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,
106.38298034667969,
106.38298034667969,
0,
0,
0,
0,
0,
212.76596069335938,
0,
0,
106.38298034667969,
0,
0,
0,
0,
0,
0,
0,
0,
106.38298034667969,
0,
0,
0,
212.76596069335... | train | aaaaclke-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaclke-1 | [
"VIM",
"EPAS1",
"PLIN2",
"HIST1H1C",
"IL7R",
"HMOX1",
"LYZ",
"IDH1",
"HSPA5",
"HLA-DRA",
"HLA-DQA1",
"SSR3",
"SPRY2",
"CD44",
"FCN3",
"OAS2",
"CTNNB1",
"RHOA",
"PECAM1",
"CA4",
"IFIT3",
"SPARCL1",
"ATF4",
"CST3",
"CD52",
"AKR1C2",
"CD34",
"HAVCR2",
"CD274",
... | [
8,
7,
3,
6,
603,
193,
442,
260,
294,
266,
357,
276,
272,
263,
261,
541,
537,
100,
217,
410,
151,
468,
431,
68,
280,
530,
46,
147,
101,
27,
92,
253,
89,
102,
146,
507,
473,
544,
247,
408,
26,
459,
180,
513,
61,
428,
427,
33... | [
[
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,... | gCap | THD0011 | [
1,
0.82,
0.64,
0.64,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
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,
0,
74.0740737915039,
0,
0,
0,
0,
74.0740737915039,
0,
0,
0,
0,
0,
0,
74.0740737915039,
0,
0,
0,
74.0740737915039,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
74.0740737915039,
0,
0,
0,
... | train | aaaaclki-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaclki-1 | [
"VIM",
"IL7R",
"HIST1H1C",
"EPAS1",
"CD8A",
"CD44",
"CXCR4",
"TRAC",
"YAP1",
"COL3A1",
"PTPRC",
"FCN3",
"FN1",
"CTNNB1",
"ITGAE",
"LUM",
"SEC11C",
"ISG20",
"LYZ",
"CD3E",
"HMOX1",
"PECAM1",
"ITGB1",
"NUCB2",
"KLRC1",
"S100A8",
"CD3G",
"SPARCL1",
"FCGBP",
"CD... | [
8,
7,
3,
6,
603,
294,
260,
193,
110,
100,
163,
585,
620,
136,
456,
217,
225,
151,
302,
353,
490,
300,
357,
95,
266,
431,
306,
408,
317,
480,
96,
530,
212,
101,
263,
261,
424,
111,
438,
257,
516,
483,
454,
507,
504,
249,
135,... | [
[
0,
1,
1,
1,
1,
1,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | T-cells | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.... |
[
[
0,
0,
52.91005325317383,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
105.82010650634766,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
52.91005325317383,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | train | aaaaclkm-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaclkm-1 | [
"SFTPD",
"PGC",
"SFTPC",
"NAPSA",
"HLA-DRA",
"DUOX1",
"XBP1",
"MGST1",
"FN1",
"CD44",
"PTGDS",
"VIM",
"RHOA",
"EPCAM",
"EPAS1",
"LAMP3",
"YAP1",
"PKM",
"LUM",
"DMBT1",
"SPARCL1",
"STAT6",
"HERPUD1",
"PRDX4",
"SFTA2",
"PCNA",
"ERLEC1",
"ATF4",
"SPCS2",
"NUTF2... | [
8,
7,
3,
6,
507,
433,
506,
394,
263,
180,
619,
369,
225,
100,
454,
603,
468,
194,
193,
332,
620,
438,
353,
177,
530,
544,
254,
450,
504,
420,
197,
46,
531,
409,
135,
384,
481,
515,
400,
113,
120,
116,
134,
260,
149,
542,
14,... | [
[
0,
1,
1,
1,
1,
1,
1,
0,
0,
0,
1,
0,
1,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.8875,
0.8875,
0.775,
0.6625,
0.6625,
0.55,
0.55,
0.55,
0.4375,
0.4375,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.2125... |
[
[
0,
0,
49.50495147705078,
0,
0,
0,
0,
99.00990295410156,
49.50495147705078,
0,
0,
0,
0,
49.50495147705078,
99.00990295410156,
0,
99.00990295410156,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaabogg-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabogg-1 | [
"VIM",
"HMOX1",
"LYZ",
"HLA-DRA",
"HSPA5",
"PLIN2",
"CD68",
"IDH1",
"FABP4",
"IL7R",
"RHOA",
"PDIA3",
"CD44",
"MGST1",
"MS4A7",
"PPARG",
"MANF",
"HAVCR2",
"MARCO",
"PDIA4",
"ITGAV",
"PKM",
"HYOU1",
"FCER1G",
"FCGR3A",
"XBP1",
"GSR",
"HLA-DQA1",
"AKR1C1",
"AT... | [
8,
7,
3,
6,
603,
266,
357,
263,
272,
442,
102,
276,
202,
294,
468,
426,
100,
369,
383,
448,
360,
253,
362,
427,
304,
438,
273,
211,
214,
619,
247,
261,
26,
48,
46,
544,
80,
490,
120,
444,
503,
507,
306,
513,
275,
184,
428,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SPP1+ Macrophages | THD0011 | [
1,
0.9099999999999999,
0.82,
0.82,
0.73,
0.64,
0.64,
0.5499999999999999,
0.45999999999999996,
0.37,
0.37,
0.37,
0.37,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.1,
0.1,
... |
[
[
0,
0,
47.84688949584961,
0,
0,
0,
0,
47.84688949584961,
95.69377899169922,
23.923444747924805,
0,
0,
0,
95.69377899169922,
47.84688949584961,
0,
0,
0,
0,
47.84688949584961,
0,
23.923444747924805,
0,
0,
0,
0,
... | train | aaaabpcd-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabpcd-1 | [
"VIM",
"HMOX1",
"HLA-DRA",
"PLIN2",
"LYZ",
"HSPA5",
"MARCO",
"PKM",
"FABP4",
"IDH1",
"CTNNB1",
"CD68",
"RHOA",
"MYDGF",
"IFIT3",
"SPCS3",
"MS4A7",
"PDIA3",
"ATF3",
"MGST1",
"CCL18",
"AKR1C2",
"SSR3",
"DNAJB9",
"PDIA6",
"ITGB1",
"XBP1",
"HERPUD1",
"HLA-DQA1",
... | [
8,
7,
3,
6,
603,
266,
263,
442,
357,
272,
362,
438,
202,
276,
151,
102,
468,
390,
280,
532,
383,
426,
45,
369,
71,
27,
541,
178,
428,
306,
619,
254,
261,
247,
556,
526,
26,
253,
46,
580,
427,
531,
225,
66,
197,
14,
275,
27... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
0,
1,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SPP1+ Macrophages | THD0011 | [
1,
0.9400000000000001,
0.88,
0.8200000000000001,
0.76,
0.7000000000000001,
0.64,
0.64,
0.5800000000000001,
0.52,
0.4600000000000001,
0.4600000000000001,
0.4,
0.4,
0.4,
0.4,
0.34,
0.34,
0.28,
0.28,
0.28,
0.28,
0.22000000000000003,
0.22000000000000003,
0.220000000000000... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
108.6956558227539,
0,
108.6956558227539,
0,
0,
0,
0,
0,
0,
0,
0,
108.6956558227539,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaadfh-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaadfh-1 | [
"SFTPC",
"SFTPD",
"NAPSA",
"PGC",
"VIM",
"CST3",
"FN1",
"SPCS2",
"YAP1",
"SFTA2",
"EHMT1",
"RHOA",
"SPARCL1",
"HSPA5",
"LUM",
"SPRY2",
"SSR3",
"MGST1",
"CD44",
"COL1A1",
"RTKN2",
"HLA-DQB1",
"SELENOS",
"HLA-DRA",
"SLC25A4",
"DMBT1",
"STAT6",
"PECAM1",
"ATF4",
... | [
8,
7,
3,
6,
506,
507,
394,
433,
603,
147,
225,
531,
620,
504,
184,
468,
530,
272,
353,
537,
541,
369,
100,
134,
473,
262,
494,
263,
515,
177,
544,
431,
46,
48,
602,
60,
454,
169,
614,
306
] | [
[
0,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
[
1,
0,
1,
1,
1,
0,
0,
0... | AT2 | THD0011 | [
1,
0.82,
0.64,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
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,
106.38298034667969,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
106.38298034667969,
0,
0,
0,
0,
0,
0,
106.38298034667969,
0,
0,
0,
0,
... | train | aaaaclle-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaclle-1 | [
"SFTPC",
"SFTPD",
"NAPSA",
"SPARCL1",
"RNASE1",
"FN1",
"PTGDS",
"RHOA",
"PGC",
"HLA-DRA",
"LAMP3",
"CD44",
"SCGB3A2",
"CEACAM6",
"CTNNB1",
"DCN",
"PLIN2",
"IL7R",
"PDIA4",
"PECAM1",
"EGFR",
"PDIA3",
"EPAS1",
"OAS2",
"FCN3",
"HMGA1",
"KRT18",
"KDR",
"YAP1",
"... | [
8,
7,
3,
6,
506,
507,
394,
530,
469,
225,
454,
468,
433,
263,
332,
100,
489,
117,
151,
169,
442,
294,
427,
431,
182,
426,
193,
410,
217,
264,
324,
312,
620,
306,
438,
541,
304,
60,
46,
603,
618,
71,
619
] | [
[
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
],
[
1,
0,
1,
0,
0... | gCap | THD0011 | [
1,
0.85,
0.7,
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,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1
] |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
111.11111450195312,
0,
0,
0,
0,
111.11111450195312,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
222.22222900390625,
0,
0,
0,
... | train | aaaacmdh-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacmdh-1 | [
"SFTPD",
"SFTPC",
"PGC",
"LUM",
"SFTA2",
"HLA-DRA",
"RHOA",
"SOD2",
"HERPUD1",
"NAPSA",
"FN1",
"CCL2",
"PKM",
"EGFR",
"NUTF2",
"STAT6",
"SSR3",
"SPRY2",
"SPP1",
"SPCS2",
"CD44",
"CTNNB1",
"SLC25A4",
"PDGFRB",
"NFKB1",
"NKX2-1",
"CST3",
"SPARCL1",
"IL7R",
"DM... | [
8,
7,
3,
6,
507,
506,
433,
353,
504,
263,
468,
526,
254,
394,
225,
72,
438,
182,
409,
544,
541,
537,
536,
531,
100,
151,
515,
425,
400,
404,
147,
530,
294,
177,
52,
619,
46,
603,
293,
602,
580,
620
] | [
[
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,
1,
0,
0,
0... | AT2 | THD0011 | [
1,
0.85,
0.7,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
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,
175.4385986328125,
0,
0,
0,
175.4385986328125,
0,
175.4385986328125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaacmdf-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacmdf-1 | [
"SFTPC",
"SFTPD",
"HLA-DRA",
"NAPSA",
"SFTA2",
"LUM",
"SOD2",
"PGC",
"NUTF2",
"KRT18",
"FGF7",
"FN1",
"MGST1",
"RNASE1",
"RHOA",
"PLIN2",
"HMGA1",
"FCGR3A",
"BANK1",
"SPARCL1",
"AXIN2",
"YAP1",
"VEGFA",
"ATF4",
"VIM"
] | [
8,
7,
3,
6,
506,
507,
263,
394,
504,
353,
526,
433,
409,
324,
221,
225,
369,
469,
468,
442,
264,
214,
54,
530,
51,
620,
602,
46,
603
] | [
[
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
[
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0... | AT2 | THD0011 | [
1,
0.85,
0.7,
0.5499999999999999,
0.4,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1
] |
[
[
0,
0,
0,
273.97259521484375,
0,
136.98629760742188,
0,
0,
0,
0,
0,
0,
0,
0,
136.98629760742188,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaacmdd-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacmdd-1 | [
"SFTPD",
"PGC",
"SFTPC",
"XBP1",
"PECAM1",
"IL7R",
"RHOA",
"VIM",
"HYOU1",
"EPCAM",
"ZEB1",
"AGER",
"MGST1",
"FCN3",
"HLA-DRA",
"SELENOS",
"NHSL2",
"NAPSA",
"MYDGF",
"SMAD4",
"IFIT1",
"RTKN2",
"IFIT3",
"RNASE1",
"AIF1",
"STAT6",
"PDIA3",
"CD44",
"KRT18",
"IT... | [
8,
7,
3,
6,
507,
433,
506,
619,
431,
294,
468,
603,
273,
194,
621,
21,
369,
217,
263,
494,
401,
394,
390,
519,
278,
473,
280,
469,
23,
544,
426,
100,
324,
306,
618,
46,
304,
180,
193,
404,
171,
428,
620,
293,
514
] | [
[
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
],
[
1,
0,
1... | gCap | THD0011 | [
1,
0.85,
0.7,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
131.57894897460938,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
131.57894897460938,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaclkl-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaclkl-1 | [
"SFTPD",
"NAPSA",
"PGC",
"XBP1",
"EPAS1",
"RHOA",
"STAT6",
"COL1A1",
"DMBT1",
"FN1",
"PECAM1",
"HLA-DRA",
"IDH1",
"SFTPC",
"HIST1H1C",
"SCGB3A2",
"DNAJB9",
"COL1A2",
"SELENOS",
"COL3A1",
"DCN",
"PLIN2",
"SFTA2",
"CD44",
"IL7R",
"PDIA3",
"PDIA6",
"ITGA3",
"KRT1... | [
8,
7,
3,
6,
507,
394,
433,
619,
193,
468,
544,
134,
177,
225,
431,
263,
276,
506,
260,
489,
178,
135,
494,
136,
169,
442,
504,
100,
294,
426,
428,
301,
324,
328,
332,
273,
272,
258,
353,
369,
217,
404,
206,
194,
529,
427,
18... | [
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
1,
0.775,
0.55,
0.55,
0.55,
0.55,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,... |
[
[
0,
0,
0,
102.04081726074219,
0,
0,
0,
0,
102.04081726074219,
0,
0,
0,
0,
0,
0,
0,
102.04081726074219,
0,
0,
0,
0,
0,
102.04081726074219,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaadfi-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaadfi-1 | [
"VIM",
"SFTPC",
"SPARCL1",
"SFTPD",
"LUM",
"HERPUD1",
"RHOA",
"SFTA2",
"PKM",
"PGC",
"CCN2",
"PLIN2",
"PECAM1",
"SPCS2",
"RNASE1",
"EPAS1",
"IL7R",
"ERLEC1",
"SELENOS",
"NAPSA",
"LAMP3",
"SOD2",
"KDR",
"ITGB1",
"S100A8",
"SLC25A4",
"CEACAM6",
"PDIA6",
"DCN",
... | [
8,
7,
3,
6,
603,
506,
530,
507,
353,
254,
468,
504,
438,
433,
76,
442,
431,
531,
469,
193,
294,
197,
494,
394,
332,
526,
312,
306,
480,
515,
117,
428,
169,
182,
426,
194,
400,
217,
225,
348,
346,
273,
280,
620,
454,
541,
305... | [
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Interstitial Macrophages | THD0011 | [
1,
0.82,
0.64,
0.64,
0.64,
0.64,
0.64,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,... |
[
[
0,
0,
454.5454406738281,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
113.63636016845703,
113.63636016845703,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0... | train | aaaaclkn-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaclkn-1 | [
"EPAS1",
"SPARCL1",
"VIM",
"FN1",
"ACTA2",
"PTGDS",
"YAP1",
"LUM",
"DCN",
"RHOA",
"FAS",
"PDGFRB",
"COL1A2",
"SMAD4",
"SOD2",
"SPRY2",
"IL7R",
"MEG3",
"ATF4",
"HIST1H1C",
"HIF1A",
"LYZ",
"CD44",
"SFTPC",
"CEACAM6",
"GKN2",
"MSLN",
"MYC",
"COL3A1",
"RTKN2",
... | [
8,
7,
3,
6,
193,
530,
603,
225,
14,
454,
620,
353,
169,
468,
206,
425,
135,
519,
526,
537,
294,
366,
46,
260,
258,
357,
100,
506,
117,
234,
384,
389,
136,
473,
394,
221,
220,
147,
151,
306,
420,
424,
194,
348,
47,
426,
324,
... | [
[
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Alveolar FBs | THD0011 | [
1,
1,
0.85,
0.7,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1... |
[
[
0,
0,
0,
0,
0,
181.81817626953125,
0,
0,
0,
0,
0,
0,
0,
0,
90.90908813476562,
0,
90.90908813476562,
0,
0,
0,
0,
90.90908813476562,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaacahp-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacahp-1 | [
"VIM",
"FN1",
"COL3A1",
"LUM",
"SFTPC",
"DCN",
"RHOA",
"YAP1",
"COL1A1",
"SFTPD",
"PTGDS",
"KRT18",
"HLA-DRA",
"IDH1",
"CCN2",
"EHMT1",
"PDIA6",
"RNASE1",
"AIF1",
"PDGFRB",
"CPA3",
"NOX4",
"SSR3",
"PLIN2",
"HERPUD1",
"SPCS3",
"SPCS2",
"PDIA3",
"LYZ",
"MGST1"... | [
8,
7,
3,
6,
603,
225,
136,
353,
506,
169,
468,
620,
134,
507,
454,
324,
263,
276,
76,
184,
428,
469,
23,
425,
142,
405,
541,
442,
254,
532,
531,
426,
357,
369,
379,
424,
489,
394,
401,
147,
135,
433,
80,
306,
55,
46,
584,
... | [
[
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,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
... |
[
[
0,
0,
223.880615234375,
0,
0,
74.62686920166016,
0,
0,
0,
74.62686920166016,
0,
0,
0,
0,
149.2537384033203,
0,
0,
0,
0,
74.62686920166016,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaacljf-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacljf-1 | [
"VIM",
"LYZ",
"EPAS1",
"FN1",
"HLA-DQA1",
"HLA-DRA",
"PECAM1",
"RHOA",
"GNG11",
"ACTA2",
"MS4A7",
"HERPUD1",
"CD44",
"CTNNB1",
"HIF1A",
"LUM",
"SPARCL1",
"FCER1G",
"ATF4",
"FCN3",
"COL1A2",
"SFTPD",
"CD69",
"SPRY2",
"GPR183",
"SPP1",
"MGST1",
"MCEMP1",
"IL7R",... | [
8,
7,
3,
6,
603,
357,
193,
225,
261,
263,
431,
468,
238,
14,
383,
254,
100,
151,
258,
353,
530,
211,
46,
217,
135,
507,
103,
537,
242,
536,
369,
363,
294,
506,
494,
480,
214,
404,
147,
456,
442,
438,
424,
433,
379,
394,
427,... | [
[
0,
1,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Interstitial Macrophages | THD0011 | [
1,
0.8714285714285716,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
... |
[
[
0,
0,
0,
106.38298034667969,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
212.76596069335938,
0,
0,
0,
0,
106.38298034667969,
0,
0,
0,
0,
0,
0,
106.38298034667969,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaacmea-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacmea-1 | [
"PGC",
"SFTPC",
"SFTPD",
"NAPSA",
"PECAM1",
"PKM",
"SEC11C",
"KRT18",
"VIM",
"ITGB1",
"PDIA4",
"IDH1",
"FN1",
"UBE2J1",
"SSR3",
"RTKN2",
"HIST1H1C",
"ATF4",
"NKX2-1",
"DUOX1",
"EPCAM",
"RHOA",
"ITGA3",
"HERPUD1",
"LUM",
"CD44",
"MGST1",
"DMBT1",
"PLIN2",
"SE... | [
8,
7,
3,
6,
433,
506,
507,
394,
431,
438,
490,
324,
603,
306,
427,
276,
225,
594,
541,
473,
260,
46,
404,
180,
194,
468,
301,
254,
353,
100,
369,
177,
442,
494,
304,
454,
483,
409,
504,
135,
526,
426,
52,
280,
328,
61,
332,
... | [
[
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.85,
0.7,
0.5499999999999999,
0.4,
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,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0... |
[
[
0,
0,
0,
78.74015808105469,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
157.48031616210938,
0,
78.74015808105469,
0,
0,
0,
0,
0,
0,
0,
0,
78.74015808105469,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaacmeg-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacmeg-1 | [
"SFTPD",
"PGC",
"SFTPC",
"NAPSA",
"DMBT1",
"CD44",
"DUOX1",
"SOD2",
"HLA-DRA",
"XBP1",
"PDIA3",
"RNASE1",
"LAMP3",
"MGST1",
"SFTA2",
"HMOX1",
"YAP1",
"NKX2-1",
"ATF4",
"CEACAM6",
"FN1",
"CFTR",
"FCN3",
"COL4A3",
"RTKN2",
"RHOA",
"PKM",
"GSR",
"HERPUD1",
"SSR... | [
8,
7,
3,
6,
507,
433,
506,
394,
177,
100,
180,
526,
263,
619,
426,
469,
332,
369,
504,
266,
620,
404,
46,
117,
225,
120,
217,
137,
473,
468,
438,
247,
254,
541,
494,
306,
92,
272,
612,
280,
324,
581,
60,
21,
48
] | [
[
0,
1,
1,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
[
1,
0,
1... | AT2 | THD0011 | [
1,
0.8875,
0.775,
0.6625,
0.55,
0.55,
0.4375,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
133.92857360839844,
44.64285659790039,
44.64285659790039,
0,
0,
0,
0,
0,
0,
0,
0,
0,
133.92857360839844,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
44.64285659790039,
0,
0,
... | train | aaaackbo-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaackbo-1 | [
"SFTPC",
"SFTPD",
"PGC",
"NAPSA",
"DMBT1",
"XBP1",
"HYOU1",
"SPARCL1",
"CD44",
"EPAS1",
"RHOA",
"SFTA2",
"VIM",
"MGST1",
"VEGFA",
"LAMP3",
"DCN",
"FN1",
"ACTA2",
"ATF4",
"ITGA3",
"IDH1",
"HMGA1",
"CST3",
"COL1A2",
"PDIA3",
"FCN3",
"NKX2-1",
"MSLN",
"HLA-DRA"... | [
8,
7,
3,
6,
506,
507,
433,
394,
177,
619,
273,
530,
100,
193,
468,
504,
603,
369,
602,
332,
169,
225,
14,
46,
301,
276,
264,
147,
135,
426,
217,
404,
384,
263,
442,
483,
116,
481,
306,
308,
309,
324,
151,
454,
448,
490,
182,... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
1,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9249999999999999,
0.85,
0.7749999999999999,
0.7,
0.625,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.475,
0.475,
0.4,
0.4,
0.4,
0.32499999999999996,
0.32499999999999996,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.175,
0.175,
0.175,
0.175,
0.175,
... |
[
[
0,
0,
196.07843017578125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
294.1176452636719,
0,
0,
0,
98.03921508789062,
98.03921508789062,
0,
0,
0,
196.07843017578125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaacllo-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacllo-1 | [
"SPARCL1",
"EPAS1",
"SFTPC",
"PECAM1",
"PDGFRB",
"FCN3",
"DCN",
"ATF4",
"CST3",
"VIM",
"MAL",
"GNG11",
"NKX2-1",
"HLA-DRA",
"RNASE1",
"CTNNB1",
"PTGDS",
"EHMT1",
"SFTA2",
"BCL2L1",
"IL7R",
"XBP1",
"ACTA2",
"SOD2",
"SFTPD",
"UBE2J1",
"SLC25A37",
"OAS2",
"SELENO... | [
8,
7,
3,
6,
530,
193,
506,
431,
425,
217,
169,
46,
147,
603,
358,
238,
404,
263,
469,
151,
454,
184,
504,
58,
294,
619,
14,
526,
507,
594,
514,
410,
494,
468,
529,
409,
408,
324,
135,
97,
260,
353,
400,
51,
52,
438,
177,
4... | [
[
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,... | Fibroblasts | THD0011 | [
1,
0.85,
0.7,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
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,
49.01960754394531,
0,
0,
0,
49.01960754394531,
0,
0,
0,
0,
0,
0,
0,
0,
49.01960754394531,
0,
49.01960754394531,
0,
0,
0,
0,
0,
49.01960754394531,
0,
0,
0,
0,
0,
0,
... | train | aaaacoll-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacoll-1 | [
"PGC",
"SFTPC",
"SFTPD",
"CD44",
"DMBT1",
"NAPSA",
"XBP1",
"MGST1",
"NKX2-1",
"VIM",
"LAMP3",
"HLA-DRA",
"HMOX1",
"HSPA5",
"SOD2",
"SPCS2",
"PDIA3",
"ITGB1",
"ITGA3",
"HYOU1",
"ICAM1",
"FCER1G",
"CCL2",
"DUOX1",
"PRDX4",
"MANF",
"PLIN2",
"UBE2J1",
"SFTA2",
"... | [
8,
7,
3,
6,
433,
506,
507,
100,
177,
394,
619,
369,
404,
603,
332,
263,
266,
272,
526,
531,
426,
306,
301,
273,
275,
211,
72,
180,
450,
360,
442,
594,
504,
427,
31,
357,
135,
515,
532,
324,
530,
260,
254,
102,
258,
225,
468,... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9307692307692308,
0.8615384615384616,
0.7923076923076923,
0.7230769230769231,
0.6538461538461539,
0.5846153846153846,
0.5153846153846154,
0.4461538461538461,
0.4461538461538461,
0.4461538461538461,
0.3769230769230769,
0.3769230769230769,
0.3076923076923077,
0.23846153846153847,
0.... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
60.975608825683594,
0,
0,
0,
0,
304.8780517578125,
0,
60.975608825683594,
0,
0,
0,
0,
0,
0,
0,
0,
0,
182.92681884765625,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaconp-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaconp-1 | [
"SFTPD",
"DMBT1",
"SFTPC",
"PGC",
"DUOX1",
"NAPSA",
"NKX2-1",
"ATF4",
"XBP1",
"SOD2",
"HLA-DRA",
"VIM",
"MGST1",
"BMPR2",
"CD44",
"PDIA6",
"SELENOS",
"WWTR1",
"EPCAM",
"ITGB1",
"LAMP3",
"SFTA2",
"EPAS1",
"EHMT1",
"HLA-DQA1",
"STAT1",
"HIST1H1C",
"RHOA",
"RNASE... | [
8,
7,
3,
6,
507,
177,
506,
433,
180,
394,
404,
46,
619,
526,
263,
603,
369,
61,
100,
428,
494,
618,
194,
306,
332,
504,
193,
184,
261,
542,
260,
468,
469,
31,
532,
530,
360,
217,
427,
255,
353,
481,
264,
48,
324,
231,
197,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
1,
0.9,
0.9,
0.8,
0.7000000000000001,
0.6,
0.5,
0.4,
0.4,
0.4,
0.4,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.2,
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,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
123.456787109375,
0,
0,
0,
0,
0,
246.91357421875,
0,
0,
246.91357421875,
0,
0,
0,
246.91357421875,
0,
0,
0,
0,
0,
0... | train | aaaaconi-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaconi-1 | [
"EPAS1",
"PGC",
"SPARCL1",
"PECAM1",
"VIM",
"SFTPC",
"IL7R",
"CA4",
"GNG11",
"BMPR2",
"SFTPD",
"BCL2L1",
"LAMP3",
"CLDN5",
"HIST1H1C",
"PLIN2",
"CTNNB1",
"ITGA3",
"HEY1",
"LUM",
"HERPUD1",
"PDIA4",
"CD34",
"PDGFRA",
"MGST1",
"DCN",
"RNASE1",
"POSTN",
"ITGB1",
... | [
8,
7,
3,
6,
193,
433,
530,
431,
603,
506,
294,
68,
238,
61,
507,
58,
332,
126,
260,
442,
151,
301,
257,
353,
254,
427,
92,
424,
369,
169,
469,
446,
306,
459,
394,
217,
258,
135,
473,
206,
409,
514,
428,
328,
263,
618,
280,
... | [
[
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.775,
0.775,
0.55,
0.55,
0.55,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
0,
0,
56.49717330932617,
0,
0,
0,
0,
112.99434661865234,
0,
0,
0,
0,
169.49151611328125,
0,
56.49717330932617,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaconl-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaconl-1 | [
"PGC",
"SFTPC",
"SFTPD",
"NAPSA",
"DMBT1",
"XBP1",
"CD44",
"MGST1",
"DUOX1",
"HLA-DRA",
"LAMP3",
"HIST1H1C",
"ATF4",
"LTF",
"YAP1",
"SOD2",
"SFTA2",
"VIM",
"VEGFA",
"TOP1",
"ANKRD28",
"RHOA",
"DCN",
"PRDX4",
"CTNNB1",
"SEC11C",
"RNASE1",
"CEACAM6",
"CHAC1",
... | [
8,
7,
3,
6,
433,
506,
507,
394,
177,
619,
100,
369,
180,
263,
332,
260,
46,
352,
620,
526,
504,
603,
602,
580,
31,
468,
169,
450,
151,
490,
469,
117,
122,
120,
494,
126,
621,
197,
424,
211,
384,
247,
254,
266,
276,
328,
296,... | [
[
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,
0.9099999999999999,
0.82,
0.73,
0.64,
0.64,
0.64,
0.5499999999999999,
0.5499999999999999,
0.45999999999999996,
0.37,
0.37,
0.28,
0.28,
0.28,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
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,
247.93389892578125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
165.2892608642578,
82.6446304321289,
0,
0,
0,
82.6446304321289,
0,
0,
0,
0,
0,
0,
82.6446304321289,
0,
0,
0,
0,
0,
0,
0... | train | aaaacolo-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacolo-1 | [
"VIM",
"SFTPC",
"FN1",
"CCN2",
"COL1A2",
"PDGFRA",
"RHOA",
"LUM",
"IDH1",
"PGC",
"ACTA2",
"SFTPD",
"DCN",
"PPARG",
"SPRY2",
"CTNNB1",
"UBE2J1",
"CD44",
"COL3A1",
"EPAS1",
"MGST1",
"ATF4",
"HIST1H1C",
"SPARCL1",
"HAVCR2",
"NFKB1",
"HMOX1",
"HERPUD1",
"HSPA5",
... | [
8,
7,
3,
6,
603,
506,
225,
76,
135,
424,
468,
353,
276,
433,
14,
507,
169,
448,
537,
151,
594,
100,
136,
193,
369,
46,
260,
530,
253,
400,
266,
254,
272,
544,
459,
134,
147,
504,
404,
489,
180,
184,
301,
47,
306,
332,
234,
... | [
[
0,
1,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Alveolar FBs | THD0011 | [
1,
0.8875,
0.775,
0.775,
0.6625,
0.6625,
0.55,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000... |
[
[
0,
0,
50.25125503540039,
0,
0,
0,
0,
0,
0,
50.25125503540039,
0,
0,
0,
0,
251.2562713623047,
50.25125503540039,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
50.25125503540039,
0,
0,
0,
0,
0,
0,
... | train | aaaacoje-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacoje-1 | [
"PGC",
"SFTPD",
"SFTPC",
"NAPSA",
"DUOX1",
"VIM",
"LAMP3",
"CD44",
"MGST1",
"XBP1",
"NKX2-1",
"ATF4",
"KRT18",
"YAP1",
"GSR",
"HIST1H1C",
"DMBT1",
"SLC25A4",
"HERPUD1",
"EPAS1",
"SOD2",
"ITGB6",
"HLA-DRA",
"TOP1",
"LUM",
"HYOU1",
"DCN",
"ITGAV",
"ERLEC1",
"P... | [
8,
7,
3,
6,
433,
507,
506,
394,
180,
603,
332,
100,
369,
619,
404,
46,
324,
620,
247,
260,
177,
515,
254,
193,
526,
308,
263,
580,
353,
273,
169,
304,
197,
438,
120,
468,
306,
530,
469,
531,
225,
390,
490,
522,
519,
532,
494... | [
[
0,
1,
1,
1,
1,
1,
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,... | AT2 | THD0011 | [
1,
0.9181818181818181,
0.8363636363636363,
0.7545454545454545,
0.6727272727272727,
0.6727272727272727,
0.5909090909090909,
0.5909090909090909,
0.509090909090909,
0.42727272727272725,
0.42727272727272725,
0.42727272727272725,
0.42727272727272725,
0.34545454545454546,
0.26363636363636367,
... |
[
[
0,
0,
0,
0,
0,
98.03921508789062,
0,
98.03921508789062,
0,
0,
0,
0,
0,
0,
98.03921508789062,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
98.03921508789062,
0,
0,
0,
0,
0,
0,
0... | train | aaaaconj-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaconj-1 | [
"LUM",
"VIM",
"FN1",
"CCN2",
"PDGFRA",
"CD44",
"DCN",
"JCHAIN",
"HERPUD1",
"PTGDS",
"HLA-DRA",
"ITGB1",
"FAS",
"DMBT1",
"MRC1",
"NFKB1",
"PKM",
"MS4A7",
"COL3A1",
"COL1A2",
"SMAD4",
"STAT6",
"CD14",
"MAL",
"FGF7",
"SPCS2",
"NHSL2",
"HMOX1",
"SPARCL1",
"MGST1... | [
8,
7,
3,
6,
353,
603,
225,
76,
424,
100,
169,
310,
254,
454,
263,
306,
206,
177,
379,
400,
438,
383,
136,
135,
519,
544,
80,
358,
221,
531,
401,
266,
530,
369,
182,
389,
332,
612,
433,
426,
26,
46,
151,
448,
23,
147,
580,
... | [
[
0,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Fibroblasts | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0... |
[
[
0,
0,
194.1747589111328,
0,
0,
0,
0,
194.1747589111328,
0,
0,
0,
0,
0,
0,
291.26214599609375,
0,
0,
0,
0,
0,
0,
0,
0,
97.0873794555664,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0... | train | aaaacpgg-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacpgg-1 | [
"VIM",
"FN1",
"PDGFRA",
"LUM",
"SFTPD",
"COL1A2",
"PTGDS",
"LAMP3",
"ITGB1",
"CD44",
"PDGFRB",
"DCN",
"ATF4",
"SPARCL1",
"HIF1A",
"KDR",
"PGC",
"ACTA2",
"PDIA4",
"PLIN2",
"AKR1C1",
"RHOA",
"SPCS2",
"SOX9",
"EPAS1",
"SMAD4",
"SFTPC",
"SFTA2",
"CFTR",
"NAPSA",... | [
8,
7,
3,
6,
603,
225,
424,
353,
507,
135,
454,
332,
306,
100,
425,
169,
46,
530,
258,
312,
433,
14,
427,
442,
26,
468,
531,
529,
193,
519,
506,
504,
120,
394,
133,
134,
177,
221,
404,
146,
448,
147,
151,
469,
457,
537,
194,
... | [
[
0,
1,
1,
0,
1,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Fibroblasts | THD0011 | [
1,
0.85,
0.7,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.25,
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,
0,
0,
104.16666412353516,
0,
0,
0,
0,
0,
0,
312.5,
0,
0,
0,
104.16666412353516,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
416.666656494... | train | aaaacpfk-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacpfk-1 | [
"VIM",
"COL1A2",
"EPAS1",
"CCN2",
"SPARCL1",
"PDGFRB",
"SFTPC",
"XBP1",
"KDR",
"CD44",
"FN1",
"LUM",
"PTGDS",
"ATF4",
"DCN",
"RHOA",
"COL3A1",
"PGC",
"YAP1",
"HERPUD1",
"SFTPD",
"SLC25A37",
"MAL",
"FGF7",
"CD14",
"STAT1",
"COL1A1",
"STAT6",
"S100A9",
"MGST1"... | [
8,
7,
3,
6,
603,
135,
193,
76,
530,
425,
506,
619,
312,
100,
225,
353,
454,
46,
169,
468,
136,
433,
620,
254,
507,
514,
358,
221,
80,
542,
134,
544,
481,
369,
217,
405,
494,
149,
276,
618,
184,
26,
182,
438,
408,
600,
51,
... | [
[
0,
1,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Fibroblasts | THD0011 | [
1,
0.82,
0.64,
0.64,
0.64,
0.64,
0.64,
0.64,
0.64,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.1,
0.1,
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,
117.64705657958984,
0,
0,
0,
117.64705657958984,
0,
0,
0,
0,
235.2941131591797,
117.64705657958984,
0,
0,
0,
0,
0,
0,
117.64705657958984,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | train | aaaacmcf-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacmcf-1 | [
"PGC",
"EPAS1",
"CD44",
"SFTPD",
"DMBT1",
"XBP1",
"LAMP3",
"SPCS2",
"SFTPC",
"SCGB3A2",
"ATF4",
"VIM",
"NUCB2",
"PDIA4",
"PDIA3",
"CST3",
"RNASE1",
"SPRY2",
"PECAM1",
"EGFR",
"MGST1",
"SLC7A11",
"ERLEC1",
"ITGB6",
"SFTA2",
"CTNNB1",
"NAPSA",
"S100A9",
"NKX2-1"... | [
8,
7,
3,
6,
433,
193,
100,
507,
177,
619,
332,
531,
506,
489,
46,
603,
408,
427,
426,
147,
469,
537,
431,
182,
369,
517,
197,
308,
504,
151,
394,
481,
404,
254,
409,
144,
468,
494,
76,
294,
57,
618,
276,
47,
615,
23,
301,
... | [
[
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
... | AT2 | THD0011 | [
1,
0.85,
0.7,
0.7,
0.5499999999999999,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
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,
51.28205108642578,
0,
0,
0,
0,
0,
51.28205108642578,
0,
0,
0,
0,
256.4102478027344,
0,
0,
0,
51.28205108642578,
0,
0,
0,
0,
51.28205108642578,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaacpga-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacpga-1 | [
"SFTPC",
"PGC",
"SFTPD",
"DMBT1",
"CD44",
"XBP1",
"SCGB3A2",
"NAPSA",
"ATF4",
"MGST1",
"HLA-DRA",
"ITGA3",
"EPAS1",
"VIM",
"SPARCL1",
"DUOX1",
"FN1",
"CD68",
"COL1A1",
"NUTF2",
"RHOA",
"LAMP3",
"PDIA3",
"KRT8",
"ITGB1",
"BCL2L1",
"UGDH",
"ISG20",
"CEACAM6",
... | [
8,
7,
3,
6,
506,
433,
507,
177,
100,
619,
489,
394,
46,
369,
263,
301,
193,
603,
530,
180,
225,
102,
134,
409,
468,
332,
426,
328,
306,
58,
597,
300,
117,
494,
384,
602,
234,
481,
31,
469,
304,
404,
408,
310,
169,
211,
442,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9181818181818181,
0.8363636363636363,
0.7545454545454545,
0.6727272727272727,
0.6727272727272727,
0.5909090909090909,
0.509090909090909,
0.42727272727272725,
0.42727272727272725,
0.34545454545454546,
0.34545454545454546,
0.34545454545454546,
0.26363636363636367,
0.26363636363636367,... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
89.28571319580078,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
178.57142639160156,
0,
0,
0,
0,
0,
0,
89.28571319580078,
0,
0,
0,
17... | train | aaaacopp-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacopp-1 | [
"SFTPC",
"PGC",
"SFTPD",
"NAPSA",
"DUOX1",
"DMBT1",
"MGST1",
"VIM",
"EPAS1",
"NKX2-1",
"SCGB3A2",
"LAMP3",
"SFTA2",
"ITGB1",
"HLA-DRA",
"CD44",
"PECAM1",
"CCN2",
"GCLM",
"BMPR2",
"ITGB6",
"CEACAM6",
"FN1",
"SMAD4",
"SAA2",
"FGF7",
"SPCS2",
"COL3A1",
"FCGBP",
... | [
8,
7,
3,
6,
506,
433,
507,
394,
180,
177,
369,
603,
193,
404,
489,
332,
504,
306,
263,
100,
431,
76,
231,
61,
308,
117,
225,
519,
483,
221,
531,
136,
212,
473,
408,
468,
410,
420,
194,
169,
444,
442,
390,
541,
427,
72,
620,
... | [
[
0,
1,
1,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
... |
[
[
0,
0,
83.33333587646484,
0,
0,
0,
0,
0,
0,
83.33333587646484,
0,
0,
0,
0,
166.6666717529297,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
83.33333587646484,
0,
0,
0,
0,
0... | train | aaaacpab-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacpab-1 | [
"SFTPD",
"SFTPC",
"PGC",
"NAPSA",
"XBP1",
"CD44",
"DUOX1",
"VIM",
"YAP1",
"HSPA5",
"RNASE1",
"FN1",
"HIST1H1C",
"ATF4",
"PKM",
"HERPUD1",
"DMBT1",
"SOD2",
"LPAR1",
"HIF1A",
"CD19",
"RTKN2",
"S100A9",
"HLA-DQB1",
"HLA-DRA",
"CCN2",
"HMOX1",
"SPCS2",
"NKX2-1",
... | [
8,
7,
3,
6,
507,
506,
433,
394,
619,
100,
180,
603,
620,
272,
469,
225,
260,
46,
438,
254,
177,
526,
348,
258,
82,
473,
481,
262,
263,
76,
266,
531,
404,
276,
504,
346,
14,
369,
151,
431,
182,
202,
332,
308,
489,
68,
596,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.8714285714285716,
0.8714285714285716,
0.7428571428571429,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
76.92308044433594,
0,
153.84616088867188,
0,
0,
0,
0,
0,
0,
0,
0,
76.92308044433594,
0,
0,
0,
0,
76.92308044433594,
0,
0,
0,
0,
0,
0,
... | train | aaaacpcm-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacpcm-1 | [
"VIM",
"LUM",
"PGC",
"COL3A1",
"SPARCL1",
"SFTPC",
"CCN2",
"FN1",
"SFTPD",
"SSR3",
"COL1A2",
"DMBT1",
"DCN",
"PDGFRA",
"SOX9",
"RTKN2",
"SPCS3",
"MARCO",
"CD14",
"STAT6",
"MGST1",
"SMAD4",
"ATF4",
"EMG1",
"XBP1",
"FGF7",
"SOD2",
"CREB3L4",
"COL1A1",
"HES1",
... | [
8,
7,
3,
6,
603,
353,
433,
136,
530,
506,
76,
225,
507,
541,
135,
177,
169,
424,
529,
473,
532,
362,
80,
544,
369,
519,
46,
191,
619,
221,
526,
143,
134,
255,
360,
358,
504,
483,
366,
426,
469,
489,
42,
178,
594,
263,
448,
... | [
[
0,
1,
1,
1,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Alveolar FBs | THD0011 | [
1,
0.8875,
0.775,
0.6625,
0.55,
0.55,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
... |
[
[
0,
0,
101.01010131835938,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
202.02020263671875,
0,
0,
0,
0,
101.01010131835938,
0,
101.01010131835938,
0,
0,
0,
101.01010131835938,
0,
0,
0,
0,
0,
0,
0... | train | aaaacpdb-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacpdb-1 | [
"VIM",
"LUM",
"DCN",
"FN1",
"CCN2",
"CST3",
"COL3A1",
"PTGDS",
"EPAS1",
"SOD2",
"STAT6",
"COL1A2",
"SPARCL1",
"ATF4",
"HERPUD1",
"SFTA2",
"COL1A1",
"CD44",
"CD68",
"SMAD4",
"HIST1H1C",
"MEG3",
"FKBP11",
"NHSL2",
"SLC25A37",
"CFTR",
"MYC",
"ICAM1",
"SOX9",
"C... | [
8,
7,
3,
6,
603,
353,
169,
225,
76,
147,
136,
454,
193,
526,
544,
135,
530,
46,
254,
504,
134,
100,
102,
519,
260,
366,
224,
401,
514,
120,
389,
275,
529,
151,
237,
442,
620,
206,
52,
171,
55,
304,
446,
584,
448,
618,
60,
... | [
[
0,
1,
0,
1,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Fibroblasts | THD0011 | [
1,
0.85,
0.7,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1... |
[
[
0,
0,
46.94835662841797,
0,
0,
0,
0,
0,
0,
46.94835662841797,
0,
0,
0,
0,
328.63848876953125,
0,
0,
0,
0,
46.94835662841797,
0,
46.94835662841797,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaclil-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaclil-1 | [
"PGC",
"SFTPC",
"SFTPD",
"NAPSA",
"DUOX1",
"MGST1",
"DMBT1",
"XBP1",
"ATF4",
"NKX2-1",
"CD44",
"LAMP3",
"SFTA2",
"STAT1",
"IDH1",
"SEC11C",
"ITGB1",
"CTNNB1",
"HLA-DRA",
"RHOA",
"NUCB2",
"HYOU1",
"SSR3",
"SCGB3A2",
"YAP1",
"VEGFA",
"ITGB6",
"VIM",
"SPRY2",
"... | [
8,
7,
3,
6,
433,
506,
507,
394,
180,
369,
177,
619,
46,
404,
100,
332,
504,
542,
276,
490,
306,
151,
263,
468,
408,
273,
541,
489,
620,
602,
308,
603,
537,
120,
535,
261,
481,
390,
225,
362,
254,
526,
194,
242,
519,
260,
147... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9181818181818181,
0.8363636363636363,
0.7545454545454545,
0.6727272727272727,
0.5909090909090909,
0.5909090909090909,
0.5909090909090909,
0.5909090909090909,
0.509090909090909,
0.509090909090909,
0.42727272727272725,
0.34545454545454546,
0.26363636363636367,
0.26363636363636367,
0... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
365.8536376953125,
0,
0,
0,
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 | aaaacpda-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacpda-1 | [
"DMBT1",
"PGC",
"SFTPC",
"SFTPD",
"RHOA",
"NAPSA",
"ATF4",
"CD44",
"XBP1",
"DUOX1",
"HYOU1",
"LAMP3",
"EPCAM",
"NKX2-1",
"EPAS1",
"HSPA5",
"SPCS3",
"SOD2",
"NFKB1",
"SFTA2",
"HERPUD1",
"CFTR",
"SPRY2",
"MYDGF",
"MGST1",
"RTKN2",
"RNASE1",
"ITGB1",
"PDIA4",
"... | [
8,
7,
3,
6,
177,
433,
506,
507,
468,
394,
46,
100,
619,
180,
273,
332,
194,
404,
193,
272,
532,
526,
400,
504,
254,
120,
537,
390,
369,
473,
469,
306,
427,
426,
442,
182,
603,
197,
184,
328
] | [
[
0,
1,
1,
1,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
[
1,
0,
1,
0,
0,
0,
0,
0... | AT2 | THD0011 | [
1,
0.85,
0.85,
0.7,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1
] |
[
[
0,
0,
126.582275390625,
0,
63.2911376953125,
0,
0,
0,
0,
126.582275390625,
0,
0,
0,
63.2911376953125,
253.16455078125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaacpde-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacpde-1 | [
"SFTPD",
"SFTPC",
"PGC",
"NAPSA",
"LAMP3",
"MGST1",
"SFTA2",
"HLA-DRA",
"ATF4",
"NKX2-1",
"EGFR",
"EPAS1",
"SOD2",
"RHOA",
"CD44",
"RNASE1",
"GKN2",
"KRT8",
"VIM",
"XBP1",
"DMBT1",
"ACTA2",
"WWTR1",
"ERLEC1",
"ITGB6",
"EHMT1",
"ANKRD28",
"NUTF2",
"SPCS2",
"S... | [
8,
7,
3,
6,
507,
506,
433,
394,
332,
369,
504,
263,
46,
404,
182,
193,
526,
468,
100,
469,
234,
328,
603,
619,
177,
14,
618,
197,
308,
184,
31,
409,
531,
530,
519,
494,
120,
490,
489,
180,
225,
426,
438,
446,
151,
169,
260,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9,
0.8,
0.7000000000000001,
0.6,
0.5,
0.5,
0.5,
0.4,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
56.17977523803711,
0,
0,
0,
0,
0,
0,
56.17977523803711,
0,
0,
0,
0,
224.71910095214844,
0,
0,
0,
56.17977523803711,
0,
0,
56.17977523803711,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaacpdk-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacpdk-1 | [
"SFTPC",
"SFTPD",
"PGC",
"XBP1",
"NAPSA",
"CD44",
"DUOX1",
"MGST1",
"RHOA",
"DMBT1",
"HIST1H1C",
"ATF4",
"HSPA5",
"EPCAM",
"LAMP3",
"SMAD4",
"NKX2-1",
"HLA-DRA",
"RNASE1",
"PDIA3",
"SOD2",
"EPAS1",
"DNAJB9",
"CTNNB1",
"COL1A1",
"SEC11C",
"VIM",
"KRT8",
"YAP1",... | [
8,
7,
3,
6,
506,
507,
433,
619,
394,
100,
180,
369,
468,
177,
260,
46,
272,
194,
332,
519,
404,
263,
469,
426,
526,
193,
178,
151,
134,
490,
603,
328,
620,
306,
400,
438,
147,
489,
454,
494,
504,
442,
621,
427,
197,
408,
224... | [
[
0,
1,
1,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9,
0.8,
0.7000000000000001,
0.7000000000000001,
0.6,
0.6,
0.5,
0.5,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.30000000000000004,
0.30000000000000004,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.1,
0.1,
0.1,
0.1,
0.1,... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
58.13953399658203,
0,
0,
0,
58.13953399658203,
0,
0,
0,
0,
0,
0,
0,
58.13953399658203,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaacpdg-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacpdg-1 | [
"PGC",
"SFTPD",
"SFTPC",
"CD44",
"MGST1",
"DUOX1",
"DMBT1",
"NKX2-1",
"NAPSA",
"XBP1",
"HIST1H1C",
"LAMP3",
"ITGB1",
"RHOA",
"PKM",
"EPAS1",
"SEC11C",
"SOD2",
"HERPUD1",
"HSPA5",
"LUM",
"SSR3",
"HLA-DRA",
"SFTA2",
"VEGFA",
"EGFR",
"PDIA3",
"EHMT1",
"CFTR",
"... | [
8,
7,
3,
6,
433,
507,
506,
100,
369,
180,
177,
404,
394,
619,
260,
332,
306,
468,
438,
193,
490,
526,
254,
272,
353,
541,
263,
504,
602,
182,
426,
184,
120,
346,
328,
514,
113,
494,
515,
135,
220,
137,
473,
225,
151,
169,
44... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9,
0.8,
0.7000000000000001,
0.6,
0.6,
0.6,
0.6,
0.5,
0.5,
0.4,
0.4,
0.4,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.1,
0.1,... |
[
[
0,
0,
126.582275390625,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
506.3291015625,
0,
0,
0,
126.582275390625,
126.582275390625,
0,
0,
0,
0,
0,
0,
0,
0,
126.582275390625,
0,
0,
0,
0,
253.16... | train | aaaacmfc-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacmfc-1 | [
"VIM",
"PDGFRB",
"ATF4",
"MEG3",
"SPARCL1",
"HERPUD1",
"PKM",
"CCL2",
"SFTPD",
"SFTA2",
"CSPG4",
"FCGR3A",
"TREM2",
"EPAS1",
"GSR",
"HES1",
"HLA-DQA1",
"CD44",
"SOD2",
"SNAI2",
"CD34",
"SPCS2",
"STAT6",
"CLDN5",
"HLA-DRA",
"NAPSA",
"NUCB2",
"FCN3",
"CTNNB1",
... | [
8,
7,
3,
6,
603,
425,
46,
366,
530,
254,
438,
72,
507,
504,
146,
214,
586,
193,
247,
255,
261,
100,
526,
523,
92,
531,
544,
126,
263,
394,
408,
217,
151,
468,
170,
171,
426,
177,
428,
442,
372,
264,
433,
51,
76,
558,
14,
3... | [
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SMCs | THD0011 | [
1,
0.82,
0.64,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
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,
273.97259521484375,
0,
0,
0,
136.98629760742188,
0,
0,
0,
0,
273.97259521484375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
684.9315185546875,
136.98629760... | train | aaaacpdm-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacpdm-1 | [
"HMOX1",
"VIM",
"CCL18",
"ITGAX",
"SLC1A3",
"IDH1",
"HLA-DQA1",
"PDIA3",
"PLIN2",
"RHOA",
"CD68",
"SPP1",
"ATF4",
"IL7R",
"AIF1",
"PDIA4",
"FGF2",
"CD14",
"MYDGF",
"HYOU1",
"SPCS3",
"S100A8",
"CCL2",
"KRT8",
"ANKRD28",
"CD4",
"TOP1",
"ITGB1",
"HLA-DRA",
"ITG... | [
8,
7,
3,
6,
266,
603,
71,
305,
513,
276,
261,
426,
442,
468,
102,
536,
46,
294,
23,
427,
220,
80,
390,
273,
532,
480,
72,
328,
31,
97,
580,
306,
263,
303,
519,
586,
312,
193,
253
] | [
[
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
[
1,
0,
1,
0,
0,
0,
0,
0,
0... | SPP1+ Macrophages | THD0011 | [
1,
1,
0.775,
0.55,
0.55,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1
] |
[
[
0,
0,
0,
0,
0,
0,
0,
91.74311828613281,
0,
0,
0,
0,
0,
0,
366.97247314453125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
183.48623657226562,
0,
0,
0,
91.74311828613281,
0,
0,
0,
0,
... | train | aaaacpcf-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacpcf-1 | [
"SFTPC",
"EPAS1",
"SFTPD",
"SCGB3A2",
"DMBT1",
"PGC",
"NAPSA",
"ATF4",
"FCN3",
"MGST1",
"CD44",
"SFTA2",
"SSR3",
"VIM",
"TGFB1",
"NHSL2",
"NUCB2",
"BMPR2",
"S100A9",
"PECAM1",
"PLIN2",
"CST3",
"CTNNB1",
"TP73",
"EPCAM",
"ERLEC1",
"RHOA",
"FN1",
"HYOU1",
"IDH... | [
8,
7,
3,
6,
506,
193,
507,
489,
177,
433,
394,
46,
217,
369,
100,
504,
541,
603,
556,
401,
408,
61,
481,
431,
442,
147,
151,
583,
194,
197,
468,
225,
273,
276,
279,
300,
490,
306,
309,
324,
328,
544,
126,
532,
293,
294,
621,... | [
[
0,
1,
1,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
... | gCap | THD0011 | [
1,
0.9,
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,
0.1,
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,
0,
0,
0,
0,
0,
0,
0,
0,
0,
81.30081176757812,
0,
0,
0,
0,
81.30081176757812,
0,
0,
0,
81.30081176757812,
81.30081176757812,
0,
81.30081176757812,
0,
0,
0,
81.3... | train | aaaacpfe-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacpfe-1 | [
"EPAS1",
"VIM",
"IL7R",
"FCN3",
"RHOA",
"PECAM1",
"HERPUD1",
"HIST1H1C",
"PDIA3",
"PKM",
"MEG3",
"SPCS3",
"TOP1",
"EGFR",
"SOD2",
"CST3",
"HEY1",
"SPARCL1",
"CSPG4",
"COL1A2",
"CTNNB1",
"DDIT3",
"CD8A",
"EHMT1",
"XBP1",
"WWTR1",
"FGFBP2",
"GCLM",
"TTC19",
"C... | [
8,
7,
3,
6,
193,
603,
294,
217,
468,
431,
254,
260,
426,
438,
366,
532,
580,
182,
526,
147,
257,
530,
146,
135,
151,
171,
110,
184,
619,
618,
222,
231,
590,
144,
169,
483,
272,
273,
300,
353,
97,
408,
409,
410,
425,
544,
427... | [
[
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.85,
0.7,
0.7,
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,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
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,
60.240962982177734,
0,
0,
0,
0,
0,
0,
120.48192596435547,
0,
0,
0,
0,
240.96385192871094,
0,
0,
0,
60.240962982177734,
0,
0,
0,
0,
120.48192596435547,
0,
0,
0,
0,
0,
0,
0,
0,
0... | train | aaaacpee-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacpee-1 | [
"SFTPC",
"PGC",
"SFTPD",
"NAPSA",
"DMBT1",
"CD44",
"DUOX1",
"NKX2-1",
"MGST1",
"HLA-DRA",
"ATF4",
"LAMP3",
"SCGB3A2",
"BCL2L1",
"FN1",
"S100A9",
"COL1A1",
"SPARCL1",
"SSR3",
"HIF1A",
"EPCAM",
"SFTA2",
"PDIA3",
"VIM",
"ANKRD28",
"ITGA3",
"RAMP2",
"FKBP11",
"COL... | [
8,
7,
3,
6,
506,
433,
507,
394,
177,
100,
180,
404,
369,
263,
46,
332,
489,
58,
225,
481,
134,
530,
541,
258,
194,
504,
426,
603,
31,
301,
459,
224,
135,
519,
480,
193,
217,
469,
532,
120,
544,
51,
490,
619,
14,
276,
442,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.8875,
0.8875,
0.775,
0.6625,
0.6625,
0.55,
0.55,
0.4375,
0.4375,
0.4375,
0.4375,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000... |
[
[
0,
0,
0,
220.58822631835938,
0,
0,
0,
147.05882263183594,
0,
73.52941131591797,
0,
0,
0,
0,
147.05882263183594,
0,
73.52941131591797,
0,
73.52941131591797,
0,
0,
0,
0,
0,
0,
0,
73.52941131591797,
0,
... | train | aaaaclhi-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaclhi-1 | [
"PGC",
"RTKN2",
"SFTPD",
"CEACAM6",
"NAPSA",
"NKX2-1",
"CD44",
"HSPA5",
"CEACAM5",
"GCLM",
"FN1",
"HIST1H1C",
"KRT18",
"AGER",
"AKR1C1",
"COL1A2",
"KRT8",
"IDH1",
"EPCAM",
"EPAS1",
"YAP1",
"SFTPC",
"STAT6",
"SPRY2",
"HLA-DRA",
"DUOX1",
"ATF4",
"XBP1",
"PKM",
... | [
8,
7,
3,
6,
433,
473,
507,
117,
394,
404,
100,
272,
116,
231,
225,
260,
324,
21,
26,
135,
328,
276,
194,
193,
620,
506,
544,
537,
263,
180,
46,
619,
438,
494,
120,
428,
519,
211,
206,
504,
442,
389,
137,
400,
147,
526,
469,
... | [
[
0,
1,
1,
0,
0,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT1 | THD0011 | [
1,
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,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
250,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaacpei-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacpei-1 | [
"PECAM1",
"LYZ",
"SPARCL1",
"WWTR1",
"EPAS1",
"VIM",
"TGFB1",
"HIST1H1C",
"LUM",
"IL7R",
"BMPR2",
"PTGDS",
"PLIN2",
"FCN3",
"MAL",
"NAPSA",
"IRF1",
"YAP1",
"HERPUD1",
"ITGAE",
"SOD2",
"ITGB1",
"SLC25A37",
"SFTPC",
"COL1A1",
"COL3A1",
"RHOA",
"FN1",
"DCN",
"P... | [
8,
7,
3,
6,
431,
357,
530,
618,
193,
603,
556,
260,
353,
294,
61,
454,
442,
217,
358,
394,
296,
620,
254,
302,
526,
306,
514,
506,
134,
136,
468,
225,
169,
433,
276,
426,
266,
532,
263,
312,
541,
304,
542,
558,
551
] | [
[
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
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... | gCap | THD0011 | [
1,
0.82,
0.64,
0.64,
0.64,
0.64,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
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,
108.6956558227539,
0,
0,
0,
108.6956558227539,
0,
0,
0,
0,
108.6956558227539,
0,
0,
217.3913116455078,
0,
0,
0,
0,
0,
0,
0,
0,
0... | train | aaaacpem-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacpem-1 | [
"PTGDS",
"LUM",
"FN1",
"VIM",
"COL1A2",
"DCN",
"MEG3",
"PDGFRB",
"XBP1",
"ITGAV",
"COL1A1",
"COL3A1",
"SPARCL1",
"BMPR2",
"YAP1",
"HIF1A",
"EPAS1",
"ITGA3",
"HIST1H1C",
"SPCS3",
"SFTPD",
"SPCS2",
"HERPUD1",
"NUTF2",
"CCN2",
"CSPG4",
"FAS",
"PAEP",
"PCNA",
"P... | [
8,
7,
3,
6,
454,
353,
225,
603,
135,
169,
366,
425,
619,
304,
134,
136,
530,
61,
620,
258,
193,
301,
260,
532,
507,
531,
254,
409,
76,
146,
206,
416,
420,
424,
426,
184,
182,
494,
556,
360,
332,
58,
51,
46,
583,
266,
348,
... | [
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
... | Fibroblasts | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.... |
[
[
0,
0,
0,
0,
0,
102.04081726074219,
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,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadcci-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadcci-1 | [
"LYZ",
"VIM",
"EREG",
"MS4A7",
"HLA-DRA",
"MARCO",
"PTPRC",
"FCER1G",
"SPCS3",
"CD44",
"HMOX1",
"EPAS1",
"CD14",
"ATF4",
"PDIA6",
"SOD2",
"SPARCL1",
"EGFR",
"SNAI2",
"S100A9",
"PECAM1",
"SNAI1",
"SFTPD",
"SFTPC",
"PDGFRA",
"RHOA",
"ZEB1",
"MRC1",
"GSR",
"HAV... | [
8,
7,
3,
6,
357,
603,
196,
383,
263,
362,
456,
211,
532,
100,
266,
193,
80,
46,
428,
526,
530,
182,
523,
481,
431,
522,
507,
506,
424,
468,
621,
379,
247,
253,
254,
258,
260,
272,
273,
276,
279,
280,
300,
303,
304,
214,
225,... | [
[
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,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0... |
[
[
0,
0,
125.78616333007812,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
125.78616333007812,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
314.4653930664062... | train | aaaadccp-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadccp-1 | [
"PGC",
"SFTPC",
"FN1",
"SOD2",
"SFTPD",
"VIM",
"CCN2",
"NAPSA",
"CD44",
"LUM",
"ICAM1",
"SPARCL1",
"LAMP3",
"PTGDS",
"PDGFRA",
"SFTA2",
"COL1A2",
"COL3A1",
"HIF1A",
"HLA-DRA",
"EPAS1",
"MGST1",
"DMBT1",
"SCGB3A2",
"ACTA2",
"KRT8",
"RHOA",
"AXIN2",
"XBP1",
"Y... | [
8,
7,
3,
6,
433,
506,
225,
526,
507,
603,
76,
394,
100,
353,
275,
530,
332,
454,
424,
504,
135,
136,
258,
263,
193,
369,
177,
489,
14,
328,
468,
51,
619,
620,
519,
427,
182,
517,
456,
390,
481,
312,
134,
206,
143,
448,
408,
... | [
[
0,
1,
1,
1,
1,
1,
1,
0,
0,
1,
0,
1,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Alveolar FBs | THD0011 | [
1,
1,
1,
0.8714285714285716,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.357142... |
[
[
0,
0,
0,
108.6956558227539,
0,
0,
0,
108.6956558227539,
0,
0,
0,
0,
0,
0,
217.3913116455078,
0,
108.6956558227539,
0,
0,
0,
0,
0,
0,
0,
0,
0,
217.3913116455078,
0,
0,
0,
217.3913116455078,
... | train | aaaadccl-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadccl-1 | [
"VIM",
"PECAM1",
"CST3",
"KDR",
"EHMT1",
"ICAM1",
"CTNNB1",
"LYZ",
"HLA-DRA",
"ATF4",
"BMPR2",
"FCER1G",
"FCGR3A",
"CD4",
"TGFB1",
"MS4A7",
"CA4",
"HLA-DQA1",
"CRELD2",
"SFTPD",
"ITGA3",
"ITGAX",
"CD44",
"EPAS1",
"CXCR4",
"PKM",
"CLDN5",
"SLC25A4",
"RTKN2",
... | [
8,
7,
3,
6,
603,
431,
147,
312,
184,
275,
151,
357,
263,
46,
61,
211,
214,
97,
556,
383,
68,
261,
144,
507,
301,
305,
100,
193,
163,
438,
126,
515,
473,
621,
409,
426,
206,
224,
225,
400,
394,
234,
238,
366,
272,
288,
296,
... | [
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.82,
0.64,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1... |
[
[
0,
0,
0,
0,
65.78947448730469,
0,
0,
65.78947448730469,
0,
0,
0,
0,
0,
0,
197.36842346191406,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
65.78947448730469,
65.78947448730469,
0,
0,
0,
65.78947448730469,
... | train | aaaadcdd-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadcdd-1 | [
"VIM",
"PGC",
"EPAS1",
"SFTPD",
"FN1",
"PECAM1",
"SFTPC",
"NAPSA",
"DUOX1",
"RHOA",
"IL7R",
"CD44",
"SPARCL1",
"DMBT1",
"IDH1",
"LUM",
"RNASE1",
"ATF4",
"PKM",
"PTGDS",
"SFTA2",
"SOD2",
"YAP1",
"LAMP3",
"HIST1H1C",
"EPCAM",
"CEACAM6",
"NKX2-1",
"WWTR1",
"PCN... | [
8,
7,
3,
6,
603,
433,
193,
507,
225,
431,
506,
394,
180,
468,
294,
100,
530,
177,
276,
353,
469,
46,
438,
454,
504,
526,
620,
332,
260,
194,
117,
404,
618,
420,
263,
151,
459,
247,
254,
258,
556,
522,
273,
275,
279,
494,
313... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
0,
1,
0,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.9,
0.8,
0.8,
0.7000000000000001,
0.6,
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,
0.2,
0.2,
0.2,
0.2,
0.... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
53.7634391784668,
0,
0,
0,
0,
0,
268.81719970703125,
53.7634391784668,
0,
0,
53.7634391784668,
0,
0,
0,
0,
0,
0,
0,
53.7634391784668,
0,
0,
0,
0,
0,
0,
0,... | train | aaaadccn-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadccn-1 | [
"SFTPC",
"PGC",
"SFTPD",
"VIM",
"FN1",
"SFTA2",
"CD44",
"ATF4",
"SOD2",
"DMBT1",
"EPAS1",
"MGST1",
"PDGFRA",
"PTGDS",
"XBP1",
"PDIA3",
"DCN",
"COL1A2",
"PKM",
"CCN2",
"NAPSA",
"LAMP3",
"YAP1",
"FGF2",
"SPARCL1",
"ITGB1",
"SPCS3",
"RNASE1",
"MYDGF",
"COL1A1",... | [
8,
7,
3,
6,
506,
433,
507,
603,
225,
504,
100,
46,
526,
177,
193,
369,
424,
454,
619,
426,
169,
135,
438,
76,
394,
332,
620,
220,
530,
306,
532,
469,
390,
134,
180,
610,
120,
301,
151,
276,
480,
481,
136,
312,
490,
494,
477,... | [
[
0,
1,
1,
1,
0,
0,
0,
1,
0,
1,
0,
1,
0,
0,
1,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9,
0.8,
0.7000000000000001,
0.6,
0.5,
0.5,
0.5,
0.4,
0.4,
0.4,
0.4,
0.4,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.2,
... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
93.45794677734375,
0,
0,
0,
0,
93.45794677734375,
0,
93.45794677734375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
93.45794677734375,
0,
0,
0,
0,
0,
0,
0,
0,
0... | train | aaaadcdf-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadcdf-1 | [
"LYZ",
"VIM",
"SFTPC",
"PGC",
"DMBT1",
"SOD2",
"CD44",
"RHOA",
"S100A8",
"S100A9",
"PTPRC",
"SFTA2",
"EPAS1",
"IDH1",
"HIF1A",
"STAT6",
"LAMP3",
"SEC11C",
"FCN1",
"ITGB1",
"CD14",
"NAPSA",
"HLA-DRA",
"SPARCL1",
"CFTR",
"PECAM1",
"GPR183",
"HIST1H1C",
"CEACAM6"... | [
8,
7,
3,
6,
357,
603,
506,
433,
177,
526,
100,
468,
480,
481,
456,
504,
193,
276,
258,
544,
332,
490,
216,
306,
80,
394,
263,
530,
120,
431,
242,
260,
117,
234,
450,
507,
169,
46,
275,
514,
469,
61,
211,
31,
620,
596,
48
] | [
[
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
],
[
1... | Interstitial Macrophages | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
... |
[
[
0,
0,
105.2631607055664,
0,
0,
0,
0,
105.2631607055664,
0,
0,
0,
0,
0,
0,
526.3157958984375,
105.2631607055664,
105.2631607055664,
0,
0,
210.5263214111328,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadceg-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadceg-1 | [
"EPAS1",
"SPARCL1",
"ITGB1",
"PDGFRB",
"ATF4",
"HIST1H1C",
"SFTPC",
"VIM",
"SOD2",
"SFTPD",
"CCL18",
"CD4",
"FN1",
"COL1A2",
"AXL",
"YAP1",
"CCN2",
"PGC",
"DCN",
"FCN3",
"HLA-DRA",
"HLA-DQA1",
"DMBT1",
"HERPUD1",
"MEG3",
"SPCS3",
"PDIA4",
"PDIA3",
"RHOA",
"N... | [
8,
7,
3,
6,
193,
530,
306,
425,
46,
260,
506,
603,
526,
507,
71,
97,
225,
135,
52,
620,
76,
433,
169,
217,
263,
261,
177,
254,
366,
532,
427,
426,
468,
394,
120,
494,
151,
147,
146,
357,
408,
405,
294,
442,
47,
48,
26,
332... | [
[
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
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,
0.7,
0.7,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,... |
[
[
0,
0,
89.28571319580078,
89.28571319580078,
0,
89.28571319580078,
0,
0,
89.28571319580078,
0,
0,
0,
0,
0,
267.8571472167969,
89.28571319580078,
0,
0,
89.28571319580078,
0,
0,
0,
0,
178.57142639160156,
0,
0,
... | train | aaaackag-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaackag-1 | [
"VIM",
"RTKN2",
"SFTPD",
"HIST1H1C",
"MGST1",
"S100A8",
"NKX2-1",
"ICAM1",
"ITGA3",
"LYZ",
"ATF4",
"CD44",
"STAT6",
"HIF1A",
"CEACAM6",
"BCL2L1",
"NAPSA",
"CTNNB1",
"EPAS1",
"EHMT1",
"FN1",
"DUOX1",
"IFIT3",
"RHOA",
"EPCAM",
"COL4A3",
"HYOU1",
"HSPA5",
"HMOX1"... | [
8,
7,
3,
6,
603,
473,
507,
260,
369,
480,
404,
275,
301,
357,
46,
100,
544,
258,
117,
58,
394,
151,
193,
184,
225,
180,
280,
468,
194,
137,
273,
272,
266,
264,
530,
242,
400,
469,
254,
514,
178,
214,
409,
528,
438,
433,
51,
... | [
[
0,
1,
1,
0,
0,
1,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
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,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
50.25125503540039,
0,
0,
50.25125503540039,
0,
50.25125503540039,
0,
50.25125503540039,
0,
0,
0,
0,
150.75376892089844,
0,
0,
0,
0,
0,
0,
0,
0,
50.25125503540039,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaackca-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaackca-1 | [
"VIM",
"PLIN2",
"CCL2",
"HMOX1",
"EPAS1",
"FCER1G",
"CD44",
"HLA-DRA",
"PDIA3",
"PKM",
"HYOU1",
"LYZ",
"ITGB1",
"PDIA4",
"RHOA",
"MGST1",
"MARCO",
"ATF4",
"HSPA5",
"SOD2",
"CD68",
"ITGAM",
"IDH1",
"FN1",
"DMBT1",
"DCN",
"CTNNB1",
"NAPSA",
"MYDGF",
"CLDN5",
... | [
8,
7,
3,
6,
603,
442,
72,
266,
193,
211,
100,
263,
426,
438,
273,
357,
306,
427,
468,
369,
362,
46,
272,
526,
102,
303,
276,
225,
177,
169,
151,
394,
390,
126,
494,
431,
597,
433,
448,
456,
513,
530,
532,
261,
542,
260,
253,... | [
[
0,
1,
1,
1,
1,
1,
1,
0,
1,
0,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SPP1+ Macrophages | THD0011 | [
1,
0.9099999999999999,
0.82,
0.73,
0.64,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.37,
0.37,
0.37,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.19,
0.19... |
[
[
0,
0,
53.7634391784668,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
322.58062744140625,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
53.7634391784668,
0,
0,
53.7634391784668,
0,
0,
... | train | aaaackcc-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaackcc-1 | [
"SFTPD",
"PGC",
"NAPSA",
"MGST1",
"HLA-DRA",
"SFTA2",
"SFTPC",
"ATF4",
"DMBT1",
"PKM",
"YAP1",
"ERLEC1",
"RHOA",
"CD44",
"HYOU1",
"XBP1",
"DUOX1",
"LAMP3",
"PDIA3",
"SOD2",
"SPARCL1",
"NKX2-1",
"SPCS3",
"HSPA5",
"EGFR",
"UBE2J1",
"S100A9",
"SSR3",
"STAT1",
"... | [
8,
7,
3,
6,
507,
433,
394,
369,
263,
504,
506,
46,
177,
438,
620,
197,
468,
100,
273,
619,
180,
332,
426,
526,
530,
404,
532,
272,
182,
594,
481,
541,
542,
328,
390,
456,
147,
258,
260,
120,
531,
489,
450,
483,
254,
353,
494... | [
[
0,
1,
1,
1,
1,
1,
1,
0,
1,
1,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9,
0.8,
0.7000000000000001,
0.7000000000000001,
0.6,
0.6,
0.6,
0.5,
0.5,
0.5,
0.4,
0.4,
0.4,
0.4,
0.4,
0.30000000000000004,
0.30000000000000004,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,... |
[
[
0,
0,
69.93006896972656,
0,
0,
0,
0,
69.93006896972656,
69.93006896972656,
0,
0,
0,
0,
0,
279.72027587890625,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
69.93006896972... | train | aaaackcd-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaackcd-1 | [
"VIM",
"EPAS1",
"FN1",
"CTNNB1",
"ITGB1",
"IL7R",
"CCN2",
"YAP1",
"ATF4",
"CEACAM6",
"SPARCL1",
"COL3A1",
"RHOA",
"CST3",
"LUM",
"PDGFRB",
"ITGAV",
"IDH1",
"HIF1A",
"ITM2C",
"HERPUD1",
"LPAR1",
"HLA-DRA",
"MGST1",
"PDGFRA",
"PDIA3",
"DCN",
"PLIN2",
"ERLEC1",
... | [
8,
7,
3,
6,
603,
193,
225,
151,
306,
294,
76,
620,
46,
117,
530,
136,
468,
147,
353,
425,
304,
276,
258,
309,
254,
348,
263,
369,
424,
426,
169,
442,
197,
191,
205,
544,
184,
619,
260,
261,
146,
556,
272,
507,
542,
494,
469,... | [
[
0,
1,
0,
0,
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,
0,
0,
0,... | Alveolar FBs | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
120.48192596435547,
0,
0,
0,
120.48192596435547,
0,
0,
0,
0,
0,
0,
0,
120.48192596435547,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaacjmf-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacjmf-1 | [
"EPAS1",
"VIM",
"SPARCL1",
"LYZ",
"PECAM1",
"RHOA",
"FCN3",
"PKM",
"RNASE1",
"CD68",
"DCN",
"CTNNB1",
"SELENOS",
"HLA-DRA",
"HERPUD1",
"EMG1",
"DMBT1",
"CXCL13",
"FCER1G",
"FCGR3A",
"CST3",
"GNG11",
"IL7R",
"HSPA5",
"ICAM1",
"CEACAM6",
"LUM",
"MS4A7",
"NAPSA",... | [
8,
7,
3,
6,
193,
603,
530,
357,
431,
468,
217,
438,
469,
102,
169,
151,
494,
263,
254,
191,
177,
157,
211,
214,
147,
238,
294,
272,
275,
117,
353,
383,
394,
448,
507,
544,
594,
618,
619,
260,
296,
621,
46,
61,
51
] | [
[
0,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
[
1,
0,
1... | gCap | THD0011 | [
1,
0.85,
0.85,
0.7,
0.5499999999999999,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
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,
123.456787109375,
0,
0,
0,
0,
246.91357421875,
0,
61.7283935546875,
0,
61.7283935546875,
0,
61.7283935546875,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaacoke-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacoke-1 | [
"SFTPC",
"PGC",
"SFTPD",
"DMBT1",
"NAPSA",
"MGST1",
"XBP1",
"DUOX1",
"LAMP3",
"PDIA4",
"HIST1H1C",
"NKX2-1",
"ATF4",
"CD44",
"VIM",
"EPAS1",
"RHOA",
"ITGB1",
"ERLEC1",
"GSR",
"WFDC2",
"CST3",
"ANKRD28",
"CPA3",
"STAT1",
"PKM",
"SOD2",
"HLA-DRA",
"HMGA1",
"HS... | [
8,
7,
3,
6,
506,
433,
507,
177,
394,
369,
619,
180,
332,
427,
260,
404,
46,
100,
603,
193,
468,
306,
197,
247,
610,
147,
31,
142,
542,
438,
526,
263,
264,
272,
273,
120,
258,
234,
149,
324,
296,
48,
171,
54,
620,
51,
596,
... | [
[
0,
1,
1,
1,
1,
1,
1,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9099999999999999,
0.82,
0.73,
0.64,
0.5499999999999999,
0.5499999999999999,
0.45999999999999996,
0.45999999999999996,
0.37,
0.37,
0.37,
0.37,
0.37,
0.37,
0.37,
0.28,
0.28,
0.28,
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,
60.240962982177734,
0,
60.240962982177734,
60.240962982177734,
0,
0,
0,
0,
0,
180.72288513183594,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
60.240962982177734,
0,
0,
0,
0,
0,
0... | train | aaaacoja-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacoja-1 | [
"VIM",
"FN1",
"CCN2",
"DCN",
"SFTPC",
"PGC",
"LYZ",
"XBP1",
"COL1A2",
"CD44",
"SPARCL1",
"YAP1",
"HMOX1",
"COL3A1",
"PTGDS",
"SFTPD",
"HIF1A",
"ATF4",
"PDGFRA",
"HERPUD1",
"CST3",
"KDR",
"IDH1",
"MSLN",
"SMAD4",
"LUM",
"CSPG4",
"GCLM",
"PDIA3",
"EPAS1",
"L... | [
8,
7,
3,
6,
603,
225,
76,
169,
506,
433,
357,
619,
135,
100,
530,
620,
266,
136,
454,
507,
258,
46,
424,
254,
147,
312,
276,
384,
519,
353,
146,
231,
426,
193,
348,
532,
531,
602,
472,
442,
221,
438,
369,
23,
324,
27,
26,
... | [
[
0,
1,
1,
1,
1,
1,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Alveolar FBs | THD0011 | [
1,
0.9,
0.8,
0.7000000000000001,
0.6,
0.6,
0.5,
0.5,
0.4,
0.4,
0.4,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
... |
[
[
0,
0,
99.00990295410156,
0,
0,
0,
0,
0,
0,
99.00990295410156,
0,
0,
0,
0,
0,
99.00990295410156,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
99.00990295410156,
0,
0,
0,
297.02972412109375,
... | train | aaaacopc-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacopc-1 | [
"VIM",
"LYZ",
"HLA-DRA",
"PLIN2",
"MS4A7",
"CD68",
"PDIA3",
"CD44",
"CCL18",
"MARCO",
"IL7R",
"SFTPC",
"RHOA",
"PDIA6",
"FCER1G",
"NUCB2",
"IDH1",
"HSPA5",
"HMOX1",
"NFKB1",
"LGALS1",
"CD52",
"HYOU1",
"SLC1A3",
"SEC11C",
"MYDGF",
"CTNNB1",
"PKM",
"HAVCR2",
"... | [
8,
7,
3,
6,
603,
357,
263,
442,
383,
102,
426,
100,
71,
362,
294,
506,
468,
428,
211,
408,
276,
272,
266,
400,
336,
101,
273,
513,
490,
390,
151,
438,
253,
369,
193,
411,
410,
97,
225,
264,
542,
456,
306,
31,
14,
596,
47,
... | [
[
0,
1,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
... | Macrophages | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
60.975608825683594,
0,
0,
0,
60.975608825683594,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaacope-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacope-1 | [
"SFTPC",
"SFTPD",
"PGC",
"DMBT1",
"NAPSA",
"MGST1",
"XBP1",
"SFTA2",
"HLA-DRA",
"KRT18",
"RNASE1",
"CD44",
"DUOX1",
"STAT1",
"WWTR1",
"GKN2",
"VIM",
"LAMP3",
"CTNNB1",
"SSR3",
"NKX2-1",
"LUM",
"SPCS2",
"PDIA6",
"SEC11C",
"RHOA",
"PTGDS",
"PRDX4",
"PKM",
"PDG... | [
8,
7,
3,
6,
506,
507,
433,
177,
394,
369,
619,
504,
263,
324,
469,
100,
180,
542,
618,
234,
603,
332,
151,
541,
404,
353,
531,
428,
490,
468,
454,
450,
438,
424,
225,
254,
526,
328,
276,
46,
594,
620,
51,
312,
273
] | [
[
0,
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
],
[
1,
0,
1... | AT2 | THD0011 | [
1,
0.9099999999999999,
0.82,
0.73,
0.64,
0.5499999999999999,
0.5499999999999999,
0.45999999999999996,
0.37,
0.37,
0.37,
0.37,
0.28,
0.28,
0.28,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1... |
[
[
0,
0,
0,
0,
0,
0,
0,
114.9425277709961,
229.8850555419922,
0,
0,
0,
0,
229.8850555419922,
459.7701110839844,
114.9425277709961,
0,
0,
0,
0,
0,
114.9425277709961,
0,
0,
0,
0,
0,
0,
344.82757568359375... | train | aaaacpgn-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacpgn-1 | [
"VIM",
"LYZ",
"ATF4",
"HSPA5",
"CCL18",
"C1QC",
"PLIN2",
"MS4A7",
"AKR1C2",
"SOD2",
"MARCO",
"ATF3",
"HLA-DRA",
"HLA-DQA1",
"PGC",
"HYOU1",
"DDIT3",
"LMAN1",
"TGFB1",
"HIST1H1C",
"MYDGF",
"FCER1G",
"SPCS2",
"MANF",
"EPAS1",
"RNASE1",
"CD44",
"HIF1A",
"ITGB1",
... | [
8,
7,
3,
6,
603,
357,
46,
272,
71,
66,
442,
383,
27,
526,
362,
45,
263,
261,
433,
273,
171,
346,
556,
260,
390,
211,
531,
360,
193,
469,
100,
258,
306,
532,
26,
47,
300,
55,
594,
280,
336
] | [
[
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
],
[
1,
0,
0,
0,
0,
1,
0... | not available | THD0011 | [
1,
0.82,
0.64,
0.64,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1
] |
[
[
0,
0,
0,
0,
0,
0,
0,
101.01010131835938,
0,
0,
0,
0,
0,
0,
404.0404052734375,
101.01010131835938,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
101.01010131835938,
0,
0,
0,
0,
303.03030395... | train | aaaaclgo-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaclgo-1 | [
"VIM",
"LYZ",
"PLIN2",
"ATF4",
"CD68",
"MS4A7",
"HMOX1",
"HLA-DRA",
"SPP1",
"EPAS1",
"CCL2",
"GSR",
"FN1",
"HSPA5",
"CTNNB1",
"HLA-DQB1",
"UBE2J1",
"HLA-DQA1",
"CD44",
"MARCO",
"HIST1H1C",
"SPCS3",
"SOD2",
"SPCS2",
"MYDGF",
"HERPUD1",
"HMGA1",
"MGST1",
"TGFB1"... | [
8,
7,
3,
6,
603,
357,
442,
46,
102,
383,
266,
263,
536,
193,
72,
247,
225,
272,
151,
262,
594,
261,
100,
362,
260,
532,
526,
531,
390,
254,
264,
369,
556,
253,
506,
586,
619,
211,
66,
47,
468,
26,
306,
438,
305,
304
] | [
[
0,
1,
1,
0,
1,
1,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
[
1,
0... | SPP1+ Macrophages | THD0011 | [
1,
0.85,
0.7,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
208.3333282470703,
0,
0,
0,
52.08333206176758,
0,
104.16666412353516,
52.08333206176758,
0,
52.08333206176758,
0,
0,
104.16666412353516,
52.08333206176758,
... | train | aaaacpah-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacpah-1 | [
"SFTPC",
"PGC",
"DMBT1",
"SFTPD",
"CD44",
"MGST1",
"VIM",
"XBP1",
"RHOA",
"SCGB3A2",
"KRT8",
"ATF4",
"NKX2-1",
"EPAS1",
"SFTA2",
"IDH1",
"YAP1",
"PDIA6",
"HIST1H1C",
"BMPR2",
"HYOU1",
"BANK1",
"HLA-DRA",
"NAPSA",
"RNASE1",
"ITGA3",
"PRDX4",
"PECAM1",
"PIM2",
... | [
8,
7,
3,
6,
506,
433,
177,
507,
100,
369,
603,
619,
468,
489,
328,
46,
404,
193,
504,
276,
620,
428,
260,
61,
273,
54,
263,
394,
469,
301,
450,
431,
437,
180,
258,
357,
362,
261,
225,
234,
151,
116,
473,
490,
438,
526,
454,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9249999999999999,
0.85,
0.7749999999999999,
0.7,
0.625,
0.5499999999999999,
0.475,
0.4,
0.4,
0.32499999999999996,
0.32499999999999996,
0.32499999999999996,
0.32499999999999996,
0.25,
0.25,
0.25,
0.25,
0.175,
0.175,
0.175,
0.175,
0.175,
0.175,
0.175,
0.175,
0.... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
75.75757598876953,
75.75757598876953,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
227.27273559570312,
0,
0,
0,
0,
0,... | train | aaaacpfc-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacpfc-1 | [
"VIM",
"EPAS1",
"LYZ",
"ITGB1",
"NKG7",
"PTPRC",
"HLA-DRA",
"CCL18",
"PKM",
"CD44",
"FGFBP2",
"GNLY",
"PTGDS",
"CXCR4",
"HIST1H1C",
"CD3G",
"PDIA4",
"PLIN2",
"DMBT1",
"PPARG",
"TRAC",
"LCK",
"TGFB1",
"CD247",
"HSPA5",
"SOD2",
"SFTPD",
"CD3E",
"PRDX4",
"CST3"... | [
8,
7,
3,
6,
603,
193,
357,
306,
403,
456,
263,
71,
438,
100,
222,
239,
454,
163,
260,
96,
427,
442,
177,
448,
585,
334,
556,
87,
272,
526,
507,
95,
450,
147,
489,
516,
490,
494,
151,
468,
408,
426,
332,
305,
304,
303,
301,
... | [
[
0,
1,
1,
1,
0,
1,
0,
1,
0,
1,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | NK cells | THD0011 | [
1,
0.85,
0.85,
0.7,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
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... |
[
[
0,
0,
75.18797302246094,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
375.93988037109375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaclic-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaclic-1 | [
"SFTPC",
"DMBT1",
"SFTPD",
"PGC",
"NAPSA",
"MGST1",
"ATF4",
"PDIA3",
"EPAS1",
"CD44",
"XBP1",
"DUOX1",
"RHOA",
"HYOU1",
"KRT18",
"LAMP3",
"ITGB1",
"SOD2",
"COL1A1",
"NKX2-1",
"RNASE1",
"SMAD4",
"FCER1G",
"ERLEC1",
"SLC25A4",
"STAT1",
"HERPUD1",
"WNT7B",
"LPAR2... | [
8,
7,
3,
6,
506,
177,
507,
433,
394,
369,
46,
426,
193,
100,
619,
180,
468,
273,
324,
332,
306,
526,
134,
404,
469,
519,
211,
197,
515,
542,
254,
615,
349,
258,
427,
346,
348,
263,
431,
14,
328,
489,
437,
400,
169,
438,
184,... | [
[
0,
1,
1,
1,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.8875,
0.8875,
0.775,
0.6625,
0.6625,
0.55,
0.4375,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
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,
0,
116.27906799316406,
0,
0,
116.27906799316406,
0,
116.27906799316406,
0,
0,
0,
0,
0,
0,
465.11627197265625,
0,
116.27906799316406,
0,
0,
0,
0,
0,
0,
0,
0,
0,
232.55813598632812,
0,
0,
0,
... | train | aaaacpal-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacpal-1 | [
"VIM",
"HLA-DRA",
"MARCO",
"MS4A7",
"HIF1A",
"ATF4",
"HAVCR2",
"ITGAX",
"LYZ",
"RNASE1",
"HLA-DQA1",
"PLIN2",
"EPAS1",
"STAT1",
"SPP1",
"BMPR2",
"HES1",
"PGC",
"STAT6",
"HIST1H1C",
"SPCS3",
"CD4",
"IL7R",
"SNCA",
"GSR",
"FGF10",
"NUCB2",
"OAS2",
"RHOA",
"CTH... | [
8,
7,
3,
6,
603,
263,
362,
383,
258,
46,
253,
305,
357,
469,
261,
442,
193,
542,
536,
61,
255,
433,
544,
260,
532,
97,
294,
524,
247,
219,
408,
410,
468,
149,
151,
459,
169,
448,
426,
438,
100,
224,
363,
266,
14,
23,
26,
4... | [
[
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SPP1+ Macrophages | THD0011 | [
1,
0.85,
0.7,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
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,
133.3333282470703,
0,
0,
0,
0,
266.6666564941406,
0,
0,
0,
0,
0,
0,
133.3333282470703,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaacpdn-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacpdn-1 | [
"CD44",
"SFTPD",
"SFTPC",
"MGST1",
"PGC",
"NAPSA",
"SFTA2",
"DMBT1",
"XBP1",
"EPAS1",
"LAMP3",
"PDIA3",
"ATF4",
"NKX2-1",
"HLA-DRA",
"HSPA5",
"COL1A1",
"COL3A1",
"STAT1",
"PKM",
"SOD2",
"HERPUD1",
"IDH1",
"ITGAV",
"BAX",
"ANKRD28",
"DUOX1",
"PLPP5",
"WWTR1",
... | [
8,
7,
3,
6,
100,
507,
506,
369,
433,
394,
504,
177,
619,
193,
332,
426,
46,
404,
263,
272,
134,
136,
542,
438,
526,
254,
276,
304,
55,
31,
180,
444,
618,
169,
468,
420,
324
] | [
[
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
],
[
1,
0,
1,
1,
1,
1,
1,
0,
0,
0,
0... | AT2 | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
70.92198944091797,
0,
0,
0,
70.92198944091797,
0,
0,
0,
0,
141.84397888183594,
0,
0,
0,
0,
0,
0,
0,
0,
0,
70... | train | aaaacpea-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacpea-1 | [
"VIM",
"SFTPC",
"PGC",
"EPAS1",
"DUOX1",
"MGST1",
"SFTPD",
"LYZ",
"YAP1",
"SCGB3A2",
"SPARCL1",
"KRT8",
"RHOA",
"NAPSA",
"NKX2-1",
"RNASE1",
"ICAM1",
"CD44",
"CD34",
"IL7R",
"FCN3",
"EHMT1",
"PECAM1",
"GNG11",
"HLA-DRA",
"HYOU1",
"IDH1",
"ITGB1",
"DMBT1",
"S... | [
8,
7,
3,
6,
603,
506,
433,
193,
180,
369,
507,
357,
620,
489,
530,
328,
468,
394,
404,
469,
275,
100,
92,
294,
217,
184,
431,
238,
263,
273,
276,
306,
177,
531,
312,
602,
63,
446,
473,
57,
260,
120,
117,
504,
266,
234,
444,
... | [
[
0,
1,
1,
1,
1,
1,
0,
0,
1,
1,
0,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.8875,
0.775,
0.775,
0.6625,
0.55,
0.4375,
0.4375,
0.4375,
0.4375,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
168.53932189941406,
0,
0,
0,
0,
56.17977523803711,
0,
0,
0,
0,
56.17977523803711,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | train | aaaaclid-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaclid-1 | [
"SFTPC",
"SFTPD",
"PGC",
"NAPSA",
"DUOX1",
"HMOX1",
"XBP1",
"MGST1",
"VIM",
"RNASE1",
"NKX2-1",
"LAMP3",
"HIST1H1C",
"CD44",
"DMBT1",
"EPAS1",
"ATF4",
"SCGB3A2",
"SPARCL1",
"RHOA",
"HYOU1",
"ITGB1",
"IDH1",
"EGFR",
"SOD2",
"EHMT1",
"HLA-DRA",
"MYDGF",
"KRT18",... | [
8,
7,
3,
6,
506,
507,
433,
394,
180,
266,
619,
369,
603,
469,
404,
332,
260,
100,
177,
193,
46,
489,
530,
468,
273,
306,
276,
182,
526,
184,
263,
390,
324,
379,
473,
254,
117,
519,
258,
542,
389,
116,
262,
442,
59,
438,
194,... | [
[
0,
1,
1,
1,
1,
1,
0,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.8875,
0.8875,
0.775,
0.6625,
0.55,
0.55,
0.55,
0.55,
0.4375,
0.4375,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.212500000000000... |
[
[
0,
0,
112.99434661865234,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
338.9830322265625,
0,
0,
0,
0,
0,
0,
56.49717330932617,
0,
56.49717330932617,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaacped-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacped-1 | [
"SFTPC",
"PGC",
"SFTPD",
"CD44",
"MGST1",
"DUOX1",
"NAPSA",
"XBP1",
"ATF4",
"HERPUD1",
"LAMP3",
"HLA-DRA",
"SOD2",
"NKX2-1",
"SEC11C",
"HIST1H1C",
"GSR",
"PDIA4",
"EPAS1",
"DMBT1",
"RHOA",
"YAP1",
"ACTA2",
"STAT1",
"SFTA2",
"SPCS2",
"SPCS3",
"ERLEC1",
"EHMT1",... | [
8,
7,
3,
6,
506,
433,
507,
100,
369,
180,
394,
619,
46,
254,
332,
263,
526,
404,
490,
260,
247,
427,
193,
177,
468,
620,
14,
542,
504,
531,
532,
197,
184,
171,
438,
231,
481,
225,
473,
147,
151,
437,
409,
206,
494,
488,
194,... | [
[
0,
1,
1,
1,
1,
1,
1,
0,
1,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9099999999999999,
0.82,
0.73,
0.64,
0.64,
0.64,
0.5499999999999999,
0.5499999999999999,
0.45999999999999996,
0.45999999999999996,
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,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
176.99114990234375,
176.99114990234375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
88.49557495117188,
0,
88.49557495117188,
0,
88.49557495117188,
0,
88.49557495117188,
88.49557495117188,
0,
88.49557495117188,
0,
0,
... | train | aaaacpbj-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacpbj-1 | [
"RHOA",
"VIM",
"EPAS1",
"NAPSA",
"VEGFA",
"IL7R",
"HIST1H1C",
"HSPA5",
"KRT18",
"LYZ",
"CEACAM6",
"SFTPD",
"DCN",
"EHMT1",
"ACTA2",
"FN1",
"AGER",
"HLA-DRA",
"YAP1",
"KRT8",
"COL3A1",
"ITGB1",
"SCGB3A2",
"PECAM1",
"PDIA4",
"CST3",
"CTNNB1",
"CXCR4",
"SFTPC",
... | [
8,
7,
3,
6,
468,
603,
193,
394,
602,
294,
260,
272,
324,
357,
117,
507,
169,
184,
14,
225,
21,
263,
620,
328,
136,
306,
489,
431,
427,
147,
151,
163,
506,
180,
182,
494,
488,
258,
473,
261,
532,
275,
276,
438,
304,
531,
544,... | [
[
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,... | AT1 | THD0011 | [
1,
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,
0.2285714285714286,
0.... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
212.76596069335938,
0,
0,
0,
0,
106.38298034667969,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
106.38298034667969,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadcel-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadcel-1 | [
"SFTPC",
"PGC",
"SFTPD",
"VIM",
"HLA-DRA",
"CD44",
"XBP1",
"NAPSA",
"NKX2-1",
"MGST1",
"SFTA2",
"CCN2",
"EPCAM",
"LAMP3",
"CST3",
"ANKRD28",
"SCGB3A2",
"HSPA5",
"HYOU1",
"RHOA",
"SPARCL1",
"BMPR2",
"SOD2",
"HMOX1",
"SPCS2",
"KRT8",
"SPCS3",
"PRDX4",
"UGDH",
... | [
8,
7,
3,
6,
506,
433,
507,
603,
263,
100,
619,
394,
404,
369,
504,
76,
194,
332,
147,
31,
489,
272,
273,
468,
530,
61,
526,
266,
531,
328,
532,
450,
597,
46,
193,
602,
293,
614,
426,
427,
180,
409,
134
] | [
[
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
],
[
1,
0,
1,
1,
1... | AT2 | THD0011 | [
1,
0.85,
0.7,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
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,
283.6879577636719,
0,
0,
0,
70.92198944091797,
0,
70.92198944091797,
0,
0,
70.92198944091797,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0... | train | aaaackaf-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaackaf-1 | [
"SFTPC",
"PGC",
"DMBT1",
"SFTPD",
"DUOX1",
"CD44",
"XBP1",
"NAPSA",
"ATF4",
"SOD2",
"HIST1H1C",
"ERLEC1",
"DCN",
"EPAS1",
"PDIA3",
"IDH1",
"COL1A1",
"LUM",
"SPCS2",
"HERPUD1",
"SSR3",
"MARCO",
"SLC7A11",
"SEC11C",
"SFTA2",
"SFRP2",
"HLA-DRA",
"NFKB1",
"RNASE1"... | [
8,
7,
3,
6,
506,
433,
177,
507,
180,
100,
619,
394,
46,
526,
260,
197,
169,
193,
426,
276,
134,
353,
531,
254,
541,
362,
517,
490,
504,
502,
263,
400,
469,
408,
151,
420,
427,
234,
264,
428,
272,
603,
620,
610,
332,
54,
58,
... | [
[
0,
1,
1,
1,
1,
1,
0,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9,
0.8,
0.7000000000000001,
0.6,
0.6,
0.5,
0.5,
0.4,
0.30000000000000004,
0.30000000000000004,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
169.4915313720703,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
84.74576568603516,
169.4915313720703,
0,
0,
0,
84.74576568603516,
0,
0,
0,
0,
0,
0,
0,
84.74576568603516,
0,
0,
0,
0,
0,
0,
... | train | aaaacpcl-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacpcl-1 | [
"LUM",
"VIM",
"PTGDS",
"COL1A2",
"CCN2",
"MEG3",
"COL3A1",
"LPAR1",
"SNAI2",
"FN1",
"PDGFRB",
"SOX9",
"FAS",
"HSPA5",
"PGC",
"PDGFRA",
"DCN",
"ACTA2",
"ATF4",
"SMAD4",
"SOD2",
"SLC25A37",
"HIST1H1C",
"HIF1A",
"GCLM",
"STAT6",
"COL1A1",
"HERPUD1",
"CD68",
"SP... | [
8,
7,
3,
6,
353,
603,
454,
135,
76,
366,
136,
348,
523,
225,
425,
529,
206,
272,
433,
424,
169,
14,
46,
519,
526,
514,
260,
258,
231,
544,
134,
254,
102,
532,
530,
100,
537,
404,
621,
507,
182,
442,
193,
45,
328,
336,
51,
... | [
[
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,... | Fibroblasts | THD0011 | [
1,
0.8875,
0.775,
0.6625,
0.55,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.1,
0.1,
... |
[
[
0,
0,
126.582275390625,
0,
0,
0,
0,
0,
126.582275390625,
0,
0,
0,
0,
126.582275390625,
0,
0,
0,
0,
0,
0,
0,
126.582275390625,
0,
0,
0,
0,
126.582275390625,
0,
0,
0,
0,
0,
379.7468261... | train | aaaacpcn-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacpcn-1 | [
"VIM",
"LYZ",
"CD44",
"XBP1",
"MS4A7",
"CCL18",
"SFTPC",
"PDIA3",
"MGST1",
"RHOA",
"MARCO",
"SOD2",
"PPARG",
"SLC1A3",
"SNAI2",
"CD68",
"SSR3",
"ITGAX",
"SEC11C",
"STAT6",
"NUTF2",
"FAS",
"ITGB1",
"EPAS1",
"PDIA4",
"EHMT1",
"PLIN2",
"PKM",
"PDIA6",
"NAPSA",
... | [
8,
7,
3,
6,
603,
357,
100,
619,
383,
71,
506,
426,
369,
468,
362,
526,
448,
513,
523,
102,
541,
305,
490,
544,
409,
206,
306,
193,
427,
184,
442,
438,
428,
394,
481,
177,
336,
61,
55,
272,
45,
27,
276,
263,
14,
328
] | [
[
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
[
0,
0... | FABP4+ Macrophages | THD0011 | [
1,
0.82,
0.82,
0.64,
0.64,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1... |
[
[
0,
0,
106.38298034667969,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
319.14892578125,
0,
106.38298034667969,
106.38298034667969,
0,
0,
0,
0,
0,
106.38298034667969,
0,
0,
212.76596069335938,
0,
0,
0,
1... | train | aaaacpbf-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacpbf-1 | [
"EPAS1",
"SPARCL1",
"IL7R",
"VIM",
"PECAM1",
"PKM",
"ATF4",
"CD34",
"SFTPD",
"CTNNB1",
"STAT1",
"PDIA3",
"FCN3",
"FN1",
"HERPUD1",
"COL3A1",
"BMPR2",
"RHOA",
"RNASE1",
"HSPA5",
"SPCS2",
"CD44",
"SPCS3",
"MYDGF",
"SOD2",
"IFIT1",
"IFIT2",
"ITGB1",
"LUM",
"LYZ... | [
8,
7,
3,
6,
193,
530,
294,
603,
431,
438,
46,
92,
507,
151,
542,
426,
217,
225,
254,
136,
61,
468,
469,
272,
531,
100,
532,
390,
526,
278,
279,
306,
353,
357,
556,
408,
76,
394,
328,
14,
619,
50,
68,
420,
594,
442,
135,
59... | [
[
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,... | gCap | THD0011 | [
1,
0.82,
0.64,
0.64,
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,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
135.1351318359375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
135.1351318359375,
0,
135.1351318359375,
0,
0,
0,
0,
0,
0,
135.1351318359375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0... | train | aaaackbl-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaackbl-1 | [
"RTKN2",
"SFTPD",
"RNASE1",
"VIM",
"HIST1H1C",
"RHOA",
"SAA2",
"KRT8",
"DCN",
"WFDC2",
"PGC",
"EPAS1",
"CCN2",
"KRT18",
"CEACAM6",
"LUM",
"CD4",
"SPCS3",
"SPARCL1",
"EHMT1",
"SSR3",
"ITGB1",
"SEC11C",
"FN1",
"COL1A1",
"NAPSA",
"PDGFRA",
"PLIN2",
"DMBT1",
"EG... | [
8,
7,
3,
6,
473,
507,
469,
603,
260,
468,
483,
328,
169,
610,
433,
193,
76,
324,
117,
353,
97,
532,
530,
184,
541,
306,
490,
225,
134,
394,
424,
442,
177,
182,
384,
272,
526,
596,
58,
48,
620,
46,
332,
590,
301,
275,
14,
6... | [
[
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
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,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
0,
200,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
100,
0,
100,
0,
100,
0,
0,
0,
0,
200,
0,
0,
0,
0,
0,
0,
400,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaackbm-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaackbm-1 | [
"EPAS1",
"SFTPD",
"CA4",
"NAPSA",
"PECAM1",
"SFTPC",
"VIM",
"CST3",
"RHOA",
"DMBT1",
"SPARCL1",
"ICAM1",
"MGST1",
"BCL2L1",
"HLA-DRA",
"SOD2",
"AGER",
"STAT1",
"RNASE1",
"KRT8",
"ITGA3",
"FCN3",
"CD274",
"SNAI1",
"HERPUD1",
"SPCS2",
"GSR",
"HIST1H1C",
"IL7R",
... | [
8,
7,
3,
6,
193,
507,
68,
394,
431,
506,
603,
147,
468,
177,
530,
275,
369,
58,
263,
526,
21,
542,
469,
328,
301,
217,
89,
522,
254,
531,
247,
260,
294,
234,
384,
261,
135,
473,
151,
404,
408,
169,
411,
426,
433,
504,
224,
... | [
[
0,
0,
1,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.82,
0.64,
0.64,
0.64,
0.64,
0.64,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
0,
0,
0,
121.95121765136719,
0,
0,
0,
0,
0,
0,
0,
0,
243.90243530273438,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
121.9512176513671... | train | aaaacook-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacook-1 | [
"LYZ",
"VIM",
"TOP2A",
"MRC1",
"MS4A7",
"FCGR3A",
"RNASE1",
"FCER1G",
"HERPUD1",
"CTNNB1",
"ATF4",
"HAVCR2",
"FN1",
"CD44",
"PKM",
"MCEMP1",
"MYC",
"CDK1",
"PECAM1",
"SOD2",
"CCN2",
"HIST1H1C",
"LUM",
"CD68",
"HMOX1",
"FGF7",
"SLC2A1",
"GPR183",
"COL1A1",
"T... | [
8,
7,
3,
6,
357,
603,
581,
379,
383,
214,
469,
211,
254,
151,
46,
253,
225,
100,
438,
363,
389,
114,
431,
526,
76,
260,
353,
102,
266,
221,
516,
242,
134,
580,
304,
442,
428,
456,
306,
23,
276,
184,
163,
426
] | [
[
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
],
[
1,
0,
1,
1... | Proliferating Myeloid | THD0011 | [
1,
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,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
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,
76.33587646484375,
0,
0,
0,
0,
76.33587646484375,
0,
0,
0,
76.33587646484375,
229.00762939453125,
0,
76.33587646484375,
0,
152.6717529296875,
0,
0,
0,
0,
76.33587646484375,
0,
0,
0,
0,
0... | train | aaaacjoi-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacjoi-1 | [
"PGC",
"SFTPC",
"SFTPD",
"MGST1",
"NAPSA",
"DMBT1",
"LAMP3",
"HLA-DRA",
"DUOX1",
"SOD2",
"SFTA2",
"ATF4",
"NKX2-1",
"SCGB3A2",
"XBP1",
"EPCAM",
"AXIN2",
"ITGB1",
"RHOA",
"CDK1",
"CD44",
"SEC11C",
"CFTR",
"SOX4",
"IL7R",
"NUCB2",
"EHMT1",
"SSR3",
"MYC",
"GKN2... | [
8,
7,
3,
6,
433,
506,
507,
369,
394,
177,
332,
263,
180,
526,
504,
46,
404,
489,
619,
194,
51,
306,
468,
114,
100,
490,
120,
528,
294,
408,
184,
541,
389,
234,
366,
258,
346,
272,
275,
276,
324,
304,
450,
551,
308,
58,
45,
... | [
[
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,... | Proliferating Epithelial | THD0011 | [
1,
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.6142857142857143,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286... |
[
[
0,
0,
0,
0,
0,
0,
0,
128.2051239013672,
64.1025619506836,
0,
0,
64.1025619506836,
0,
448.7179260253906,
0,
0,
64.1025619506836,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
64.1025619506836,
0,
0,
0... | train | aaaacomf-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacomf-1 | [
"HMOX1",
"HSPA5",
"VIM",
"CD68",
"ATF3",
"ITGAX",
"HYOU1",
"PDIA3",
"PDIA6",
"HERPUD1",
"PLIN2",
"SLC7A11",
"MARCO",
"CCL2",
"SPCS3",
"MYDGF",
"HLA-DRA",
"IDH1",
"HAVCR2",
"SOD2",
"GSR",
"SEC11C",
"HLA-DQA1",
"FCER1G",
"NUCB2",
"GCLM",
"VEGFA",
"AKR1C1",
"EHMT... | [
8,
7,
3,
6,
266,
272,
603,
102,
45,
305,
273,
426,
428,
254,
442,
517,
362,
72,
532,
390,
263,
276,
253,
526,
247,
490,
261,
211,
408,
231,
602,
26,
184,
438,
134,
324,
136,
427,
221,
27,
177,
35,
257,
531,
260,
389,
48,
2... | [
[
0,
1,
1,
1,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SPP1+ Macrophages | THD0011 | [
1,
0.9,
0.8,
0.7000000000000001,
0.6,
0.6,
0.5,
0.5,
0.4,
0.4,
0.4,
0.4,
0.4,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
108.6956558227539,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
108.6956558227539,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaacpma-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacpma-1 | [
"SFTPC",
"SFTPD",
"PGC",
"DMBT1",
"NAPSA",
"CD44",
"NKX2-1",
"DUOX1",
"MGST1",
"ITGB1",
"HIST1H1C",
"KRT8",
"GKN2",
"XBP1",
"WWTR1",
"HLA-DRA",
"SPARCL1",
"KDR",
"HSPA5",
"ITGA3",
"GZMA",
"BMPR2",
"EHMT1",
"IDH1",
"TOP1",
"DNAJB9",
"LAMP3",
"FKBP11",
"HES1",
... | [
8,
7,
3,
6,
506,
507,
433,
177,
394,
100,
404,
180,
369,
306,
260,
328,
234,
619,
618,
263,
530,
312,
272,
301,
248,
61,
184,
276,
580,
178,
332,
224,
255,
526,
194,
225,
504,
46,
620,
468
] | [
[
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
],
[
1,
0,
1,
1,
1,
1,
0,
0... | AT2 | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,... |
[
[
0,
0,
93.45794677734375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
93.45794677734375,
0,
93.45794677734375,
0,
0,
0,
0,
93.45794677734375,
0,
0,
0,
0,
0,
0,
186.9158935546875,
0,
93.457... | train | aaaadacm-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadacm-1 | [
"EPAS1",
"VIM",
"PDIA3",
"SFTPD",
"PECAM1",
"NAPSA",
"XBP1",
"ITGB1",
"FCER1G",
"MGST1",
"SCGB3A2",
"STAT1",
"SPARCL1",
"KDR",
"COL3A1",
"HLA-DRA",
"RHOA",
"CTNNB1",
"DMBT1",
"PGC",
"FN1",
"CA4",
"PDIA6",
"KRT18",
"KRT8",
"BCL2L1",
"AXIN2",
"LAMP3",
"ATG7",
... | [
8,
7,
3,
6,
193,
603,
426,
507,
431,
394,
619,
306,
211,
369,
489,
542,
530,
312,
136,
263,
468,
151,
177,
433,
225,
68,
428,
324,
328,
58,
51,
332,
48,
247,
237,
506,
231,
490,
480,
301,
472,
469,
404,
410,
169,
424,
14,
... | [
[
0,
1,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.85,
0.7,
0.7,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0... |
[
[
0,
0,
261.4378967285156,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
130.7189483642578,
0,
65.3594741821289,
0,
0,
0,
0,
0,
0,
0,
65.3594741821289,
0,
196.07843017578125,
0,
0,
0,
0,
0,
0,
... | train | aaaacomb-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacomb-1 | [
"VIM",
"HIST1H1C",
"PKM",
"EPAS1",
"RHOA",
"PTPRC",
"ACTA2",
"TRAC",
"PGC",
"CCN2",
"PIM2",
"BMPR2",
"IL7R",
"LEF1",
"SEC11C",
"CD28",
"CD3E",
"CD247",
"CD44",
"PLIN2",
"CD52",
"SPARCL1",
"PECAM1",
"COL1A2",
"CENPF",
"PCNA",
"FN1",
"NFKB1",
"FKBP11",
"ATF4",... | [
8,
7,
3,
6,
603,
260,
438,
193,
468,
456,
14,
585,
433,
76,
437,
61,
294,
335,
490,
90,
95,
87,
100,
442,
101,
530,
431,
135,
118,
420,
225,
400,
224,
46,
597,
273,
334,
258,
306,
332,
328,
336,
291,
278,
150,
151,
350,
16... | [
[
0,
1,
0,
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,... | Proliferating Lymphoid | THD0011 | [
1,
0.82,
0.82,
0.82,
0.82,
0.64,
0.64,
0.64,
0.64,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
... |
[
[
94.3396224975586,
0,
94.3396224975586,
94.3396224975586,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
188.6792449951172,
0,
0,
0,
0,
94.3396224975586,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadael-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadael-1 | [
"VIM",
"EPAS1",
"SPARCL1",
"CD44",
"NAPSA",
"NUTF2",
"PECAM1",
"PKM",
"ITGB1",
"RHOA",
"COL1A2",
"SFTPD",
"CSPG4",
"PDGFRB",
"IDH1",
"HERPUD1",
"XBP1",
"FN1",
"YAP1",
"ATF4",
"SOD2",
"SFTA2",
"PGC",
"CTNNB1",
"FABP4",
"DDIT3",
"GNG11",
"GSR",
"ERLEC1",
"HES1... | [
8,
7,
3,
6,
603,
193,
530,
100,
394,
409,
431,
438,
306,
468,
135,
507,
146,
425,
276,
254,
619,
225,
620,
46,
526,
504,
433,
151,
202,
171,
238,
247,
197,
255,
275,
180,
10,
312,
618,
614,
610,
535,
506,
494,
304,
481,
404,... | [
[
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Alveolar FBs | THD0011 | [
1,
0.82,
0.64,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0... |
[
[
0,
0,
184.61538696289062,
30.769229888916016,
0,
123.07691955566406,
0,
61.53845977783203,
0,
0,
0,
0,
0,
0,
30.769229888916016,
0,
61.53845977783203,
0,
0,
0,
0,
0,
0,
0,
30.769229888916016,
0,
30.76922988... | train | aaaacngg-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacngg-1 | [
"VIM",
"FABP4",
"FN1",
"CD68",
"FCER1G",
"LYZ",
"LUM",
"CCN2",
"ACTA2",
"SPARCL1",
"CD44",
"SPP1",
"PTGDS",
"PDIA4",
"HLA-DRA",
"COL3A1",
"DCN",
"AIF1",
"PLIN2",
"RHOA",
"IDH1",
"MS4A7",
"PKM",
"ITGAX",
"PECAM1",
"WWTR1",
"MMP7",
"CST3",
"SOD2",
"EPAS1",
"... | [
8,
7,
3,
6,
603,
202,
225,
102,
211,
357,
353,
76,
14,
530,
100,
536,
454,
427,
263,
136,
169,
23,
442,
468,
276,
383,
438,
305,
431,
618,
374,
147,
526,
193,
242,
247,
135,
336,
306,
620,
266,
369,
619,
332,
469,
26,
348,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
0,
0,
0,
1,
0,
1,
1,
0,
0,
0,
0,
0,
1,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Alveolar FBs | THD0011 | [
1,
0.9181818181818181,
0.8363636363636363,
0.8363636363636363,
0.7545454545454545,
0.6727272727272727,
0.5909090909090909,
0.5909090909090909,
0.509090909090909,
0.509090909090909,
0.42727272727272725,
0.42727272727272725,
0.42727272727272725,
0.42727272727272725,
0.42727272727272725,
... |
[
[
0,
0,
82.6446304321289,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
165.2892608642578,
0,
0,
0,
0,
0,
0,
0,
0,
82.6446304321289,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
82.64... | train | aaaaclad-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaclad-1 | [
"PGC",
"SFTPC",
"EPAS1",
"VIM",
"SOD2",
"SFTPD",
"MGST1",
"NAPSA",
"NKX2-1",
"SPRY2",
"HLA-DRA",
"LUM",
"PDGFRB",
"DUOX1",
"DCN",
"HIST1H1C",
"PDIA6",
"LAMP3",
"CTNNB1",
"IL7R",
"PLIN2",
"ATF4",
"RHOA",
"SPCS3",
"PTPRC",
"STAT1",
"EHMT1",
"XBP1",
"HES1",
"EP... | [
8,
7,
3,
6,
433,
506,
193,
603,
526,
507,
369,
394,
404,
537,
263,
353,
425,
180,
169,
260,
428,
332,
151,
294,
442,
46,
468,
532,
456,
542,
184,
619,
255,
194,
197,
214,
217,
225,
234,
544,
258,
530,
437,
276,
306,
519,
346... | [
[
0,
1,
1,
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,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Alveolar FBs | THD0011 | [
1,
0.8714285714285716,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
88.49557495117188,
0,
0,
265.4867248535156,
0,
0,
0,
88.49557495117188,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaclah-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaclah-1 | [
"EPAS1",
"VIM",
"SFTPC",
"HMOX1",
"HLA-DRA",
"SFTPD",
"NAPSA",
"ITGB1",
"RHOA",
"PDIA3",
"PGC",
"BMPR2",
"XBP1",
"PLIN2",
"MS4A7",
"PECAM1",
"HSPA5",
"IL7R",
"FN1",
"COL1A1",
"RNASE1",
"YAP1",
"FCN3",
"ERLEC1",
"EHMT1",
"HEY1",
"HLA-DQA1",
"CTNNB1",
"CST3",
... | [
8,
7,
3,
6,
193,
603,
506,
266,
263,
507,
394,
306,
468,
426,
433,
61,
619,
442,
383,
431,
272,
294,
225,
134,
469,
620,
217,
197,
184,
257,
261,
151,
147,
102,
276,
360,
332,
353,
357,
100,
369,
456,
504,
515,
523,
530,
532... | [
[
0,
1,
1,
0,
0,
0,
0,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
... |
[
[
0,
0,
114.9425277709961,
114.9425277709961,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
114.9425277709961,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaackpn-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaackpn-1 | [
"PGC",
"DMBT1",
"SFTPC",
"NAPSA",
"SFTPD",
"SOD2",
"CD44",
"DUOX1",
"NKX2-1",
"EPAS1",
"NUCB2",
"MGST1",
"PDIA4",
"PDIA3",
"CFTR",
"SFTA2",
"MYDGF",
"S100A9",
"TOP2A",
"HERPUD1",
"HMOX1",
"LAMP3",
"PKM",
"NFKB1",
"ATG7",
"RHOA",
"MS4A7",
"CTNNB1",
"PLIN2",
"... | [
8,
7,
3,
6,
433,
177,
506,
394,
507,
526,
100,
180,
404,
193,
408,
369,
427,
426,
120,
504,
390,
481,
581,
254,
266,
332,
438,
400,
48,
468,
383,
151,
442,
21,
14,
519,
389,
137
] | [
[
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
],
[
1,
0,
1,
1,
1,
0,
0,
0,
0,
0... | not available | THD0011 | [
1,
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,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1
] |
[
[
0,
0,
220.58822631835938,
73.52941131591797,
0,
73.52941131591797,
0,
0,
0,
0,
0,
0,
0,
0,
73.52941131591797,
73.52941131591797,
0,
0,
0,
0,
0,
73.52941131591797,
0,
73.52941131591797,
73.52941131591797,
0,
... | train | aaaacngi-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacngi-1 | [
"VIM",
"FABP4",
"PECAM1",
"ITGB1",
"CD68",
"PGC",
"PLIN2",
"PKM",
"CD44",
"HERPUD1",
"NAPSA",
"CTNNB1",
"SPCS3",
"EPAS1",
"ACTA2",
"SFTPD",
"CST3",
"PTGDS",
"HIST1H1C",
"HSPA5",
"LAMP3",
"MGST1",
"CLDN5",
"RNASE1",
"RAMP2",
"SOD2",
"CD52",
"SPCS2",
"COL1A2",
... | [
8,
7,
3,
6,
603,
202,
431,
306,
102,
433,
442,
438,
100,
254,
394,
151,
532,
193,
14,
507,
147,
454,
260,
272,
332,
369,
126,
469,
459,
526,
101,
531,
135,
294,
92,
404,
390,
231,
258,
263,
357,
266,
275,
336,
620,
324,
456,... | [
[
0,
1,
1,
0,
1,
1,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
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,
0,
188.6792449951172,
94.3396224975586,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
94.3396224975586,
0,
0,
377.3584899902344,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaclaf-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaclaf-1 | [
"SPARCL1",
"EPAS1",
"PECAM1",
"VIM",
"BMPR2",
"CTNNB1",
"CD34",
"PDIA4",
"CLDN5",
"KDR",
"MYDGF",
"NUTF2",
"HYOU1",
"PDIA3",
"NAPSA",
"SFTPD",
"SPCS3",
"ACTA2",
"HLA-DQA1",
"LEF1",
"GPR183",
"FN1",
"FCER1G",
"ITGB1",
"HMOX1",
"HIST1H1C",
"IL7R",
"LMAN1",
"MANF... | [
8,
7,
3,
6,
530,
193,
431,
603,
61,
151,
92,
427,
126,
312,
390,
409,
273,
426,
394,
507,
532,
14,
261,
335,
242,
225,
211,
306,
266,
260,
294,
346,
360,
384,
410,
433,
456,
481,
514,
544,
556,
557,
594,
618,
336,
88,
621,
... | [
[
0,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
... | gCap | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
... |
[
[
0,
0,
31.05590057373047,
0,
0,
124.22360229492188,
0,
0,
0,
0,
0,
0,
0,
31.05590057373047,
93.1677017211914,
0,
31.05590057373047,
0,
0,
0,
0,
0,
0,
0,
0,
0,
31.05590057373047,
0,
93.1677017211914,
... | train | aaaacngk-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacngk-1 | [
"VIM",
"FABP4",
"LYZ",
"FCER1G",
"LUM",
"CD68",
"SPP1",
"HSPA5",
"CTNNB1",
"RHOA",
"NAPSA",
"TGFB1",
"CD44",
"PDIA3",
"HERPUD1",
"PGC",
"SLC1A3",
"HMOX1",
"HIST1H1C",
"MGST1",
"SPARCL1",
"FN1",
"EPAS1",
"AIF1",
"DCN",
"MS4A7",
"PLIN2",
"PDIA6",
"CD14",
"ITGB... | [
8,
7,
3,
6,
603,
202,
357,
211,
353,
102,
536,
272,
151,
468,
394,
556,
100,
426,
254,
433,
513,
266,
260,
369,
530,
225,
193,
23,
169,
383,
442,
428,
80,
306,
263,
454,
66,
519,
526,
532,
46,
163,
619,
276,
184,
177,
101,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
1,
1,
1,
1,
0,
1,
0,
0,
0,
0,
0,
1,
1,
1,
0,
1,
0,
0,
0,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,... | SPP1+ Macrophages | THD0011 | [
1,
0.9181818181818181,
0.8363636363636363,
0.7545454545454545,
0.7545454545454545,
0.7545454545454545,
0.6727272727272727,
0.5909090909090909,
0.509090909090909,
0.509090909090909,
0.42727272727272725,
0.42727272727272725,
0.42727272727272725,
0.42727272727272725,
0.42727272727272725,
... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
47.619049072265625,
0,
0,
0,
0,
190.4761962890625,
0,
47.619049072265625,
0,
95.23809814453125,
0,
47.619049072265625,
0,
0,
95.23809814453125,
0,
0,
47.619049072265625,
0,
... | train | aaaaclba-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaclba-1 | [
"SFTPC",
"SFTPD",
"PGC",
"DMBT1",
"NAPSA",
"MGST1",
"CD44",
"DUOX1",
"NKX2-1",
"SFTA2",
"LAMP3",
"PDIA3",
"ATF4",
"XBP1",
"PDIA4",
"HERPUD1",
"RHOA",
"CD68",
"HIF1A",
"CTNNB1",
"ERLEC1",
"ITGB1",
"VIM",
"SSR3",
"SCGB3A2",
"KRT18",
"BCL2L1",
"EPAS1",
"YAP1",
... | [
8,
7,
3,
6,
506,
507,
433,
177,
394,
369,
100,
180,
404,
504,
332,
426,
46,
619,
427,
254,
468,
102,
258,
151,
197,
306,
603,
541,
489,
324,
58,
193,
620,
225,
51,
308,
531,
313,
490,
494,
513,
117,
390,
31,
519,
515,
469,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9099999999999999,
0.82,
0.73,
0.64,
0.5499999999999999,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.37,
0.28,
0.28,
0.28,
0.28,
0.28,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0... |
[
[
0,
0,
100,
0,
0,
0,
0,
0,
0,
100,
0,
0,
0,
0,
200,
0,
0,
0,
0,
0,
0,
0,
0,
100,
0,
0,
0,
0,
0,
0,
0,
0,
0,
100,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaacngm-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacngm-1 | [
"EPAS1",
"VIM",
"PECAM1",
"DMBT1",
"HMOX1",
"FABP4",
"NUCB2",
"PGC",
"HSPA5",
"MARCO",
"NAPSA",
"HLA-DRA",
"NKX2-1",
"LAMP3",
"FCN3",
"ATF4",
"CTNNB1",
"CD274",
"STAT6",
"KRT18",
"PDIA3",
"PLPP5",
"HIST1H1C",
"HIF1A",
"IDH1",
"SPARCL1",
"HERPUD1",
"CD34",
"MGS... | [
8,
7,
3,
6,
193,
603,
431,
177,
266,
202,
408,
433,
272,
362,
394,
263,
404,
332,
217,
46,
151,
89,
544,
324,
426,
444,
260,
258,
276,
530,
254,
92,
369,
100,
126,
519,
238,
234,
507,
504,
490,
481,
142,
411,
420,
448,
442,
... | [
[
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
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,
0.775,
0.775,
0.55,
0.55,
0.55,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
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,
0,
0,
0,
0,
0,
0,
38.02281188964844,
0,
38.02281188964844,
0,
0,
0,
38.02281188964844,
76.04562377929688,
0,
38.02281188964844,
0,
0,
0,
0,
0,
0,
76.04562377929688,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaacnha-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacnha-1 | [
"VIM",
"CD68",
"PLIN2",
"HLA-DRA",
"CCL2",
"ITGB1",
"FCER1G",
"FN1",
"RNASE1",
"SPP1",
"PDIA4",
"MARCO",
"HMOX1",
"CCL18",
"HSPA5",
"RHOA",
"IDH1",
"CD44",
"ITGAX",
"PDIA6",
"PGC",
"PKM",
"HYOU1",
"STAT6",
"PTPRC",
"PDIA3",
"XBP1",
"EPAS1",
"FABP4",
"SEC11C"... | [
8,
7,
3,
6,
603,
102,
442,
263,
72,
306,
211,
225,
469,
536,
427,
362,
266,
71,
272,
468,
276,
100,
305,
428,
433,
438,
273,
544,
456,
426,
619,
193,
202,
490,
135,
507,
513,
46,
264,
303,
383,
58,
242,
357,
494,
136,
304,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
0,
1,
1,
1,
0,
1,
1,
0,
1,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SPP1+ Macrophages | THD0011 | [
1,
0.9181818181818181,
0.9181818181818181,
0.8363636363636363,
0.7545454545454545,
0.6727272727272727,
0.6727272727272727,
0.5909090909090909,
0.5909090909090909,
0.5909090909090909,
0.509090909090909,
0.509090909090909,
0.509090909090909,
0.42727272727272725,
0.42727272727272725,
0.42... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
93.45794677734375,
186.9158935546875,
0,
0,
0,
0,
0,
0,
0,
0,
186.9158935546875,
0,
93.45794677734375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0... | train | aaaacpai-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacpai-1 | [
"SFTPC",
"PGC",
"DMBT1",
"NAPSA",
"SFTPD",
"CD44",
"LAMP3",
"XBP1",
"HLA-DRA",
"ANKRD28",
"MGST1",
"AXIN2",
"COL1A2",
"LMAN1",
"HIST1H1C",
"SSR3",
"RNASE1",
"GSR",
"SPCS2",
"HSPA5",
"DUOX1",
"CFTR",
"SCGB3A2",
"SEC11C",
"SELENOS",
"SLC25A4",
"S100A9",
"TOP1",
... | [
8,
7,
3,
6,
506,
433,
177,
394,
507,
100,
332,
619,
263,
31,
369,
51,
135,
346,
260,
541,
469,
247,
531,
272,
180,
120,
489,
490,
494,
515,
481,
580,
428,
301,
438,
620,
324,
27,
594,
309,
193,
450,
308,
151,
276,
54
] | [
[
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
],
[
1,
0... | AT2 | THD0011 | [
1,
0.85,
0.7,
0.5499999999999999,
0.5499999999999999,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
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,
78.125,
1093.75,
0,
0,
312.5,
0,
0,
156.25,
156.25,
0,
1171.875,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaclai-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaclai-1 | [
"BCL2L1",
"ATF4",
"PECAM1",
"HIST1H1C",
"GNG11",
"SOD2",
"ATP2A3",
"CTNNB1",
"TOP1",
"VIM",
"SMAD4",
"EPAS1",
"ITGB1",
"MEG3",
"LPAR2",
"SOX4",
"HSPA5",
"TBXA2R",
"HIF1A",
"BAX",
"SNCA",
"UBE2J1",
"BANK1",
"RHOA",
"PDGFRA",
"CTHRC1",
"EMG1",
"HEY1",
"HERPUD1",... | [
8,
7,
3,
6,
58,
46,
431,
260,
238,
526,
50,
151,
580,
603,
519,
193,
306,
366,
349,
528,
272,
551,
258,
55,
524,
594,
54,
468,
424,
149,
191,
257,
254,
433,
197,
442,
178,
207,
494,
100,
473,
514,
163,
147,
114,
242,
116,
... | [
[
0,
1,
1,
1,
1,
0,
1,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.8875,
0.775,
0.6625,
0.55,
0.55,
0.4375,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250... |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.