Search is not available for this dataset
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 |
|---|---|---|---|---|---|---|---|---|---|---|
[
[
0,
0,
0,
0,
36.3636360168457,
0,
0,
0,
0,
0,
0,
0,
0,
36.3636360168457,
181.81817626953125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
36.3636360168457,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaamln-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaamln-1 | [
"PGC",
"SFTPD",
"SFTPC",
"NAPSA",
"CD44",
"MGST1",
"VIM",
"EPAS1",
"HSPA5",
"PDIA4",
"DMBT1",
"NUCB2",
"ITGB1",
"SFTA2",
"ATF4",
"LAMP3",
"NKX2-1",
"RHOA",
"GSR",
"DUOX1",
"XBP1",
"YAP1",
"HLA-DRA",
"HIST1H1C",
"EPCAM",
"GKN2",
"PDIA3",
"RNASE1",
"CFTR",
"SE... | [
8,
7,
3,
6,
433,
507,
506,
394,
100,
369,
603,
193,
272,
427,
177,
408,
306,
504,
46,
332,
404,
468,
247,
180,
619,
620,
263,
260,
194,
234,
426,
469,
120,
494,
490,
301,
273,
531,
442,
438,
184,
602,
266,
258,
519,
102,
384... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
1,
1,
1,
0,
0,
1,
0,
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,... | AT2 | THD0011 | [
1,
0.9249999999999999,
0.85,
0.7749999999999999,
0.7749999999999999,
0.7,
0.7,
0.625,
0.5499999999999999,
0.5499999999999999,
0.475,
0.475,
0.475,
0.4,
0.4,
0.4,
0.4,
0.4,
0.32499999999999996,
0.32499999999999996,
0.32499999999999996,
0.32499999999999996,
0.32499999999999... |
[
[
0,
0,
86.9565200805664,
0,
0,
0,
0,
0,
0,
86.9565200805664,
0,
0,
0,
0,
0,
0,
0,
173.9130401611328,
0,
0,
0,
86.9565200805664,
0,
0,
86.9565200805664,
0,
0,
0,
0,
0,
0,
0,
0,
608... | train | aaaaaabi-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaabi-1 | [
"VIM",
"MARCO",
"HSPA5",
"CCL2",
"PLIN2",
"CD44",
"HLA-DRA",
"PKM",
"PTPRC",
"LYZ",
"HIST1H1C",
"HIF1A",
"S100A9",
"CD2",
"HLA-DQA1",
"CST3",
"TRAC",
"CD3G",
"TGFB1",
"ATP2A3",
"CD4",
"CD68",
"PDIA3",
"PDIA4",
"MRC1",
"NFKB1",
"HYOU1",
"MYDGF",
"ITGB1",
"GPR... | [
8,
7,
3,
6,
603,
362,
272,
72,
442,
100,
263,
438,
456,
357,
260,
258,
481,
85,
261,
147,
585,
96,
556,
50,
97,
102,
426,
427,
379,
400,
273,
390,
306,
242,
266,
87,
371,
483,
532,
224,
294,
231,
31,
350,
302,
14,
346,
296... | [
[
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Proliferating Lymphoid | THD0011 | [
1,
0.85,
0.7,
0.7,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
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,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
0,
92.59259033203125,
0,
92.59259033203125,
0,
92.59259033203125,
0,
0,
0,
0,
0,
0,
92.59259033203125,
0,
0,
0,
0,
92.59259033203125,
0,
0,
0,
92.59259033203125,
92.59259033203125,
0,
0,
0,
0,... | train | aaaaaohb-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaohb-1 | [
"VIM",
"EPAS1",
"SPARCL1",
"RHOA",
"MEG3",
"LUM",
"PLIN2",
"ITGB1",
"SFTPD",
"PDGFRB",
"FAS",
"KDR",
"CEACAM6",
"HES1",
"HIF1A",
"CA4",
"IL7R",
"ITGAV",
"MSLN",
"HLA-DQA1",
"HIST1H1C",
"NUCB2",
"AIF1",
"RNASE1",
"HERPUD1",
"CTNNB1",
"PECAM1",
"CD4",
"SMAD4",
... | [
8,
7,
3,
6,
603,
193,
530,
468,
366,
353,
442,
306,
507,
425,
206,
312,
117,
255,
258,
68,
294,
304,
384,
261,
260,
408,
23,
469,
254,
151,
431,
97,
519,
526,
473,
523,
369,
404,
400,
224,
225,
26,
118,
263,
266,
490,
273,
... | [
[
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,... | Proliferating Endothelial | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0... |
[
[
0,
0,
0,
0,
0,
0,
0,
163.93443298339844,
0,
0,
0,
0,
0,
0,
81.96721649169922,
0,
163.93443298339844,
0,
0,
0,
0,
0,
0,
81.96721649169922,
0,
0,
0,
0,
81.96721649169922,
0,
0,
0,
0,
... | train | aaaaaabl-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaabl-1 | [
"VIM",
"HLA-DRA",
"LYZ",
"PLIN2",
"MARCO",
"PGC",
"MS4A7",
"HMOX1",
"PECAM1",
"CD44",
"ITGB1",
"SOD2",
"LGALS1",
"TGFB1",
"FCER1G",
"EPAS1",
"HLA-DQA1",
"AKR1C1",
"STAT6",
"ATG7",
"SSR3",
"CTNNB1",
"SFTPC",
"SFTPD",
"CXCR4",
"EPCAM",
"FCGR3A",
"CEACAM6",
"HIF1... | [
8,
7,
3,
6,
603,
263,
357,
442,
362,
433,
383,
266,
431,
100,
306,
526,
336,
556,
211,
193,
261,
26,
544,
48,
541,
151,
506,
507,
163,
194,
214,
117,
258,
260,
191,
619,
513,
618,
272,
276,
594,
379,
102,
390,
427,
437,
438,... | [
[
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,... | SPP1+ Macrophages | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0... |
[
[
0,
0,
65.78947448730469,
0,
0,
65.78947448730469,
0,
0,
0,
0,
0,
0,
0,
0,
65.78947448730469,
65.78947448730469,
197.36842346191406,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
986.8... | train | aaaaaopp-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaopp-1 | [
"VIM",
"CCL18",
"HLA-DRA",
"MARCO",
"HSPA5",
"PLIN2",
"ITGAX",
"IDH1",
"FCER1G",
"HMOX1",
"PDIA6",
"CD44",
"MRC1",
"ATG7",
"RHOA",
"PDIA4",
"RNASE1",
"CD68",
"CST3",
"EPAS1",
"LYZ",
"CCL2",
"PKM",
"TOP1",
"HLA-DQA1",
"PPARG",
"PDIA3",
"SPCS2",
"CRELD2",
"OAS... | [
8,
7,
3,
6,
603,
71,
263,
362,
272,
442,
305,
276,
211,
266,
428,
100,
379,
48,
468,
427,
469,
102,
147,
193,
357,
72,
438,
580,
261,
448,
426,
531,
144,
411,
383,
513,
116,
389,
490,
151,
136,
137,
481,
408,
403,
253,
303,
... | [
[
0,
1,
1,
1,
1,
1,
0,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SPP1+ Macrophages | THD0011 | [
1,
0.9,
0.8,
0.8,
0.8,
0.7000000000000001,
0.6,
0.5,
0.5,
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,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
0,
275.2293701171875,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
275.2293701171875,
183.48623657226562,
0,
0,
0,
458.715576171875,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0... | train | aaaaaohk-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaohk-1 | [
"SFTPD",
"RTKN2",
"CEACAM6",
"BCL2L1",
"ITGB1",
"PDIA3",
"AXIN2",
"AGER",
"RNASE1",
"XBP1",
"DUOX1",
"FN1",
"SEC11C",
"MGST1",
"MSLN",
"STAT1",
"COL4A3",
"RHOA",
"SFTA2",
"NKX2-1",
"CST3",
"AXL",
"EPCAM",
"VEGFA",
"SPRY2",
"SOX4",
"SNAI2",
"FGF2",
"SPCS3",
"... | [
8,
7,
3,
6,
507,
473,
117,
58,
306,
426,
51,
21,
469,
619,
180,
225,
490,
369,
384,
542,
137,
468,
504,
404,
147,
52,
194,
602,
537,
528,
523,
220,
532,
324,
541,
420,
394,
260,
193,
438,
614,
596,
515,
514,
275,
580,
308,
... | [
[
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,... | AT1 | THD0011 | [
1,
1,
0.85,
0.7,
0.7,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
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,
0,
194.1747589111328,
0,
0,
0,
0,
194.1747589111328,
0,
0,
0,
0,
0,
0,
194.1747589111328,
0,
97.0873794555664,
0,
0,
0,
0,
97.0873794555664,
0,
0,
0,
0,
97.0873794555664,
0,
0,
0,
0,
... | train | aaaaaacg-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaacg-1 | [
"CCN2",
"VIM",
"FN1",
"SFTPD",
"ICAM1",
"HIST1H1C",
"COL3A1",
"DCN",
"MGST1",
"PDGFRA",
"COL1A2",
"EPAS1",
"CST3",
"AKR1C1",
"ATF4",
"ACTA2",
"PDGFRB",
"SEC11C",
"NHSL2",
"CD14",
"GCLM",
"STAT6",
"MANF",
"SSR3",
"NFKB1",
"CD68",
"SPCS2",
"SPARCL1",
"PDIA6",
... | [
8,
7,
3,
6,
76,
603,
225,
507,
275,
260,
136,
169,
369,
424,
135,
193,
147,
26,
46,
14,
425,
490,
401,
80,
231,
544,
360,
541,
400,
102,
531,
530,
428,
516,
221,
519,
526,
483,
532,
254,
431,
352,
438,
426,
302,
197,
620,
... | [
[
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,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Alveolar FBs | THD0011 | [
1,
0.85,
0.7,
0.5499999999999999,
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,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
84.74576568603516,
254.2373046875,
0,
84.74576568603516,
0,
0,
0,
0,
0,
0,
254.2373046875,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaamjl-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaamjl-1 | [
"VIM",
"LYZ",
"MARCO",
"HLA-DRA",
"PLIN2",
"CD44",
"BCL2L1",
"PPARG",
"SOD2",
"RHOA",
"ATF4",
"ITGB1",
"GSR",
"CD68",
"HSPA5",
"PDIA6",
"XBP1",
"NUTF2",
"MS4A7",
"TGFB1",
"HLA-DQB1",
"HLA-DQA1",
"STAT6",
"HIST1H1C",
"SLC1A3",
"DDIT3",
"CTNNB1",
"FCER1G",
"COL1... | [
8,
7,
3,
6,
603,
357,
362,
263,
442,
100,
58,
448,
526,
468,
46,
306,
247,
102,
272,
428,
619,
409,
383,
556,
262,
261,
544,
260,
513,
171,
151,
211,
134,
490,
264,
349,
369,
433,
45,
48,
594,
602,
276,
618
] | [
[
0,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
[
1,
0,
1,
0... | SPP1+ Macrophages | THD0011 | [
1,
0.85,
0.7,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
0,
0,
0,
225.2252197265625,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
45.0450439453125,
0,
45.0450439453125,
0,
0,
0,
0,
0,
0,
0,
0,
90.090087890625,
90.090087890625,
... | train | aaaaamlb-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaamlb-1 | [
"VIM",
"HMOX1",
"SPP1",
"PDIA4",
"HLA-DRA",
"CD68",
"FCER1G",
"PDIA3",
"PKM",
"RHOA",
"HYOU1",
"MARCO",
"AIF1",
"IDH1",
"PLIN2",
"GPR183",
"SLC1A3",
"S100A9",
"XBP1",
"HSPA5",
"MRC1",
"EHMT1",
"CD44",
"HIF1A",
"SPCS3",
"ITGAX",
"GCLM",
"NFKB1",
"TREM2",
"TGF... | [
8,
7,
3,
6,
603,
266,
536,
427,
263,
102,
211,
426,
438,
468,
273,
362,
23,
276,
442,
242,
513,
481,
619,
272,
379,
184,
100,
258,
532,
305,
231,
400,
586,
556,
202,
360,
357,
71,
72,
144,
151,
480,
294,
433,
428,
191,
247,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
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,... | SPP1+ Macrophages | THD0011 | [
1,
0.9181818181818181,
0.8363636363636363,
0.7545454545454545,
0.6727272727272727,
0.6727272727272727,
0.6727272727272727,
0.5909090909090909,
0.5909090909090909,
0.509090909090909,
0.509090909090909,
0.509090909090909,
0.42727272727272725,
0.42727272727272725,
0.42727272727272725,
0.3... |
[
[
0,
0,
52.356021881103516,
0,
0,
78.5340347290039,
0,
0,
0,
0,
0,
0,
0,
0,
52.356021881103516,
0,
26.178010940551758,
0,
0,
26.178010940551758,
0,
26.178010940551758,
26.178010940551758,
0,
0,
0,
0,
0,
... | train | aaaaapdf-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaapdf-1 | [
"VIM",
"HMOX1",
"HLA-DRA",
"LYZ",
"PLIN2",
"FCER1G",
"IDH1",
"CCL2",
"CD68",
"SPP1",
"GSR",
"RNASE1",
"MARCO",
"HSPA5",
"XBP1",
"EPAS1",
"PDIA3",
"CD44",
"HLA-DQA1",
"SOD2",
"CTNNB1",
"ITGB1",
"CST3",
"RHOA",
"PDIA6",
"PDIA4",
"GCLM",
"HYOU1",
"PKM",
"CD14",... | [
8,
7,
3,
6,
603,
266,
263,
357,
442,
211,
276,
72,
102,
536,
247,
469,
362,
272,
619,
193,
426,
100,
261,
526,
151,
306,
147,
468,
428,
427,
231,
273,
438,
80,
336,
242,
23,
490,
275,
101,
379,
383,
516,
431,
481,
448,
411,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
0,
1,
1,
1,
0,
1,
0,
0,
1,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SPP1+ Macrophages | THD0011 | [
1,
0.9400000000000001,
0.88,
0.8200000000000001,
0.76,
0.7000000000000001,
0.7000000000000001,
0.64,
0.5800000000000001,
0.52,
0.4600000000000001,
0.4600000000000001,
0.4600000000000001,
0.4600000000000001,
0.4,
0.4,
0.4,
0.34,
0.34,
0.34,
0.34,
0.28,
0.28,
0.28,
0.28... |
[
[
0,
0,
0,
0,
0,
392.1568603515625,
0,
0,
0,
0,
0,
0,
0,
0,
98.03921508789062,
0,
0,
98.03921508789062,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
294.1176452636719,
98.039215087890... | train | aaaaapdj-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaapdj-1 | [
"VIM",
"HMOX1",
"PLIN2",
"HSPA5",
"IDH1",
"CD44",
"AIF1",
"HLA-DRA",
"FCER1G",
"RHOA",
"CCL18",
"SPCS2",
"PDIA4",
"PDIA3",
"GSR",
"XBP1",
"NUCB2",
"DDIT3",
"STAT6",
"HYOU1",
"HERPUD1",
"COL1A1",
"SOD2",
"LYZ",
"HMGA1",
"MARCO",
"GCLM",
"CCL2",
"EHMT1",
"CD14... | [
8,
7,
3,
6,
603,
266,
442,
272,
276,
100,
23,
263,
211,
468,
71,
531,
427,
426,
247,
619,
408,
171,
544,
273,
254,
134,
526,
357,
264,
362,
231,
72,
184,
80,
490,
363,
275,
306,
438,
444,
193,
46,
515,
50,
514,
214,
410
] | [
[
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
[
0... | SPP1+ Macrophages | THD0011 | [
1,
0.85,
0.7,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
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,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
114.9425277709961,
0,
0,
0,
0,
0,
0,
0,
0,
114.9425277709961,
0,
0,
114.9425277709961,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
229... | train | aaaaaoha-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaoha-1 | [
"PTGDS",
"SOD2",
"VIM",
"HIST1H1C",
"FN1",
"EPAS1",
"RHOA",
"SFTA2",
"RTKN2",
"CCN2",
"ITGB1",
"LUM",
"HERPUD1",
"MAL",
"ICAM1",
"YAP1",
"PKM",
"KDR",
"EPCAM",
"SPARCL1",
"NAPSA",
"SPCS3",
"HIF1A",
"SAA2",
"CD44",
"SELENOS",
"CEACAM6",
"CD34",
"ITGB6",
"DCN"... | [
8,
7,
3,
6,
454,
526,
603,
260,
225,
193,
468,
504,
473,
76,
306,
353,
254,
358,
275,
620,
438,
312,
194,
530,
394,
532,
258,
483,
100,
494,
117,
92,
308,
169,
424,
612,
594,
590,
324,
191,
597,
301,
177,
304,
433,
61,
280,
... | [
[
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,
0,
0,
0,
0,
0,
0,
0,
0,
0
... | Fibroblasts | THD0011 | [
1,
0.85,
0.85,
0.7,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0... |
[
[
107.5268783569336,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
537.6343994140625,
0,
0,
0,
0,
0,
0,
0,
0,
107.5268783569336,
0,
0,
107.5268783569336,
0,
0,
0,
322.58062744140625,
0,
0,
... | train | aaaaapbk-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaapbk-1 | [
"EPAS1",
"VIM",
"PECAM1",
"ATF4",
"IL7R",
"HIST1H1C",
"SPARCL1",
"SFTPD",
"SFTPC",
"CA4",
"RNASE1",
"FCN3",
"WWTR1",
"FN1",
"FAS",
"ITGA3",
"ERLEC1",
"GSR",
"HERPUD1",
"DMBT1",
"HLA-DRA",
"ITGB1",
"MUC5B",
"KRT8",
"MAL",
"CD44",
"NAPSA",
"OAS3",
"PDIA6",
"PL... | [
8,
7,
3,
6,
193,
603,
431,
46,
294,
260,
530,
507,
506,
68,
469,
217,
618,
225,
206,
301,
197,
247,
254,
177,
263,
306,
388,
328,
358,
100,
394,
411,
428,
442,
522,
526,
537,
590,
619,
312,
89,
10,
58,
72,
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,
0,
0,
0,
0
],
[
1,
0,
1... | gCap | THD0011 | [
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,
0.1,
0.1,
0.1,
0... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
208.3333282470703,
0,
0,
0,
0,
0,
0,
0,
104.16666412353516,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
104.16666412353516,
0... | train | aaaaaaij-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaaij-1 | [
"VIM",
"CD8A",
"HLA-DRA",
"LYZ",
"CST3",
"ITGB1",
"JCHAIN",
"LUM",
"IL7R",
"XBP1",
"HIST1H1C",
"ATF4",
"HMGA1",
"PDIA4",
"PCNA",
"SOD2",
"CD2",
"GZMA",
"CSPG4",
"HLA-DQA1",
"CD8B",
"HERPUD1",
"FCN3",
"CDK1",
"FCGBP",
"EMG1",
"DCN",
"CXCR4",
"COL3A1",
"FKBP11... | [
8,
7,
3,
6,
603,
110,
263,
357,
147,
306,
310,
353,
294,
619,
260,
46,
264,
427,
420,
526,
85,
248,
146,
261,
111,
254,
217,
114,
212,
191,
169,
163,
136,
224,
193,
326,
100,
596,
581,
544,
542,
541,
504,
494,
302,
490,
468,... | [
[
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | T-cells | THD0011 | [
1,
0.82,
0.64,
0.64,
0.64,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1... |
[
[
0,
0,
210.5263214111328,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
315.78948974609375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
105.2631607055664,
0,
210.5263214111328,
0,
0,
0,
105.2631607055664,
0,
0,
... | train | aaaaaaji-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaaji-1 | [
"VIM",
"FCN3",
"EPAS1",
"LUM",
"PECAM1",
"IL7R",
"ATF4",
"PDIA3",
"SOD2",
"HIST1H1C",
"DCN",
"COL1A2",
"XBP1",
"SELENOS",
"RHOA",
"BMPR2",
"PTGDS",
"ACTA2",
"CD34",
"FN1",
"JCHAIN",
"GSR",
"HERPUD1",
"TTC19",
"ITM2C",
"YAP1",
"ITGA3",
"WFDC2",
"KLRC1",
"CD27... | [
8,
7,
3,
6,
603,
217,
193,
353,
431,
294,
46,
426,
526,
260,
169,
135,
619,
494,
468,
61,
454,
14,
92,
225,
310,
247,
254,
590,
309,
620,
301,
610,
317,
89,
618,
519,
531,
542,
544,
263,
76,
621,
59,
68
] | [
[
0,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
[
1,
0,
1,
0... | gCap | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0... |
[
[
0,
0,
0,
0,
0,
101.01010131835938,
0,
0,
0,
0,
0,
0,
0,
0,
101.01010131835938,
0,
0,
0,
0,
0,
0,
101.01010131835938,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
808.080810546875,
101.010101318... | train | aaaaapaa-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaapaa-1 | [
"VIM",
"CCL18",
"PLIN2",
"HMOX1",
"HSPA5",
"MARCO",
"IL7R",
"ITGAX",
"PDIA4",
"FCER1G",
"ICAM1",
"IDH1",
"VEGFA",
"SNCA",
"LMAN1",
"PDIA6",
"RHOA",
"RNASE1",
"SFTPC",
"MS4A7",
"CD68",
"GPR183",
"SPCS3",
"HAVCR2",
"HERPUD1",
"SSR3",
"MYDGF",
"HLA-DRA",
"CTNNB1"... | [
8,
7,
3,
6,
603,
71,
442,
266,
272,
362,
294,
305,
427,
211,
275,
276,
602,
524,
346,
428,
468,
469,
506,
383,
102,
242,
532,
253,
254,
541,
390,
263,
151,
214,
72,
206,
426,
357,
273,
303,
336,
46,
620,
328,
23,
55
] | [
[
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
],
[
1,
0... | SPP1+ Macrophages | THD0011 | [
1,
0.85,
0.7,
0.7,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.25,
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,
0,
0,
41.15226364135742,
0,
123.456787109375,
0,
82.30452728271484,
0,
41.15226364135742,
0,
0,
0,
41.15226364135742,
246.91357421875,
0,
0,
82.30452728271484,
0,
0,
0,
0,
41.15226364135742,
0,
0,
0,
0,
... | train | aaaaapck-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaapck-1 | [
"VIM",
"FN1",
"SOD2",
"XBP1",
"CD44",
"PDGFRA",
"SPARCL1",
"CD3E",
"ATF4",
"LYZ",
"SFTPD",
"RHOA",
"CTNNB1",
"HMOX1",
"LUM",
"HLA-DRA",
"COL3A1",
"KRT18",
"ITGB1",
"COL1A2",
"PDIA4",
"PDIA3",
"DCN",
"ICAM1",
"RNASE1",
"PLIN2",
"PKM",
"AIF1",
"NAPSA",
"CD68",... | [
8,
7,
3,
6,
603,
225,
526,
619,
100,
424,
530,
95,
46,
357,
507,
468,
151,
266,
353,
263,
136,
324,
306,
135,
427,
426,
169,
275,
469,
442,
438,
23,
394,
102,
117,
163,
401,
334,
184,
456,
448,
433,
147,
620,
294,
618,
26,
... | [
[
0,
1,
1,
1,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | T-cells | THD0011 | [
1,
0.9,
0.8,
0.7000000000000001,
0.7000000000000001,
0.6,
0.6,
0.6,
0.6,
0.5,
0.5,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0... |
[
[
0,
0,
0,
0,
101.01010131835938,
0,
0,
0,
0,
0,
0,
0,
0,
101.01010131835938,
404.0404052734375,
101.01010131835938,
0,
0,
0,
0,
0,
0,
101.01010131835938,
0,
0,
0,
202.02020263671875,
0,
0,
0,
... | train | aaaaaond-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaond-1 | [
"VIM",
"PECAM1",
"EPAS1",
"KRT18",
"ATF4",
"EPCAM",
"CD274",
"HIST1H1C",
"CD44",
"BMPR2",
"YAP1",
"ITGA3",
"CTNNB1",
"RHOA",
"FN1",
"XBP1",
"WWTR1",
"PKM",
"FGF2",
"SPCS3",
"CD34",
"HLA-DRA",
"PGC",
"HERPUD1",
"SLC2A1",
"SFTPD",
"SFTPC",
"CFTR",
"MYDGF",
"CL... | [
8,
7,
3,
6,
603,
431,
193,
324,
46,
194,
89,
260,
100,
61,
620,
301,
151,
468,
225,
619,
618,
438,
220,
532,
92,
263,
433,
254,
516,
507,
506,
120,
390,
126,
135,
231,
184,
182,
480,
147,
536,
477,
180,
211,
473,
469,
424,
... | [
[
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.82,
0.82,
0.64,
0.64,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
34.60207748413086,
0,
0,
0,
0,
103.80622863769531,
138.40830993652344,
69.20415496826172,
0,
0,
0,
34.60207748413086,
138.40830993652344,
0,
69.20415496826172,
0,
0,
0,
0,
34.60207748413086,
0,
0,
0,
0,
... | train | aaaaapek-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaapek-1 | [
"VIM",
"LYZ",
"MARCO",
"CD68",
"HLA-DRA",
"PLIN2",
"IDH1",
"MS4A7",
"HMOX1",
"RHOA",
"SPCS3",
"PPARG",
"PKM",
"CD44",
"FCER1G",
"CCL18",
"C1QC",
"HLA-DQA1",
"ITGAX",
"PDIA3",
"ATF4",
"AKR1C2",
"PTPRC",
"HIST1H1C",
"AKR1C1",
"TGFB1",
"SOD2",
"HERPUD1",
"IFIT2",... | [
8,
7,
3,
6,
603,
357,
362,
102,
263,
442,
276,
383,
266,
468,
532,
448,
438,
100,
211,
71,
66,
261,
305,
426,
46,
27,
456,
260,
26,
556,
526,
254,
279,
258,
272,
369,
542,
544,
163,
363,
31,
80,
427,
519,
225,
411,
306,
59... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
1,
0,
0,
0,
0,
1,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | FABP4+ Macrophages | THD0011 | [
1,
0.9357142857142858,
0.8714285714285716,
0.8071428571428572,
0.7428571428571429,
0.6785714285714286,
0.6142857142857143,
0.6142857142857143,
0.55,
0.55,
0.48571428571428577,
0.4214285714285715,
0.4214285714285715,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.357142... |
[
[
0,
0,
165.2892608642578,
82.6446304321289,
82.6446304321289,
0,
0,
0,
0,
82.6446304321289,
0,
0,
0,
0,
82.6446304321289,
0,
0,
0,
82.6446304321289,
0,
0,
0,
0,
247.93389892578125,
0,
0,
82.6446304321289,
... | train | aaaaamna-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaamna-1 | [
"VIM",
"PDGFRB",
"SPARCL1",
"RHOA",
"YAP1",
"BCL2L1",
"SOD2",
"CSPG4",
"ITGB1",
"EPAS1",
"HES1",
"NAPSA",
"CCL18",
"PGC",
"ITGA3",
"HLA-DRA",
"CTNNB1",
"HSPA5",
"SFTPD",
"HYOU1",
"KDR",
"SPCS3",
"CCN2",
"ICAM1",
"MGST1",
"C1QC",
"IL7R",
"XBP1",
"ACTA2",
"ATF... | [
8,
7,
3,
6,
603,
425,
530,
468,
620,
58,
526,
146,
306,
193,
255,
394,
71,
433,
301,
263,
151,
272,
507,
273,
312,
532,
76,
275,
369,
66,
294,
619,
14,
46,
618,
111,
523,
519,
266,
515,
51,
504,
260,
31,
257,
253,
481,
383... | [
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SMCs | THD0011 | [
1,
0.82,
0.82,
0.64,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,... |
[
[
0,
0,
37.31343460083008,
0,
0,
111.9403076171875,
0,
74.62686920166016,
37.31343460083008,
0,
0,
0,
0,
0,
37.31343460083008,
0,
111.9403076171875,
0,
0,
0,
0,
37.31343460083008,
0,
0,
0,
0,
37.3134346008300... | train | aaaaamgb-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaamgb-1 | [
"VIM",
"FABP4",
"FN1",
"HLA-DRA",
"PLIN2",
"MARCO",
"HMOX1",
"PKM",
"LYZ",
"PDIA4",
"CD44",
"MGST1",
"FCER1G",
"MS4A7",
"HSPA5",
"MCEMP1",
"CD68",
"PPARG",
"STAT6",
"PDIA3",
"FCN3",
"MRC1",
"XBP1",
"HIST1H1C",
"RHOA",
"PECAM1",
"ATG7",
"IDH1",
"AIF1",
"HLA-D... | [
8,
7,
3,
6,
603,
202,
225,
263,
442,
362,
266,
438,
357,
427,
100,
369,
211,
383,
272,
363,
102,
448,
544,
426,
217,
379,
619,
260,
468,
431,
48,
276,
23,
261,
542,
253,
507,
280,
456,
26,
594,
273,
147,
305,
526,
101,
324,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | FABP4+ Macrophages | THD0011 | [
1,
0.9307692307692308,
0.8615384615384616,
0.7923076923076923,
0.7230769230769231,
0.6538461538461539,
0.5846153846153846,
0.5153846153846154,
0.5153846153846154,
0.4461538461538461,
0.4461538461538461,
0.4461538461538461,
0.3769230769230769,
0.3769230769230769,
0.3769230769230769,
0.3... |
[
[
0,
0,
210.5263214111328,
0,
0,
0,
0,
105.2631607055664,
0,
0,
0,
0,
0,
0,
0,
0,
0,
105.2631607055664,
0,
0,
0,
105.2631607055664,
0,
105.2631607055664,
0,
0,
210.5263214111328,
0,
0,
0,
315.... | train | aaaaaoog-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaoog-1 | [
"VIM",
"DMBT1",
"EPAS1",
"HIST1H1C",
"IL7R",
"PGC",
"ITGB1",
"FN1",
"CTNNB1",
"CD34",
"CA4",
"PECAM1",
"NAPSA",
"PDIA6",
"YAP1",
"IDH1",
"BMPR2",
"CD44",
"ACTA2",
"HERPUD1",
"SFTPD",
"HLA-DRA",
"MGST1",
"SOX4",
"CST3",
"CLDN5",
"COL1A2",
"S100A9",
"RNASE1",
... | [
8,
7,
3,
6,
603,
177,
193,
260,
294,
433,
306,
225,
151,
92,
68,
431,
394,
428,
620,
276,
61,
100,
14,
254,
507,
263,
369,
528,
147,
126,
135,
481,
469,
425,
427,
169,
171,
197,
526,
353,
530,
55,
324,
304,
26,
50,
618,
61... | [
[
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,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
... | gCap | THD0011 | [
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,
... |
[
[
0,
0,
73.52941131591797,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
294.1176452636719,
73.52941131591797,
73.52941131591797,
220.58822631835938,
0,
0,
0,
73.52941131591797,
0,
0,
0,
0,
73.52941131591797,
0,
0... | train | aaaaaonn-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaonn-1 | [
"VIM",
"IL7R",
"EPAS1",
"LUM",
"CD69",
"PDIA3",
"PECAM1",
"ATF4",
"CST3",
"CXCR4",
"CD2",
"HIST1H1C",
"HLA-DRA",
"ITGB1",
"PTPRC",
"ATP2A3",
"CD44",
"XBP1",
"STAT1",
"RHOA",
"TRAC",
"NAPSA",
"SEC11C",
"CD3D",
"PGC",
"PDIA4",
"FN1",
"GPR183",
"TGFB1",
"TNFRSF... | [
8,
7,
3,
6,
603,
294,
193,
353,
103,
426,
431,
46,
147,
163,
85,
260,
263,
306,
456,
50,
100,
619,
542,
468,
585,
394,
490,
94,
433,
427,
225,
242,
556,
574,
258,
224,
194,
586,
596,
150,
254,
273,
469,
284,
454,
444,
438,
... | [
[
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | T-cells | THD0011 | [
1,
0.85,
0.7,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
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,
0,
190.4761962890625,
0,
0,
0,
0,
95.23809814453125,
0,
0,
0,
95.23809814453125,
0,
0,
95.23809814453125,
0,
0,
0,
0,
95.23809814453125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
190.4761962890625,
... | train | aaaaaopo-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaopo-1 | [
"VIM",
"EPAS1",
"LUM",
"PECAM1",
"KDR",
"HIST1H1C",
"CLDN5",
"SFTPD",
"CD34",
"SPARCL1",
"IL7R",
"CA4",
"SOD2",
"RHOA",
"CTNNB1",
"FN1",
"CPA3",
"PDGFRB",
"HERPUD1",
"COL1A2",
"ACTA2",
"HMOX1",
"HES1",
"SAA2",
"CST3",
"CTHRC1",
"SFTPC",
"CD8A",
"RNASE1",
"SN... | [
8,
7,
3,
6,
603,
193,
353,
431,
312,
260,
126,
507,
92,
530,
294,
68,
526,
468,
151,
225,
142,
425,
254,
135,
14,
266,
255,
483,
147,
149,
506,
110,
469,
522,
182,
523,
433,
35,
426,
420,
410,
409,
217,
394,
238,
248,
369,
... | [
[
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | aCap | THD0011 | [
1,
0.85,
0.7,
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,
0.25,
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.... |
[
[
0,
0,
0,
0,
0,
0,
0,
101.01010131835938,
0,
0,
0,
0,
0,
0,
0,
101.01010131835938,
0,
0,
0,
0,
0,
0,
0,
101.01010131835938,
101.01010131835938,
0,
0,
0,
0,
0,
303.0303039550781,
0,
0,... | train | aaaaaoph-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaoph-1 | [
"VIM",
"SPARCL1",
"EPAS1",
"ITGB1",
"CCN2",
"PDGFRB",
"PECAM1",
"LUM",
"PDIA3",
"CA4",
"FCN3",
"TPSAB1",
"DCN",
"CTNNB1",
"HERPUD1",
"EHMT1",
"SMAD4",
"HIST1H1C",
"HSPA5",
"YAP1",
"SLC25A37",
"KDR",
"CD69",
"CD44",
"S100A8",
"PLPP5",
"IL7R",
"PKM",
"EPCAM",
... | [
8,
7,
3,
6,
603,
530,
193,
306,
76,
425,
431,
353,
426,
68,
217,
584,
169,
151,
254,
184,
519,
260,
272,
620,
514,
312,
103,
100,
480,
444,
294,
438,
194,
92,
411,
400,
238,
360,
358,
266,
335,
304,
177,
427,
454,
47,
59,
... | [
[
0,
0,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.8714285714285716,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.... |
[
[
0,
0,
44.05286407470703,
0,
88.10572814941406,
88.10572814941406,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
88.10572814941406,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
44.05286... | train | aaaaanic-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaanic-1 | [
"VIM",
"COL3A1",
"FN1",
"COL1A1",
"DMBT1",
"PGC",
"COL1A2",
"SOD2",
"SFTPC",
"MEG3",
"POSTN",
"LUM",
"ITGB1",
"PTGDS",
"CD44",
"SFTPD",
"RHOA",
"PDIA3",
"HERPUD1",
"SPARCL1",
"YAP1",
"HIST1H1C",
"DCN",
"MGST1",
"HSPA5",
"SEC11C",
"AXL",
"EPAS1",
"VEGFA",
"PD... | [
8,
7,
3,
6,
603,
136,
225,
134,
177,
433,
135,
526,
506,
366,
446,
353,
306,
454,
100,
507,
468,
426,
254,
530,
620,
260,
169,
369,
272,
490,
52,
193,
602,
427,
409,
23,
22,
619,
332,
523,
258,
494,
519,
255,
514,
504,
487,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Fibroblasts | THD0011 | [
1,
0.9099999999999999,
0.9099999999999999,
0.82,
0.73,
0.73,
0.64,
0.64,
0.64,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.37,
0.37,
0.28,
0.28,
0.28,
0.28,
0.28,
0.19,... |
[
[
0,
0,
99.50248718261719,
49.751243591308594,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
99.50248718261719,
0,
0,
0,
49.751243591308594,
0,
49.751243591308594,
0,
0,
0,
49.751243591308594,
0,
0,
0,
0,
0,
... | train | aaaaaopn-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaopn-1 | [
"VIM",
"SPARCL1",
"EPAS1",
"FN1",
"DCN",
"LUM",
"COL1A2",
"CTNNB1",
"CD34",
"PECAM1",
"SOD2",
"ITGB1",
"PGC",
"NUCB2",
"SFTPD",
"CD44",
"RHOA",
"PTGDS",
"PKM",
"NAPSA",
"ATF4",
"CST3",
"ACTA2",
"TTC19",
"GNG11",
"ICAM1",
"YAP1",
"IRF1",
"KDR",
"MGST1",
"CC... | [
8,
7,
3,
6,
603,
530,
193,
225,
169,
353,
135,
151,
92,
431,
526,
306,
433,
408,
507,
100,
468,
454,
438,
394,
46,
147,
14,
590,
238,
275,
620,
296,
312,
369,
76,
427,
494,
424,
519,
619,
506,
177,
184,
612,
197,
217,
594,
... | [
[
0,
1,
1,
1,
1,
1,
0,
1,
0,
0,
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,... | gCap | THD0011 | [
1,
0.9181818181818181,
0.8363636363636363,
0.7545454545454545,
0.6727272727272727,
0.5909090909090909,
0.509090909090909,
0.42727272727272725,
0.42727272727272725,
0.42727272727272725,
0.42727272727272725,
0.34545454545454546,
0.34545454545454546,
0.34545454545454546,
0.26363636363636367... |
[
[
0,
0,
0,
0,
0,
70.42253875732422,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
70.42253875732422,
0,
0,
70.42253875732422,
0,
0,
0,
0,
0,
0,
140.84507751464844,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaanid-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaanid-1 | [
"COL1A1",
"VIM",
"FN1",
"LUM",
"COL3A1",
"COL1A2",
"SPARCL1",
"POSTN",
"SOD2",
"MEG3",
"XBP1",
"CCN2",
"ITGB1",
"RNASE1",
"TGFB1",
"GKN2",
"WWTR1",
"BMPR2",
"SPRY2",
"RHOA",
"PDIA3",
"PTGDS",
"HMOX1",
"GSR",
"SPCS3",
"HIST1H1C",
"HERPUD1",
"MGST1",
"PDGFRA",
... | [
8,
7,
3,
6,
134,
603,
225,
353,
136,
135,
530,
446,
526,
366,
619,
76,
306,
469,
556,
234,
618,
61,
537,
468,
426,
454,
266,
247,
532,
260,
254,
369,
424,
507,
425,
394,
133,
427,
194,
146,
147,
205,
169,
100,
357,
433,
352,... | [
[
0,
1,
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,
0,
0,... | Fibroblasts | THD0011 | [
1,
0.9,
0.8,
0.7000000000000001,
0.7000000000000001,
0.6,
0.5,
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,
0.1,
0.1,
0.1,
0.1... |
[
[
0,
0,
301.2048034667969,
0,
0,
120.48192596435547,
0,
0,
0,
0,
0,
0,
0,
0,
180.72288513183594,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1... | train | aaaaanhp-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaanhp-1 | [
"LUM",
"VIM",
"COL3A1",
"PGC",
"FN1",
"PDIA3",
"COL1A2",
"ACTA2",
"YAP1",
"SFTPC",
"PTGDS",
"CCN2",
"COL1A1",
"DCN",
"RNASE1",
"ITGB1",
"DMBT1",
"PKM",
"ATF4",
"LYZ",
"PDGFRA",
"GKN2",
"MS4A7",
"HERPUD1",
"SOD2",
"SPARCL1",
"CD14",
"PDIA4",
"CTNNB1",
"CD44",... | [
8,
7,
3,
6,
353,
603,
136,
433,
225,
426,
135,
14,
620,
506,
454,
76,
134,
169,
469,
306,
177,
438,
46,
357,
424,
234,
383,
254,
526,
530,
80,
427,
151,
100,
23,
304,
120,
102,
379,
109,
247,
507,
336,
490,
597,
600,
405,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Fibroblasts | THD0011 | [
1,
0.9,
0.8,
0.7000000000000001,
0.7000000000000001,
0.6,
0.6,
0.5,
0.4,
0.4,
0.4,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.2,
0.2,
0.2,
0.2,
... |
[
[
0,
0,
1074.3802490234375,
0,
0,
0,
0,
0,
0,
82.6446304321289,
0,
0,
0,
0,
82.6446304321289,
0,
0,
0,
0,
0,
0,
0,
0,
165.2892608642578,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | train | aaaaaneg-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaneg-1 | [
"VIM",
"ACTA2",
"FN1",
"PKM",
"ITGB1",
"CCN2",
"CTNNB1",
"SPARCL1",
"EPAS1",
"PECAM1",
"COL3A1",
"RHOA",
"CSPG4",
"BCL2L1",
"PRDX4",
"SLC25A4",
"UBE2J1",
"ZEB1",
"PDIA6",
"ANKRD28",
"CD2",
"LGALS1",
"SELENOS",
"STAT6",
"COL1A2",
"HIF1A",
"ATF4",
"RAMP2",
"TGFB... | [
8,
7,
3,
6,
603,
14,
225,
438,
306,
76,
151,
530,
193,
431,
136,
468,
146,
58,
450,
515,
594,
621,
428,
31,
85,
336,
494,
544,
135,
258,
46,
459,
556,
100,
408,
264,
597,
433,
254,
620,
231,
426,
448,
301
] | [
[
0,
1,
1,
0,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
[
1,
0,
1,
0... | SMCs | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
... |
[
[
0,
0,
122.69938659667969,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
184.049072265625,
0,
0,
0,
0,
61.349693298339844,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
36... | train | aaaaapaf-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaapaf-1 | [
"VIM",
"SPARCL1",
"FN1",
"SOD2",
"CCN2",
"LUM",
"SFTPD",
"EPAS1",
"ITGB1",
"PECAM1",
"COL1A2",
"DCN",
"COL3A1",
"SFTPC",
"PDIA3",
"ATF4",
"CD44",
"PTGDS",
"PGC",
"NAPSA",
"IL7R",
"HERPUD1",
"DMBT1",
"HSPA5",
"GCLM",
"COL1A1",
"PDGFRA",
"ACTA2",
"PDGFRB",
"SO... | [
8,
7,
3,
6,
603,
530,
225,
526,
76,
353,
507,
193,
306,
431,
135,
169,
136,
506,
426,
46,
100,
454,
433,
394,
294,
254,
177,
272,
231,
134,
424,
14,
425,
528,
531,
369,
504,
221,
206,
197,
536,
238,
157,
551,
151,
147,
532,
... | [
[
0,
1,
1,
0,
0,
1,
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,... | Fibroblasts | THD0011 | [
1,
0.8875,
0.775,
0.6625,
0.6625,
0.6625,
0.6625,
0.6625,
0.55,
0.55,
0.55,
0.55,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
... |
[
[
0,
0,
76.33587646484375,
0,
0,
38.167938232421875,
0,
0,
0,
38.167938232421875,
0,
0,
0,
0,
76.33587646484375,
0,
0,
0,
76.33587646484375,
0,
0,
0,
0,
38.167938232421875,
0,
0,
0,
0,
0,
0,
0... | train | aaaaanem-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaanem-1 | [
"SFTPC",
"SFTPD",
"PGC",
"DMBT1",
"MGST1",
"VIM",
"CD44",
"RHOA",
"HLA-DRA",
"LAMP3",
"SOD2",
"NAPSA",
"SPARCL1",
"CTNNB1",
"PDIA3",
"XBP1",
"KRT8",
"ITGB6",
"ITGB1",
"RNASE1",
"IDH1",
"STAT1",
"DUOX1",
"EPAS1",
"EPCAM",
"PRDX4",
"PKM",
"HMOX1",
"FCGR3A",
"S... | [
8,
7,
3,
6,
506,
507,
433,
177,
369,
603,
100,
468,
263,
332,
526,
394,
530,
151,
426,
619,
328,
308,
306,
469,
276,
542,
180,
193,
194,
450,
438,
266,
214,
504,
272,
46,
182,
261,
404,
490,
51,
76,
135,
136,
620,
618,
14,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
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,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9181818181818181,
0.8363636363636363,
0.7545454545454545,
0.6727272727272727,
0.6727272727272727,
0.5909090909090909,
0.5909090909090909,
0.5909090909090909,
0.5909090909090909,
0.5909090909090909,
0.509090909090909,
0.42727272727272725,
0.42727272727272725,
0.42727272727272725,
0... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
173.9130401611328,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
86.9565200805664,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
260.86956787109375,
... | train | aaaaapbb-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaapbb-1 | [
"VIM",
"EPAS1",
"SOD2",
"PECAM1",
"LUM",
"HERPUD1",
"CCN2",
"SFTPD",
"RNASE1",
"IL7R",
"PDIA3",
"PDGFRA",
"STAT1",
"SSR3",
"CST3",
"COL1A2",
"ATF4",
"SPARCL1",
"XBP1",
"HYOU1",
"WWTR1",
"HIST1H1C",
"CD34",
"ITGB1",
"PKM",
"PTGDS",
"RAMP2",
"CD86",
"SFTA2",
"... | [
8,
7,
3,
6,
603,
193,
526,
431,
353,
254,
76,
507,
469,
294,
426,
424,
542,
541,
147,
135,
46,
530,
619,
273,
618,
260,
92,
306,
438,
454,
459,
109,
504,
468,
490,
151,
177,
197,
184,
309,
304,
301,
293,
346,
357,
263,
258,
... | [
[
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.85,
0.85,
0.7,
0.7,
0.5499999999999999,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
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,
0,
128.2051239013672,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
192.30767822265625,
0,
0,
0,
0,
0,
64.1025619506836,
0,
0,
0,
0,
0,
64.1025619506836,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | train | aaaaanfc-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaanfc-1 | [
"COL3A1",
"VIM",
"COL1A2",
"FN1",
"PTGDS",
"ITGB1",
"LUM",
"SPARCL1",
"SOD2",
"CCN2",
"COL1A1",
"PDIA3",
"TGFB1",
"ATF4",
"DCN",
"RHOA",
"HYOU1",
"FAS",
"PDGFRA",
"SSR3",
"MGST1",
"EPAS1",
"ACTA2",
"STAT6",
"PDIA4",
"SPCS3",
"CTNNB1",
"SFTPD",
"SFTPC",
"FGF7... | [
8,
7,
3,
6,
136,
603,
135,
225,
454,
306,
353,
530,
526,
76,
134,
426,
556,
46,
169,
468,
273,
206,
424,
541,
369,
193,
14,
544,
427,
532,
151,
507,
506,
221,
147,
523,
513,
366,
184,
336,
61,
54,
278,
590,
614,
346,
266,
... | [
[
0,
1,
1,
1,
1,
1,
1,
0,
1,
0,
1,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
... | Fibroblasts | THD0011 | [
1,
0.9181818181818181,
0.8363636363636363,
0.7545454545454545,
0.6727272727272727,
0.5909090909090909,
0.509090909090909,
0.42727272727272725,
0.34545454545454546,
0.34545454545454546,
0.34545454545454546,
0.34545454545454546,
0.26363636363636367,
0.26363636363636367,
0.26363636363636367... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
263.15789794921875,
0,
0,
0,
0,
0,
0,
0,
0,
0,
131.57894897460938,
0,
0,
0,
0,
0,
0,
... | train | aaaaapbe-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaapbe-1 | [
"SPARCL1",
"EPAS1",
"VIM",
"IRF1",
"RHOA",
"CTNNB1",
"PLIN2",
"BCL2L1",
"TGFB1",
"HIF1A",
"CLDN5",
"SPCS3",
"PECAM1",
"KDR",
"ITGA3",
"SFTPC",
"SOX4",
"NFKB1",
"FN1",
"HERPUD1",
"SMAD4",
"CCL2",
"CD44",
"RTKN2",
"HSPA5",
"SPCS2",
"LGR5",
"CST3",
"ICAM1",
"IT... | [
8,
7,
3,
6,
530,
193,
603,
296,
468,
151,
442,
58,
556,
258,
126,
532,
431,
312,
301,
506,
528,
400,
225,
254,
519,
72,
100,
473,
272,
531,
340,
147,
275,
304,
597,
620,
191,
184
] | [
[
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,
1,
0,
0,
0... | aCap | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.... |
[
[
0,
0,
76.92308044433594,
0,
0,
0,
0,
76.92308044433594,
0,
76.92308044433594,
0,
0,
0,
0,
0,
0,
0,
76.92308044433594,
0,
0,
0,
0,
76.92308044433594,
76.92308044433594,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaapba-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaapba-1 | [
"FN1",
"SOD2",
"VIM",
"COL1A2",
"CD8A",
"SFTPC",
"COL3A1",
"SFTPD",
"CD44",
"PDIA4",
"GZMA",
"DMBT1",
"HSPA5",
"CD2",
"COL1A1",
"ITGAE",
"CD69",
"NUCB2",
"CCN2",
"PGC",
"KLRC1",
"SPCS2",
"XBP1",
"PTPRC",
"SPARCL1",
"RHOA",
"EHMT1",
"EGFR",
"STAT1",
"DCN",
... | [
8,
7,
3,
6,
225,
526,
603,
135,
110,
506,
136,
507,
100,
427,
248,
177,
272,
85,
134,
302,
103,
408,
76,
433,
317,
531,
619,
456,
530,
468,
184,
182,
542,
169,
544,
193,
585,
594,
614,
111,
163,
194,
454,
442,
242,
254,
258,... | [
[
0,
1,
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,... | T-cells | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
... |
[
[
0,
0,
39.84063720703125,
39.84063720703125,
0,
79.6812744140625,
0,
0,
0,
0,
0,
0,
0,
0,
119.52191162109375,
0,
39.84063720703125,
0,
0,
39.84063720703125,
0,
0,
79.6812744140625,
79.6812744140625,
39.8406372070312... | train | aaaaapbh-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaapbh-1 | [
"VIM",
"SOD2",
"SFTPD",
"HLA-DRA",
"LYZ",
"PGC",
"NAPSA",
"MS4A7",
"FCER1G",
"CD44",
"RNASE1",
"PDIA3",
"RHOA",
"DMBT1",
"PDIA4",
"STAT6",
"EPAS1",
"MGST1",
"SFTA2",
"HIST1H1C",
"HIF1A",
"PDIA6",
"GCLM",
"NKX2-1",
"EHMT1",
"PKM",
"PTPRC",
"FN1",
"ATF4",
"KRT... | [
8,
7,
3,
6,
603,
526,
507,
263,
357,
433,
394,
383,
211,
100,
469,
426,
468,
177,
427,
544,
193,
369,
504,
260,
258,
428,
231,
404,
184,
438,
456,
225,
46,
324,
23,
178,
602,
196,
80,
102,
332,
362,
57,
300,
58,
531,
353,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
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,... | Interstitial Macrophages | THD0011 | [
1,
0.9249999999999999,
0.85,
0.7749999999999999,
0.7,
0.7,
0.625,
0.5499999999999999,
0.5499999999999999,
0.475,
0.4,
0.4,
0.4,
0.32499999999999996,
0.32499999999999996,
0.32499999999999996,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,... |
[
[
0,
0,
0,
76.33587646484375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
76.33587646484375,
0,
0,
0,
76.33587646484375,
0,
0,
0,
0,
76.33587646484375,
0,
0,
76.33587646484375,
0,
0,
0,
0,
0,
0,
... | train | aaaaanfg-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaanfg-1 | [
"VIM",
"SPARCL1",
"SFTPD",
"DMBT1",
"EPAS1",
"NAPSA",
"SOD2",
"RHOA",
"PGC",
"PDIA3",
"IL7R",
"KRT8",
"PDIA4",
"EPCAM",
"PECAM1",
"COL1A2",
"NKX2-1",
"NHSL2",
"NUTF2",
"ICAM1",
"MGST1",
"ITGAV",
"DCN",
"SFTPC",
"KRT18",
"CEACAM6",
"CLDN5",
"SCGB3A2",
"SLC25A4"... | [
8,
7,
3,
6,
603,
530,
507,
177,
193,
394,
526,
468,
433,
426,
294,
328,
427,
194,
431,
135,
404,
401,
409,
275,
369,
304,
169,
506,
324,
117,
126,
489,
515,
477,
110,
306,
151,
469,
100,
273,
450,
353,
260,
360,
254,
225,
40... | [
[
0,
1,
1,
1,
0,
1,
0,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.85,
0.7,
0.7,
0.7,
0.7,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
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,
0,
0,
67.11409759521484,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
134.2281951904297,
0,
0,
... | train | aaaaanfl-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaanfl-1 | [
"VIM",
"COL1A2",
"LUM",
"SOD2",
"DMBT1",
"SFTPD",
"SPARCL1",
"FN1",
"DCN",
"ITGB1",
"PGC",
"COL3A1",
"CD44",
"CST3",
"PTGDS",
"STAT1",
"STAT6",
"CCN2",
"COL1A1",
"SFTPC",
"RNASE1",
"PDGFRA",
"TOP1",
"VEGFA",
"FAS",
"HERPUD1",
"HLA-DRA",
"KRT15",
"KRT6A",
"LG... | [
8,
7,
3,
6,
603,
135,
353,
526,
177,
507,
530,
225,
169,
306,
433,
136,
100,
147,
454,
542,
544,
76,
134,
506,
469,
424,
580,
602,
206,
254,
263,
322,
326,
336,
503,
346,
494,
483,
122,
279,
275,
266,
197,
358,
472,
260,
258... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Alveolar FBs | THD0011 | [
1,
0.9,
0.8,
0.7000000000000001,
0.6,
0.5,
0.5,
0.5,
0.5,
0.4,
0.4,
0.4,
0.4,
0.30000000000000004,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
0,
0,
0,
0,
0,
64.1025619506836,
0,
0,
0,
0,
0,
0,
128.2051239013672,
0,
0,
0,
0,
0,
0,
64.1025619506836,
0,
0,
64.1025619506836,
64.1025619506836,
64.1025619506836,
0,
0,
0,
0,
0,... | train | aaaaapbm-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaapbm-1 | [
"SFTPD",
"VIM",
"SOD2",
"PGC",
"EPAS1",
"PECAM1",
"DMBT1",
"CD44",
"PDIA3",
"NAPSA",
"RHOA",
"PTGDS",
"PPARG",
"TOP1",
"WWTR1",
"FN1",
"IL7R",
"MGST1",
"HLA-DRA",
"HIST1H1C",
"CD34",
"SPARCL1",
"ATF4",
"HERPUD1",
"KRT8",
"HLA-DQA1",
"GKN2",
"S100A8",
"COL3A1",... | [
8,
7,
3,
6,
507,
603,
526,
433,
193,
431,
177,
100,
426,
394,
468,
454,
448,
580,
618,
225,
294,
369,
263,
260,
92,
530,
46,
254,
328,
261,
234,
480,
136,
481,
488,
306,
149,
515,
519,
102,
489,
469,
264,
357,
169,
247,
442,... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
1,
0,
1,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.9,
0.8,
0.7000000000000001,
0.6,
0.5,
0.5,
0.4,
0.4,
0.4,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.2... |
[
[
0,
0,
0,
57.803466796875,
57.803466796875,
0,
0,
57.803466796875,
0,
57.803466796875,
0,
0,
0,
57.803466796875,
115.60693359375,
0,
0,
0,
57.803466796875,
0,
57.803466796875,
57.803466796875,
0,
57.803466796875,
0,... | train | aaaaapcb-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaapcb-1 | [
"SFTPD",
"SFTPC",
"XBP1",
"NAPSA",
"HLA-DRA",
"SFTA2",
"CD44",
"RHOA",
"HIST1H1C",
"SOD2",
"HMOX1",
"ITGB1",
"PGC",
"PRDX4",
"PKM",
"SAA2",
"NKX2-1",
"MGST1",
"DUOX1",
"HYOU1",
"DMBT1",
"IDH1",
"PDIA6",
"EPAS1",
"ATF4",
"LTF",
"IRF1",
"PDGFRA",
"PDIA3",
"SPC... | [
8,
7,
3,
6,
507,
506,
619,
394,
263,
504,
100,
468,
260,
526,
266,
306,
433,
450,
438,
483,
404,
369,
180,
273,
177,
276,
428,
193,
46,
352,
296,
424,
426,
532,
541,
530,
531,
178,
113,
120,
135,
490,
542,
400,
151,
473,
225... | [
[
0,
1,
1,
1,
1,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
1,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.8875,
0.775,
0.6625,
0.6625,
0.6625,
0.55,
0.55,
0.4375,
0.4375,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0... |
[
[
0,
0,
68.96551513671875,
0,
34.482757568359375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
241.37930297851562,
0,
34.482757568359375,
0,
0,
0,
34.482757568359375,
68.96551513671875,
0,
137.9310302734375,
0,
0,
34.482757568... | train | aaaaapch-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaapch-1 | [
"VIM",
"SFTPC",
"PGC",
"DMBT1",
"NAPSA",
"SFTPD",
"HLA-DRA",
"EPAS1",
"MGST1",
"SPARCL1",
"ATF4",
"HIST1H1C",
"CD44",
"LYZ",
"XBP1",
"LAMP3",
"PECAM1",
"SCGB3A2",
"BCL2L1",
"SOD2",
"ITGB1",
"CD68",
"IL7R",
"EPCAM",
"RHOA",
"HSPA5",
"PDIA4",
"DUOX1",
"CTNNB1",
... | [
8,
7,
3,
6,
603,
506,
433,
177,
394,
507,
263,
193,
369,
530,
46,
260,
100,
357,
619,
332,
431,
489,
58,
526,
306,
102,
294,
194,
468,
272,
427,
180,
151,
362,
261,
247,
266,
541,
178,
494,
182,
254,
532,
490,
92,
426,
126,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
1,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.9249999999999999,
0.9249999999999999,
0.85,
0.85,
0.7749999999999999,
0.7,
0.7,
0.625,
0.5499999999999999,
0.5499999999999999,
0.475,
0.475,
0.475,
0.475,
0.4,
0.4,
0.4,
0.32499999999999996,
0.32499999999999996,
0.32499999999999996,
0.32499999999999996,
0.32499999999... |
[
[
0,
0,
142.0454559326172,
28.409090042114258,
0,
0,
0,
56.818180084228516,
28.409090042114258,
28.409090042114258,
0,
0,
0,
28.409090042114258,
170.4545440673828,
0,
0,
0,
28.409090042114258,
56.818180084228516,
0,
28.409090042... | train | aaaaapcl-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaapcl-1 | [
"SFTPC",
"SFTPD",
"VIM",
"NAPSA",
"PGC",
"SOD2",
"SPARCL1",
"FN1",
"RHOA",
"CEACAM6",
"EPAS1",
"MGST1",
"DMBT1",
"ITGB1",
"ATF4",
"LUM",
"SFTA2",
"PTGDS",
"HIST1H1C",
"LYZ",
"ACTA2",
"SPCS2",
"KRT18",
"HLA-DRA",
"RNASE1",
"CD44",
"PKM",
"HSPA5",
"LAMP3",
"KD... | [
8,
7,
3,
6,
506,
507,
603,
394,
433,
526,
530,
225,
468,
117,
193,
369,
177,
306,
46,
353,
504,
454,
260,
357,
14,
531,
324,
263,
469,
100,
438,
272,
332,
312,
147,
404,
424,
266,
431,
194,
473,
542,
273,
620,
136,
135,
180,... | [
[
0,
1,
1,
1,
1,
1,
1,
0,
1,
0,
1,
0,
0,
1,
1,
0,
1,
1,
1,
1,
0,
1,
1,
0,
0,
1,
0,
0,
0,
0,
1,
1,
0,
0,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,... | Fibroblasts | THD0011 | [
1,
0.9357142857142858,
0.8714285714285716,
0.8071428571428572,
0.7428571428571429,
0.6785714285714286,
0.6142857142857143,
0.6142857142857143,
0.55,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.4214285714285715,
0.4214285714285715,
0.35714285714... |
[
[
0,
0,
0,
75.75757598876953,
0,
0,
0,
75.75757598876953,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
75.75757598876953,
0,
75.75757598876953,
0,
0,
75.75757598876953,
0,
75.75757598876953,
0,
0,
... | train | aaaaamoe-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaamoe-1 | [
"VIM",
"EPAS1",
"FN1",
"ITGB1",
"KRT8",
"HERPUD1",
"LUM",
"S100A8",
"HIST1H1C",
"RNASE1",
"NUTF2",
"DMBT1",
"IL7R",
"PDIA3",
"SCGB3A2",
"HMOX1",
"PECAM1",
"EPCAM",
"SFTPC",
"SFTPD",
"RTKN2",
"SLC25A37",
"RHOA",
"FCN3",
"SPARCL1",
"PTGDS",
"COL1A2",
"COL1A1",
"... | [
8,
7,
3,
6,
603,
193,
225,
306,
328,
254,
353,
480,
260,
469,
409,
177,
294,
426,
489,
266,
431,
194,
506,
507,
473,
514,
468,
217,
530,
454,
135,
134,
504,
117,
102,
483,
180,
211,
438,
312,
310,
346,
349,
275,
272,
369,
26... | [
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.6142857142857143,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
... |
[
[
0,
0,
82.6446304321289,
165.2892608642578,
0,
0,
0,
165.2892608642578,
0,
0,
0,
0,
0,
0,
330.5785217285156,
0,
0,
0,
0,
0,
0,
0,
0,
82.6446304321289,
0,
0,
165.2892608642578,
0,
0,
0,
0,
... | train | aaaaapfa-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaapfa-1 | [
"CEACAM6",
"NKX2-1",
"RTKN2",
"ATF4",
"ICAM1",
"EPAS1",
"HERPUD1",
"HIST1H1C",
"SPARCL1",
"XBP1",
"STAT1",
"ITGA3",
"ITGB1",
"FN1",
"EPCAM",
"EGFR",
"YAP1",
"SFTPD",
"RHOA",
"CCN2",
"BMPR2",
"IDH1",
"MSLN",
"SLC25A4",
"AGER",
"AKR1C1",
"WNT5A",
"NAPSA",
"VEGFA... | [
8,
7,
3,
6,
117,
404,
473,
46,
275,
193,
254,
260,
530,
619,
542,
301,
306,
225,
194,
182,
620,
507,
468,
76,
61,
276,
384,
515,
21,
26,
614,
394,
602,
308,
263,
102,
92,
262,
528,
357,
544,
258,
532,
80,
100,
280,
14,
618... | [
[
0,
1,
1,
0,
1,
0,
1,
0,
0,
1,
0,
0,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT1 | THD0011 | [
1,
1,
1,
0.775,
0.775,
0.775,
0.775,
0.775,
0.775,
0.775,
0.55,
0.55,
0.55,
0.55,
0.55,
0.55,
0.325,
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,
0,
51.813472747802734,
0,
0,
51.813472747802734,
0,
51.813472747802734,
0,
0,
0,
0,
0,
0,
155.44041442871094,
0,
0,
0,
0,
0,
0,
0,
0,
103.62694549560547,
0,
51.813472747802734,
103.62694549560547,
0,... | train | aaaaapem-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaapem-1 | [
"EPAS1",
"VIM",
"SPARCL1",
"FCN3",
"CCL2",
"PECAM1",
"IL7R",
"HERPUD1",
"PDGFRA",
"HMOX1",
"CCL18",
"FN1",
"STAT6",
"PLIN2",
"ATF4",
"DCN",
"LUM",
"RHOA",
"PDIA3",
"CCN2",
"GSR",
"MARCO",
"PDIA4",
"KDR",
"ITGB1",
"YAP1",
"UBE2J1",
"SSR3",
"CA4",
"PDIA6",
"... | [
8,
7,
3,
6,
193,
603,
530,
217,
72,
431,
294,
254,
424,
266,
71,
225,
544,
442,
46,
169,
353,
468,
426,
76,
247,
362,
427,
312,
306,
620,
594,
541,
68,
428,
618,
531,
151,
182,
473,
263,
454,
469,
58,
61,
211,
242,
619,
22... | [
[
0,
1,
1,
1,
1,
0,
1,
0,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
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,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.2,
0.2,
0.2,
0.2,
0.2,
... |
[
[
0,
0,
38.46154022216797,
38.46154022216797,
0,
115.3846206665039,
0,
0,
0,
0,
0,
0,
0,
0,
38.46154022216797,
0,
0,
0,
38.46154022216797,
0,
0,
0,
0,
76.92308044433594,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaaped-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaped-1 | [
"VIM",
"CCL18",
"FCER1G",
"HMOX1",
"CCL2",
"FN1",
"RNASE1",
"RHOA",
"RTKN2",
"SFTPD",
"PKM",
"CEACAM6",
"CD44",
"XBP1",
"IDH1",
"HLA-DRA",
"HSPA5",
"NAPSA",
"LYZ",
"PDGFRA",
"NKX2-1",
"ICAM1",
"DCN",
"DUOX1",
"SOD2",
"ITGB6",
"EPAS1",
"HIST1H1C",
"AIF1",
"PD... | [
8,
7,
3,
6,
603,
71,
211,
266,
72,
225,
469,
468,
473,
507,
438,
117,
100,
619,
276,
263,
272,
394,
357,
424,
404,
275,
169,
180,
526,
308,
193,
260,
23,
426,
137,
483,
536,
530,
480,
618,
544,
151,
556,
214,
504,
433,
602,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
1,
1,
1,
1,
0,
0,
1,
1,
1,
0,
1,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT1 | THD0011 | [
1,
0.9099999999999999,
0.9099999999999999,
0.82,
0.73,
0.64,
0.64,
0.5499999999999999,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.37,
0.37,
0.37,
0.37,
0.37,
0.37,
0.37... |
[
[
0,
0,
175.4385986328125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
175.4385986328125,
0,
0,
0,
0,
87.71929931640625,
0,
0,
0,
0,
0,
0,
263.15789794921875,
0,
0,
0,
87.71929931640625,
0,
350.8... | train | aaaaamfi-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaamfi-1 | [
"EPAS1",
"VIM",
"PECAM1",
"IDH1",
"CD34",
"CCL18",
"EGFR",
"DMBT1",
"FCN3",
"FN1",
"BMPR2",
"IL7R",
"ATF4",
"FCER1G",
"CD44",
"GSR",
"RNASE1",
"ITGB1",
"SPARCL1",
"ACTA2",
"LUM",
"MYDGF",
"PTGDS",
"SFTPD",
"ITGA3",
"TBXA2R",
"STAT6",
"CTNNB1",
"SPRY2",
"SPP1... | [
8,
7,
3,
6,
193,
603,
431,
276,
92,
71,
182,
177,
217,
225,
61,
294,
46,
211,
100,
247,
469,
306,
530,
14,
353,
390,
454,
507,
301,
551,
544,
151,
537,
536,
266,
260,
143,
254,
253,
523,
263,
272,
328,
357,
134,
312,
620,
... | [
[
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,... | gCap | THD0011 | [
1,
0.85,
0.7,
0.7,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
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.... |
[
[
0,
0,
43.859649658203125,
0,
0,
43.859649658203125,
0,
43.859649658203125,
0,
0,
0,
0,
0,
0,
131.57894897460938,
0,
43.859649658203125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
43.859649658203125,
0,
0,
0,
... | train | aaaaamgc-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaamgc-1 | [
"VIM",
"EPAS1",
"HMOX1",
"RNASE1",
"HLA-DRA",
"FCER1G",
"CCL18",
"CCL2",
"CD68",
"IDH1",
"SPP1",
"CTNNB1",
"HLA-DQA1",
"SFTPC",
"HIST1H1C",
"PGC",
"HERPUD1",
"PDIA3",
"PECAM1",
"ITGA3",
"CD44",
"PLIN2",
"XBP1",
"ATF4",
"RHOA",
"MARCO",
"HSPA5",
"NUCB2",
"ZEB1"... | [
8,
7,
3,
6,
603,
193,
266,
469,
263,
211,
71,
72,
102,
276,
536,
151,
261,
506,
260,
433,
254,
426,
431,
301,
100,
442,
619,
46,
468,
362,
272,
408,
621,
438,
507,
556,
177,
147,
428,
303,
258,
225,
224,
264,
214,
182,
620,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
1,
0,
1,
1,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.9181818181818181,
0.8363636363636363,
0.7545454545454545,
0.6727272727272727,
0.6727272727272727,
0.6727272727272727,
0.5909090909090909,
0.5909090909090909,
0.5909090909090909,
0.509090909090909,
0.42727272727272725,
0.42727272727272725,
0.42727272727272725,
0.34545454545454546,
... |
[
[
0,
0,
0,
0,
28.818443298339844,
0,
0,
0,
0,
0,
0,
0,
0,
28.818443298339844,
115.27377319335938,
0,
0,
0,
28.818443298339844,
0,
28.818443298339844,
28.818443298339844,
0,
57.63688659667969,
0,
0,
0,
0,
... | train | aaaaamcg-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaamcg-1 | [
"PGC",
"SFTPD",
"NAPSA",
"SFTPC",
"LAMP3",
"DMBT1",
"CD44",
"MGST1",
"SOD2",
"RHOA",
"XBP1",
"FN1",
"VIM",
"PDIA3",
"SCGB3A2",
"DCN",
"SPCS2",
"HSPA5",
"SEC11C",
"HYOU1",
"HLA-DRA",
"VEGFA",
"NKX2-1",
"ITGB1",
"PDGFRA",
"SPARCL1",
"PKM",
"ATF4",
"LUM",
"SPCS... | [
8,
7,
3,
6,
433,
507,
394,
506,
332,
177,
100,
369,
526,
468,
619,
225,
603,
426,
489,
169,
531,
272,
490,
273,
263,
602,
404,
306,
424,
530,
438,
46,
353,
532,
193,
260,
194,
197,
328,
276,
494,
134,
135,
515,
136,
147,
431... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
0,
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,... | AT2 | THD0011 | [
1,
0.9357142857142858,
0.8714285714285716,
0.8071428571428572,
0.7428571428571429,
0.6785714285714286,
0.6785714285714286,
0.6142857142857143,
0.55,
0.55,
0.55,
0.48571428571428577,
0.48571428571428577,
0.4214285714285715,
0.4214285714285715,
0.4214285714285715,
0.4214285714285715,
... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
169.4915313720703,
84.74576568603516,
0,
0,
0,
0,
0,
0,
0,
84.74576568603516,
0,
0,
84.74576568603516,
0,
0,
0,
0,
0,
0,
0,
0,
0... | train | aaaaaono-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaono-1 | [
"EPAS1",
"VIM",
"PECAM1",
"SFTPD",
"HEY1",
"RHOA",
"SFTPC",
"ITGB1",
"COL1A2",
"CD34",
"CCN2",
"KDR",
"UBE2J1",
"NAPSA",
"CD44",
"SPCS3",
"SFTA2",
"HIST1H1C",
"ATF4",
"ITGAV",
"FCER1G",
"IRF1",
"DMBT1",
"RNASE1",
"SPRY2",
"HERPUD1",
"PGC",
"SPARCL1",
"PDIA3",
... | [
8,
7,
3,
6,
193,
603,
431,
507,
257,
468,
506,
306,
135,
92,
76,
312,
594,
394,
100,
532,
504,
260,
46,
304,
211,
296,
177,
469,
537,
254,
433,
530,
426,
424,
519,
400,
238,
514,
147,
231,
225,
481,
242,
621,
366,
427,
61,
... | [
[
0,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
107.5268783569336,
0,
0,
0,
107.5268783569336,
0,
0,
0,
0,
0,
0,
107.5268783569336,
... | train | aaaaaope-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaope-1 | [
"EPAS1",
"VIM",
"ICAM1",
"SPARCL1",
"TPSAB1",
"CTNNB1",
"SNAI1",
"CD4",
"CD44",
"SELENOS",
"CPA3",
"PECAM1",
"SOD2",
"HERPUD1",
"HIST1H1C",
"IL7R",
"WWTR1",
"HLA-DQA1",
"HEY1",
"SNAI2",
"ITGB1",
"ITGAV",
"CD69",
"ITGA3",
"CFTR",
"CLDN5",
"SAA2",
"COL1A2",
"COL... | [
8,
7,
3,
6,
193,
603,
275,
530,
584,
151,
522,
97,
100,
494,
142,
431,
526,
254,
260,
294,
618,
261,
257,
523,
306,
304,
103,
301,
120,
126,
483,
135,
136,
296,
144,
336,
313,
184,
280,
353,
427,
425,
272,
409,
263,
217,
221... | [
[
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,... | gCap | THD0011 | [
1,
0.85,
0.7,
0.5499999999999999,
0.5499999999999999,
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,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.... |
[
[
0,
0,
131.57894897460938,
65.78947448730469,
65.78947448730469,
131.57894897460938,
0,
197.36842346191406,
0,
65.78947448730469,
0,
0,
0,
0,
131.57894897460938,
65.78947448730469,
0,
0,
197.36842346191406,
65.78947448730469,
0,
... | train | aaaaaopk-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaopk-1 | [
"RTKN2",
"CEACAM6",
"ICAM1",
"NKX2-1",
"VEGFA",
"NAPSA",
"MGST1",
"KRT18",
"VIM",
"AXIN2",
"LUM",
"BMPR2",
"AKR1C1",
"SFTPD",
"HERPUD1",
"IRF1",
"S100A9",
"SOD2",
"SPARCL1",
"RHOA",
"LYZ",
"SFTA2",
"HMGA1",
"PDIA6",
"DUOX1",
"XBP1",
"ACTA2",
"AIF1",
"EHMT1",
... | [
8,
7,
3,
6,
473,
117,
275,
404,
602,
394,
369,
324,
603,
51,
353,
61,
26,
507,
254,
296,
481,
526,
530,
468,
357,
504,
264,
428,
180,
619,
14,
23,
184,
46,
433,
193,
384,
116,
169,
431,
438,
100,
261,
206,
426,
178,
389,
1... | [
[
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,
0,
0,
0,
0,... | Interstitial Macrophages | THD0011 | [
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,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
... |
[
[
0,
0,
53.191490173339844,
0,
0,
0,
0,
0,
53.191490173339844,
53.191490173339844,
0,
0,
0,
0,
159.574462890625,
0,
0,
0,
0,
0,
0,
0,
0,
0,
53.191490173339844,
53.191490173339844,
53.191490173339844,
0,
... | train | aaaaanhk-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaanhk-1 | [
"SFTPD",
"CD44",
"SFTPC",
"PGC",
"NAPSA",
"DMBT1",
"DUOX1",
"XBP1",
"SOD2",
"SPARCL1",
"HIST1H1C",
"LAMP3",
"NKX2-1",
"VIM",
"MGST1",
"FN1",
"RHOA",
"HERPUD1",
"ITGB1",
"ATF4",
"CFTR",
"ITGA3",
"IL7R",
"EPAS1",
"SFTA2",
"SPCS2",
"SPCS3",
"EGFR",
"HIF1A",
"IC... | [
8,
7,
3,
6,
507,
100,
506,
433,
394,
177,
180,
619,
526,
530,
260,
332,
404,
603,
369,
225,
468,
254,
306,
46,
120,
301,
294,
193,
504,
531,
532,
182,
258,
275,
134,
454,
324,
231,
194,
221,
197,
184,
151,
147,
224,
261,
346... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9099999999999999,
0.82,
0.73,
0.64,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.37,
0.37,
0.28,
0.28,
0.28,
0.28,
0.19,
0.19,
... |
[
[
0,
0,
257.7319641113281,
0,
0,
51.546390533447266,
0,
0,
0,
0,
0,
0,
0,
0,
51.546390533447266,
0,
0,
0,
0,
51.546390533447266,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaanee-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaanee-1 | [
"VIM",
"LUM",
"CD44",
"DMBT1",
"FN1",
"DCN",
"SFTPD",
"ACTA2",
"COL3A1",
"LYZ",
"HIF1A",
"PKM",
"RNASE1",
"RHOA",
"EPAS1",
"COL1A2",
"HLA-DRA",
"SOD2",
"SPARCL1",
"ITGB1",
"PTGDS",
"CCN2",
"FCGR3A",
"KLRC1",
"KRT18",
"CD14",
"HYOU1",
"FCGBP",
"COL1A1",
"MRC1... | [
8,
7,
3,
6,
603,
353,
100,
177,
225,
169,
507,
14,
136,
357,
258,
438,
469,
468,
193,
135,
263,
526,
530,
306,
454,
76,
214,
317,
324,
80,
273,
212,
134,
379,
618,
147,
151,
211,
450,
446,
537,
110,
424,
266,
394,
231,
149,
... | [
[
0,
1,
1,
0,
1,
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,
0,
0,
0,
0,
0,
0,
0,
0,... | T-cells | THD0011 | [
1,
0.8875,
0.775,
0.6625,
0.6625,
0.6625,
0.6625,
0.55,
0.55,
0.55,
0.4375,
0.4375,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000... |
[
[
0,
0,
239.52096557617188,
59.88024139404297,
0,
59.88024139404297,
0,
0,
0,
0,
0,
0,
0,
0,
179.64071655273438,
0,
119.76048278808594,
0,
0,
59.88024139404297,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0... | train | aaaaapbl-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaapbl-1 | [
"VIM",
"FN1",
"EPAS1",
"DCN",
"CST3",
"HLA-DRA",
"CTNNB1",
"SPARCL1",
"LYZ",
"PECAM1",
"LUM",
"PDGFRA",
"ACTA2",
"CCN2",
"TGFB1",
"CD44",
"HIST1H1C",
"ATF4",
"COL1A2",
"SOD2",
"SNAI2",
"RHOA",
"PKM",
"SPP1",
"HMOX1",
"IDH1",
"CSPG4",
"PTGDS",
"ZEB1",
"HIF1A"... | [
8,
7,
3,
6,
603,
225,
193,
169,
147,
263,
151,
530,
357,
431,
353,
424,
14,
76,
556,
100,
260,
46,
135,
526,
523,
468,
438,
536,
266,
276,
146,
454,
621,
258,
336,
346,
48,
620,
23,
97,
433,
217,
255,
519,
379,
261,
328,
5... | [
[
0,
1,
1,
1,
0,
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,... | Fibroblasts | THD0011 | [
1,
0.8875,
0.775,
0.775,
0.6625,
0.55,
0.55,
0.4375,
0.4375,
0.4375,
0.4375,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002... |
[
[
0,
0,
650.406494140625,
0,
0,
81.30081176757812,
0,
0,
0,
0,
0,
0,
0,
0,
243.90243530273438,
0,
0,
0,
81.30081176757812,
162.60162353515625,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaanha-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaanha-1 | [
"VIM",
"RHOA",
"ACTA2",
"ITGB1",
"EPAS1",
"FN1",
"SPARCL1",
"PKM",
"GNG11",
"YAP1",
"ATF4",
"HSPA5",
"AXL",
"ITGA3",
"ITGAV",
"HIST1H1C",
"STAT6",
"PDGFRB",
"SELENOS",
"SPCS3",
"SPCS2",
"ERLEC1",
"PECAM1",
"CD44",
"CD68",
"SLC25A37",
"EGFR",
"PPARG",
"FCER1G",... | [
8,
7,
3,
6,
603,
468,
14,
306,
193,
225,
530,
438,
238,
620,
46,
272,
52,
301,
304,
260,
544,
425,
494,
532,
531,
197,
431,
100,
102,
514,
182,
448,
211,
135,
136,
146,
147,
473,
151,
409,
176,
400,
426,
621,
526,
328,
594,
... | [
[
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,
0,
0,
0,
0,... | SMCs | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.7428571428571429,
0.6142857142857143,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0... |
[
[
0,
0,
121.95121765136719,
0,
0,
0,
0,
40.65040588378906,
81.30081176757812,
40.65040588378906,
0,
0,
40.65040588378906,
0,
81.30081176757812,
0,
0,
0,
40.65040588378906,
40.65040588378906,
0,
0,
40.65040588378906,
0,
... | train | aaaaanhe-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaanhe-1 | [
"VIM",
"HLA-DRA",
"LYZ",
"CD68",
"PLIN2",
"MARCO",
"HMOX1",
"FABP4",
"RHOA",
"CD44",
"IFIT3",
"ITGB1",
"PKM",
"PPARG",
"HLA-DQA1",
"IDH1",
"FCER1G",
"PDIA3",
"MGST1",
"LGALS1",
"ITGAX",
"PDIA6",
"TGFB1",
"XBP1",
"ACTA2",
"ATF4",
"OAS2",
"CD52",
"FN1",
"MS4A7... | [
8,
7,
3,
6,
603,
263,
357,
102,
442,
362,
266,
202,
468,
100,
280,
306,
438,
448,
261,
276,
211,
426,
369,
336,
305,
428,
556,
619,
14,
46,
410,
101,
225,
383,
177,
27,
431,
310,
66,
594,
279,
135,
114,
526,
254,
109,
260,
... | [
[
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,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SPP1+ Macrophages | THD0011 | [
1,
0.9181818181818181,
0.9181818181818181,
0.8363636363636363,
0.7545454545454545,
0.7545454545454545,
0.6727272727272727,
0.5909090909090909,
0.509090909090909,
0.509090909090909,
0.42727272727272725,
0.42727272727272725,
0.34545454545454546,
0.34545454545454546,
0.34545454545454546,
... |
[
[
0,
0,
87.33624267578125,
43.668121337890625,
0,
87.33624267578125,
0,
87.33624267578125,
0,
0,
0,
0,
0,
0,
131.00436401367188,
0,
43.668121337890625,
0,
0,
0,
0,
43.668121337890625,
0,
43.668121337890625,
0,
0,... | train | aaaaapci-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaapci-1 | [
"VIM",
"HLA-DRA",
"LYZ",
"MARCO",
"FABP4",
"PLIN2",
"CD68",
"RHOA",
"HMOX1",
"MS4A7",
"FCER1G",
"CD44",
"ITGAX",
"IDH1",
"HLA-DQA1",
"IFIT3",
"HSPA5",
"ATF4",
"TGFB1",
"GSR",
"LAMP3",
"STAT1",
"PKM",
"ACTA2",
"EPAS1",
"AIF1",
"IL1B",
"AKR1C1",
"S100A9",
"ITG... | [
8,
7,
3,
6,
603,
263,
357,
362,
202,
442,
102,
468,
266,
383,
211,
100,
305,
276,
261,
280,
272,
46,
556,
247,
332,
542,
438,
14,
193,
23,
288,
26,
481,
303,
147,
134,
264,
531,
448,
214,
184,
163,
411,
151,
389,
101,
445,
... | [
[
0,
1,
1,
1,
1,
1,
1,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | not available | THD0011 | [
1,
0.9249999999999999,
0.85,
0.7749999999999999,
0.7,
0.7,
0.625,
0.5499999999999999,
0.475,
0.4,
0.4,
0.4,
0.32499999999999996,
0.32499999999999996,
0.32499999999999996,
0.32499999999999996,
0.32499999999999996,
0.25,
0.25,
0.25,
0.175,
0.175,
0.175,
0.175,
0.175,
... |
[
[
0,
0,
156.8627471923828,
0,
117.64706420898438,
0,
0,
0,
0,
78.4313735961914,
0,
0,
0,
0,
274.5097961425781,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
39.2156867980957,
0,
0,
0,
0,
0,
0,
... | train | aaaaamnk-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaamnk-1 | [
"SFTPD",
"PGC",
"SFTPC",
"DMBT1",
"MGST1",
"VIM",
"NKX2-1",
"EPAS1",
"ATF4",
"CD44",
"NAPSA",
"SPARCL1",
"SOD2",
"HLA-DRA",
"XBP1",
"LAMP3",
"DUOX1",
"HSPA5",
"FN1",
"SFTA2",
"ACTA2",
"EPCAM",
"AGR3",
"PDIA3",
"GSR",
"S100A8",
"CTNNB1",
"FCN3",
"RHOA",
"RTKN... | [
8,
7,
3,
6,
507,
433,
506,
177,
369,
603,
404,
193,
46,
100,
394,
530,
526,
263,
619,
332,
180,
272,
225,
504,
14,
194,
22,
426,
247,
480,
151,
217,
468,
473,
519,
258,
542,
544,
136,
294,
620,
352,
409,
31,
301,
261,
427,
... | [
[
0,
1,
1,
0,
1,
1,
1,
0,
0,
0,
1,
1,
1,
0,
1,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9181818181818181,
0.8363636363636363,
0.7545454545454545,
0.7545454545454545,
0.7545454545454545,
0.6727272727272727,
0.5909090909090909,
0.5909090909090909,
0.5909090909090909,
0.509090909090909,
0.509090909090909,
0.509090909090909,
0.509090909090909,
0.42727272727272725,
0.4272... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
172.41378784179688,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
172.41378784179688,
172.41378784179688,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
172.41378784179688,
0,
... | train | aaaaapea-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaapea-1 | [
"VEGFA",
"RTKN2",
"SFTPC",
"PECAM1",
"CD44",
"VIM",
"SPARCL1",
"HLA-DRA",
"KRT18",
"EHMT1",
"NAPSA",
"SOD2",
"SFTPD",
"HYOU1",
"ICAM1",
"NUTF2",
"MYDGF",
"ZEB1",
"CEACAM5",
"SEC11C",
"COL1A1",
"LUM",
"HERPUD1",
"CCL2",
"RHOA",
"CTNNB1",
"DMBT1",
"EGFR",
"WWTR1... | [
8,
7,
3,
6,
602,
473,
506,
431,
100,
603,
530,
263,
324,
184,
394,
526,
507,
273,
275,
409,
390,
621,
116,
490,
134,
353,
254,
72,
468,
151,
177,
182,
618,
438,
312,
27,
147,
448,
596,
52,
54,
217,
504,
357
] | [
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0... | gCap | THD0011 | [
1,
0.7,
0.7,
0.7,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1
] |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
119.04762268066406,
119.04762268066406,
0,
0,
0,
0,
238.09524536132812,
0,
0,
0,
0,
119.04762268066406,
0,
0,
0,
119.04762268066406... | train | aaaaapen-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaapen-1 | [
"VIM",
"SPARCL1",
"HMOX1",
"SOD2",
"EPAS1",
"STAT6",
"BCL2L1",
"SMAD4",
"YAP1",
"RNASE1",
"CD68",
"CD44",
"PGC",
"SPCS2",
"HIF1A",
"LYZ",
"SSR3",
"HLA-DQA1",
"MRC1",
"CEACAM5",
"FN1",
"CD14",
"PKM",
"EHMT1",
"PLIN2",
"DNAJB9",
"PDIA4",
"PRDX4",
"PDGFRB",
"PD... | [
8,
7,
3,
6,
603,
530,
266,
526,
193,
544,
58,
519,
620,
469,
102,
100,
433,
531,
258,
357,
541,
261,
379,
116,
225,
80,
438,
184,
442,
178,
427,
450,
425,
424,
169,
468,
151,
473,
147,
409,
136,
389,
263,
366,
324,
76,
353,
... | [
[
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,... | SMCs | THD0011 | [
1,
0.82,
0.64,
0.64,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
0,
0,
189.8734130859375,
63.2911376953125,
0,
0,
0,
63.2911376953125,
0,
0,
0,
0,
696.2025146484375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
63.2911376953125,
0,
0,
0,
0,
0,
0,
0,
63.291137... | train | aaaaambf-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaambf-1 | [
"SFTPD",
"ATF4",
"NAPSA",
"PGC",
"CD44",
"DMBT1",
"RHOA",
"SFTPC",
"MGST1",
"SFTA2",
"HIST1H1C",
"EPAS1",
"RNASE1",
"EPCAM",
"DUOX1",
"ITGB1",
"SOD2",
"AGR3",
"PLIN2",
"VIM",
"IDH1",
"SCGB3A2",
"HERPUD1",
"WWTR1",
"KRT8",
"CST3",
"NKX2-1",
"SSR3",
"WFDC2",
"... | [
8,
7,
3,
6,
507,
46,
394,
433,
100,
177,
468,
506,
369,
504,
260,
193,
469,
194,
180,
306,
526,
22,
442,
603,
276,
489,
254,
618,
328,
147,
404,
541,
610,
481,
352,
23,
301,
454,
357,
408,
426,
401,
532,
31,
602,
304,
272,
... | [
[
0,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9,
0.8,
0.7000000000000001,
0.7000000000000001,
0.6,
0.6,
0.6,
0.6,
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,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
0,
0,
0,
0,
0,
90.090087890625,
0,
0,
0,
0,
0,
0,
90.090087890625,
0,
90.090087890625,
0,
0,
90.090087890625,
0,
0,
0,
0,
90.090087890625,
0,
0,
0,
0,
0,
270.270263671875,
0,
0... | train | aaaaaopb-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaopb-1 | [
"VIM",
"PECAM1",
"IL7R",
"EPAS1",
"LUM",
"RHOA",
"FN1",
"COL1A2",
"SPARCL1",
"CA4",
"CLDN5",
"CD8A",
"SPCS2",
"CD2",
"STAT6",
"HYOU1",
"PDIA4",
"CD44",
"LGALS1",
"STAT1",
"RNASE1",
"CD3D",
"CXCR4",
"HIST1H1C",
"CTNNB1",
"SOD2",
"S100A9",
"HERPUD1",
"AKR1C1",
... | [
8,
7,
3,
6,
603,
431,
294,
193,
353,
468,
225,
135,
530,
68,
126,
110,
531,
85,
544,
273,
427,
100,
336,
542,
469,
94,
163,
260,
151,
526,
481,
254,
26,
519,
147,
146,
144,
250,
507,
388,
394,
306,
46,
80,
237,
357,
619,
4... | [
[
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,... | gCap | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.... |
[
[
0,
0,
131.57894897460938,
0,
0,
0,
0,
0,
0,
131.57894897460938,
0,
0,
0,
0,
394.7368469238281,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1... | train | aaaaaoob-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaoob-1 | [
"LUM",
"VIM",
"FN1",
"COL1A2",
"EPAS1",
"ATF4",
"PECAM1",
"PTPRC",
"COL1A1",
"COL3A1",
"LPAR1",
"HMOX1",
"CCN2",
"STAT6",
"SSR3",
"SPRY2",
"SPCS2",
"RNASE1",
"SPARCL1",
"HIF1A",
"HEY1",
"FGF7",
"CLDN5",
"CD44",
"SMAD4",
"SPCS3",
"IFIT3",
"LMAN1",
"NUTF2",
"I... | [
8,
7,
3,
6,
353,
603,
225,
135,
193,
46,
431,
456,
134,
136,
348,
266,
76,
544,
541,
537,
531,
469,
530,
258,
257,
221,
126,
100,
519,
532,
280,
346,
409,
306,
14,
178,
302,
612,
31,
425,
424,
580,
600,
169,
296,
234,
206,
... | [
[
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
... | gCap | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
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,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
114.9425277709961,
0,
0,
0,
0,
0,
114.9425277709961,
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,
... | train | aaaaaool-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaool-1 | [
"CCN2",
"FN1",
"DCN",
"VIM",
"LUM",
"EPAS1",
"EGFR",
"COL1A2",
"PDGFRA",
"FAS",
"EHMT1",
"SPARCL1",
"HIST1H1C",
"IL7R",
"ATF4",
"TGFB1",
"SPRY2",
"SPCS3",
"AKR1C2",
"MGST1",
"CD44",
"HLA-DRA",
"CD8A",
"CSPG4",
"CST3",
"RHOA",
"ITGB1",
"ACTA2",
"PTGDS",
"COL1... | [
8,
7,
3,
6,
76,
225,
169,
603,
353,
193,
182,
135,
424,
206,
184,
530,
260,
294,
46,
556,
537,
532,
27,
369,
100,
263,
110,
146,
147,
468,
306,
14,
454,
134,
273,
519,
528,
61,
584,
52
] | [
[
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
],
[
1,
0,
1,
1,
1,
0,
0,
0... | Fibroblasts | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.1,
0.1,
0.1,
0.1... |
[
[
0,
0,
919.5402221679688,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
114.9425277709961,
0,
114.9425277709961,
0,
0,
114.9425277709961,
0,
0,
0,
114.9425277709961,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaanmd-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaanmd-1 | [
"VIM",
"ACTA2",
"COL1A2",
"FN1",
"COL1A1",
"COL15A1",
"PDIA4",
"RHOA",
"CCN2",
"SSR3",
"CD44",
"YAP1",
"ITGB1",
"ITGA3",
"PDIA3",
"LGALS1",
"NUCB2",
"CCL2",
"NUTF2",
"OAS2",
"MYDGF",
"CST3",
"SOX9",
"SPCS2",
"HIF1A",
"PECAM1",
"HMGA1",
"LMAN1",
"COL3A1",
"SP... | [
8,
7,
3,
6,
603,
14,
135,
225,
134,
133,
427,
468,
76,
541,
100,
620,
306,
301,
426,
336,
408,
72,
409,
410,
390,
147,
529,
531,
258,
431,
264,
346,
136,
530,
180,
602,
46,
619,
618,
58,
52,
48
] | [
[
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
],
[
1,
0,
0,
0,
0,
0... | SMCs | THD0011 | [
1,
0.8875,
0.775,
0.6625,
0.55,
0.4375,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
129.87013244628906,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
129.87013244628906,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
129.87013244628906,
0,
0,
0,
0,
0,
0,
... | train | aaaaanhm-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaanhm-1 | [
"SPARCL1",
"SFTPD",
"MGST1",
"VIM",
"SFTA2",
"SFTPC",
"FN1",
"PGC",
"EPAS1",
"DMBT1",
"PECAM1",
"NAPSA",
"LUM",
"RHOA",
"CD44",
"SEC11C",
"RAMP2",
"CLDN5",
"CTNNB1",
"PLPP5",
"PKM",
"DUOX1",
"COL1A2",
"COL1A1",
"ZEB1",
"OAS2",
"NUCB2",
"NKX2-1",
"NFKB1",
"MY... | [
8,
7,
3,
6,
530,
507,
369,
603,
504,
506,
225,
433,
193,
177,
431,
394,
353,
468,
100,
490,
459,
126,
151,
444,
438,
180,
135,
134,
621,
410,
408,
404,
400,
389,
254,
352,
263,
346,
266,
273,
276,
332,
620,
97,
194,
454,
306... | [
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
1,
0.775,
0.775,
0.55,
0.55,
0.55,
0.55,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
60.975608825683594,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
121.95121765136719,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
60.975608825683594,
0,
0,
0,
60.975608825683594,
0,
0,
0,
0,
... | train | aaaaapan-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaapan-1 | [
"VIM",
"SOD2",
"FN1",
"PKM",
"CD44",
"LUM",
"EPAS1",
"CD34",
"COL3A1",
"COL1A2",
"RHOA",
"FCER1G",
"COL1A1",
"SPARCL1",
"PECAM1",
"PDIA4",
"IL7R",
"LYZ",
"ITGB1",
"VEGFA",
"CTNNB1",
"PDGFRB",
"ATF4",
"ICAM1",
"YAP1",
"HIST1H1C",
"WWTR1",
"MS4A7",
"GPR183",
"... | [
8,
7,
3,
6,
603,
526,
225,
438,
100,
353,
193,
92,
136,
135,
468,
211,
134,
530,
431,
427,
294,
357,
306,
602,
151,
425,
46,
275,
620,
260,
618,
383,
242,
507,
305,
506,
147,
276,
456,
454,
448,
304,
177,
433,
263,
273,
194,... | [
[
0,
1,
1,
1,
1,
1,
0,
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,... | gCap | THD0011 | [
1,
0.9,
0.8,
0.7000000000000001,
0.6,
0.6,
0.6,
0.5,
0.5,
0.4,
0.4,
0.4,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.... |
[
[
138.88888549804688,
0,
0,
0,
0,
555.5555419921875,
0,
0,
0,
0,
0,
0,
0,
138.88888549804688,
0,
0,
0,
0,
0,
0,
0,
138.88888549804688,
0,
138.88888549804688,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | train | aaaaapdo-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaapdo-1 | [
"LYZ",
"HLA-DRA",
"VIM",
"AIF1",
"RHOA",
"CTNNB1",
"SFTPC",
"MS4A7",
"PECAM1",
"WWTR1",
"SPARCL1",
"EHMT1",
"FCGR3A",
"PDIA3",
"HMGA1",
"ABCC2",
"FN1",
"FCN1",
"HMOX1",
"EREG",
"HIST1H1C",
"HSPA5",
"MGST1",
"YAP1",
"ITGAM",
"CST3",
"MYDGF",
"PGC",
"PKM",
"SE... | [
8,
7,
3,
6,
357,
263,
603,
23,
468,
151,
506,
383,
431,
618,
530,
184,
214,
426,
264,
10,
225,
216,
266,
196,
260,
272,
369,
620,
303,
147,
390,
433,
438,
490,
504,
526,
532,
273,
100,
294,
58,
55,
45
] | [
[
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
],
[
1,
0,
0,
0,
0... | Interstitial Macrophages | THD0011 | [
1,
0.85,
0.7,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1
] |
[
[
0,
0,
109.89010620117188,
109.89010620117188,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
219.78021240234375,
0,
0,
0,
0,
109.89010620117188,
0,
0,
0,
219.78021240234375,
0,
0,
109.89010620117188,
0,
0,
0,
... | train | aaaaambg-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaambg-1 | [
"EPAS1",
"PECAM1",
"PGC",
"VIM",
"FCN3",
"SFTPC",
"HEY1",
"HERPUD1",
"XBP1",
"ITGB1",
"DMBT1",
"PKM",
"RHOA",
"CD44",
"BCL2L1",
"HIST1H1C",
"SFTPD",
"MGST1",
"ATF4",
"CD34",
"RNASE1",
"CTNNB1",
"PLIN2",
"SEC11C",
"CD68",
"IL7R",
"PDIA4",
"SPARCL1",
"NHSL2",
... | [
8,
7,
3,
6,
193,
431,
433,
603,
217,
506,
257,
254,
619,
306,
177,
438,
468,
100,
58,
260,
507,
369,
46,
92,
469,
151,
442,
490,
102,
294,
427,
530,
401,
394,
224,
225,
234,
258,
262,
278,
280,
293,
328,
184,
541,
312,
61,
... | [
[
0,
1,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.85,
0.7,
0.7,
0.5499999999999999,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
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,
0,
80.6451644897461,
0,
0,
0,
0,
0,
0,
80.6451644897461,
0,
0,
0,
0,
161.2903289794922,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
80.64... | train | aaaaamcc-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaamcc-1 | [
"VIM",
"NAPSA",
"MGST1",
"EPAS1",
"SOD2",
"CD44",
"HERPUD1",
"EPCAM",
"SFTA2",
"SFTPC",
"RHOA",
"PGC",
"TOP1",
"NFKB1",
"IFIT2",
"SFTPD",
"NUTF2",
"DMBT1",
"PLIN2",
"HIST1H1C",
"HLA-DRA",
"LYZ",
"SELENOS",
"PECAM1",
"KRT18",
"ATF4",
"LAMP3",
"ITGB1",
"CTNNB1",... | [
8,
7,
3,
6,
603,
394,
369,
193,
526,
100,
254,
194,
504,
506,
468,
433,
580,
400,
279,
507,
409,
177,
442,
260,
263,
357,
494,
431,
324,
46,
332,
306,
151,
469,
217,
404,
214,
147,
92,
169,
531,
401,
135,
31,
80,
541,
120,
... | [
[
0,
0,
0,
0,
1,
0,
0,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | not available | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0... |
[
[
0,
0,
103.09278106689453,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
103.09278106689453,
0,
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 | aaaaapal-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaapal-1 | [
"EPAS1",
"VIM",
"PECAM1",
"IL7R",
"SPARCL1",
"PGC",
"CD44",
"RHOA",
"DMBT1",
"HIST1H1C",
"KRT18",
"LUM",
"HLA-DRA",
"PKM",
"PTGDS",
"CTNNB1",
"LAMP3",
"SFTPC",
"SFTPD",
"SOX4",
"HERPUD1",
"SPP1",
"ITGB1",
"MGST1",
"RNASE1",
"CD274",
"CEACAM6",
"ATF4",
"SMAD4",... | [
8,
7,
3,
6,
193,
603,
431,
294,
530,
433,
100,
468,
177,
260,
324,
353,
263,
438,
454,
151,
332,
506,
507,
528,
254,
536,
306,
369,
469,
89,
117,
46,
519,
14,
258,
135,
526,
619,
225,
357,
206,
620,
304,
126,
194,
602,
481,
... | [
[
0,
1,
1,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
... | AT2 | THD0011 | [
1,
0.85,
0.85,
0.7,
0.7,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
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.... |
[
[
0,
0,
114.9425277709961,
0,
0,
344.82757568359375,
0,
0,
0,
0,
0,
0,
0,
0,
229.8850555419922,
0,
0,
0,
0,
0,
0,
0,
114.9425277709961,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaangb-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaangb-1 | [
"VIM",
"FCER1G",
"HERPUD1",
"CD14",
"LYZ",
"HLA-DRA",
"MRC1",
"FN1",
"AIF1",
"XBP1",
"CD44",
"ITGB1",
"VEGFA",
"ATF4",
"MS4A7",
"PKM",
"GPR183",
"CTNNB1",
"SPRY2",
"HIST1H1C",
"HAVCR2",
"HIF1A",
"SPCS2",
"SPARCL1",
"SEC11C",
"SMAD4",
"CD86",
"GSR",
"GKN2",
"... | [
8,
7,
3,
6,
603,
211,
254,
80,
357,
263,
379,
225,
23,
619,
100,
306,
602,
46,
383,
438,
242,
151,
537,
260,
253,
258,
531,
530,
490,
519,
109,
247,
234,
494,
480,
224,
469,
193,
522,
273,
448,
324,
14,
305,
304,
302,
556,
... | [
[
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,... | Macrophages | THD0011 | [
1,
0.82,
0.64,
0.64,
0.64,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0... |
[
[
0,
0,
175.4385986328125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
175.4385986328125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
87.71929931640625,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
614... | train | aaaaapab-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaapab-1 | [
"VIM",
"PTGDS",
"PDGFRA",
"CCN2",
"LUM",
"FN1",
"SPARCL1",
"DCN",
"COL3A1",
"ITGB1",
"EPAS1",
"PDIA3",
"HERPUD1",
"HIST1H1C",
"COL1A1",
"SAA2",
"HSPA5",
"STAT1",
"PDIA4",
"IL7R",
"ATF4",
"ACTA2",
"CTNNB1",
"LGALS1",
"CEACAM6",
"MYDGF",
"RHOA",
"SOX9",
"RTKN2",... | [
8,
7,
3,
6,
603,
454,
424,
76,
353,
225,
530,
169,
136,
306,
193,
426,
254,
260,
134,
483,
272,
542,
427,
294,
46,
14,
151,
336,
117,
390,
468,
529,
473,
526,
97,
100,
479,
197,
247,
219,
544,
494,
61,
309,
448,
428,
590,
... | [
[
0,
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,
0,
0
... | Fibroblasts | THD0011 | [
1,
0.8714285714285716,
0.8714285714285716,
0.7428571428571429,
0.7428571428571429,
0.7428571428571429,
0.6142857142857143,
0.6142857142857143,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.... |
[
[
0,
0,
1518.9873046875,
0,
0,
0,
0,
0,
0,
126.582275390625,
0,
0,
0,
0,
379.746826171875,
0,
0,
0,
126.582275390625,
253.16455078125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaaneo-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaneo-1 | [
"ACTA2",
"FN1",
"SPARCL1",
"VIM",
"CSPG4",
"COL3A1",
"HIF1A",
"ATF4",
"AXL",
"LUM",
"COL1A2",
"CST3",
"ICAM1",
"CREB3L4",
"STAT6",
"LGALS1",
"HERPUD1",
"NUCB2",
"SPCS3",
"SELENOS",
"CEACAM5",
"SMAD4",
"COL1A1",
"CTNNB1",
"PLIN2",
"RHOA",
"ANKRD28",
"DNAJB9",
"... | [
8,
7,
3,
6,
14,
225,
530,
603,
146,
136,
258,
46,
52,
353,
135,
147,
275,
143,
544,
336,
254,
408,
532,
494,
116,
519,
134,
151,
442,
468,
31,
178,
425,
193,
296,
454,
169,
304,
177,
618,
306,
426,
51
] | [
[
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 | THD0011 | [
1,
0.82,
0.64,
0.64,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1... |
[
[
0,
0,
388.3495178222656,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
97.0873794555664,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
388.3495178222656,
0,
0,
0,
97.0873794555664,
0,
0,
0,
0,
0,
... | train | aaaaapcf-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaapcf-1 | [
"VIM",
"EPAS1",
"ITGB1",
"SPARCL1",
"ACTA2",
"BMPR2",
"RHOA",
"COL1A2",
"ITM2C",
"LUM",
"RTKN2",
"NAPSA",
"HIST1H1C",
"PDIA3",
"PGC",
"PECAM1",
"LYZ",
"PDIA4",
"CD34",
"SOD2",
"PDGFRB",
"CD44",
"SNAI2",
"SNAI1",
"SMAD4",
"SFTPC",
"PPARG",
"GCLM",
"SCGB3A2",
... | [
8,
7,
3,
6,
603,
193,
306,
530,
14,
61,
468,
135,
309,
353,
473,
394,
260,
426,
433,
431,
357,
427,
92,
526,
425,
100,
523,
522,
519,
506,
448,
231,
489,
225,
480,
541,
180,
217,
469,
438,
151,
454,
169,
383,
97,
194,
620,
... | [
[
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,... | gCap | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
... |
[
[
0,
0,
103.09278106689453,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
103.09278106689453,
0,
0,
0,
0,
0,
0,
0,
0,
206.18556213378906,
0,
0,
103.09278106689453,
0,
0,
0,
103.09278106689453,
0,
0... | train | aaaaanaf-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaanaf-1 | [
"EPAS1",
"VIM",
"FCN3",
"IL7R",
"ITGAV",
"HERPUD1",
"SPARCL1",
"ITGB1",
"RHOA",
"PDIA3",
"FCER1G",
"BCL2L1",
"CD274",
"UCHL3",
"ITGB6",
"SFTPD",
"PECAM1",
"COL1A2",
"CEACAM6",
"ICAM1",
"HSPA5",
"SSR3",
"RTKN2",
"SNCA",
"NAPSA",
"LTF",
"SAA2",
"CTNNB1",
"CD34",... | [
8,
7,
3,
6,
193,
603,
217,
294,
304,
254,
530,
306,
468,
426,
211,
58,
89,
596,
308,
507,
431,
135,
117,
275,
272,
541,
473,
524,
394,
352,
483,
151,
92,
480,
14,
225,
489,
353,
618,
438,
46,
586,
312,
602,
61,
594,
324,
6... | [
[
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.85,
0.7,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
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,
0,
80,
80,
0,
0,
0,
0,
80,
0,
0,
0,
0,
0,
160,
80,
0,
0,
0,
0,
80,
0,
0,
0,
0,
0,
80,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
80,
0,
0,
0,
0,
0,
... | train | aaaaapce-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaapce-1 | [
"VIM",
"ICAM1",
"FN1",
"EPAS1",
"NKX2-1",
"YAP1",
"HIST1H1C",
"ITGB1",
"VEGFA",
"SOD2",
"SFTA2",
"STAT6",
"PGC",
"CST3",
"KRT18",
"PDIA3",
"ATF4",
"RHOA",
"NAPSA",
"ITGA3",
"CEACAM6",
"IFIT2",
"HLA-DRA",
"IRF1",
"GCLM",
"GSR",
"GNG11",
"FAS",
"EPCAM",
"EHMT1... | [
8,
7,
3,
6,
603,
275,
225,
193,
404,
620,
260,
306,
602,
526,
504,
544,
433,
147,
324,
426,
46,
468,
394,
301,
117,
279,
263,
296,
231,
247,
238,
206,
194,
184,
182,
180,
178,
177,
151,
258,
308,
294,
328,
613,
597,
594,
580... | [
[
0,
0,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT1 | THD0011 | [
1,
0.85,
0.85,
0.7,
0.5499999999999999,
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,
0.25,
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... |
[
[
0,
0,
333.3333435058594,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
111.11111450195312,
55.55555725097656,
0,
0,
0,
0,
0,
55.55555725097656,
0,
111.11111450195312,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaanjd-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaanjd-1 | [
"VIM",
"PECAM1",
"ITGB1",
"PDIA3",
"FN1",
"ACTA2",
"CCN2",
"HSPA5",
"HMGA1",
"GNG11",
"EPAS1",
"MYC",
"PKM",
"PDIA4",
"XBP1",
"ZEB1",
"UBE2J1",
"SPCS2",
"KRT18",
"EHMT1",
"EGFR",
"ITGA3",
"CLDN5",
"RHOA",
"ATF4",
"BCL2L1",
"IL4R",
"HIF1A",
"SPCS3",
"HMOX1",
... | [
8,
7,
3,
6,
603,
431,
306,
426,
225,
14,
76,
272,
264,
238,
193,
389,
438,
427,
619,
621,
594,
531,
324,
184,
182,
301,
126,
468,
46,
58,
293,
258,
532,
266,
254,
450,
473,
147,
135,
151,
433,
248,
420,
220,
390,
369,
360,
... | [
[
0,
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,
0,
0,... | aCap | THD0011 | [
1,
0.9,
0.8,
0.7000000000000001,
0.7000000000000001,
0.6,
0.6,
0.6,
0.5,
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,
0.1,
0.1,
0.1,
0.... |
[
[
0,
0,
1242.603515625,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
118.34319305419922,
0,
59.17159652709961,
0,
0,
118.34319305419922,
0,
0,
0,
59.17159652709961,
0,
0,
118.34319305419922,
0,
0,
0,
0,
... | train | aaaaanhh-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaanhh-1 | [
"VIM",
"ACTA2",
"RHOA",
"ITGB1",
"PDIA3",
"EPAS1",
"PECAM1",
"FN1",
"SPARCL1",
"PDIA4",
"CST3",
"MYC",
"TGFB1",
"CCN2",
"HYOU1",
"PKM",
"BMPR2",
"AXL",
"ATF4",
"HSPA5",
"SOD2",
"YAP1",
"RNASE1",
"SLC25A4",
"PRDX4",
"CD44",
"SOX4",
"CTNNB1",
"PTGDS",
"NUCB2",... | [
8,
7,
3,
6,
603,
14,
468,
306,
426,
193,
431,
225,
530,
427,
147,
389,
556,
76,
273,
438,
61,
52,
46,
272,
526,
620,
469,
515,
450,
100,
528,
151,
454,
408,
206,
301,
336,
276,
346,
264,
258,
420,
357,
247,
238,
231,
390,
... | [
[
0,
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,
0,
0,... | Venous | THD0011 | [
1,
0.9,
0.8,
0.7000000000000001,
0.6,
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,
0.2,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
0,
76.92308044433594,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
76.92308044433594,
0,
0,
0,
0,
76.92308044433594,
0,
0,
0,
0,
0,
0,
307.69232177734375,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaalio-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaalio-1 | [
"EPAS1",
"VIM",
"FN1",
"PECAM1",
"SPARCL1",
"BMPR2",
"RNASE1",
"LUM",
"NAPSA",
"PGC",
"PKM",
"RHOA",
"SAA2",
"IL7R",
"SFTPD",
"FCN3",
"HYOU1",
"LMAN1",
"ITGB1",
"GNG11",
"CEACAM6",
"CD44",
"MGST1",
"COL3A1",
"CST3",
"PDIA3",
"MYDGF",
"EGFR",
"FGF7",
"DCN",
... | [
8,
7,
3,
6,
193,
603,
225,
431,
530,
61,
469,
353,
394,
433,
438,
468,
483,
294,
507,
217,
273,
346,
306,
238,
117,
100,
369,
136,
147,
426,
390,
182,
221,
169,
134,
220,
226,
231,
263,
247,
260,
151,
328,
620,
619,
610,
595... | [
[
0,
1,
1,
1,
1,
0,
1,
0,
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,... | gCap | THD0011 | [
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... |
[
[
0,
0,
37.453182220458984,
74.90636444091797,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
112.35954284667969,
0,
0,
0,
0,
0,
0,
0,
0,
37.453182220458984,
0,
0,
0,
37.453182220458984,
0,
0,
149.812728881835... | train | aaaaanlh-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaanlh-1 | [
"PGC",
"DMBT1",
"EPAS1",
"SFTPD",
"RHOA",
"NAPSA",
"XBP1",
"FN1",
"CD44",
"PECAM1",
"CCN2",
"VIM",
"LUM",
"MGST1",
"SFTPC",
"FCN3",
"HIST1H1C",
"CA4",
"NUCB2",
"YAP1",
"DCN",
"SFTA2",
"HLA-DRA",
"SPARCL1",
"HSPA5",
"PDIA3",
"KRT8",
"KRT18",
"CD34",
"ATF4",
... | [
8,
7,
3,
6,
433,
177,
193,
507,
468,
394,
619,
225,
100,
431,
76,
603,
353,
369,
506,
217,
260,
68,
408,
620,
169,
504,
263,
530,
272,
426,
328,
324,
92,
46,
469,
446,
312,
254,
306,
273,
238,
301,
117,
194,
89,
126,
332,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
1,
0,
0,
1,
1,
1,
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,... | gCap | THD0011 | [
1,
0.9181818181818181,
0.8363636363636363,
0.7545454545454545,
0.7545454545454545,
0.6727272727272727,
0.5909090909090909,
0.5909090909090909,
0.5909090909090909,
0.5909090909090909,
0.509090909090909,
0.509090909090909,
0.509090909090909,
0.42727272727272725,
0.42727272727272725,
0.42... |
[
[
0,
0,
0,
141.34275817871094,
0,
0,
0,
70.67137908935547,
35.335689544677734,
0,
0,
0,
35.335689544677734,
0,
176.67845153808594,
0,
0,
0,
106.00706481933594,
0,
0,
0,
0,
106.00706481933594,
0,
0,
106.007064... | train | aaaaalja-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaalja-1 | [
"EPAS1",
"RTKN2",
"SFTPD",
"ICAM1",
"RHOA",
"PECAM1",
"SPARCL1",
"VIM",
"NAPSA",
"DUOX1",
"ITGB1",
"ITGA3",
"CEACAM6",
"RNASE1",
"ATF4",
"IRF1",
"NKX2-1",
"KRT18",
"MGST1",
"DCN",
"AGER",
"FN1",
"NFKB1",
"PDIA3",
"KRT8",
"PGC",
"KDR",
"SFTA2",
"BMPR2",
"STAT... | [
8,
7,
3,
6,
193,
473,
507,
275,
468,
431,
530,
603,
394,
180,
306,
301,
117,
469,
46,
296,
404,
324,
369,
169,
21,
225,
400,
426,
328,
433,
312,
504,
61,
542,
51,
272,
526,
58,
346,
353,
276,
258,
620,
116,
280,
178,
135,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
0,
1,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
1,
1,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Interstitial Macrophages | THD0011 | [
1,
0.9249999999999999,
0.85,
0.7749999999999999,
0.7,
0.7,
0.7,
0.625,
0.625,
0.625,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.475,
0.4,
0.4,
0.4,
0.32499999999999996,
0.32499999999999996,
0.32499999999999996,
0.32499999999999996,
0.32499999999999996,
... |
[
[
0,
0,
126.05042266845703,
0,
42.016807556152344,
42.016807556152344,
0,
0,
84.03361511230469,
0,
0,
0,
0,
0,
0,
0,
42.016807556152344,
0,
0,
0,
0,
0,
0,
0,
84.03361511230469,
0,
126.05042266845703,
0,
... | train | aaaaanlg-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaanlg-1 | [
"VIM",
"PLIN2",
"EPAS1",
"HLA-DRA",
"LYZ",
"FABP4",
"SOD2",
"HLA-DQA1",
"MARCO",
"SFTPD",
"RHOA",
"CD68",
"HSPA5",
"XBP1",
"NUCB2",
"NUTF2",
"C1QC",
"BMPR2",
"HIST1H1C",
"PECAM1",
"HYOU1",
"FCER1G",
"ACTA2",
"CEACAM6",
"MS4A7",
"IL32",
"IRF1",
"ITGB1",
"LMAN1"... | [
8,
7,
3,
6,
603,
442,
193,
263,
357,
202,
526,
261,
362,
507,
468,
102,
272,
619,
408,
409,
66,
61,
260,
431,
273,
211,
14,
117,
383,
291,
296,
306,
346,
27,
151,
238,
231,
405,
369,
530,
438,
426,
427,
59,
433,
515,
281,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
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,
0,... | aCap | THD0011 | [
1,
0.9099999999999999,
0.82,
0.82,
0.73,
0.64,
0.5499999999999999,
0.5499999999999999,
0.45999999999999996,
0.37,
0.37,
0.37,
0.37,
0.37,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
60.240962982177734,
0,
0,
0,
0,
0,
60.240962982177734,
0,
60.240962982177734,
0,
60.240962982177734,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
120.48192596435547... | train | aaaaaljf-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaljf-1 | [
"PGC",
"SFTPD",
"DMBT1",
"NAPSA",
"SFTPC",
"DUOX1",
"VIM",
"SOD2",
"HLA-DRA",
"ITGB1",
"CD44",
"LUM",
"LTF",
"STAT6",
"MGST1",
"PDIA6",
"RHOA",
"CCL18",
"SSR3",
"HMOX1",
"IDH1",
"YAP1",
"PLIN2",
"XBP1",
"KRT8",
"GSR",
"EPAS1",
"SELENOS",
"LAMP3",
"ITGA3",
... | [
8,
7,
3,
6,
433,
507,
177,
394,
506,
180,
603,
526,
263,
306,
100,
353,
352,
544,
369,
428,
468,
71,
541,
266,
276,
620,
442,
619,
328,
247,
193,
494,
332,
301,
261,
260,
234,
480,
136,
135,
134,
254,
231,
519,
469,
225,
151... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Proliferating Epithelial | THD0011 | [
1,
0.9,
0.8,
0.7000000000000001,
0.6,
0.6,
0.6,
0.5,
0.5,
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,
0.1,
0.1,
0.1,
0.1... |
[
[
0,
0,
119.04762268066406,
119.04762268066406,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
238.09524536132812,
0,
0,
0,
0,
119.04762268066406,
0,
0,
0,
119.04762268066406,
0,
0,
238.09524536132812,
0,
0,
0,
... | train | aaaaaljh-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaljh-1 | [
"RTKN2",
"CEACAM6",
"SFTPD",
"EPAS1",
"ITGB1",
"MGST1",
"PKM",
"VIM",
"STAT6",
"FGF2",
"CEACAM5",
"ATF4",
"BMPR2",
"FN1",
"DUOX1",
"KRT18",
"NAPSA",
"SLC25A4",
"CD247",
"HIF1A",
"MAL",
"SFTPC",
"COL4A3",
"NKX2-1",
"COL3A1",
"CST3",
"CTNNB1",
"RNASE1",
"RHOA",
... | [
8,
7,
3,
6,
473,
117,
507,
193,
306,
369,
438,
603,
544,
220,
116,
46,
61,
225,
180,
324,
394,
515,
87,
258,
358,
506,
137,
404,
136,
147,
151,
469,
468,
169,
426,
428,
431,
182,
194,
494,
353,
528,
586,
557,
14,
21,
275,
... | [
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT1 | THD0011 | [
1,
0.82,
0.64,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,... |
[
[
0,
0,
0,
0,
0,
85.47008514404297,
0,
0,
0,
0,
0,
0,
0,
0,
170.94017028808594,
0,
0,
0,
0,
0,
0,
0,
0,
85.47008514404297,
0,
0,
0,
0,
0,
0,
170.94017028808594,
0,
0,
0,
0,
... | train | aaaaanmg-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaanmg-1 | [
"VIM",
"SPARCL1",
"HERPUD1",
"SOD2",
"LYZ",
"HLA-DRA",
"CTNNB1",
"RHOA",
"HIST1H1C",
"DCN",
"CA4",
"PDIA6",
"PECAM1",
"POSTN",
"RNASE1",
"CD14",
"COL1A1",
"SPCS2",
"SFTA2",
"PDGFRA",
"NKX2-1",
"FCGBP",
"ATF4",
"YAP1",
"NAPSA",
"MS4A7",
"GPR183",
"CD68",
"FCER1... | [
8,
7,
3,
6,
603,
530,
254,
526,
357,
263,
151,
468,
260,
169,
68,
428,
431,
446,
469,
80,
134,
531,
504,
424,
404,
212,
46,
620,
394,
383,
242,
102,
211,
306,
336,
494,
133,
225,
346,
353,
135,
136,
481,
147,
276,
273,
369,
... | [
[
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,... | gCap | THD0011 | [
1,
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,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0... |
[
[
0,
0,
133.3333282470703,
0,
0,
133.3333282470703,
0,
0,
0,
0,
0,
0,
0,
0,
177.77777099609375,
0,
0,
0,
0,
44.44444274902344,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaanln-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaanln-1 | [
"VIM",
"FN1",
"LUM",
"COL1A1",
"COL3A1",
"POSTN",
"HLA-DRA",
"PTGDS",
"COL1A2",
"LYZ",
"SPARCL1",
"HMOX1",
"PDIA3",
"FCGBP",
"HERPUD1",
"FCER1G",
"CST3",
"ATF4",
"PDGFRB",
"MRC1",
"AIF1",
"ACTA2",
"CCN2",
"PDGFRA",
"DCN",
"RHOA",
"SPCS3",
"CTHRC1",
"CENPF",
... | [
8,
7,
3,
6,
603,
225,
353,
134,
136,
446,
263,
454,
135,
357,
530,
266,
426,
212,
254,
211,
147,
46,
425,
379,
23,
14,
76,
424,
169,
468,
532,
149,
118,
544,
214,
469,
602,
242,
619,
273,
507,
506,
490,
133,
304,
346,
348,
... | [
[
0,
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,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Proliferating Mesenchymal | THD0011 | [
1,
0.9181818181818181,
0.8363636363636363,
0.7545454545454545,
0.7545454545454545,
0.6727272727272727,
0.5909090909090909,
0.5909090909090909,
0.509090909090909,
0.509090909090909,
0.42727272727272725,
0.42727272727272725,
0.34545454545454546,
0.34545454545454546,
0.34545454545454546,
... |
[
[
0,
0,
107.5268783569336,
0,
53.7634391784668,
376.3440856933594,
0,
0,
0,
0,
0,
0,
0,
0,
107.5268783569336,
107.5268783569336,
53.7634391784668,
0,
0,
0,
0,
0,
0,
53.7634391784668,
0,
0,
53.7634391784668,
... | train | aaaaanmi-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaanmi-1 | [
"VIM",
"MS4A7",
"EPAS1",
"AIF1",
"LYZ",
"FCER1G",
"SOD2",
"PGC",
"SFTPD",
"EREG",
"PTPRC",
"NAPSA",
"RHOA",
"ITGAM",
"XBP1",
"PKM",
"CTNNB1",
"ITGB1",
"CD44",
"STAT1",
"HLA-DRA",
"HERPUD1",
"PTGDS",
"MGST1",
"HIF1A",
"CST3",
"HYOU1",
"CD14",
"NFKB1",
"RNASE1... | [
8,
7,
3,
6,
603,
383,
193,
23,
357,
211,
526,
433,
507,
196,
456,
394,
468,
303,
619,
438,
151,
306,
100,
542,
263,
254,
454,
369,
258,
147,
273,
80,
400,
469,
352,
276,
580,
109,
47,
14,
46,
216,
266,
264,
519,
516,
514,
... | [
[
0,
1,
1,
1,
1,
0,
0,
0,
1,
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,
0,
0,
0,
0,
0,
0,
0,... | Interstitial Macrophages | THD0011 | [
1,
0.8875,
0.775,
0.775,
0.6625,
0.6625,
0.55,
0.55,
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,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21... |
[
[
0,
0,
83.33333587646484,
83.33333587646484,
0,
41.66666793823242,
0,
0,
0,
0,
0,
0,
0,
0,
125,
0,
0,
0,
41.66666793823242,
0,
0,
0,
0,
41.66666793823242,
0,
0,
166.6666717529297,
0,
0,
0,
83... | train | aaaaalka-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaalka-1 | [
"EPAS1",
"VIM",
"LUM",
"PECAM1",
"RHOA",
"DCN",
"ITGB1",
"SFTPC",
"NAPSA",
"SPARCL1",
"COL1A2",
"FN1",
"SOD2",
"PGC",
"HIF1A",
"BMPR2",
"YAP1",
"CTNNB1",
"IL7R",
"WWTR1",
"ATF4",
"PLIN2",
"HERPUD1",
"GNG11",
"HIST1H1C",
"ACTA2",
"AGER",
"COL3A1",
"MGST1",
"C... | [
8,
7,
3,
6,
193,
603,
353,
431,
468,
169,
306,
506,
394,
530,
135,
225,
526,
433,
258,
61,
620,
151,
294,
618,
46,
442,
254,
238,
260,
14,
21,
136,
369,
147,
490,
217,
68,
426,
117,
507,
279,
194,
420,
459,
177,
184,
273,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
1,
0,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.9181818181818181,
0.8363636363636363,
0.7545454545454545,
0.7545454545454545,
0.6727272727272727,
0.5909090909090909,
0.5909090909090909,
0.509090909090909,
0.509090909090909,
0.42727272727272725,
0.42727272727272725,
0.42727272727272725,
0.34545454545454546,
0.34545454545454546,
... |
[
[
0,
0,
209.7902069091797,
0,
0,
0,
0,
69.93006896972656,
0,
0,
0,
0,
0,
69.93006896972656,
69.93006896972656,
0,
0,
0,
0,
0,
69.93006896972656,
0,
0,
0,
0,
0,
69.93006896972656,
0,
69.93006896972656,... | train | aaaaanna-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaanna-1 | [
"VIM",
"EPAS1",
"SPARCL1",
"HERPUD1",
"PECAM1",
"LUM",
"HLA-DRA",
"POSTN",
"FN1",
"RNASE1",
"PDIA3",
"RHOA",
"IL7R",
"ACTA2",
"PTGDS",
"CCL21",
"ITGB1",
"LYZ",
"CD14",
"FCER1G",
"CST3",
"EGFR",
"ERLEC1",
"TTC19",
"DCN",
"FGF7",
"FKBP11",
"UBE2J1",
"CTNNB1",
... | [
8,
7,
3,
6,
603,
193,
530,
254,
431,
353,
263,
446,
225,
469,
426,
468,
294,
14,
454,
73,
306,
357,
80,
211,
147,
182,
197,
590,
169,
221,
224,
594,
151,
231,
194,
258,
532,
266,
448,
483,
442,
438,
433,
519,
480,
526,
389,
... | [
[
0,
1,
1,
1,
1,
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,... | Venous | THD0011 | [
1,
0.8875,
0.775,
0.6625,
0.6625,
0.55,
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,
0.1,
0.1,
0.1,
0.1,
0.1... |
[
[
0,
0,
65.78947448730469,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
65.78947448730469,
0,
65.78947448730469,
0,
0,
65.78947448730469,
0,
0,
0,
131.57894897460938,
0,
0,
263.15789794921875,
0,
0,
0,
0,... | train | aaaaalmp-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaalmp-1 | [
"VIM",
"EPAS1",
"SPARCL1",
"KRT8",
"IL7R",
"PGC",
"PECAM1",
"NAPSA",
"BMPR2",
"ICAM1",
"FN1",
"CST3",
"LMAN1",
"NFKB1",
"RHOA",
"EPCAM",
"SFTPD",
"HIST1H1C",
"MGST1",
"SOX4",
"HLA-DRA",
"NUTF2",
"DMBT1",
"CEACAM6",
"PDIA3",
"ITGB1",
"BCL2L1",
"KRT18",
"ITGA3",... | [
8,
7,
3,
6,
603,
193,
530,
328,
294,
433,
431,
394,
61,
275,
225,
147,
346,
400,
468,
194,
507,
260,
369,
528,
263,
409,
177,
117,
426,
306,
58,
324,
301,
48,
312,
427,
517,
454,
515,
514,
456,
506,
46,
169,
620,
490,
126,
... | [
[
0,
1,
1,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.8875,
0.775,
0.6625,
0.6625,
0.6625,
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,
0,
96.46302795410156,
0,
0,
0,
0,
0,
0,
64.30868530273438,
0,
0,
0,
0,
257.2347412109375,
0,
0,
0,
0,
0,
0,
32.15434265136719,
0,
0,
0,
0,
64.30868530273438,
0,
0,
0,
0,
0,
0,
... | train | aaaaalkg-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaalkg-1 | [
"SFTPC",
"PGC",
"SFTPD",
"NAPSA",
"XBP1",
"CD44",
"DMBT1",
"ATF4",
"MGST1",
"VIM",
"LAMP3",
"FN1",
"DUOX1",
"HLA-DRA",
"ITGB1",
"SOD2",
"HIST1H1C",
"HMOX1",
"SFTA2",
"SPCS3",
"COL1A2",
"YAP1",
"SPARCL1",
"COL3A1",
"HERPUD1",
"RHOA",
"EPAS1",
"COL1A1",
"CTNNB1"... | [
8,
7,
3,
6,
506,
433,
507,
394,
619,
100,
177,
46,
369,
603,
332,
225,
180,
263,
306,
526,
260,
266,
504,
532,
135,
620,
530,
136,
254,
468,
193,
134,
151,
438,
618,
14,
276,
531,
519,
272,
483,
537,
147,
258,
120,
247,
357,... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
1,
0,
0,
1,
0,
0,
1,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9249999999999999,
0.9249999999999999,
0.85,
0.7749999999999999,
0.7,
0.625,
0.625,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.475,
0.475,
0.4,
0.4,
0.4,
0.32499999999999996,
0.32499999999999996,
0.32499999999999996,
0.32499999999999996,
0.3249999999999... |
[
[
0,
0,
38.75968933105469,
116.27906799316406,
38.75968933105469,
0,
0,
38.75968933105469,
38.75968933105469,
0,
0,
0,
0,
0,
116.27906799316406,
0,
0,
0,
0,
0,
38.75968933105469,
0,
0,
0,
38.75968933105469,
0,
... | train | aaaaalmo-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaalmo-1 | [
"PGC",
"DMBT1",
"MGST1",
"NAPSA",
"SFTPD",
"EPAS1",
"HLA-DRA",
"KRT8",
"SFTPC",
"EPCAM",
"RHOA",
"VIM",
"NKX2-1",
"XBP1",
"KRT18",
"HIST1H1C",
"PKM",
"PECAM1",
"ITGB1",
"LAMP3",
"CD44",
"SFTA2",
"FN1",
"AGER",
"LUM",
"YAP1",
"ATF4",
"PCNA",
"CTNNB1",
"GSR",
... | [
8,
7,
3,
6,
433,
177,
369,
394,
507,
193,
263,
328,
506,
194,
468,
603,
404,
619,
324,
260,
438,
431,
306,
332,
100,
504,
225,
21,
353,
620,
46,
420,
151,
247,
489,
120,
117,
427,
483,
526,
276,
530,
169,
275,
197,
279,
294,... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9249999999999999,
0.85,
0.85,
0.7749999999999999,
0.7,
0.625,
0.625,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.475,
0.475,
0.475,
0.4,
0.4,
0.32499999999999996,
0.32499999999999996,
0.32499999999999996,
0.32499999999999996,
0.324... |
[
[
0,
0,
0,
0,
61.7283935546875,
0,
0,
0,
0,
92.59259033203125,
0,
0,
0,
0,
185.1851806640625,
0,
0,
0,
0,
0,
0,
0,
0,
30.86419677734375,
0,
0,
92.59259033203125,
0,
61.7283935546875,
0,
0,
... | train | aaaaalkh-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaalkh-1 | [
"VIM",
"SFTPC",
"SFTPD",
"DMBT1",
"PGC",
"CD44",
"NAPSA",
"MGST1",
"EPAS1",
"XBP1",
"HLA-DRA",
"HERPUD1",
"RHOA",
"ITGB1",
"HIST1H1C",
"LUM",
"PDGFRB",
"ATF4",
"DCN",
"LAMP3",
"SPARCL1",
"SELENOS",
"COL1A2",
"IDH1",
"PDIA6",
"PDIA3",
"FN1",
"LYZ",
"CCN2",
"I... | [
8,
7,
3,
6,
603,
506,
507,
177,
433,
100,
394,
369,
193,
619,
263,
254,
468,
306,
260,
353,
425,
46,
169,
332,
530,
494,
135,
276,
428,
426,
225,
357,
76,
294,
456,
231,
31,
61,
481,
171,
180,
264,
454,
404,
526,
431,
217,
... | [
[
0,
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,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.94375,
0.8875,
0.83125,
0.775,
0.71875,
0.6625,
0.60625,
0.60625,
0.55,
0.49375,
0.4375,
0.38125,
0.38125,
0.38125,
0.38125,
0.38125,
0.38125,
0.325,
0.325,
0.325,
0.325,
0.26875000000000004,
0.26875000000000004,
0.26875000000000004,
0.26875000000000004,
0.26... |
[
[
0,
0,
1824.5614013671875,
0,
0,
35.08771896362305,
0,
0,
0,
0,
0,
0,
0,
0,
175.4385986328125,
0,
0,
0,
35.08771896362305,
70.1754379272461,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaaneh-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaneh-1 | [
"ACTA2",
"VIM",
"FN1",
"ITGB1",
"SPARCL1",
"PECAM1",
"EPAS1",
"COL1A2",
"CTNNB1",
"ATF4",
"PDIA3",
"HIF1A",
"YAP1",
"CST3",
"CCN2",
"TGFB2",
"HIST1H1C",
"HSPA5",
"RHOA",
"HMGA1",
"PDGFRB",
"WWTR1",
"ITGA3",
"PKM",
"CD44",
"SOD2",
"UGDH",
"ITGAV",
"AXL",
"PDI... | [
8,
7,
3,
6,
14,
603,
225,
306,
530,
431,
193,
135,
151,
46,
426,
258,
620,
147,
76,
557,
260,
272,
468,
264,
425,
618,
301,
438,
100,
526,
597,
304,
52,
428,
556,
427,
424,
523,
255,
254,
312,
515,
238,
133,
231,
390,
409,
... | [
[
0,
1,
1,
1,
1,
1,
1,
0,
1,
1,
0,
1,
1,
0,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | not available | THD0011 | [
1,
0.9307692307692308,
0.8615384615384616,
0.7923076923076923,
0.7230769230769231,
0.6538461538461539,
0.5846153846153846,
0.5153846153846154,
0.4461538461538461,
0.3769230769230769,
0.3769230769230769,
0.3076923076923077,
0.3076923076923077,
0.3076923076923077,
0.23846153846153847,
0.... |
[
[
0,
0,
84.74576568603516,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
84.74576568603516,
0,
0,
0,
0,
0,
0,
84.74576568603516,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaalkj-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaalkj-1 | [
"VIM",
"COL3A1",
"LUM",
"FN1",
"HLA-DRA",
"LYZ",
"TOP2A",
"DCN",
"COL1A2",
"MKI67",
"PDIA3",
"PDGFRA",
"SPARCL1",
"FCER1G",
"ITGB1",
"PTGDS",
"COL1A1",
"SPRY2",
"CENPF",
"SFTPC",
"HYOU1",
"CD44",
"POSTN",
"RNASE1",
"CST3",
"RHOA",
"S100A9",
"SLC25A37",
"PKM",
... | [
8,
7,
3,
6,
603,
136,
353,
225,
263,
357,
581,
169,
135,
371,
426,
424,
530,
211,
306,
454,
134,
537,
118,
506,
273,
100,
446,
469,
147,
468,
481,
514,
438,
420,
431,
324,
328,
266,
261,
258,
358,
254,
250,
247,
379,
394,
40... | [
[
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,... | not available | THD0011 | [
1,
0.85,
0.85,
0.85,
0.7,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
512.8204956054688,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
128.2051239013672,
0,
0,
0,
0,
0,
0,
0,
0,
128.2051239013672,
0,
0,
128.2051239013672,
0,
0,
0,
0,
0,
0,
0,
0,
0... | train | aaaaanga-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaanga-1 | [
"VIM",
"FN1",
"ITGB1",
"ACTA2",
"HMGA1",
"CCN2",
"RHOA",
"FGF2",
"ZEB1",
"SPARCL1",
"PDIA4",
"ICAM1",
"TGFB1",
"PECAM1",
"NUCB2",
"PDIA3",
"SPCS3",
"HERPUD1",
"MYC",
"MYDGF",
"GNG11",
"BMPR2",
"OAS2",
"NUTF2",
"COL3A1",
"ATF4",
"EPAS1",
"UCHL3",
"UBE2J1",
"K... | [
8,
7,
3,
6,
603,
225,
306,
14,
264,
76,
468,
220,
621,
530,
427,
275,
556,
431,
408,
426,
532,
254,
389,
390,
238,
61,
410,
409,
136,
46,
193,
596,
594,
312,
58,
182
] | [
[
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
[
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0... | Arteriole | THD0011 | [
1,
0.85,
0.7,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
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,
0,
0,
169.49151611328125,
0,
169.49151611328125,
0,
169.49151611328125,
0,
56.49717330932617,
0,
0,
0,
0,
0,
0,
0,
0,
0,
56.49717330932617,
56.49717330932617,
0,
0,
112.99434661865234,
0,
0,
0,
0,
... | train | aaaaalmb-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaalmb-1 | [
"VIM",
"LYZ",
"ICAM1",
"FN1",
"KRT18",
"EPAS1",
"ITGB1",
"RHOA",
"SFTPD",
"NAPSA",
"RNASE1",
"HERPUD1",
"KRT8",
"HIST1H1C",
"CEACAM6",
"AKR1C1",
"AIF1",
"SFTPC",
"AGER",
"MGST1",
"DUOX1",
"CD44",
"LUM",
"GCLM",
"SFTA2",
"FCGR3A",
"EHMT1",
"DNAJB9",
"HSPA5",
... | [
8,
7,
3,
6,
603,
357,
275,
225,
324,
193,
306,
468,
507,
394,
469,
254,
328,
260,
117,
26,
23,
506,
21,
369,
180,
100,
353,
231,
504,
214,
184,
178,
272,
194,
602,
519,
427,
619,
58,
514,
255,
258,
212,
494,
404,
480,
146,
... | [
[
0,
1,
1,
1,
1,
1,
0,
1,
1,
1,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT1 | THD0011 | [
1,
0.8875,
0.775,
0.6625,
0.6625,
0.6625,
0.55,
0.55,
0.55,
0.4375,
0.4375,
0.4375,
0.4375,
0.325,
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,
0.21250000000000... |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.