Search is not available for this dataset
Expression list | Split string | Cell_id string | Gene list | Cell_Ids string | Ranked_Gene_Names list | Full_Tokens list | Gene_Gene_Matrix list | Annotations string | Sample_Names string | Normalized_Exp list |
|---|---|---|---|---|---|---|---|---|---|---|
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
144.9275360107422,
0,
72.4637680053711,
72.4637680053711,
72.4637680053711,
0,
0,
0,
0,
0,
0,
0,
72.4637680053711,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadipf-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadipf-1 | [
"VIM",
"FN1",
"PTGDS",
"SOD2",
"LUM",
"COL1A1",
"COL1A2",
"SPARCL1",
"PECAM1",
"EPAS1",
"COL3A1",
"WWTR1",
"FGF7",
"XBP1",
"DCN",
"GNG11",
"YAP1",
"CCN2",
"LPAR2",
"HIF1A",
"PDGFRA",
"ATF4",
"FAP",
"PKM",
"ICAM1",
"HERPUD1",
"HIST1H1C",
"PDIA6",
"CD44",
"CD3... | [
8,
7,
3,
6,
603,
225,
454,
526,
353,
134,
135,
530,
431,
193,
136,
618,
221,
619,
169,
238,
620,
76,
349,
258,
424,
46,
205,
438,
275,
254,
260,
428,
100,
92,
524,
523,
488,
513,
504,
532,
146,
147,
222,
176,
182,
426,
252,
... | [
[
0,
1,
1,
1,
1,
1,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Fibroblasts | THD0011 | [
1,
0.9,
0.8,
0.7000000000000001,
0.7000000000000001,
0.6,
0.5,
0.4,
0.4,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
41.66666793823242,
41.66666793823242,
0,
125,
0,
0,
41.66666793823242,
41.66666793823242,
0,
0,
0,
41.66666793823242,
83.33333587646484,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | train | aaaadidp-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadidp-1 | [
"VIM",
"LYZ",
"HLA-DRA",
"COL1A1",
"GPR183",
"COL3A1",
"PECAM1",
"CD68",
"FN1",
"PKM",
"FCER1G",
"CD44",
"EPAS1",
"COL1A2",
"MRC1",
"LUM",
"MS4A7",
"PTPRC",
"RHOA",
"HLA-DQA1",
"HIF1A",
"HERPUD1",
"IDH1",
"SOD2",
"CST3",
"FCGR3A",
"AIF1",
"ITGB1",
"PLIN2",
"... | [
8,
7,
3,
6,
603,
357,
263,
134,
242,
136,
431,
102,
225,
438,
211,
100,
193,
135,
379,
353,
383,
456,
468,
261,
258,
254,
276,
526,
147,
214,
23,
306,
442,
428,
264,
336,
523,
469,
163,
466,
389,
46,
71,
151,
426,
420,
618,
... | [
[
0,
1,
1,
1,
1,
0,
0,
0,
0,
0,
1,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Macrophages | THD0011 | [
1,
1,
0.8875,
0.775,
0.6625,
0.6625,
0.6625,
0.6625,
0.6625,
0.6625,
0.6625,
0.55,
0.55,
0.55,
0.4375,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.2125000... |
[
[
0,
0,
101.01010131835938,
101.01010131835938,
0,
101.01010131835938,
0,
101.01010131835938,
202.02020263671875,
0,
0,
0,
0,
0,
202.02020263671875,
0,
0,
0,
101.01010131835938,
0,
0,
0,
0,
202.02020263671875,
0,
... | train | aaaadiec-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadiec-1 | [
"VIM",
"CEACAM6",
"ITGA3",
"ITGB1",
"NKX2-1",
"KRT18",
"VEGFA",
"ICAM1",
"DUOX1",
"CCL2",
"SFTPD",
"NUTF2",
"RTKN2",
"BCL2L1",
"RHOA",
"HSPA5",
"LYZ",
"PGC",
"HLA-DRA",
"ATF4",
"PKM",
"AKR1C2",
"PDIA4",
"ERLEC1",
"MANF",
"SOX4",
"EHMT1",
"CD68",
"PDIA3",
"SF... | [
8,
7,
3,
6,
603,
117,
301,
306,
404,
324,
602,
275,
180,
72,
507,
409,
473,
58,
468,
272,
357,
433,
263,
46,
438,
27,
427,
197,
360,
528,
184,
102,
426,
506,
504,
425,
394,
400,
135,
225,
137,
224,
446,
206,
450,
541,
214,
... | [
[
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,
0,
0,... | AT1 | 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,
0.28,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,... |
[
[
0,
0,
333.3333435058594,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
166.6666717529297,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadink-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadink-1 | [
"VIM",
"RHOA",
"SFTPD",
"CEACAM6",
"HERPUD1",
"NUTF2",
"LUM",
"FN1",
"PKM",
"ACTA2",
"POSTN",
"SOX4",
"SPP1",
"MGST1",
"CENPF",
"MYDGF",
"SFTA2",
"TGFB1",
"COL1A2",
"COL3A1",
"SLC25A4",
"NUCB2",
"BMPR2",
"HSPA5",
"ITGAV",
"ICAM1",
"ITGB1",
"PDIA4",
"YAP1",
"... | [
8,
7,
3,
6,
603,
468,
507,
117,
254,
409,
353,
225,
438,
14,
446,
528,
536,
369,
118,
390,
504,
556,
135,
136,
515,
408,
61,
272,
304,
275,
306,
427,
620,
426,
147,
263,
324,
276,
326,
594
] | [
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0,
0,
0... | Proliferating Epithelial | THD0011 | [
1,
0.82,
0.64,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
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,
147.05882263183594,
0,
0,
0,
0,
0,
0,
0,
0,
36.764705657958984,
0,
0,
36.764705657958984,
0,
0,
0,
0,
0,
0,
36.764705657958984,
0,
0,
0,
0,
0,
0,
0,
294.1176452636719,... | train | aaaadidc-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadidc-1 | [
"VIM",
"FN1",
"LYZ",
"MS4A7",
"COL1A1",
"HLA-DRA",
"CCL18",
"POSTN",
"IDH1",
"LUM",
"COL3A1",
"COL1A2",
"CD44",
"HMOX1",
"MRC1",
"CD14",
"HAVCR2",
"AIF1",
"FCER1G",
"PDIA3",
"HERPUD1",
"HLA-DQA1",
"CXCR4",
"CD68",
"HLA-DQB1",
"OAS3",
"RHOA",
"FKBP11",
"SELENOS... | [
8,
7,
3,
6,
603,
225,
357,
383,
134,
263,
71,
446,
276,
353,
136,
135,
100,
266,
379,
80,
253,
23,
211,
426,
254,
261,
163,
102,
262,
411,
468,
224,
494,
594,
303,
442,
193,
438,
214,
147,
258,
178,
409,
260,
326,
306,
425,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
0,
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,... | DCs | THD0011 | [
1,
0.9249999999999999,
0.9249999999999999,
0.85,
0.7749999999999999,
0.7,
0.625,
0.625,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.475,
0.475,
0.4,
0.4,
0.32499999999999996,
0.32499999999999996,
0.32499999999999996,
0.32499999999999996,
... |
[
[
0,
0,
430.1075134277344,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
107.5268783569336,
0,
107.5268783569336,
0,
0,
0,
0,
107.5268783569336,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
107.5268783569336,
... | train | aaaadimj-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadimj-1 | [
"VIM",
"COL1A1",
"LYZ",
"HIF1A",
"ACTA2",
"FCER1G",
"FN1",
"RHOA",
"COL3A1",
"FCGR3A",
"MARCO",
"LUM",
"TOP2A",
"LMAN1",
"CD68",
"COL1A2",
"EPAS1",
"PDIA3",
"IDH1",
"XBP1",
"STAT1",
"HLA-DRA",
"CCL18",
"HIST1H1C",
"S100A9",
"PDIA6",
"MEG3",
"SOD2",
"CD44",
"... | [
8,
7,
3,
6,
603,
134,
357,
258,
14,
211,
225,
468,
136,
214,
362,
353,
581,
346,
102,
135,
193,
426,
276,
619,
542,
263,
71,
260,
481,
428,
366,
526,
100,
494,
247,
242,
515,
541,
390,
383,
379,
305,
427,
602,
46,
72,
48,
... | [
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SPP1+ Macrophages | THD0011 | [
1,
0.85,
0.7,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.4,
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.... |
[
[
0,
0,
151.51515197753906,
0,
0,
75.75757598876953,
0,
75.75757598876953,
75.75757598876953,
75.75757598876953,
0,
0,
0,
0,
227.27273559570312,
151.51515197753906,
0,
0,
0,
0,
0,
0,
75.75757598876953,
0,
0,
75.7... | train | aaaadifn-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadifn-1 | [
"VIM",
"SFTPD",
"LYZ",
"HIST1H1C",
"CD3D",
"HMOX1",
"CEACAM6",
"CD68",
"ITGB1",
"HLA-DRA",
"ATF4",
"TRAC",
"ITGAV",
"C1QC",
"CD2",
"FGFBP2",
"HLA-DQA1",
"PTPRC",
"RHOA",
"PLIN2",
"HIF1A",
"KLRG1",
"SLC25A4",
"KRT18",
"ACTA2",
"ATF6",
"GNLY",
"CD69",
"CD44",
... | [
8,
7,
3,
6,
603,
507,
357,
260,
94,
266,
117,
102,
306,
263,
46,
585,
304,
66,
85,
222,
261,
456,
468,
442,
258,
319,
515,
324,
14,
47,
239,
103,
100,
275,
326,
544,
110,
291,
272,
528,
242,
163,
519,
247,
254,
394,
488,
2... | [
[
0,
1,
1,
1,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | NK cells | THD0011 | [
1,
0.82,
0.64,
0.64,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
... |
[
[
0,
0,
0,
0,
0,
480.76922607421875,
0,
0,
0,
0,
0,
0,
0,
0,
96.15384674072266,
0,
192.3076934814453,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
96.15384674072266,
0,
0,
0,
96.15384674072... | train | aaaadino-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadino-1 | [
"VIM",
"LYZ",
"AIF1",
"IDH1",
"LUM",
"FN1",
"HLA-DRA",
"FCER1G",
"COL1A1",
"HMOX1",
"CST3",
"RHOA",
"ATG7",
"PTPRC",
"XBP1",
"PKM",
"S100A9",
"SFTPD",
"MS4A7",
"SLC25A37",
"STAT1",
"HLA-DQA1",
"HIST1H1C",
"CD44",
"HIF1A",
"MRC1",
"MARCO",
"HERPUD1",
"MCEMP1",
... | [
8,
7,
3,
6,
603,
357,
23,
276,
353,
225,
263,
211,
134,
266,
147,
468,
48,
456,
619,
438,
481,
507,
383,
514,
542,
261,
260,
100,
258,
379,
362,
254,
363,
136,
405,
519,
242,
489,
135,
72,
118,
427,
426,
305,
304,
446,
420,
... | [
[
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
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,
0.7,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
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,
0,
103.09278106689453,
0,
0,
0,
0,
0,
0,
0,
0,
51.546390533447266,
51.546390533447266,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
103.09278106689453,
0,
0,
0,
0... | train | aaaadidl-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadidl-1 | [
"VIM",
"MRC1",
"LYZ",
"PECAM1",
"CD68",
"COL3A1",
"IDH1",
"SPARCL1",
"MARCO",
"RHOA",
"HLA-DRA",
"FN1",
"HIF1A",
"RNASE1",
"ITGB1",
"PDIA3",
"EPAS1",
"CD44",
"CST3",
"GPR183",
"WWTR1",
"FCER1G",
"HERPUD1",
"ICAM1",
"MYC",
"COL1A1",
"PTPRC",
"TOP1",
"PDIA6",
... | [
8,
7,
3,
6,
603,
379,
357,
431,
102,
136,
276,
530,
362,
468,
263,
225,
258,
469,
306,
426,
193,
100,
147,
242,
618,
211,
254,
275,
389,
134,
456,
580,
428,
214,
66,
14,
304,
23,
303,
328,
47,
46,
224,
309,
312,
614,
151,
... | [
[
0,
1,
1,
1,
1,
1,
0,
1,
0,
1,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Macrophages | THD0011 | [
1,
0.9,
0.8,
0.7000000000000001,
0.7000000000000001,
0.6,
0.6,
0.6,
0.5,
0.5,
0.5,
0.5,
0.5,
0.5,
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,
0,
227.27272033691406,
0,
0,
227.27272033691406,
0,
0,
0,
0,
0,
0,
0,
0,
113.63636016845703,
0,
113.63636016845703,
0,
0,
0,
0,
0,
0,
113.63636016845703,
113.63636016845703,
0,
227.27272033691406,
0,... | train | aaaadmaf-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadmaf-1 | [
"VIM",
"EPAS1",
"PECAM1",
"CD44",
"HLA-DRA",
"LYZ",
"MRC1",
"GPR183",
"RHOA",
"FN1",
"CD34",
"SPARCL1",
"SFTPD",
"COL1A2",
"BMPR2",
"RNASE1",
"CD14",
"ITGB1",
"ACTA2",
"AIF1",
"ITGAV",
"CD86",
"KRT8",
"COL1A1",
"COL3A1",
"FCN3",
"PDIA3",
"CTNNB1",
"JCHAIN",
... | [
8,
7,
3,
6,
603,
193,
431,
100,
263,
357,
379,
242,
468,
225,
92,
530,
507,
135,
61,
469,
80,
306,
14,
23,
304,
109,
328,
134,
136,
217,
426,
151,
310,
389,
182,
184,
409,
542,
428,
144,
272,
294,
46,
580,
59,
600,
68,
58,... | [
[
0,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
... | gCap | 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,
0.25,
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,
0,
0,
86.9565200805664,
0,
0,
0,
86.9565200805664,
0,
0,
0,
0,
0,
0,
0,
0,
86.9565200805664,
0,
0,
0,
0,
0,
0,
0,
0,
0,
86.9565200805664,
0,
0,
0,
86.9565200805664,
0,
... | train | aaaadifj-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadifj-1 | [
"FN1",
"LUM",
"COL3A1",
"VIM",
"COL1A1",
"PDGFRA",
"COL1A2",
"SPARCL1",
"ITGB1",
"CCN2",
"FGF7",
"IDH1",
"CD44",
"CEACAM6",
"PKM",
"CD4",
"C1QC",
"SOD2",
"STAT6",
"MYC",
"CCNB2",
"CENPF",
"NUCB2",
"NUTF2",
"CCL18",
"IFIT2",
"TOP1",
"SOX4",
"CTNNB1",
"XBP1",
... | [
8,
7,
3,
6,
225,
353,
136,
603,
134,
424,
135,
530,
306,
76,
221,
276,
100,
117,
438,
97,
66,
526,
544,
389,
78,
118,
408,
409,
71,
279,
580,
528,
151,
619,
442,
23,
426,
612,
31,
336,
456,
293,
206,
454,
290,
468,
51,
584... | [
[
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
],
... | Proliferating Mesenchymal | THD0011 | [
1,
0.85,
0.7,
0.7,
0.5499999999999999,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
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,
153.84616088867188,
0,
0,
0,
0,
0,
0,
0,
0,
0,
51.28205108642578,
51.28205108642578,
0,
0,
0,
0,
51.28205108642578,
0,
51.28205108642578,
0,
0,
102.56410217285156,
0,
0,
0,
0,... | train | aaaadmak-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadmak-1 | [
"VIM",
"IDH1",
"MS4A7",
"CCL18",
"RHOA",
"CD44",
"CD68",
"HLA-DRA",
"LYZ",
"FCER1G",
"MARCO",
"MRC1",
"PLIN2",
"PDIA3",
"PDGFRA",
"ITGB1",
"FN1",
"SOD2",
"AIF1",
"HIF1A",
"MCEMP1",
"EPAS1",
"VEGFA",
"UBE2J1",
"PKM",
"XBP1",
"HMOX1",
"PECAM1",
"HMGA1",
"ITGAX... | [
8,
7,
3,
6,
603,
276,
383,
71,
468,
100,
102,
263,
357,
211,
362,
379,
442,
426,
424,
306,
225,
526,
23,
258,
363,
193,
602,
594,
438,
619,
266,
431,
264,
305,
262,
61,
134,
147,
151,
516,
456,
136,
135,
483,
513,
294,
427,
... | [
[
0,
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,
0,
0,
0,
0,
0,
0,
0,... | SPP1+ Macrophages | THD0011 | [
1,
0.9,
0.8,
0.7000000000000001,
0.6,
0.5,
0.5,
0.5,
0.5,
0.4,
0.4,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004... |
[
[
0,
0,
114.9425277709961,
0,
0,
114.9425277709961,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
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 | aaaadman-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadman-1 | [
"VIM",
"FN1",
"COL3A1",
"PTGDS",
"HIF1A",
"LUM",
"PPARG",
"IDH1",
"RNASE1",
"HES1",
"COL1A2",
"LYZ",
"HMOX1",
"MRC1",
"CD44",
"COL15A1",
"HLA-DRA",
"SFTA2",
"HLA-DQA1",
"SLC25A37",
"STAT1",
"SSR3",
"MGST1",
"CD14",
"NAPSA",
"SMAD4",
"GSR",
"PDIA6",
"SOD2",
"... | [
8,
7,
3,
6,
603,
225,
136,
454,
258,
353,
448,
276,
469,
255,
135,
357,
266,
379,
100,
133,
263,
504,
261,
514,
542,
541,
369,
80,
394,
519,
247,
428,
526,
529,
362,
427,
264,
143,
619,
14,
431,
193,
23,
424,
177,
438,
594,
... | [
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
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,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
173.9130401611328,
0,
86.9565200805664,
86.9565200805664,
86.9565200805664,
86.9565200805664,
0,
0,
0,
0,
0,
0,
0,
0,
86.9565200805664,
0,
0,
0,... | train | aaaadmap-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadmap-1 | [
"VIM",
"HLA-DRA",
"MRC1",
"CD44",
"FN1",
"LUM",
"HMOX1",
"CD14",
"LYZ",
"PDIA3",
"PLIN2",
"SFTPD",
"PKM",
"XBP1",
"HIST1H1C",
"RNASE1",
"RHOA",
"CST3",
"HLA-DQA1",
"NAPSA",
"EPAS1",
"SFTA2",
"IDH1",
"ATF4",
"COL3A1",
"CRELD2",
"HSPA5",
"MS4A7",
"COL1A2",
"SL... | [
8,
7,
3,
6,
603,
263,
379,
100,
225,
353,
266,
80,
357,
426,
442,
507,
438,
619,
260,
469,
468,
147,
261,
394,
193,
504,
276,
46,
136,
144,
272,
383,
135,
515,
519,
541,
102,
369,
258,
360,
362,
273,
433,
48,
328,
275,
50,
... | [
[
0,
1,
0,
1,
1,
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,
0,
0,
0,
0,... | Macrophages | THD0011 | [
1,
0.82,
0.82,
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,
0.1,
0.1,
... |
[
[
0,
119.04762268066406,
119.04762268066406,
0,
0,
0,
0,
119.04762268066406,
0,
0,
0,
0,
0,
0,
0,
119.04762268066406,
119.04762268066406,
0,
0,
119.04762268066406,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadmbf-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadmbf-1 | [
"EPAS1",
"VIM",
"PECAM1",
"SOD2",
"IRF1",
"ICAM1",
"CD34",
"CCL2",
"LUM",
"ITGB1",
"ITGAV",
"FCN3",
"XBP1",
"TBXA2R",
"PKM",
"PTGDS",
"KDR",
"HIF1A",
"SPCS3",
"CD44",
"SNAI2",
"SELENOS",
"COL3A1",
"GSR",
"RNASE1",
"CTNNB1",
"PTPRC",
"NUTF2",
"NFKB1",
"FN1",
... | [
8,
7,
3,
6,
193,
603,
431,
526,
296,
275,
92,
72,
353,
306,
304,
217,
619,
551,
438,
454,
312,
258,
532,
100,
523,
494,
136,
247,
469,
151,
456,
409,
400,
225,
147,
468,
294,
52,
13,
14,
47,
618,
48,
26
] | [
[
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
],
[
1,
0,
0,
1... | Arteriole | THD0011 | [
1,
1,
0.82,
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,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
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,
51.28205108642578,
0,
0,
0,
0,
0,
0,
51.28205108642578,
0,
0,
0,
51.28205108642578,
0,
51.28205108642578,
0,
0,
51.28205108642578,
0,
0,
51.28205108642578,
0,
0,
0,
0,
... | train | aaaadmbe-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadmbe-1 | [
"PGC",
"SFTPC",
"SFTPD",
"NAPSA",
"CD44",
"DMBT1",
"PDIA3",
"XBP1",
"NKX2-1",
"PKM",
"SFTA2",
"RHOA",
"HSPA5",
"YAP1",
"MYDGF",
"HIST1H1C",
"KRT8",
"LAMP3",
"PCNA",
"SSR3",
"TOP1",
"SEC11C",
"DUOX1",
"ERLEC1",
"HERPUD1",
"FN1",
"MGST1",
"VEGFA",
"GSR",
"S100... | [
8,
7,
3,
6,
433,
506,
507,
394,
100,
177,
426,
619,
404,
438,
504,
468,
272,
620,
390,
260,
328,
332,
420,
541,
580,
490,
180,
197,
254,
225,
369,
602,
247,
481,
494,
618,
276,
80,
400,
258,
147,
532,
117,
273,
255,
76,
51,
... | [
[
0,
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,
0,... | AT2 | THD0011 | [
1,
0.9181818181818181,
0.8363636363636363,
0.7545454545454545,
0.6727272727272727,
0.6727272727272727,
0.5909090909090909,
0.509090909090909,
0.509090909090909,
0.42727272727272725,
0.42727272727272725,
0.34545454545454546,
0.34545454545454546,
0.34545454545454546,
0.26363636363636367,
... |
[
[
0,
0,
760.23388671875,
0,
0,
0,
0,
58.479530334472656,
0,
0,
0,
0,
0,
0,
116.95906066894531,
0,
0,
0,
0,
116.95906066894531,
0,
0,
0,
58.479530334472656,
0,
0,
58.479530334472656,
0,
0,
0,
0... | train | aaaadmbh-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadmbh-1 | [
"VIM",
"SPARCL1",
"ACTA2",
"EPAS1",
"PDGFRB",
"ITGB1",
"FN1",
"COL3A1",
"PECAM1",
"RHOA",
"CTNNB1",
"LYZ",
"HLA-DRA",
"HIF1A",
"CST3",
"HEY1",
"NFKB1",
"LUM",
"SMAD4",
"COL1A2",
"PDGFRA",
"ITGAV",
"AXL",
"PDIA3",
"ATF4",
"EHMT1",
"HLA-DQA1",
"SPRY2",
"HIST1H1C... | [
8,
7,
3,
6,
603,
530,
14,
193,
425,
306,
225,
136,
431,
468,
151,
357,
263,
258,
147,
257,
400,
353,
519,
135,
424,
304,
52,
426,
46,
184,
261,
537,
260,
89,
78,
542,
221,
92,
531,
526,
100,
523,
254,
169,
217,
619,
312,
2... | [
[
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,... | gCap | THD0011 | [
1,
0.9099999999999999,
0.82,
0.73,
0.64,
0.64,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.45999999999999996,
0.45999999999999996,
0.37,
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,
0.1,
0.1,
0.1... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
151.51515197753906,
0,
0,
0,
0,
0,
0,
0,
0,
0,
101.01010131835938,
0,
0,
0,
0,
0,
0,
0,
0,
50.50505065917969,
0,
0,
0,
0... | train | aaaadmbm-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadmbm-1 | [
"SFTPD",
"PGC",
"SFTPC",
"NAPSA",
"DMBT1",
"CD44",
"XBP1",
"RHOA",
"PKM",
"KRT14",
"TOP1",
"CTNNB1",
"EPAS1",
"MGST1",
"ICAM1",
"NKX2-1",
"SFTA2",
"HLA-DRA",
"IDH1",
"LAMP3",
"PDIA3",
"ATF4",
"KRT18",
"ITGB1",
"ITGA3",
"NUTF2",
"PLIN2",
"HSPA5",
"UGDH",
"ITG... | [
8,
7,
3,
6,
507,
433,
506,
394,
177,
100,
619,
468,
438,
321,
580,
151,
193,
369,
275,
404,
504,
263,
276,
332,
426,
46,
324,
306,
301,
409,
442,
272,
597,
308,
178,
136,
490,
469,
59,
194,
147,
258,
620,
117,
234,
515,
427,... | [
[
0,
1,
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,... | AT2 | THD0011 | [
1,
0.9099999999999999,
0.82,
0.82,
0.73,
0.64,
0.64,
0.5499999999999999,
0.45999999999999996,
0.37,
0.37,
0.37,
0.37,
0.37,
0.37,
0.37,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19... |
[
[
0,
0,
80,
0,
0,
0,
0,
80,
0,
0,
0,
0,
0,
80,
240,
0,
80,
0,
0,
80,
0,
80,
0,
0,
80,
0,
0,
0,
0,
0,
0,
0,
0,
80,
0,
0,
0,
320,
0,
0,
0,
0,
0,
... | train | aaaadmcg-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadmcg-1 | [
"VIM",
"LUM",
"FN1",
"PECAM1",
"EPAS1",
"PDGFRA",
"COL1A2",
"CCN2",
"FCN3",
"COL1A1",
"HIST1H1C",
"CD34",
"ATF4",
"DCN",
"ITGB1",
"SOD2",
"PTPRC",
"XBP1",
"LMAN1",
"UBE2J1",
"HIF1A",
"BAX",
"AKR1C1",
"CD4",
"CD44",
"SPARCL1",
"HERPUD1",
"ATF3",
"MYC",
"COL3A... | [
8,
7,
3,
6,
603,
353,
225,
431,
193,
424,
135,
76,
217,
134,
260,
92,
46,
169,
306,
526,
456,
619,
346,
594,
258,
55,
26,
97,
100,
530,
254,
45,
389,
136,
409,
221,
369,
220,
14,
425,
427,
468,
428,
206,
48,
448,
182,
184,... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Fibroblasts | 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,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0... |
[
[
0,
0,
199.00497436523438,
0,
0,
49.751243591308594,
0,
0,
0,
0,
0,
0,
0,
0,
49.751243591308594,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadmcm-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadmcm-1 | [
"VIM",
"COL1A1",
"COL3A1",
"LUM",
"COL1A2",
"CCN2",
"PTGDS",
"ICAM1",
"RHOA",
"FN1",
"CST3",
"DCN",
"ACTA2",
"XBP1",
"PDIA3",
"PDGFRA",
"ITGB1",
"PKM",
"SPARCL1",
"EPAS1",
"EGFR",
"NUTF2",
"SMAD4",
"MGST1",
"SOD2",
"ZEB1",
"NHSL2",
"CD34",
"KRT18",
"GSR",
... | [
8,
7,
3,
6,
603,
134,
136,
353,
135,
76,
454,
275,
468,
225,
147,
169,
14,
619,
426,
424,
306,
438,
530,
193,
182,
409,
519,
369,
526,
621,
401,
92,
324,
247,
100,
143,
590,
214,
46,
390,
408,
400,
620,
494,
137,
254,
151,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
0,
1,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Fibroblasts | THD0011 | [
1,
0.9181818181818181,
0.8363636363636363,
0.8363636363636363,
0.7545454545454545,
0.6727272727272727,
0.5909090909090909,
0.509090909090909,
0.42727272727272725,
0.42727272727272725,
0.34545454545454546,
0.34545454545454546,
0.34545454545454546,
0.34545454545454546,
0.34545454545454546,... |
[
[
0,
0,
224.71910095214844,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
112.35955047607422,
0,
0,
112.35955047607422,
0,
0,
0,
0,
0,
0,
224.71910095214844,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadmck-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadmck-1 | [
"VIM",
"SPARCL1",
"LUM",
"FN1",
"PECAM1",
"ZEB1",
"COL3A1",
"CCN2",
"ITGB1",
"RHOA",
"HIST1H1C",
"FCN3",
"XBP1",
"PDIA3",
"LGALS1",
"FGF2",
"EPAS1",
"BMPR2",
"ACTA2",
"MEG3",
"SOD2",
"HSPA5",
"GCLM",
"LPAR1",
"COL1A2",
"SPRY2",
"CD34",
"CST3",
"LMAN1",
"HIF1... | [
8,
7,
3,
6,
603,
530,
353,
225,
431,
621,
136,
76,
306,
468,
260,
217,
619,
426,
336,
220,
193,
61,
14,
366,
526,
272,
231,
348,
135,
537,
92,
147,
346,
258,
428,
427,
171,
596,
48,
52,
425,
247,
523,
328,
126
] | [
[
0,
1,
1,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
[
1,
0,
1... | Fibroblasts | THD0011 | [
1,
0.82,
0.64,
0.64,
0.64,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
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... |
[
[
0,
0,
138.88888549804688,
0,
0,
69.44444274902344,
0,
0,
0,
0,
0,
0,
0,
69.44444274902344,
138.88888549804688,
0,
0,
0,
0,
0,
0,
0,
69.44444274902344,
0,
0,
0,
138.88888549804688,
0,
0,
0,
0... | train | aaaadmdc-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadmdc-1 | [
"VIM",
"LUM",
"COL3A1",
"DCN",
"COL1A2",
"FN1",
"SOD2",
"FCN3",
"HIST1H1C",
"CCN2",
"EPAS1",
"ITGB1",
"SPARCL1",
"BMPR2",
"TPSAB1",
"MS4A7",
"ICAM1",
"LYZ",
"COL1A1",
"HMOX1",
"ATF4",
"PDGFRA",
"RHOA",
"ACTA2",
"PTGDS",
"CREB3L4",
"FAP",
"SPCS2",
"CD34",
"SO... | [
8,
7,
3,
6,
603,
353,
136,
169,
135,
225,
526,
217,
260,
76,
193,
306,
530,
61,
584,
383,
275,
357,
134,
266,
46,
424,
468,
14,
454,
143,
205,
531,
92,
528,
206,
97,
431,
102,
103,
178,
214,
258,
519,
254,
117,
369,
147,
1... | [
[
0,
1,
1,
1,
1,
0,
1,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Mast | THD0011 | [
1,
0.8875,
0.775,
0.6625,
0.6625,
0.55,
0.4375,
0.4375,
0.4375,
0.4375,
0.4375,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.2125000000... |
[
[
0,
0,
0,
0,
0,
127.38853454589844,
0,
0,
0,
0,
0,
0,
0,
0,
191.08279418945312,
0,
63.69426727294922,
63.69426727294922,
0,
0,
0,
63.69426727294922,
0,
0,
0,
0,
0,
0,
63.69426727294922,
0,
0,... | train | aaaadmde-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadmde-1 | [
"VIM",
"HMOX1",
"FN1",
"PDIA3",
"PLIN2",
"LYZ",
"HYOU1",
"GCLM",
"LUM",
"ITGB1",
"HLA-DRA",
"FCER1G",
"IDH1",
"SOD2",
"HSPA5",
"CD14",
"ITGAX",
"ATF4",
"SPCS2",
"CD68",
"SLC1A3",
"MRC1",
"EPAS1",
"HIST1H1C",
"AIF1",
"PKM",
"CTNNB1",
"PECAM1",
"EHMT1",
"PIM2"... | [
8,
7,
3,
6,
603,
266,
225,
426,
442,
357,
273,
231,
353,
306,
263,
211,
276,
526,
272,
80,
305,
46,
531,
102,
513,
379,
193,
260,
23,
438,
151,
431,
184,
437,
254,
528,
428,
425,
420,
258,
149,
100,
401,
517,
514,
390,
481,
... | [
[
0,
1,
1,
0,
0,
1,
0,
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,... | SPP1+ Macrophages | THD0011 | [
1,
0.8875,
0.775,
0.6625,
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,
0.212500000000... |
[
[
0,
0,
281.6901550292969,
0,
0,
0,
0,
140.84507751464844,
70.42253875732422,
0,
0,
0,
0,
70.42253875732422,
0,
0,
140.84507751464844,
0,
0,
0,
0,
0,
0,
0,
0,
0,
70.42253875732422,
0,
0,
0,
0,... | train | aaaadmdd-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadmdd-1 | [
"VIM",
"LUM",
"EPAS1",
"FN1",
"PECAM1",
"COL3A1",
"RHOA",
"CD34",
"ACTA2",
"CTNNB1",
"LGALS1",
"PDIA4",
"COL1A2",
"SOD2",
"CST3",
"PDIA3",
"HERPUD1",
"HIF1A",
"HYOU1",
"YAP1",
"AKR1C1",
"CD44",
"ITGB1",
"SPARCL1",
"XBP1",
"ATG7",
"SLC25A37",
"SFTPD",
"SMAD4",
... | [
8,
7,
3,
6,
603,
353,
193,
225,
431,
136,
468,
92,
14,
151,
336,
427,
135,
526,
147,
426,
254,
258,
273,
620,
26,
100,
306,
530,
619,
48,
514,
507,
519,
494,
102,
621,
425,
180,
438,
206,
411,
221,
231,
238,
263,
272,
300,
... | [
[
0,
1,
1,
1,
1,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.6142857142857143,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
... |
[
[
0,
0,
43.668121337890625,
43.668121337890625,
0,
0,
0,
305.6768493652344,
87.33624267578125,
0,
0,
0,
0,
0,
174.6724853515625,
0,
0,
0,
87.33624267578125,
0,
0,
0,
0,
131.00436401367188,
0,
0,
0,
0,
... | train | aaaadmdg-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadmdg-1 | [
"SFTPD",
"CEACAM6",
"VIM",
"EPAS1",
"RNASE1",
"RTKN2",
"AKR1C1",
"PDIA3",
"FN1",
"RHOA",
"KRT18",
"ITGB1",
"MGST1",
"XBP1",
"DUOX1",
"HERPUD1",
"ATF4",
"NKX2-1",
"ICAM1",
"YAP1",
"EPCAM",
"NAPSA",
"VEGFA",
"CD44",
"BCL2L1",
"GSR",
"DDIT3",
"ITGB6",
"CCN2",
"... | [
8,
7,
3,
6,
507,
117,
603,
193,
469,
473,
26,
426,
225,
468,
324,
306,
369,
619,
180,
254,
46,
404,
275,
620,
194,
394,
602,
100,
58,
247,
171,
308,
76,
384,
206,
328,
621,
438,
454,
537,
580,
427,
27,
51,
431,
531,
242,
2... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
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,... | AT1 | THD0011 | [
1,
0.9181818181818181,
0.8363636363636363,
0.7545454545454545,
0.6727272727272727,
0.5909090909090909,
0.5909090909090909,
0.509090909090909,
0.509090909090909,
0.42727272727272725,
0.42727272727272725,
0.42727272727272725,
0.42727272727272725,
0.42727272727272725,
0.42727272727272725,
... |
[
[
0,
0,
205.4794464111328,
0,
0,
0,
0,
0,
0,
68.49314880371094,
0,
0,
0,
0,
136.98629760742188,
68.49314880371094,
0,
68.49314880371094,
0,
0,
0,
0,
68.49314880371094,
205.4794464111328,
68.49314880371094,
0,
... | train | aaaadmdh-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadmdh-1 | [
"VIM",
"PECAM1",
"IDH1",
"EPAS1",
"HMOX1",
"HLA-DRA",
"SPARCL1",
"RNASE1",
"CTNNB1",
"RHOA",
"LYZ",
"CD68",
"HIST1H1C",
"BCL2L1",
"PLIN2",
"FCER1G",
"ACTA2",
"PKM",
"SPCS3",
"TTC19",
"KDR",
"SOD2",
"GNG11",
"UCHL3",
"ITGA3",
"NAPSA",
"ICAM1",
"HYOU1",
"ATF4",
... | [
8,
7,
3,
6,
603,
431,
276,
193,
266,
263,
530,
469,
151,
468,
357,
102,
260,
58,
442,
211,
14,
438,
532,
590,
312,
526,
238,
596,
301,
394,
275,
273,
46,
363,
258,
92,
523,
214,
515,
454,
506,
494,
242,
134,
135,
264,
480,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | aCap | THD0011 | [
1,
0.85,
0.85,
0.85,
0.7,
0.7,
0.7,
0.7,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
69.44444274902344,
69.44444274902344,
0,
277.77777099609375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
69.44444274902344,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadmdk-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadmdk-1 | [
"LYZ",
"VIM",
"S100A8",
"S100A9",
"CD44",
"SFTPC",
"AIF1",
"PTPRC",
"RHOA",
"CTNNB1",
"HIST1H1C",
"SOD2",
"FCN1",
"KRT8",
"MS4A7",
"ITGAM",
"FN1",
"CD4",
"ITGB1",
"FCER1G",
"MYDGF",
"MANF",
"GKN2",
"SFTA2",
"CD14",
"HIF1A",
"SLC25A37",
"FGF7",
"MGST1",
"SOX4... | [
8,
7,
3,
6,
357,
603,
480,
481,
100,
506,
23,
456,
468,
151,
260,
526,
216,
328,
383,
303,
225,
97,
306,
211,
390,
360,
234,
504,
80,
258,
514,
221,
369,
528,
507,
426,
263,
135,
519,
254,
530,
193,
353,
196,
14,
21,
618,
... | [
[
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,
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,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.2,
0.2,
0.2,
0.2,
0.2,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.... |
[
[
0,
0,
283.6879577636719,
0,
0,
212.76596069335938,
0,
35.460994720458984,
0,
0,
0,
0,
0,
0,
70.92198944091797,
0,
0,
0,
0,
35.460994720458984,
0,
0,
0,
35.460994720458984,
35.460994720458984,
0,
106.3829803... | train | aaaadmdl-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadmdl-1 | [
"VIM",
"EPAS1",
"LYZ",
"COL1A2",
"HLA-DRA",
"SPARCL1",
"ACTA2",
"COL3A1",
"LUM",
"HIST1H1C",
"RHOA",
"AIF1",
"MRC1",
"IDH1",
"ITGB1",
"CTNNB1",
"FN1",
"HERPUD1",
"IL7R",
"XBP1",
"PDIA3",
"SSR3",
"FCER1G",
"SOD2",
"ICAM1",
"BMPR2",
"CD34",
"PKM",
"MS4A7",
"YA... | [
8,
7,
3,
6,
603,
193,
357,
135,
263,
530,
14,
136,
353,
260,
468,
23,
379,
276,
306,
151,
225,
254,
294,
619,
426,
541,
211,
526,
275,
61,
92,
438,
383,
620,
102,
117,
134,
394,
618,
597,
169,
431,
214,
528,
100,
427,
473,
... | [
[
0,
1,
1,
1,
1,
1,
1,
0,
1,
1,
0,
1,
1,
1,
0,
0,
0,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.9181818181818181,
0.8363636363636363,
0.7545454545454545,
0.6727272727272727,
0.5909090909090909,
0.5909090909090909,
0.509090909090909,
0.509090909090909,
0.509090909090909,
0.509090909090909,
0.509090909090909,
0.509090909090909,
0.42727272727272725,
0.42727272727272725,
0.34545... |
[
[
0,
0,
147.05882263183594,
220.58822631835938,
0,
367.6470642089844,
0,
0,
0,
0,
0,
0,
0,
73.52941131591797,
220.58822631835938,
0,
147.05882263183594,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadmdo-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadmdo-1 | [
"VIM",
"LYZ",
"FCER1G",
"HLA-DRA",
"AIF1",
"MS4A7",
"RHOA",
"PTPRC",
"LUM",
"FN1",
"PECAM1",
"ATF4",
"AGER",
"SFTA2",
"CTNNB1",
"S100A8",
"KRT8",
"CD4",
"CD14",
"PKM",
"EHMT1",
"ITGAX",
"ERLEC1",
"HERPUD1",
"ACTA2",
"SPARCL1",
"ATG7",
"COL1A2",
"CD68",
"SOD2... | [
8,
7,
3,
6,
603,
357,
211,
263,
23,
383,
468,
456,
353,
225,
431,
46,
21,
504,
151,
480,
328,
97,
80,
438,
184,
305,
197,
254,
14,
530,
48,
135,
102,
526,
379,
400,
469,
483,
481,
409,
147,
531,
214,
454,
424,
426,
427,
44... | [
[
0,
1,
1,
1,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Interstitial Macrophages | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.6142857142857143,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
... |
[
[
0,
0,
0,
0,
0,
97.0873794555664,
0,
0,
0,
0,
0,
0,
0,
97.0873794555664,
194.1747589111328,
194.1747589111328,
97.0873794555664,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
97... | train | aaaadmea-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadmea-1 | [
"VIM",
"PKM",
"FN1",
"EPAS1",
"SFTPD",
"CD44",
"KRT18",
"LUM",
"NAPSA",
"LYZ",
"MAL",
"WNT5A",
"KRT8",
"S100A8",
"ITGAV",
"RNASE1",
"SOD2",
"ATF4",
"RHOA",
"PTGDS",
"DCN",
"ATF6",
"FGF7",
"FCER1G",
"HLA-DQA1",
"SPCS3",
"SPCS2",
"SPARCL1",
"HIF1A",
"PDIA6",
... | [
8,
7,
3,
6,
603,
438,
225,
193,
507,
100,
324,
353,
394,
357,
358,
614,
328,
480,
304,
469,
526,
46,
468,
454,
169,
47,
221,
211,
261,
532,
531,
530,
258,
428,
426,
513,
433,
117,
490,
134,
202,
136,
542,
146,
369,
424,
194,... | [
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | DCs | THD0011 | [
1,
0.82,
0.64,
0.64,
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,
0.28,
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,
0,
27.54821014404297,
0,
0,
165.2892608642578,
0,
110.19284057617188,
0,
55.09642028808594,
0,
0,
0,
0,
137.74105834960938,
0,
0,
0,
0,
137.74105834960938,
0,
27.54821014404297,
0,
27.54821014404297,
0,
0,
... | train | aaaadmee-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadmee-1 | [
"VIM",
"LYZ",
"HLA-DRA",
"CD68",
"HMOX1",
"MS4A7",
"HLA-DQA1",
"FN1",
"MRC1",
"FCER1G",
"PLIN2",
"IDH1",
"SOD2",
"PKM",
"RHOA",
"AIF1",
"MARCO",
"C1QC",
"CD52",
"CD44",
"ATF4",
"AXL",
"FCGR3A",
"PDIA3",
"PDIA4",
"AKR1C1",
"EPAS1",
"LGALS1",
"TREM2",
"PDIA6",... | [
8,
7,
3,
6,
603,
357,
263,
102,
266,
383,
261,
225,
379,
211,
442,
276,
526,
438,
468,
23,
362,
66,
101,
100,
46,
52,
214,
426,
427,
26,
193,
336,
586,
428,
273,
305,
513,
481,
480,
147,
253,
448,
287,
202,
431,
264,
363,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
1,
0,
1,
1,
0,
1,
0,
1,
0,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | FABP4+ Macrophages | THD0011 | [
1,
0.9307692307692308,
0.8615384615384616,
0.7923076923076923,
0.7923076923076923,
0.7230769230769231,
0.7230769230769231,
0.6538461538461539,
0.5846153846153846,
0.5846153846153846,
0.5846153846153846,
0.5846153846153846,
0.5153846153846154,
0.4461538461538461,
0.4461538461538461,
0.4... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
119.04762268066406,
0,
0,
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 | aaaadmec-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadmec-1 | [
"S100A8",
"VIM",
"FCER1G",
"S100A9",
"EPAS1",
"PTPRC",
"FN1",
"ITGAX",
"S100A12",
"RHOA",
"PECAM1",
"SFTPD",
"CD68",
"CD34",
"LUM",
"PKM",
"COL1A2",
"CST3",
"CTNNB1",
"CD44",
"ITGAM",
"EHMT1",
"NUTF2",
"NFKB1",
"GCLM",
"MGST1",
"LYZ",
"HIF1A",
"LGALS1",
"KDR... | [
8,
7,
3,
6,
480,
603,
211,
481,
193,
456,
225,
305,
477,
468,
431,
507,
102,
92,
353,
438,
135,
147,
151,
100,
303,
184,
409,
400,
231,
369,
357,
258,
336,
312,
620,
296,
306,
426,
524,
621,
47,
618,
596
] | [
[
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
[
1,
0,
0,
0,
0... | Interstitial Macrophages | THD0011 | [
1,
0.85,
0.7,
0.7,
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,
0.1,
0.1,
0.1,
0.1
] |
[
[
0,
0,
145.63107299804688,
0,
0,
48.5436897277832,
0,
0,
0,
145.63107299804688,
0,
0,
0,
0,
97.0873794555664,
0,
48.5436897277832,
0,
97.0873794555664,
0,
0,
0,
48.5436897277832,
0,
0,
0,
48.5436897277832,
... | train | aaaaddge-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaddge-1 | [
"VIM",
"FN1",
"PTGDS",
"COL1A2",
"PDIA3",
"ITGB1",
"LUM",
"RHOA",
"ICAM1",
"SOD2",
"CCN2",
"SFTPD",
"LYZ",
"PDGFRA",
"DCN",
"ANKRD28",
"HIF1A",
"ACTA2",
"COL1A1",
"COL3A1",
"CEACAM6",
"SPARCL1",
"CD68",
"DDIT3",
"STAT6",
"CD44",
"EMG1",
"FCER1G",
"PGC",
"CTN... | [
8,
7,
3,
6,
603,
225,
454,
135,
426,
306,
353,
468,
275,
526,
76,
507,
357,
424,
169,
31,
258,
14,
134,
136,
117,
530,
102,
171,
544,
100,
191,
211,
433,
151,
324,
469,
328,
263,
261,
594,
46,
272,
369,
401,
51,
293,
147,
... | [
[
0,
1,
1,
1,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Fibroblasts | THD0011 | [
1,
0.8875,
0.775,
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,
0.325,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000... |
[
[
0,
0,
394.7368469238281,
0,
0,
131.57894897460938,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
65.78947448730469,
0,
0,
0,
0,
0,
0,
65.78947448730469,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaddga-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaddga-1 | [
"VIM",
"LYZ",
"FN1",
"MS4A7",
"ACTA2",
"DCN",
"SFTPD",
"RNASE1",
"CTNNB1",
"EPAS1",
"FCER1G",
"FCGR3A",
"CD44",
"PGC",
"PECAM1",
"ICAM1",
"HIF1A",
"STAT6",
"SPARCL1",
"SOD2",
"HIST1H1C",
"GKN2",
"COL3A1",
"S100A9",
"NAPSA",
"PTGDS",
"COL1A2",
"LUM",
"CD68",
... | [
8,
7,
3,
6,
603,
357,
225,
383,
14,
169,
507,
469,
151,
193,
211,
214,
100,
433,
431,
275,
258,
544,
530,
526,
260,
234,
136,
481,
394,
454,
135,
353,
102,
304,
620,
306,
23,
324,
147,
410,
424,
254,
253,
109,
456,
117,
96,
... | [
[
0,
1,
1,
1,
1,
0,
1,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Macrophages | THD0011 | [
1,
0.8714285714285716,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,... |
[
[
0,
0,
35.71428680419922,
0,
0,
285.71429443359375,
0,
35.71428680419922,
35.71428680419922,
0,
0,
0,
0,
0,
71.42857360839844,
0,
0,
0,
0,
71.42857360839844,
0,
0,
0,
71.42857360839844,
0,
0,
0,
0,
3... | train | aaaadmei-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadmei-1 | [
"VIM",
"LYZ",
"HLA-DRA",
"MARCO",
"CD68",
"PLIN2",
"FCER1G",
"HMOX1",
"AIF1",
"MRC1",
"HSPA5",
"SLC1A3",
"PDIA3",
"S100A8",
"CD44",
"IDH1",
"XBP1",
"CD14",
"EPAS1",
"PDIA6",
"MS4A7",
"TREM2",
"PTPRC",
"BCL2L1",
"S100A9",
"AXL",
"MYDGF",
"RNASE1",
"RHOA",
"FN... | [
8,
7,
3,
6,
603,
357,
263,
362,
102,
442,
211,
266,
23,
379,
272,
513,
426,
480,
100,
276,
619,
80,
193,
428,
383,
586,
456,
58,
481,
52,
390,
469,
468,
225,
46,
532,
214,
431,
618,
261,
147,
310,
27,
514,
613,
242,
253,
4... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
1,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Macrophages | THD0011 | [
1,
0.9307692307692308,
0.8615384615384616,
0.7923076923076923,
0.7230769230769231,
0.7230769230769231,
0.6538461538461539,
0.5846153846153846,
0.5846153846153846,
0.5153846153846154,
0.4461538461538461,
0.3769230769230769,
0.3769230769230769,
0.3076923076923077,
0.3076923076923077,
0.3... |
[
[
0,
0,
120.48192596435547,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
240.96385192871094,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
120.48192596435547,
0,
0,
0,
361.4457702636719,
0,
0,
0,
0,
... | train | aaaaddgd-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaddgd-1 | [
"EPAS1",
"VIM",
"SPARCL1",
"CA4",
"COL1A2",
"COL3A1",
"PECAM1",
"COL1A1",
"ICAM1",
"HIST1H1C",
"HERPUD1",
"ATF4",
"ZEB1",
"IDH1",
"CTNNB1",
"STAT1",
"FN1",
"FCN3",
"ERLEC1",
"DCN",
"HLA-DQA1",
"ITGB1",
"LYZ",
"LUM",
"NHSL2",
"PDGFRA",
"PDIA3",
"PDIA6",
"PIM2",... | [
8,
7,
3,
6,
193,
603,
530,
68,
135,
136,
431,
134,
275,
260,
254,
46,
621,
276,
151,
542,
225,
217,
197,
169,
261,
306,
357,
353,
401,
424,
426,
428,
437,
454,
468,
507,
519,
526,
531,
551,
618,
336,
92,
294,
61,
14
] | [
[
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
[
1,
0... | gCap | THD0011 | [
1,
0.82,
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,
0.1,... |
[
[
0,
0,
110.8033218383789,
0,
0,
193.9058074951172,
0,
27.700830459594727,
0,
0,
0,
0,
0,
0,
83.10249328613281,
55.40166091918945,
83.10249328613281,
0,
0,
0,
0,
0,
0,
27.700830459594727,
0,
0,
0,
0,
... | train | aaaadmek-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadmek-1 | [
"VIM",
"LYZ",
"MARCO",
"FCER1G",
"HMOX1",
"IDH1",
"MRC1",
"RNASE1",
"HLA-DRA",
"MS4A7",
"CD68",
"CD44",
"AIF1",
"PLIN2",
"PKM",
"RHOA",
"PTPRC",
"HSPA5",
"XBP1",
"PDIA4",
"FCGR3A",
"S100A9",
"ACTA2",
"EPAS1",
"TGFB1",
"CCL18",
"IL7R",
"ITGB1",
"ATG7",
"ICAM1... | [
8,
7,
3,
6,
603,
357,
362,
211,
266,
276,
379,
469,
263,
383,
102,
100,
23,
442,
438,
468,
456,
272,
619,
427,
214,
481,
14,
193,
556,
71,
294,
306,
48,
275,
46,
258,
480,
280,
541,
147,
253,
526,
80,
490,
72,
400,
411,
66... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SPP1+ Macrophages | THD0011 | [
1,
0.94375,
0.8875,
0.83125,
0.775,
0.71875,
0.6625,
0.60625,
0.60625,
0.55,
0.49375,
0.4375,
0.4375,
0.4375,
0.38125,
0.38125,
0.325,
0.325,
0.325,
0.26875000000000004,
0.26875000000000004,
0.26875000000000004,
0.26875000000000004,
0.26875000000000004,
0.212500000000... |
[
[
0,
0,
55.55555725097656,
0,
0,
0,
0,
55.55555725097656,
0,
0,
0,
0,
0,
0,
55.55555725097656,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadmba-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadmba-1 | [
"PGC",
"SFTPD",
"SFTPC",
"DMBT1",
"NAPSA",
"LAMP3",
"HYOU1",
"NKX2-1",
"SFTA2",
"CD44",
"PDIA3",
"PDIA4",
"MGST1",
"XBP1",
"DUOX1",
"YAP1",
"EPCAM",
"RHOA",
"HIST1H1C",
"KRT8",
"HIF1A",
"MYDGF",
"PDIA6",
"SOD2",
"NUCB2",
"ITGB1",
"HSPA5",
"ERLEC1",
"KRT18",
... | [
8,
7,
3,
6,
433,
507,
506,
177,
394,
332,
273,
404,
504,
100,
426,
427,
369,
619,
180,
620,
194,
468,
260,
328,
258,
390,
428,
526,
408,
306,
272,
197,
324,
409,
450,
117,
247,
144,
262,
225,
120,
490,
113,
224,
469,
263,
27... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9099999999999999,
0.82,
0.73,
0.64,
0.5499999999999999,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.37,
0.37,
0.28,
0.28,
0.28,
0.28,
0.28,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0... |
[
[
0,
0,
0,
0,
0,
111.11111450195312,
0,
0,
0,
0,
0,
0,
0,
111.11111450195312,
111.11111450195312,
0,
0,
0,
0,
111.11111450195312,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadmbn-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadmbn-1 | [
"FN1",
"VIM",
"COL1A2",
"LUM",
"CD44",
"PTGDS",
"HIST1H1C",
"CST3",
"FGF7",
"SPARCL1",
"LYZ",
"GSR",
"PDIA3",
"PLPP5",
"HLA-DQA1",
"AIF1",
"NHSL2",
"MARCO",
"SPP1",
"SPCS3",
"MYDGF",
"KLRB1",
"SELENOS",
"PLIN2",
"EGFR",
"GPR183",
"SNAI2",
"ITGAV",
"PKM",
"CD... | [
8,
7,
3,
6,
225,
603,
135,
353,
100,
454,
260,
147,
221,
530,
357,
247,
426,
444,
261,
23,
401,
362,
536,
532,
390,
316,
494,
442,
182,
242,
523,
304,
438,
102,
263,
211,
231,
136,
45,
46,
276,
424,
420,
52,
134,
468
] | [
[
0,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
[
1,
0... | Fibroblasts | THD0011 | [
1,
0.85,
0.7,
0.7,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
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,
204.08163452148438,
0,
0,
0,
0,
204.08163452148438,
0,
0,
0,
0,
0,
0,
306.1224365234375,
0,
102.04081726074219,
0,
0,
102.04081726074219,
102.04081726074219,
0,
0,
0,
0,
0,
102.04081726074219,
0,
... | train | aaaadmbk-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadmbk-1 | [
"VIM",
"LUM",
"EPAS1",
"FN1",
"PECAM1",
"COL1A1",
"COL1A2",
"CA4",
"DCN",
"ATF4",
"CD34",
"IRF1",
"YAP1",
"PLIN2",
"CST3",
"SPARCL1",
"AKR1C1",
"COL3A1",
"ACTA2",
"KRT18",
"DMBT1",
"HLA-DQA1",
"HSPA5",
"CRELD2",
"ITGA3",
"ITGB6",
"IL7R",
"MANF",
"XBP1",
"WWT... | [
8,
7,
3,
6,
603,
353,
193,
225,
431,
134,
135,
68,
169,
46,
92,
296,
620,
442,
147,
530,
26,
136,
14,
324,
177,
261,
272,
144,
301,
308,
294,
360,
619,
618,
597,
590,
526,
516,
328,
507,
426,
425,
424,
401,
379,
100,
428,
... | [
[
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,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.85,
0.85,
0.7,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
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,
384.61541748046875,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
76.92308044433594,
0,
0,
0,
0,
153.84616088867188,
0,
0,
0,
0,
0,
0,
76.92308044433594,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadpia-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadpia-1 | [
"VIM",
"FN1",
"EPAS1",
"ACTA2",
"CSPG4",
"TPSAB1",
"RHOA",
"PDGFRA",
"COL1A2",
"PDGFRB",
"SPARCL1",
"DCN",
"ITGB1",
"SPCS3",
"MAL",
"CD69",
"HERPUD1",
"COL1A1",
"COL3A1",
"CPA3",
"HES1",
"CST3",
"CD44",
"AXL",
"HIST1H1C",
"PDIA3",
"LUM",
"CD4",
"PKM",
"CD34"... | [
8,
7,
3,
6,
603,
225,
193,
14,
146,
584,
468,
424,
135,
425,
530,
169,
306,
532,
358,
103,
254,
134,
136,
142,
255,
147,
100,
52,
260,
426,
353,
97,
438,
92,
89,
514,
602,
116,
531,
231,
144,
408,
409,
221,
312,
454,
197,
... | [
[
0,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Alveolar FBs | THD0011 | [
1,
0.85,
0.7,
0.7,
0.7,
0.7,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
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,
0,
347.8260803222656,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
86.9565200805664,
86.9565200805664,
0,
0,
0,
0,
0,
0,
0,
0,
86.9565200805664,
0,
0,
173.9130401611328,
0,
0,
0,
0,
0,
0,
0,... | train | aaaadden-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadden-1 | [
"VIM",
"FN1",
"ITGB1",
"CD44",
"LUM",
"ACTA2",
"COL3A1",
"COL1A2",
"PTGDS",
"LYZ",
"PDGFRB",
"BMPR2",
"EPAS1",
"STAT6",
"IDH1",
"SOX4",
"HERPUD1",
"SPARCL1",
"RHOA",
"SPP1",
"PDGFRA",
"CCN2",
"HLA-DRA",
"SPRY2",
"SOD2",
"HEY1",
"PECAM1",
"SMAD4",
"DNAJB9",
"... | [
8,
7,
3,
6,
603,
225,
306,
100,
353,
14,
136,
135,
454,
357,
425,
61,
193,
544,
276,
528,
254,
530,
468,
536,
424,
76,
263,
537,
526,
257,
431,
519,
178,
211,
507,
134,
202,
427,
142,
480,
146,
147,
426,
169,
456,
110,
481,
... | [
[
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,... | Lipofibroblasts | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0... |
[
[
0,
0,
277.77777099609375,
0,
0,
92.59259033203125,
0,
0,
0,
0,
0,
0,
0,
0,
92.59259033203125,
0,
185.1851806640625,
0,
0,
0,
0,
92.59259033203125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadmdb-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadmdb-1 | [
"VIM",
"HLA-DRA",
"CD68",
"FCER1G",
"GPR183",
"SOD2",
"SPP1",
"CD44",
"IDH1",
"ACTA2",
"LUM",
"CST3",
"HERPUD1",
"LYZ",
"RNASE1",
"STAT1",
"RHOA",
"ITGB1",
"ATG7",
"MS4A7",
"HLA-DQA1",
"CD14",
"PKM",
"HIF1A",
"HIST1H1C",
"SPCS3",
"DCN",
"CD4",
"HAVCR2",
"PDI... | [
8,
7,
3,
6,
603,
263,
102,
211,
242,
526,
536,
100,
276,
14,
353,
147,
254,
357,
469,
542,
468,
306,
48,
383,
261,
80,
438,
258,
260,
532,
169,
97,
253,
428,
448,
517,
379,
494,
134,
135,
225,
527,
109,
191,
266,
46,
296,
... | [
[
0,
1,
0,
0,
0,
1,
0,
1,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Macrophages | THD0011 | [
1,
0.82,
0.64,
0.64,
0.64,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
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,
0,
49.50495147705078,
0,
0,
0,
0,
99.00990295410156,
0,
0,
0,
0,
0,
0,
247.52474975585938,
0,
49.50495147705078,
0,
0,
49.50495147705078,
0,
0,
0,
0,
0,
0,
0,
0,
49.50495147705078,
0,
0,
... | train | aaaadmcn-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadmcn-1 | [
"VIM",
"HLA-DRA",
"HMOX1",
"MRC1",
"GPR183",
"ITGB1",
"PDIA3",
"FCER1G",
"LYZ",
"HIF1A",
"PKM",
"PLIN2",
"IDH1",
"ATF4",
"LUM",
"CD44",
"HSPA5",
"MS4A7",
"CD14",
"ITGAV",
"HIST1H1C",
"RHOA",
"SOD2",
"HYOU1",
"CD68",
"CTNNB1",
"PDIA6",
"AKR1C1",
"ITGAM",
"NUC... | [
8,
7,
3,
6,
603,
263,
266,
379,
242,
306,
426,
211,
357,
258,
438,
442,
276,
46,
353,
100,
272,
383,
80,
304,
260,
468,
526,
273,
102,
151,
428,
26,
303,
408,
456,
427,
431,
214,
193,
420,
217,
454,
253,
176,
472,
163,
247,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
1,
1,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Macrophages | THD0011 | [
1,
0.9099999999999999,
0.82,
0.73,
0.64,
0.64,
0.64,
0.5499999999999999,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.37,
0.37,
0.37,
0.28,
0.28,
0.28,
0.28,
0.28,
0.19,
0.19,
0.19,
0... |
[
[
0,
0,
0,
85.47008514404297,
85.47008514404297,
0,
0,
0,
0,
85.47008514404297,
0,
0,
0,
85.47008514404297,
85.47008514404297,
0,
0,
0,
170.94017028808594,
0,
0,
0,
0,
256.4102478027344,
0,
0,
85.470085144042... | train | aaaadmda-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadmda-1 | [
"SFTPD",
"ICAM1",
"XBP1",
"PDIA3",
"PGC",
"SFTA2",
"ITGB1",
"NAPSA",
"RNASE1",
"CEACAM6",
"BCL2L1",
"KRT8",
"NKX2-1",
"VIM",
"VEGFA",
"CST3",
"YAP1",
"RHOA",
"HIST1H1C",
"AXIN2",
"CD44",
"COL4A3",
"KRT18",
"SOD2",
"FN1",
"SMAD4",
"MANF",
"CEACAM5",
"GLP1R",
... | [
8,
7,
3,
6,
507,
275,
619,
426,
433,
504,
306,
394,
469,
117,
58,
328,
404,
603,
602,
147,
620,
468,
260,
51,
100,
137,
324,
526,
225,
519,
360,
116,
237,
231,
556,
353,
266,
369,
541,
272,
76,
193,
46,
45,
473,
178,
31,
4... | [
[
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,... | AT1 | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.6142857142857143,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.... |
[
[
0,
0,
264.9006652832031,
264.9006652832031,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
198.67550659179688,
0,
66.22516632080078,
66.22516632080078,
66.22516632080078,
66.22516632080078,
66.22516632080078,
66.22516632080078,
0,
66.2... | train | aaaadmeb-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadmeb-1 | [
"ICAM1",
"FN1",
"KRT18",
"KRT8",
"XBP1",
"NAPSA",
"DUOX1",
"SFTPC",
"SFTPD",
"HYOU1",
"ITGB1",
"AGER",
"ACTA2",
"EPCAM",
"ATF4",
"MGST1",
"CEACAM6",
"SFTA2",
"COL4A3",
"ERLEC1",
"HMGA1",
"NUTF2",
"LYZ",
"NUCB2",
"RNASE1",
"RHOA",
"ITGAV",
"EGFR",
"PDIA3",
"P... | [
8,
7,
3,
6,
275,
225,
324,
328,
619,
394,
180,
506,
507,
273,
306,
21,
14,
194,
46,
369,
117,
504,
137,
197,
264,
409,
357,
408,
469,
468,
304,
182,
426,
438,
151,
530,
528,
260,
254,
100,
404,
515,
120,
247,
234,
400,
231,
... | [
[
0,
1,
1,
1,
1,
1,
1,
0,
1,
1,
1,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT1 | THD0011 | [
1,
0.85,
0.85,
0.85,
0.7,
0.7,
0.7,
0.7,
0.7,
0.7,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
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,
0,
128.2051239013672,
0,
0,
256.4102478027344,
0,
0,
0,
128.2051239013672,
0,
0,
0,
0,
0,
0,
0,
0,
0,
128.2051239013672,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
128.2051239013672,
... | train | aaaadmel-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadmel-1 | [
"VIM",
"MRC1",
"IDH1",
"HLA-DRA",
"FN1",
"RHOA",
"FCER1G",
"RNASE1",
"MS4A7",
"AIF1",
"CD44",
"CD68",
"IFIT3",
"IFIT1",
"NUCB2",
"CCL18",
"COL3A1",
"SPCS2",
"S100A9",
"FCGBP",
"HERPUD1",
"HAVCR2",
"MAL",
"GPR183",
"HLA-DQA1",
"CXCR4",
"TREM2",
"ITGB1",
"ACTA2"... | [
8,
7,
3,
6,
603,
379,
276,
263,
225,
468,
211,
469,
383,
23,
100,
102,
280,
278,
408,
71,
136,
531,
481,
212,
254,
253,
358,
242,
261,
163,
586,
306,
14,
305,
304,
431,
31,
410,
448,
456,
426,
275,
328,
52
] | [
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
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,
0.7,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0... |
[
[
0,
0,
129.87013244628906,
0,
0,
259.7402648925781,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
389.61041259765625,
0,
0,
0,
0,
0,
0,
259.7402648925781,
0,
0,
0,
0,
0,
0,
129.870132446... | train | aaaadphd-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadphd-1 | [
"VIM",
"COL3A1",
"HIST1H1C",
"LUM",
"PDGFRB",
"SPARCL1",
"WWTR1",
"RTKN2",
"AXL",
"EPAS1",
"CSPG4",
"COL1A2",
"FN1",
"BMPR2",
"PKM",
"AIF1",
"CD68",
"HIF1A",
"HERPUD1",
"SPCS2",
"MEG3",
"GSR",
"SNAI2",
"SMAD4",
"NUCB2",
"NUTF2",
"CST3",
"ERLEC1",
"ACTA2",
"P... | [
8,
7,
3,
6,
603,
136,
260,
353,
425,
530,
618,
473,
52,
193,
146,
135,
225,
61,
438,
23,
102,
258,
254,
531,
366,
247,
523,
519,
408,
409,
147,
197,
14,
426,
76,
72,
306,
266,
580,
276
] | [
[
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
],
[
1,
0,
0,
1,
0,
0,
0,
0... | SMCs | THD0011 | [
1,
0.82,
0.82,
0.82,
0.64,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
128.2051239013672,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
128.2051239013672,
0,
128.2051239013672,
0,
0,
0,
128.2051239013672,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0... | train | aaaadpic-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadpic-1 | [
"EPAS1",
"HERPUD1",
"FN1",
"VIM",
"PKM",
"CD34",
"CD44",
"HIST1H1C",
"COL1A2",
"COL3A1",
"LUM",
"RHOA",
"PDIA3",
"PECAM1",
"PDIA4",
"HIF1A",
"HEY1",
"PGC",
"CD2",
"EHMT1",
"MYC",
"SFRP4",
"NAPSA",
"NFKB1",
"NHSL2",
"FCN3",
"NUCB2",
"PTGDS",
"PDGFRB",
"CST3",... | [
8,
7,
3,
6,
193,
254,
225,
603,
438,
92,
100,
260,
135,
136,
353,
468,
426,
431,
427,
258,
257,
433,
85,
184,
389,
503,
394,
400,
401,
217,
408,
454,
425,
147,
469,
134,
309,
594,
619,
14,
306,
275,
52,
328,
45,
332,
620,
... | [
[
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
... | gCap | THD0011 | [
1,
0.82,
0.64,
0.64,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
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,
252.10084533691406,
0,
0,
0,
0,
84.03361511230469,
0,
0,
0,
0,
0,
0,
252.10084533691406,
0,
0,
0,
0,
84.03361511230469,
84.03361511230469,
84.03361511230469,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | train | aaaadpif-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadpif-1 | [
"FN1",
"EPCAM",
"XBP1",
"HIST1H1C",
"ITGB1",
"HERPUD1",
"LUM",
"KRT18",
"VIM",
"FGF7",
"CCN2",
"CEACAM6",
"COL1A2",
"ATF4",
"SPCS3",
"ACTA2",
"PCNA",
"PTGDS",
"PDIA4",
"PPARG",
"WFDC2",
"KRT8",
"EPAS1",
"RHOA",
"CTNNB1",
"YAP1",
"SPCS2",
"OAS3",
"SOX9",
"EHM... | [
8,
7,
3,
6,
225,
194,
619,
260,
306,
254,
353,
324,
603,
221,
76,
117,
135,
46,
532,
14,
420,
454,
427,
448,
610,
328,
193,
468,
151,
620,
531,
411,
529,
184,
426,
526,
100,
369,
438,
371,
516,
507,
425,
389,
390,
394,
177,
... | [
[
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,... | Alveolar FBs | THD0011 | [
1,
0.85,
0.7,
0.7,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.25,
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,
0,
0,
0,
0,
0,
0,
114.9425277709961,
0,
114.9425277709961,
0,
0,
0,
0,
344.82757568359375,
0,
0,
0,
114.9425277709961,
114.9425277709961,
0,
0,
0,
0,
0,
114.9425277709961,
0,
0,
0,
0,
0,
... | train | aaaadmdm-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadmdm-1 | [
"NKX2-1",
"SFTPC",
"SFTPD",
"DMBT1",
"LAMP3",
"DUOX1",
"CD44",
"NAPSA",
"ATF4",
"VIM",
"YAP1",
"SCGB3A2",
"CTNNB1",
"EPCAM",
"ITGB1",
"HLA-DRA",
"S100A8",
"HSPA5",
"CCN2",
"SSR3",
"PGC",
"MYDGF",
"SPCS3",
"CHAC1",
"NUCB2",
"FN1",
"MGST1",
"SOD2",
"GSR",
"SFT... | [
8,
7,
3,
6,
404,
506,
507,
177,
332,
180,
100,
394,
46,
603,
620,
489,
151,
194,
306,
263,
480,
272,
76,
541,
433,
390,
532,
122,
408,
225,
369,
526,
247,
504,
537,
275,
276,
51,
234,
52,
308,
31,
426,
602,
197,
60,
301,
4... | [
[
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,
0,
0,
0,
0,
0
... | AT2 | 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,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
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,
340.9090881347656,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
227.27272033691406,
0,
0,
0,
0,
227.27272033691406,
0,
113.63636016845703,
0,
0,
0,
0,
113.63636016845703,
0,
0,
0,
0,
0,
0,... | train | aaaadphj-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadphj-1 | [
"VIM",
"COL3A1",
"ITGB1",
"SPARCL1",
"FN1",
"PDGFRB",
"ACTA2",
"DCN",
"STAT1",
"ZEB1",
"COL1A2",
"CSPG4",
"RHOA",
"EPAS1",
"PDIA3",
"AXL",
"ATF4",
"WWTR1",
"MEG3",
"SPCS3",
"ITGAV",
"LEF1",
"HMGA1",
"CST3",
"LUM",
"HIST1H1C",
"PTGDS",
"HERPUD1",
"PPARG",
"PK... | [
8,
7,
3,
6,
603,
136,
306,
530,
225,
425,
14,
169,
542,
621,
135,
146,
468,
193,
426,
52,
46,
618,
366,
532,
304,
335,
264,
147,
353,
260,
454,
254,
448,
438,
184,
431,
191,
427,
221,
409,
197,
410,
544,
456,
61,
76,
580,
... | [
[
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,... | Fibroblasts | THD0011 | [
1,
0.82,
0.82,
0.64,
0.64,
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,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1... |
[
[
0,
0,
227.27272033691406,
0,
0,
0,
0,
227.27272033691406,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
113.63636016845703,
0,
0,
0,
... | train | aaaaddep-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaddep-1 | [
"EPAS1",
"ITGB1",
"VIM",
"SFTPD",
"LYZ",
"XBP1",
"HLA-DRA",
"PDGFRB",
"RHOA",
"CEACAM6",
"SMAD4",
"CD44",
"IL7R",
"ACTA2",
"AKR1C1",
"VEGFA",
"HIF1A",
"MEG3",
"HES1",
"CD34",
"HERPUD1",
"SOD2",
"CD4",
"CEACAM5",
"GCLM",
"NAPSA",
"COL1A2",
"FN1",
"NKX2-1",
"C... | [
8,
7,
3,
6,
193,
306,
603,
507,
357,
619,
263,
425,
468,
117,
519,
100,
294,
14,
26,
602,
258,
366,
255,
92,
254,
526,
97,
116,
231,
394,
135,
225,
404,
146,
147,
217,
151,
469,
618,
466,
169,
170,
424,
426,
182,
438,
428,
... | [
[
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SMCs | THD0011 | [
1,
1,
1,
0.775,
0.775,
0.55,
0.55,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
62.89308166503906,
0,
0,
314.46539306640625,
0,
62.89308166503906,
0,
0,
0,
0,
0,
62.89308166503906,
62.89308166503906,
0,
0,
0,
62.89308166503906,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadoig-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadoig-1 | [
"VIM",
"MRC1",
"LYZ",
"IDH1",
"HLA-DRA",
"MS4A7",
"FCER1G",
"AIF1",
"CD44",
"PDIA3",
"PDIA4",
"GPR183",
"CCL18",
"CD68",
"CD14",
"RHOA",
"HMOX1",
"RNASE1",
"CCL2",
"LUM",
"PDIA6",
"PKM",
"CD4",
"EREG",
"DMBT1",
"CST3",
"FN1",
"SPARCL1",
"TOP1",
"RAMP2",
"P... | [
8,
7,
3,
6,
603,
379,
357,
276,
263,
383,
211,
23,
100,
426,
427,
242,
71,
102,
80,
468,
266,
469,
72,
353,
428,
438,
97,
196,
177,
147,
225,
530,
580,
459,
431,
346,
523,
46,
45,
513,
506,
126,
494,
394,
480,
306,
328,
15... | [
[
0,
1,
1,
1,
1,
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,... | Macrophages | THD0011 | [
1,
0.8875,
0.775,
0.775,
0.775,
0.775,
0.6625,
0.55,
0.4375,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.... |
[
[
0,
0,
75.75757598876953,
0,
0,
0,
0,
75.75757598876953,
0,
0,
0,
0,
0,
0,
227.27273559570312,
0,
75.75757598876953,
0,
75.75757598876953,
0,
75.75757598876953,
75.75757598876953,
0,
0,
0,
0,
0,
0,
0... | train | aaaadoie-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadoie-1 | [
"PGC",
"SFTPC",
"SFTPD",
"HIST1H1C",
"KRT18",
"NAPSA",
"NKX2-1",
"PDIA3",
"VIM",
"CD44",
"SEC11C",
"NUCB2",
"RHOA",
"ATF4",
"EPAS1",
"XBP1",
"ITGB1",
"SCGB3A2",
"MGST1",
"HYOU1",
"EGFR",
"FN1",
"LAMP3",
"KRT8",
"MANF",
"CTNNB1",
"RNASE1",
"S100A9",
"HERPUD1",
... | [
8,
7,
3,
6,
433,
506,
507,
260,
324,
394,
404,
426,
603,
100,
490,
408,
468,
46,
193,
619,
306,
489,
369,
273,
182,
225,
332,
328,
360,
151,
469,
481,
254,
450,
428,
526,
524,
247,
384,
427,
424,
438,
147,
454,
488,
180,
134... | [
[
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,... | Proliferating Epithelial | THD0011 | [
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,
0.3571428571428572,
0.3571428571428572,
... |
[
[
0,
0,
76.92308044433594,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
76.92308044433594,
0,
0,
0,
0,
0,
0,
0,
76.92308044433594,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
153... | train | aaaadone-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadone-1 | [
"LUM",
"SOD2",
"VIM",
"COL3A1",
"FN1",
"COL1A2",
"ICAM1",
"DCN",
"HSPA5",
"PDGFRB",
"COL1A1",
"ITGB1",
"PDGFRA",
"PTGDS",
"FAS",
"RHOA",
"PDIA3",
"SNAI2",
"PLIN2",
"CCN2",
"PKM",
"SNCA",
"HERPUD1",
"IRF1",
"CST3",
"SPARCL1",
"SOX9",
"HAS2",
"EHMT1",
"YAP1",
... | [
8,
7,
3,
6,
353,
526,
603,
136,
225,
135,
275,
169,
272,
425,
134,
306,
424,
454,
206,
468,
426,
523,
442,
76,
438,
524,
254,
296,
147,
530,
529,
252,
184,
620,
97,
100,
219,
247,
45,
55,
483,
224,
469,
537,
490,
173,
193,
... | [
[
0,
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,
0,... | Fibroblasts | 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,
0.3571428571428572,
0.2285714285714286,
... |
[
[
0,
0,
95.23809814453125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
285.71429443359375,
0,
0,
0,
95.23809814453125,
95.23809814453125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadmmc-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadmmc-1 | [
"VIM",
"FN1",
"ITGB1",
"EPAS1",
"PDGFRB",
"COL1A2",
"COL3A1",
"DCN",
"COL1A1",
"LUM",
"HIF1A",
"ATF4",
"CST3",
"HERPUD1",
"PGC",
"MEG3",
"NAPSA",
"SMAD4",
"LGALS1",
"CCN2",
"MAL",
"STAT6",
"SSR3",
"GSR",
"CD4",
"FKBP11",
"SPCS2",
"SPARCL1",
"SNCA",
"HSPA5",
... | [
8,
7,
3,
6,
603,
225,
306,
193,
425,
135,
136,
169,
134,
353,
258,
46,
147,
254,
433,
366,
394,
519,
336,
76,
358,
544,
541,
247,
97,
224,
531,
530,
524,
272,
260,
92,
504,
427,
431,
597,
146,
171,
51,
52,
424,
324,
448,
1... | [
[
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,... | Fibroblasts | THD0011 | [
1,
0.8714285714285716,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
... |
[
[
0,
0,
0,
194.80520629882812,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
129.87013244628906,
0,
0,
0,
129.87013244628906,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadigf-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadigf-1 | [
"VIM",
"COL1A2",
"FN1",
"ITGB1",
"HIST1H1C",
"LUM",
"CCN2",
"PTGDS",
"COL3A1",
"CD44",
"COL1A1",
"CEACAM6",
"SOD2",
"AGER",
"PDGFRA",
"HSPA5",
"RTKN2",
"RHOA",
"SFTPD",
"EPCAM",
"DCN",
"MYC",
"ATF4",
"AXIN2",
"HIF1A",
"HMOX1",
"RNASE1",
"CTLA4",
"CST3",
"GSR... | [
8,
7,
3,
6,
603,
135,
225,
306,
260,
353,
76,
454,
136,
100,
134,
117,
526,
21,
424,
272,
473,
468,
507,
194,
169,
389,
46,
51,
258,
266,
469,
150,
147,
247,
336,
490,
620,
116,
328,
304,
369,
273,
254,
180,
182,
184,
438,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Fibroblasts | THD0011 | [
1,
0.9,
0.8,
0.7000000000000001,
0.6,
0.6,
0.5,
0.4,
0.4,
0.4,
0.4,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
95.23809814453125,
0,
0,
0,
0,
0,
0,
0,
0,
95.23809814453125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
285.71429443359375,... | train | aaaadhec-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadhec-1 | [
"FN1",
"SFTPC",
"COL3A1",
"CD44",
"CCN2",
"EPAS1",
"VIM",
"VEGFA",
"MGST1",
"PTGDS",
"SFTPD",
"COL1A2",
"DUOX1",
"NAPSA",
"HERPUD1",
"SPARCL1",
"LMAN1",
"IDH1",
"HIF1A",
"ITGB1",
"KRT18",
"KRT5",
"SFTA2",
"LAMP3",
"COL1A1",
"CST3",
"RHOA",
"CTNNB1",
"ITGB6",
... | [
8,
7,
3,
6,
225,
506,
136,
100,
76,
193,
603,
602,
369,
454,
507,
135,
180,
394,
254,
530,
346,
276,
258,
306,
324,
325,
504,
332,
134,
147,
468,
151,
308,
169,
442,
177,
353,
433,
431,
264,
426,
92,
404,
217,
263,
260,
255,... | [
[
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
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,
0.82,
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,
0.1,
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,
108.6956558227539,
0,
0,
0,
0,
108.6956558227539,
0,
0,
0,
0,
0,
0,
108.6956558227539,
0,
0,
0,
543.478271484375,
217.391311645507... | train | aaaadlij-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadlij-1 | [
"VIM",
"HMOX1",
"MARCO",
"PDIA3",
"HLA-DRA",
"CCL18",
"PDIA4",
"IDH1",
"HSPA5",
"CD68",
"RHOA",
"FCER1G",
"MS4A7",
"CCL2",
"MRC1",
"STAT6",
"HEY1",
"MEG3",
"HERPUD1",
"HAVCR2",
"PGC",
"ITGB6",
"GCLM",
"LUM",
"SFTPD",
"SFTPC",
"S100A9",
"FCER1A",
"ERLEC1",
"P... | [
8,
7,
3,
6,
603,
266,
362,
426,
263,
71,
427,
276,
272,
102,
468,
211,
383,
72,
379,
544,
257,
366,
254,
253,
433,
308,
231,
353,
507,
506,
481,
210,
197,
424,
163,
442,
428,
431,
242,
513,
176,
55,
264,
66,
48,
602
] | [
[
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
],
[
1,
0... | SPP1+ Macrophages | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.6142857142857143,
0.6142857142857143,
0.6142857142857143,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.... |
[
[
0,
0,
65.3594741821289,
0,
0,
65.3594741821289,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
65.3594741821289,
0,
0,
0,
0,
65.3594741821289,
0,
0,
0,
130.7189483642578,
0,
0,
0,
0,
0,
... | train | aaaadihb-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadihb-1 | [
"VIM",
"HLA-DRA",
"LYZ",
"HERPUD1",
"HIF1A",
"XBP1",
"FCER1G",
"RNASE1",
"ITGB1",
"EPAS1",
"PKM",
"IDH1",
"GPR183",
"ITGAV",
"LUM",
"HSPA5",
"SPCS3",
"CD14",
"CD44",
"MRC1",
"MS4A7",
"RTKN2",
"PECAM1",
"HLA-DQA1",
"C1QC",
"PDIA3",
"ITGAX",
"CEACAM6",
"CD68",
... | [
8,
7,
3,
6,
603,
263,
357,
254,
258,
619,
211,
469,
306,
193,
438,
276,
242,
304,
353,
272,
532,
80,
100,
379,
383,
473,
431,
261,
66,
426,
305,
117,
102,
369,
253,
114,
514,
602,
247,
504,
328,
490,
135,
136,
400,
225,
468,... | [
[
0,
1,
1,
0,
1,
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,
0,
0,
0,
0,
0,... | Macrophages | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.6142857142857143,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
... |
[
[
0,
81.96721649169922,
81.96721649169922,
0,
0,
0,
0,
0,
0,
81.96721649169922,
0,
0,
0,
0,
491.80328369140625,
0,
0,
0,
0,
0,
81.96721649169922,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadlin-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadlin-1 | [
"SFTPC",
"SFTPD",
"DMBT1",
"NAPSA",
"ICAM1",
"ATF4",
"LAMP3",
"MGST1",
"NKX2-1",
"CD44",
"SOD2",
"VIM",
"CTNNB1",
"PGC",
"CCL2",
"YAP1",
"DNAJB9",
"XBP1",
"DUOX1",
"EPAS1",
"KRT8",
"WFDC2",
"NFKB1",
"HERPUD1",
"HIF1A",
"LUM",
"CD68",
"SOX2",
"MYC",
"FKBP11",... | [
8,
7,
3,
6,
506,
507,
177,
394,
275,
46,
332,
369,
404,
100,
526,
603,
151,
433,
72,
620,
178,
619,
180,
193,
328,
610,
400,
254,
258,
353,
102,
527,
389,
224,
352,
144,
408,
469,
468,
409,
306,
426,
442,
494,
542,
431,
263,... | [
[
0,
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,
0,
0,... | AT2 | THD0011 | [
1,
0.8714285714285716,
0.8714285714285716,
0.7428571428571429,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.... |
[
[
0,
0,
0,
0,
0,
0,
0,
94.3396224975586,
0,
0,
0,
0,
0,
94.3396224975586,
0,
0,
0,
94.3396224975586,
188.6792449951172,
0,
0,
0,
0,
94.3396224975586,
0,
0,
0,
0,
0,
0,
0,
0,
94.3396224... | train | aaaadlja-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadlja-1 | [
"HMOX1",
"VIM",
"FCER1G",
"SPP1",
"LYZ",
"KRT8",
"CD44",
"HIF1A",
"MARCO",
"CTNNB1",
"TOP1",
"HLA-DRA",
"PLIN2",
"HIST1H1C",
"SOD2",
"AXIN2",
"ITGAX",
"CSPG4",
"XBP1",
"MS4A7",
"KRT18",
"STAT6",
"CD19",
"CD1C",
"HMGA1",
"SCGB3A2",
"MYDGF",
"SLC7A11",
"MRC1",
... | [
8,
7,
3,
6,
266,
603,
211,
536,
357,
328,
100,
258,
362,
151,
580,
263,
442,
260,
526,
51,
305,
146,
619,
383,
324,
544,
82,
84,
264,
489,
390,
517,
379,
222,
191,
513,
514,
401,
551,
237,
294,
276,
317,
309,
427,
613,
26,
... | [
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SPP1+ Macrophages | THD0011 | [
1,
0.82,
0.64,
0.64,
0.64,
0.64,
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... |
[
[
0,
0,
0,
200,
0,
100,
0,
0,
0,
100,
0,
0,
0,
0,
200,
0,
200,
0,
0,
100,
0,
0,
0,
0,
0,
0,
100,
0,
0,
0,
0,
0,
100,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadljm-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadljm-1 | [
"HERPUD1",
"EPAS1",
"KRT8",
"PECAM1",
"SPARCL1",
"CD44",
"DMBT1",
"HIF1A",
"SCGB3A2",
"NKX2-1",
"ATG7",
"ATF4",
"FN1",
"FCN3",
"CD4",
"AGER",
"PKM",
"ITGB1",
"CEACAM5",
"PDIA6",
"CD3D",
"HLA-DQB1",
"SOD2",
"HIST1H1C",
"CD86",
"HEY1",
"SPCS3",
"CEACAM6",
"SEC11... | [
8,
7,
3,
6,
254,
193,
328,
431,
530,
100,
177,
258,
489,
404,
48,
46,
225,
217,
97,
21,
438,
306,
116,
428,
94,
262,
526,
260,
109,
257,
532,
117,
490,
250,
507,
506,
384,
89,
146,
147,
151,
473,
219,
445,
211,
442,
196,
3... | [
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Alveolar FBs | THD0011 | [
1,
1,
1,
0.775,
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,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
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,
102.04081726074219,
102.04081726074219,
306.1224365234375,
0,
0,
0,
0,
0,
0,
204.08163452148438,
0,
102.04081726074219,
0,
0,
0,
0,
0,
102.04081726074219,
102.04081726074219,
0,
0,
0,
0,
... | train | aaaadhgo-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadhgo-1 | [
"HMOX1",
"ITGAX",
"VIM",
"MARCO",
"KRT8",
"CD44",
"AKR1C1",
"HLA-DRA",
"PDIA3",
"SLC25A37",
"KRT18",
"ATF4",
"GCLM",
"PTPRC",
"HERPUD1",
"RHOA",
"CD28",
"TCL1A",
"SELENOS",
"SEC11C",
"LPAR2",
"IDH1",
"HYOU1",
"HMGA1",
"HSPA5",
"SSR3",
"MS4A7",
"SPCS3",
"PGC",
... | [
8,
7,
3,
6,
266,
305,
603,
362,
328,
100,
26,
263,
426,
514,
324,
46,
231,
456,
254,
468,
90,
553,
494,
490,
349,
276,
273,
264,
272,
541,
383,
532,
433,
515,
390,
366,
85,
580,
69,
71,
619,
193,
427,
322,
23,
25,
306,
612... | [
[
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SPP1+ Macrophages | THD0011 | [
1,
0.775,
0.55,
0.55,
0.55,
0.55,
0.55,
0.55,
0.55,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
88.49557495117188,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
88.49557495117188,
0,
0,
0,
88.49557495117188,
0,
0,
0,
0,
0,
88.49557495117188,
0,
88.49557495117188,
0,
0,
0,
0,
0,
0,
... | train | aaaadihn-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadihn-1 | [
"FN1",
"VIM",
"COL1A2",
"LUM",
"PTGDS",
"COL3A1",
"PDGFRA",
"CCN2",
"RHOA",
"SOD2",
"COL1A1",
"FGF2",
"SSR3",
"ICAM1",
"PCNA",
"CST3",
"ITGB1",
"YAP1",
"EPAS1",
"SFTPD",
"ATF4",
"PLIN2",
"FGF7",
"FCN3",
"MAL",
"HIF1A",
"CD4",
"SPRY2",
"HLA-DRA",
"ACTA2",
"... | [
8,
7,
3,
6,
225,
603,
135,
353,
454,
136,
424,
76,
468,
526,
134,
220,
541,
275,
420,
147,
306,
620,
193,
507,
46,
442,
221,
217,
358,
258,
97,
537,
263,
14,
531,
530,
529,
438,
301,
146,
516,
328,
51,
206,
457,
336,
59,
4... | [
[
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,... | Alveolar FBs | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.7428571428571429,
0.7428571428571429,
0.6142857142857143,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0... |
[
[
0,
0,
0,
0,
0,
71.94244384765625,
0,
0,
0,
0,
0,
0,
0,
0,
359.71221923828125,
0,
0,
0,
0,
0,
0,
0,
71.94244384765625,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
14... | train | aaaadhik-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadhik-1 | [
"PGC",
"SFTPC",
"NAPSA",
"VIM",
"SFTPD",
"DMBT1",
"ATF4",
"HERPUD1",
"CD44",
"COL1A2",
"XBP1",
"LAMP3",
"SOD2",
"CCN2",
"SFTA2",
"SPCS3",
"KRT18",
"RNASE1",
"YAP1",
"PDIA6",
"ITGB1",
"EPCAM",
"FAS",
"HIST1H1C",
"CTNNB1",
"CSPG4",
"SPRY2",
"DUOX1",
"MARCO",
"... | [
8,
7,
3,
6,
433,
506,
394,
603,
507,
177,
46,
254,
100,
135,
619,
332,
526,
76,
504,
532,
324,
469,
620,
428,
306,
194,
206,
260,
151,
146,
537,
180,
362,
136,
431,
400,
424,
468,
147,
490,
390,
225,
157,
169,
420,
294,
618,... | [
[
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,
0.8875,
0.775,
0.775,
0.775,
0.6625,
0.55,
0.55,
0.4375,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
62.11180114746094,
0,
0,
0,
0,
310.55902099609375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
62.11180114746094,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | train | aaaadihf-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadihf-1 | [
"SFTPC",
"PGC",
"SFTPD",
"DMBT1",
"NAPSA",
"CD44",
"SFTA2",
"ATF4",
"HLA-DRA",
"ITGB1",
"VIM",
"KRT8",
"DUOX1",
"RHOA",
"XBP1",
"FN1",
"LMAN1",
"COL1A1",
"EPCAM",
"DCN",
"CEACAM6",
"HIST1H1C",
"PKM",
"S100A9",
"YAP1",
"EGFR",
"SSR3",
"SCGB3A2",
"NKX2-1",
"GK... | [
8,
7,
3,
6,
506,
433,
507,
177,
394,
100,
504,
46,
263,
306,
603,
328,
180,
468,
619,
225,
346,
134,
194,
169,
117,
260,
438,
481,
620,
182,
541,
489,
404,
234,
469,
97,
258,
473,
515,
523,
390,
532,
530,
193,
332,
353,
197,... | [
[
0,
1,
1,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9099999999999999,
0.82,
0.73,
0.64,
0.5499999999999999,
0.5499999999999999,
0.45999999999999996,
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,
0.19,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
100,
0,
200,
0,
0,
100,
0,
0,
0,
0,
100,
0,
200,
0,
100,
100,
0,
0,
0,
0,
100,
0,
100,
0,
0,
0,
0,
0,
0,
100,
200,
200,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadhoj-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadhoj-1 | [
"KRT8",
"RTKN2",
"IRF1",
"MMP10",
"GSR",
"PTPRC",
"CGA",
"SOD2",
"SOX9",
"CD44",
"STAT1",
"TNFRSF9",
"CCL2",
"CCL18",
"KRT18",
"AGR3",
"ATF4",
"EHMT1",
"HES1",
"SFTA2",
"HIF1A",
"MUC5B",
"HLA-DRA",
"HMGA1",
"CRELD2",
"HSPA5",
"PGC",
"MS4A1",
"CDKN2A",
"AKR1C... | [
8,
7,
3,
6,
328,
473,
296,
372,
247,
456,
121,
526,
529,
100,
542,
577,
72,
71,
324,
22,
46,
184,
255,
504,
258,
388,
263,
264,
144,
272,
433,
380,
115,
26,
111,
373,
614,
618,
522,
494,
489,
371,
216,
214,
221,
211,
222,
... | [
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
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,
0.7,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
308.37005615234375,
44.05286407470703,
44.05286407470703,
0,
0,
0,
44.05286407470703,
44.05286407470703,
0,
88.10572814941406,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadikm-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadikm-1 | [
"SFTPC",
"PGC",
"SFTPD",
"NAPSA",
"DMBT1",
"NKX2-1",
"XBP1",
"CD44",
"ATF4",
"RHOA",
"LAMP3",
"HLA-DRA",
"FN1",
"GSR",
"VIM",
"IDH1",
"KRT18",
"EPAS1",
"EPCAM",
"MYC",
"HERPUD1",
"DUOX1",
"HSPA5",
"YAP1",
"TOP1",
"BCL2L1",
"ERLEC1",
"SFTA2",
"SAA2",
"CTNNB1"... | [
8,
7,
3,
6,
506,
433,
507,
394,
177,
404,
619,
100,
46,
468,
332,
263,
225,
247,
603,
276,
324,
193,
194,
389,
254,
180,
272,
620,
580,
58,
197,
504,
483,
151,
134,
301,
308,
266,
454,
224,
147,
261,
260,
490,
426,
257,
519,... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9181818181818181,
0.9181818181818181,
0.8363636363636363,
0.7545454545454545,
0.7545454545454545,
0.6727272727272727,
0.5909090909090909,
0.5909090909090909,
0.509090909090909,
0.509090909090909,
0.42727272727272725,
0.34545454545454546,
0.26363636363636367,
0.26363636363636367,
0... |
[
[
0,
0,
60.60606002807617,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
121.21212005615234,
0,
0,
0,
0,
0,
60.60606002807617,
0,
0,
60.60606002807617,
0,
0,
60.60606002807617,
0,
0,
0,
0,
0,
0,
... | train | aaaadijb-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadijb-1 | [
"SFTPC",
"SFTPD",
"PGC",
"DMBT1",
"CD44",
"NAPSA",
"ITGB1",
"MGST1",
"DUOX1",
"VIM",
"LAMP3",
"HSPA5",
"HIST1H1C",
"FN1",
"ATF4",
"XBP1",
"HYOU1",
"SFTA2",
"CEACAM6",
"ITGA3",
"RHOA",
"PLIN2",
"CST3",
"SPCS2",
"SPARCL1",
"PTPRC",
"HIF1A",
"HERPUD1",
"EPAS1",
... | [
8,
7,
3,
6,
506,
507,
433,
177,
100,
394,
306,
369,
180,
603,
332,
272,
260,
225,
46,
619,
273,
504,
117,
301,
468,
442,
147,
531,
530,
456,
258,
254,
193,
428,
249,
427,
171,
120,
231,
488,
390,
134,
197,
426,
224,
431,
537... | [
[
0,
1,
1,
1,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9,
0.8,
0.7000000000000001,
0.6,
0.6,
0.6,
0.5,
0.5,
0.4,
0.4,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
67.56756591796875,
0,
0,
0,
67.56756591796875,
0,
0,
0,
0,
67.56756591796875,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadljf-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadljf-1 | [
"RTKN2",
"SFTPD",
"PGC",
"ICAM1",
"CEACAM6",
"ITGB1",
"RHOA",
"VIM",
"NAPSA",
"VEGFA",
"SLC25A4",
"SFTPC",
"LUM",
"CTNNB1",
"HIST1H1C",
"DMBT1",
"KRT18",
"XBP1",
"PDGFRB",
"COL1A2",
"COL4A3",
"IDH1",
"RNASE1",
"PKM",
"HSPA5",
"CD44",
"ITGA3",
"SPARCL1",
"SCGB3... | [
8,
7,
3,
6,
473,
507,
433,
275,
117,
306,
468,
603,
394,
602,
515,
506,
353,
151,
260,
177,
324,
619,
425,
135,
137,
276,
469,
438,
272,
100,
301,
530,
489,
427,
193,
366,
526,
504,
424,
221,
136,
400,
182,
149,
258,
180,
22... | [
[
0,
0,
1,
1,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Interstitial Macrophages | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.7428571428571429,
0.7428571428571429,
0.7428571428571429,
0.6142857142857143,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0... |
[
[
0,
0,
0,
0,
0,
264.9006652832031,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
132.45033264160156,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadike-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadike-1 | [
"VIM",
"FN1",
"LUM",
"COL3A1",
"RHOA",
"HMOX1",
"AIF1",
"COL1A1",
"DCN",
"HIST1H1C",
"SFTPD",
"CEACAM6",
"PDIA4",
"PDGFRB",
"PDIA3",
"EPAS1",
"PKM",
"SFTPC",
"BCL2L1",
"IDH1",
"SFTA2",
"CST3",
"RNASE1",
"YAP1",
"UCHL3",
"SOD2",
"CD44",
"MRC1",
"PGC",
"CD34",... | [
8,
7,
3,
6,
603,
225,
353,
136,
468,
266,
23,
134,
169,
260,
507,
117,
427,
425,
426,
193,
438,
506,
58,
276,
504,
147,
469,
620,
596,
526,
100,
379,
433,
92,
523,
194,
151,
457,
489,
448,
171,
135,
254,
401,
220,
473,
450,
... | [
[
0,
1,
1,
0,
0,
0,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
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,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000... |
[
[
0,
0,
0,
0,
0,
0,
106.38298034667969,
106.38298034667969,
0,
106.38298034667969,
0,
0,
0,
0,
106.38298034667969,
212.76596069335938,
212.76596069335938,
106.38298034667969,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | train | aaaadgje-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadgje-1 | [
"VIM",
"KRT18",
"SPP1",
"IDH1",
"HMOX1",
"MARCO",
"CCL2",
"GCLM",
"ATG7",
"TREM2",
"SOD2",
"ATF6",
"ITGB1",
"SPCS2",
"EREG",
"SPARCL1",
"HES1",
"CD3D",
"HERPUD1",
"CD3G",
"CDH26",
"CDK1",
"CEACAM5",
"HLA-DRA",
"CENPF",
"MFAP5",
"MUC5B",
"KLRC1",
"COL1A1",
"P... | [
8,
7,
3,
6,
603,
324,
536,
276,
266,
362,
72,
231,
48,
586,
526,
47,
306,
531,
196,
530,
255,
94,
254,
96,
113,
114,
116,
263,
118,
368,
388,
317,
134,
442,
427,
426,
448,
424,
214,
177,
420,
468,
221,
409,
404,
400,
490,
... | [
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
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,
0.775,
0.55,
0.55,
0.55,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
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,
83.33333587646484,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
83.33333587646484,
0,
0,
0,
0,
0,
0,
0,
83.33333587646484,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
83.... | train | aaaadika-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadika-1 | [
"SFTPD",
"VIM",
"SFTPC",
"NAPSA",
"SFTA2",
"CD44",
"PTGDS",
"LUM",
"FN1",
"RHOA",
"EPAS1",
"LMAN1",
"FCGR3A",
"HYOU1",
"NKX2-1",
"CTNNB1",
"SSR3",
"SOD2",
"HSPA5",
"DCN",
"HLA-DRA",
"LAMP3",
"XBP1",
"KRT18",
"BAX",
"SPCS3",
"SPCS2",
"SOX9",
"COL3A1",
"PDIA3"... | [
8,
7,
3,
6,
507,
603,
506,
394,
504,
100,
454,
353,
225,
468,
193,
346,
214,
273,
404,
151,
541,
526,
272,
169,
263,
332,
619,
324,
55,
532,
531,
529,
136,
426,
523,
197,
102,
220,
134,
431,
483,
515,
390,
425,
14,
433,
170,... | [
[
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SMCs | THD0011 | [
1,
0.85,
0.7,
0.7,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
69.93006896972656,
69.93006896972656,
69.93006896972656,
0,
0,
69.93006896972656,
0,
279.72027587890625,
0,
0,
0,
0,
0,
0,
0,
0,
69.93006896972656,
0,
0,
0,
69.93006896972656,
0,
0,
0,
0,
0,
69.930068969726... | train | aaaadgjl-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadgjl-1 | [
"VIM",
"PDIA4",
"MARCO",
"AKR1C1",
"SPP1",
"KRT8",
"SPCS3",
"CDK1",
"NOX4",
"SOD2",
"KRT18",
"PDIA3",
"OAS2",
"LYZ",
"LMAN1",
"IL7R",
"YAP1",
"IL1B",
"HIF1A",
"GZMB",
"CDH26",
"FCER1G",
"JCHAIN",
"PTPRC",
"CSPG4",
"RNASE1",
"SNAI1",
"IGLL1",
"IDH1",
"ICAM1",... | [
8,
7,
3,
6,
603,
427,
362,
26,
536,
328,
532,
114,
405,
526,
324,
426,
410,
357,
346,
294,
620,
288,
258,
249,
113,
211,
310,
456,
146,
469,
522,
284,
276,
275,
272,
266,
263,
262,
542,
254,
555,
468,
577,
582,
224,
221,
220... | [
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
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,
0.82,
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,
0.28,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
224.71910095214844,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
112.35955047607422,
0,
0,
112.35955047607422,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadhij-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadhij-1 | [
"FN1",
"VIM",
"PDIA3",
"PDGFRB",
"SPARCL1",
"COL1A2",
"EPAS1",
"PGC",
"HIST1H1C",
"SEC11C",
"ACTA2",
"MEG3",
"ITGB1",
"ICAM1",
"PLIN2",
"SLC25A37",
"SMAD4",
"PDIA4",
"CD4",
"SFTPD",
"SOD2",
"SPCS2",
"HERPUD1",
"CD44",
"SFTPC",
"SELENOS",
"EGFR",
"SAA2",
"MAL",... | [
8,
7,
3,
6,
225,
603,
426,
425,
530,
135,
193,
433,
260,
490,
14,
366,
306,
275,
442,
514,
519,
427,
97,
507,
526,
531,
254,
100,
506,
494,
182,
483,
358,
136,
146,
147,
469,
468,
151,
217,
408,
454,
205,
504,
257,
523,
52,
... | [
[
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,... | Fibroblasts | 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,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
113.63636016845703,
0,
113.63636016845703,
0,
0,
0,
0,
113.63636016845703,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
113.63636016845703,
0,
0,
0,
113.63636016845703,
0,
113.63636016845703,
113.63636016845703,... | train | aaaadgkb-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadgkb-1 | [
"KRT8",
"MMP10",
"MEG3",
"SOD2",
"FN1",
"VIM",
"CDK1",
"NUCB2",
"FGF2",
"CD52",
"S100A2",
"TTC19",
"SPCS3",
"FCGBP",
"GPR183",
"HMGA1",
"S100A8",
"CTHRC1",
"RHOA",
"HERPUD1",
"HEY1",
"MCEMP1",
"CD34",
"SPINK1",
"CD68",
"SLC25A37",
"SCGB1A1",
"MS4A7",
"COL1A2",... | [
8,
7,
3,
6,
328,
372,
366,
526,
225,
603,
114,
408,
220,
101,
478,
590,
532,
212,
242,
264,
480,
149,
468,
254,
257,
363,
92,
535,
102,
514,
488,
383,
135,
542,
146,
222,
411,
456,
454,
450,
177,
448,
438,
193,
513,
358,
100... | [
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Basal | THD0011 | [
1,
1,
1,
0.55,
0.55,
0.55,
0.55,
0.55,
0.55,
0.55,
0.55,
0.55,
0.55,
0.55,
0.55,
0.55,
0.55,
0.55,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
140.84507751464844,
70.42253875732422,
0,
70.42253875732422,
0,
0,
0,
0,
0,
0,
0,
0,
140.84507751464844,
0,
140.84507751464844,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadhic-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadhic-1 | [
"FN1",
"VIM",
"CCN2",
"EPAS1",
"RHOA",
"PECAM1",
"PDGFRA",
"COL1A2",
"SFTPD",
"HERPUD1",
"ITGB1",
"ITGAV",
"SOD2",
"CD44",
"ICAM1",
"PGC",
"CTNNB1",
"FGF7",
"SPARCL1",
"LUM",
"CST3",
"COL1A1",
"ACTA2",
"NAPSA",
"PTGDS",
"SFTPC",
"ATG7",
"DUOX1",
"ATF4",
"PDI... | [
8,
7,
3,
6,
225,
603,
76,
193,
468,
431,
424,
135,
507,
254,
306,
304,
526,
100,
275,
433,
151,
221,
530,
353,
147,
134,
14,
394,
454,
506,
48,
180,
46,
426,
136,
400,
404,
117,
23,
324,
408,
410,
438,
420,
21,
425,
427,
4... | [
[
0,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Alveolar FBs | THD0011 | [
1,
0.8875,
0.775,
0.6625,
0.55,
0.4375,
0.4375,
0.4375,
0.4375,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000... |
[
[
0,
0,
0,
42.37288284301758,
0,
0,
0,
42.37288284301758,
42.37288284301758,
84.74576568603516,
0,
0,
0,
0,
296.61016845703125,
0,
0,
0,
42.37288284301758,
0,
42.37288284301758,
0,
0,
42.37288284301758,
0,
0,
... | train | aaaadhfh-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadhfh-1 | [
"SFTPD",
"PGC",
"SFTPC",
"DMBT1",
"CD44",
"LAMP3",
"XBP1",
"NAPSA",
"MGST1",
"ATF4",
"HLA-DRA",
"VIM",
"HMOX1",
"FN1",
"RNASE1",
"EPAS1",
"KRT18",
"ERLEC1",
"PDIA3",
"CEACAM6",
"TOP1",
"HIST1H1C",
"STAT1",
"RHOA",
"IDH1",
"PDIA6",
"LUM",
"STAT6",
"RTKN2",
"E... | [
8,
7,
3,
6,
507,
433,
506,
177,
100,
332,
619,
394,
369,
46,
263,
603,
266,
225,
469,
193,
324,
197,
426,
117,
580,
260,
542,
468,
276,
428,
353,
544,
473,
194,
31,
427,
450,
530,
602,
489,
346,
255,
254,
258,
425,
379,
389,... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
0,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9099999999999999,
0.82,
0.82,
0.73,
0.73,
0.64,
0.64,
0.5499999999999999,
0.5499999999999999,
0.45999999999999996,
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,
0.28,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
... |
[
[
0,
0,
215.0537567138672,
0,
0,
0,
0,
0,
0,
107.5268783569336,
0,
0,
0,
0,
0,
107.5268783569336,
107.5268783569336,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0... | train | aaaadiki-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadiki-1 | [
"LYZ",
"VIM",
"HLA-DRA",
"HMOX1",
"CD44",
"PPARG",
"HLA-DQA1",
"ICAM1",
"HSPA5",
"MRC1",
"SOD2",
"ACTA2",
"SFTPC",
"FCGR3A",
"GSR",
"CD3E",
"CD14",
"STAT6",
"CCN2",
"MS4A7",
"CD68",
"SLC1A3",
"HAVCR2",
"ITGB1",
"PDIA3",
"ATF6",
"EPAS1",
"ATG7",
"CTNNB1",
"AN... | [
8,
7,
3,
6,
357,
603,
263,
266,
100,
448,
261,
275,
272,
379,
526,
14,
506,
214,
247,
95,
80,
544,
76,
383,
102,
513,
253,
306,
426,
47,
193,
48,
151,
31,
427,
323,
147,
619,
594
] | [
[
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
],
[
1,
0,
1,
0,
0,
0,
0,
0,
0... | DCs | THD0011 | [
1,
0.82,
0.64,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1
] |
[
[
0,
0,
245.90164184570312,
245.90164184570312,
0,
0,
0,
81.96721649169922,
0,
0,
0,
0,
0,
0,
0,
81.96721649169922,
81.96721649169922,
0,
81.96721649169922,
163.93443298339844,
0,
0,
0,
81.96721649169922,
0,
0,
... | train | aaaadijj-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadijj-1 | [
"CEACAM6",
"RTKN2",
"HIST1H1C",
"VIM",
"FN1",
"EPAS1",
"EPCAM",
"CTNNB1",
"RHOA",
"AGER",
"YAP1",
"ACTA2",
"DUOX1",
"PDIA3",
"PTGDS",
"NAPSA",
"AXL",
"DCN",
"VEGFA",
"ITGA3",
"SFTPD",
"ITGB1",
"WWTR1",
"KRT18",
"COL4A3",
"TGFB1",
"COL3A1",
"COL1A2",
"RNASE1",
... | [
8,
7,
3,
6,
117,
473,
260,
603,
225,
193,
194,
151,
468,
21,
620,
14,
180,
426,
454,
394,
52,
169,
602,
301,
507,
306,
618,
324,
137,
556,
136,
135,
469,
526,
184,
220,
433,
427,
206,
217,
531,
401,
390,
272,
273,
275,
291,
... | [
[
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,... | AT1 | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.7428571428571429,
0.6142857142857143,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0... |
[
[
0,
0,
77.51937866210938,
0,
0,
232.55813598632812,
0,
0,
0,
0,
0,
0,
77.51937866210938,
0,
0,
0,
0,
77.51937866210938,
0,
77.51937866210938,
0,
0,
0,
0,
0,
0,
0,
0,
77.51937866210938,
0,
0,
... | train | aaaadgle-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadgle-1 | [
"LYZ",
"VIM",
"HSPA5",
"HMOX1",
"OAS3",
"MS4A7",
"MRC1",
"CD14",
"AIF1",
"HIST1H1C",
"IDH1",
"PDIA3",
"IFIT3",
"MYDGF",
"STAT1",
"HERPUD1",
"RNASE1",
"SOD2",
"NUCB2",
"ITGAX",
"RHOA",
"PDIA4",
"HLA-DRA",
"EMG1",
"EGFR",
"HLA-DQA1",
"OAS2",
"PKM",
"HIF1A",
"P... | [
8,
7,
3,
6,
357,
603,
272,
266,
411,
383,
379,
80,
23,
260,
276,
426,
280,
390,
542,
254,
469,
526,
408,
305,
468,
427,
263,
191,
182,
261,
410,
438,
258,
442,
524,
102,
362,
211,
363,
242,
446,
494,
214,
488,
133,
480,
142,... | [
[
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,... | Macrophages | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
81.30081176757812,
0,
0,
0,
0,
81.30081176757812,
0,
0,
0,
0,
0,
0,
0,
0,
81.30081176757812,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadiko-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadiko-1 | [
"PGC",
"SFTPD",
"SFTPC",
"DMBT1",
"CD44",
"PDIA4",
"NAPSA",
"ICAM1",
"KRT8",
"TTC19",
"HSPA5",
"MYDGF",
"XBP1",
"RHOA",
"DUOX1",
"EGFR",
"NKX2-1",
"PDIA3",
"FCER1G",
"HIST1H1C",
"SPCS3",
"MGST1",
"SLC25A4",
"ITGAV",
"CTNNB1",
"FKBP11",
"CDK1",
"MYC",
"RNASE1",... | [
8,
7,
3,
6,
433,
507,
506,
177,
100,
427,
394,
275,
328,
590,
272,
390,
619,
468,
180,
182,
404,
426,
211,
260,
532,
369,
515,
304,
151,
224,
114,
389,
469,
481,
193,
263,
306,
324,
276,
58,
31,
618,
597,
46
] | [
[
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
],
[
1,
0,
1,
1... | Proliferating Epithelial | THD0011 | [
1,
0.85,
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,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1
] |
[
[
0,
0,
55.55555725097656,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
55.55555725097656,
0,
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 | aaaadolp-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadolp-1 | [
"SFTPC",
"PGC",
"SFTPD",
"CD44",
"DMBT1",
"HSPA5",
"NAPSA",
"NKX2-1",
"LAMP3",
"MGST1",
"XBP1",
"HLA-DRA",
"HIST1H1C",
"RHOA",
"IDH1",
"PDIA3",
"SFTA2",
"EGFR",
"FKBP11",
"SELENOS",
"DUOX1",
"TOP1",
"ERLEC1",
"SOD2",
"PKM",
"KRT8",
"S100A9",
"GSR",
"VIM",
"P... | [
8,
7,
3,
6,
506,
433,
507,
100,
177,
272,
394,
404,
332,
369,
619,
263,
260,
468,
276,
426,
504,
182,
224,
494,
180,
580,
197,
526,
438,
328,
481,
247,
603,
428,
390,
379,
220,
360,
469,
254,
532,
537,
266,
225,
450,
194,
46... | [
[
0,
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,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9099999999999999,
0.9099999999999999,
0.82,
0.73,
0.64,
0.64,
0.5499999999999999,
0.45999999999999996,
0.45999999999999996,
0.37,
0.37,
0.37,
0.28,
0.28,
0.28,
0.28,
0.28,
0.19,
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,
97.0873794555664,
0,
0,
0,
0,
485.4368896484375,
0,
0,
0,
97.0873794555664,
0,
97.0873794555664,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadhed-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadhed-1 | [
"SFTPC",
"NAPSA",
"SFTPD",
"HLA-DRA",
"ATF4",
"HSPA5",
"HERPUD1",
"SLC25A4",
"SFTA2",
"MGST1",
"PDIA3",
"RHOA",
"YAP1",
"VIM",
"SLC7A11",
"IDH1",
"HMGA1",
"HIST1H1C",
"SELENOS",
"CD4",
"SPRY2",
"TOP1",
"FN1",
"DMBT1",
"SEC11C",
"STAT6",
"FCN3",
"EGFR",
"ICAM1"... | [
8,
7,
3,
6,
506,
394,
507,
263,
46,
272,
254,
515,
504,
369,
426,
468,
620,
603,
517,
276,
264,
260,
494,
97,
537,
580,
225,
177,
490,
544,
217,
182,
275,
31,
151,
51,
54,
590,
301,
409,
427,
284,
433,
171,
194
] | [
[
0,
1,
0,
1,
1,
0,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
[
1,
0,
0... | AT2 | THD0011 | [
1,
0.85,
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,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1... |
[
[
0,
0,
133.3333282470703,
133.3333282470703,
0,
0,
0,
0,
133.3333282470703,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
133.3333282470703,
0... | train | aaaadikj-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadikj-1 | [
"VIM",
"RHOA",
"VEGFA",
"RNASE1",
"FN1",
"PKM",
"NAPSA",
"HLA-DRA",
"PDIA3",
"SFTPD",
"MRC1",
"CEACAM5",
"CCL21",
"SFTA2",
"HIST1H1C",
"LUM",
"GCLM",
"STAT6",
"COL1A1",
"HERPUD1",
"CD1A",
"SLC25A4",
"SCGB1A1",
"SPCS2",
"SEC11C",
"MMP12",
"EHMT1",
"SOD2",
"CEAC... | [
8,
7,
3,
6,
603,
468,
602,
469,
225,
438,
394,
263,
426,
507,
379,
116,
73,
504,
260,
353,
231,
544,
134,
254,
83,
515,
488,
531,
490,
373,
184,
526,
117,
182,
266,
384,
272,
193,
27,
427,
428,
618,
151,
147,
21,
14,
473,
... | [
[
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT1 | THD0011 | [
1,
0.82,
0.64,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.28,
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,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
90.90908813476562,
0,
0,
90.90908813476562,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadila-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadila-1 | [
"SFTPC",
"SFTPD",
"HERPUD1",
"RHOA",
"IL7R",
"XBP1",
"NAPSA",
"VIM",
"SFTA2",
"RNASE1",
"CD44",
"ITGB1",
"FN1",
"PECAM1",
"CTNNB1",
"LUM",
"PDIA3",
"PLIN2",
"HES1",
"COL1A1",
"EHMT1",
"FGF2",
"CLDN5",
"HLA-DQB1",
"STAT6",
"HLA-DRA",
"HMOX1",
"RTKN2",
"CD2",
... | [
8,
7,
3,
6,
506,
507,
254,
468,
294,
619,
394,
603,
504,
469,
100,
306,
225,
431,
151,
353,
426,
442,
255,
134,
184,
220,
126,
262,
544,
263,
266,
473,
85,
217,
171,
574,
324,
514,
379,
51,
490,
602,
177,
55,
409,
610,
194,
... | [
[
0,
1,
1,
1,
1,
1,
0,
0,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
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,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
... |
[
[
0,
0,
72.4637680053711,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
289.8550720214844,
0,
0,
0,
144.9275360107422,
0,
0,
0,
0,
72.4637680053711,
0,
0,
0,
0,
72.4637680053711,
0,
0,
0,
0,
0,... | train | aaaadige-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadige-1 | [
"VIM",
"CCN2",
"COL1A2",
"FN1",
"COL3A1",
"PTGDS",
"PDGFRA",
"LUM",
"ATF4",
"DCN",
"ITGB1",
"CD44",
"SOD2",
"RHOA",
"XBP1",
"IDH1",
"MRC1",
"HIF1A",
"ZEB1",
"YAP1",
"EPAS1",
"AXIN2",
"FGF2",
"SNAI2",
"NUCB2",
"CD4",
"STAT6",
"NHSL2",
"HES1",
"MAL",
"MANF",... | [
8,
7,
3,
6,
603,
76,
135,
225,
136,
454,
424,
353,
46,
169,
306,
100,
526,
468,
619,
276,
379,
258,
621,
620,
193,
51,
220,
523,
408,
97,
544,
401,
255,
358,
360,
134,
263,
488,
357,
530,
348,
594,
14,
304,
442,
426,
425,
... | [
[
0,
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,
0,... | Fibroblasts | 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,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
64.51612854003906,
193.5483856201172,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
64.51612854003906,
0,
0,
0,
129.03225708007812,
64.51612854003... | train | aaaadikl-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadikl-1 | [
"HMOX1",
"VIM",
"MARCO",
"HSPA5",
"HLA-DRA",
"PLIN2",
"PKM",
"CD68",
"MYDGF",
"ITGAX",
"PDIA3",
"IDH1",
"PDIA4",
"ATF4",
"SSR3",
"HAVCR2",
"GSR",
"SLC7A11",
"HIST1H1C",
"FCER1G",
"RNASE1",
"CCL18",
"MRC1",
"ITGB1",
"SLC1A3",
"NOX4",
"MANF",
"HIF1A",
"SPCS3",
... | [
8,
7,
3,
6,
266,
603,
362,
272,
263,
442,
438,
102,
390,
305,
426,
276,
427,
46,
541,
253,
247,
517,
260,
211,
469,
71,
379,
306,
513,
405,
360,
258,
532,
531,
401,
400,
80,
273,
191,
72,
619,
490,
178,
303,
177,
197,
45,
... | [
[
0,
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,
0,... | SPP1+ Macrophages | THD0011 | [
1,
0.9,
0.8,
0.7000000000000001,
0.7000000000000001,
0.6,
0.6,
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,
0.1,
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,
128.2051239013672,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadilg-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadilg-1 | [
"VIM",
"FN1",
"ITGB1",
"EPAS1",
"RHOA",
"PTGDS",
"HERPUD1",
"NOX4",
"EHMT1",
"LUM",
"HEY1",
"MANF",
"SPCS2",
"SPARCL1",
"CD274",
"CD44",
"SELENOS",
"CEACAM6",
"S100A8",
"COL1A2",
"COL3A1",
"ITGA3",
"CST3",
"HSPA5",
"POSTN",
"PGC",
"PDIA6",
"DUOX1",
"PDIA4",
... | [
8,
7,
3,
6,
603,
225,
306,
193,
468,
454,
254,
405,
184,
353,
257,
360,
531,
530,
89,
100,
494,
117,
480,
135,
136,
301,
147,
272,
446,
433,
428,
180,
427,
532,
425,
266,
410,
400,
221,
384,
383,
537,
294,
619,
544,
581,
618... | [
[
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Proliferating Mesenchymal | THD0011 | [
1,
0.82,
0.64,
0.64,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,... |
[
[
0,
0,
115.60693359375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
115.60693359375,
0,
0,
0,
0,
0,
0,
57.803466796875,
0,
115.60693359375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
57.803466796875,
0,... | train | aaaadiho-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadiho-1 | [
"SFTPD",
"SFTPC",
"DMBT1",
"NAPSA",
"CD44",
"PGC",
"RHOA",
"YAP1",
"S100A9",
"KRT18",
"NKX2-1",
"EPAS1",
"LAMP3",
"VIM",
"HIST1H1C",
"DUOX1",
"HSPA5",
"XBP1",
"KRT8",
"LMAN1",
"MEG3",
"BCL2L1",
"SFTA2",
"RNASE1",
"UCHL3",
"ACTA2",
"ITGB6",
"ITGB1",
"PDIA3",
... | [
8,
7,
3,
6,
507,
506,
177,
394,
100,
433,
468,
620,
481,
324,
404,
193,
332,
603,
260,
180,
272,
619,
328,
346,
366,
58,
504,
469,
596,
14,
308,
306,
426,
46,
541,
390,
488,
120,
442,
147,
184,
515,
247,
221,
431,
194,
151,
... | [
[
0,
1,
1,
1,
1,
1,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9,
0.8,
0.8,
0.7000000000000001,
0.6,
0.5,
0.5,
0.5,
0.4,
0.4,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
... |
[
[
0,
0,
36.764705657958984,
73.52941131591797,
0,
0,
0,
0,
0,
36.764705657958984,
0,
0,
0,
0,
183.8235321044922,
36.764705657958984,
36.764705657958984,
0,
73.52941131591797,
0,
73.52941131591797,
0,
36.764705657958984,
... | train | aaaadhjf-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadhjf-1 | [
"PGC",
"DMBT1",
"SFTPD",
"NAPSA",
"SFTPC",
"EPAS1",
"XBP1",
"RHOA",
"CD44",
"HLA-DRA",
"ATF4",
"SCGB3A2",
"HSPA5",
"YAP1",
"NKX2-1",
"SFTA2",
"PDIA6",
"VIM",
"HIST1H1C",
"LAMP3",
"EPCAM",
"PDIA3",
"HERPUD1",
"PKM",
"NUTF2",
"LUM",
"PDIA4",
"IL7R",
"BMPR2",
"... | [
8,
7,
3,
6,
433,
177,
507,
394,
506,
193,
619,
468,
100,
263,
46,
489,
272,
620,
404,
504,
428,
603,
260,
332,
194,
426,
254,
438,
409,
353,
427,
294,
61,
473,
58,
54,
51,
184,
531,
180,
178,
151,
596,
21,
120,
225,
328,
2... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
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,... | AT2 | THD0011 | [
1,
0.9249999999999999,
0.85,
0.7749999999999999,
0.7,
0.625,
0.5499999999999999,
0.475,
0.475,
0.475,
0.4,
0.4,
0.4,
0.32499999999999996,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.175,
0.175,
0.175,
0.175,
0.175,
0.175,
0.175,
0.175,
0.175,
0.175... |
[
[
0,
0,
107.5268783569336,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
107.5268783569336,
0,
0,
0,
0,
0,
0,
107.5268783569336,
0,
107.5268783569336,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0... | train | aaaadhie-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadhie-1 | [
"EPAS1",
"VIM",
"PECAM1",
"PGC",
"KDR",
"NAPSA",
"IL7R",
"CTNNB1",
"FCN3",
"HERPUD1",
"ITGB1",
"RNASE1",
"DMBT1",
"DUOX1",
"SOD2",
"HSPA5",
"HIST1H1C",
"CLDN5",
"COL1A1",
"COL1A2",
"CST3",
"XBP1",
"UBE2J1",
"TOP1",
"FGF7",
"FN1",
"SPCS2",
"HLA-DRA",
"ICAM1",
... | [
8,
7,
3,
6,
193,
603,
431,
433,
312,
394,
294,
151,
217,
254,
306,
469,
177,
180,
526,
272,
260,
126,
134,
135,
147,
619,
594,
580,
221,
225,
531,
263,
275,
620,
301,
117,
328,
332,
360,
369,
519,
408,
506,
468,
94,
621,
58,... | [
[
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.8714285714285716,
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,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
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 | aaaadiga-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadiga-1 | [
"VIM",
"TPSAB1",
"COL1A2",
"FN1",
"CPA3",
"COL3A1",
"CD69",
"COL1A1",
"PTPRC",
"EPAS1",
"FGF7",
"DCN",
"ITGB1",
"SAA2",
"HIST1H1C",
"CD44",
"LUM",
"LMAN1",
"SPP1",
"SELENOS",
"SOX4",
"SOD2",
"DNAJB9",
"SMAD4",
"SSR3",
"SPCS3",
"SLC25A37",
"EHMT1",
"KIT",
"PD... | [
8,
7,
3,
6,
603,
584,
135,
225,
142,
136,
103,
134,
456,
193,
221,
169,
306,
483,
260,
100,
353,
346,
536,
494,
528,
526,
178,
519,
541,
532,
514,
184,
313,
426,
425,
448,
602,
336
] | [
[
0,
1,
1,
1,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
[
1,
0,
1,
0,
0,
0,
0,
0,
0,
0... | Mast | THD0011 | [
1,
0.85,
0.7,
0.7,
0.7,
0.5499999999999999,
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,
0,
0,
0,
83.33333587646484,
83.33333587646484,
0,
0,
0,
0,
0,
0,
0,
0,
166.6666717529297,
0,
0,
0,
0,
0,
83.33333587646484,
0,
0,
0,
0,
0,
333.3333435058594,
0,
0,
0,
0,
0,
0,
... | train | aaaadhib-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadhib-1 | [
"EPAS1",
"VIM",
"ITGB1",
"SPARCL1",
"SPCS3",
"BMPR2",
"HERPUD1",
"PECAM1",
"CEACAM6",
"DCN",
"HIF1A",
"ITGAV",
"CTNNB1",
"STAT6",
"RHOA",
"RNASE1",
"VEGFA",
"IL11",
"HLA-DRA",
"HMOX1",
"LUM",
"ATF4",
"RTKN2",
"CDK1",
"SFTPC",
"CD8A",
"RAMP2",
"PLVAP",
"S100A8"... | [
8,
7,
3,
6,
193,
603,
306,
530,
532,
61,
254,
431,
117,
169,
258,
304,
151,
544,
468,
469,
602,
286,
263,
266,
353,
46,
473,
114,
506,
110,
459,
445,
480,
294,
420,
408,
217,
247,
257,
260,
275,
346,
336,
620,
324,
301,
194,... | [
[
0,
1,
1,
1,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
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,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1... |
[
[
0,
0,
107.5268783569336,
0,
0,
215.0537567138672,
0,
0,
0,
0,
0,
0,
0,
0,
107.5268783569336,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
107.5268783569336,
0,
0,
0,
0,
0,
0,
0... | train | aaaadomn-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadomn-1 | [
"VIM",
"LUM",
"SPP1",
"COL3A1",
"COL1A1",
"PDIA3",
"LYZ",
"PTPRC",
"GPR183",
"RHOA",
"KLRC1",
"TGFB1",
"CD2",
"FN1",
"AIF1",
"IL7R",
"GZMA",
"HIST1H1C",
"CD44",
"IDH1",
"CEACAM6",
"CXCR4",
"COL1A2",
"CD8B",
"CD3E",
"FKBP11",
"PDIA6",
"FCER1G",
"NKG7",
"GSR",... | [
8,
7,
3,
6,
603,
353,
536,
136,
134,
426,
357,
456,
242,
468,
317,
556,
85,
225,
23,
294,
248,
260,
100,
276,
117,
163,
135,
111,
95,
224,
428,
211,
403,
247,
253,
258,
261,
263,
334,
306,
454,
80,
312,
46,
14,
585,
66
] | [
[
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... | DCs | 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,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.... |
[
[
0,
0,
103.09278106689453,
0,
0,
0,
0,
103.09278106689453,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
206.18556213378906,
103.09278106689453,
103.09278106689453,
0,
0,
103.09278106689453,
0,
0,
103.09278106689453,
0,... | train | aaaadlkc-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadlkc-1 | [
"FN1",
"VIM",
"YAP1",
"CCN2",
"LUM",
"PDGFRA",
"COL1A1",
"SPARCL1",
"EPAS1",
"COL1A2",
"CD44",
"RHOA",
"FAS",
"AXIN2",
"DCN",
"SFTPD",
"DMBT1",
"WWTR1",
"ITGB1",
"DDIT3",
"PECAM1",
"HSPA5",
"FCN3",
"HLA-DRA",
"MAL",
"SSR3",
"SPRY2",
"PGC",
"SPCS3",
"SPCS2",
... | [
8,
7,
3,
6,
225,
603,
620,
76,
353,
424,
134,
530,
193,
135,
100,
468,
206,
51,
169,
507,
177,
618,
306,
171,
431,
272,
217,
263,
358,
541,
537,
433,
532,
531,
14,
182,
273,
425,
26,
506,
332,
247,
151,
52,
254,
61,
54,
27... | [
[
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,
0,
0,
0,
0,... | Alveolar FBs | THD0011 | [
1,
0.85,
0.7,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
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,
58.13953399658203,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
174.41860961914062,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
116.27906799316406,
58.13953399658203,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadhkd-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadhkd-1 | [
"FN1",
"VIM",
"EPAS1",
"LUM",
"SFTPD",
"RHOA",
"CEACAM6",
"NAPSA",
"FGF7",
"ITGB1",
"COL1A2",
"PDGFRA",
"COL3A1",
"CD34",
"PDIA4",
"YAP1",
"DCN",
"PTGDS",
"KRT18",
"ATF4",
"HYOU1",
"EGFR",
"MYDGF",
"CST3",
"RNASE1",
"SOD2",
"HLA-DQB1",
"PPARG",
"ERLEC1",
"BM... | [
8,
7,
3,
6,
225,
603,
193,
353,
507,
468,
117,
394,
221,
306,
135,
424,
136,
92,
427,
620,
169,
454,
324,
46,
273,
182,
390,
147,
469,
526,
262,
448,
197,
60,
594,
328,
504,
336,
490,
389,
481,
480,
400,
303,
494,
304,
408,
... | [
[
0,
1,
1,
1,
1,
0,
0,
0,
1,
0,
0,
1,
0,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Fibroblasts | THD0011 | [
1,
1,
0.8875,
0.775,
0.6625,
0.55,
0.55,
0.55,
0.55,
0.4375,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.212... |
[
[
0,
0,
0,
0,
0,
208.3333282470703,
0,
104.16666412353516,
104.16666412353516,
0,
0,
0,
104.16666412353516,
0,
0,
0,
104.16666412353516,
0,
0,
104.16666412353516,
0,
0,
104.16666412353516,
0,
0,
0,
0,
0,
... | train | aaaadhoa-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadhoa-1 | [
"HMOX1",
"VIM",
"SPP1",
"LYZ",
"FCER1G",
"RTKN2",
"PTPRC",
"KRT8",
"HYOU1",
"MARCO",
"ITGAX",
"AIF1",
"S100A8",
"SOD2",
"RNASE1",
"GZMK",
"MS4A7",
"SLC2A1",
"SFTA2",
"IL7R",
"CD79A",
"SFRP4",
"SOX2",
"CD44",
"SOX4",
"SOX9",
"MGST1",
"HIF1A",
"GPR183",
"CSPG4... | [
8,
7,
3,
6,
266,
603,
536,
357,
211,
473,
456,
328,
273,
362,
305,
23,
480,
526,
469,
250,
383,
516,
504,
294,
105,
503,
527,
100,
528,
529,
369,
258,
242,
146,
483,
202,
431,
197,
434,
437,
445,
182,
135,
219,
221,
408,
162... | [
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Venous | THD0011 | [
1,
0.775,
0.775,
0.775,
0.55,
0.55,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.