, 0.6, 0.5, 0.5, 0.5, 0.5, 0.4, 0.4, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.1, 0.1, 0.1, ...

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VUILD107MF_aaaaobkf-1

T9

[ [ 0, 0, 38.31417465209961, 0, 0, 0, 0, 0, 0, 38.31417465209961, 0, 0, 0, 0, 0, 0, 0, 38.31417465209961, 0, 0, 0, 0, 76.62834930419922, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 38.31417...

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

[ "COL1A1", "COL3A1", "VIM", "COL1A2", "SFRP2", "LUM", "DCN", "FN1", "PTGDS", "JCHAIN", "SFRP4", "CCN2", "TRAC", "CD44", "STAT1", "PTPRC", "CD3E", "SPARCL1", "LMAN1", "XBP1", "PDIA3", "NUTF2", "ITGAV", "HSPA5", "CD2", "HERPUD1", "CD3G", "POSTN", "IFIT3", "CTHR...

[ 9, 7, 3, 6, 134, 136, 603, 135, 502, 353, 169, 225, 454, 310, 503, 76, 585, 100, 542, 456, 95, 530, 346, 619, 426, 409, 304, 272, 85, 254, 96, 446, 280, 149, 87, 57, 490, 420, 150, 528, 147, 279, 264, 262, 242, 190, 221, 2...

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T-cells

VUILD107MF

[ 1, 0.9249999999999999, 0.85, 0.85, 0.7749999999999999, 0.7, 0.625, 0.5499999999999999, 0.5499999999999999, 0.5499999999999999, 0.5499999999999999, 0.475, 0.4, 0.4, 0.32499999999999996, 0.32499999999999996, 0.25, 0.25, 0.25, 0.25, 0.25, 0.175, 0.175, 0.175, 0.175, 0....

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VUILD107MF_aaaabcfi-1

T6

[ [ 0, 0, 196.07843017578125, 0, 0, 98.03921508789062, 0, 49.01960754394531, 0, 0, 0, 0, 0, 49.01960754394531, 49.01960754394531, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 98.03...

train

aaaaocef-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaaocef-1

[ "VIM", "COL1A1", "SFRP2", "COL3A1", "LUM", "HLA-DRA", "COL1A2", "DCN", "SPARCL1", "PTGDS", "SFRP4", "JCHAIN", "ACTA2", "PDIA3", "CCN2", "LYZ", "SCGB1A1", "FN1", "TGFB3", "RHOA", "OAS3", "RNASE1", "CXCL9", "CD14", "CST3", "MS4A7", "MRC1", "CCL18", "AIF1", "ST...

[ 9, 7, 3, 6, 603, 134, 502, 136, 353, 263, 135, 169, 530, 454, 503, 310, 14, 426, 76, 357, 488, 225, 558, 468, 411, 469, 162, 80, 147, 383, 379, 71, 23, 542, 490, 480, 177, 158, 214, 444, 329, 278, 362, 272, 266, 368, 261, ...

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

Macrophages

VUILD107MF

[ 1, 0.9181818181818181, 0.8363636363636363, 0.7545454545454545, 0.7545454545454545, 0.7545454545454545, 0.6727272727272727, 0.5909090909090909, 0.509090909090909, 0.42727272727272725, 0.42727272727272725, 0.42727272727272725, 0.34545454545454546, 0.34545454545454546, 0.34545454545454546, ...

[ -1, -1, 0.25, -1, -1, 0, -1, 1, -1, -1, -1, -1, -1, 0, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, 0.25, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -...

[ 0, 0, 4, 0, 0, 2, 0, 1, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 4, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0...

VUILD107MF_aaaaocef-1

T9

[ [ 0, 0, 81.96721649169922, 0, 0, 122.95082092285156, 0, 0, 40.98360824584961, 0, 0, 0, 0, 0, 0, 0, 40.98360824584961, 40.98360824584961, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...

train

aaaabcfk-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaabcfk-1

[ "COL3A1", "LYZ", "VIM", "COL1A1", "COL1A2", "SFRP4", "RHOA", "LUM", "SFRP2", "TGFB1", "DCN", "HLA-DRA", "MS4A7", "JCHAIN", "FCER1G", "FN1", "FCN1", "PTGDS", "HERPUD1", "PDIA3", "CST3", "AIF1", "IFIT2", "SPARCL1", "MYDGF", "S100A12", "STAT1", "SELENOS", "IDH1",...

[ 9, 7, 3, 6, 136, 357, 603, 134, 135, 503, 468, 353, 502, 556, 169, 263, 383, 310, 211, 225, 216, 454, 254, 426, 147, 23, 279, 530, 390, 477, 542, 494, 276, 76, 100, 102, 80, 304, 446, 14, 214, 594, 410, 363, 431, 519, 369, ...

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

Interstitial Macrophages

VUILD107MF

[ 1, 0.9181818181818181, 0.8363636363636363, 0.7545454545454545, 0.6727272727272727, 0.5909090909090909, 0.509090909090909, 0.509090909090909, 0.509090909090909, 0.42727272727272725, 0.42727272727272725, 0.42727272727272725, 0.34545454545454546, 0.34545454545454546, 0.34545454545454546, ...

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

[ 0, 0, 2, 0, 0, 3, 0, 0, 1, 0, 0, 0, 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, 2, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 2, 0, 2, 0, 0, 0, 0, 0, 0...

VUILD107MF_aaaabcfk-1

T5

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

train

aaaaocfc-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaaocfc-1

[ "LYZ", "VIM", "FCN1", "IFIT2", "OAS2", "ITGB1", "FCER1G", "PTPRC", "EPAS1", "CCN2", "STAT1", "MS4A7", "HLA-DRA", "IRF1", "CD44", "POSTN", "JCHAIN", "CD68", "PDIA3", "HIF1A", "HYOU1", "WWTR1", "SOD2", "PECAM1", "SPCS3", "HIST1H1C", "CD34", "SPARCL1", "ITGAX", ...

[ 9, 7, 3, 6, 357, 603, 216, 279, 410, 306, 211, 456, 193, 76, 542, 383, 263, 296, 100, 446, 310, 102, 426, 258, 273, 618, 526, 431, 532, 260, 92, 530, 305, 303, 151, 46, 353, 528, 621, 489, 481, 480, 136, 477, 147, 469, 468, ...

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

Interstitial Macrophages

VUILD107MF

[ 1, 0.9, 0.8, 0.7000000000000001, 0.6, 0.5, 0.5, 0.4, 0.4, 0.4, 0.4, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, ...

[ -1, -1, 1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, 0.5, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.5, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, 0.5, -1, -1, ...

[ 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 3, 0, 2, 0, 0, 0, 0, 0, 0...

VUILD107MF_aaaaocfc-1

T5

[ [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 115.60693359375, 0, 0, 0, 0, 173.410400390625, 0, 115.60693359375, 115.60693359375, 0, 0, 0, 0, 0, 0, 231.2138671875, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...

train

aaaadopk-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaadopk-1

[ "VIM", "HERPUD1", "XBP1", "DCN", "SEC11C", "UBE2J1", "ITM2C", "CD79A", "PDIA4", "COL1A2", "SSR3", "JCHAIN", "BCL2L11", "SFRP2", "CD44", "PTGDS", "PIM2", "ATF4", "HIST1H1C", "SPCS3", "LUM", "ANKRD28", "PDIA6", "MEG3", "FKBP11", "FN1", "SPARCL1", "CST3", "SELENO...

[ 9, 7, 3, 6, 603, 254, 619, 169, 490, 594, 309, 105, 427, 135, 541, 310, 59, 502, 100, 454, 437, 46, 260, 532, 353, 31, 428, 366, 224, 225, 530, 147, 494, 48, 50, 346, 238, 390, 136, 144, 523, 95, 442, 531, 88, 410, 529, 27...

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

Plasma

VUILD107MF

[ 1, 0.9, 0.8, 0.7000000000000001, 0.7000000000000001, 0.7000000000000001, 0.6, 0.6, 0.6, 0.5, 0.5, 0.4, 0.4, 0.4, 0.4, 0.4, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, ...

[ -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, 0.67, -1, 0.5, 1, -1, -1, -1, -1, -1, -1, 0.75, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, 0,...

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 3, 0, 2, 2, 0, 0, 0, 0, 0, 0, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 4, 0, 0, 0, 6, 0, 0, 0, 0...

VUILD107MF_aaaadopk-1

T1

[ [ 0, 74.0740737915039, 148.1481475830078, 0, 0, 74.0740737915039, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 74.0740737915039, 0, 0, 0, 0, 74.0740737915039, 0, 0, 0, 0, 0, ...

train

aaaadglb-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaadglb-1

[ "COL3A1", "JCHAIN", "LUM", "COL1A2", "SFRP2", "DCN", "FN1", "XBP1", "MEG3", "HERPUD1", "SPARCL1", "VIM", "COL1A1", "PTGDS", "NUCB2", "CCN2", "DNAJB9", "ACTA2", "FGF7", "PDGFRA", "HLA-DQA1", "MANF", "SPRY2", "CD2", "CD27", "ERLEC1", "PRDX4", "MGST1", "CXCL14", ...

[ 9, 7, 3, 6, 136, 310, 353, 135, 502, 169, 225, 619, 366, 254, 530, 603, 134, 454, 408, 76, 178, 14, 221, 424, 261, 360, 537, 85, 88, 197, 450, 369, 158, 426, 425, 489, 219, 147, 531, 309, 95, 558, 13, 23, 304, 594, 66, 58 ...

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

Fibroblasts

VUILD107MF

[ 1, 1, 0.9, 0.8, 0.7000000000000001, 0.6, 0.5, 0.4, 0.4, 0.4, 0.4, 0.4, 0.30000000000000004, 0.30000000000000004, 0.2, 0.2, 0.2, 0.2, 0.2, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, ...

[ -1, 0, 1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, 0.5, -1, -1, -1, -1, -1, -1, -1, 1, -1, 0, -1, -1, -1, -1, 1, -1, ...

[ 0, 1, 2, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0...

VUILD107MF_aaaadglb-1

T9

[ [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 66.66666412353516, 0, 0, 0, 0, 66.66666412353516, 66.66666412353516, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 66.66666412353516, 0, 0, 0, 0, 0, 0, 0, 133.3333...

train

aaaadglf-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaadglf-1

[ "JCHAIN", "XBP1", "HERPUD1", "UBE2J1", "VIM", "LYZ", "LMAN1", "PRDX4", "SEC11C", "PECAM1", "COL1A2", "NUTF2", "STAT1", "HLA-DRA", "RHOA", "ITM2C", "CD44", "SSR3", "CCL21", "DNAJB9", "ERLEC1", "ATF6", "ANKRD28", "HIST1H1C", "CD27", "SPCS3", "SPCS2", "SPARCL1", ...

[ 9, 7, 3, 6, 310, 619, 254, 594, 603, 357, 346, 450, 490, 431, 135, 409, 542, 263, 468, 309, 100, 541, 73, 178, 197, 47, 31, 260, 88, 532, 531, 530, 428, 526, 252, 136, 225, 516, 242, 306, 261, 262, 502, 574, 76, 390, 454, ...

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

Lymphatic/DCs

VUILD107MF

[ 1, 0.8714285714285716, 0.7428571428571429, 0.6142857142857143, 0.6142857142857143, 0.48571428571428577, 0.48571428571428577, 0.3571428571428572, 0.3571428571428572, 0.3571428571428572, 0.3571428571428572, 0.3571428571428572, 0.3571428571428572, 0.3571428571428572, 0.3571428571428572, 0...

[ -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, 0, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, 0.5, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1,...

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0...

VUILD107MF_aaaadglf-1

T1

[ [ 0, 0, 0, 0, 0, 0, 0, 66.66666412353516, 0, 0, 0, 0, 0, 0, 66.66666412353516, 0, 0, 0, 66.66666412353516, 0, 0, 0, 0, 0, 0, 0, 66.66666412353516, 0, 0, 0, 0, 0, 0, 66.666664123535...

train

aaaadhac-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaadhac-1

[ "JCHAIN", "VIM", "PTGDS", "SOD2", "HLA-DRA", "HERPUD1", "LYZ", "LUM", "ITM2C", "COL1A2", "HLA-DQA1", "TGFB3", "CD68", "FGF7", "STAT1", "SEC11C", "ITGB1", "HYOU1", "DCN", "HIST1H1C", "RNASE1", "PDIA3", "PKM", "PLIN2", "MANF", "SPARCL1", "CD34", "CD3D", "CTNNB1"...

[ 9, 7, 3, 6, 310, 603, 454, 526, 263, 254, 357, 353, 309, 135, 261, 558, 102, 221, 542, 490, 306, 273, 169, 260, 469, 426, 438, 442, 360, 530, 92, 94, 151, 100, 211, 456, 515, 506, 494, 409, 136, 481, 468, 178, 193, 427, 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,...

Macrophages

VUILD107MF

[ 1, 0.9, 0.8, 0.7000000000000001, 0.7000000000000001, 0.6, 0.5, 0.5, 0.5, 0.4, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, ...

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

[ 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 1, 0, 3, 0, 0, 0, 0, 0, 0...

VUILD107MF_aaaadhac-1

T9

[ [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 463.76812744140625, 0, 0, 28.98550796508789, 0, 0, 0, 0, 57.97101593017578, 0, 28.98550796508789, 28.98550796508789, 28.98550796508789, 0, 0, 0, 0, ...

train

aaaadgmn-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaadgmn-1

[ "JCHAIN", "VIM", "HERPUD1", "ITM2C", "ATF4", "LUM", "SFRP2", "XBP1", "UBE2J1", "SEC11C", "DCN", "FKBP11", "SPCS3", "CD44", "PTGDS", "HSPA5", "SPCS2", "HYOU1", "SSR3", "LMAN1", "PRDX4", "DNAJB9", "PIM2", "TGFB3", "PDIA6", "PDIA4", "CCN2", "MANF", "PDIA3", "TN...

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Plasma

VUILD107MF

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VUILD107MF_aaaadgmn-1

T1

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train

aaaabljl-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaabljl-1

[ "CCL21", "VIM", "SFRP2", "DCN", "GNG11", "LUM", "FN1", "IFIT3", "PTGDS", "RHOA", "COL1A2", "ATF4", "RAMP2", "PECAM1", "CD34", "IFIT1", "NUCB2", "IFIT2", "KRT18", "SOD2", "FCGR3A", "STAT1", "CST3", "JCHAIN", "PDIA3", "COL1A1", "SPARCL1", "YAP1", "HERPUD1", "C...

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Lymphatic/DCs

VUILD107MF

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VUILD107MF_aaaabljl-1

T9

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train

aaaadhal-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaadhal-1

[ "VIM", "CCL21", "FN1", "COL1A1", "JCHAIN", "COL3A1", "IFIT1", "CD34", "GNG11", "SFRP2", "BCL2L1", "ITGB1", "COL1A2", "NHSL2", "LYZ", "FKBP11", "PDIA3", "IFIT3", "ZEB1", "PECAM1", "AKR1C1", "HIST1H1C", "STAT1", "KDR", "HLA-DRA", "SPCS3", "PDIA6", "CD44", "WWTR1...

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Lymphatic/DCs

VUILD107MF

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VUILD107MF_aaaadhal-1

T9

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train

aaaadhan-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaadhan-1

[ "JCHAIN", "VIM", "LUM", "XBP1", "SFRP2", "PTGDS", "COL3A1", "COL1A1", "COL1A2", "CCL18", "HIST1H1C", "HLA-DRA", "UBE2J1", "CD68", "GZMB", "TRAC", "CCL2", "CD44", "HIF1A", "COL15A1", "RHOA", "SOD2", "CXCR4", "SPARCL1", "HERPUD1", "CD4", "SPCS3", "CD34", "CD28",...

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T-cells

VUILD107MF

[ 1, 0.8714285714285716, 0.7428571428571429, 0.7428571428571429, 0.7428571428571429, 0.7428571428571429, 0.6142857142857143, 0.48571428571428577, 0.48571428571428577, 0.48571428571428577, 0.48571428571428577, 0.3571428571428572, 0.3571428571428572, 0.2285714285714286, 0.2285714285714286, ...

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VUILD107MF_aaaadhan-1

T1

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train

aaaadjal-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaadjal-1

[ "JCHAIN", "VIM", "HLA-DRA", "LUM", "FN1", "DCN", "HLA-DQA1", "SCGB1A1", "HIF1A", "CXCR4", "COL1A2", "AIF1", "HLA-DQB1", "STAT1", "CD79A", "SPARCL1", "ITGB1", "CCL2", "HAS2", "FGF7", "FGF10", "PDIA3", "CD4", "TGFB1", "CD68", "PTGDS", "GPR183", "ATF4", "LAMP3", ...

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Mast

VUILD107MF

[ 1, 1, 0.9, 0.8, 0.7000000000000001, 0.6, 0.5, 0.4, 0.4, 0.4, 0.4, 0.4, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, ...

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VUILD107MF_aaaadjal-1

T9

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train

aaaaabma-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaaabma-1

[ "JCHAIN", "VIM", "CCL21", "SFRP2", "GNG11", "HLA-DRA", "SOD2", "PDIA3", "CD34", "PTGDS", "ATF4", "LUM", "FN1", "CD44", "CCL18", "UBE2J1", "OAS2", "MRC1", "ITGAV", "LYZ", "SCGB1A1", "CCN2", "CTNNB1", "HIST1H1C", "NFKB1", "NUCB2", "SPCS3", "XBP1", "PECAM1", "S...

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Lymphatic/DCs

VUILD107MF

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VUILD107MF_aaaaabma-1

T9

[ [ 0, 0, 51.020408630371094, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 102.04081726074219, 102.04081726074219, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 561.2244873046875, 51.020408630...

train

aaaadjaf-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaadjaf-1

[ "JCHAIN", "VIM", "CCL18", "COL1A2", "COL3A1", "LUM", "SFRP2", "MEG3", "CCN2", "SFRP4", "SELENOS", "COL1A1", "SCGB1A1", "DCN", "HERPUD1", "STAT1", "SPARCL1", "CXCL14", "PRDX4", "PIM2", "PDIA6", "RHOA", "ERLEC1", "PDIA3", "PTGDS", "SOD2", "FCER1G", "FGF7", "YAP1...

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Peribronchial FBs

VUILD107MF

[ 1, 0.9249999999999999, 0.85, 0.85, 0.7749999999999999, 0.7, 0.625, 0.625, 0.5499999999999999, 0.475, 0.4, 0.4, 0.32499999999999996, 0.25, 0.25, 0.25, 0.25, 0.175, 0.175, 0.175, 0.175, 0.175, 0.175, 0.175, 0.175, 0.175, 0.175, 0.175, 0.175, 0.175, 0.175, ...

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[ 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 11, 1, 0, 0, 0, 7, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 1, 0, 0, 0, 0, 0, ...

VUILD107MF_aaaadjaf-1

T9

[ [ 0, 0, 62.89308166503906, 0, 0, 62.89308166503906, 0, 0, 62.89308166503906, 62.89308166503906, 0, 0, 0, 0, 125.78616333007812, 0, 0, 0, 0, 0, 0, 0, 0, 62.89308166503906, 0, 0, 62.89308166503906, 0, 0...

train

aaaadjaj-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaadjaj-1

[ "VIM", "POSTN", "SCGB1A1", "SPARCL1", "JCHAIN", "LUM", "COL3A1", "CD34", "COL1A2", "PTGDS", "HLA-DRA", "PECAM1", "SFRP2", "CXCR4", "CD79A", "RHOA", "ATF4", "FN1", "HLA-DQA1", "ITGB1", "MYC", "WWTR1", "GNG11", "STAT1", "NUTF2", "SPRY2", "HSPA5", "CXCL14", "HIF1...

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

Venous

VUILD107MF

[ 1, 0.9, 0.9, 0.8, 0.7000000000000001, 0.6, 0.5, 0.5, 0.4, 0.4, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1...

[ -1, -1, 1, -1, -1, 0, -1, -1, 0, 1, -1, -1, -1, -1, 0.5, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, 0, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.4, -1, -1, -1,...

[ 0, 0, 1, 0, 0, 1, 0, 0, 1, 1, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 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, 5, 0, 0, 0, 1, 1, 0, 1, 0, 2, 0, 0, 0, 0...

VUILD107MF_aaaadjaj-1

T9

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

train

aaaadjac-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaadjac-1

[ "VIM", "SFRP2", "LUM", "MEG3", "COL3A1", "CCN2", "COL1A2", "JCHAIN", "SPARCL1", "FN1", "DCN", "FGF7", "CD34", "COL1A1", "PDIA3", "SMAD4", "SOD2", "HLA-DRA", "LPAR1", "SPCS2", "HIF1A", "IDH1", "SELENOS", "LYZ", "MFAP5", "TRAC", "GSR", "XBP1", "ACTA2", "PECAM1...

[ 9, 7, 3, 6, 603, 502, 353, 366, 136, 76, 135, 310, 530, 225, 169, 221, 92, 134, 426, 519, 526, 263, 348, 531, 258, 276, 494, 357, 368, 585, 247, 619, 14, 431, 425, 60, 420, 503, 100, 410, 51, 594, 151, 468, 46, 488 ]

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Fibroblasts

VUILD107MF

[ 1, 0.9, 0.8, 0.7000000000000001, 0.6, 0.5, 0.4, 0.4, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1...

[ -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.33, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.5, -1, -1, ...

[ 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 6, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0...

VUILD107MF_aaaadjac-1

T9

[ [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 63.69426727294922, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 63.69426727294922, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 63.69426727294922, ...

train

aaaaahed-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaaahed-1

[ "VIM", "SCGB1A1", "PTGDS", "COL1A1", "FN1", "LUM", "COL1A2", "COL3A1", "MEG3", "DCN", "JCHAIN", "SFRP2", "STAT1", "RHOA", "PDGFRB", "ITGAV", "ELN", "CTNNB1", "HERPUD1", "HLA-DRA", "SPARCL1", "ZEB1", "OAS2", "KRT8", "PKM", "SOX4", "IFIT3", "SNAI2", "CD44", "S...

[ 9, 7, 3, 6, 603, 488, 454, 134, 225, 353, 135, 136, 366, 169, 310, 502, 542, 468, 425, 304, 190, 151, 254, 263, 530, 621, 410, 328, 438, 528, 280, 523, 100, 517, 273, 309, 513, 602, 348, 494, 594, 469, 143, 252, 437, 221, 22...

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

Peribronchial FBs

VUILD107MF

[ 1, 0.9099999999999999, 0.9099999999999999, 0.82, 0.82, 0.73, 0.73, 0.73, 0.64, 0.5499999999999999, 0.45999999999999996, 0.37, 0.37, 0.28, 0.28, 0.28, 0.19, 0.19, 0.19, 0.19, 0.19, 0.19, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0....

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

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

VUILD107MF_aaaaahed-1

T9

[ [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 55.248619079589844, 220.99447631835938, 0, 0, 0, 0, 0, 0, 0, 0, 110.49723815917969, 55.248619079589844, 0, 165.745849609375, 0, 0, 0, 0, 0, 0, ...

train

aaaalglo-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaalglo-1

[ "CCL21", "VIM", "FN1", "GNG11", "CD34", "ITGB1", "JCHAIN", "PECAM1", "ATF4", "BMPR2", "FABP4", "HLA-DRA", "PDIA3", "KRT18", "XBP1", "WWTR1", "IFIT2", "BCL2L1", "SMAD4", "PKM", "CTNNB1", "HAS2", "PTGDS", "SCGB1A1", "RHOA", "CD69", "EPCAM", "HIF1A", "MGST1", "...

[ 9, 7, 3, 6, 73, 603, 225, 238, 92, 306, 310, 431, 46, 61, 202, 263, 426, 324, 619, 618, 279, 58, 519, 438, 151, 252, 454, 488, 468, 103, 194, 258, 369, 514, 95, 169, 400, 135, 136, 147, 260, 459, 171, 450, 428, 444, 191, 1...

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

Lymphatic/DCs

VUILD107MF

[ 1, 0.9, 0.8, 0.7000000000000001, 0.6, 0.6, 0.5, 0.5, 0.4, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, ...

[ -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0, 0, -1, -1, -1, -1, -1, -1, -1, -1, 0, 1, -1, 1, -1, -1, -1, -1, -1, -1, -1, 0.2, -1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, 0.17, -1, 0, -1...

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 2, 1, 0, 3, 0, 0, 0, 0, 0, 0, 0, 35, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 6, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, ...

VUILD107MF_aaaalglo-1

T9

[ [ 0, 0, 67.11409759521484, 0, 134.2281951904297, 0, 0, 0, 0, 0, 0, 0, 0, 0, 134.2281951904297, 0, 134.2281951904297, 67.11409759521484, 67.11409759521484, 0, 0, 0, 0, 67.11409759521484, 0, 0, 0, 0, 0,...

train

aaaaocfh-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaaocfh-1

[ "SCGB3A2", "SCGB1A1", "XBP1", "MGST1", "KRT5", "VIM", "CTNNB1", "LTF", "CCN2", "ITGAV", "SNAI2", "SOD2", "ITGB1", "JCHAIN", "DUOX1", "ERLEC1", "PKM", "COL1A1", "COL3A1", "MUC5B", "IFIT3", "AGR3", "KRT18", "HLA-DRA", "FN1", "UCHL3", "STAT1", "CD44", "ATG7", "...

[ 9, 7, 3, 6, 489, 488, 619, 369, 325, 603, 151, 352, 76, 304, 523, 526, 306, 310, 180, 197, 438, 134, 136, 388, 280, 22, 324, 263, 225, 596, 542, 100, 48, 182, 46, 426, 410, 255, 254, 527, 400, 383, 144, 147, 478, 530, 469, ...

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

Basal

VUILD107MF

[ 1, 0.8714285714285716, 0.7428571428571429, 0.6142857142857143, 0.6142857142857143, 0.6142857142857143, 0.48571428571428577, 0.48571428571428577, 0.48571428571428577, 0.48571428571428577, 0.3571428571428572, 0.3571428571428572, 0.3571428571428572, 0.3571428571428572, 0.2285714285714286, ...

[ -1, -1, 1, -1, 0.5, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.5, -1, 0.5, 1, 1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.25, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1,...

[ 0, 0, 1, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 2, 1, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0...

VUILD107MF_aaaaocfh-1

T7

[ [ 0, 0, 0, 0, 75.47169494628906, 0, 0, 37.73584747314453, 0, 37.73584747314453, 0, 0, 0, 0, 75.47169494628906, 0, 37.73584747314453, 0, 0, 0, 0, 0, 0, 0, 0, 0, 37.73584747314453, 0, 0, 226.4150848...

train

aaaaobnn-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaaobnn-1

[ "XBP1", "MUC5B", "SCGB3A2", "SCGB1A1", "FCGBP", "GSR", "STAT1", "C20orf85", "WFDC2", "HLA-DRA", "HERPUD1", "HES1", "VIM", "LTF", "NUCB2", "IFIT1", "STAT6", "EPCAM", "ITGB1", "PDIA3", "EPAS1", "YAP1", "SOX4", "NFKB1", "CCN2", "DMBT1", "SOX9", "GCLM", "LYZ", "...

[ 9, 7, 3, 6, 619, 388, 489, 488, 212, 247, 542, 67, 610, 263, 254, 255, 603, 352, 408, 278, 544, 194, 306, 426, 193, 620, 528, 400, 76, 177, 529, 231, 357, 526, 151, 527, 276, 258, 490, 530, 410, 409, 590, 594, 22, 227, 427, ...

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

Ciliated

VUILD107MF

[ 1, 0.9181818181818181, 0.8363636363636363, 0.7545454545454545, 0.6727272727272727, 0.5909090909090909, 0.5909090909090909, 0.509090909090909, 0.509090909090909, 0.42727272727272725, 0.42727272727272725, 0.42727272727272725, 0.42727272727272725, 0.42727272727272725, 0.42727272727272725, ...

[ -1, -1, -1, -1, 0, -1, -1, 1, -1, 0, -1, -1, -1, -1, 1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, 0.17, -1, -1, -1, -1, -1, -1, -1, 0.33, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, ...

[ 0, 0, 0, 0, 2, 0, 0, 1, 0, 1, 0, 0, 0, 0, 2, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 6, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0...

VUILD107MF_aaaaobnn-1

T7

[ [ 0, 0, 78.74015808105469, 0, 236.22047424316406, 0, 0, 0, 0, 0, 0, 0, 0, 0, 78.74015808105469, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 236.22047424316406, 0, 0, 0, 0, 0, ...

train

aaaaobnp-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaaobnp-1

[ "XBP1", "SCGB1A1", "MUC5B", "CCN2", "FCGBP", "WFDC2", "HLA-DRA", "EPCAM", "HIST1H1C", "C20orf85", "AGR3", "FOXJ1", "NUCB2", "ERLEC1", "SEC11C", "GCLM", "MGST1", "HES1", "SPCS2", "DMBT1", "SOX2", "PDIA3", "UBE2J1", "ITGB1", "ATF4", "LYZ", "SOD2", "HERPUD1", "GZ...

[ 9, 7, 3, 6, 619, 488, 388, 76, 212, 610, 263, 194, 260, 67, 22, 227, 408, 197, 490, 231, 369, 255, 531, 177, 527, 426, 594, 306, 46, 357, 526, 254, 248, 247, 603, 468, 454, 409, 310, 308, 317, 173, 14, 178, 530, 296, 621, ...

[ [ 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,...

Ciliated

VUILD107MF

[ 1, 1, 1, 0.8714285714285716, 0.8714285714285716, 0.7428571428571429, 0.6142857142857143, 0.48571428571428577, 0.3571428571428572, 0.3571428571428572, 0.3571428571428572, 0.3571428571428572, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286, 0.228571428571...

[ -1, -1, 0, -1, 0.33, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 0.33, -1, -1, -1, -1, -1, -1, -1, 0.56, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, ...

[ 0, 0, 1, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 9, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0...

VUILD107MF_aaaaobnp-1

T7

[ [ 0, 46.511627197265625, 46.511627197265625, 0, 0, 46.511627197265625, 0, 0, 0, 0, 0, 0, 0, 46.511627197265625, 186.0465087890625, 0, 0, 0, 0, 0, 0, 0, 46.511627197265625, 0, 0, 0, 0, 0, 0, 0, ...

train

aaaabcdl-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaabcdl-1

[ "JCHAIN", "VIM", "SFRP2", "LUM", "COL3A1", "HLA-DRA", "COL1A1", "PTGDS", "STAT1", "UBE2J1", "PECAM1", "XBP1", "SCGB1A1", "SPARCL1", "ATF4", "LYZ", "DCN", "SELENOS", "SEC11C", "COL1A2", "RNASE1", "HERPUD1", "CCL18", "CD68", "ITGB1", "CST3", "FCGR3A", "TOP1", "D...

[ 9, 7, 3, 6, 310, 603, 502, 353, 136, 263, 134, 454, 542, 594, 431, 619, 488, 530, 46, 357, 169, 494, 490, 135, 469, 254, 71, 102, 306, 147, 214, 580, 178, 221, 80, 340, 618, 13, 97, 328, 45, 526, 410, 225, 532, 468, 14, 51...

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

Macrophages

VUILD107MF

[ 1, 0.9, 0.8, 0.8, 0.8, 0.7000000000000001, 0.6, 0.5, 0.5, 0.5, 0.5, 0.4, 0.4, 0.4, 0.4, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.30000000000000004, 0.300000000000...

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

[ 0, 1, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 4, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 1, 0, 0, 0, 1, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 3, 0, 0, 0, 0, 0, 0...

VUILD107MF_aaaabcdl-1

T9

[ [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 58.82352828979492, 0, 0, 0, 0, 176.4705810546875, 0, 0, 0, 58.82352828979492, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 58.82352828979492, 0, 0...

train

aaaaoced-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaaoced-1

[ "VIM", "COL1A1", "LUM", "PTGDS", "JCHAIN", "COL1A2", "CST3", "DCN", "HERPUD1", "SFRP2", "XBP1", "FKBP11", "CD44", "CD3E", "ATF4", "NUCB2", "GZMA", "COL15A1", "LGALS1", "SFRP4", "TRAC", "SPCS3", "COL3A1", "ITM2C", "ITGB1", "SPARCL1", "SOD2", "EMG1", "PDIA6", ...

[ 9, 7, 3, 6, 603, 134, 353, 454, 310, 135, 147, 169, 254, 502, 619, 224, 100, 95, 46, 408, 248, 133, 336, 503, 585, 532, 136, 309, 306, 530, 526, 191, 428, 427, 250, 531, 105, 110, 513, 438, 450, 490, 409, 221, 149, 426, 621,...

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T-cells

VUILD107MF

[ 1, 0.9249999999999999, 0.85, 0.7749999999999999, 0.7, 0.625, 0.5499999999999999, 0.5499999999999999, 0.475, 0.4, 0.32499999999999996, 0.25, 0.25, 0.25, 0.25, 0.25, 0.175, 0.175, 0.175, 0.175, 0.175, 0.175, 0.175, 0.175, 0.175, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1,...

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

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 3, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 3, 0, 0, 0, 1, 0, 0, 1, 0...

VUILD107MF_aaaaoced-1

T9

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

train

aaaaobkl-1

[ "ABCC2", "ACKR1", "ACTA2", "AGER", "AGR3", "AIF1", "AKR1B10", "AKR1C1", "AKR1C2", "ANKRD28", "APLN", "APLNR", "ASCL1", "ATF3", "ATF4", "ATF6", "ATG7", "ATP2A3", "AXIN2", "AXL", "BANK1", "BAX", "BCL2", "BCL2L1", "BCL2L11", "BMP4", "BMPR2", "BPIFA1", "C1QC", "...

aaaaobkl-1

[ "MEG3", "FN1", "LUM", "COL3A1", "VIM", "SCGB1A1", "HLA-DRA", "COL1A1", "COL1A2", "SPARCL1", "CST3", "SFRP2", "STAT1", "ITGB1", "SOD2", "DCN", "YAP1", "ACTA2", "SFRP4", "AIF1", "PTGDS", "ICAM1", "GSR", "CD34", "HERPUD1", "HIST1H1C", "FKBP11", "HLA-DQB1", "STAT6...

[ 9, 7, 3, 6, 366, 225, 353, 136, 603, 488, 263, 134, 135, 530, 147, 502, 542, 306, 526, 169, 620, 14, 503, 23, 454, 275, 247, 92, 254, 260, 224, 262, 544, 221, 76, 272, 433, 519, 95, 336, 425, 424, 46, 171, 597, 26, 426, 58...

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

Peribronchial FBs

VUILD107MF

[ 1, 1, 0.8714285714285716, 0.8714285714285716, 0.7428571428571429, 0.7428571428571429, 0.6142857142857143, 0.6142857142857143, 0.48571428571428577, 0.48571428571428577, 0.3571428571428572, 0.3571428571428572, 0.3571428571428572, 0.2285714285714286, 0.2285714285714286, 0.2285714285714286...

[ -1, -1, 0.5, -1, -1, 0.5, -1, 1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1, -1, 0, -1...

[ 0, 0, 2, 0, 0, 2, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0...

VUILD107MF_aaaaobkl-1

T9