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,
95.69377899169922,
0,
0,
95.69377899169922,
0,
0,
0,
95.69377899169922,
0,
0,
0,
0,
95.69377899169922,
0,
47.84688949584961,
0,
0,
95.69377899169922,
0,
47.84688949584961,
0,
0,
0,
0,
0,
0,
47... | train | aaaaaeoi-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaeoi-1 | [
"VIM",
"HMOX1",
"LYZ",
"PLIN2",
"HLA-DRA",
"CD68",
"SOD2",
"MS4A7",
"CD44",
"RHOA",
"HLA-DQA1",
"XBP1",
"CST3",
"IDH1",
"HERPUD1",
"ICAM1",
"IRF1",
"UBE2J1",
"ITGAX",
"OAS2",
"MARCO",
"ANKRD28",
"SPCS3",
"MANF",
"PTPRC",
"FCER1G",
"HSPA5",
"AIF1",
"SLC1A3",
... | [
8,
7,
3,
6,
603,
266,
357,
442,
263,
102,
526,
383,
100,
468,
261,
619,
147,
276,
254,
275,
296,
594,
305,
410,
362,
31,
532,
360,
456,
211,
272,
23,
513,
490,
14,
231,
46,
541,
400,
151,
52,
247,
531,
424,
184,
171,
428,
... | [
[
0,
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,
0,
0,
0,
0,
0,
0,
0,
0,... | FABP4+ Macrophages | THD0011 | [
1,
0.9099999999999999,
0.9099999999999999,
0.82,
0.73,
0.64,
0.5499999999999999,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.37,
0.37,
0.37,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
... |
[
[
0,
0,
80,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
160,
0,
80,
160,
0,
0,
0,
80,
0,
80,
80,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
320,
0,
0,
0,
80,
0,
0,
... | train | aaaaaepl-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaepl-1 | [
"VIM",
"PLIN2",
"CCL5",
"XBP1",
"SPP1",
"CD44",
"CD8A",
"PPARG",
"GNLY",
"PDIA6",
"PDIA3",
"TGFB1",
"FCER1G",
"NKG7",
"MS4A7",
"GSR",
"HIF1A",
"HLA-DRA",
"S100A9",
"HMOX1",
"CD68",
"MARCO",
"CD3E",
"CD3D",
"ITGB1",
"FCGR3A",
"RHOA",
"KLRC1",
"TRAC",
"ATP2A3"... | [
8,
7,
3,
6,
603,
442,
75,
619,
536,
100,
110,
448,
239,
428,
426,
556,
211,
403,
383,
247,
258,
263,
481,
266,
102,
362,
95,
94,
306,
214,
468,
317,
585,
50,
46,
253,
260,
206,
264,
519,
360,
59,
276,
357,
103,
594,
55,
49... | [
[
0,
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,
0,
0,... | NK cells | THD0011 | [
1,
0.82,
0.64,
0.64,
0.64,
0.64,
0.64,
0.64,
0.64,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,... |
[
[
0,
0,
77.22007751464844,
0,
0,
0,
0,
38.61003875732422,
0,
38.61003875732422,
0,
0,
0,
0,
231.6602325439453,
0,
0,
0,
77.22007751464844,
0,
0,
0,
0,
77.22007751464844,
0,
0,
0,
0,
0,
0,
38.6... | train | aaaaaenf-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaenf-1 | [
"PGC",
"SFTPD",
"SFTPC",
"NAPSA",
"DMBT1",
"MGST1",
"HLA-DRA",
"LAMP3",
"CD44",
"SCGB3A2",
"TOP1",
"RHOA",
"ATF4",
"XBP1",
"NKX2-1",
"RNASE1",
"EPAS1",
"DUOX1",
"KRT8",
"HIST1H1C",
"EPCAM",
"HMOX1",
"DNAJB9",
"NUCB2",
"BCL2L1",
"SFTA2",
"CFTR",
"AXIN2",
"ACTA2... | [
8,
7,
3,
6,
433,
507,
506,
394,
177,
369,
263,
332,
100,
489,
580,
468,
46,
619,
404,
469,
193,
180,
328,
260,
194,
266,
178,
408,
58,
504,
120,
51,
14,
603,
610,
618,
324,
537,
247,
428,
531,
360,
137,
526,
400,
135,
488,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9307692307692308,
0.9307692307692308,
0.8615384615384616,
0.7923076923076923,
0.7230769230769231,
0.6538461538461539,
0.5846153846153846,
0.5153846153846154,
0.5153846153846154,
0.5153846153846154,
0.4461538461538461,
0.4461538461538461,
0.3769230769230769,
0.3769230769230769,
0.3... |
[
[
0,
0,
98.03921508789062,
0,
0,
130.7189483642578,
0,
32.67973709106445,
0,
65.3594741821289,
0,
0,
0,
0,
32.67973709106445,
0,
32.67973709106445,
0,
0,
98.03921508789062,
0,
0,
0,
0,
0,
0,
0,
0,
196... | train | aaaaaepf-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaepf-1 | [
"VIM",
"LYZ",
"HLA-DRA",
"CD44",
"HMOX1",
"PLIN2",
"CD68",
"SOD2",
"HSPA5",
"MARCO",
"PDIA3",
"FCER1G",
"C1QC",
"RHOA",
"PKM",
"HYOU1",
"MS4A7",
"IDH1",
"HLA-DQA1",
"XBP1",
"AIF1",
"PPARG",
"AXL",
"ACTA2",
"ITGB1",
"CCL18",
"HIF1A",
"MANF",
"OAS3",
"ANKRD28"... | [
8,
7,
3,
6,
603,
357,
263,
100,
266,
442,
102,
526,
272,
362,
426,
211,
66,
468,
438,
273,
383,
276,
261,
619,
23,
448,
52,
14,
306,
71,
258,
360,
411,
31,
541,
536,
531,
202,
428,
303,
379,
147,
336,
490,
304,
296,
480,
3... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SPP1+ Macrophages | THD0011 | [
1,
0.9181818181818181,
0.8363636363636363,
0.7545454545454545,
0.7545454545454545,
0.6727272727272727,
0.5909090909090909,
0.5909090909090909,
0.5909090909090909,
0.5909090909090909,
0.5909090909090909,
0.509090909090909,
0.509090909090909,
0.42727272727272725,
0.42727272727272725,
0.4... |
[
[
0,
0,
33.003299713134766,
0,
0,
33.003299713134766,
0,
33.003299713134766,
165.01649475097656,
33.003299713134766,
0,
0,
0,
0,
363.0362854003906,
66.00659942626953,
33.003299713134766,
0,
0,
33.003299713134766,
0,
33.003299713... | train | aaaaaelf-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaelf-1 | [
"VIM",
"LYZ",
"SOD2",
"HMOX1",
"PLIN2",
"HLA-DRA",
"MS4A7",
"ATF4",
"CD44",
"CD68",
"ITGAX",
"HLA-DQA1",
"XBP1",
"SLC1A3",
"RHOA",
"PPARG",
"AKR1C2",
"FCER1G",
"IDH1",
"ITGB1",
"HSPA5",
"GCLM",
"PKM",
"HYOU1",
"MARCO",
"IRF1",
"HAVCR2",
"HERPUD1",
"CCL18",
"... | [
8,
7,
3,
6,
603,
357,
526,
266,
442,
263,
383,
46,
100,
102,
305,
261,
619,
513,
468,
448,
27,
211,
276,
306,
272,
231,
438,
273,
362,
296,
253,
254,
71,
556,
544,
528,
594,
66,
426,
193,
247,
410,
47,
146,
214,
206,
433,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
1,
0,
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,... | FABP4+ Macrophages | THD0011 | [
1,
0.9400000000000001,
0.88,
0.8200000000000001,
0.76,
0.7000000000000001,
0.64,
0.5800000000000001,
0.52,
0.4600000000000001,
0.4600000000000001,
0.4,
0.4,
0.34,
0.34,
0.34,
0.34,
0.28,
0.28,
0.28,
0.28,
0.22000000000000003,
0.22000000000000003,
0.22000000000000003,
... |
[
[
0,
0,
109.89010620117188,
0,
0,
0,
0,
0,
0,
0,
0,
109.89010620117188,
0,
0,
0,
219.78021240234375,
0,
109.89010620117188,
0,
0,
0,
0,
0,
109.89010620117188,
0,
0,
0,
0,
0,
0,
0,
0,
0... | train | aaaaaeph-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaeph-1 | [
"EPAS1",
"VIM",
"IL7R",
"HLA-DRA",
"HIST1H1C",
"ITGB1",
"CD34",
"WWTR1",
"CTNNB1",
"RHOA",
"XBP1",
"PGC",
"ATF6",
"FN1",
"KDR",
"FCN3",
"MEG3",
"KRT8",
"HERPUD1",
"HAVCR2",
"GNG11",
"FCGR3A",
"FAS",
"DMBT1",
"CST3",
"CSPG4",
"CLDN5",
"HLA-DQA1",
"VEGFA",
"TG... | [
8,
7,
3,
6,
193,
603,
294,
263,
260,
306,
92,
618,
151,
468,
619,
433,
47,
225,
312,
217,
366,
328,
254,
253,
238,
214,
206,
177,
147,
146,
126,
261,
602,
556,
273,
537,
523,
507,
469,
450,
448,
431,
408,
404,
309,
97,
301,
... | [
[
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.85,
0.7,
0.5499999999999999,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
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,
90.90908813476562,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
90.90908813476562,
181.81817626953125,
0,
90.90908813476562,
0,
90.90908813476562,
0,
0,
0,
0,
0,
0,
0,
181.81817626953125,
0,
90.9090881347656... | train | aaaaaenn-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaenn-1 | [
"EPAS1",
"VIM",
"PECAM1",
"FN1",
"LUM",
"WWTR1",
"RHOA",
"SFTPD",
"CA4",
"RAMP2",
"XBP1",
"ATF4",
"PDGFRA",
"PDIA3",
"NUCB2",
"BMPR2",
"SNAI2",
"SPARCL1",
"SFTPC",
"SMAD4",
"GSR",
"CDH26",
"SPCS3",
"GNG11",
"HIST1H1C",
"PGC",
"CGA",
"SELENOS",
"SEC11C",
"COL... | [
8,
7,
3,
6,
193,
603,
431,
225,
353,
618,
468,
507,
68,
459,
619,
46,
424,
426,
408,
61,
523,
530,
506,
519,
247,
113,
532,
238,
260,
433,
121,
494,
490,
136,
263,
473,
217,
151,
312,
169,
425,
197,
383,
390,
294,
594,
279,
... | [
[
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,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
82.6446304321289,
0,
0,
0,
82.6446304321289,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
165.2892608642578,
... | train | aaaaaelp-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaelp-1 | [
"VIM",
"EPAS1",
"FN1",
"DCN",
"SPARCL1",
"COL1A2",
"PTGDS",
"KDR",
"LUM",
"COL3A1",
"ITGB1",
"XBP1",
"CCN2",
"DNAJB9",
"PDGFRA",
"RHOA",
"MGST1",
"CD34",
"HMOX1",
"HIF1A",
"HIST1H1C",
"YAP1",
"UBE2J1",
"KRT8",
"SNCA",
"CD44",
"SFTPD",
"CEACAM6",
"COL1A1",
"L... | [
8,
7,
3,
6,
603,
193,
225,
169,
530,
135,
454,
312,
353,
136,
306,
619,
76,
178,
424,
468,
369,
92,
266,
258,
260,
620,
594,
328,
524,
100,
507,
117,
134,
336,
147,
348,
279,
151,
254,
171,
264,
180,
442,
438,
263,
194,
431,... | [
[
0,
1,
1,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Fibroblasts | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.6142857142857143,
0.6142857142857143,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.... |
[
[
0,
0,
41.84100341796875,
0,
0,
0,
0,
0,
0,
83.6820068359375,
0,
0,
0,
41.84100341796875,
334.72802734375,
0,
0,
0,
41.84100341796875,
0,
41.84100341796875,
0,
0,
41.84100341796875,
0,
0,
0,
0,
0,
... | train | aaaaaepb-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaepb-1 | [
"SFTPD",
"PGC",
"SFTPC",
"NAPSA",
"HLA-DRA",
"DMBT1",
"XBP1",
"DUOX1",
"MGST1",
"ATF4",
"EPAS1",
"LAMP3",
"NKX2-1",
"SFTA2",
"YAP1",
"ITGB6",
"PLIN2",
"CD44",
"SAA2",
"RNASE1",
"ITGA3",
"VIM",
"HMOX1",
"LTF",
"HERPUD1",
"HIF1A",
"S100A9",
"STAT1",
"PDIA3",
"... | [
8,
7,
3,
6,
507,
433,
506,
394,
263,
177,
619,
180,
369,
46,
193,
332,
404,
504,
620,
308,
442,
100,
483,
469,
301,
603,
266,
352,
254,
258,
481,
542,
426,
328,
194,
306,
31,
468,
151,
225,
400,
178,
515,
519,
389,
120,
438,... | [
[
0,
1,
1,
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,... | AT2 | THD0011 | [
1,
0.9181818181818181,
0.8363636363636363,
0.7545454545454545,
0.7545454545454545,
0.6727272727272727,
0.6727272727272727,
0.6727272727272727,
0.5909090909090909,
0.5909090909090909,
0.509090909090909,
0.509090909090909,
0.42727272727272725,
0.34545454545454546,
0.34545454545454546,
0.... |
[
[
0,
0,
96.15384674072266,
96.15384674072266,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
96.15384674072266,
96.15384674072266,
0,
0,
192.3076934814453,
0,
0,
0,
96.15384674072266,
0,
0,
0,
96.15384674072266,
0,
0,... | train | aaaaaepe-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaepe-1 | [
"VIM",
"LUM",
"FN1",
"EPAS1",
"PDGFRA",
"SPARCL1",
"ICAM1",
"PTGDS",
"DCN",
"FCGBP",
"HLA-DRA",
"CD44",
"CD68",
"SFTPD",
"AXIN2",
"YAP1",
"XBP1",
"RNASE1",
"FGF7",
"PLIN2",
"LYZ",
"EGFR",
"HIST1H1C",
"PKM",
"MGST1",
"PECAM1",
"RHOA",
"SOD2",
"MRC1",
"PCNA",
... | [
8,
7,
3,
6,
603,
353,
225,
193,
424,
530,
275,
454,
169,
212,
263,
100,
102,
507,
51,
620,
619,
469,
221,
442,
357,
182,
260,
438,
369,
431,
468,
526,
379,
420,
134,
135,
151,
558,
214,
76,
294,
594,
276,
47,
590,
321,
61,
... | [
[
0,
1,
1,
1,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Alveolar FBs | THD0011 | [
1,
0.85,
0.7,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
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,
0,
208.3333282470703,
0,
0,
0,
0,
208.3333282470703,
0,
0,
0,
0,
0,
0,
104.16666412353516,
0,
0,
0,
104.16666412353516,
0,
0,
0,
104.16666412353516,
0,
0,
0,
104.16666412353516,
0,
0,
0,
... | train | aaaaaekg-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaekg-1 | [
"EPAS1",
"VIM",
"HERPUD1",
"IL7R",
"ITGB1",
"HIST1H1C",
"FN1",
"FCN3",
"KDR",
"WWTR1",
"AKR1C1",
"ACTA2",
"RHOA",
"MGST1",
"SFTPD",
"SNAI1",
"ICAM1",
"SPP1",
"CD34",
"HLA-DRA",
"PDIA4",
"SMAD4",
"SFTPC",
"SELENOS",
"COL1A2",
"STAT6",
"GCLM",
"MYDGF",
"CST3",
... | [
8,
7,
3,
6,
193,
603,
254,
294,
306,
260,
225,
217,
312,
618,
26,
14,
468,
369,
507,
522,
275,
536,
92,
263,
427,
519,
506,
494,
135,
544,
231,
390,
147,
469,
454,
438,
420,
182,
184,
433,
197,
383,
556,
426,
332,
280,
620,
... | [
[
0,
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,
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,
0.4,
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,
87.71929931640625,
0,
87.71929931640625,
0,
87.71929931640625,
0,
87.71929931640625,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
175.4385986328125,
0,
0,
0,
175.4385986328125,
... | train | aaaaaemf-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaemf-1 | [
"EPAS1",
"VIM",
"PECAM1",
"IL7R",
"HLA-DRA",
"RHOA",
"YAP1",
"ITGB1",
"HMOX1",
"CD14",
"CTNNB1",
"MRC1",
"HIST1H1C",
"CA4",
"SFTPD",
"BMPR2",
"HLA-DQA1",
"HIF1A",
"HEY1",
"HERPUD1",
"MANF",
"SPARCL1",
"EHMT1",
"KLRB1",
"GPR183",
"SLC7A11",
"SLC25A4",
"PKM",
"N... | [
8,
7,
3,
6,
193,
603,
431,
294,
263,
468,
620,
306,
266,
80,
151,
379,
260,
68,
507,
61,
261,
258,
257,
254,
360,
530,
184,
316,
242,
517,
515,
438,
394,
442,
401,
136,
469,
169,
206,
100,
522,
433,
615,
353,
26,
23,
280,
... | [
[
0,
1,
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,
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,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
129.87013244628906,
0,
0,
0,
0,
64.93506622314453,
0,
0,
0,
0,
0,
0,
194.80520629882812,
0,
0,
0,
0,
0,
0,
0,
0,
64.93506622314453,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaaene-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaene-1 | [
"PGC",
"NAPSA",
"SFTPD",
"VIM",
"EPAS1",
"LAMP3",
"RHOA",
"CD44",
"MGST1",
"SFTA2",
"DUOX1",
"XBP1",
"FN1",
"EGFR",
"HLA-DRA",
"YAP1",
"ATF4",
"DCN",
"KRT18",
"PDIA6",
"PDIA3",
"SPCS2",
"S100A8",
"SAA2",
"ACTA2",
"HSPA5",
"PKM",
"GKN2",
"HIF1A",
"SPCS3",
"... | [
8,
7,
3,
6,
433,
394,
507,
603,
193,
332,
468,
100,
369,
504,
180,
619,
225,
182,
263,
620,
46,
169,
324,
428,
426,
531,
480,
483,
14,
272,
438,
234,
258,
532,
469,
389,
134,
147,
151,
211,
177,
194,
431,
494,
261,
621,
542,... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.8875,
0.775,
0.775,
0.6625,
0.55,
0.55,
0.4375,
0.4375,
0.4375,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.2125000000000... |
[
[
0,
0,
0,
0,
0,
64.51612854003906,
0,
0,
0,
0,
0,
0,
0,
64.51612854003906,
64.51612854003906,
0,
64.51612854003906,
0,
0,
0,
0,
0,
64.51612854003906,
0,
0,
0,
0,
0,
64.51612854003906,
0,
0,
... | train | aaaaaenb-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaenb-1 | [
"VIM",
"MS4A7",
"HERPUD1",
"HMOX1",
"IDH1",
"FCER1G",
"GPR183",
"CD44",
"LYZ",
"HAVCR2",
"SFTPD",
"MRC1",
"MARCO",
"EPAS1",
"HIF1A",
"ITGAX",
"CST3",
"CXCR4",
"HLA-DRA",
"CD68",
"VEGFA",
"HIST1H1C",
"RHOA",
"NFKB1",
"FCGR3A",
"PKM",
"YAP1",
"MGST1",
"KRT8",
... | [
8,
7,
3,
6,
603,
383,
254,
266,
276,
211,
242,
100,
357,
253,
507,
379,
362,
193,
258,
305,
147,
163,
263,
102,
602,
260,
468,
400,
214,
438,
620,
369,
328,
194,
428,
526,
427,
45,
109,
23,
513,
117,
384,
390,
394,
177,
225,... | [
[
0,
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,
0,
0,
0,
0,
0,... | Macrophages | THD0011 | [
1,
0.8714285714285716,
0.8714285714285716,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.6142857142857143,
0.6142857142857143,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
59.17159652709961,
0,
0,
0,
118.34319305419922,
118.34319305419922,
0,
0,
0,
59.17159652709961,
0,
0,
0,
0,
118.34319305419922,
0,
0,
59.17159652709961,
0,
0,
0,
0... | train | aaaaajfc-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaajfc-1 | [
"SFTPC",
"SFTPD",
"PGC",
"CD44",
"DMBT1",
"NAPSA",
"HLA-DRA",
"SFTA2",
"NKX2-1",
"HIST1H1C",
"CTNNB1",
"LAMP3",
"SOD2",
"MGST1",
"ATF4",
"HSPA5",
"DUOX1",
"RHOA",
"BCL2L1",
"VEGFA",
"ATF3",
"KRT18",
"HERPUD1",
"HIF1A",
"COL4A3",
"SEC11C",
"CST3",
"SPRY2",
"SSR... | [
8,
7,
3,
6,
506,
507,
433,
100,
177,
394,
263,
504,
404,
260,
151,
332,
526,
369,
46,
272,
180,
468,
58,
602,
45,
324,
254,
258,
137,
490,
147,
537,
541,
542,
544,
31,
120,
193,
366,
532,
346,
515,
615,
597,
51,
594,
328,
... | [
[
0,
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,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9099999999999999,
0.82,
0.73,
0.64,
0.5499999999999999,
0.45999999999999996,
0.45999999999999996,
0.37,
0.37,
0.37,
0.37,
0.28,
0.28,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
103.09278106689453,
0,
0,
103.09278106689453,
0,
0,
0,
0,
0,
0,
0,
0,
515.4639282226562,
0,
0,
0,
103.09278106689453,
103.09278106689453,
0,
0,
0,
0,
0,
0,
103.09278106689453,
0,
103.092781066... | train | aaaacigf-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacigf-1 | [
"VIM",
"EPAS1",
"LYZ",
"CD44",
"ATF4",
"HMOX1",
"MS4A7",
"MRC1",
"SMAD4",
"HERPUD1",
"PECAM1",
"FN1",
"SSR3",
"HLA-DRA",
"HLA-DQA1",
"HIF1A",
"GCLM",
"FKBP11",
"FGF2",
"FCER1G",
"ERLEC1",
"XBP1",
"EHMT1",
"DCN",
"CTNNB1",
"WNT5A",
"IDH1",
"ITGB1",
"STAT1",
"... | [
8,
7,
3,
6,
603,
193,
357,
100,
46,
266,
383,
379,
519,
254,
431,
225,
541,
263,
261,
258,
231,
224,
220,
211,
197,
619,
184,
169,
151,
614,
276,
306,
542,
536,
514,
513,
507,
494,
594,
469,
468,
438,
427,
426,
401,
147,
602... | [
[
0,
1,
1,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Macrophages | THD0011 | [
1,
0.85,
0.85,
0.7,
0.7,
0.5499999999999999,
0.5499999999999999,
0.4,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.... |
[
[
0,
0,
114.9425277709961,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
114.9425277709961,
0,
0,
0,
0,
0,
114.9425277709961,
0,
0,
0,
0,
0,
114.9425277709961,
0,
114.9425277709961,
0,
0,
0,
0,
... | train | aaaacifl-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacifl-1 | [
"VIM",
"LUM",
"FN1",
"EPAS1",
"RHOA",
"PDGFRA",
"SPRY2",
"SOD2",
"DCN",
"ITGAV",
"CD44",
"RTKN2",
"COL3A1",
"EGFR",
"CEACAM6",
"PTGDS",
"STAT1",
"HIST1H1C",
"SPP1",
"CCN2",
"HERPUD1",
"PECAM1",
"HIF1A",
"SELENOS",
"SFTPD",
"SFTA2",
"HMGA1",
"ITGB1",
"PLIN2",
... | [
8,
7,
3,
6,
603,
353,
225,
193,
468,
424,
537,
526,
169,
304,
100,
473,
136,
182,
117,
454,
542,
260,
536,
76,
254,
431,
258,
494,
507,
504,
264,
306,
442,
438,
426,
184,
519,
348,
428,
61,
619,
276,
14,
618,
600,
66,
54,
... | [
[
0,
1,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Fibroblasts | THD0011 | [
1,
0.82,
0.64,
0.64,
0.64,
0.64,
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,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
0,
0,
0,
99.00990295410156,
0,
0,
0,
0,
0,
0,
0,
0,
198.01980590820312,
0,
0,
0,
0,
0,
99.00990295410156,
0,
0,
0,
198.01980590820312,
0,
99.00990295410156,
0,
0,
0,
0,
0,
99.0... | train | aaaaciho-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaciho-1 | [
"EPAS1",
"VIM",
"LYZ",
"FN1",
"HIST1H1C",
"RHOA",
"PGC",
"HLA-DQA1",
"HERPUD1",
"SLC1A3",
"COL3A1",
"RNASE1",
"IL7R",
"CCN2",
"PDGFRA",
"MRC1",
"HLA-DRA",
"PKM",
"BCL2L11",
"DCN",
"ATF4",
"XBP1",
"BANK1",
"SFTA2",
"COL1A1",
"COL1A2",
"S100A8",
"CTNNB1",
"CXCR4... | [
8,
7,
3,
6,
193,
603,
357,
225,
260,
468,
433,
261,
254,
513,
136,
469,
294,
76,
424,
379,
263,
438,
59,
169,
46,
619,
54,
504,
134,
135,
480,
151,
163,
182,
431,
202,
426,
211,
217,
221,
400,
234,
23,
369,
362,
276,
620,
... | [
[
0,
1,
1,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.85,
0.7,
0.7,
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,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
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,
94.3396224975586,
0,
0,
0,
0,
0,
0,
94.3396224975586,
0,
0,
0,
0,
94.3396224975586,
0,
0,
0,
0,
0,
0,
94.3396224975586,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaacihe-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacihe-1 | [
"SFTPC",
"PGC",
"DMBT1",
"YAP1",
"SFTA2",
"SFTPD",
"RHOA",
"NAPSA",
"VIM",
"MGST1",
"LAMP3",
"CD44",
"DUOX1",
"ERLEC1",
"ICAM1",
"PDIA3",
"SPARCL1",
"EPAS1",
"SMAD4",
"SLC25A4",
"SPCS2",
"SEC11C",
"FN1",
"HIF1A",
"S100A9",
"MYDGF",
"FCN3",
"NFKB1",
"CRELD2",
... | [
8,
7,
3,
6,
506,
433,
177,
620,
504,
507,
468,
394,
603,
369,
332,
100,
180,
197,
275,
426,
530,
193,
519,
515,
531,
490,
225,
258,
481,
390,
217,
400,
144,
427,
431,
514,
263,
306,
596,
273,
31,
293,
46,
55,
14,
619
] | [
[
0,
1,
1,
1,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
[
1,
0... | AT2 | THD0011 | [
1,
0.85,
0.7,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
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,
102.04081726074219,
0,
0,
0,
0,
102.04081726074219,
0,
102.04081726074219,
0,
0,
0,
0,
102.04081726074219,
0,
0,
0,
102.04081726074219,
0,
0,
0,
102.04081726074219,
0,
0,
0,
102.04081726074219,
0,... | train | aaaacihh-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacihh-1 | [
"VIM",
"LUM",
"FN1",
"CCN2",
"ITGB1",
"SPARCL1",
"PDGFRB",
"PTGDS",
"COL3A1",
"RHOA",
"HLA-DRA",
"HMOX1",
"SFTPC",
"HIST1H1C",
"LYZ",
"NUCB2",
"PGC",
"SPRY2",
"IDH1",
"SPP1",
"MARCO",
"FGF2",
"EHMT1",
"MGST1",
"CD44",
"SEC11C",
"SMAD4",
"MYC",
"COL1A2",
"RTK... | [
8,
7,
3,
6,
603,
353,
225,
76,
306,
530,
425,
454,
136,
468,
263,
266,
506,
260,
357,
408,
433,
537,
276,
536,
362,
220,
184,
369,
100,
490,
519,
389,
135,
473,
147,
620,
14,
442,
194,
26,
31,
323,
46,
448,
424,
51,
507,
3... | [
[
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Fibroblasts | 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,
0,
0,
0,
329.6703186035156,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
54.94505310058594,
0,
0,
0,
0,
54.94505310058594,
0,
0,
0,
0,
1208.7911376953125,
0,
... | train | aaaaaekc-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaekc-1 | [
"SPP1",
"VIM",
"CCL2",
"LYZ",
"FCER1G",
"MARCO",
"HLA-DRA",
"AIF1",
"HIF1A",
"MRC1",
"ITGB1",
"RNASE1",
"CD44",
"GPR183",
"FCGR3A",
"MS4A7",
"IDH1",
"SPCS2",
"RHOA",
"STAT1",
"HLA-DQA1",
"PKM",
"PDIA4",
"ITGAX",
"BCL2L1",
"SFTPC",
"MYDGF",
"NFKB1",
"CD4",
"I... | [
8,
7,
3,
6,
536,
603,
72,
357,
211,
362,
263,
23,
258,
379,
306,
469,
100,
242,
214,
383,
276,
531,
468,
542,
261,
438,
427,
305,
58,
506,
390,
400,
97,
303,
426,
147,
151,
456,
594,
544,
532,
558,
66,
193,
266,
586,
275,
... | [
[
0,
1,
1,
1,
1,
1,
1,
0,
0,
1,
0,
1,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SPP1+ Macrophages | THD0011 | [
1,
1,
0.9099999999999999,
0.82,
0.73,
0.64,
0.5499999999999999,
0.5499999999999999,
0.45999999999999996,
0.45999999999999996,
0.37,
0.37,
0.28,
0.28,
0.28,
0.28,
0.28,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
58.99705123901367,
0,
0,
0,
0,
29.498525619506836,
0,
0,
0,
0,
117.99410247802734,
0,
58.99705123901367,
0,
29.498525619506836,
29.498525619506836,
0,
0,
0,
88.49557495117... | train | aaaaaend-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaend-1 | [
"VIM",
"SPP1",
"PDIA3",
"IDH1",
"HLA-DRA",
"FCER1G",
"CD68",
"PDIA4",
"PKM",
"PLIN2",
"TREM2",
"MARCO",
"EPAS1",
"LYZ",
"CD44",
"HYOU1",
"MRC1",
"RHOA",
"HAVCR2",
"GSR",
"IL7R",
"GPR183",
"RNASE1",
"XBP1",
"FABP4",
"AXL",
"VEGFA",
"ITGB1",
"HLA-DQA1",
"HMOX1... | [
8,
7,
3,
6,
603,
536,
426,
276,
263,
211,
102,
427,
438,
442,
586,
362,
193,
357,
100,
273,
379,
468,
253,
247,
294,
242,
469,
619,
202,
52,
602,
306,
261,
266,
260,
456,
304,
383,
66,
542,
178,
196,
428,
532,
481,
541,
524,... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
0,
1,
1,
1,
0,
0,
0,
0,
0,
1,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SPP1+ Macrophages | THD0011 | [
1,
0.9357142857142858,
0.8714285714285716,
0.8071428571428572,
0.8071428571428572,
0.7428571428571429,
0.6785714285714286,
0.6142857142857143,
0.55,
0.48571428571428577,
0.4214285714285715,
0.4214285714285715,
0.4214285714285715,
0.4214285714285715,
0.3571428571428572,
0.35714285714285... |
[
[
0,
0,
68.96551513671875,
206.89654541015625,
68.96551513671875,
0,
0,
137.9310302734375,
0,
68.96551513671875,
0,
0,
0,
0,
413.7930908203125,
0,
68.96551513671875,
0,
344.82757568359375,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaaemk-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaemk-1 | [
"SFTPD",
"PGC",
"RNASE1",
"ATF4",
"NKX2-1",
"DUOX1",
"AXIN2",
"VIM",
"HYOU1",
"SFTPC",
"SFTA2",
"ITGB6",
"HIST1H1C",
"RHOA",
"ITGA3",
"CD44",
"EPAS1",
"PKM",
"EGFR",
"EHMT1",
"AGER",
"TOP1",
"MGST1",
"NAPSA",
"RTKN2",
"MANF",
"GNG11",
"XBP1",
"KRT8",
"AKR1C1... | [
8,
7,
3,
6,
507,
433,
469,
46,
404,
180,
51,
603,
273,
506,
504,
308,
260,
468,
301,
100,
193,
438,
182,
184,
21,
580,
369,
394,
473,
360,
238,
619,
328,
26,
194,
519,
531,
514,
532,
411,
489,
211,
137,
225,
263,
456,
217,
... | [
[
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,... | AT1 | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.7428571428571429,
0.6142857142857143,
0.6142857142857143,
0.6142857142857143,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
... |
[
[
0,
0,
107.5268783569336,
107.5268783569336,
0,
107.5268783569336,
0,
0,
0,
0,
0,
0,
0,
0,
107.5268783569336,
0,
107.5268783569336,
0,
0,
0,
107.5268783569336,
0,
107.5268783569336,
0,
0,
0,
430.107513427734... | train | aaaahcia-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaahcia-1 | [
"VIM",
"ITGB1",
"SPARCL1",
"FN1",
"RTKN2",
"LUM",
"BMPR2",
"DCN",
"KRT8",
"EPAS1",
"HIST1H1C",
"SFTPD",
"COL1A2",
"RNASE1",
"CCN2",
"PKM",
"EPCAM",
"PDIA3",
"PGC",
"PDGFRB",
"MGST1",
"EGFR",
"SOX4",
"CD44",
"SMAD4",
"DUOX1",
"SFTPC",
"PPARG",
"PTGDS",
"PCNA"... | [
8,
7,
3,
6,
603,
306,
530,
225,
473,
353,
61,
169,
328,
193,
260,
507,
135,
469,
76,
438,
194,
426,
433,
425,
369,
182,
528,
100,
519,
180,
506,
448,
454,
420,
211,
147,
312,
424,
151,
468,
621,
191,
46,
57,
54,
596,
48,
3... | [
[
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,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Alveolar FBs | THD0011 | [
1,
0.82,
0.82,
0.82,
0.82,
0.82,
0.64,
0.64,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
59.52381134033203,
0,
0,
0,
0,
238.09524536132812,
0,
0,
0,
0,
59.52381134033203,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | train | aaaahcfe-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaahcfe-1 | [
"PGC",
"SFTPD",
"SFTPC",
"XBP1",
"NAPSA",
"DMBT1",
"VIM",
"MGST1",
"CD44",
"ATF4",
"EPAS1",
"SEC11C",
"SFTA2",
"SOD2",
"LAMP3",
"NUTF2",
"RHOA",
"HSPA5",
"HIF1A",
"HMOX1",
"ITGAV",
"SMAD4",
"SSR3",
"LUM",
"HIST1H1C",
"HERPUD1",
"PDIA4",
"MYDGF",
"S100A9",
"D... | [
8,
7,
3,
6,
433,
507,
506,
619,
394,
177,
603,
369,
100,
46,
193,
490,
504,
526,
332,
409,
468,
272,
258,
266,
304,
519,
541,
353,
260,
254,
427,
390,
481,
180,
120,
224,
379,
383,
357,
404,
346,
114,
431,
312,
301,
426,
31,... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9,
0.9,
0.8,
0.7000000000000001,
0.6,
0.5,
0.4,
0.4,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
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... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
618.5567016601562,
103.09278106689453,
0,
0,
103.09278106689453,
103.09278106689453,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaahbib-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaahbib-1 | [
"EPAS1",
"VIM",
"ATF4",
"PDGFRB",
"IL7R",
"HES1",
"HSPA5",
"ITGB1",
"MEG3",
"MGST1",
"CD68",
"SFTPC",
"LAMP3",
"LMAN1",
"FN1",
"COL1A2",
"ERLEC1",
"NAPSA",
"XBP1",
"PECAM1",
"SFTPD",
"CSPG4",
"HIST1H1C",
"HIF1A",
"FCN3",
"DMBT1",
"DCN",
"WWTR1",
"EPCAM",
"SE... | [
8,
7,
3,
6,
193,
603,
46,
425,
294,
255,
272,
306,
366,
369,
102,
506,
332,
346,
225,
135,
197,
394,
619,
431,
507,
146,
260,
258,
217,
177,
169,
618,
194,
490,
273,
620,
360,
541,
400,
409,
531,
433,
469,
489,
597,
594,
621... | [
[
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,... | SMCs | 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,
111.11111450195312,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
222.22222900390625,
0,
0,
0,
0,
0,
0,
0,
0,
111.11111450195312,
0,
0,
111.11111450195312,
0,
0,
0,
111.11111450195312,
0,
0... | train | aaaaaeko-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaeko-1 | [
"VIM",
"EPAS1",
"FN1",
"FCN3",
"PDIA3",
"IL7R",
"PECAM1",
"SPARCL1",
"HERPUD1",
"PGC",
"NUCB2",
"MAL",
"ATF4",
"DCN",
"CEACAM6",
"COL1A2",
"SFTPD",
"SMAD4",
"RNASE1",
"CST3",
"RHOA",
"RAMP2",
"ITGB1",
"SNAI1",
"CLDN5",
"RTKN2",
"EGFR",
"KLRB1",
"PDIA6",
"SOD... | [
8,
7,
3,
6,
603,
193,
225,
217,
426,
294,
431,
530,
254,
433,
408,
358,
46,
169,
117,
135,
507,
519,
469,
147,
468,
459,
306,
522,
126,
473,
182,
316,
428,
526,
301,
620,
272,
400,
394,
390,
353,
260,
369,
171,
191,
454,
61,... | [
[
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.85,
0.85,
0.7,
0.5499999999999999,
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,
0.1,
0.1,
0.1,
0.1,
0... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
109.89010620117188,
0,
109.89010620117188,
0,
109.89010620117188,
219.78021240234375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaacigo-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacigo-1 | [
"VIM",
"IL7R",
"HMOX1",
"CD69",
"FN1",
"CTNNB1",
"CD44",
"LYZ",
"HIST1H1C",
"FAS",
"PDIA4",
"DCN",
"PTPRC",
"SPP1",
"CCN2",
"BCL2",
"CXCR4",
"UBE2J1",
"ATP2A3",
"LUM",
"SPCS2",
"SPARCL1",
"SOD2",
"HLA-DRA",
"HEY1",
"PECAM1",
"GPR183",
"GNLY",
"SAA2",
"COL1A2... | [
8,
7,
3,
6,
603,
294,
266,
103,
225,
151,
100,
357,
260,
206,
427,
169,
456,
536,
76,
57,
163,
594,
50,
353,
531,
530,
526,
263,
257,
431,
242,
239,
483,
135,
228,
469,
468,
400,
408,
454,
409,
211,
184,
276,
80,
254,
426,
... | [
[
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | T-cells | THD0011 | [
1,
0.82,
0.82,
0.64,
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,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
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,
38.61003875732422,
0,
0,
0,
0,
38.61003875732422,
0,
0,
0,
0,
193.05020141601562,
0,
0,
0,
115.83011627197266,
0,
0,
0,
0,
38.61003875732422,
0,
0,
38.61003875732422,
0,
0,
0,
0,... | train | aaaahbhp-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaahbhp-1 | [
"SFTPD",
"SFTPC",
"VIM",
"NAPSA",
"DMBT1",
"PGC",
"LAMP3",
"CD44",
"SCGB3A2",
"NKX2-1",
"HLA-DRA",
"RHOA",
"XBP1",
"SOD2",
"EPAS1",
"ATF4",
"HIST1H1C",
"SFTA2",
"MGST1",
"LUM",
"EPCAM",
"COL1A2",
"AXIN2",
"HERPUD1",
"VEGFA",
"PTGDS",
"YAP1",
"ITGB1",
"KRT18",
... | [
8,
7,
3,
6,
507,
506,
603,
394,
177,
433,
332,
100,
489,
404,
263,
468,
619,
526,
193,
46,
260,
504,
369,
353,
194,
135,
51,
254,
602,
454,
620,
306,
324,
151,
120,
542,
225,
180,
276,
247,
424,
328,
134,
300,
490,
301,
594,... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9307692307692308,
0.8615384615384616,
0.7923076923076923,
0.7230769230769231,
0.6538461538461539,
0.6538461538461539,
0.5846153846153846,
0.5153846153846154,
0.5153846153846154,
0.4461538461538461,
0.4461538461538461,
0.3769230769230769,
0.3769230769230769,
0.3769230769230769,
0.3... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
295.85797119140625,
0,
0,
0,
59.17159652709961,
0,
59.17159652709961,
0,
0,
0,
0,
0,
59.17159652709961,
0,
0,
0,
0,
0,
0,
0,
59.1715... | train | aaaahbif-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaahbif-1 | [
"VIM",
"SFTPC",
"SFTPD",
"RHOA",
"XBP1",
"PDIA3",
"ATF4",
"EPAS1",
"CD44",
"LAMP3",
"HIST1H1C",
"DMBT1",
"KDR",
"NKX2-1",
"PGC",
"CD34",
"NUTF2",
"FN1",
"NAPSA",
"RNASE1",
"SCGB3A2",
"SOD2",
"SPCS3",
"GNG11",
"SNAI2",
"MRC1",
"MGST1",
"KRT8",
"ITGA3",
"LMAN1... | [
8,
7,
3,
6,
603,
506,
507,
468,
619,
426,
46,
193,
100,
332,
260,
177,
312,
404,
433,
92,
409,
225,
394,
469,
489,
526,
532,
238,
523,
379,
369,
328,
301,
346,
273,
597,
306,
324,
494,
296,
620,
353,
147,
151,
438,
182,
247,... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9,
0.8,
0.7000000000000001,
0.6,
0.6,
0.5,
0.5,
0.5,
0.5,
0.4,
0.4,
0.4,
0.4,
0.30000000000000004,
0.30000000000000004,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
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,
0,
0,
30.487804412841797,
91.46340942382812,
0,
0,
0,
0,
0,
0,
0,
0,
121.95121765136719,
0,
0,
0,
30.487804412841797,
0,
30.487804412841797,
0,
30.487804412841797,
91.46340942382812,
0,
0,
0,
0,
... | train | aaaaeccl-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaeccl-1 | [
"SFTPD",
"CD44",
"VIM",
"PGC",
"NAPSA",
"HSPA5",
"HMOX1",
"DMBT1",
"LAMP3",
"XBP1",
"LYZ",
"MGST1",
"DUOX1",
"HLA-DRA",
"SFTA2",
"EPAS1",
"NKX2-1",
"GSR",
"SSR3",
"YAP1",
"PDIA3",
"SOD2",
"RHOA",
"ATF4",
"IDH1",
"HIST1H1C",
"TOP1",
"SFTPC",
"ITGB1",
"KRT18",... | [
8,
7,
3,
6,
507,
100,
603,
433,
394,
272,
266,
177,
332,
619,
357,
369,
180,
263,
504,
193,
404,
247,
541,
620,
426,
526,
468,
46,
276,
260,
580,
506,
306,
324,
23,
58,
120,
442,
254,
519,
490,
102,
275,
273,
469,
234,
408,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
0,
1,
1,
1,
0,
0,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9357142857142858,
0.9357142857142858,
0.8714285714285716,
0.8071428571428572,
0.8071428571428572,
0.8071428571428572,
0.7428571428571429,
0.7428571428571429,
0.6785714285714286,
0.6142857142857143,
0.6142857142857143,
0.55,
0.55,
0.55,
0.48571428571428577,
0.4214285714285715,
... |
[
[
0,
0,
60.60606002807617,
60.60606002807617,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
60.60606002807617,
60.60606002807617,
0,
0,
0,
0,
0,
0,
60.60606002807617,
0,
0,
0,
0,
0,
60.60606002807617,
0,
0,
... | train | aaaaafap-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaafap-1 | [
"VIM",
"PDIA4",
"PDIA3",
"CD68",
"HMOX1",
"MARCO",
"ITGB1",
"PLIN2",
"SPP1",
"XBP1",
"EPAS1",
"CCL2",
"HYOU1",
"DMBT1",
"MS4A7",
"SLC1A3",
"FCER1G",
"PDIA6",
"IL7R",
"PKM",
"SLC25A37",
"HERPUD1",
"PPARG",
"EHMT1",
"HSPA5",
"SFTPC",
"SFTA2",
"PGC",
"DCN",
"HA... | [
8,
7,
3,
6,
603,
427,
426,
102,
266,
362,
306,
442,
536,
619,
193,
72,
273,
177,
383,
513,
211,
428,
294,
438,
514,
254,
448,
184,
272,
506,
504,
433,
169,
253,
264,
490,
263,
151,
532,
473,
542,
526,
100,
424,
531,
596,
507... | [
[
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,... | SPP1+ Macrophages | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.6142857142857143,
0.6142857142857143,
0.6142857142857143,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
56.17977523803711,
0,
0,
0,
0,
224.71910095214844,
0,
0,
0,
56.17977523803711,
0,
56.17977523803711,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaebml-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaebml-1 | [
"PGC",
"SFTPD",
"CD44",
"SFTPC",
"DMBT1",
"NAPSA",
"XBP1",
"DUOX1",
"HLA-DRA",
"CTNNB1",
"LAMP3",
"SAA2",
"SOD2",
"ATF4",
"EPAS1",
"LTF",
"PDIA3",
"NKX2-1",
"RHOA",
"SPCS3",
"SSR3",
"STAT1",
"IDH1",
"NUCB2",
"MGST1",
"KRT18",
"ERLEC1",
"YAP1",
"PKM",
"VIM",
... | [
8,
7,
3,
6,
433,
507,
100,
506,
177,
394,
619,
180,
263,
151,
332,
483,
526,
46,
193,
352,
426,
404,
468,
532,
541,
542,
276,
408,
369,
324,
197,
620,
438,
603,
504,
184,
247,
358,
469,
113,
384,
134,
515,
427,
490,
260,
328... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
1,
0,
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,... | AT2 | THD0011 | [
1,
0.9099999999999999,
0.82,
0.73,
0.73,
0.64,
0.5499999999999999,
0.5499999999999999,
0.45999999999999996,
0.37,
0.37,
0.37,
0.37,
0.37,
0.37,
0.28,
0.28,
0.28,
0.28,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.1,
... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
197.36842346191406,
0,
0,
0,
0,
0,
65.78947448730469,
0,
0,
0,
0,
0,
65.78947448730469,
0,
0,
0,
0,
0,
0,
263.15789794921875,
0,
... | train | aaaaebio-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaebio-1 | [
"EPAS1",
"VIM",
"IL7R",
"PECAM1",
"FN1",
"FCN3",
"HMOX1",
"HERPUD1",
"CCL2",
"CTNNB1",
"IDH1",
"ATF4",
"CD34",
"SPARCL1",
"RHOA",
"NAPSA",
"CD68",
"HIF1A",
"HLA-DRA",
"PGC",
"HYOU1",
"EGFR",
"PDGFRA",
"UBE2J1",
"GSR",
"HEY1",
"ERLEC1",
"VEGFA",
"MGST1",
"SLC... | [
8,
7,
3,
6,
193,
603,
294,
431,
225,
217,
266,
254,
72,
151,
276,
46,
92,
530,
468,
394,
102,
258,
263,
433,
273,
182,
424,
594,
247,
257,
197,
602,
369,
513,
507,
504,
494,
135,
305,
526,
473,
469,
211,
442,
438,
207,
312,
... | [
[
0,
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,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.9,
0.8,
0.8,
0.7000000000000001,
0.6,
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,
0.2,
0.2,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
86.20689392089844,
0,
0,
172.41378784179688,
0,
0,
0,
0,
0,
0,
0,
0,
0,
86.20689392089844,
86.20689392089844,
0,
86.20689392089844,
0,
0,
0,
0,
0,
0,
0,
0,
0,
86.20689392089844,
0,
86.... | train | aaaaafbe-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaafbe-1 | [
"VIM",
"LYZ",
"FN1",
"HLA-DRA",
"EPAS1",
"MS4A7",
"PDIA3",
"CD34",
"CD14",
"FABP4",
"RTKN2",
"PTPRC",
"PLIN2",
"PKM",
"CD68",
"SSR3",
"MRC1",
"CD44",
"SPARCL1",
"HSPA5",
"AIF1",
"IDH1",
"KRT8",
"CD4",
"SOD2",
"SMAD4",
"SLC2A1",
"SPCS3",
"CEACAM6",
"COL3A1",
... | [
8,
7,
3,
6,
603,
357,
225,
263,
193,
383,
426,
92,
80,
202,
473,
456,
442,
438,
102,
541,
379,
100,
530,
272,
23,
276,
328,
97,
526,
519,
516,
532,
117,
136,
294,
147,
459,
197,
427,
420,
254,
260,
353,
620,
306,
483,
431,
... | [
[
0,
1,
1,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.8875,
0.775,
0.6625,
0.55,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
119.04762268066406,
0,
59.52381134033203,
0,
0,
0,
0,
0,
0,
0,
0,
0,
119.04762268066406,
0,
0,
0,
0,
0,
0,
178.57144165039062,
0,
... | train | aaaaebje-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaebje-1 | [
"VIM",
"EPAS1",
"SPARCL1",
"PDGFRB",
"ITGB1",
"PECAM1",
"IL7R",
"FCN3",
"COL1A2",
"DCN",
"LUM",
"XBP1",
"CSPG4",
"PDIA6",
"CCL2",
"VEGFA",
"HLA-DRA",
"RHOA",
"MEG3",
"HIST1H1C",
"EHMT1",
"FN1",
"LMAN1",
"LPAR1",
"CTNNB1",
"YAP1",
"BMPR2",
"NAPSA",
"TOP1",
"A... | [
8,
7,
3,
6,
603,
193,
530,
425,
306,
431,
294,
217,
135,
169,
353,
619,
146,
428,
72,
602,
263,
468,
366,
260,
184,
225,
346,
348,
151,
620,
61,
394,
580,
46,
433,
426,
100,
424,
324,
142,
144,
614,
596,
401,
182,
542,
531,
... | [
[
0,
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,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.9,
0.8,
0.7000000000000001,
0.6,
0.5,
0.4,
0.4,
0.4,
0.4,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.2... |
[
[
0,
0,
84.03361511230469,
0,
0,
84.03361511230469,
0,
0,
0,
0,
0,
0,
0,
0,
168.06723022460938,
0,
84.03361511230469,
0,
84.03361511230469,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaebne-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaebne-1 | [
"VIM",
"FN1",
"SPARCL1",
"HIF1A",
"EPAS1",
"HMOX1",
"PTGDS",
"DCN",
"PDGFRA",
"SOD2",
"LUM",
"COL3A1",
"PLIN2",
"FCER1G",
"XBP1",
"PDIA3",
"PDGFRB",
"PECAM1",
"ICAM1",
"IDH1",
"LPAR1",
"SLC1A3",
"COL1A2",
"SPCS3",
"ATF4",
"CTNNB1",
"RHOA",
"MAL",
"S100A8",
"... | [
8,
7,
3,
6,
603,
225,
530,
258,
193,
266,
454,
169,
424,
526,
353,
136,
442,
211,
619,
426,
425,
431,
275,
276,
348,
513,
135,
532,
46,
151,
468,
358,
480,
457,
420,
254,
97,
182,
102,
519,
473,
369,
438,
390,
217,
506,
379,... | [
[
0,
1,
1,
0,
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,
0,... | Fibroblasts | THD0011 | [
1,
0.82,
0.64,
0.64,
0.64,
0.64,
0.64,
0.64,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
0,
0,
0,
170.94017028808594,
0,
0,
0,
0,
0,
0,
0,
0,
427.3504333496094,
0,
0,
0,
85.47008514404297,
0,
0,
0,
0,
85.47008514404297,
0,
85.47008514404297,
0,
0,
170.94017028808594,
0,
0,... | train | aaaaebji-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaebji-1 | [
"LYZ",
"VIM",
"MS4A7",
"SOD2",
"ATF4",
"CD68",
"ITGAX",
"SFTPC",
"CD44",
"MARCO",
"ITGB1",
"PPARG",
"HLA-DRA",
"HLA-DQB1",
"CCL2",
"C1QC",
"FCER1G",
"PTPRC",
"AIF1",
"PDIA3",
"HMOX1",
"PKM",
"XBP1",
"HIF1A",
"STAT1",
"STAT6",
"HLA-DQA1",
"HMGA1",
"MANF",
"MG... | [
8,
7,
3,
6,
357,
603,
383,
526,
46,
102,
305,
506,
100,
362,
306,
448,
263,
262,
72,
66,
211,
456,
23,
426,
266,
438,
619,
258,
542,
544,
261,
264,
360,
369,
254,
103,
272,
490,
225,
151,
468,
411,
180,
433,
80,
191,
556,
... | [
[
0,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SPP1+ Macrophages | THD0011 | [
1,
0.8875,
0.775,
0.6625,
0.55,
0.4375,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.2125000000000... |
[
[
0,
0,
0,
0,
0,
104.16666412353516,
0,
0,
0,
52.08333206176758,
0,
0,
0,
0,
312.5,
0,
104.16666412353516,
52.08333206176758,
0,
0,
52.08333206176758,
52.08333206176758,
0,
572.9166259765625,
0,
0,
0,
0,
... | train | aaaaebng-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaebng-1 | [
"BCL2L1",
"HIST1H1C",
"VIM",
"EPAS1",
"HMOX1",
"MEG3",
"ATF4",
"CTNNB1",
"TOP1",
"ITGB1",
"RHOA",
"PECAM1",
"SLC25A37",
"HSPA5",
"SPARCL1",
"S100A8",
"NUTF2",
"RTKN2",
"MRC1",
"HLA-DRA",
"CCL2",
"CEACAM6",
"STAT6",
"CST3",
"HIF1A",
"IDH1",
"CCN2",
"CD68",
"NAP... | [
8,
7,
3,
6,
58,
260,
603,
193,
266,
366,
46,
151,
580,
306,
468,
431,
514,
272,
530,
480,
409,
473,
379,
263,
72,
117,
544,
147,
258,
276,
76,
102,
394,
619,
23,
194,
48,
620,
438,
234,
211,
424,
426,
524,
427,
428,
433,
3... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | not available | THD0011 | [
1,
0.9,
0.9,
0.9,
0.8,
0.7000000000000001,
0.6,
0.6,
0.6,
0.6,
0.5,
0.5,
0.4,
0.4,
0.4,
0.4,
0.4,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.1,
0.1... |
[
[
111.11111450195312,
0,
888.888916015625,
0,
0,
111.11111450195312,
0,
0,
0,
0,
0,
0,
0,
0,
111.11111450195312,
0,
0,
0,
0,
444.4444580078125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaebkc-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaebkc-1 | [
"VIM",
"SPARCL1",
"EPAS1",
"ACTA2",
"AXL",
"YAP1",
"FN1",
"RNASE1",
"STAT6",
"PECAM1",
"SEC11C",
"SELENOS",
"SMAD4",
"CD44",
"CD4",
"CD34",
"SPRY2",
"SSR3",
"STAT1",
"SOX4",
"CLDN5",
"ABCC2",
"CSPG4",
"CST3",
"CTNNB1",
"RHOA",
"PGC",
"PDGFRB",
"FKBP11",
"MAN... | [
8,
7,
3,
6,
603,
530,
193,
14,
52,
620,
225,
469,
544,
431,
490,
494,
519,
100,
97,
92,
537,
541,
542,
528,
126,
10,
146,
147,
151,
468,
433,
425,
224,
360,
257,
273,
336,
304,
483,
76,
306,
556,
23,
602,
46,
618,
600,
594... | [
[
0,
1,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
... | SMCs | THD0011 | [
1,
0.85,
0.85,
0.7,
0.5499999999999999,
0.4,
0.4,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
43.4782600402832,
0,
0,
0,
0,
43.4782600402832,
0,
0,
0,
130.43478393554688,
0,
0,
0,
0,
86.9565200805664,
43.4782600402832,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | train | aaaaafbk-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaafbk-1 | [
"SFTPC",
"SFTPD",
"PGC",
"CD44",
"DMBT1",
"XBP1",
"NAPSA",
"SFTA2",
"HSPA5",
"PKM",
"NKX2-1",
"VIM",
"KRT18",
"HIST1H1C",
"MGST1",
"SELENOS",
"SOD2",
"DUOX1",
"HYOU1",
"LAMP3",
"PRDX4",
"AXIN2",
"ERLEC1",
"SPCS2",
"SPCS3",
"HMOX1",
"SPRY2",
"COL1A1",
"CST3",
... | [
8,
7,
3,
6,
506,
507,
433,
100,
177,
619,
394,
504,
272,
438,
404,
603,
324,
260,
369,
494,
526,
180,
273,
332,
450,
51,
197,
531,
532,
266,
537,
134,
147,
469,
481,
58,
442,
427,
614,
468,
102,
426,
360,
618,
254,
31,
225,
... | [
[
0,
1,
1,
1,
1,
1,
1,
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,... | AT2 | THD0011 | [
1,
0.9249999999999999,
0.85,
0.7749999999999999,
0.7,
0.625,
0.5499999999999999,
0.475,
0.4,
0.4,
0.4,
0.4,
0.32499999999999996,
0.32499999999999996,
0.32499999999999996,
0.32499999999999996,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.175,
0.175,
0.175,
0.175,
0.175,
... |
[
[
0,
0,
45.871559143066406,
0,
45.871559143066406,
0,
0,
0,
0,
91.74311828613281,
0,
0,
0,
0,
275.2293701171875,
0,
0,
0,
91.74311828613281,
45.871559143066406,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0... | train | aaaaahco-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaahco-1 | [
"PGC",
"CD44",
"SFTPD",
"SFTPC",
"DMBT1",
"NAPSA",
"SFTA2",
"XBP1",
"ATF4",
"NKX2-1",
"MGST1",
"ITGB1",
"RHOA",
"HLA-DRA",
"HERPUD1",
"EPAS1",
"VIM",
"LUM",
"DUOX1",
"LAMP3",
"HYOU1",
"PRDX4",
"LMAN1",
"TOP1",
"SSR3",
"RNASE1",
"SPCS3",
"YAP1",
"CFTR",
"UCHL... | [
8,
7,
3,
6,
433,
100,
507,
506,
177,
394,
504,
619,
46,
404,
369,
306,
468,
263,
254,
193,
603,
353,
180,
332,
273,
450,
346,
580,
541,
469,
532,
620,
120,
596,
234,
51,
328,
31,
194,
272,
494,
247,
481,
258,
169,
142,
389,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
0,
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,... | AT2 | THD0011 | [
1,
0.9181818181818181,
0.8363636363636363,
0.8363636363636363,
0.7545454545454545,
0.6727272727272727,
0.5909090909090909,
0.5909090909090909,
0.509090909090909,
0.42727272727272725,
0.42727272727272725,
0.34545454545454546,
0.34545454545454546,
0.34545454545454546,
0.34545454545454546,
... |
[
[
0,
0,
0,
0,
0,
0,
0,
97.0873794555664,
0,
0,
0,
0,
0,
0,
485.4368896484375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
97.0873794555664,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
388.3... | train | aaaaebnm-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaebnm-1 | [
"VIM",
"SFTPC",
"PDGFRA",
"FN1",
"ATF4",
"CCN2",
"HLA-DRA",
"SPARCL1",
"EPAS1",
"MEG3",
"CD44",
"HIST1H1C",
"YAP1",
"LUM",
"SMAD4",
"ITGB1",
"NAPSA",
"XBP1",
"RHOA",
"DMBT1",
"DCN",
"ITGA3",
"COL3A1",
"SPRY2",
"LYZ",
"SPCS2",
"PLIN2",
"SOX9",
"COL1A1",
"PLVA... | [
8,
7,
3,
6,
603,
506,
424,
225,
46,
76,
263,
530,
193,
366,
100,
260,
620,
353,
519,
306,
394,
619,
468,
177,
169,
301,
136,
537,
357,
531,
442,
529,
134,
445,
194,
117,
490,
411,
221,
219,
433,
369,
526,
332,
602,
281,
340,... | [
[
0,
1,
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,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Alveolar FBs | THD0011 | [
1,
0.85,
0.7,
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,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
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,
114.9425277709961,
0,
0,
0,
0,
0,
0,
229.8850555419922,
0,
0,
459.7701110839844,
0,
0,
0,
114.9425277709961,
0,
114.9425277709961,
0,
0,
0,
0,
0,
0,
459.7701110839844,
... | train | aaaaebnj-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaebnj-1 | [
"EPAS1",
"PECAM1",
"VIM",
"IL7R",
"CA4",
"ATP2A3",
"RHOA",
"HIST1H1C",
"PDIA4",
"CTNNB1",
"SPARCL1",
"ATF4",
"KDR",
"NHSL2",
"GSR",
"RNASE1",
"IDH1",
"LUM",
"CD274",
"HYOU1",
"CD34",
"HSPA5",
"AKR1C1",
"TBXA2R",
"SOX4",
"SOD2",
"HLA-DRA",
"MANF",
"HERPUD1",
... | [
8,
7,
3,
6,
193,
431,
603,
294,
68,
50,
468,
260,
427,
151,
530,
46,
312,
401,
247,
469,
276,
353,
89,
273,
92,
272,
26,
551,
528,
526,
263,
360,
254,
507,
506,
137,
136,
238,
357,
76,
126,
217,
191,
610,
437,
594,
304,
55... | [
[
0,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.82,
0.82,
0.64,
0.64,
0.64,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,... |
[
[
0,
0,
0,
0,
0,
72.9926986694336,
0,
0,
0,
72.9926986694336,
0,
0,
0,
0,
145.9853973388672,
0,
72.9926986694336,
0,
0,
218.97808837890625,
0,
0,
145.9853973388672,
72.9926986694336,
0,
0,
72.9926986694336,
... | train | aaaaebnk-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaebnk-1 | [
"VIM",
"HLA-DRA",
"HERPUD1",
"MRC1",
"FCGBP",
"SLC1A3",
"CTNNB1",
"FCER1G",
"HIST1H1C",
"PTPRC",
"LYZ",
"CD44",
"AXL",
"MS4A7",
"HIF1A",
"CST3",
"CXCR4",
"COL3A1",
"C1QC",
"BCL2",
"GPR183",
"TOP1",
"ITGAV",
"ATF4",
"CD14",
"PECAM1",
"IFIT3",
"FCGR3A",
"HMOX1",... | [
8,
7,
3,
6,
603,
263,
254,
379,
212,
513,
151,
211,
260,
456,
357,
100,
52,
383,
258,
147,
163,
136,
66,
57,
242,
580,
304,
46,
80,
431,
280,
214,
266,
438,
109,
253,
261,
530,
143,
394,
234,
536,
231,
225,
224,
473,
324,
... | [
[
0,
1,
0,
1,
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,... | Macrophages | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.7428571428571429,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
... |
[
[
0,
0,
234.375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
78.125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
78.125,
0,
0,
0,
0,
78.125,
0,
0,
0,
0,... | train | aaaaedon-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaedon-1 | [
"PGC",
"SFTPD",
"VIM",
"LUM",
"NAPSA",
"DMBT1",
"MGST1",
"COL3A1",
"HIST1H1C",
"XBP1",
"FN1",
"SOD2",
"SFTPC",
"SFTA2",
"SCGB3A2",
"HYOU1",
"GSR",
"CD44",
"ACTA2",
"EPAS1",
"DCN",
"COL1A2",
"COL1A1",
"PECAM1",
"RHOA",
"SPARCL1",
"SOX4",
"HERPUD1",
"PDGFRB",
... | [
8,
7,
3,
6,
433,
507,
603,
353,
394,
177,
369,
136,
260,
619,
225,
526,
506,
504,
489,
273,
247,
100,
14,
193,
169,
135,
134,
431,
468,
530,
528,
254,
425,
96,
427,
102,
424,
151,
437,
438,
180,
494,
445,
384,
531,
454,
469,... | [
[
0,
1,
1,
1,
1,
0,
1,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Fibroblasts | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
... |
[
[
0,
0,
112.35955047607422,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
112.35955047607422,
0,
0,
0,
0,
112.35955047607422,
0,
0,
224.71910095214844,
0,
0,
0,
112.35955047607422,
0,
0... | train | aaaaedoe-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaedoe-1 | [
"EPAS1",
"VIM",
"PECAM1",
"SFTPC",
"PGC",
"HIST1H1C",
"RHOA",
"SFTPD",
"ZEB1",
"BMPR2",
"CD44",
"EPCAM",
"PKM",
"XBP1",
"FN1",
"SMAD4",
"MGST1",
"SPCS2",
"HIF1A",
"SFTA2",
"NAPSA",
"NKX2-1",
"OAS2",
"CLDN5",
"NUTF2",
"COL1A2",
"PCNA",
"CST3",
"PDIA3",
"ERLEC... | [
8,
7,
3,
6,
193,
603,
431,
506,
433,
260,
468,
507,
621,
61,
100,
194,
438,
619,
225,
519,
369,
531,
258,
504,
394,
404,
410,
126,
409,
135,
420,
147,
426,
197,
306,
169,
191,
177,
217,
357,
180,
276,
273,
51,
346,
58,
68,
... | [
[
0,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.85,
0.7,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
102.04081726074219,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
204.08163452148438,
102.04081726074219,
0,
0,
102.04081726074219,
0,
0,
0,
0,
0,
102.04081726074219,
0,
102.04081726074219,
0,
0,
0,
... | train | aaaaafcd-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaafcd-1 | [
"EPAS1",
"SPARCL1",
"HERPUD1",
"FN1",
"PECAM1",
"VIM",
"IL7R",
"RNASE1",
"FCN3",
"XBP1",
"COL1A2",
"SFTPD",
"CD34",
"SPCS2",
"ITGAV",
"ATF4",
"ATF6",
"COL3A1",
"RAMP2",
"NUTF2",
"CCN2",
"HMOX1",
"IRF1",
"RHOA",
"LUM",
"SPRY2",
"EHMT1",
"LYZ",
"SPCS3",
"YAP1"... | [
8,
7,
3,
6,
193,
530,
254,
225,
431,
603,
294,
469,
217,
619,
135,
507,
92,
531,
304,
46,
47,
136,
459,
409,
76,
266,
296,
468,
353,
537,
184,
357,
532,
620,
260,
454,
306,
580,
597,
428,
51,
14,
177,
366,
618,
59,
400,
61... | [
[
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,
0.8714285714285716,
0.7428571428571429,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.... |
[
[
0,
0,
0,
250,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
166.6666717529297,
0,
250,
0,
83.33333587646484,
83.33333587646484,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaednl-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaednl-1 | [
"NKX2-1",
"VIM",
"FN1",
"ICAM1",
"LUM",
"DUOX1",
"ITGA3",
"SFTPD",
"RTKN2",
"PTGDS",
"STAT1",
"KRT18",
"ATG7",
"PDGFRA",
"ITGB1",
"AGER",
"ATF4",
"XBP1",
"DCN",
"PECAM1",
"CEACAM6",
"SPCS3",
"HIST1H1C",
"RHOA",
"WWTR1",
"PDIA3",
"SOX9",
"ITGB6",
"SPARCL1",
"... | [
8,
7,
3,
6,
404,
603,
225,
275,
353,
180,
301,
507,
473,
454,
542,
324,
48,
424,
306,
21,
46,
619,
169,
431,
117,
532,
260,
468,
618,
426,
529,
308,
530,
526,
524,
469,
390,
300,
515,
143,
113,
504,
247,
137,
394,
193,
348,
... | [
[
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,
0.85,
0.7,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.25,
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,
0,
123.456787109375,
0,
0,
0,
0,
0,
0,
123.456787109375,
0,
0,
0,
0,
246.91357421875,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaacikh-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacikh-1 | [
"EPAS1",
"HLA-DRA",
"PGC",
"FN1",
"RHOA",
"FCN3",
"PECAM1",
"COL1A2",
"PDGFRB",
"ATF4",
"SPCS3",
"LUM",
"SFTPC",
"HIST1H1C",
"YAP1",
"XBP1",
"SFTA2",
"VIM",
"SFTPD",
"SMAD4",
"RNASE1",
"SOD2",
"RAMP2",
"PTGDS",
"CTNNB1",
"DCN",
"IL7R",
"DUOX1",
"PDGFRA",
"SP... | [
8,
7,
3,
6,
193,
263,
433,
225,
468,
217,
431,
135,
425,
46,
532,
353,
506,
260,
620,
619,
504,
603,
507,
519,
469,
526,
459,
454,
151,
169,
294,
180,
424,
530,
205,
401,
394,
369,
238,
254,
273,
276,
328,
438,
420,
306,
31,... | [
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
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,
0.64,
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,
0.28,
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,
196.07843017578125,
0,
0,
0,
0,
98.03921508789062,
0,
0,
0,
0,
0,
0,
196.07843017578125,
0,
98.03921508789062,
0,
98.03921508789062,
0,
0,
98.03921508789062,
0,
0,
98.03921508789062,
0,
0,
0,
... | train | aaaaednf-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaednf-1 | [
"EPAS1",
"SPARCL1",
"VIM",
"PGC",
"ITGB1",
"FCN3",
"RHOA",
"HERPUD1",
"DMBT1",
"CA4",
"CEACAM6",
"MGST1",
"PECAM1",
"IL7R",
"SFTPD",
"TGFB1",
"LMAN1",
"SOD2",
"CD44",
"STAT6",
"ACTA2",
"XBP1",
"SFTPC",
"ATF4",
"CST3",
"RNASE1",
"CTNNB1",
"SOX4",
"DCN",
"NUTF... | [
8,
7,
3,
6,
193,
530,
603,
433,
306,
217,
468,
254,
177,
68,
117,
369,
431,
294,
507,
556,
346,
526,
100,
544,
14,
619,
506,
46,
147,
469,
151,
528,
169,
409,
197,
426,
408,
225,
394,
238,
247,
272,
275,
279,
332,
296,
324,
... | [
[
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,... | gCap | THD0011 | [
1,
0.775,
0.775,
0.55,
0.55,
0.55,
0.55,
0.55,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,... |
[
[
0,
0,
0,
103.09278106689453,
0,
103.09278106689453,
0,
103.09278106689453,
0,
0,
0,
0,
0,
0,
103.09278106689453,
0,
103.09278106689453,
0,
0,
0,
0,
103.09278106689453,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaedmp-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaedmp-1 | [
"VIM",
"LYZ",
"CTNNB1",
"S100A8",
"PDGFRB",
"RHOA",
"ICAM1",
"CCN2",
"HLA-DRA",
"SPARCL1",
"HERPUD1",
"EPAS1",
"S100A9",
"XBP1",
"CEACAM6",
"SFTPD",
"CD68",
"PECAM1",
"MGST1",
"GSR",
"HIST1H1C",
"NHSL2",
"CST3",
"GCLM",
"FN1",
"HMOX1",
"HSPA5",
"CD44",
"CD14",... | [
8,
7,
3,
6,
603,
357,
151,
480,
425,
468,
275,
76,
263,
530,
254,
193,
481,
619,
117,
507,
102,
431,
369,
247,
260,
401,
147,
231,
225,
266,
272,
100,
80,
383,
556,
144,
126,
408,
600,
426,
26,
46,
48,
346,
597,
596,
450,
... | [
[
0,
1,
0,
1,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.82,
0.64,
0.64,
0.64,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,... |
[
[
0,
0,
104.16666412353516,
104.16666412353516,
0,
104.16666412353516,
0,
0,
0,
0,
0,
0,
0,
0,
104.16666412353516,
104.16666412353516,
104.16666412353516,
104.16666412353516,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | train | aaaaedmm-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaedmm-1 | [
"VIM",
"LYZ",
"EPAS1",
"SOD2",
"CD44",
"S100A8",
"RHOA",
"MS4A7",
"SPARCL1",
"SLC1A3",
"RTKN2",
"PDIA6",
"FCER1G",
"ZEB1",
"STAT6",
"ICAM1",
"IFIT2",
"LPAR2",
"HMGA1",
"CEACAM5",
"HLA-DRA",
"S100A12",
"HIF1A",
"CST3",
"NFKB1",
"HERPUD1",
"ITGB1",
"CXCR4",
"DCN... | [
8,
7,
3,
6,
603,
357,
193,
526,
100,
480,
468,
383,
530,
513,
473,
428,
211,
621,
544,
275,
279,
349,
264,
116,
263,
477,
258,
147,
400,
254,
306,
163,
169,
431,
363,
532,
426,
249,
369,
469,
456,
48,
50,
595,
14,
597,
47,
... | [
[
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,... | Interstitial Macrophages | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0... |
[
[
0,
0,
142.85714721679688,
214.2857208251953,
0,
0,
0,
71.42857360839844,
0,
0,
0,
0,
0,
0,
428.5714416503906,
0,
0,
0,
0,
0,
0,
0,
0,
142.85714721679688,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaedmh-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaedmh-1 | [
"EPAS1",
"ITGA3",
"ATF4",
"ICAM1",
"SPARCL1",
"RHOA",
"RNASE1",
"NKX2-1",
"KRT18",
"KRT8",
"NAPSA",
"RTKN2",
"HSPA5",
"STAT1",
"VEGFA",
"VIM",
"AGER",
"PDIA3",
"FCN3",
"ITGB1",
"BCL2L1",
"EPCAM",
"MGST1",
"IRF1",
"SELENOS",
"XBP1",
"SFTA2",
"ACTA2",
"SFTPD",
... | [
8,
7,
3,
6,
193,
301,
46,
275,
530,
468,
469,
404,
324,
328,
394,
473,
272,
542,
602,
603,
21,
426,
217,
306,
58,
194,
369,
296,
494,
619,
504,
14,
507,
135,
137,
454,
180,
151,
279,
280,
254,
184,
231,
225,
257,
260,
294,
... | [
[
0,
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,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT1 | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,... |
[
[
0,
0,
0,
0,
60.240962982177734,
0,
0,
0,
0,
60.240962982177734,
0,
0,
0,
0,
240.96385192871094,
0,
0,
0,
0,
0,
0,
0,
0,
60.240962982177734,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaedmd-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaedmd-1 | [
"PGC",
"SFTPD",
"SFTPC",
"XBP1",
"NKX2-1",
"DMBT1",
"CD44",
"MGST1",
"NAPSA",
"ATF4",
"VIM",
"HLA-DRA",
"RNASE1",
"SPCS2",
"LAMP3",
"IDH1",
"YAP1",
"DUOX1",
"PDIA4",
"SFTA2",
"PDIA3",
"RHOA",
"HYOU1",
"COL1A1",
"SNCA",
"SEC11C",
"WWTR1",
"EPAS1",
"VEGFA",
"K... | [
8,
7,
3,
6,
433,
507,
506,
619,
404,
177,
100,
369,
394,
46,
603,
263,
469,
531,
332,
276,
620,
180,
427,
504,
426,
468,
273,
134,
524,
490,
618,
193,
602,
328,
22,
182,
428,
519,
31,
194,
400,
532,
438,
442,
541,
558,
544,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
1,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | 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,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.2... |
[
[
0,
0,
68.96551513671875,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
68.96551513671875,
0,
0,
0,
68.96551513671875,
0,
0,
0,
0,
0,
0,
0,
68.96551513671875,
0,
0,
0,
0,
0,
0,
0,
0,
0... | train | aaaaafde-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaafde-1 | [
"FN1",
"VIM",
"EPAS1",
"COL1A2",
"SFTPD",
"PDGFRA",
"SFTPC",
"SPARCL1",
"LUM",
"CCN2",
"NAPSA",
"PTGDS",
"SOD2",
"ITGB1",
"RHOA",
"CST3",
"COL3A1",
"SSR3",
"PPARG",
"PDGFRB",
"CTNNB1",
"PLIN2",
"FGF7",
"HLA-DRA",
"PCNA",
"UBE2J1",
"XBP1",
"YAP1",
"CEACAM6",
... | [
8,
7,
3,
6,
225,
603,
193,
135,
507,
424,
506,
530,
353,
76,
394,
454,
526,
306,
468,
147,
136,
541,
448,
425,
151,
442,
221,
263,
420,
594,
619,
620,
117,
504,
114,
494,
134,
280,
278,
266,
146,
332,
426,
163,
258,
469,
383... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Alveolar FBs | THD0011 | [
1,
0.8875,
0.775,
0.6625,
0.55,
0.4375,
0.4375,
0.4375,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21... |
[
[
0,
0,
68.02721405029297,
0,
0,
0,
0,
136.05442810058594,
0,
0,
0,
0,
0,
0,
68.02721405029297,
0,
68.02721405029297,
0,
136.05442810058594,
68.02721405029297,
0,
0,
0,
272.1088562011719,
0,
0,
68.02721405029... | train | aaaaedmc-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaedmc-1 | [
"VIM",
"RNASE1",
"EPAS1",
"KRT18",
"FCN3",
"CTNNB1",
"KRT8",
"BCL2L1",
"XBP1",
"ITGB1",
"MGST1",
"RHOA",
"STAT6",
"PGC",
"SFTPD",
"SNAI1",
"NAPSA",
"HSPA5",
"SPCS2",
"EGFR",
"CCL2",
"SLC25A4",
"FCGBP",
"DUOX1",
"PDIA4",
"AKR1C1",
"AXIN2",
"TTC19",
"ATF4",
"V... | [
8,
7,
3,
6,
603,
469,
193,
324,
217,
151,
328,
58,
619,
306,
369,
468,
544,
433,
507,
522,
394,
272,
531,
182,
72,
515,
212,
180,
427,
26,
51,
590,
46,
602,
304,
390,
523,
263,
517,
516,
514,
238,
426,
459,
504,
260,
494,
... | [
[
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,
0.8875,
0.775,
0.6625,
0.55,
0.4375,
0.4375,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.212... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
65.78947448730469,
0,
0,
0,
65.78947448730469,
328.9473876953125,
0,
0,
0,
0,
65.78947448730469,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
526.3157958984375,
... | train | aaaacila-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacila-1 | [
"VIM",
"LYZ",
"FABP4",
"CCL18",
"MS4A7",
"CD44",
"HMOX1",
"ATF4",
"PLIN2",
"FN1",
"IDH1",
"HLA-DRA",
"SFTPC",
"PKM",
"CD68",
"PTPRC",
"CTNNB1",
"FCER1G",
"SOD2",
"HLA-DQA1",
"SPCS3",
"STAT1",
"LUM",
"UBE2J1",
"XBP1",
"ITGAX",
"PPARG",
"HAVCR2",
"MGST1",
"OAS... | [
8,
7,
3,
6,
603,
357,
202,
71,
383,
100,
266,
46,
442,
225,
276,
263,
506,
438,
102,
456,
151,
211,
526,
261,
532,
542,
353,
594,
619,
305,
448,
253,
369,
410,
260,
389,
101,
135,
247,
530,
507,
541,
220,
80,
254,
469,
306,
... | [
[
0,
1,
0,
1,
0,
1,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | FABP4+ Macrophages | THD0011 | [
1,
1,
0.8875,
0.775,
0.6625,
0.55,
0.55,
0.55,
0.4375,
0.4375,
0.4375,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,... |
[
[
0,
0,
193.5483856201172,
0,
64.51612854003906,
129.03225708007812,
0,
0,
0,
64.51612854003906,
0,
0,
0,
0,
64.51612854003906,
0,
0,
0,
0,
64.51612854003906,
0,
0,
64.51612854003906,
193.5483856201172,
0,
0,
... | train | aaaaedlp-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaedlp-1 | [
"EPAS1",
"VIM",
"PECAM1",
"HIST1H1C",
"RHOA",
"HERPUD1",
"XBP1",
"KDR",
"KRT18",
"SPARCL1",
"RNASE1",
"BCL2L1",
"IRF1",
"KRT8",
"PDIA3",
"ACTA2",
"FCN3",
"CA4",
"BMPR2",
"SSR3",
"CD274",
"SOD2",
"FAS",
"CTNNB1",
"SPCS3",
"HLA-DQA1",
"UBE2J1",
"HYOU1",
"GNG11",... | [
8,
7,
3,
6,
193,
603,
431,
260,
468,
254,
619,
312,
324,
530,
469,
58,
296,
328,
426,
14,
217,
68,
61,
541,
89,
526,
206,
151,
532,
261,
594,
273,
238,
602,
306,
23,
394,
275,
514,
301,
346,
117,
507,
494,
144,
147,
404,
4... | [
[
0,
1,
1,
1,
1,
0,
0,
0,
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,
0,
0,
0,... | aCap | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.6142857142857143,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
... |
[
[
0,
0,
80.6451644897461,
0,
0,
0,
0,
80.6451644897461,
161.2903289794922,
0,
0,
0,
0,
0,
0,
0,
80.6451644897461,
0,
0,
241.93548583984375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0... | train | aaaaedmk-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaedmk-1 | [
"VIM",
"LYZ",
"FABP4",
"HMOX1",
"MS4A7",
"IDH1",
"PLIN2",
"IRF1",
"PDIA4",
"HLA-DRA",
"AXL",
"UCHL3",
"GCLM",
"PKM",
"EPAS1",
"FCER1G",
"CD44",
"SSR3",
"HIST1H1C",
"HLA-DQA1",
"SLC1A3",
"AKR1C2",
"HSPA5",
"HYOU1",
"PCNA",
"CTNNB1",
"RHOA",
"PGC",
"PECAM1",
"... | [
8,
7,
3,
6,
603,
357,
202,
266,
383,
276,
442,
296,
427,
263,
52,
596,
231,
438,
193,
211,
100,
541,
260,
261,
513,
27,
272,
273,
420,
151,
468,
433,
431,
184,
426,
519,
456,
294,
408,
404,
400,
390,
102,
379,
369,
247,
360,... | [
[
0,
1,
1,
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,
0,
0,
0,
0,
0,
0,
0,
0,... | FABP4+ Macrophages | THD0011 | [
1,
0.8875,
0.775,
0.6625,
0.6625,
0.55,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000... |
[
[
0,
0,
0,
0,
0,
135.1351318359375,
0,
0,
0,
0,
0,
0,
0,
0,
270.270263671875,
135.1351318359375,
0,
0,
0,
0,
135.1351318359375,
0,
0,
135.1351318359375,
0,
0,
0,
0,
0,
0,
0,
0,
135.135... | train | aaaaciep-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaciep-1 | [
"VIM",
"EPAS1",
"SFTPD",
"SOD2",
"PDIA3",
"CD34",
"RHOA",
"ATF4",
"PECAM1",
"CTNNB1",
"XBP1",
"ITGB1",
"EHMT1",
"FCN3",
"YAP1",
"HERPUD1",
"CST3",
"HIST1H1C",
"HLA-DRA",
"HMGA1",
"CD44",
"HMOX1",
"HYOU1",
"CD4",
"EGFR",
"IL7R",
"MARCO",
"STAT6",
"STAT1",
"SP... | [
8,
7,
3,
6,
603,
193,
507,
526,
426,
92,
468,
46,
431,
151,
619,
306,
184,
217,
620,
254,
147,
260,
263,
264,
100,
266,
273,
97,
182,
294,
362,
544,
542,
532,
530,
523,
522,
519,
514,
506,
488,
480,
469,
448,
438,
404,
309,
... | [
[
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,... | gCap | THD0011 | [
1,
0.82,
0.64,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
0,
0,
0,
94.3396224975586,
0,
0,
0,
47.1698112487793,
0,
0,
0,
0,
235.84906005859375,
0,
0,
0,
0,
0,
47.1698112487793,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
47.1698112487793,... | train | aaaaedln-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaedln-1 | [
"PGC",
"SFTPC",
"SFTPD",
"NAPSA",
"MGST1",
"RHOA",
"DMBT1",
"XBP1",
"ATF4",
"CD44",
"HLA-DRA",
"FN1",
"DUOX1",
"LAMP3",
"NKX2-1",
"HSPA5",
"PDIA4",
"IDH1",
"HIST1H1C",
"CCN2",
"HYOU1",
"STAT1",
"SSR3",
"SOD2",
"EHMT1",
"NUCB2",
"SPCS2",
"GKN2",
"PKM",
"RNASE... | [
8,
7,
3,
6,
433,
506,
507,
394,
369,
468,
177,
619,
46,
100,
263,
225,
180,
332,
404,
272,
427,
276,
260,
76,
273,
542,
541,
526,
184,
408,
531,
234,
438,
469,
324,
23,
426,
247,
306,
603,
346,
489,
120,
504,
102,
450,
248,
... | [
[
0,
1,
1,
1,
1,
1,
0,
1,
0,
0,
1,
0,
0,
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,... | AT2 | THD0011 | [
1,
0.9,
0.8,
0.8,
0.7000000000000001,
0.6,
0.6,
0.5,
0.5,
0.5,
0.5,
0.4,
0.4,
0.4,
0.4,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2... |
[
[
0,
0,
58.479530334472656,
58.479530334472656,
0,
0,
0,
58.479530334472656,
0,
0,
58.479530334472656,
0,
0,
0,
175.4385986328125,
0,
0,
0,
58.479530334472656,
0,
0,
0,
0,
58.479530334472656,
0,
0,
0,
0,
... | train | aaaaedma-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaedma-1 | [
"SFTPD",
"NAPSA",
"SFTPC",
"PGC",
"CD44",
"SOD2",
"MGST1",
"DUOX1",
"LAMP3",
"DMBT1",
"NKX2-1",
"EPAS1",
"ERLEC1",
"ATF4",
"CST3",
"CTNNB1",
"HLA-DRA",
"PDIA3",
"WWTR1",
"RHOA",
"SFTA2",
"HIST1H1C",
"EPCAM",
"KRT18",
"SPCS2",
"WFDC2",
"SEC11C",
"SNAI2",
"HIF1A... | [
8,
7,
3,
6,
507,
394,
506,
433,
100,
526,
369,
180,
332,
177,
404,
193,
197,
46,
147,
151,
263,
426,
618,
468,
504,
260,
194,
324,
531,
610,
490,
523,
258,
427,
264,
428,
261,
217,
483,
137,
473,
532,
225,
224,
450,
214,
445... | [
[
0,
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,
0,... | AT2 | THD0011 | [
1,
0.9,
0.8,
0.7000000000000001,
0.6,
0.5,
0.5,
0.5,
0.4,
0.4,
0.4,
0.4,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.1,
0.1,
0.1,... |
[
[
0,
0,
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,
129.87013244628906,
0,
0,
0,
259.7402648925781,
0,
0,
0,
0,
... | train | aaaaedme-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaedme-1 | [
"EPAS1",
"SFTPD",
"HIST1H1C",
"IL7R",
"PECAM1",
"FCN3",
"SOD2",
"RNASE1",
"ITGB1",
"CA4",
"PDIA6",
"RHOA",
"HERPUD1",
"SFTPC",
"SPCS3",
"VIM",
"MGST1",
"HAS1",
"FGF2",
"HYOU1",
"DMBT1",
"CTNNB1",
"KDR",
"KRT8",
"LMAN1",
"OAS2",
"MRC1",
"NAPSA",
"NKX2-1",
"CE... | [
8,
7,
3,
6,
193,
507,
260,
294,
431,
217,
526,
469,
306,
68,
428,
468,
254,
506,
532,
603,
369,
251,
220,
273,
177,
151,
312,
328,
346,
410,
379,
394,
404,
117,
424,
427,
433,
473,
494,
504,
530,
537,
610,
619,
348,
100,
621... | [
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
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,
0.775,
0.775,
0.55,
0.55,
0.55,
0.55,
0.55,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,... |
[
[
0,
0,
74.0740737915039,
74.0740737915039,
0,
0,
0,
296.2962951660156,
0,
0,
0,
0,
0,
0,
444.4444580078125,
74.0740737915039,
0,
0,
0,
0,
0,
148.1481475830078,
0,
0,
0,
74.0740737915039,
0,
0,
0,
... | train | aaaaedok-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaedok-1 | [
"ATF4",
"SOD2",
"NUTF2",
"EPAS1",
"PDIA3",
"AKR1C1",
"SFTPD",
"KRT18",
"ITGB1",
"XBP1",
"LAMP3",
"HYOU1",
"NAPSA",
"MGST1",
"VIM",
"NUCB2",
"RHOA",
"ERLEC1",
"SFTPC",
"FN1",
"DCN",
"PKM",
"CTNNB1",
"EPCAM",
"BAX",
"SEC11C",
"SFTA2",
"CEACAM6",
"CD44",
"LUM",... | [
8,
7,
3,
6,
46,
526,
409,
193,
426,
26,
507,
324,
306,
619,
332,
273,
394,
369,
603,
408,
468,
197,
506,
225,
169,
438,
151,
194,
55,
490,
504,
117,
100,
353,
620,
618,
594,
469,
147,
135,
450,
177,
178,
483,
294,
431,
275,
... | [
[
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,... | AT2 | THD0011 | [
1,
1,
0.82,
0.64,
0.64,
0.64,
0.64,
0.64,
0.64,
0.64,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0... |
[
[
0,
0,
0,
171.67381286621094,
0,
0,
0,
0,
42.918453216552734,
0,
0,
0,
0,
0,
42.918453216552734,
42.918453216552734,
0,
85.83690643310547,
42.918453216552734,
0,
42.918453216552734,
0,
0,
171.67381286621094,
0,
... | train | aaaaafek-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaafek-1 | [
"EPAS1",
"SPARCL1",
"VIM",
"BMPR2",
"RHOA",
"CTNNB1",
"PECAM1",
"RNASE1",
"CEACAM6",
"ITGB1",
"KRT18",
"BCL2L1",
"KDR",
"CD34",
"AGER",
"PDIA3",
"GNG11",
"PGC",
"XBP1",
"FN1",
"HIST1H1C",
"ZEB1",
"NKX2-1",
"MANF",
"KRT8",
"ITGAM",
"HYOU1",
"YAP1",
"NUCB2",
"... | [
8,
7,
3,
6,
193,
530,
603,
61,
468,
151,
431,
469,
117,
306,
324,
58,
312,
92,
21,
426,
238,
433,
619,
225,
260,
621,
404,
360,
328,
303,
273,
620,
408,
438,
206,
542,
594,
180,
556,
126,
68,
532,
515,
50,
102,
507,
194,
2... | [
[
0,
1,
1,
1,
1,
1,
1,
0,
1,
1,
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,... | aCap | THD0011 | [
1,
0.9181818181818181,
0.8363636363636363,
0.7545454545454545,
0.6727272727272727,
0.5909090909090909,
0.5909090909090909,
0.5909090909090909,
0.509090909090909,
0.42727272727272725,
0.42727272727272725,
0.34545454545454546,
0.34545454545454546,
0.34545454545454546,
0.34545454545454546,
... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
82.6446304321289,
0,
0,
0,
0,
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 | aaaaebmp-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaebmp-1 | [
"SFTPC",
"SFTPD",
"CD44",
"DMBT1",
"NAPSA",
"PGC",
"SOD2",
"NKX2-1",
"HLA-DRA",
"XBP1",
"VIM",
"KRT8",
"HERPUD1",
"MGST1",
"PCNA",
"DUOX1",
"SSR3",
"SFTA2",
"HES1",
"LMAN1",
"SLC25A4",
"PDIA3",
"SLC25A37",
"SMAD4",
"SELENOS",
"SPCS3",
"SPRY2",
"RHOA",
"HMOX1",... | [
8,
7,
3,
6,
506,
507,
100,
177,
394,
433,
526,
404,
263,
619,
603,
328,
254,
369,
420,
180,
541,
504,
255,
346,
515,
426,
514,
519,
494,
532,
537,
468,
266,
46,
444,
191,
438,
602,
151,
308,
306,
197,
618,
620
] | [
[
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
],
[
1,
0,
1,
1... | AT2 | THD0011 | [
1,
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.22857142857142... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
65.78947448730469,
0,
0,
0,
0,
0,
65.78947448730469,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaafbp-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaafbp-1 | [
"SFTPD",
"SFTPC",
"CD44",
"PGC",
"NAPSA",
"DMBT1",
"XBP1",
"HLA-DRA",
"NKX2-1",
"EPAS1",
"ITGB1",
"RHOA",
"SOD2",
"LAMP3",
"MGST1",
"PDIA3",
"EPCAM",
"DUOX1",
"CFTR",
"NUTF2",
"SPCS2",
"SSR3",
"SFTA2",
"HSPA5",
"EHMT1",
"TOP2A",
"SCGB3A2",
"NFKB1",
"COL1A1",
... | [
8,
7,
3,
6,
507,
506,
100,
433,
394,
177,
619,
263,
404,
193,
306,
468,
526,
332,
369,
426,
194,
180,
120,
409,
531,
541,
504,
272,
184,
581,
489,
400,
134,
46,
135,
234,
514,
515,
182,
54,
610,
254,
357,
424,
151,
389,
580,... | [
[
0,
1,
1,
1,
1,
1,
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,
0,
0,
0,
0,... | Proliferating Epithelial | THD0011 | [
1,
1,
0.9,
0.8,
0.7000000000000001,
0.6,
0.5,
0.5,
0.4,
0.4,
0.4,
0.4,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
113.63636016845703,
0,
0,
113.63636016845703,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
113.63636016845703,
0,
0,
0,
0,
0,
0,
0,
0,
0,
113.63636016845703,
0,
113.63636016845703,
0,
0,
0,
1... | train | aaaaafca-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaafca-1 | [
"HMOX1",
"VIM",
"PGC",
"HLA-DRA",
"FCER1G",
"HIST1H1C",
"CCL2",
"HAVCR2",
"SLC1A3",
"MS4A7",
"RNASE1",
"RHOA",
"MARCO",
"UBE2J1",
"XBP1",
"PDIA3",
"PKM",
"PCNA",
"LUM",
"SPP1",
"EHMT1",
"LYZ",
"HERPUD1",
"PDIA4",
"MCEMP1",
"MGST1",
"PTPRC",
"SLC2A1",
"SFTPD",
... | [
8,
7,
3,
6,
266,
603,
433,
263,
211,
260,
72,
253,
513,
383,
469,
468,
362,
594,
619,
426,
438,
420,
353,
536,
184,
357,
254,
427,
363,
369,
456,
516,
507,
506,
177,
442,
408,
170,
147,
169,
448,
102,
242,
193,
273,
596,
48,... | [
[
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,... | Macrophages | THD0011 | [
1,
1,
0.775,
0.775,
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,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
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,
74.0740737915039,
0,
0,
0,
74.0740737915039,
0,
0,
0,
0,
0,
0,
148.1481475830078,
0,
74.0740737915039,
0,
74.0740737915039,
0,
0,
74.0740737915039,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | train | aaaaafch-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaafch-1 | [
"SFTPD",
"SFTPC",
"PGC",
"NAPSA",
"XBP1",
"CD44",
"DMBT1",
"MGST1",
"KRT8",
"LAMP3",
"PKM",
"SOD2",
"SELENOS",
"CTNNB1",
"MSLN",
"ITGB1",
"LPAR1",
"DCN",
"ERLEC1",
"CFTR",
"EGFR",
"ATF4",
"DUOX1",
"AXIN2",
"RHOA",
"CST3",
"HERPUD1",
"SPCS3",
"SPCS2",
"NUTF2"... | [
8,
7,
3,
6,
507,
506,
433,
394,
619,
100,
177,
369,
328,
332,
438,
526,
494,
151,
384,
306,
348,
169,
197,
120,
182,
46,
180,
51,
468,
147,
254,
532,
531,
409,
193,
26,
400,
21,
514,
234,
389,
324,
504,
260,
544,
454,
296,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9,
0.8,
0.7000000000000001,
0.6,
0.6,
0.5,
0.5,
0.4,
0.4,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1... |
[
[
0,
0,
95.23809814453125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
190.4761962890625,
0,
0,
0,
0,
0,
95.23809814453125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
95.... | train | aaaacikf-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacikf-1 | [
"SFTPC",
"SFTPD",
"PGC",
"DMBT1",
"HLA-DRA",
"EPAS1",
"XBP1",
"CD44",
"FN1",
"HMGA1",
"HIST1H1C",
"RHOA",
"NKX2-1",
"MGST1",
"PTGDS",
"CRELD2",
"SFTA2",
"PDGFRA",
"LUM",
"EGFR",
"DUOX1",
"ATF4",
"NAPSA",
"KRT8",
"SLC25A4",
"MYC",
"MYDGF",
"HIF1A",
"SPRY2",
"... | [
8,
7,
3,
6,
506,
507,
433,
177,
263,
193,
619,
100,
225,
264,
260,
468,
404,
369,
454,
144,
504,
424,
353,
182,
180,
46,
394,
328,
515,
389,
390,
258,
537,
400,
136,
134,
481,
526,
431,
532,
120,
266,
556,
14,
194,
322,
603,... | [
[
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,... | AT2 | 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,
0.1,
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,
256.4102478027344,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
128.2051239013672,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
128.2051239013672,
384.6153564453125,
0,
0... | train | aaaaednd-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaednd-1 | [
"VIM",
"PLIN2",
"MARCO",
"HMOX1",
"FCER1G",
"HLA-DRA",
"CCL2",
"PKM",
"LYZ",
"RHOA",
"PDIA3",
"AIF1",
"IDH1",
"CD68",
"SOD2",
"SPCS3",
"CST3",
"ITGAM",
"SPP1",
"IL7R",
"MRC1",
"EPCAM",
"NAPSA",
"MGST1",
"MFAP5",
"MANF",
"HERPUD1",
"HES1",
"HIST1H1C",
"HSPA5"... | [
8,
7,
3,
6,
603,
442,
362,
266,
211,
263,
72,
438,
357,
468,
426,
23,
276,
102,
526,
532,
147,
303,
536,
294,
379,
194,
394,
369,
368,
360,
254,
255,
260,
272,
427,
71,
304,
619,
594,
48
] | [
[
0,
1,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
[
1,
0,
0,
1,
1,
0,
0,
0... | SPP1+ Macrophages | THD0011 | [
1,
0.85,
0.85,
0.7,
0.5499999999999999,
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,
0,
84.74576568603516,
84.74576568603516,
0,
84.74576568603516,
0,
84.74576568603516,
0,
84.74576568603516,
0,
0,
0,
0,
0,
0,
0,
0,
0,
84.74576568603516,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaacikj-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacikj-1 | [
"LYZ",
"VIM",
"DMBT1",
"SFTPD",
"PGC",
"PTGDS",
"KRT8",
"CD44",
"SFTPC",
"NAPSA",
"DCN",
"GKN2",
"HIST1H1C",
"XBP1",
"DUOX1",
"ITGB1",
"EGFR",
"MGST1",
"RHOA",
"LUM",
"EPAS1",
"SFTA2",
"CCN2",
"PECAM1",
"SPCS3",
"SLC25A4",
"MRC1",
"SPARCL1",
"CST3",
"COL3A1"... | [
8,
7,
3,
6,
357,
603,
177,
507,
433,
454,
328,
100,
506,
394,
169,
234,
260,
619,
180,
306,
182,
369,
468,
353,
193,
504,
76,
431,
532,
515,
379,
530,
147,
136,
225,
473,
469,
408,
409,
214,
212,
424,
438,
426,
427,
135,
263... | [
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
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,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
... |
[
[
0,
0,
60.240962982177734,
0,
0,
0,
0,
0,
0,
120.48192596435547,
0,
0,
0,
0,
240.96385192871094,
60.240962982177734,
60.240962982177734,
0,
0,
0,
60.240962982177734,
60.240962982177734,
0,
0,
0,
0,
0,
0,... | train | aaaaedni-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaedni-1 | [
"SFTPC",
"SFTPD",
"PGC",
"NAPSA",
"CD44",
"VIM",
"LAMP3",
"XBP1",
"ATF4",
"NKX2-1",
"MYC",
"HERPUD1",
"SFTA2",
"DMBT1",
"EHMT1",
"MGST1",
"MRC1",
"PDIA4",
"CCL2",
"COL1A1",
"ICAM1",
"HYOU1",
"ANKRD28",
"HMOX1",
"PLIN2",
"RHOA",
"DUOX1",
"PKM",
"EPCAM",
"HLA-... | [
8,
7,
3,
6,
506,
507,
433,
394,
100,
603,
332,
619,
46,
404,
389,
254,
504,
177,
184,
369,
379,
427,
72,
134,
275,
273,
31,
266,
442,
468,
180,
438,
194,
263,
590,
102,
120,
47,
513,
526,
247,
597,
490,
197,
234,
384,
614,
... | [
[
0,
1,
1,
1,
1,
1,
0,
0,
1,
0,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9099999999999999,
0.82,
0.73,
0.64,
0.5499999999999999,
0.45999999999999996,
0.37,
0.37,
0.37,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
265.4867248535156,
88.49557495117188,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
88.49557495117188,
88.49557495117188,
0,
0,
0,
88.49557495117188,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaafbb-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaafbb-1 | [
"SFTPC",
"SFTPD",
"PGC",
"VIM",
"CD44",
"CCN2",
"LAMP3",
"NAPSA",
"CSPG4",
"ACTA2",
"RHOA",
"STAT6",
"HLA-DRA",
"SMAD4",
"SLC25A4",
"MEG3",
"IDH1",
"MGST1",
"NUTF2",
"SPARCL1",
"DCN",
"PTGDS",
"DMBT1",
"EPAS1",
"ITGB1",
"ITGA3",
"PDGFRB",
"PDGFRA",
"SOX4",
"... | [
8,
7,
3,
6,
506,
507,
433,
603,
100,
76,
332,
394,
146,
14,
468,
544,
263,
519,
515,
366,
276,
369,
409,
530,
169,
454,
177,
193,
306,
301,
425,
424,
528,
197,
254,
526,
97,
442,
102,
426,
180,
469,
120,
489,
178,
134,
135,
... | [
[
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,... | Fibroblasts | THD0011 | [
1,
0.85,
0.7,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
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,
119.04762268066406,
0,
119.04762268066406,
0,
0,
0,
0,
0,
0,
119.04762268066406,
119.04762268066406,
0,
0,
0,
0,
0,
0,
0,
119.04762268066406,
0,
0,
119.04762268066406,
0,
119.04762268... | train | aaaaafdk-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaafdk-1 | [
"EPAS1",
"VIM",
"CTNNB1",
"RHOA",
"ITGB1",
"IL7R",
"HMOX1",
"SFTPC",
"LAMP3",
"HIST1H1C",
"HYOU1",
"PGC",
"GPR183",
"DMBT1",
"NAPSA",
"PDIA3",
"ICAM1",
"HLA-DRA",
"HERPUD1",
"GSR",
"CST3",
"HIF1A",
"ITGB6",
"NUCB2",
"COL3A1",
"PDGFRA",
"PECAM1",
"PKM",
"SFTPD"... | [
8,
7,
3,
6,
193,
603,
151,
468,
306,
294,
266,
506,
332,
260,
273,
433,
242,
177,
394,
426,
275,
263,
254,
247,
147,
258,
308,
408,
136,
424,
431,
438,
507,
514,
530,
531,
537,
541,
542,
556,
597,
619,
324,
100,
621,
26,
23,... | [
[
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Macrophages | THD0011 | [
1,
0.775,
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,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
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,
125.78616333007812,
125.78616333007812,
0,
0,
62.89308166503906,
0,
0,
0,
0,
0,
0,
251.57232666015625,
0,
0,
0,
0,
0,
62.89308166503906,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
62.8930816... | train | aaaaafcl-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaafcl-1 | [
"SFTPC",
"SFTPD",
"FN1",
"RHOA",
"NAPSA",
"DMBT1",
"CD44",
"YAP1",
"ATF4",
"COL1A2",
"VIM",
"HIST1H1C",
"SPARCL1",
"LAMP3",
"ITGB1",
"NKX2-1",
"EPAS1",
"PECAM1",
"LUM",
"FCN3",
"PDIA6",
"CD4",
"PGC",
"STAT1",
"HMOX1",
"SELENOS",
"IL7R",
"XBP1",
"AGER",
"AGR3... | [
8,
7,
3,
6,
506,
507,
225,
468,
394,
177,
100,
620,
46,
135,
603,
260,
530,
332,
306,
404,
193,
431,
353,
217,
428,
97,
433,
542,
266,
494,
294,
619,
21,
22,
202,
169,
526,
254,
369,
615,
26,
514,
469,
147,
602,
383,
224,
... | [
[
0,
1,
1,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9099999999999999,
0.82,
0.73,
0.64,
0.5499999999999999,
0.45999999999999996,
0.37,
0.37,
0.37,
0.37,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.1,
0.1,
0.1,
0.1,
0.1,
0... |
[
[
0,
0,
0,
0,
0,
0,
0,
95.23809814453125,
0,
95.23809814453125,
0,
0,
0,
0,
0,
0,
95.23809814453125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
95.23809814453125,
0,
0,
0... | train | aaaaedmb-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaedmb-1 | [
"VIM",
"FN1",
"SPARCL1",
"DCN",
"CCN2",
"EPAS1",
"SOD2",
"XBP1",
"SPCS3",
"DMBT1",
"COL1A2",
"LUM",
"CD44",
"HSPA5",
"PLIN2",
"CST3",
"LGALS1",
"NAPSA",
"TOP1",
"PPARG",
"EHMT1",
"MGST1",
"CD68",
"GNG11",
"PKM",
"SELENOS",
"SCGB1A1",
"SAA2",
"COL3A1",
"FCN3"... | [
8,
7,
3,
6,
603,
225,
530,
169,
76,
193,
526,
619,
532,
177,
135,
353,
100,
272,
442,
147,
336,
394,
580,
448,
184,
369,
102,
238,
438,
494,
488,
483,
136,
217,
424,
306,
454,
178,
507,
134,
621,
71,
618,
328,
312,
324,
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,
0,
0,
0,
0,
0,
0,
0,... | not available | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
... |
[
[
0,
0,
0,
0,
0,
61.7283935546875,
0,
123.456787109375,
61.7283935546875,
0,
0,
0,
0,
61.7283935546875,
185.1851806640625,
0,
0,
61.7283935546875,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
61.7283935546875,
0... | train | aaaaafdc-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaafdc-1 | [
"VIM",
"LYZ",
"HLA-DRA",
"PLIN2",
"PKM",
"CCL18",
"XBP1",
"RHOA",
"IDH1",
"SFTPC",
"ATF4",
"HMOX1",
"S100A8",
"HERPUD1",
"FABP4",
"SFTPD",
"YAP1",
"CD68",
"FN1",
"CTNNB1",
"AKR1C1",
"MARCO",
"HIF1A",
"HLA-DQA1",
"EHMT1",
"SPCS3",
"PDIA6",
"PDIA4",
"HIST1H1C",
... | [
8,
7,
3,
6,
603,
357,
263,
442,
438,
71,
619,
468,
276,
506,
46,
266,
480,
254,
202,
507,
620,
102,
225,
151,
26,
362,
258,
261,
184,
532,
428,
427,
260,
456,
363,
431,
379,
544,
473,
433,
420,
409,
426,
513,
193,
272,
50,
... | [
[
0,
1,
1,
1,
0,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Interstitial Macrophages | THD0011 | [
1,
0.9,
0.8,
0.7000000000000001,
0.6,
0.5,
0.4,
0.4,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
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... |
[
[
0,
0,
0,
0,
0,
0,
0,
70.42253875732422,
0,
70.42253875732422,
0,
0,
0,
0,
281.6901550292969,
70.42253875732422,
0,
0,
0,
0,
0,
70.42253875732422,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaedpf-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaedpf-1 | [
"PGC",
"RNASE1",
"SFTPC",
"NKX2-1",
"CEACAM6",
"MGST1",
"SFTPD",
"NAPSA",
"RTKN2",
"KRT8",
"ATF4",
"FAS",
"CD44",
"DUOX1",
"XBP1",
"KRT18",
"SFTA2",
"PKM",
"HIST1H1C",
"IL7R",
"FN1",
"NUTF2",
"ERLEC1",
"EHMT1",
"SPRY2",
"IDH1",
"HERPUD1",
"EPAS1",
"WWTR1",
"... | [
8,
7,
3,
6,
433,
469,
506,
404,
117,
369,
507,
394,
473,
328,
46,
206,
100,
180,
619,
324,
504,
438,
260,
294,
225,
409,
197,
184,
537,
276,
254,
193,
618,
614,
620,
602,
194,
55,
594,
514,
296,
47,
490,
147,
31,
408,
26,
... | [
[
0,
1,
1,
0,
0,
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,... | AT1 | THD0011 | [
1,
1,
0.8875,
0.775,
0.6625,
0.6625,
0.6625,
0.55,
0.4375,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.2125000000000000... |
[
[
0,
0,
0,
0,
0,
208.3333282470703,
0,
0,
0,
0,
0,
0,
0,
0,
416.6666564941406,
0,
104.16666412353516,
0,
104.16666412353516,
104.16666412353516,
0,
0,
104.16666412353516,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaacihc-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacihc-1 | [
"VIM",
"IL7R",
"ATF4",
"CD3E",
"CTLA4",
"CXCR4",
"DCN",
"PTPRC",
"PKM",
"CD44",
"CD69",
"EPAS1",
"HAVCR2",
"LUM",
"LYZ",
"CD2",
"TGFB1",
"PDIA3",
"AIF1",
"PDCD1",
"XBP1",
"STAT6",
"CST3",
"SFTPC",
"RTKN2",
"RHOA",
"FCER1G",
"FCGBP",
"FCGR3A",
"GCLM",
"GPR1... | [
8,
7,
3,
6,
603,
294,
46,
95,
150,
163,
169,
456,
438,
100,
103,
193,
253,
353,
357,
85,
556,
426,
23,
422,
619,
544,
147,
506,
473,
468,
211,
212,
214,
231,
242,
427,
254,
266,
276,
280,
293,
306,
328,
87,
335,
425,
379,
... | [
[
0,
1,
1,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | T-cells | THD0011 | [
1,
0.82,
0.64,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
0,
66.66666412353516,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
66.66666412353516,
0,
66.66666412353516,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaedmi-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaedmi-1 | [
"SFTPD",
"PGC",
"SFTPC",
"DMBT1",
"NAPSA",
"XBP1",
"SFTA2",
"S100A9",
"CST3",
"KRT18",
"MGST1",
"DCN",
"RNASE1",
"EPCAM",
"DUOX1",
"EGFR",
"NKX2-1",
"RHOA",
"PRDX4",
"HLA-DRA",
"CD44",
"SPCS3",
"NUTF2",
"ITGB1",
"CFTR",
"GKN2",
"SPCS2",
"HYOU1",
"HIF1A",
"HI... | [
8,
7,
3,
6,
507,
433,
506,
177,
394,
619,
504,
481,
147,
324,
369,
169,
469,
194,
180,
182,
404,
468,
450,
263,
100,
532,
409,
306,
120,
234,
531,
273,
258,
260,
254,
134,
537,
264,
428,
489,
48,
596,
184,
620,
610,
426,
46,... | [
[
0,
1,
1,
0,
1,
1,
0,
0,
0,
1,
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,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.8875,
0.8875,
0.775,
0.6625,
0.6625,
0.55,
0.55,
0.4375,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.212500000... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
91.74311828613281,
0,
91.74311828613281,
0,
0,
0,
0,
91.74311828613281,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
275.2293701171875,
0,
0,
0... | train | aaaaebjm-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaebjm-1 | [
"HMOX1",
"VIM",
"HSPA5",
"SFTPC",
"PDIA3",
"HYOU1",
"LAMP3",
"PDIA6",
"PGC",
"DUOX1",
"CCL18",
"GKN2",
"RHOA",
"FCER1G",
"SOD2",
"CD68",
"PDIA4",
"SPCS2",
"SFTPD",
"SSR3",
"HIST1H1C",
"MYDGF",
"XBP1",
"ITGB1",
"PKM",
"CGA",
"LYZ",
"SPCS3",
"HES1",
"HERPUD1",... | [
8,
7,
3,
6,
266,
603,
272,
506,
426,
273,
332,
428,
433,
180,
71,
234,
468,
211,
526,
102,
427,
531,
507,
541,
260,
390,
619,
306,
438,
121,
357,
532,
255,
254,
177,
253,
442,
163,
450,
100,
363,
408,
368,
404,
394,
504,
490... | [
[
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | not available | THD0011 | [
1,
0.85,
0.7,
0.7,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
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,
0,
0,
0,
0,
111.11111450195312,
0,
0,
0,
0,
0,
0,
0,
0,
111.11111450195312,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
666.6666870117188... | train | aaaaedol-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaedol-1 | [
"VIM",
"LUM",
"CCN2",
"FN1",
"PTGDS",
"DCN",
"HIST1H1C",
"PPARG",
"IDH1",
"SPARCL1",
"COL3A1",
"RNASE1",
"RHOA",
"LYZ",
"MAL",
"SPRY2",
"HIF1A",
"PGC",
"CD44",
"MYC",
"FGF7",
"COL1A2",
"CPA3",
"PDGFRA",
"PDGFRB",
"PDIA3",
"PDIA4",
"EHMT1",
"PECAM1",
"SLC25A4... | [
8,
7,
3,
6,
603,
353,
76,
225,
454,
169,
260,
448,
276,
530,
136,
469,
468,
357,
358,
537,
258,
433,
100,
389,
221,
135,
142,
424,
425,
426,
427,
184,
431,
515,
348,
89,
619,
266,
290,
263,
620,
23,
46,
584
] | [
[
0,
1,
1,
1,
0,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
[
1,
0,
1,
1... | Fibroblasts | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0... |
[
[
0,
0,
161.2903289794922,
0,
0,
80.6451644897461,
0,
80.6451644897461,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
80.6451644897461,
0,
0,
161.2903289794922,
0,
0,
0,
0,
0,
0,
0,... | train | aaaaafdi-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaafdi-1 | [
"VIM",
"EPAS1",
"HLA-DRA",
"HIST1H1C",
"PECAM1",
"HERPUD1",
"HEY1",
"SPP1",
"CST3",
"ITGB1",
"CTNNB1",
"HMOX1",
"HLA-DQA1",
"LYZ",
"FCN3",
"CD68",
"STAT1",
"BMPR2",
"SPCS3",
"CD34",
"PGC",
"PKM",
"ACTA2",
"FCER1G",
"STAT6",
"CD52",
"CD274",
"SPARCL1",
"TGFB1",... | [
8,
7,
3,
6,
603,
193,
263,
260,
431,
254,
257,
536,
147,
306,
151,
266,
261,
357,
217,
102,
542,
61,
532,
92,
433,
438,
14,
211,
544,
101,
89,
530,
556,
408,
184,
276,
23,
428,
26,
301,
427,
426,
324,
448,
425,
409,
504,
5... | [
[
0,
1,
1,
0,
0,
0,
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,... | gCap | THD0011 | [
1,
0.8875,
0.775,
0.6625,
0.6625,
0.55,
0.55,
0.55,
0.4375,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
224.71910095214844,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaafcc-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaafcc-1 | [
"EPAS1",
"VIM",
"HERPUD1",
"LUM",
"MGST1",
"PECAM1",
"CTNNB1",
"SFTPD",
"HIST1H1C",
"SPCS3",
"SPARCL1",
"IL7R",
"SNAI1",
"NAPSA",
"DCN",
"PGC",
"DMBT1",
"BMPR2",
"PDIA3",
"KDR",
"XBP1",
"YAP1",
"SFTPC",
"COL3A1",
"MAL",
"RAMP2",
"UGDH",
"SPCS2",
"SEC11C",
"M... | [
8,
7,
3,
6,
193,
603,
254,
353,
369,
431,
151,
507,
260,
532,
530,
294,
522,
394,
169,
433,
177,
61,
426,
312,
619,
620,
506,
136,
358,
459,
597,
531,
490,
389,
409,
348,
468,
258,
257,
306,
424,
278,
618,
217,
594,
420,
225... | [
[
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,... | gCap | THD0011 | [
1,
0.82,
0.64,
0.64,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
336.13446044921875,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
84.03361511230469,
84.03361511230469,
168.06723022460938,
0,
84.03361511230469,
0,
0,
0,
0,
0,
0,
0,
252.10084533691406,
0,
0,
0,
0... | train | aaaaedpb-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaedpb-1 | [
"VIM",
"EPAS1",
"CCN2",
"COL3A1",
"ACTA2",
"RHOA",
"PECAM1",
"IL7R",
"BMPR2",
"SPARCL1",
"DCN",
"FN1",
"IFIT3",
"PGC",
"COL1A1",
"TOP1",
"PDGFRA",
"ATG7",
"PDIA4",
"STAT6",
"CD68",
"YAP1",
"KDR",
"SOX9",
"SCGB1A1",
"CTNNB1",
"SFTPD",
"CEACAM6",
"RNASE1",
"CO... | [
8,
7,
3,
6,
603,
193,
76,
136,
14,
468,
431,
294,
61,
530,
169,
225,
280,
433,
134,
580,
424,
48,
427,
544,
102,
620,
312,
529,
488,
151,
507,
117,
469,
135,
438,
180,
182,
184,
197,
426,
212,
214,
217,
389,
254,
353,
278,
... | [
[
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,... | Alveolar FBs | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
... |
[
[
0,
0,
116.27906799316406,
116.27906799316406,
0,
0,
0,
116.27906799316406,
116.27906799316406,
0,
0,
0,
0,
0,
232.55813598632812,
116.27906799316406,
116.27906799316406,
0,
0,
0,
0,
0,
0,
116.27906799316406,
0,
... | train | aaaaedof-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaedof-1 | [
"EPAS1",
"FCN3",
"SFTPD",
"WWTR1",
"KDR",
"PDIA3",
"YAP1",
"NUTF2",
"CTNNB1",
"CD34",
"COL1A2",
"FN1",
"NAPSA",
"RHOA",
"ATF4",
"MGST1",
"HERPUD1",
"SFTPC",
"ITGB1",
"ICAM1",
"SFTA2",
"DUOX1",
"SPARCL1",
"SPCS3",
"RNASE1",
"LAMP3",
"EHMT1",
"ITGAV",
"PDIA6",
... | [
8,
7,
3,
6,
193,
217,
507,
618,
312,
426,
620,
409,
151,
92,
135,
225,
394,
468,
46,
369,
254,
506,
306,
275,
504,
180,
530,
532,
469,
332,
184,
304,
428,
408,
404,
234,
258,
360,
349,
348,
438,
542,
621,
459,
27,
26,
47,
... | [
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
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,
0.775,
0.55,
0.55,
0.55,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
89.28571319580078,
89.28571319580078,
0,
0,
0,
89.28571319580078,
89.28571319580078,
0,
0,
0,
0,
0,
178.57142639160156,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
89.28571319580078,
... | train | aaaaedmg-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaedmg-1 | [
"EPAS1",
"VIM",
"IL7R",
"SPCS3",
"FN1",
"SPARCL1",
"DCN",
"COL3A1",
"PDIA3",
"HMOX1",
"LUM",
"PECAM1",
"FCN3",
"STAT6",
"IDH1",
"UBE2J1",
"RHOA",
"ATF4",
"EHMT1",
"PKM",
"WWTR1",
"CD34",
"AGER",
"SPRY2",
"CD44",
"SSR3",
"CD68",
"MAL",
"SNAI1",
"AKR1C1",
"H... | [
8,
7,
3,
6,
193,
603,
294,
532,
225,
530,
169,
136,
426,
266,
353,
431,
217,
544,
276,
594,
468,
46,
184,
438,
618,
92,
21,
537,
100,
541,
102,
358,
522,
26,
258,
117,
247,
143,
234,
147,
619,
409,
424,
211,
446,
14,
260,
... | [
[
0,
1,
0,
0,
0,
0,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
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,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
... |
[
[
0,
0,
0,
0,
0,
53.191490173339844,
0,
53.191490173339844,
0,
0,
0,
0,
0,
53.191490173339844,
106.38298034667969,
0,
53.191490173339844,
0,
0,
0,
0,
106.38298034667969,
0,
53.191490173339844,
0,
0,
0,
0,... | train | aaaaafdj-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaafdj-1 | [
"VIM",
"LYZ",
"MS4A7",
"SOD2",
"RHOA",
"HLA-DRA",
"PLIN2",
"HSPA5",
"HERPUD1",
"CCL18",
"HLA-DQA1",
"MARCO",
"CD68",
"IDH1",
"CD44",
"HIF1A",
"XBP1",
"SPCS2",
"UBE2J1",
"BAX",
"STAT6",
"SSR3",
"NUTF2",
"FCN3",
"ATF4",
"PGC",
"HMOX1",
"ITGB1",
"PKM",
"SFTPD",... | [
8,
7,
3,
6,
603,
357,
383,
526,
468,
263,
442,
272,
254,
71,
261,
362,
102,
276,
100,
258,
619,
531,
594,
55,
544,
541,
409,
217,
46,
433,
266,
306,
438,
507,
202,
260,
528,
369,
191,
133,
494,
489,
193,
134,
135,
232,
394,
... | [
[
0,
1,
1,
1,
1,
1,
0,
1,
1,
0,
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,... | Macrophages | 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,
0.2,
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,
0,
116.27906799316406,
0,
0,
174.41860961914062,
0,
0,
0,
0,
0,
0,
0,
58.13953399658203,
232.55813598632812,
58.13953399658203,
0,
0,
0,
58.13953399658203,
0,
58.13953399658203,
58.13953399658203,
0,
0,
58.1... | train | aaaaciej-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaciej-1 | [
"VIM",
"HLA-DRA",
"LYZ",
"FCER1G",
"FCGR3A",
"MS4A7",
"RHOA",
"ATF4",
"MRC1",
"HERPUD1",
"CD68",
"HLA-DQA1",
"CST3",
"HIF1A",
"CTNNB1",
"RNASE1",
"PECAM1",
"PTPRC",
"AIF1",
"ACTA2",
"HIST1H1C",
"SOD2",
"CD44",
"CD14",
"IDH1",
"CD86",
"TGFB1",
"DCN",
"HMOX1",
... | [
8,
7,
3,
6,
603,
263,
357,
211,
214,
383,
468,
46,
379,
254,
102,
261,
147,
258,
151,
469,
431,
456,
23,
14,
260,
526,
100,
80,
276,
109,
556,
169,
266,
196,
524,
519,
101,
136,
253,
442,
216,
193,
448,
426,
424,
410,
255,
... | [
[
0,
1,
1,
1,
1,
0,
1,
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,
0,
0,... | Interstitial Macrophages | THD0011 | [
1,
0.8875,
0.775,
0.775,
0.6625,
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,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.2125... |
[
[
0,
0,
344.82757568359375,
0,
0,
0,
0,
114.9425277709961,
0,
0,
0,
0,
0,
0,
114.9425277709961,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
229.8850555419922,
0,
0,
0,
114.9425277709961,
0,
0,
... | train | aaaaedpd-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaedpd-1 | [
"EPAS1",
"CCN2",
"SFTPC",
"VIM",
"ACTA2",
"SFTPD",
"NAPSA",
"KDR",
"CD44",
"CLDN5",
"RNASE1",
"RHOA",
"BMPR2",
"SPARCL1",
"FN1",
"PDIA3",
"HERPUD1",
"LUM",
"HAVCR2",
"CD4",
"ITGB1",
"ITGAX",
"YAP1",
"LAMP3",
"SEC11C",
"IDH1",
"CST3",
"HSPA5",
"HMOX1",
"PTPRC... | [
8,
7,
3,
6,
193,
76,
506,
603,
14,
507,
394,
312,
100,
126,
469,
468,
61,
530,
225,
426,
254,
353,
253,
97,
306,
305,
620,
332,
490,
276,
147,
272,
266,
456,
446,
177,
438,
264,
184,
433,
427,
261,
206,
408,
217,
383,
536,
... | [
[
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.775,
0.775,
0.775,
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,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
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,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
153.84616088867188,
0,
0,
0,
0,
... | train | aaaaedng-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaedng-1 | [
"VIM",
"RHOA",
"SPARCL1",
"PECAM1",
"CTNNB1",
"RNASE1",
"IL7R",
"NUTF2",
"EPAS1",
"HERPUD1",
"HLA-DRA",
"UBE2J1",
"MGST1",
"PGC",
"HMOX1",
"GNG11",
"FCER1G",
"SPCS3",
"LUM",
"MEG3",
"CCN2",
"NKX2-1",
"HIF1A",
"HIST1H1C",
"WWTR1",
"SLC25A4",
"SFTPD",
"XBP1",
"P... | [
8,
7,
3,
6,
603,
468,
530,
431,
151,
469,
294,
409,
193,
254,
263,
594,
369,
433,
266,
238,
211,
532,
353,
366,
76,
404,
258,
260,
618,
515,
507,
619,
442,
169,
438,
184,
136
] | [
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
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... | Arteriole | THD0011 | [
1,
0.82,
0.82,
0.64,
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,
0.1
] |
[
[
0,
0,
0,
0,
0,
124.4813232421875,
0,
0,
0,
0,
0,
0,
0,
0,
165.97509765625,
41.4937744140625,
41.4937744140625,
0,
41.4937744140625,
0,
0,
41.4937744140625,
0,
82.987548828125,
41.4937744140625,
0,
0,
0,... | train | aaaaafec-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaafec-1 | [
"VIM",
"HMOX1",
"SPP1",
"LYZ",
"HLA-DRA",
"SOD2",
"MARCO",
"PLIN2",
"FCER1G",
"HYOU1",
"CD68",
"HSPA5",
"CD44",
"FN1",
"ATF4",
"PDIA3",
"AIF1",
"PPARG",
"RHOA",
"PDIA4",
"C1QC",
"EPAS1",
"GCLM",
"S100A8",
"MS4A7",
"IDH1",
"OAS3",
"XBP1",
"HLA-DQA1",
"BCL2L1"... | [
8,
7,
3,
6,
603,
266,
536,
357,
263,
526,
362,
442,
211,
273,
102,
272,
100,
225,
46,
426,
23,
448,
468,
427,
66,
193,
231,
480,
383,
276,
411,
619,
261,
58,
258,
306,
428,
541,
253,
438,
513,
147,
151,
532,
507,
369,
260,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
0,
1,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SPP1+ Macrophages | THD0011 | [
1,
0.9181818181818181,
0.8363636363636363,
0.7545454545454545,
0.7545454545454545,
0.6727272727272727,
0.5909090909090909,
0.5909090909090909,
0.5909090909090909,
0.5909090909090909,
0.509090909090909,
0.42727272727272725,
0.42727272727272725,
0.34545454545454546,
0.34545454545454546,
... |
[
[
0,
0,
0,
132.45033264160156,
132.45033264160156,
0,
0,
0,
0,
66.22516632080078,
0,
0,
0,
0,
132.45033264160156,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
66.22516632080078,
... | train | aaaaaffo-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaffo-1 | [
"SFTPD",
"SFTPC",
"PGC",
"XBP1",
"NAPSA",
"EPAS1",
"DMBT1",
"CD44",
"MGST1",
"SFTA2",
"DUOX1",
"LUM",
"EPCAM",
"RNASE1",
"ICAM1",
"NUCB2",
"RHOA",
"TOP1",
"SEC11C",
"WWTR1",
"AGER",
"LAMP3",
"AGR3",
"SPRY2",
"SSR3",
"YAP1",
"UCHL3",
"ITGB1",
"ATF4",
"S100A9"... | [
8,
7,
3,
6,
507,
506,
433,
619,
394,
193,
177,
100,
369,
504,
180,
353,
194,
469,
275,
408,
468,
580,
490,
618,
21,
332,
22,
537,
541,
620,
596,
306,
46,
481,
489,
532,
530,
357,
151,
400,
254,
473,
427,
234,
102,
389,
526,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9,
0.8,
0.7000000000000001,
0.7000000000000001,
0.7000000000000001,
0.6,
0.5,
0.5,
0.4,
0.4,
0.30000000000000004,
0.30000000000000004,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
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,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
139.86013793945312,
0,
0,
209.7902069091797,
0,
0,
0,
69.93006896972656,
0,
0,
0,
0,
0,
0,
69... | train | aaaaafdf-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaafdf-1 | [
"VIM",
"EPAS1",
"SFTPD",
"SFTPC",
"PECAM1",
"SPARCL1",
"PGC",
"CD44",
"NAPSA",
"SELENOS",
"EPCAM",
"MGST1",
"RHOA",
"RAMP2",
"HERPUD1",
"BMPR2",
"HIST1H1C",
"KRT18",
"BCL2L1",
"PKM",
"ITGAV",
"EGFR",
"ZEB1",
"PLIN2",
"CTNNB1",
"PTPRC",
"SCGB1A1",
"CD69",
"DMBT... | [
8,
7,
3,
6,
603,
193,
507,
506,
431,
530,
433,
100,
394,
494,
194,
369,
468,
459,
254,
61,
260,
324,
58,
438,
304,
182,
621,
442,
151,
456,
488,
103,
177,
184,
211,
426,
306,
301,
296,
620,
328,
332,
276,
427,
273,
261,
255,... | [
[
0,
0,
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,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
1,
0.8875,
0.775,
0.775,
0.6625,
0.55,
0.55,
0.55,
0.4375,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
54.054054260253906,
54.054054260253906,
0,
0,
0,
0,
108.10810852050781,
0,
0,
0,
0,
0,
216.21621704101562,
54.054054260253906,
0,
0,
0,
54.054054260253906,
0,
54.054054260253906,
0,
54.054054260253906,
0,
... | train | aaaaahdc-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaahdc-1 | [
"VIM",
"HLA-DRA",
"MARCO",
"HMOX1",
"PDIA3",
"GSR",
"FCER1G",
"HSPA5",
"PLIN2",
"RHOA",
"LYZ",
"CD14",
"C1QC",
"IDH1",
"ATF4",
"CD68",
"PKM",
"CD44",
"HYOU1",
"PDIA4",
"KRT18",
"AKR1C2",
"STAT1",
"ITGB1",
"ITGAX",
"SFTPD",
"TREM2",
"SFTPC",
"ERLEC1",
"CTNNB1... | [
8,
7,
3,
6,
603,
263,
362,
266,
426,
247,
211,
272,
442,
468,
357,
80,
66,
276,
46,
102,
438,
100,
273,
427,
324,
27,
542,
306,
305,
507,
586,
506,
197,
151,
409,
456,
328,
428,
275,
531,
294,
526,
116,
258,
516,
253,
242,
... | [
[
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,... | SPP1+ Macrophages | THD0011 | [
1,
0.8875,
0.8875,
0.775,
0.6625,
0.6625,
0.6625,
0.55,
0.55,
0.4375,
0.4375,
0.4375,
0.4375,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.212500000... |
[
[
0,
0,
253.16455078125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
379.746826171875,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
126.582275390625,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
379.746... | train | aaaaajhc-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaajhc-1 | [
"VIM",
"FN1",
"SPARCL1",
"LUM",
"CCN2",
"SOD2",
"ATF4",
"EPAS1",
"COL1A2",
"RHOA",
"CST3",
"DCN",
"STAT6",
"PTGDS",
"ACTA2",
"FCER1G",
"KDR",
"SELENOS",
"SEC11C",
"S100A9",
"CLDN5",
"ERLEC1",
"LMAN1",
"HIST1H1C",
"HES1",
"PTPRC",
"FGF7",
"PGC",
"FCN3",
"CPA3... | [
8,
7,
3,
6,
603,
225,
530,
353,
76,
526,
46,
193,
135,
468,
147,
169,
544,
454,
14,
211,
312,
494,
490,
481,
126,
197,
346,
260,
255,
456,
221,
433,
217,
142,
428,
306,
584,
61
] | [
[
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
],
[
1,
0,
1,
1,
0,
1,
0,
0,
0,
0... | Mast | THD0011 | [
1,
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,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1
] |
[
[
0,
0,
63.2911376953125,
0,
63.2911376953125,
0,
0,
0,
0,
63.2911376953125,
0,
0,
0,
0,
63.2911376953125,
0,
0,
63.2911376953125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaajil-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaajil-1 | [
"TPSAB1",
"CPA3",
"VIM",
"FN1",
"EPAS1",
"KIT",
"CD44",
"CD69",
"SPARCL1",
"CTNNB1",
"DCN",
"CCN2",
"PLIN2",
"FCER1G",
"DMBT1",
"PIM2",
"PDIA3",
"RHOA",
"IL7R",
"ITM2C",
"RACGAP1",
"HMGA1",
"LUM",
"VEGFA",
"SNAI2",
"ATF4",
"SMAD4",
"HIST1H1C",
"AGR3",
"SFTPD... | [
8,
7,
3,
6,
584,
142,
603,
225,
193,
313,
100,
103,
530,
151,
169,
76,
442,
211,
177,
437,
426,
468,
294,
309,
457,
264,
353,
602,
523,
46,
519,
260,
22,
507,
506,
272,
369,
136,
147,
14,
31,
411,
445,
618,
205,
433,
431,
... | [
[
0,
1,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Mast | THD0011 | [
1,
0.9,
0.8,
0.7000000000000001,
0.7000000000000001,
0.6,
0.5,
0.5,
0.4,
0.4,
0.4,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.1,
0.1,
0.1,
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,
144.9275360107422,
72.4637680053711,
144.9275360107422,
0,
0,
72.4637680053711,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
362.31884765625,
0,
... | train | aaaaeboh-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaeboh-1 | [
"HMOX1",
"VIM",
"RHOA",
"PKM",
"HLA-DRA",
"MS4A7",
"IDH1",
"CCL18",
"PDIA3",
"MARCO",
"FCER1G",
"LYZ",
"HIST1H1C",
"HIF1A",
"FCGR3A",
"S100A9",
"ITGAX",
"PLIN2",
"MANF",
"PDIA4",
"CD44",
"SOD2",
"CD68",
"SELENOS",
"ATG7",
"SEC11C",
"HYOU1",
"MRC1",
"ATF4",
"... | [
8,
7,
3,
6,
266,
603,
468,
438,
263,
383,
276,
71,
426,
362,
211,
357,
260,
258,
214,
481,
305,
442,
360,
427,
100,
526,
102,
494,
48,
490,
273,
379,
46,
541,
92,
253,
532,
428,
80,
151,
410,
196,
254,
513,
431,
590,
78,
3... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Macrophages | THD0011 | [
1,
0.8875,
0.775,
0.6625,
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,
0.21250000000000002,
... |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.