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,
99.00990295410156,
49.50495147705078,
49.50495147705078,
0,
0,
0,
0,
99.00990295410156,
0,
0,
49.50495147705078,
0,
0,
0,
0,
0,
0,
0,
693.06... | train | aaaaddbn-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaddbn-1 | [
"VIM",
"HMOX1",
"CCL18",
"MARCO",
"IDH1",
"RNASE1",
"PKM",
"PLIN2",
"CCL2",
"MS4A7",
"SPP1",
"HSPA5",
"HLA-DRA",
"SOD2",
"CD68",
"PDIA3",
"ITGB1",
"FCGR3A",
"FCER1G",
"PDIA6",
"SLC1A3",
"MRC1",
"SELENOS",
"RHOA",
"HYOU1",
"ICAM1",
"HERPUD1",
"CD44",
"XBP1",
... | [
8,
7,
3,
6,
603,
266,
71,
362,
276,
469,
438,
442,
72,
383,
536,
272,
263,
526,
102,
426,
306,
214,
211,
428,
513,
379,
494,
468,
273,
275,
254,
100,
619,
55,
46,
247,
48,
427,
456,
47,
253,
404,
110,
305,
114,
304,
117,
1... | [
[
0,
1,
0,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SPP1+ Macrophages | THD0011 | [
1,
0.9181818181818181,
0.8363636363636363,
0.7545454545454545,
0.6727272727272727,
0.5909090909090909,
0.509090909090909,
0.509090909090909,
0.509090909090909,
0.42727272727272725,
0.34545454545454546,
0.26363636363636367,
0.26363636363636367,
0.26363636363636367,
0.26363636363636367,
... |
[
[
0,
0,
59.17159652709961,
118.34319305419922,
0,
0,
0,
59.17159652709961,
0,
0,
0,
0,
0,
0,
177.51478576660156,
118.34319305419922,
0,
0,
0,
118.34319305419922,
0,
0,
59.17159652709961,
59.17159652709961,
0,
0,
... | train | aaaadfdm-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadfdm-1 | [
"FN1",
"VIM",
"COL1A2",
"EPAS1",
"LUM",
"CCN2",
"COL3A1",
"RNASE1",
"PDIA3",
"XBP1",
"RTKN2",
"SPARCL1",
"SOD2",
"PDGFRA",
"ATF4",
"PTGDS",
"ITGB1",
"SPCS2",
"CEACAM6",
"AGER",
"PECAM1",
"EPCAM",
"KRT8",
"CST3",
"ICAM1",
"STAT6",
"RHOA",
"AXL",
"NKX2-1",
"FA... | [
8,
7,
3,
6,
225,
603,
135,
193,
353,
76,
136,
469,
426,
619,
473,
530,
526,
424,
46,
454,
306,
531,
117,
21,
431,
194,
328,
147,
275,
544,
468,
52,
404,
206,
47,
169,
542,
272,
263,
151,
401,
258,
519,
254,
137,
266,
234,
... | [
[
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,... | Fibroblasts | THD0011 | [
1,
0.9099999999999999,
0.82,
0.73,
0.64,
0.64,
0.5499999999999999,
0.45999999999999996,
0.37,
0.37,
0.37,
0.37,
0.37,
0.37,
0.28,
0.28,
0.28,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
56.49717330932617,
0,
0,
112.99434661865234,
0,
0,
0,
0,
0,
0,
0,
0,
56.49717330932617,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
56.49717330932617,
0,
0,
0,
0,
0,
451.9773864746094,
... | train | aaaaddbl-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaddbl-1 | [
"VIM",
"HMOX1",
"IDH1",
"CCL18",
"MARCO",
"PDIA3",
"HSPA5",
"ITGAX",
"CD68",
"FCER1G",
"PKM",
"STAT1",
"RNASE1",
"HLA-DRA",
"PPARG",
"CD44",
"CCL2",
"PDIA6",
"PDIA4",
"LMAN1",
"RHOA",
"IFIT3",
"HYOU1",
"GSR",
"ICAM1",
"S100A8",
"TREM2",
"PLIN2",
"HLA-DQA1",
... | [
8,
7,
3,
6,
603,
266,
276,
71,
362,
426,
272,
305,
102,
211,
438,
542,
469,
263,
448,
100,
72,
428,
427,
346,
468,
280,
273,
247,
275,
480,
586,
442,
261,
532,
306,
23,
357,
383,
109,
363,
294,
231,
371,
494,
379,
481,
144,
... | [
[
0,
1,
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
1,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SPP1+ Macrophages | THD0011 | [
1,
0.8875,
0.775,
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,
0.4375,
0.4375,
0.4375,
0.4375,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21... |
[
[
0,
0,
125,
0,
0,
0,
0,
125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
375,
0,
0,
125,
0,
0,
0,
0,
0,
1000,
125,
0,
0,
0,
0,
0,
0,
0,
125,
0... | train | aaaadffb-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadffb-1 | [
"VIM",
"CCL18",
"HMOX1",
"HLA-DRA",
"LYZ",
"BCL2L1",
"MARCO",
"SOD2",
"XBP1",
"FCER1G",
"STAT6",
"PLIN2",
"KRT8",
"PDIA4",
"HMGA1",
"HLA-DQA1",
"CD14",
"SSR3",
"PDIA3",
"SPCS3",
"PKM",
"ITGAX",
"EPAS1",
"CD44",
"CD68",
"SLC25A4",
"FGFBP2",
"S100A8",
"EMG1",
... | [
8,
7,
3,
6,
603,
71,
266,
263,
357,
58,
362,
526,
619,
211,
544,
442,
328,
427,
264,
261,
80,
541,
426,
532,
438,
305,
193,
100,
102,
515,
222,
480,
191,
214,
469,
468,
528,
247,
306,
72,
14,
594,
26,
322,
61
] | [
[
0,
1,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
[
1,
0,
0... | SPP1+ Macrophages | THD0011 | [
1,
0.85,
0.7,
0.5499999999999999,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
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,
236.22047424316406,
0,
0,
0,
0,
78.74015808105469,
78.74015808105469,
0,
0,
0,
0,
393.7008056640625,
0,
78.74015808105469,
0,
157.48031616210938,
78.74015808105469,
78.74015808105469,
0,
78.74015808105469,
78.... | train | aaaadfdo-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadfdo-1 | [
"NKX2-1",
"FN1",
"RTKN2",
"CCN2",
"DUOX1",
"SFTPD",
"ATF4",
"RHOA",
"CEACAM6",
"ICAM1",
"HERPUD1",
"VIM",
"EHMT1",
"NAPSA",
"EPAS1",
"AGER",
"COL1A2",
"LUM",
"PKM",
"PTGDS",
"SOD2",
"EGFR",
"HIST1H1C",
"XBP1",
"AXIN2",
"WNT5A",
"BCL2L1",
"CTNNB1",
"SPCS2",
"... | [
8,
7,
3,
6,
404,
225,
473,
76,
180,
507,
46,
468,
117,
275,
254,
603,
184,
394,
193,
21,
135,
353,
438,
454,
526,
182,
260,
619,
51,
614,
58,
151,
531,
530,
31,
258,
369,
147,
600,
519,
231,
57,
48,
602,
384,
504,
324,
134... | [
[
0,
1,
1,
1,
0,
0,
0,
0,
1,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT1 | THD0011 | [
1,
0.85,
0.85,
0.85,
0.7,
0.7,
0.7,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1... |
[
[
0,
0,
40.65040588378906,
0,
0,
40.65040588378906,
0,
0,
40.65040588378906,
0,
0,
0,
40.65040588378906,
0,
0,
0,
40.65040588378906,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
40.65040588378906,
0,
0,
... | train | aaaadkbm-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadkbm-1 | [
"DMBT1",
"PGC",
"SFTPC",
"SFTPD",
"HLA-DRA",
"VIM",
"LYZ",
"IDH1",
"CD44",
"NAPSA",
"HSPA5",
"HMOX1",
"SOD2",
"CCL18",
"RHOA",
"PKM",
"EPAS1",
"XBP1",
"PDIA6",
"HIST1H1C",
"FCER1G",
"PDIA3",
"FABP4",
"MARCO",
"IFIT3",
"CD68",
"PDIA4",
"IL7R",
"SMAD4",
"SFTA2... | [
8,
7,
3,
6,
177,
433,
506,
507,
263,
603,
357,
276,
100,
394,
272,
266,
526,
71,
468,
438,
193,
619,
428,
260,
211,
426,
202,
362,
280,
102,
427,
294,
519,
504,
258,
136,
261,
481,
332,
147,
379,
151,
273,
404,
541,
180,
353... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
1,
0,
0,
1,
1,
1,
0,
0,
0,
0,
1,
0,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9099999999999999,
0.9099999999999999,
0.82,
0.82,
0.73,
0.64,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.45999999999999996,
0.37,
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.... |
[
[
0,
0,
0,
0,
0,
200,
0,
0,
0,
0,
0,
0,
0,
100,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
300,
0,
0,
0,
400,
100,
0,
0,
0,
0,
0,
0,
0,
200,
0,
... | train | aaaaddbm-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaddbm-1 | [
"VIM",
"MRC1",
"CCL18",
"SLC1A3",
"MS4A7",
"HMOX1",
"IDH1",
"C1QC",
"MARCO",
"IL7R",
"ITGAX",
"AIF1",
"CD14",
"XBP1",
"LYZ",
"EPAS1",
"PLIN2",
"HAVCR2",
"IFIT3",
"SOD2",
"CD44",
"STAT6",
"HLA-DRA",
"CST3",
"MGST1",
"FABP4",
"CTNNB1",
"STAT1",
"SPP1",
"HIF1A"... | [
8,
7,
3,
6,
603,
379,
71,
513,
383,
266,
276,
66,
362,
294,
305,
23,
80,
619,
357,
193,
442,
253,
280,
526,
100,
544,
263,
147,
369,
202,
151,
542,
536,
258,
214,
144,
254,
478,
483,
448,
117,
420,
102,
424,
456,
431,
272,
... | [
[
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | FABP4+ Macrophages | THD0011 | [
1,
0.775,
0.775,
0.775,
0.775,
0.55,
0.55,
0.55,
0.55,
0.55,
0.55,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.1,
0.1,
0.1,
0.1,
0.1,
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,
45.0450439453125,
0,
0,
0,
0,
0,
0,
0,
0,
270.270263671875,
0,
90.090087890625,
0,
180.18017578125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadkbp-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadkbp-1 | [
"PGC",
"SFTPD",
"DMBT1",
"SFTPC",
"NKX2-1",
"NAPSA",
"XBP1",
"DUOX1",
"ATF4",
"VIM",
"RHOA",
"LAMP3",
"AXIN2",
"CD44",
"HSPA5",
"CFTR",
"SFTA2",
"HLA-DRA",
"PDIA3",
"EPAS1",
"PKM",
"KRT8",
"HIF1A",
"WFDC2",
"STAT6",
"ATG7",
"IDH1",
"GSR",
"GKN2",
"HYOU1",
... | [
8,
7,
3,
6,
433,
507,
177,
506,
404,
394,
619,
180,
46,
603,
468,
332,
51,
100,
272,
120,
504,
263,
426,
193,
438,
328,
258,
610,
544,
48,
276,
247,
234,
273,
408,
409,
346,
450,
620,
618,
427,
194,
117,
191,
431,
489,
389,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
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,
0.5909090909090909,
0.509090909090909,
0.509090909090909,
0.509090909090909,
0.42727272727272725,
0.34545454545454546,
0.34545454545454546,
0.34545454545454546,
0.34545454545454546,
0.34545454545454546,
... |
[
[
0,
0,
82.6446304321289,
165.2892608642578,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
165.2892608642578,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
165.2892608642578,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | train | aaaadgcb-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadgcb-1 | [
"FN1",
"VIM",
"EPAS1",
"COL1A2",
"SFTPD",
"RHOA",
"CCN2",
"CEACAM6",
"ITGB1",
"VEGFA",
"NKX2-1",
"PDGFRB",
"BMPR2",
"PDGFRA",
"NAPSA",
"DMBT1",
"ATF4",
"LUM",
"COL3A1",
"CD44",
"AGER",
"XBP1",
"DCN",
"PDIA6",
"PLIN2",
"PKM",
"DUOX1",
"COL1A1",
"EGFR",
"PGC",... | [
8,
7,
3,
6,
225,
603,
193,
135,
507,
468,
76,
117,
306,
602,
404,
425,
61,
424,
394,
177,
46,
353,
136,
100,
21,
619,
169,
428,
442,
438,
180,
134,
182,
433,
294,
217,
304,
301,
296,
326,
346,
273,
426,
272,
260,
258,
254,
... | [
[
0,
1,
1,
1,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Alveolar FBs | THD0011 | [
1,
0.8875,
0.8875,
0.775,
0.6625,
0.55,
0.55,
0.4375,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
... |
[
[
0,
0,
57.14285659790039,
57.14285659790039,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
171.42857360839844,
0,
57.14285659790039,
0,
57.14285659790039,
0,
0,
0,
0,
0,
0,
0,
57.14285659790039,
0,
0,
0,
57.... | train | aaaadgcg-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadgcg-1 | [
"EPAS1",
"PGC",
"DMBT1",
"SFTPD",
"NAPSA",
"ITGB1",
"XBP1",
"PDIA6",
"PECAM1",
"VIM",
"SPARCL1",
"SFTPC",
"PDIA3",
"KRT8",
"MGST1",
"CTNNB1",
"RHOA",
"IRF1",
"ATF4",
"HLA-DRA",
"IL7R",
"CSPG4",
"HSPA5",
"FCN3",
"PKM",
"SFTA2",
"TOP1",
"CD44",
"ITM2C",
"PDGFR... | [
8,
7,
3,
6,
193,
433,
177,
507,
394,
306,
619,
428,
431,
603,
530,
506,
426,
328,
369,
151,
468,
296,
46,
263,
294,
146,
272,
217,
438,
504,
580,
100,
309,
425,
261,
260,
48,
362,
255,
446,
216,
219,
262,
332,
117,
404,
494,... | [
[
0,
1,
1,
1,
1,
1,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.8875,
0.775,
0.775,
0.6625,
0.55,
0.4375,
0.4375,
0.4375,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.212... |
[
[
0,
0,
73.71007537841797,
0,
0,
49.14004898071289,
0,
0,
0,
0,
0,
0,
0,
0,
49.14004898071289,
0,
0,
0,
0,
0,
0,
24.570024490356445,
0,
24.570024490356445,
0,
0,
0,
0,
73.71007537841797,
0,
0,... | train | aaaadjjj-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadjjj-1 | [
"VIM",
"CCL18",
"HMOX1",
"FCER1G",
"IDH1",
"MARCO",
"PLIN2",
"MRC1",
"PDIA3",
"RNASE1",
"PKM",
"MS4A7",
"S100A8",
"IL7R",
"CD68",
"HLA-DRA",
"RHOA",
"ITGB1",
"MYDGF",
"LYZ",
"PDIA6",
"SLC1A3",
"FCGR3A",
"EPAS1",
"CD44",
"HLA-DQA1",
"CD4",
"CD14",
"HSPA5",
"K... | [
8,
7,
3,
6,
603,
71,
266,
211,
276,
362,
442,
379,
426,
469,
438,
383,
480,
294,
102,
263,
468,
306,
390,
357,
428,
513,
214,
193,
100,
261,
97,
80,
272,
324,
66,
427,
202,
456,
14,
304,
23,
305,
258,
602,
253,
46,
541,
54... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
1,
1,
1,
1,
1,
1,
0,
0,
0,
0,
1,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SPP1+ Macrophages | THD0011 | [
1,
0.9500000000000001,
0.9,
0.85,
0.8,
0.75,
0.7000000000000001,
0.7000000000000001,
0.65,
0.6,
0.55,
0.5,
0.45000000000000007,
0.4,
0.4,
0.35,
0.35,
0.35,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.25,
0... |
[
[
0,
0,
27.100271224975586,
0,
0,
135.50135803222656,
0,
27.100271224975586,
27.100271224975586,
54.20054244995117,
0,
0,
0,
0,
54.20054244995117,
0,
81.30081176757812,
0,
0,
108.40108489990234,
27.100271224975586,
27.1002712249... | train | aaaadjka-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadjka-1 | [
"CCL18",
"VIM",
"HMOX1",
"PLIN2",
"FCER1G",
"MARCO",
"IDH1",
"FABP4",
"HLA-DRA",
"HSPA5",
"CD68",
"IL7R",
"MRC1",
"PDIA4",
"LYZ",
"PDIA6",
"ITGB1",
"FN1",
"HAVCR2",
"ITGAX",
"AIF1",
"SOD2",
"MS4A7",
"PPARG",
"RHOA",
"PDIA3",
"SLC1A3",
"AXL",
"CD14",
"EHMT1",... | [
8,
7,
3,
6,
71,
603,
266,
442,
211,
362,
276,
202,
263,
272,
102,
294,
379,
427,
357,
428,
306,
225,
253,
305,
23,
526,
383,
448,
468,
426,
513,
52,
80,
184,
261,
303,
242,
48,
147,
97,
247,
46,
542,
556,
328,
100,
31,
438... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
0,
0,
0,
1,
1,
1,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | FABP4+ Macrophages | THD0011 | [
1,
0.9357142857142858,
0.8714285714285716,
0.8071428571428572,
0.7428571428571429,
0.7428571428571429,
0.7428571428571429,
0.6785714285714286,
0.6142857142857143,
0.55,
0.55,
0.55,
0.48571428571428577,
0.48571428571428577,
0.4214285714285715,
0.4214285714285715,
0.4214285714285715,
... |
[
[
0,
0,
0,
0,
0,
44.05286407470703,
0,
88.10572814941406,
0,
44.05286407470703,
0,
0,
0,
44.05286407470703,
220.26431274414062,
0,
0,
0,
0,
0,
0,
0,
0,
44.05286407470703,
0,
0,
0,
44.05286407470703,
4... | train | aaaadgcn-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadgcn-1 | [
"VIM",
"HLA-DRA",
"PLIN2",
"LYZ",
"MARCO",
"CTNNB1",
"HMOX1",
"CD68",
"HSPA5",
"IDH1",
"HIF1A",
"ATF4",
"PPARG",
"CD14",
"PKM",
"HLA-DQA1",
"XBP1",
"EPAS1",
"MGST1",
"ITGAX",
"RNASE1",
"GSR",
"CCL18",
"GCLM",
"MRC1",
"SLC1A3",
"FABP4",
"STAT1",
"NKX2-1",
"RH... | [
8,
7,
3,
6,
603,
263,
442,
357,
362,
151,
266,
102,
272,
276,
258,
46,
448,
80,
438,
261,
619,
193,
369,
305,
469,
247,
71,
231,
379,
513,
202,
542,
404,
468,
211,
26,
594,
602,
507,
506,
253,
123,
383,
45,
481,
147,
31,
1... | [
[
0,
1,
1,
1,
1,
1,
1,
0,
1,
1,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | FABP4+ Macrophages | THD0011 | [
1,
0.9181818181818181,
0.8363636363636363,
0.7545454545454545,
0.6727272727272727,
0.6727272727272727,
0.5909090909090909,
0.5909090909090909,
0.509090909090909,
0.42727272727272725,
0.42727272727272725,
0.42727272727272725,
0.34545454545454546,
0.34545454545454546,
0.34545454545454546,
... |
[
[
0,
0,
36.4963493347168,
0,
0,
218.97808837890625,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
72.9926986694336,
0,
0,
182.48175048828125,
0,
0,
36.4963493347168,
0,
0,
0,
0,
0,
0,
0,
0,
0,
364.963... | train | aaaadjkf-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadjkf-1 | [
"VIM",
"HLA-DRA",
"HMOX1",
"CCL18",
"LYZ",
"RHOA",
"PDIA3",
"MARCO",
"CD68",
"MRC1",
"CD14",
"IDH1",
"MS4A7",
"FCER1G",
"AIF1",
"HSPA5",
"PKM",
"PDIA4",
"AXL",
"HLA-DQA1",
"S100A8",
"CTNNB1",
"XBP1",
"HIF1A",
"PTPRC",
"HERPUD1",
"SLC1A3",
"CD4",
"SOD2",
"CD4... | [
8,
7,
3,
6,
603,
263,
266,
71,
357,
468,
426,
362,
102,
379,
80,
276,
383,
211,
23,
272,
438,
427,
52,
261,
480,
151,
619,
258,
456,
254,
513,
97,
526,
100,
481,
273,
428,
442,
536,
580,
324,
48,
410,
503,
524,
202,
193,
2... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SPP1+ Macrophages | THD0011 | [
1,
0.9181818181818181,
0.9181818181818181,
0.8363636363636363,
0.7545454545454545,
0.7545454545454545,
0.6727272727272727,
0.6727272727272727,
0.5909090909090909,
0.5909090909090909,
0.509090909090909,
0.509090909090909,
0.509090909090909,
0.509090909090909,
0.509090909090909,
0.427272... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
162.60162353515625,
0,
0,
0,
0,
81.30081176757812,
0,
162.60162353515625,
0,
0,
0,
0,
81.30081176757812,
0,
81.30081176757812,
0,
0,
0,
0,
0,
0,
0,
0,
162.... | train | aaaadjkh-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadjkh-1 | [
"VIM",
"HMOX1",
"IDH1",
"FCER1G",
"PDIA3",
"MS4A7",
"HLA-DRA",
"HSPA5",
"MARCO",
"ITGAX",
"LYZ",
"CCL18",
"ICAM1",
"HIST1H1C",
"CD68",
"HAVCR2",
"MRC1",
"CCL2",
"IL7R",
"CXCR4",
"ATG7",
"PLIN2",
"PPARG",
"CTNNB1",
"ANKRD28",
"PDIA6",
"PDIA4",
"PKM",
"CD28",
... | [
8,
7,
3,
6,
603,
266,
276,
211,
426,
383,
263,
272,
362,
305,
357,
71,
275,
260,
102,
253,
379,
72,
294,
163,
48,
442,
448,
151,
31,
428,
427,
438,
90,
532,
450,
231,
400,
193,
100,
147,
519,
249,
480,
247,
481,
531,
242,
... | [
[
0,
1,
1,
1,
1,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SPP1+ Macrophages | THD0011 | [
1,
1,
0.85,
0.7,
0.7,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
470.5882263183594,
0,
0,
0,
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 | aaaadefj-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadefj-1 | [
"HLA-DRA",
"SFTPC",
"SCGB3A2",
"XBP1",
"SFTPD",
"NAPSA",
"PGC",
"ATF4",
"MGST1",
"SFTA2",
"NKX2-1",
"HLA-DQA1",
"HYOU1",
"YAP1",
"DUOX1",
"SPCS3",
"GKN2",
"LTF",
"SSR3",
"DMBT1",
"SPCS2",
"ITGAV",
"LMAN1",
"RHOA",
"EPCAM",
"CST3",
"CTNNB1",
"EHMT1",
"PKM",
"... | [
8,
7,
3,
6,
263,
506,
489,
619,
507,
394,
433,
46,
369,
504,
404,
261,
273,
620,
180,
532,
234,
352,
541,
177,
531,
304,
346,
468,
194,
147,
151,
184,
438,
426,
100,
390,
526,
428,
308,
594,
600,
276,
272
] | [
[
0,
0,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0... | AT2 | THD0011 | [
1,
1,
1,
0.85,
0.85,
0.7,
0.5499999999999999,
0.5499999999999999,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1
] |
[
[
0,
0,
0,
104.16666412353516,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
104.16666412353516,
0,
104.16666412353516,
0,
0,
208.3333282470703,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
312.5... | train | aaaadeen-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadeen-1 | [
"VIM",
"HLA-DRA",
"HIST1H1C",
"MS4A7",
"LYZ",
"RNASE1",
"COL1A2",
"HMOX1",
"CCL21",
"IDH1",
"FCER1G",
"CD68",
"RHOA",
"SELENOS",
"MRC1",
"GPR183",
"AXL",
"STAT1",
"DCN",
"AGER",
"PKM",
"FN1",
"CD14",
"HLA-DQA1",
"HLA-DQB1",
"ITGB1",
"SLC1A3",
"PECAM1",
"XBP1",... | [
8,
7,
3,
6,
603,
263,
260,
383,
357,
469,
135,
266,
73,
276,
211,
102,
468,
494,
379,
242,
52,
542,
169,
21,
438,
225,
80,
261,
262,
306,
513,
431,
619,
258,
303,
247,
279,
46,
48,
328,
519,
411,
602,
523,
100,
147,
193,
1... | [
[
0,
1,
1,
0,
0,
1,
0,
0,
0,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
... | Macrophages | THD0011 | [
1,
0.85,
0.7,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
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,
28.16901397705078,
0,
0,
84.50704193115234,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
28.16901397705078,
0,
0,
0,
28.16901397705078,
0,
0,
28.16901397705078,
0,
0,
0,
0,
28.16901397705078,
0,
0,
... | train | aaaadjli-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadjli-1 | [
"VIM",
"IDH1",
"CCL18",
"MARCO",
"HMOX1",
"FCER1G",
"IL7R",
"RHOA",
"HLA-DRA",
"RNASE1",
"CD68",
"LYZ",
"PDIA4",
"PDIA3",
"HIF1A",
"CD44",
"MS4A7",
"MRC1",
"ITGAX",
"CTNNB1",
"SOD2",
"SPP1",
"FCGR3A",
"PLIN2",
"EPAS1",
"PKM",
"SEC11C",
"S100A8",
"OAS2",
"AIF... | [
8,
7,
3,
6,
603,
276,
71,
362,
266,
211,
294,
468,
263,
469,
102,
357,
427,
426,
258,
100,
383,
379,
305,
151,
526,
536,
214,
442,
193,
438,
490,
480,
410,
23,
306,
390,
242,
360,
273,
504,
513,
303,
304,
532,
542,
456,
619,... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SPP1+ Macrophages | THD0011 | [
1,
0.9357142857142858,
0.8714285714285716,
0.8071428571428572,
0.8071428571428572,
0.7428571428571429,
0.6785714285714286,
0.6142857142857143,
0.6142857142857143,
0.6142857142857143,
0.55,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.42142857142... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
250,
0,
0,
0,
125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
125,
125,
0,
0,
0,
125,
0,
0,
0,
0,
0,
... | train | aaaadgff-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadgff-1 | [
"VIM",
"SOD2",
"FN1",
"MARCO",
"EPAS1",
"IL7R",
"PLPP5",
"PLIN2",
"HSPA5",
"SMAD4",
"MGST1",
"PDGFRA",
"ATF4",
"COL1A2",
"SEC11C",
"SFTA2",
"CHAC1",
"COL3A1",
"CEACAM5",
"SFTPD",
"CD44",
"CD3E",
"SELENOS",
"S100A8",
"PKM",
"DCN",
"DMBT1",
"CD28",
"PDIA3",
"F... | [
8,
7,
3,
6,
603,
526,
225,
362,
193,
294,
444,
442,
272,
519,
369,
424,
46,
135,
490,
504,
122,
136,
116,
507,
100,
95,
494,
480,
438,
169,
177,
90,
426,
211,
409,
237,
253,
258,
358,
276,
348,
305,
473,
83,
310,
594,
581,
... | [
[
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | not available | THD0011 | [
1,
0.82,
0.64,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
314.46539306640625,
0,
0,
0,
0,
0,
0,
0,
0,
62.89308166503906,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
62.89308166503906,... | train | aaaadgdo-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadgdo-1 | [
"SFTPC",
"PGC",
"SFTPD",
"NAPSA",
"DUOX1",
"ATF4",
"NKX2-1",
"IDH1",
"LAMP3",
"VIM",
"NUCB2",
"KRT8",
"ICAM1",
"ITGA3",
"SOD2",
"MGST1",
"HIF1A",
"CFTR",
"TOP1",
"EPCAM",
"SPARCL1",
"HIST1H1C",
"RHOA",
"XBP1",
"STAT6",
"COL3A1",
"CD44",
"PLIN2",
"YAP1",
"PDI... | [
8,
7,
3,
6,
506,
433,
507,
394,
180,
46,
404,
276,
332,
603,
408,
328,
275,
301,
526,
369,
258,
120,
580,
194,
530,
260,
468,
619,
544,
136,
100,
442,
620,
426,
610,
177,
147,
225,
97,
113,
446,
184,
438,
400,
531,
87,
590,
... | [
[
0,
1,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.8875,
0.8875,
0.775,
0.6625,
0.55,
0.55,
0.4375,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000... |
[
[
0,
0,
0,
60.240962982177734,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
421.6867370605469,
0,
0,
0,
60.240962982177734,
0,
0,
0,
0,
0,
0,
60.240962982177734,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadgdp-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadgdp-1 | [
"SFTPD",
"DMBT1",
"NKX2-1",
"PGC",
"CD44",
"XBP1",
"ATF4",
"SFTPC",
"LAMP3",
"VIM",
"PKM",
"MGST1",
"PDIA3",
"HLA-DRA",
"IDH1",
"DUOX1",
"SOD2",
"SPCS3",
"NAPSA",
"SFTA2",
"CFTR",
"CTNNB1",
"UBE2J1",
"EPCAM",
"PDIA4",
"UCHL3",
"SPRY2",
"SCGB3A2",
"MRC1",
"IT... | [
8,
7,
3,
6,
507,
177,
404,
433,
100,
619,
46,
506,
332,
603,
438,
369,
426,
263,
276,
180,
526,
532,
394,
504,
120,
151,
594,
194,
427,
596,
537,
489,
379,
308,
442,
468,
184,
135,
258,
260,
193,
531,
225,
450,
420,
197,
60,... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
1,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9099999999999999,
0.82,
0.73,
0.73,
0.64,
0.5499999999999999,
0.45999999999999996,
0.45999999999999996,
0.37,
0.37,
0.37,
0.37,
0.37,
0.28,
0.28,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1... |
[
[
0,
93.45794677734375,
467.28973388671875,
0,
0,
0,
0,
93.45794677734375,
0,
0,
0,
0,
0,
0,
93.45794677734375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadjln-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadjln-1 | [
"EPAS1",
"PECAM1",
"SPARCL1",
"ACTA2",
"RHOA",
"FCN3",
"VIM",
"FN1",
"PDIA4",
"CD68",
"SOD2",
"HLA-DRA",
"KRT18",
"IL4R",
"IL7R",
"YAP1",
"LYZ",
"CD2",
"SPCS3",
"ITGA3",
"PDIA6",
"SNAI2",
"ATF4",
"COL1A2",
"COL3A1",
"STAT1",
"NUCB2",
"OAS2",
"OAS3",
"CTNNB1"... | [
8,
7,
3,
6,
193,
431,
530,
14,
468,
217,
603,
225,
427,
102,
526,
263,
324,
293,
294,
620,
357,
85,
532,
301,
428,
523,
46,
135,
136,
542,
408,
410,
411,
151,
454,
312,
169,
424,
426,
13,
469,
258,
26,
528,
260,
272,
266,
... | [
[
0,
0,
1,
1,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.85,
0.7,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
270.270263671875,
270.270263671875,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
90.090087890625,
180.18017578125,
0,
90.090087890625,
0,
0,
0,
0,
90.090087890625,
0,
0,
0,
0,
90.090087890625,
0,
0,
0,
... | train | aaaadeeo-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadeeo-1 | [
"EPAS1",
"VIM",
"SPARCL1",
"PECAM1",
"IL7R",
"KDR",
"ITGB1",
"HLA-DRA",
"HERPUD1",
"ZEB1",
"ACTA2",
"ACKR1",
"HIST1H1C",
"WWTR1",
"ATF4",
"HSPA5",
"COL1A1",
"FCN3",
"CTNNB1",
"RNASE1",
"RSPO3",
"SPCS2",
"MRC1",
"COL1A2",
"LUM",
"HYOU1",
"TGFB1",
"NUCB2",
"TTC1... | [
8,
7,
3,
6,
193,
603,
530,
431,
294,
312,
306,
263,
254,
621,
14,
13,
260,
618,
46,
272,
134,
217,
151,
469,
472,
531,
379,
135,
353,
273,
556,
408,
590,
468,
293,
620,
445,
600,
61,
45,
197,
527,
427,
48,
55,
225,
454,
18... | [
[
0,
1,
1,
1,
1,
0,
1,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
... | Venous | THD0011 | [
1,
0.8714285714285716,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
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,
62.11180114746094,
62.11180114746094,
0,
0,
0,
0,
0,
0,
0,
62.11180114746094,
62.11180114746094,
62.11180114746094,
0,
0,
62.11180114746094,
0,
0,
0,
62.11180114746094,
62.11180114746094,
0,
... | train | aaaaddje-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaddje-1 | [
"VIM",
"HMOX1",
"HLA-DRA",
"SPP1",
"IL7R",
"LYZ",
"PDIA3",
"SOD2",
"HERPUD1",
"RHOA",
"PKM",
"GPR183",
"FCER1G",
"ITGAX",
"MRC1",
"SEC11C",
"ICAM1",
"MARCO",
"PLIN2",
"LPAR1",
"SLC1A3",
"CD68",
"CD86",
"HIF1A",
"NUTF2",
"CCL2",
"SPCS3",
"CCL18",
"CD44",
"ITG... | [
8,
7,
3,
6,
603,
266,
263,
536,
294,
357,
426,
526,
254,
468,
438,
242,
211,
305,
379,
490,
275,
362,
442,
348,
513,
102,
109,
258,
409,
72,
532,
71,
100,
306,
66,
602,
433,
494,
431,
303,
366,
261,
48,
46,
23,
25,
408,
12... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SPP1+ Macrophages | THD0011 | [
1,
0.8875,
0.775,
0.6625,
0.55,
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,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.2125... |
[
[
0,
0,
0,
192.3076934814453,
0,
0,
0,
0,
0,
96.15384674072266,
0,
0,
0,
0,
192.3076934814453,
0,
0,
0,
96.15384674072266,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
96.15384... | train | aaaaddjl-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaddjl-1 | [
"VIM",
"SFTPD",
"PGC",
"SFTPC",
"NAPSA",
"CTNNB1",
"LAMP3",
"WWTR1",
"KRT18",
"HLA-DRA",
"CD44",
"RHOA",
"MGST1",
"LUM",
"AGER",
"ATF4",
"XBP1",
"SSR3",
"FCN3",
"SPCS3",
"CD14",
"HIST1H1C",
"LYZ",
"COL3A1",
"SPARCL1",
"NFKB1",
"SOX4",
"NKX2-1",
"SOD2",
"S100... | [
8,
7,
3,
6,
603,
507,
433,
506,
394,
151,
332,
618,
324,
263,
100,
468,
369,
353,
21,
46,
619,
541,
217,
532,
80,
260,
357,
136,
530,
400,
528,
404,
526,
481,
247,
516,
504,
254,
266,
73,
620,
147,
51,
31,
177,
169,
180,
3... | [
[
0,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.8875,
0.775,
0.6625,
0.55,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
108.6956558227539,
0,
0,
0,
0,
0,
0,
108.6956558227539,
0,
0,
0,
0,
0,
0,
0,
0,
0,
108.6956558227539,
0,
0,
0,
... | train | aaaadgej-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadgej-1 | [
"HLA-DRA",
"LYZ",
"CST3",
"VIM",
"HLA-DQA1",
"PDGFRB",
"HIST1H1C",
"PDGFRA",
"PCNA",
"HAVCR2",
"LUM",
"RHOA",
"SPARCL1",
"HIF1A",
"STAT6",
"SPCS3",
"CCL21",
"ITGB1",
"GSR",
"GPR183",
"TGFB1",
"MGST1",
"FKBP11",
"CDK1",
"CEACAM5",
"CTNNB1",
"PDIA4",
"PKM",
"PIM... | [
8,
7,
3,
6,
263,
357,
147,
603,
261,
425,
260,
424,
420,
253,
353,
468,
530,
258,
544,
532,
73,
306,
247,
242,
556,
369,
224,
114,
116,
151,
427,
438,
437,
519,
90,
619,
272,
275,
59,
50,
302
] | [
[
0,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
[
1,
0,
1,
1,
0,
0,
0... | Macrophages | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
84.03361511230469,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
84.03361511230469,
84.03361511230469,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
168.06723022460938,
... | train | aaaadjmn-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadjmn-1 | [
"VIM",
"COL3A1",
"FN1",
"IL7R",
"RHOA",
"COL1A2",
"EPAS1",
"FABP4",
"KDR",
"PPARG",
"CD3E",
"IFIT3",
"IFIT1",
"GNG11",
"MEG3",
"OAS3",
"PDIA6",
"PTGDS",
"LUM",
"CCL21",
"ZEB1",
"FAS",
"CD44",
"CTNNB1",
"OAS2",
"HSPA5",
"CXCR4",
"CD8A",
"DCN",
"SNAI2",
"TP7... | [
8,
7,
3,
6,
603,
136,
225,
294,
468,
135,
193,
202,
312,
448,
95,
280,
278,
238,
366,
411,
428,
454,
353,
73,
621,
206,
100,
151,
410,
272,
163,
110,
169,
523,
583,
584,
424,
426,
80,
516,
279,
142,
14,
519,
260,
258,
438,
... | [
[
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,... | Fibroblasts | THD0011 | [
1,
0.85,
0.7,
0.5499999999999999,
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,
0.1,
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,
75.75757598876953,
0,
0,
0,
0,
0,
0,
0,
0,
75.75757598876953,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
151.51515197753906,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | train | aaaadgeg-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadgeg-1 | [
"LYZ",
"VIM",
"FCER1G",
"S100A8",
"PECAM1",
"EPAS1",
"PKM",
"MS4A7",
"PTPRC",
"CD44",
"STAT6",
"RNASE1",
"RHOA",
"CD68",
"VEGFA",
"MRC1",
"BMPR2",
"SPCS3",
"CD14",
"FCN1",
"PDIA3",
"S100A9",
"ITGAM",
"CST3",
"HAVCR2",
"PLIN2",
"PLVAP",
"MARCO",
"ITGB1",
"CD4... | [
8,
7,
3,
6,
357,
603,
211,
480,
431,
193,
438,
383,
456,
100,
544,
469,
468,
102,
602,
379,
61,
532,
80,
216,
426,
481,
303,
147,
253,
442,
445,
362,
306,
97,
394,
408,
405,
513,
214,
390,
490,
542,
151,
294,
328,
46,
335,
... | [
[
0,
1,
1,
1,
0,
1,
0,
1,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Interstitial Macrophages | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
... |
[
[
0,
0,
0,
74.62686920166016,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
74.62686920166016,
74.62686920166016,
0,
0,
0,
0,
0,
0,
0,
0,
0,
74.62686920166016,
74.62686920166016,
0,
0,
0,
0,
0,
74.626... | train | aaaadefk-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadefk-1 | [
"VIM",
"LUM",
"FN1",
"PTGDS",
"CCN2",
"ITGB1",
"SOD2",
"MEG3",
"HMOX1",
"PLIN2",
"ICAM1",
"COL3A1",
"YAP1",
"SPARCL1",
"HIF1A",
"EPAS1",
"RHOA",
"DCN",
"CD68",
"COL1A1",
"PDGFRA",
"MS4A7",
"RTKN2",
"PECAM1",
"HIST1H1C",
"FABP4",
"PDGFRB",
"SOX9",
"FCER1G",
"... | [
8,
7,
3,
6,
603,
353,
225,
454,
76,
306,
526,
366,
266,
442,
275,
136,
620,
530,
258,
193,
468,
169,
102,
134,
424,
383,
473,
431,
260,
202,
425,
529,
211,
433,
97,
147,
255,
254,
369,
384,
231,
400,
532,
410,
151,
224,
411,... | [
[
0,
1,
1,
1,
0,
1,
1,
0,
0,
1,
1,
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,
0,
0,... | Fibroblasts | THD0011 | [
1,
0.8875,
0.775,
0.6625,
0.55,
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,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1... |
[
[
0,
0,
86.9565200805664,
86.9565200805664,
0,
0,
0,
0,
0,
0,
0,
0,
0,
86.9565200805664,
0,
0,
86.9565200805664,
0,
0,
0,
0,
0,
0,
86.9565200805664,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadgfo-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadgfo-1 | [
"VIM",
"CCL21",
"KRT8",
"RHOA",
"FABP4",
"ITGB1",
"LMAN1",
"HMOX1",
"SNAI2",
"CTNNB1",
"PTGDS",
"DMBT1",
"PKM",
"PDIA3",
"NAPSA",
"MYC",
"CD34",
"HIST1H1C",
"HYOU1",
"MRC1",
"KRT18",
"SFTPD",
"SFTA2",
"CEACAM6",
"SELENOS",
"SCGB1A1",
"CLDN5",
"RTKN2",
"IFIT3",... | [
8,
7,
3,
6,
603,
73,
328,
468,
202,
306,
346,
266,
523,
151,
454,
177,
438,
426,
394,
389,
92,
260,
273,
379,
324,
507,
504,
117,
494,
488,
126,
473,
280,
276,
275,
169,
444,
442,
272,
353,
180,
433,
431,
193,
427,
263,
526,... | [
[
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,... | Lymphatic/DCs | THD0011 | [
1,
0.82,
0.64,
0.64,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
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,
197.36842346191406,
0,
0,
0,
197.36842346191406,
65.78947448730469,
0,
0,
0,
0,
0,
328.9473876953125,
0,
0,
0,
197.36842346191406,
0,
0,
0,
0,
131.57894897460938,
0,
0,
65.78947448730469,
0,
... | train | aaaadggb-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadggb-1 | [
"SFTPD",
"LUM",
"CEACAM6",
"NKX2-1",
"ATF4",
"RTKN2",
"XBP1",
"COL1A2",
"COL3A1",
"DUOX1",
"FN1",
"HIST1H1C",
"RNASE1",
"RHOA",
"ITGA3",
"AXIN2",
"HERPUD1",
"VEGFA",
"PGC",
"AKR1C1",
"AGER",
"PDGFRA",
"HYOU1",
"SFTA2",
"NAPSA",
"BCL2L1",
"MRC1",
"PTGDS",
"PRDX... | [
8,
7,
3,
6,
507,
353,
117,
404,
46,
473,
619,
135,
136,
180,
225,
260,
469,
468,
301,
51,
254,
602,
433,
26,
21,
424,
273,
504,
394,
58,
379,
454,
450,
514,
425,
390,
515,
121,
389,
490,
426,
384,
408,
221,
438,
137,
231,
... | [
[
0,
1,
1,
1,
1,
0,
0,
1,
0,
0,
1,
1,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT1 | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
... |
[
[
0,
0,
111.11111450195312,
111.11111450195312,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
222.22222900390625,
0,
0,
0,
0,
0,
0,
0,
0,
0,
111.11111450195312,
0,
111.11111450195312,
0,
0,
0,
111.11111450195... | train | aaaadjnh-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadjnh-1 | [
"EPAS1",
"VIM",
"PECAM1",
"FCN3",
"SPARCL1",
"YAP1",
"IL7R",
"IFIT3",
"KRT18",
"ATF4",
"CST3",
"RHOA",
"ITGA3",
"ITGB1",
"IFIT1",
"CTNNB1",
"PKM",
"HLA-DRA",
"STAT1",
"SSR3",
"PDIA3",
"GNG11",
"FN1",
"CXCL13",
"NKX2-1",
"PDGFRA",
"OAS2",
"PCNA",
"RNASE1",
"I... | [
8,
7,
3,
6,
193,
603,
431,
217,
530,
620,
294,
280,
324,
46,
147,
468,
301,
306,
278,
151,
438,
263,
542,
541,
426,
238,
225,
157,
404,
424,
410,
420,
469,
276,
202,
117,
180,
68,
59,
597,
304,
61,
618,
328,
619,
14,
21
] | [
[
0,
1,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
[
1... | gCap | THD0011 | [
1,
0.85,
0.7,
0.5499999999999999,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
46.728973388671875,
0,
0,
0,
0,
0,
0,
46.728973388671875,
0,
0,
46.728973388671875,
0,
140.18692016601562,
0,
93.45794677734375,
0,
0,
0,
0,
0,
0,
46.728973388671875,
0,
0,
0,
0,
0,
0,
... | train | aaaadggl-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadggl-1 | [
"PGC",
"SFTPC",
"SFTPD",
"NAPSA",
"MGST1",
"CD44",
"DMBT1",
"VIM",
"NKX2-1",
"XBP1",
"DUOX1",
"LAMP3",
"SFTA2",
"ATF4",
"CFTR",
"HSPA5",
"EGFR",
"TOP1",
"SMAD4",
"RHOA",
"PDIA3",
"SOD2",
"HIST1H1C",
"HMOX1",
"SLC25A4",
"PRDX4",
"YAP1",
"ITGB1",
"ATG7",
"ITGA... | [
8,
7,
3,
6,
433,
506,
507,
394,
369,
100,
177,
603,
404,
619,
180,
332,
504,
46,
120,
272,
182,
580,
519,
468,
426,
526,
260,
266,
515,
450,
620,
306,
48,
301,
444,
481,
312,
514,
247,
258,
427,
324,
147,
293,
31,
490,
304,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9099999999999999,
0.82,
0.73,
0.64,
0.64,
0.64,
0.5499999999999999,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
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,
0.19,
0.1,
... |
[
[
0,
108.6956558227539,
217.3913116455078,
0,
0,
0,
108.6956558227539,
0,
0,
0,
0,
0,
0,
0,
217.3913116455078,
0,
0,
0,
217.3913116455078,
217.3913116455078,
0,
0,
0,
0,
0,
0,
108.6956558227539,
0,
10... | train | aaaadgnp-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadgnp-1 | [
"EPAS1",
"VIM",
"SPARCL1",
"FN1",
"IFIT1",
"STAT1",
"IFIT2",
"COL3A1",
"AXIN2",
"CTNNB1",
"HIST1H1C",
"AXL",
"ATF4",
"COL1A1",
"PECAM1",
"ACTA2",
"OAS3",
"PDIA6",
"CST3",
"WWTR1",
"DCN",
"FGF2",
"TOP1",
"RNASE1",
"HSPA5",
"RHOA",
"PRDX4",
"IGLL1",
"YAP1",
"I... | [
8,
7,
3,
6,
193,
603,
530,
225,
278,
542,
279,
136,
51,
151,
260,
52,
46,
134,
431,
14,
411,
428,
147,
618,
169,
220,
580,
469,
272,
468,
450,
284,
620,
300,
306,
445,
309,
324,
410,
280,
294,
621,
66,
13,
25,
61
] | [
[
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
[
1,
0... | gCap | THD0011 | [
1,
0.85,
0.7,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
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,
92.59259033203125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
92.59259033203125,
370.370361328125,
0,
0,
0,
92.59259033203125,
92.59259033203125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadgpd-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadgpd-1 | [
"VIM",
"PTGDS",
"LUM",
"FN1",
"DCN",
"COL1A2",
"ATF4",
"STAT1",
"COL3A1",
"SNAI2",
"PDGFRB",
"PDGFRA",
"SOD2",
"LPAR1",
"OAS3",
"CCN2",
"COL1A1",
"HIST1H1C",
"OAS2",
"IFIT3",
"HIF1A",
"NOX4",
"SELENOS",
"SOX4",
"HERPUD1",
"CD2",
"NUTF2",
"ICAM1",
"CSPG4",
"X... | [
8,
7,
3,
6,
603,
454,
353,
225,
169,
135,
46,
542,
136,
523,
425,
424,
526,
348,
411,
76,
134,
260,
410,
280,
258,
405,
494,
528,
254,
85,
409,
275,
146,
619,
14,
426,
448,
279,
45,
197,
51,
52,
524,
206,
147,
306,
532
] | [
[
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
],
[
1... | Fibroblasts | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0... |
[
[
0,
0,
87.71929931640625,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
350.877197265625,
0,
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 | aaaadgpn-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadgpn-1 | [
"PGC",
"SFTPD",
"SFTPC",
"DUOX1",
"NAPSA",
"DMBT1",
"RHOA",
"ATF4",
"EPCAM",
"NKX2-1",
"CD44",
"MGST1",
"PECAM1",
"CFTR",
"HLA-DRA",
"LAMP3",
"ITGB1",
"XBP1",
"VIM",
"SFTA2",
"NFKB1",
"COL1A2",
"HERPUD1",
"SMAD4",
"FN1",
"GKN2",
"HIST1H1C",
"CRELD2",
"ERLEC1",... | [
8,
7,
3,
6,
433,
507,
506,
180,
394,
177,
468,
46,
194,
404,
100,
369,
431,
120,
263,
332,
306,
619,
603,
504,
400,
135,
254,
519,
225,
234,
260,
144,
197,
151,
602,
193,
324,
14,
328,
428,
427,
597,
610,
278,
224,
426
] | [
[
0,
1,
1,
1,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
[
1,
0... | AT2 | THD0011 | [
1,
0.8875,
0.775,
0.6625,
0.55,
0.55,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
30.21148109436035,
0,
0,
151.05740356445312,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
30.21148109436035,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
604.2296142578125,
120.8459243774... | train | aaaadjjf-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadjjf-1 | [
"VIM",
"HLA-DRA",
"CCL18",
"HMOX1",
"PDIA3",
"IDH1",
"PLIN2",
"HSPA5",
"MS4A7",
"LYZ",
"FCER1G",
"HAVCR2",
"HIF1A",
"PKM",
"MRC1",
"PDIA4",
"PDIA6",
"FCGR3A",
"CD44",
"CD68",
"SOD2",
"AIF1",
"MARCO",
"HYOU1",
"SPCS3",
"ITGAX",
"SEC11C",
"XBP1",
"CCL2",
"CD4"... | [
8,
7,
3,
6,
603,
263,
71,
266,
426,
276,
442,
272,
383,
357,
211,
253,
258,
438,
379,
427,
428,
214,
100,
102,
526,
23,
362,
273,
532,
305,
490,
619,
72,
97,
468,
544,
151,
481,
294,
390,
247,
336,
494,
306,
480,
360,
536,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
0,
0,
0,
1,
1,
0,
0,
0,
1,
0,
0,
0,
0,
1,
1,
0,
1,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SPP1+ Macrophages | THD0011 | [
1,
0.9400000000000001,
0.88,
0.8200000000000001,
0.76,
0.7000000000000001,
0.64,
0.5800000000000001,
0.52,
0.4600000000000001,
0.4600000000000001,
0.4,
0.4,
0.34,
0.34,
0.34,
0.34,
0.34,
0.34,
0.34,
0.34,
0.34,
0.34,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.220... |
[
[
0,
0,
0,
0,
0,
188.6792449951172,
0,
62.89308166503906,
0,
0,
0,
0,
0,
0,
0,
0,
62.89308166503906,
0,
0,
0,
0,
62.89308166503906,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
377.3584899902344,
... | train | aaaadjjg-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadjjg-1 | [
"VIM",
"HMOX1",
"HLA-DRA",
"MARCO",
"CCL18",
"IDH1",
"MRC1",
"PDIA3",
"PDIA6",
"PKM",
"HSPA5",
"FCER1G",
"CD68",
"RNASE1",
"S100A9",
"RHOA",
"ITGAX",
"AIF1",
"IFIT3",
"NUCB2",
"SOD2",
"HIF1A",
"SPP1",
"PCNA",
"PECAM1",
"CCL2",
"MYDGF",
"IL7R",
"CD4",
"SOX9",... | [
8,
7,
3,
6,
603,
266,
263,
362,
71,
276,
379,
426,
428,
438,
272,
211,
102,
469,
481,
468,
305,
23,
280,
408,
526,
258,
536,
420,
431,
72,
390,
294,
97,
529,
483,
596,
427,
253,
48,
597,
357,
26,
242,
114,
303,
324,
146,
4... | [
[
0,
1,
1,
1,
1,
1,
1,
0,
0,
1,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
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,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.2... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
74.62686920166016,
0,
0,
149.2537384033203,
0,
0,
74.62686920166016,
0,
0,
0,
0,
0,
0,
0,
0,
149.2537384033203,
0,
0,
0,
447.76123046875,
0... | train | aaaadjjh-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadjjh-1 | [
"VIM",
"MARCO",
"HLA-DRA",
"PLIN2",
"CCL18",
"CD68",
"LYZ",
"HMOX1",
"IL7R",
"MS4A7",
"MRC1",
"PPARG",
"ITGAX",
"HIF1A",
"FABP4",
"IFIT3",
"SMAD4",
"HLA-DQA1",
"CDH26",
"HERPUD1",
"PKM",
"IDH1",
"ATG7",
"CD4",
"ITGB1",
"C1QC",
"HSPA5",
"GSR",
"COL15A1",
"COL... | [
8,
7,
3,
6,
603,
362,
263,
442,
71,
102,
357,
266,
294,
383,
379,
448,
305,
258,
202,
280,
519,
261,
113,
254,
438,
276,
48,
97,
306,
66,
272,
247,
133,
136,
253,
220,
100,
109,
142,
273,
408,
389,
481,
595,
45,
328,
52,
1... | [
[
0,
1,
1,
0,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | FABP4+ Macrophages | THD0011 | [
1,
0.8875,
0.775,
0.6625,
0.6625,
0.6625,
0.55,
0.4375,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.2125000... |
[
[
0,
0,
0,
0,
0,
229.8850555419922,
0,
114.9425277709961,
0,
0,
0,
0,
0,
0,
0,
0,
114.9425277709961,
0,
0,
0,
0,
114.9425277709961,
0,
114.9425277709961,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadkfc-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadkfc-1 | [
"VIM",
"LYZ",
"LUM",
"FCGR3A",
"EPAS1",
"RHOA",
"FN1",
"FCN1",
"CST3",
"CD44",
"FCER1G",
"PDIA6",
"IL1B",
"ITGAM",
"AIF1",
"PLIN2",
"MARCO",
"HIF1A",
"HIST1H1C",
"SLC25A37",
"HLA-DRA",
"STAT6",
"SLC1A3",
"HERPUD1",
"ZEB1",
"SELENOS",
"NAPSA",
"RNASE1",
"NUTF2"... | [
8,
7,
3,
6,
603,
357,
353,
214,
193,
468,
225,
216,
147,
100,
211,
428,
288,
303,
23,
442,
362,
258,
260,
514,
263,
544,
513,
254,
621,
494,
394,
469,
409,
151,
410,
456,
454,
163,
169,
438,
184,
504,
79,
526,
266,
618,
306,... | [
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Interstitial Macrophages | THD0011 | [
1,
0.82,
0.64,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
79.36508178710938,
0,
0,
238.09524536132812,
0,
0,
0,
0,
0,
0,
0,
39.68254089355469,
119.04762268066406,
39.68254089355469,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1071... | train | aaaadjjm-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadjjm-1 | [
"VIM",
"CCL18",
"HLA-DRA",
"FCER1G",
"MRC1",
"HMOX1",
"IDH1",
"CD44",
"PDIA3",
"PDIA6",
"IL7R",
"AIF1",
"PDIA4",
"PLIN2",
"RNASE1",
"CD68",
"HSPA5",
"MARCO",
"XBP1",
"FCGR3A",
"RHOA",
"MS4A7",
"HAVCR2",
"SOD2",
"LYZ",
"ITGAX",
"ITGAM",
"ATF4",
"LGALS1",
"GPR... | [
8,
7,
3,
6,
603,
71,
263,
211,
379,
266,
276,
100,
426,
428,
294,
23,
427,
442,
469,
102,
272,
362,
619,
214,
468,
383,
253,
526,
357,
305,
303,
46,
336,
242,
438,
184,
80,
14,
275,
254,
103,
524,
47,
519,
302,
304,
151,
5... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SPP1+ Macrophages | THD0011 | [
1,
0.9249999999999999,
0.85,
0.7749999999999999,
0.7,
0.7,
0.7,
0.625,
0.5499999999999999,
0.5499999999999999,
0.475,
0.475,
0.4,
0.4,
0.4,
0.4,
0.32499999999999996,
0.32499999999999996,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.175,
0.17... |
[
[
0,
0,
0,
0,
0,
366.4921569824219,
0,
0,
0,
0,
0,
0,
0,
0,
104.71204376220703,
0,
104.71204376220703,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
523.5602416992188,
52.3560218811... | train | aaaadgfg-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadgfg-1 | [
"VIM",
"IDH1",
"CCL18",
"MARCO",
"HMOX1",
"LYZ",
"AIF1",
"HLA-DRA",
"PKM",
"S100A9",
"MS4A7",
"FCER1G",
"PDIA3",
"RNASE1",
"HSPA5",
"MRC1",
"IL2RA",
"LGALS1",
"CTNNB1",
"PLIN2",
"CD44",
"ITGAX",
"PDIA4",
"S100A8",
"ATG7",
"GPR183",
"ITGB1",
"LUM",
"PPARG",
"... | [
8,
7,
3,
6,
603,
276,
71,
362,
266,
357,
23,
263,
438,
481,
383,
211,
426,
469,
272,
379,
290,
336,
151,
442,
100,
305,
427,
480,
48,
242,
306,
353,
448,
46,
102,
258,
97,
191,
468,
254,
221,
586,
225,
109,
507,
247,
117,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Macrophages | THD0011 | [
1,
0.9099999999999999,
0.82,
0.73,
0.73,
0.64,
0.5499999999999999,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
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,
0.19,
0.19,
0.19,
0.19,
... |
[
[
0,
0,
0,
0,
0,
203.04568481445312,
0,
0,
0,
50.76142120361328,
0,
0,
0,
0,
0,
0,
50.76142120361328,
0,
0,
0,
0,
0,
50.76142120361328,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1116.751220703125,
... | train | aaaadjjk-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadjjk-1 | [
"VIM",
"CCL18",
"HMOX1",
"PLIN2",
"LYZ",
"IDH1",
"RNASE1",
"HLA-DRA",
"MS4A7",
"CCL2",
"CD68",
"PDIA4",
"IL7R",
"RHOA",
"AIF1",
"CTNNB1",
"FCER1G",
"PKM",
"MRC1",
"HAVCR2",
"MARCO",
"PDIA3",
"XBP1",
"PDIA6",
"HIF1A",
"FCGR3A",
"ITGB1",
"CD14",
"CD44",
"ICAM1... | [
8,
7,
3,
6,
603,
71,
266,
442,
357,
276,
469,
263,
383,
72,
102,
427,
294,
468,
23,
151,
211,
438,
379,
253,
362,
426,
619,
428,
258,
214,
306,
80,
100,
275,
272,
529,
526,
324,
242,
31,
490,
532,
390,
480,
147,
304,
197,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
1,
1,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SPP1+ Macrophages | THD0011 | [
1,
0.9099999999999999,
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,
0.37,
0.37,
0.37,
0.37,
0.28,
0.28,
0.28,
0.28,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
... |
[
[
0,
0,
0,
0,
0,
263.15789794921875,
0,
0,
0,
0,
0,
0,
0,
52.6315803527832,
157.89474487304688,
0,
0,
0,
0,
0,
0,
0,
0,
52.6315803527832,
0,
0,
0,
0,
0,
0,
0,
0,
315.78948974609375,
... | train | aaaadjjo-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadjjo-1 | [
"VIM",
"IDH1",
"RHOA",
"HMOX1",
"MRC1",
"MS4A7",
"HLA-DRA",
"CCL18",
"HYOU1",
"RNASE1",
"AIF1",
"HSPA5",
"PLIN2",
"FCER1G",
"HERPUD1",
"NUCB2",
"CTNNB1",
"IL7R",
"LYZ",
"ATF4",
"HIF1A",
"ITGAX",
"PTPRC",
"XBP1",
"HAVCR2",
"MARCO",
"MMP10",
"SELENOS",
"CD68",
... | [
8,
7,
3,
6,
603,
276,
468,
266,
379,
383,
263,
71,
273,
469,
23,
272,
442,
211,
254,
408,
151,
294,
357,
46,
258,
305,
456,
619,
253,
362,
372,
494,
102,
532,
431,
193,
303,
306,
147,
480,
517,
490,
473,
519,
226,
438,
428,
... | [
[
0,
1,
1,
1,
1,
1,
1,
0,
1,
1,
0,
0,
0,
0,
0,
1,
0,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SPP1+ Macrophages | THD0011 | [
1,
0.9181818181818181,
0.8363636363636363,
0.7545454545454545,
0.6727272727272727,
0.6727272727272727,
0.5909090909090909,
0.509090909090909,
0.42727272727272725,
0.42727272727272725,
0.42727272727272725,
0.42727272727272725,
0.34545454545454546,
0.34545454545454546,
0.26363636363636367,... |
[
[
0,
0,
107.5268783569336,
0,
0,
215.0537567138672,
0,
0,
0,
0,
0,
0,
0,
0,
107.5268783569336,
0,
0,
0,
0,
53.7634391784668,
0,
0,
53.7634391784668,
0,
0,
53.7634391784668,
0,
0,
0,
0,
0,
... | train | aaaadjkd-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadjkd-1 | [
"HMOX1",
"VIM",
"IDH1",
"HLA-DRA",
"CCL18",
"CCL2",
"MRC1",
"RHOA",
"PKM",
"PLIN2",
"AIF1",
"MARCO",
"HSPA5",
"NUTF2",
"LYZ",
"S100A9",
"RNASE1",
"S100A8",
"CD68",
"KRT18",
"MS4A7",
"CD14",
"SPCS2",
"UCHL3",
"FCER1G",
"ATF4",
"ACTA2",
"SPCS3",
"MCEMP1",
"HLA... | [
8,
7,
3,
6,
266,
603,
276,
263,
71,
72,
379,
468,
438,
442,
23,
362,
272,
409,
357,
481,
469,
480,
102,
324,
383,
80,
531,
596,
211,
46,
14,
532,
363,
261,
103,
257,
427,
294,
254,
253,
514,
494,
94,
151,
473,
316,
171,
41... | [
[
0,
1,
1,
1,
0,
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,... | SPP1+ Macrophages | THD0011 | [
1,
0.9099999999999999,
0.82,
0.73,
0.73,
0.64,
0.5499999999999999,
0.45999999999999996,
0.45999999999999996,
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... |
[
[
0,
0,
166.6666717529297,
83.33333587646484,
83.33333587646484,
0,
0,
83.33333587646484,
0,
0,
0,
0,
0,
0,
0,
83.33333587646484,
0,
0,
83.33333587646484,
0,
0,
0,
0,
83.33333587646484,
0,
0,
0,
0,
0,... | train | aaaadgda-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadgda-1 | [
"HIST1H1C",
"KRT18",
"RTKN2",
"RHOA",
"VIM",
"KRT8",
"SFTPD",
"CTNNB1",
"ICAM1",
"NKX2-1",
"SFTA2",
"SPRY2",
"SELENOS",
"SOX4",
"EPCAM",
"ACTA2",
"XBP1",
"ITGB1",
"HEY1",
"PDIA3",
"MGST1",
"HIF1A",
"SPCS2",
"SLC25A4",
"GSR",
"CEACAM6",
"MEG3",
"CD44",
"MYDGF",... | [
8,
7,
3,
6,
260,
324,
473,
468,
603,
328,
507,
151,
275,
404,
504,
537,
494,
528,
194,
14,
619,
306,
257,
426,
369,
258,
531,
515,
247,
117,
366,
100,
390,
193,
433,
184,
182,
180,
438,
490,
420,
408,
472,
263,
400,
143,
394... | [
[
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,... | AT1 | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.7428571428571429,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.... |
[
[
0,
0,
76.33587646484375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
152.6717529296875,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
76.33587646484375,
0,
0,
0,
381... | train | aaaadefg-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadefg-1 | [
"VIM",
"FN1",
"PTGDS",
"DCN",
"COL3A1",
"COL1A1",
"CCN2",
"PDGFRA",
"OAS2",
"MEG3",
"SPARCL1",
"ZEB1",
"GSR",
"IFIT3",
"COL1A2",
"SNAI2",
"ATF4",
"EGFR",
"STAT1",
"CST3",
"OAS3",
"SOD2",
"RSPO3",
"CSPG4",
"IRF1",
"ITGB1",
"CLDN5",
"CD68",
"SMAD4",
"YAP1",
... | [
8,
7,
3,
6,
603,
225,
454,
169,
136,
134,
76,
424,
410,
366,
530,
621,
247,
280,
135,
523,
46,
182,
542,
147,
411,
526,
472,
146,
296,
306,
126,
102,
519,
620,
469,
263,
353,
428,
193,
426,
425,
278,
400,
389,
348,
266,
258,... | [
[
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,... | Fibroblasts | THD0011 | [
1,
0.8875,
0.775,
0.775,
0.6625,
0.55,
0.55,
0.4375,
0.4375,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
0,
84.74576568603516,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
169.4915313720703,
0,
0,
0,
0,
0,
254.2373046875,
0,
0,
0,
0,
0,
84.74576568603516,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadhca-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadhca-1 | [
"RTKN2",
"PGC",
"SFTPD",
"DUOX1",
"ICAM1",
"NKX2-1",
"RHOA",
"MSLN",
"CST3",
"SOD2",
"CD44",
"NAPSA",
"BANK1",
"FN1",
"EGFR",
"VEGFA",
"OAS2",
"IFIT3",
"TOP1",
"RNASE1",
"HYOU1",
"IDH1",
"UQCRHL",
"ITGA3",
"STAT6",
"KRT8",
"PDIA3",
"YAP1",
"COL1A1",
"KRT18",... | [
8,
7,
3,
6,
473,
433,
507,
180,
275,
404,
468,
384,
147,
526,
100,
394,
54,
225,
182,
602,
410,
280,
580,
469,
273,
276,
600,
301,
544,
328,
426,
620,
134,
324,
46,
332,
272,
488,
157,
254,
110,
193,
515,
238,
409,
557,
556,... | [
[
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT1 | THD0011 | [
1,
0.85,
0.85,
0.7,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
91.74311828613281,
0,
0,
0,
0,
0,
0,
0,
0,
183.48623657226562,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
825.6880493164062,... | train | aaaadgha-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadgha-1 | [
"VIM",
"FN1",
"CCN2",
"LUM",
"PGC",
"SFTPC",
"PTGDS",
"YAP1",
"FAS",
"PDGFRA",
"DCN",
"AXIN2",
"ITGB1",
"EPAS1",
"SOX9",
"EGFR",
"GSR",
"SOD2",
"GKN2",
"SFTPD",
"SPARCL1",
"SPCS3",
"MYDGF",
"FGF7",
"RNASE1",
"S100A7",
"COL1A2",
"COL3A1",
"RHOA",
"CSPG4",
"... | [
8,
7,
3,
6,
603,
225,
76,
353,
433,
506,
454,
620,
206,
424,
169,
51,
306,
193,
529,
182,
247,
526,
234,
507,
530,
532,
390,
221,
469,
479,
135,
136,
468,
146,
151,
202,
420,
425,
426,
177,
431,
394,
358,
524,
260,
619,
310,... | [
[
0,
0,
0,
1,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Fibroblasts | THD0011 | [
1,
0.8875,
0.775,
0.6625,
0.55,
0.55,
0.55,
0.55,
0.4375,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,... |
[
[
0,
0,
0,
0,
0,
99.00990295410156,
0,
99.00990295410156,
0,
0,
0,
0,
0,
0,
99.00990295410156,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
99.00990295410156,
0,
0,
0,
0,
0,
0,
0,
0,
0... | train | aaaadgca-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadgca-1 | [
"PGC",
"SFTPD",
"VIM",
"FN1",
"SOD2",
"NAPSA",
"DMBT1",
"CD44",
"PDIA3",
"COL1A2",
"COL1A1",
"PDIA6",
"ITGB1",
"S100A8",
"ITGAX",
"SFTA2",
"PDIA4",
"LYZ",
"EPAS1",
"PDGFRB",
"SFTPC",
"HERPUD1",
"MGST1",
"SLC25A4",
"MAL",
"CDK1",
"HAS2",
"CD68",
"PKM",
"COL3A... | [
8,
7,
3,
6,
433,
507,
603,
225,
526,
394,
177,
100,
426,
135,
134,
428,
306,
480,
305,
504,
427,
357,
193,
425,
506,
254,
369,
515,
358,
114,
252,
102,
438,
136,
481,
353,
147,
400,
469,
468,
456,
454,
405,
444,
494,
263,
42... | [
[
0,
0,
1,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Interstitial Macrophages | 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,
0,
90.90908813476562,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
90.90908813476562,
0,
0,
90.90908813476562,
0,
0,
0,
0,
0,
181.81817626953125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadkde-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadkde-1 | [
"PGC",
"SFTPD",
"DMBT1",
"NAPSA",
"HLA-DRA",
"VIM",
"SFTA2",
"KRT18",
"SFTPC",
"HSPA5",
"RHOA",
"PDIA3",
"FN1",
"CD44",
"DUOX1",
"BCL2L1",
"HIST1H1C",
"LUM",
"SPCS3",
"HERPUD1",
"SPARCL1",
"MFAP5",
"MGST1",
"SLC1A3",
"PLIN2",
"PKM",
"SELENOS",
"CHAC1",
"CD14",... | [
8,
7,
3,
6,
433,
507,
177,
394,
263,
603,
504,
324,
506,
272,
468,
426,
225,
100,
180,
58,
260,
353,
532,
254,
530,
368,
369,
513,
442,
438,
494,
122,
80,
178,
400,
404,
147,
197,
306,
448,
182,
454,
526,
76,
619,
618,
21,
... | [
[
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,... | AT2 | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0... |
[
[
0,
0,
0,
0,
0,
170.94017028808594,
0,
0,
0,
0,
0,
0,
0,
85.47008514404297,
170.94017028808594,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
427.3504333496094,
85.4700851440... | train | aaaadjki-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadjki-1 | [
"VIM",
"HMOX1",
"IDH1",
"CCL18",
"CD68",
"HLA-DRA",
"HSPA5",
"KRT8",
"MRC1",
"MARCO",
"XBP1",
"HLA-DQA1",
"PCNA",
"CD14",
"FCER1G",
"SOD2",
"RHOA",
"MYDGF",
"AIF1",
"ITGAM",
"VEGFA",
"EPAS1",
"ATF4",
"PKM",
"SPCS3",
"CD52",
"PDIA6",
"HLA-DQB1",
"HAVCR2",
"NU... | [
8,
7,
3,
6,
603,
266,
276,
71,
102,
263,
272,
328,
379,
362,
619,
261,
420,
80,
211,
526,
468,
390,
23,
303,
602,
193,
46,
438,
532,
101,
428,
262,
253,
409,
541,
214,
357,
405,
72,
580,
100,
411,
147,
469,
336,
335,
202,
... | [
[
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,
0,
0,
0,
0,... | SPP1+ Macrophages | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.6142857142857143,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
120.48192596435547,
0,
0,
0,
120.48192596435547,
0,
0,
0,
0,
240.96385192871094,
0,
0,
0,
0,
0,
0,
0,
0,
120.48192596435547,
0,
... | train | aaaadgfc-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadgfc-1 | [
"VIM",
"LYZ",
"RHOA",
"MRC1",
"HLA-DRA",
"CD68",
"VEGFA",
"MEG3",
"HIF1A",
"CD14",
"IDH1",
"BCL2L11",
"PECAM1",
"IL4R",
"HLA-DQA1",
"HAVCR2",
"PDIA6",
"MARCO",
"CD44",
"ITGAM",
"CD79B",
"SLC1A3",
"ITGAX",
"CCR7",
"FN1",
"MYC",
"MYDGF",
"FCER1G",
"RNASE1",
"I... | [
8,
7,
3,
6,
603,
357,
468,
379,
263,
102,
602,
366,
258,
80,
276,
59,
431,
293,
261,
253,
428,
362,
100,
303,
106,
513,
305,
79,
225,
389,
390,
211,
469,
306,
456,
454,
442,
427,
383,
544,
242,
294,
594,
280,
586,
52,
278,
... | [
[
0,
0,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Macrophages | THD0011 | [
1,
0.775,
0.775,
0.775,
0.775,
0.55,
0.55,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.... |
[
[
0,
0,
63.2911376953125,
0,
0,
63.2911376953125,
0,
0,
0,
0,
0,
0,
0,
63.2911376953125,
0,
0,
63.2911376953125,
0,
0,
0,
0,
0,
0,
63.2911376953125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaddjk-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaddjk-1 | [
"SFTPD",
"DMBT1",
"VIM",
"CD44",
"HMOX1",
"NAPSA",
"SFTPC",
"HLA-DRA",
"MGST1",
"RHOA",
"HSPA5",
"PGC",
"PLIN2",
"DUOX1",
"HERPUD1",
"FN1",
"MRC1",
"MARCO",
"LUM",
"SPCS3",
"XBP1",
"PKM",
"COL4A3",
"SPARCL1",
"EPAS1",
"MANF",
"PDIA6",
"PCNA",
"NUCB2",
"SOD2"... | [
8,
7,
3,
6,
507,
177,
603,
100,
266,
394,
506,
263,
369,
468,
272,
433,
442,
180,
254,
225,
379,
362,
353,
532,
619,
438,
137,
530,
193,
360,
428,
420,
408,
526,
427,
404,
102,
151,
247,
469,
147,
504,
220,
120,
490,
390,
53... | [
[
0,
1,
1,
1,
1,
0,
0,
1,
1,
0,
1,
1,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
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,
0.4,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0... |
[
[
0,
0,
87.71929931640625,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
175.4385986328125,
0,
0,
0,
0,
87.71929931640625,
0,
87.71929931640625,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
175.43859863281... | train | aaaadefl-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadefl-1 | [
"VIM",
"RNASE1",
"DCN",
"MS4A7",
"RHOA",
"FCER1G",
"MRC1",
"CST3",
"IDH1",
"HIST1H1C",
"CD14",
"HMOX1",
"PTGDS",
"COL3A1",
"GPR183",
"SLC1A3",
"LUM",
"HLA-DRA",
"CCL2",
"YAP1",
"ATF4",
"PDIA3",
"ITGB1",
"ITGAM",
"SMAD4",
"STAT1",
"FABP4",
"ITGAV",
"HIF1A",
"... | [
8,
7,
3,
6,
603,
469,
169,
383,
468,
211,
379,
147,
276,
260,
80,
266,
454,
136,
242,
513,
353,
263,
72,
620,
46,
426,
306,
303,
519,
542,
202,
304,
258,
442,
254,
438,
481,
193,
14,
100,
523,
102,
247,
427,
52,
231,
409,
... | [
[
0,
1,
1,
1,
0,
0,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Macrophages | THD0011 | [
1,
0.85,
0.7,
0.7,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.... |
[
[
0,
0,
0,
0,
54.054054260253906,
0,
0,
0,
0,
0,
0,
0,
0,
0,
324.3243408203125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
54.054054260253906,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0... | train | aaaadhal-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadhal-1 | [
"SFTPC",
"PGC",
"SFTPD",
"CD44",
"XBP1",
"LAMP3",
"ATF4",
"NAPSA",
"MGST1",
"NKX2-1",
"YAP1",
"DUOX1",
"HERPUD1",
"SFTA2",
"GKN2",
"HIST1H1C",
"HLA-DRA",
"DMBT1",
"HIF1A",
"STAT6",
"HLA-DQB1",
"PKM",
"HMOX1",
"COL1A2",
"VEGFA",
"KRT8",
"HMGA1",
"COL1A1",
"CPA3... | [
8,
7,
3,
6,
506,
433,
507,
100,
619,
332,
46,
394,
369,
404,
620,
180,
254,
504,
234,
260,
263,
177,
258,
544,
262,
438,
266,
135,
602,
328,
264,
134,
142,
143,
90,
120,
526,
95,
96,
494,
473,
390,
227,
519,
515,
517,
468,
... | [
[
0,
1,
1,
1,
1,
0,
1,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9099999999999999,
0.82,
0.73,
0.64,
0.64,
0.5499999999999999,
0.5499999999999999,
0.45999999999999996,
0.45999999999999996,
0.37,
0.37,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
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,
0,
0,
0,
0,
0,
0,
60.240962982177734,
0,
0,
0,
0,
0,
0,
481.9277038574219,
0,
0,
60.240962982177734,
0,
0,
0,
0,
0,
60.240962982177734,
0,
0,
60.240962982177734,
0,
0,
0,
240.963851928710... | train | aaaadelo-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadelo-1 | [
"PGC",
"EPAS1",
"SFTPD",
"SCGB3A2",
"ATF4",
"VIM",
"MGST1",
"LAMP3",
"SFTPC",
"DMBT1",
"CA4",
"XBP1",
"NAPSA",
"RHOA",
"SMAD4",
"CD44",
"ITGB1",
"HEY1",
"STAT6",
"HIF1A",
"SLC25A4",
"FN1",
"YAP1",
"WWTR1",
"NUTF2",
"WFDC2",
"NUCB2",
"COL3A1",
"PDIA4",
"SPARC... | [
8,
7,
3,
6,
433,
193,
507,
489,
46,
603,
369,
332,
506,
177,
68,
619,
394,
468,
519,
100,
306,
257,
544,
258,
515,
225,
620,
618,
409,
610,
408,
136,
427,
530,
254,
428,
426,
366,
387,
182,
401,
438,
411,
450,
504,
117,
234,... | [
[
0,
1,
1,
1,
1,
1,
1,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.9099999999999999,
0.9099999999999999,
0.82,
0.73,
0.64,
0.5499999999999999,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.37,
0.37,
0.37,
0.28,
0.28,
0.28,
0.28,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.1,
0.1,
0.1,
0.1... |
[
[
0,
0,
0,
65.78947448730469,
65.78947448730469,
0,
0,
197.36842346191406,
65.78947448730469,
0,
0,
0,
0,
0,
197.36842346191406,
131.57894897460938,
0,
0,
65.78947448730469,
0,
131.57894897460938,
0,
0,
65.78947448730469... | train | aaaademf-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaademf-1 | [
"HMOX1",
"RTKN2",
"CEACAM6",
"PGC",
"SFTPD",
"ICAM1",
"EPAS1",
"GCLM",
"ITGA3",
"VEGFA",
"HERPUD1",
"DUOX1",
"FN1",
"NAPSA",
"AKR1C1",
"IDH1",
"KRT18",
"PDIA3",
"GSR",
"VIM",
"ATF4",
"PKM",
"RHOA",
"BANK1",
"RNASE1",
"ATF6",
"NUTF2",
"KRT8",
"COL4A3",
"XBP1"... | [
8,
7,
3,
6,
266,
473,
117,
433,
507,
275,
193,
231,
301,
602,
254,
180,
225,
394,
26,
276,
324,
426,
247,
603,
46,
438,
468,
54,
469,
47,
409,
328,
137,
619,
308,
542,
177,
519,
100,
517,
514,
404,
197,
182,
390,
227,
135,
... | [
[
0,
1,
1,
1,
1,
0,
1,
1,
1,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT1 | THD0011 | [
1,
0.8875,
0.8875,
0.775,
0.6625,
0.55,
0.55,
0.4375,
0.4375,
0.4375,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
46.082950592041016,
0,
0,
0,
0,
0,
0,
0,
0,
46.082950592041016,
0,
0,
0,
46.082950592041016,
46.082950592041016,
0,
0,
46.082950592041016,
0,
0,
0,
46.082950592041... | train | aaaaddng-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaddng-1 | [
"PGC",
"SFTPC",
"SFTPD",
"DMBT1",
"NAPSA",
"EPAS1",
"SOD2",
"XBP1",
"HLA-DRA",
"CD44",
"HYOU1",
"SPCS2",
"PDIA6",
"YAP1",
"VIM",
"PDGFRB",
"SAA2",
"HSPA5",
"MANF",
"SFTA2",
"SEC11C",
"SPCS3",
"ICAM1",
"HERPUD1",
"HIST1H1C",
"PDIA4",
"PECAM1",
"RHOA",
"KRT18",
... | [
8,
7,
3,
6,
433,
506,
507,
177,
394,
193,
526,
619,
263,
100,
273,
531,
428,
620,
603,
425,
483,
272,
360,
504,
490,
532,
275,
254,
260,
427,
431,
468,
324,
151,
306,
438,
594,
602,
180,
258,
211,
257,
182,
519,
469,
369,
11... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9249999999999999,
0.85,
0.7749999999999999,
0.7,
0.625,
0.625,
0.5499999999999999,
0.475,
0.475,
0.4,
0.32499999999999996,
0.32499999999999996,
0.32499999999999996,
0.25,
0.175,
0.175,
0.175,
0.175,
0.175,
0.175,
0.175,
0.175,
0.175,
0.175,
0.175,
0.175,
0.... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
240.96385192871094,
0,
0,
0,
0,
0,
0,
120.48192596435547,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaddnh-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaddnh-1 | [
"SFTPC",
"PGC",
"SFTPD",
"DMBT1",
"SOD2",
"XBP1",
"HLA-DRA",
"HIST1H1C",
"RHOA",
"KRT18",
"CTNNB1",
"ATF4",
"VEGFA",
"YAP1",
"CD14",
"SLC25A4",
"SELENOS",
"MGST1",
"HERPUD1",
"LUM",
"HIF1A",
"CD44",
"SEC11C",
"ITGB1",
"NKX2-1",
"RNASE1",
"CST3",
"PRDX4",
"ITGA... | [
8,
7,
3,
6,
506,
433,
507,
177,
526,
619,
263,
260,
468,
324,
151,
46,
602,
620,
80,
515,
494,
369,
254,
353,
258,
100,
490,
306,
404,
469,
147,
450,
305,
197,
442,
438,
194,
193,
180,
394,
144,
247,
427,
618,
577,
55,
328,
... | [
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
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,
1,
0.82,
0.64,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
0,
0,
0,
136.98629760742188,
0,
0,
0,
0,
0,
0,
0,
0,
273.97259521484375,
0,
0,
0,
0,
0,
0,
136.98629760742188,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
136.98629760742188,
0,
0,
... | train | aaaadekj-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadekj-1 | [
"VIM",
"HMOX1",
"FN1",
"SOD2",
"MARCO",
"LUM",
"PDGFRA",
"LYZ",
"RHOA",
"ATF4",
"HMGA1",
"CCL18",
"HLA-DRA",
"FCGR3A",
"GSR",
"CD68",
"HERPUD1",
"SPCS3",
"SFTPC",
"PLIN2",
"SLC1A3",
"CD44",
"CCN2",
"LPAR1",
"HSPA5",
"CST3",
"OAS3",
"PDIA4",
"COL1A2",
"EHMT1"... | [
8,
7,
3,
6,
603,
266,
225,
526,
362,
353,
424,
357,
468,
46,
264,
71,
263,
214,
247,
102,
254,
532,
506,
442,
513,
100,
76,
348,
272,
147,
411,
427,
135,
184,
55,
23,
202,
171,
193,
196,
433,
431
] | [
[
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
[
1,
0,
0,
0,
0,
0... | not available | THD0011 | [
1,
0.82,
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,
0.1
] |
[
[
0,
0,
0,
0,
120.48192596435547,
0,
0,
120.48192596435547,
0,
0,
0,
0,
0,
0,
120.48192596435547,
0,
0,
0,
120.48192596435547,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
120.48192596435547,
0,
0... | train | aaaaagjk-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaagjk-1 | [
"FN1",
"VIM",
"ICAM1",
"CEACAM6",
"RHOA",
"HERPUD1",
"RTKN2",
"PECAM1",
"PDGFRA",
"FCN3",
"LUM",
"EPCAM",
"SFTA2",
"SFTPD",
"YAP1",
"PDIA4",
"ITGA3",
"PDIA3",
"XBP1",
"WFDC2",
"PKM",
"PLIN2",
"IL7R",
"RNASE1",
"CRELD2",
"COL1A2",
"SMAD4",
"CD44",
"RACGAP1",
... | [
8,
7,
3,
6,
225,
603,
275,
117,
468,
254,
473,
431,
424,
217,
353,
194,
504,
507,
620,
427,
301,
426,
619,
610,
438,
442,
294,
469,
144,
135,
519,
100,
457,
137,
394,
409,
306,
324,
280,
348,
349,
263,
262,
193,
258,
369,
24... | [
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
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,
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,
0.55,
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,
0,
0,
0,
0,
333.3333435058594,
0,
0,
0,
0,
0,
0,
0,
0,
83.33333587646484,
83.33333587646484,
0,
0,
0,
0,
0,
83.33333587646484,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
583.3333740234375,
... | train | aaaadela-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadela-1 | [
"VIM",
"RHOA",
"PLIN2",
"CCL18",
"PDIA3",
"HMOX1",
"CD68",
"PKM",
"AIF1",
"MARCO",
"IL7R",
"FCER1G",
"S100A8",
"GSR",
"HIF1A",
"PDIA4",
"HLA-DQB1",
"IDH1",
"MYDGF",
"STAT1",
"EPAS1",
"CCL2",
"FGF2",
"HLA-DRA",
"TGFB1",
"PTPRC",
"RACGAP1",
"MS4A7",
"KIT",
"NU... | [
8,
7,
3,
6,
603,
468,
442,
71,
426,
266,
102,
438,
23,
362,
294,
211,
480,
247,
258,
427,
262,
276,
390,
542,
193,
72,
220,
263,
556,
456,
457,
383,
313,
408,
357,
47,
481,
80,
346,
526,
46,
507,
424,
619,
502,
55,
100,
58... | [
[
0,
0,
0,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Interstitial Macrophages | THD0011 | [
1,
0.8875,
0.775,
0.775,
0.6625,
0.6625,
0.55,
0.4375,
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,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
36.4963493347168,
0,
0,
364.9635009765625,
0,
0,
0,
0,
0,
0,
0,
0,
72.9926986694336,
0,
36.4963493347168,
0,
0,
0,
0,
36.4963493347168,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
145.985397... | train | aaaaagjn-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaagjn-1 | [
"VIM",
"FCER1G",
"PLIN2",
"CD68",
"AIF1",
"MARCO",
"HMOX1",
"CD14",
"MS4A7",
"HSPA5",
"RHOA",
"MRC1",
"CCL2",
"CD44",
"S100A9",
"ICAM1",
"S100A8",
"FCGR3A",
"SLC1A3",
"CTNNB1",
"PDIA4",
"PDIA6",
"HLA-DRA",
"CCL18",
"SOD2",
"CST3",
"PTPRC",
"HYOU1",
"IDH1",
"... | [
8,
7,
3,
6,
603,
211,
442,
102,
23,
362,
266,
80,
383,
272,
468,
379,
72,
100,
481,
275,
480,
214,
513,
151,
427,
428,
263,
71,
526,
147,
456,
273,
276,
438,
594,
193,
469,
426,
532,
409,
390,
258,
264,
490,
360,
357,
294,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
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,... | SPP1+ Macrophages | THD0011 | [
1,
0.9249999999999999,
0.85,
0.7749999999999999,
0.7749999999999999,
0.7,
0.7,
0.7,
0.625,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.475,
0.475,
0.4,
0.4,
0.4,
0.4,
0.32499999999999996,
0.32499999999999996,
0.32499999999999996,
0.32499999999999996,
0.3... |
[
[
0,
0,
0,
0,
77.51937866210938,
0,
0,
0,
0,
77.51937866210938,
0,
0,
0,
0,
155.03875732421875,
0,
77.51937866210938,
0,
232.55813598632812,
77.51937866210938,
0,
0,
0,
0,
0,
0,
77.51937866210938,
0,
... | train | aaaadepe-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadepe-1 | [
"VIM",
"SFTPD",
"LUM",
"PGC",
"HLA-DRA",
"NAPSA",
"XBP1",
"DMBT1",
"EPCAM",
"MARCO",
"KRT8",
"AXIN2",
"ERLEC1",
"NHSL2",
"ITGB1",
"DUOX1",
"CEACAM6",
"MRC1",
"MGST1",
"SOD2",
"FN1",
"CD44",
"NUCB2",
"PDIA4",
"LYZ",
"SFTPC",
"CCL2",
"SOX4",
"ATF4",
"KRT18",
... | [
8,
7,
3,
6,
603,
507,
353,
433,
263,
394,
619,
177,
194,
362,
328,
51,
197,
401,
306,
180,
117,
379,
369,
526,
225,
100,
408,
427,
357,
506,
72,
528,
46,
324,
301,
113,
242,
336,
504,
502,
31,
305,
48,
404,
468,
456,
426,
... | [
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.85,
0.85,
0.7,
0.7,
0.7,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.25,
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,
0,
73.26007080078125,
0,
0,
0,
0,
0,
36.630035400390625,
0,
0,
0,
0,
0,
146.5201416015625,
73.26007080078125,
0,
0,
0,
0,
0,
36.630035400390625,
0,
36.630035400390625,
0,
36.630035400390625,
0,
0,
... | train | aaaaagjo-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaagjo-1 | [
"SFTPC",
"SFTPD",
"PGC",
"NAPSA",
"DMBT1",
"XBP1",
"CD44",
"LAMP3",
"NKX2-1",
"MGST1",
"HLA-DRA",
"DUOX1",
"EPAS1",
"HIST1H1C",
"SFTA2",
"RHOA",
"ATF4",
"PECAM1",
"PDIA3",
"VIM",
"ITGB1",
"YAP1",
"SCGB3A2",
"HMOX1",
"SPCS3",
"CD68",
"HERPUD1",
"ITGA3",
"KDR",
... | [
8,
7,
3,
6,
506,
507,
433,
394,
177,
619,
100,
332,
404,
369,
263,
180,
193,
260,
504,
468,
46,
431,
426,
603,
306,
620,
489,
266,
532,
102,
254,
301,
312,
324,
182,
379,
234,
276,
258,
151,
409,
47,
580,
427,
481,
14,
618,
... | [
[
0,
1,
1,
1,
0,
0,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
0,
0,
1,
0,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
1,
0.9307692307692308,
0.8615384615384616,
0.7923076923076923,
0.7230769230769231,
0.7230769230769231,
0.6538461538461539,
0.5846153846153846,
0.5153846153846154,
0.4461538461538461,
0.3769230769230769,
0.3769230769230769,
0.3769230769230769,
0.3769230769230769,
0.3076923076923077,
... |
[
[
0,
0,
0,
68.02721405029297,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
204.08163452148438,
0,
0,
0,
68.02721405029297,
68.02721405029297,
136.05442810058594,
68.02721405029297,
0,
68.02721405029297,
0,
0,
68.02721405029... | train | aaaadekf-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadekf-1 | [
"PGC",
"SFTPD",
"DUOX1",
"VIM",
"NAPSA",
"RTKN2",
"NKX2-1",
"KRT8",
"RHOA",
"SFTA2",
"ATF4",
"SFTPC",
"SMAD4",
"CEACAM6",
"SOD2",
"SLC25A4",
"ICAM1",
"CTNNB1",
"BANK1",
"UCHL3",
"HMOX1",
"ITGB1",
"DMBT1",
"EPAS1",
"KRT18",
"EPCAM",
"SSR3",
"CD44",
"HMGA1",
"... | [
8,
7,
3,
6,
433,
507,
180,
603,
394,
473,
404,
328,
468,
504,
46,
506,
519,
117,
526,
515,
275,
151,
54,
596,
266,
306,
177,
193,
324,
194,
541,
100,
264,
532,
371,
113,
114,
169,
390,
494,
247,
137,
481,
389,
147,
231,
322,... | [
[
0,
1,
0,
0,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT1 | THD0011 | [
1,
0.8875,
0.8875,
0.775,
0.6625,
0.6625,
0.55,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.2125... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
204.08163452148438,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
102.04081726074219,
0,
0,
102.04081726074219,
0,
0,
0,
... | train | aaaadekd-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadekd-1 | [
"PGC",
"DMBT1",
"VIM",
"EPAS1",
"SFTPC",
"SFTPD",
"CST3",
"ATF4",
"HIST1H1C",
"SOD2",
"NAPSA",
"ITGA3",
"PDIA4",
"ITM2C",
"CD44",
"SPCS2",
"MGST1",
"EGFR",
"CD2",
"CD14",
"LUM",
"SOX4",
"GSR",
"FN1",
"CDK1",
"SFTA2",
"MYDGF",
"NKX2-1",
"RHOA",
"PCNA",
"FAB... | [
8,
7,
3,
6,
433,
177,
603,
193,
506,
507,
147,
46,
260,
526,
394,
301,
427,
309,
100,
531,
369,
182,
85,
80,
353,
528,
247,
225,
114,
504,
390,
404,
468,
420,
202,
197,
438,
371,
76,
306,
68,
332,
580,
618,
581,
72,
619,
2... | [
[
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
],
... | AT2 | THD0011 | [
1,
0.8875,
0.775,
0.6625,
0.55,
0.4375,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
86.9565200805664,
0,
0,
0,
0,
86.9565200805664,
0,
0,
0,
0,
0,
0,
0,
0,
86.9565200805664,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadeki-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadeki-1 | [
"VIM",
"PGC",
"XBP1",
"DMBT1",
"SFTPC",
"SFTPD",
"HMOX1",
"HIST1H1C",
"MEG3",
"HERPUD1",
"LUM",
"DUOX1",
"ITGB1",
"CXCR4",
"SOD2",
"RHOA",
"FN1",
"TRAC",
"LAMP3",
"SPARCL1",
"HLA-DRA",
"CD8A",
"GZMA",
"IL7R",
"CD44",
"CEACAM6",
"RNASE1",
"SLC25A4",
"EHMT1",
... | [
8,
7,
3,
6,
603,
433,
619,
177,
506,
507,
266,
260,
366,
254,
353,
180,
306,
163,
526,
468,
225,
585,
332,
530,
263,
110,
248,
294,
100,
117,
469,
515,
184,
150,
109,
442,
182,
420,
197,
324,
620,
336,
349,
275,
258,
242,
39... | [
[
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | T-cells | THD0011 | [
1,
0.85,
0.7,
0.7,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
81.30081176757812,
0,
0,
162.60162353515625,
0,
0,
0,
81.30081176757812,
0,
0,
0,
0,
0,
0,
0,
0,
81.30081176757812,
0,
0,
0,
0,
81.30081176757812,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaddnf-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaddnf-1 | [
"PGC",
"SFTPD",
"NAPSA",
"DMBT1",
"CD44",
"SFTPC",
"RHOA",
"KRT18",
"LAMP3",
"WWTR1",
"PKM",
"HLA-DRA",
"VIM",
"NKX2-1",
"PDIA3",
"MGST1",
"AIF1",
"HSPA5",
"MARCO",
"LUM",
"SOX4",
"SOD2",
"LYZ",
"SEC11C",
"SFTA2",
"STAT6",
"CFTR",
"MYDGF",
"NUCB2",
"RAMP2",
... | [
8,
7,
3,
6,
433,
507,
394,
177,
100,
506,
468,
324,
332,
618,
438,
263,
603,
404,
426,
369,
23,
272,
362,
353,
528,
526,
357,
490,
504,
544,
120,
390,
408,
459,
306,
184,
428,
180,
379,
254,
305,
597,
276,
31,
51,
58,
261,
... | [
[
0,
1,
1,
1,
0,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
... | AT2 | THD0011 | [
1,
0.9,
0.8,
0.7000000000000001,
0.6,
0.5,
0.4,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.2,
0.2,
0.2,
0.2,
0.2,
0.1,
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,
100,
0,
0,
0,
0,
0,
0,
0,
100,
100,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
300,
0,
0,
0,
0,
0,
0... | train | aaaaddne-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaddne-1 | [
"VIM",
"FN1",
"PKM",
"SFTPC",
"HLA-DRA",
"LUM",
"SPARCL1",
"ITGB1",
"PDGFRB",
"CCN2",
"SLC1A3",
"SOD2",
"RHOA",
"COL3A1",
"SEC11C",
"DCN",
"STAT6",
"CST3",
"PGC",
"YAP1",
"KRT8",
"ICAM1",
"MRC1",
"HIF1A",
"PDGFRA",
"SELENOS",
"LAMP3",
"CEACAM5",
"HSPA5",
"S1... | [
8,
7,
3,
6,
603,
225,
438,
506,
263,
353,
530,
306,
425,
76,
513,
526,
468,
136,
490,
169,
544,
147,
433,
620,
328,
275,
379,
258,
424,
494,
332,
116,
272,
481,
134,
135,
260,
212,
357,
448,
444,
442,
176,
394,
400,
193,
214... | [
[
0,
1,
0,
0,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Alveolar FBs | THD0011 | [
1,
0.82,
0.64,
0.64,
0.64,
0.64,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
0.1,
0.1,
0.... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
65.3594741821289,
65.3594741821289,
0,
0,
0,
0,
0,
0,
0,
0,
65.3594741821289,
0,
0,
0,
0,
0,
0,
0,
0,
522.8757934570312,
65.3594741821289,
... | train | aaaadeka-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadeka-1 | [
"HMOX1",
"VIM",
"CCL18",
"FCER1G",
"IDH1",
"PDIA4",
"RHOA",
"LYZ",
"CD68",
"MARCO",
"PLIN2",
"CD44",
"CTNNB1",
"EPAS1",
"SFTPD",
"LUM",
"PDIA3",
"MGST1",
"HYOU1",
"SOD2",
"PCNA",
"HLA-DRA",
"ITGB1",
"PKM",
"PDIA6",
"HLA-DQA1",
"RNASE1",
"CD14",
"MS4A7",
"MYC... | [
8,
7,
3,
6,
266,
603,
71,
211,
276,
427,
468,
357,
102,
362,
442,
100,
151,
193,
507,
353,
426,
369,
273,
526,
420,
263,
306,
438,
428,
261,
469,
80,
383,
389,
390,
220,
494,
433,
184,
180,
177,
425,
416,
231,
459,
219,
146,... | [
[
0,
1,
1,
1,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | FABP4+ Macrophages | THD0011 | [
1,
0.9,
0.8,
0.7000000000000001,
0.6,
0.5,
0.5,
0.4,
0.4,
0.4,
0.4,
0.4,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
227.27272033691406,
0,
0,
113.63636016845703,
0,
0,
0,
113.63636016845703,
0,
0,
0,
0,
113.63636016845703,
0,
0,
0,
113.63636016845703,
113.63636016845703,
0,
0,
0,
0,
0,
0,
227.27272033691406,
0,... | train | aaaadeji-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadeji-1 | [
"VIM",
"EPAS1",
"PDGFRB",
"RHOA",
"SPARCL1",
"COL3A1",
"ZEB1",
"HSPA5",
"CD14",
"SPP1",
"BMPR2",
"TREM2",
"CSPG4",
"SOD2",
"ACTA2",
"CTNNB1",
"PECAM1",
"DMBT1",
"LUM",
"HLA-DRA",
"STAT1",
"HLA-DQA1",
"XBP1",
"FCER1G",
"HIST1H1C",
"CRELD2",
"PGC",
"CD4",
"HYOU1... | [
8,
7,
3,
6,
603,
193,
425,
468,
530,
136,
621,
272,
80,
536,
61,
586,
146,
526,
14,
151,
431,
177,
353,
263,
542,
261,
619,
211,
260,
144,
433,
97,
273,
513,
379,
506,
494,
410,
532,
275,
23,
100,
46,
302,
303,
31,
602,
30... | [
[
0,
1,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Alveolar FBs | THD0011 | [
1,
0.82,
0.82,
0.64,
0.64,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
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,
96.15384674072266,
0,
0,
0,
0,
0,
192.3076934814453,
0,
0,
0,
0,
0,
0,
0,
0,
192.3076934814453,
0,
0,
96.15384674072266,
0,
96.15384674072266,
0,
0,
0,
0,
... | train | aaaaddod-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaddod-1 | [
"SFTPD",
"PGC",
"VIM",
"RHOA",
"DMBT1",
"PKM",
"MCEMP1",
"CD44",
"SPCS2",
"IDH1",
"SOD2",
"SFTA2",
"BCL2L1",
"RTKN2",
"HLA-DRA",
"EPCAM",
"WWTR1",
"EPAS1",
"ATF4",
"CST3",
"HIST1H1C",
"SPCS3",
"HIF1A",
"SOX9",
"LYZ",
"HERPUD1",
"PDGFRA",
"PDIA3",
"SLC25A4",
... | [
8,
7,
3,
6,
507,
433,
603,
468,
177,
438,
363,
100,
531,
276,
526,
504,
58,
473,
263,
194,
618,
193,
46,
147,
260,
532,
258,
529,
357,
254,
424,
426,
515,
427,
238,
494,
490,
454,
120,
353,
481,
225,
394,
469,
151,
428,
234,... | [
[
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,... | Alveolar FBs | THD0011 | [
1,
0.82,
0.82,
0.82,
0.64,
0.64,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
0,
0,
0,
222.22222900390625,
74.0740737915039,
74.0740737915039,
0,
0,
0,
0,
0,
0,
222.22222900390625,
0,
74.0740737915039,
0,
0,
74.0740737915039,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadeld-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadeld-1 | [
"VIM",
"HMOX1",
"PLIN2",
"SOD2",
"HLA-DRA",
"MARCO",
"LYZ",
"HIST1H1C",
"CD68",
"ATF4",
"AIF1",
"CD44",
"PDIA4",
"IDH1",
"MRC1",
"HLA-DQA1",
"MYDGF",
"HSPA5",
"HMGA1",
"CHAC1",
"STAT1",
"HIF1A",
"MAL",
"HAVCR2",
"PKM",
"CCL2",
"SEC11C",
"CD4",
"CD69",
"CCL18... | [
8,
7,
3,
6,
603,
266,
442,
526,
263,
362,
357,
260,
102,
46,
23,
100,
427,
276,
379,
261,
390,
272,
264,
122,
542,
258,
358,
253,
438,
72,
490,
97,
103,
71,
350,
507,
296,
48,
211,
428,
52,
303,
26,
594,
324,
25,
586,
468,... | [
[
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,... | SPP1+ Macrophages | THD0011 | [
1,
0.9,
0.8,
0.7000000000000001,
0.6,
0.5,
0.4,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0... |
[
[
0,
0,
131.57894897460938,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
263.15789794921875,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
263.1578979492187... | train | aaaadeok-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadeok-1 | [
"VIM",
"PGC",
"NAPSA",
"HLA-DRA",
"PDGFRB",
"SFTPD",
"HYOU1",
"SFTPC",
"SCGB3A2",
"SPARCL1",
"STAT6",
"CCN2",
"HIST1H1C",
"TGFB1",
"RHOA",
"CST3",
"PECAM1",
"ITGB1",
"ATF4",
"EPAS1",
"PLIN2",
"XBP1",
"MS4A7",
"FKBP11",
"MSLN",
"SNAI2",
"ACTA2",
"ITM2C",
"EGFR"... | [
8,
7,
3,
6,
603,
433,
394,
263,
425,
507,
273,
506,
489,
530,
544,
76,
260,
556,
468,
147,
431,
306,
46,
193,
442,
619,
383,
224,
384,
523,
14,
309,
182,
400,
353,
438,
169,
379,
135,
146,
332,
202,
264,
580,
409,
558
] | [
[
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... | Alveolar FBs | THD0011 | [
1,
0.775,
0.775,
0.55,
0.55,
0.55,
0.55,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
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,
0,
0,
0,
0,
0,
0,
0,
0,
75.18797302246094,
0,
0,
0,
0,
150.37594604492188,
0,
0,
0,
0,
75.18797302246094,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | train | aaaaddpp-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaddpp-1 | [
"SFTPD",
"NAPSA",
"VIM",
"RHOA",
"MGST1",
"PGC",
"SFTA2",
"FN1",
"CD44",
"XBP1",
"EGFR",
"LAMP3",
"NFKB1",
"CST3",
"PLIN2",
"IDH1",
"EPAS1",
"SEC11C",
"HLA-DRA",
"ATF4",
"PKM",
"SOD2",
"PECAM1",
"PDIA6",
"HIST1H1C",
"ITGB1",
"WWTR1",
"PTGDS",
"HAS2",
"SPARCL... | [
8,
7,
3,
6,
507,
394,
603,
468,
369,
433,
504,
225,
100,
619,
182,
332,
400,
147,
442,
276,
193,
490,
263,
46,
438,
526,
431,
428,
260,
306,
618,
454,
252,
530,
294,
473,
221,
390,
134,
254,
151,
308,
194,
177,
427,
426,
224... | [
[
0,
1,
1,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Proliferating Epithelial | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
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,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
121.95121765136719,
0,
243.90243530273438,
0,
0,
0,
0,
0,
0,
0,
0,
0,
121.95121765136719,
121.95121765136719,
... | train | aaaadepg-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadepg-1 | [
"SFTPD",
"SFTPC",
"RNASE1",
"VIM",
"NAPSA",
"SFTA2",
"PECAM1",
"XBP1",
"IL7R",
"COL3A1",
"HLA-DRA",
"KRT18",
"BCL2L1",
"IDH1",
"HERPUD1",
"RHOA",
"HIST1H1C",
"SPARCL1",
"SPCS3",
"GNG11",
"STAT1",
"MRC1",
"FN1",
"TGFB1",
"SCGB3A2",
"FCN1",
"NUCB2",
"CTNNB1",
"D... | [
8,
7,
3,
6,
507,
506,
469,
603,
394,
504,
431,
619,
294,
136,
263,
324,
58,
276,
254,
468,
260,
530,
532,
238,
542,
379,
225,
556,
489,
216,
408,
151,
169,
438,
425,
433,
514,
73,
428,
617,
580,
272,
72,
55
] | [
[
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0... | gCap | THD0011 | [
1,
1,
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,
0,
0,
0,
0,
0,
0,
61.349693298339844,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
61.349693298339844,
0,
61.349693298339844,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadeaf-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadeaf-1 | [
"SFTPD",
"SFTPC",
"NAPSA",
"PGC",
"CD44",
"RHOA",
"SFTA2",
"DMBT1",
"HIST1H1C",
"MGST1",
"NKX2-1",
"HLA-DRA",
"HERPUD1",
"LAMP3",
"GKN2",
"CTNNB1",
"HLA-DQA1",
"FN1",
"SSR3",
"TOP1",
"YAP1",
"SPARCL1",
"MYDGF",
"GSR",
"EPCAM",
"XBP1",
"HSPA5",
"HMGA1",
"RNASE1... | [
8,
7,
3,
6,
507,
506,
394,
433,
100,
468,
504,
177,
260,
369,
404,
263,
254,
332,
234,
151,
261,
225,
541,
580,
620,
530,
390,
247,
194,
619,
272,
264,
469,
528,
526,
193,
262,
258,
353,
442,
490,
428,
431,
26,
197,
494,
438... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9099999999999999,
0.82,
0.82,
0.73,
0.64,
0.5499999999999999,
0.45999999999999996,
0.37,
0.37,
0.37,
0.28,
0.28,
0.28,
0.28,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
111.11111450195312,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
111.11... | train | aaaadejn-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadejn-1 | [
"PGC",
"DMBT1",
"VIM",
"SFTPD",
"SFTPC",
"EPAS1",
"KRT8",
"XBP1",
"LGALS1",
"TOP1",
"LUM",
"KRT18",
"HIF1A",
"PDGFRB",
"PDIA3",
"PDIA4",
"SEC11C",
"HMOX1",
"FN1",
"LAMP3",
"CD14",
"CFTR",
"EGFR",
"NAPSA",
"HIST1H1C",
"MGST1",
"PECAM1",
"CD34",
"GKN2",
"SFTA2... | [
8,
7,
3,
6,
433,
177,
603,
507,
506,
193,
328,
619,
336,
580,
353,
324,
258,
425,
426,
427,
490,
266,
225,
332,
80,
120,
182,
394,
260,
369,
431,
92,
234,
504,
530,
473,
468,
469,
170,
438,
442,
620,
151,
48,
180,
194,
276
] | [
[
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
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... | AT2 | THD0011 | [
1,
0.85,
0.85,
0.7,
0.5499999999999999,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.... |
[
[
0,
0,
37.73584747314453,
0,
0,
37.73584747314453,
0,
150.94338989257812,
37.73584747314453,
37.73584747314453,
0,
0,
0,
75.47169494628906,
150.94338989257812,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadehm-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadehm-1 | [
"VIM",
"HMOX1",
"LYZ",
"CCL18",
"PLIN2",
"FN1",
"SOD2",
"MS4A7",
"FCER1G",
"MARCO",
"HLA-DRA",
"HSPA5",
"HLA-DQA1",
"ITGAX",
"CD44",
"IDH1",
"AKR1C1",
"FABP4",
"ATF4",
"MRC1",
"XBP1",
"EPAS1",
"RHOA",
"CD68",
"ITGB1",
"CTNNB1",
"KRT18",
"PECAM1",
"DDIT3",
"P... | [
8,
7,
3,
6,
603,
266,
357,
71,
442,
225,
526,
383,
211,
362,
263,
272,
261,
305,
100,
276,
26,
202,
46,
379,
619,
193,
468,
102,
306,
151,
324,
431,
171,
438,
45,
602,
303,
586,
590,
532,
513,
273,
253,
426,
294,
163,
408,
... | [
[
0,
1,
1,
1,
1,
1,
1,
0,
0,
0,
0,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | FABP4+ Macrophages | THD0011 | [
1,
0.9249999999999999,
0.85,
0.7749999999999999,
0.7749999999999999,
0.7,
0.625,
0.5499999999999999,
0.5499999999999999,
0.475,
0.475,
0.475,
0.4,
0.4,
0.4,
0.32499999999999996,
0.32499999999999996,
0.32499999999999996,
0.32499999999999996,
0.32499999999999996,
0.25,
0.25,
... |
[
[
0,
0,
68.49314880371094,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
68.49314880371094,
0,
68.49314880371094,
0,
0,
0,
0,
0,
0,
68.49314880371094,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0... | train | aaaaagkh-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaagkh-1 | [
"PGC",
"SFTPD",
"NAPSA",
"CD44",
"DMBT1",
"SFTPC",
"HYOU1",
"IDH1",
"RHOA",
"NKX2-1",
"MGST1",
"HSPA5",
"YAP1",
"PDIA3",
"EPAS1",
"DUOX1",
"XBP1",
"HLA-DRA",
"GKN2",
"SFTA2",
"PKM",
"SOD2",
"SPCS2",
"SPCS3",
"MYDGF",
"FN1",
"RNASE1",
"HLA-DQA1",
"HMGA1",
"SC... | [
8,
7,
3,
6,
433,
507,
394,
100,
177,
506,
273,
276,
468,
404,
369,
272,
620,
426,
193,
180,
619,
263,
234,
504,
438,
526,
531,
532,
390,
225,
469,
261,
264,
489,
224,
481,
515,
308,
306,
46,
602,
610,
428,
590,
301,
427,
48,... | [
[
0,
1,
1,
1,
1,
1,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9,
0.8,
0.7000000000000001,
0.6,
0.5,
0.4,
0.4,
0.4,
0.4,
0.4,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
0,
0,
0,
108.6956558227539,
0,
0,
0,
0,
0,
0,
0,
0,
108.6956558227539,
0,
0,
0,
0,
0,
0,
0,
108.6956558227539,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadiab-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadiab-1 | [
"VIM",
"FN1",
"COL1A2",
"RHOA",
"COL3A1",
"SOD2",
"EPAS1",
"NKX2-1",
"PDGFRA",
"CD68",
"COL1A1",
"NFKB1",
"DCN",
"MYDGF",
"SFTPC",
"CST3",
"HIF1A",
"PGC",
"ZEB1",
"ATF4",
"CFTR",
"S100A9",
"UGDH",
"GNG11",
"S100A8",
"MGST1",
"SPARCL1",
"AIF1",
"CCNB2",
"HIST... | [
8,
7,
3,
6,
603,
225,
135,
468,
136,
526,
193,
404,
424,
102,
134,
400,
169,
390,
506,
147,
258,
433,
621,
46,
120,
481,
597,
238,
480,
369,
530,
23,
78,
260,
353,
556,
306,
537,
304,
619,
177,
57,
425,
171,
278,
494,
448,
... | [
[
0,
1,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
... | Fibroblasts | THD0011 | [
1,
0.85,
0.7,
0.5499999999999999,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,... |
[
[
0,
0,
0,
0,
0,
67.11409759521484,
0,
67.11409759521484,
67.11409759521484,
0,
0,
0,
0,
67.11409759521484,
134.2281951904297,
0,
0,
0,
0,
0,
0,
67.11409759521484,
0,
0,
0,
0,
0,
0,
134.2281951904297,... | train | aaaaddoe-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaddoe-1 | [
"VIM",
"HLA-DRA",
"LYZ",
"PLIN2",
"HLA-DQA1",
"HMOX1",
"FABP4",
"IDH1",
"CD68",
"MARCO",
"MS4A7",
"RHOA",
"C1QC",
"HLA-DQB1",
"SPCS3",
"CST3",
"NAPSA",
"PDIA6",
"XBP1",
"PKM",
"SOD2",
"MGST1",
"ATF4",
"MRC1",
"GCLM",
"HSPA5",
"SELENOS",
"CD14",
"SSR3",
"CD27... | [
8,
7,
3,
6,
603,
263,
357,
442,
261,
266,
202,
276,
102,
362,
383,
468,
66,
262,
532,
147,
394,
428,
619,
438,
526,
369,
46,
379,
231,
272,
494,
80,
541,
89,
431,
225,
400,
358,
117,
473,
448,
177,
27,
55,
26,
301,
305,
28... | [
[
0,
1,
1,
0,
1,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | FABP4+ Macrophages | THD0011 | [
1,
0.9,
0.9,
0.8,
0.8,
0.7000000000000001,
0.6,
0.5,
0.5,
0.4,
0.30000000000000004,
0.30000000000000004,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
47.619049072265625,
0,
0,
47.619049072265625,
0,
47.619049072265625,
0,
0,
0,
0,
0,
0,
142.85714721679688,
0,
0,
47.619049072265625,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
47.619049072265625,
0,
... | train | aaaadkfh-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadkfh-1 | [
"HMOX1",
"PLIN2",
"VIM",
"MARCO",
"HLA-DRA",
"PKM",
"PDIA4",
"IDH1",
"CD68",
"SOD2",
"LYZ",
"GSR",
"ITGAX",
"ICAM1",
"MGST1",
"PDIA3",
"ATF4",
"HIF1A",
"SLC1A3",
"SPCS3",
"CCL18",
"HSPA5",
"CCL2",
"STAT1",
"FCER1G",
"PGC",
"PECAM1",
"HLA-DQB1",
"EPAS1",
"GCL... | [
8,
7,
3,
6,
266,
442,
603,
362,
263,
438,
427,
276,
102,
526,
357,
247,
305,
275,
369,
426,
46,
258,
513,
532,
71,
272,
72,
542,
211,
433,
431,
262,
193,
231,
197,
254,
97,
294,
519,
517,
507,
494,
490,
488,
225,
469,
151,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SPP1+ Macrophages | THD0011 | [
1,
0.9181818181818181,
0.8363636363636363,
0.7545454545454545,
0.6727272727272727,
0.5909090909090909,
0.509090909090909,
0.509090909090909,
0.509090909090909,
0.42727272727272725,
0.42727272727272725,
0.42727272727272725,
0.34545454545454546,
0.34545454545454546,
0.34545454545454546,
... |
[
[
0,
0,
0,
0,
0,
260.86956787109375,
0,
0,
0,
0,
0,
0,
0,
0,
86.9565200805664,
0,
86.9565200805664,
0,
0,
0,
0,
86.9565200805664,
86.9565200805664,
0,
0,
0,
0,
0,
86.9565200805664,
0,
0,
0... | train | aaaaagki-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaagki-1 | [
"VIM",
"FN1",
"LUM",
"HLA-DRA",
"CCN2",
"COL3A1",
"RNASE1",
"PDGFRA",
"IDH1",
"MRC1",
"EPAS1",
"FAS",
"AIF1",
"FCER1G",
"IFIT3",
"COL1A2",
"DCN",
"HMGA1",
"PKM",
"HMOX1",
"LYZ",
"PDGFRB",
"EHMT1",
"MARCO",
"STAT1",
"SPCS3",
"SPCS2",
"HIF1A",
"PTGDS",
"SOD2",... | [
8,
7,
3,
6,
603,
225,
353,
263,
76,
136,
469,
424,
276,
379,
193,
206,
23,
211,
280,
135,
169,
264,
438,
266,
357,
425,
184,
362,
542,
532,
531,
258,
454,
526,
523,
519,
177,
242,
544,
221,
147,
473,
468,
212,
312,
428,
102,... | [
[
0,
0,
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,
0,... | Fibroblasts | THD0011 | [
1,
0.85,
0.85,
0.7,
0.7,
0.7,
0.7,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
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,
98.03921508789062,
0,
0,
0,
0,
0,
0,
0,
0,
0,
98.03921508789062,
98.03921508789062,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
294.1176452636719,
0,
0,
0... | train | aaaadkdk-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadkdk-1 | [
"VIM",
"MS4A7",
"LYZ",
"IDH1",
"HLA-DRA",
"HMOX1",
"PDIA6",
"FCER1G",
"PLIN2",
"CCL18",
"RHOA",
"CD44",
"MARCO",
"VEGFA",
"CD69",
"PDIA3",
"CD86",
"SLC1A3",
"CST3",
"SSR3",
"CD14",
"STAT6",
"HSPA5",
"CTHRC1",
"PDIA4",
"SPP1",
"NFKB1",
"CEACAM5",
"SOD2",
"S10... | [
8,
7,
3,
6,
603,
383,
357,
276,
263,
266,
428,
211,
442,
71,
468,
100,
362,
602,
103,
426,
109,
513,
147,
541,
80,
544,
272,
149,
427,
536,
400,
116,
526,
481,
390,
542,
254,
557,
151,
305,
304,
431,
23,
300,
197,
469,
48,
... | [
[
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,... | not available | THD0011 | [
1,
0.85,
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,
0.25,
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,
65.78947448730469,
65.78947448730469,
0,
0,
0,
0,
0,
0,
0,
0,
0,
197.36842346191406,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
65.78947448730469,
0,
... | train | aaaaekhh-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaekhh-1 | [
"SFTPC",
"SFTPD",
"PGC",
"NAPSA",
"DMBT1",
"LUM",
"CD44",
"SEC11C",
"EPAS1",
"VIM",
"MGST1",
"PDIA3",
"RHOA",
"ERLEC1",
"FCN3",
"SPCS2",
"ATF4",
"HLA-DRA",
"XBP1",
"SPARCL1",
"SFTA2",
"MS4A7",
"CD34",
"SOD2",
"SMAD4",
"SLC7A11",
"KDR",
"KRT18",
"KRT8",
"CHAC... | [
8,
7,
3,
6,
506,
507,
433,
394,
177,
353,
100,
490,
193,
603,
369,
426,
468,
197,
217,
531,
46,
263,
619,
530,
504,
383,
92,
526,
519,
517,
312,
324,
328,
122,
488,
126,
332,
234,
456,
169,
275,
273,
184,
431,
262,
409,
258,... | [
[
0,
1,
1,
1,
1,
1,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.9,
0.8,
0.7000000000000001,
0.6,
0.5,
0.4,
0.4,
0.4,
0.4,
0.4,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.2,
0.2,
0.2,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.... |
[
[
0,
0,
0,
0,
0,
160,
0,
0,
0,
0,
0,
0,
0,
0,
80,
80,
80,
0,
0,
0,
0,
80,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
80,
0,
0,
0,
0,
0,
0,
0,
80,
0,
0... | train | aaaadiag-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadiag-1 | [
"LYZ",
"VIM",
"EPAS1",
"MS4A7",
"IDH1",
"S100A8",
"PTPRC",
"COL1A2",
"HLA-DRA",
"MARCO",
"TGFB1",
"CD44",
"SFTPD",
"S100A9",
"CTNNB1",
"HMOX1",
"PGC",
"FCER1G",
"AIF1",
"RHOA",
"PECAM1",
"SPCS3",
"PDGFRA",
"CD34",
"SPARCL1",
"EMG1",
"SOD2",
"PDIA4",
"MGST1",
... | [
8,
7,
3,
6,
357,
603,
193,
383,
276,
480,
456,
135,
263,
362,
556,
100,
507,
481,
151,
266,
433,
211,
23,
468,
431,
532,
424,
92,
530,
191,
526,
427,
369,
519,
253,
514,
513,
116,
438,
216,
247,
490,
360,
180,
450,
147,
454,... | [
[
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,... | Interstitial Macrophages | THD0011 | [
1,
0.85,
0.7,
0.5499999999999999,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
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,
68.49314880371094,
0,
68.49314880371094,
0,
0,
0,
0,
68.49314880371094,
0,
0,
0,
0,
205.4794464111328,
68.49314880371094,
0,
0,
0,
0,
0,
0,
0,
68.49314880371094,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadiac-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadiac-1 | [
"SFTPC",
"PGC",
"DMBT1",
"NAPSA",
"XBP1",
"CD44",
"LAMP3",
"HLA-DRA",
"MGST1",
"EPAS1",
"SFTA2",
"ATF4",
"HSPA5",
"RNASE1",
"DUOX1",
"GSR",
"NKX2-1",
"HERPUD1",
"S100A9",
"SOD2",
"RHOA",
"VEGFA",
"HIF1A",
"SPCS2",
"SPCS3",
"ERLEC1",
"PDGFRA",
"ANKRD28",
"PDGFR... | [
8,
7,
3,
6,
506,
433,
177,
394,
619,
100,
332,
263,
369,
193,
504,
46,
272,
469,
180,
247,
404,
254,
481,
526,
468,
602,
258,
531,
532,
197,
424,
31,
425,
603,
490,
47,
22,
266,
483,
217,
147,
507,
120,
620,
494,
596,
306,
... | [
[
0,
1,
1,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9099999999999999,
0.82,
0.73,
0.64,
0.5499999999999999,
0.5499999999999999,
0.45999999999999996,
0.37,
0.37,
0.28,
0.28,
0.28,
0.28,
0.28,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.... |
[
[
0,
0,
175.4385986328125,
0,
0,
350.877197265625,
0,
0,
0,
0,
0,
0,
0,
0,
175.4385986328125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
87.71929931640625,
0,
263.15789794921875,
0,
87.71929931640625,
0,
0,
... | train | aaaadiai-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadiai-1 | [
"HLA-DRA",
"EPAS1",
"VIM",
"LYZ",
"HERPUD1",
"FCER1G",
"CD68",
"AIF1",
"GPR183",
"ITGB1",
"CTNNB1",
"PDIA3",
"PECAM1",
"BMPR2",
"MS4A7",
"CCN2",
"SLC25A37",
"PTPRC",
"HIST1H1C",
"CD4",
"HLA-DQA1",
"CST3",
"IL7R",
"ACTA2",
"ATF4",
"HMOX1",
"FCGR3A",
"SELENOS",
... | [
8,
7,
3,
6,
263,
193,
603,
357,
254,
211,
102,
23,
242,
306,
151,
426,
431,
61,
383,
76,
514,
456,
260,
97,
261,
147,
294,
14,
46,
266,
214,
494,
92,
532,
468,
409,
530,
526,
109,
602,
253,
379,
247,
303,
324,
544,
618,
21... | [
[
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Interstitial Macrophages | THD0011 | [
1,
0.85,
0.85,
0.7,
0.7,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0... |
[
[
0,
0,
157.0680694580078,
52.356021881103516,
0,
209.42408752441406,
52.356021881103516,
0,
0,
0,
0,
0,
0,
52.356021881103516,
104.71204376220703,
0,
52.356021881103516,
0,
0,
52.356021881103516,
52.356021881103516,
0,
0,
... | train | aaaaekic-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaekic-1 | [
"VIM",
"FN1",
"LUM",
"SOD2",
"HLA-DRA",
"PDGFRA",
"PTGDS",
"HMOX1",
"FCGR3A",
"IDH1",
"AIF1",
"EPAS1",
"RNASE1",
"PKM",
"SFTPD",
"HIF1A",
"FGF7",
"FCER1G",
"COL3A1",
"RHOA",
"HSPA5",
"ACTA2",
"SPARCL1",
"HLA-DQA1",
"HIST1H1C",
"CD44",
"HERPUD1",
"COL1A1",
"STA... | [
8,
7,
3,
6,
603,
225,
353,
526,
263,
424,
454,
266,
214,
276,
23,
193,
469,
438,
507,
258,
221,
211,
136,
468,
272,
14,
530,
261,
260,
100,
254,
134,
544,
383,
473,
80,
362,
357,
169,
620,
427,
180,
448,
442,
46,
610,
426,
... | [
[
0,
1,
1,
0,
1,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Alveolar FBs | THD0011 | [
1,
0.9099999999999999,
0.82,
0.73,
0.64,
0.5499999999999999,
0.45999999999999996,
0.45999999999999996,
0.37,
0.37,
0.37,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
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,... |
[
[
54.34782791137695,
0,
0,
0,
0,
108.6956558227539,
0,
54.34782791137695,
0,
54.34782791137695,
0,
0,
0,
0,
54.34782791137695,
54.34782791137695,
0,
0,
0,
0,
0,
0,
0,
108.6956558227539,
0,
0,
0,
0,
0,... | train | aaaadekm-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadekm-1 | [
"VIM",
"LYZ",
"HLA-DRA",
"HMOX1",
"PLIN2",
"CD68",
"PDIA3",
"IDH1",
"FCER1G",
"XBP1",
"HLA-DQA1",
"ITGAX",
"SOD2",
"MGST1",
"EPAS1",
"HSPA5",
"PKM",
"PPARG",
"ITGB1",
"IL1A",
"STAT6",
"SPCS3",
"CD14",
"AIF1",
"CD44",
"MCEMP1",
"BCL2L1",
"GSR",
"NUCB2",
"PECA... | [
8,
7,
3,
6,
603,
357,
263,
266,
442,
102,
426,
276,
211,
619,
261,
305,
526,
369,
193,
272,
438,
448,
306,
287,
544,
532,
80,
23,
100,
363,
58,
247,
408,
431,
400,
146,
224,
225,
531,
133,
383,
420,
257,
379,
362,
506,
468,
... | [
[
0,
1,
1,
1,
1,
0,
0,
1,
1,
1,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SPP1+ Macrophages | THD0011 | [
1,
0.9099999999999999,
0.82,
0.73,
0.64,
0.64,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.37,
0.37,
0.37,
0.28,
0.28,
0.28,
0.28,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.... |
[
[
0,
0,
0,
0,
77.51937866210938,
77.51937866210938,
0,
0,
0,
77.51937866210938,
0,
0,
0,
0,
620.155029296875,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
77.51937866210938,
0,
0,
0,
0,
0,
0,
... | train | aaaadibd-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadibd-1 | [
"SFTPD",
"SFTPC",
"ATF4",
"PGC",
"DUOX1",
"CD44",
"DMBT1",
"XBP1",
"ICAM1",
"CFTR",
"LAMP3",
"ITGB6",
"VIM",
"NKX2-1",
"YAP1",
"COL1A1",
"HERPUD1",
"KRT18",
"NAPSA",
"FN1",
"VEGFA",
"HSPA5",
"SPRY2",
"SPP1",
"HMOX1",
"SPCS3",
"SPCS2",
"SCGB3A2",
"HLA-DRA",
"... | [
8,
7,
3,
6,
507,
506,
46,
433,
180,
100,
177,
619,
275,
120,
332,
308,
603,
404,
620,
134,
254,
324,
394,
225,
602,
272,
537,
536,
266,
532,
531,
489,
263,
468,
390,
258,
369,
194,
102,
542,
151,
221,
261,
260,
427,
276,
618... | [
[
0,
1,
1,
1,
1,
1,
1,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9,
0.8,
0.7000000000000001,
0.6,
0.6,
0.5,
0.4,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
104.16666412353516,
0,
0,
104.16666412353516,
0,
104.16666412353516,
0,
0,
0,
0,
0,
0,
104.16666412353516,
0,
0,
0,
0,
104.16666412353516,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
104.16666412353... | train | aaaaekol-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaekol-1 | [
"VIM",
"EPAS1",
"PDGFRB",
"HMOX1",
"FN1",
"CSPG4",
"RHOA",
"LUM",
"PTGDS",
"MEG3",
"SPARCL1",
"CD4",
"SOD2",
"PDGFRA",
"ITGB1",
"NUCB2",
"LGALS1",
"IDH1",
"SMAD4",
"SFTPD",
"SFTPC",
"SELENOS",
"SEC11C",
"COL1A2",
"HLA-DRA",
"NAPSA",
"RNASE1",
"HERPUD1",
"PGC",... | [
8,
7,
3,
6,
603,
193,
425,
266,
225,
146,
468,
353,
454,
366,
530,
97,
526,
424,
306,
408,
336,
276,
519,
507,
506,
494,
490,
135,
263,
394,
469,
254,
433,
182,
431,
191,
369,
379,
231,
409,
261,
544,
621,
596,
26,
52,
76,
... | [
[
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,
0.85,
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,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
432.0987548828125,
0,
0,
0,
246.91357421875,
61.7283935546875,
0,
0,
0,
61.7283935546875,
0,
0,
61.7283935546875,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaekoo-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaekoo-1 | [
"SFTPC",
"PGC",
"SFTPD",
"NAPSA",
"ATF4",
"SFTA2",
"ITGB1",
"DMBT1",
"MGST1",
"CD44",
"AXIN2",
"VIM",
"KRT18",
"UCHL3",
"EPAS1",
"XBP1",
"COL1A1",
"NKX2-1",
"DUOX1",
"LAMP3",
"HLA-DRA",
"PDIA3",
"FN1",
"SCGB3A2",
"HIST1H1C",
"NFKB1",
"SPP1",
"SMAD4",
"COL3A1",... | [
8,
7,
3,
6,
506,
433,
507,
394,
46,
504,
306,
177,
369,
100,
51,
603,
324,
596,
193,
619,
134,
404,
180,
332,
263,
426,
225,
489,
260,
400,
536,
519,
136,
147,
530,
517,
234,
483,
526,
194,
135,
488,
346,
468,
469,
58,
424,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9099999999999999,
0.82,
0.73,
0.64,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.45999999999999996,
0.45999999999999996,
0.37,
0.37,
0.28,
0.28,
0.28,
0.28,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.1,
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,
205.4794464111328,
68.49314880371094,
68.49314880371094,
0,
68.49314880371094,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0... | train | aaaadibn-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadibn-1 | [
"SFTPD",
"DMBT1",
"PGC",
"NAPSA",
"DUOX1",
"LAMP3",
"CD44",
"MGST1",
"VIM",
"SPP1",
"SFTPC",
"YAP1",
"KRT8",
"ATF4",
"PLIN2",
"PDIA3",
"XBP1",
"NKX2-1",
"PKM",
"GSR",
"SOD2",
"SPCS3",
"LMAN1",
"IDH1",
"SFTA2",
"ITGB1",
"MANF",
"EMG1",
"RHOA",
"AXIN2",
"CD4... | [
8,
7,
3,
6,
507,
177,
433,
394,
180,
332,
100,
369,
603,
536,
506,
620,
328,
46,
442,
426,
619,
404,
438,
247,
526,
532,
346,
276,
504,
306,
360,
191,
468,
51,
97,
48,
450,
305,
47,
253,
602,
472,
494,
324,
519,
537,
260,
... | [
[
0,
1,
1,
1,
1,
1,
1,
0,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.8875,
0.8875,
0.8875,
0.775,
0.6625,
0.6625,
0.55,
0.55,
0.4375,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
... |
[
[
0,
120.48192596435547,
0,
0,
0,
120.48192596435547,
0,
0,
0,
0,
0,
0,
0,
0,
481.9277038574219,
0,
0,
0,
0,
120.48192596435547,
0,
0,
0,
120.48192596435547,
0,
0,
0,
0,
0,
0,
120.481925964355... | train | aaaadejm-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadejm-1 | [
"LYZ",
"VIM",
"HMOX1",
"HLA-DRA",
"ATF4",
"PGC",
"SFTPD",
"NAPSA",
"IDH1",
"DMBT1",
"CD68",
"PKM",
"FGF2",
"CA4",
"SFRP2",
"FCER1G",
"ITGAX",
"AIF1",
"MARCO",
"MS4A7",
"NKX2-1",
"HLA-DQA1",
"CD14",
"STAT6",
"SPCS3",
"LGR6",
"SCGB1A1",
"MYC",
"TP73",
"MRC1",
... | [
8,
7,
3,
6,
357,
603,
266,
263,
46,
433,
507,
394,
276,
177,
102,
438,
220,
68,
502,
211,
305,
23,
362,
383,
404,
261,
80,
544,
532,
341,
488,
389,
583,
379,
444,
13,
163,
306,
147,
52,
328,
504,
586,
58,
468,
100,
202,
25... | [
[
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
... | FABP4+ Macrophages | THD0011 | [
1,
1,
0.82,
0.64,
0.64,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1... |
[
[
0,
0,
29.761905670166016,
0,
29.761905670166016,
29.761905670166016,
0,
59.52381134033203,
0,
59.52381134033203,
0,
0,
0,
0,
238.09524536132812,
29.761905670166016,
0,
0,
59.52381134033203,
0,
0,
29.761905670166016,
0,
... | train | aaaadehh-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadehh-1 | [
"PGC",
"SFTPD",
"SFTPC",
"DMBT1",
"NAPSA",
"CD44",
"XBP1",
"MGST1",
"ATF4",
"LAMP3",
"SFTA2",
"YAP1",
"SOD2",
"HLA-DRA",
"DUOX1",
"VIM",
"NKX2-1",
"EPAS1",
"FN1",
"S100A9",
"SCGB3A2",
"RHOA",
"HERPUD1",
"PKM",
"SELENOS",
"EPCAM",
"IDH1",
"TOP1",
"KRT18",
"CS... | [
8,
7,
3,
6,
433,
507,
506,
177,
394,
100,
619,
369,
46,
332,
504,
620,
526,
263,
180,
603,
404,
193,
225,
481,
489,
468,
254,
438,
494,
194,
276,
580,
324,
147,
408,
431,
427,
266,
450,
426,
151,
272,
420,
306,
26,
310,
31,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9357142857142858,
0.8714285714285716,
0.8071428571428572,
0.7428571428571429,
0.6785714285714286,
0.6142857142857143,
0.55,
0.55,
0.55,
0.48571428571428577,
0.4214285714285715,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
... |
[
[
0,
82.6446304321289,
165.2892608642578,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
330.5785217285156,
0,
82.6446304321289,
0,
0,
82.6446304321289,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | train | aaaadckh-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadckh-1 | [
"VIM",
"EPAS1",
"PGC",
"DMBT1",
"SFTPD",
"SPARCL1",
"SCGB3A2",
"ATF4",
"PDGFRB",
"JCHAIN",
"CD44",
"CTNNB1",
"RHOA",
"NAPSA",
"HIST1H1C",
"SOD2",
"SFTPC",
"CCN2",
"IL7R",
"ACTA2",
"AXL",
"WFDC2",
"SFRP2",
"CFTR",
"SEC11C",
"COL1A2",
"CSPG4",
"RNASE1",
"KDR",
... | [
8,
7,
3,
6,
603,
193,
433,
177,
507,
530,
489,
46,
425,
310,
100,
151,
468,
394,
260,
526,
506,
76,
294,
14,
52,
610,
502,
120,
490,
135,
146,
469,
312,
169,
438,
184,
618,
428,
426,
619,
408,
217,
220,
225,
234,
369,
257,
... | [
[
0,
1,
1,
1,
0,
0,
0,
1,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Proliferating Mesenchymal | THD0011 | [
1,
0.8875,
0.775,
0.775,
0.6625,
0.55,
0.55,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.1,
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.