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,
27.247957229614258,
0,
0,
108.99182891845703,
0,
0,
0,
108.99182891845703,
0,
0,
0,
0,
81.7438735961914,
0,
27.247957229614258,
0,
0,
0,
0,
0,
0,
0,
0,
0,
27.247957229614258,
0,
27.24795722961... | train | aaaabnmf-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabnmf-1 | [
"VIM",
"HMOX1",
"CCL18",
"IDH1",
"PDIA3",
"PLIN2",
"RHOA",
"PKM",
"CD44",
"MARCO",
"FCER1G",
"IL7R",
"LYZ",
"CD68",
"S100A8",
"HAVCR2",
"SOD2",
"EPAS1",
"MYDGF",
"STAT1",
"MS4A7",
"NFKB1",
"HLA-DRA",
"PDIA4",
"AIF1",
"HSPA5",
"PDIA6",
"ITGAX",
"SPCS3",
"ANKR... | [
8,
7,
3,
6,
603,
266,
71,
276,
426,
442,
468,
438,
100,
362,
211,
294,
357,
102,
480,
253,
526,
193,
390,
542,
383,
400,
263,
427,
23,
272,
428,
305,
532,
31,
448,
481,
531,
379,
369,
619,
303,
273,
46,
260,
306,
536,
258,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
1,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SPP1+ Macrophages | THD0011 | [
1,
0.9357142857142858,
0.8714285714285716,
0.8071428571428572,
0.7428571428571429,
0.6785714285714286,
0.6142857142857143,
0.6142857142857143,
0.55,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.421428571... |
[
[
0,
0,
56.818180084228516,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
340.9090881347656,
0,
0,
0,
56.818180084228516,
0,
0,
0,
0,
56.818180084228516,
0,
0,
56.818180084228516,
0,
0,
0,
0,
0,
0,... | train | aaaabnle-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabnle-1 | [
"SFTPD",
"PGC",
"SFTPC",
"CD44",
"DMBT1",
"NAPSA",
"XBP1",
"ATF4",
"MGST1",
"DUOX1",
"LAMP3",
"YAP1",
"SCGB3A2",
"RHOA",
"CFTR",
"HSPA5",
"KDR",
"PDIA3",
"EPAS1",
"HERPUD1",
"SOD2",
"EPCAM",
"SPCS3",
"CCN2",
"IL7R",
"VIM",
"KRT18",
"PDIA6",
"COL4A3",
"UBE2J1... | [
8,
7,
3,
6,
507,
433,
506,
100,
177,
394,
619,
46,
369,
180,
332,
620,
489,
468,
120,
272,
312,
426,
193,
254,
526,
194,
532,
76,
294,
603,
324,
428,
137,
594,
51,
197,
519,
404,
514,
504,
225,
336,
494,
301,
238,
134,
481,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
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,... | AT2 | THD0011 | [
1,
0.9099999999999999,
0.82,
0.73,
0.73,
0.73,
0.64,
0.5499999999999999,
0.45999999999999996,
0.45999999999999996,
0.37,
0.37,
0.37,
0.37,
0.28,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1... |
[
[
0,
0,
82.6446304321289,
123.96694946289062,
0,
0,
0,
41.32231521606445,
41.32231521606445,
0,
0,
0,
0,
41.32231521606445,
82.6446304321289,
0,
0,
0,
82.6446304321289,
0,
41.32231521606445,
0,
0,
0,
0,
0,
41... | train | aaaabnla-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabnla-1 | [
"EPAS1",
"VIM",
"NAPSA",
"FN1",
"SFTPD",
"PGC",
"PECAM1",
"RNASE1",
"FCN3",
"YAP1",
"XBP1",
"MGST1",
"SPARCL1",
"CTNNB1",
"CST3",
"CA4",
"HIST1H1C",
"DCN",
"IL7R",
"KRT8",
"RHOA",
"FAS",
"TOP1",
"RTKN2",
"AGER",
"ITGAV",
"STAT6",
"SOD2",
"LUM",
"UBE2J1",
"... | [
8,
7,
3,
6,
193,
603,
394,
225,
507,
433,
431,
469,
217,
620,
619,
369,
530,
151,
147,
68,
260,
169,
294,
328,
468,
206,
580,
473,
21,
304,
544,
526,
353,
594,
312,
100,
438,
459,
324,
180,
92,
542,
51,
454,
450,
618,
14,
... | [
[
0,
1,
1,
1,
1,
1,
1,
0,
1,
0,
0,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.9099999999999999,
0.82,
0.73,
0.64,
0.64,
0.5499999999999999,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.37,
0.37,
0.37,
0.37,
0.37,
0.37,
0.37,
0.37,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
... |
[
[
0,
0,
53.191490173339844,
0,
0,
0,
0,
0,
106.38298034667969,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
53.191490173339844,
0,
0,
53.191490173339844,
0,
0,
0,
106.38298034667969,
0,
53.191490173339844,
0,
... | train | aaaabmie-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabmie-1 | [
"VIM",
"CCL18",
"FN1",
"SOD2",
"HMOX1",
"LYZ",
"LUM",
"COL3A1",
"COL1A2",
"CCN2",
"PTGDS",
"EPAS1",
"CD68",
"ITGB1",
"IDH1",
"HLA-DQA1",
"HLA-DRA",
"NAPSA",
"HIST1H1C",
"HIF1A",
"GSR",
"FGF7",
"FAS",
"EHMT1",
"CD14",
"PDGFRA",
"IL7R",
"BMPR2",
"SELENOS",
"AK... | [
8,
7,
3,
6,
603,
71,
225,
526,
266,
357,
353,
136,
135,
76,
454,
193,
102,
306,
276,
261,
263,
394,
260,
258,
247,
221,
206,
184,
80,
424,
294,
61,
494,
27,
530,
468,
254,
248,
507,
220,
531,
425,
586,
188,
590,
177,
169,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Fibroblasts | THD0011 | [
1,
0.9,
0.8,
0.7000000000000001,
0.7000000000000001,
0.6,
0.5,
0.5,
0.4,
0.4,
0.4,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
... |
[
[
0,
0,
173.410400390625,
115.60693359375,
0,
0,
0,
115.60693359375,
0,
0,
0,
0,
0,
0,
115.60693359375,
0,
0,
0,
57.803466796875,
57.803466796875,
0,
0,
57.803466796875,
57.803466796875,
0,
0,
115.60693359375... | train | aaaabnmp-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabnmp-1 | [
"PGC",
"CCN2",
"SFTPC",
"VIM",
"NAPSA",
"SFTPD",
"FN1",
"PDGFRB",
"NKX2-1",
"COL1A2",
"DMBT1",
"DUOX1",
"LUM",
"RHOA",
"KRT18",
"CST3",
"STAT6",
"TOP1",
"EPAS1",
"EHMT1",
"EPCAM",
"MGST1",
"CSPG4",
"ACTA2",
"XBP1",
"PTGDS",
"RNASE1",
"AGER",
"SPRY2",
"SNAI2"... | [
8,
7,
3,
6,
433,
76,
506,
603,
394,
507,
225,
425,
404,
135,
177,
180,
353,
468,
324,
147,
544,
580,
193,
184,
194,
369,
146,
14,
619,
454,
469,
21,
537,
523,
182,
117,
46,
136,
26,
483,
61,
254,
260,
596,
263,
134,
100,
4... | [
[
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Alveolar FBs | THD0011 | [
1,
0.85,
0.85,
0.85,
0.7,
0.7,
0.7,
0.7,
0.7,
0.7,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
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,
0,
0,
0,
0,
0,
0,
0,
0,
60.240962982177734,
0,
0,
0,
0,
361.4457702636719,
0,
60.240962982177734,
0,
0,
60.240962982177734,
0,
0,
0,
0,
0,
0,
60.240962982177734,
0,
0,
0,
0,
0,
0,... | train | aaaabmio-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabmio-1 | [
"VIM",
"SFTPC",
"CTNNB1",
"EPAS1",
"ATF4",
"LUM",
"PTGDS",
"SFTPD",
"PGC",
"CD44",
"COL1A2",
"IL7R",
"DCN",
"DMBT1",
"TOP1",
"COL3A1",
"FCN3",
"ITGB1",
"FN1",
"LAMP3",
"PECAM1",
"PDIA3",
"GKN2",
"SFTA2",
"SOD2",
"HIST1H1C",
"STAT6",
"PDGFRA",
"ICAM1",
"PDGFR... | [
8,
7,
3,
6,
603,
506,
151,
193,
46,
353,
454,
507,
433,
100,
135,
294,
169,
177,
580,
136,
217,
306,
225,
332,
431,
426,
234,
504,
526,
260,
544,
424,
275,
425,
146,
324,
180,
97,
469,
394,
594,
448,
522,
369,
450,
372,
515,... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Alveolar FBs | THD0011 | [
1,
0.8875,
0.8875,
0.775,
0.6625,
0.6625,
0.6625,
0.55,
0.55,
0.4375,
0.4375,
0.4375,
0.4375,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
... |
[
[
0,
0,
107.5268783569336,
0,
0,
215.0537567138672,
0,
107.5268783569336,
107.5268783569336,
0,
0,
0,
0,
0,
322.58062744140625,
0,
0,
0,
0,
0,
0,
0,
0,
107.5268783569336,
0,
0,
107.5268783569336,
0,
0... | train | aaaabmjg-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabmjg-1 | [
"EPAS1",
"FCN3",
"PECAM1",
"CTNNB1",
"VIM",
"SPARCL1",
"ATF4",
"HIST1H1C",
"PTGDS",
"LUM",
"RHOA",
"FN1",
"AIF1",
"STAT6",
"PKM",
"CD34",
"HEY1",
"COL1A1",
"COL3A1",
"CD68",
"CD44",
"CD4",
"RNASE1",
"CEACAM6",
"IL7R",
"POSTN",
"PLIN2",
"PDIA3",
"FCER1G",
"FK... | [
8,
7,
3,
6,
193,
217,
431,
151,
603,
530,
46,
260,
454,
353,
468,
225,
23,
544,
438,
92,
257,
134,
136,
102,
100,
97,
469,
117,
294,
446,
442,
426,
211,
224,
258,
266,
280,
620,
300,
324,
312,
450,
80,
169,
61,
619,
68,
14... | [
[
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.85,
0.7,
0.7,
0.7,
0.5499999999999999,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
90.90908813476562,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
181.81817626953125,
0,
0,
0,
90.90908813476562,
90.90908813476562,
0,
0,
0,
90.90908813476562,
0,
0,
363.6363525390625,
0,
0,
0,
181... | train | aaaablop-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaablop-1 | [
"VIM",
"EPAS1",
"YAP1",
"BMPR2",
"CCL2",
"LUM",
"RNASE1",
"HERPUD1",
"FCN3",
"PECAM1",
"PKM",
"RTKN2",
"ATF4",
"CA4",
"LGR5",
"DCN",
"PLIN2",
"KRT8",
"KDR",
"JCHAIN",
"IRF1",
"LEF1",
"IL7R",
"HMOX1",
"HLA-DRA",
"HIST1H1C",
"HIF1A",
"GSR",
"GNG11",
"FN1",
"... | [
8,
7,
3,
6,
603,
193,
620,
61,
72,
353,
469,
254,
217,
431,
438,
473,
46,
68,
340,
169,
442,
328,
312,
310,
296,
335,
294,
266,
263,
260,
258,
247,
238,
225,
211,
170,
272,
261,
362,
358,
618,
590,
580,
544,
532,
531,
530,
... | [
[
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
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,
0.55,
0.55,
0.55,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.... |
[
[
0,
0,
0,
0,
0,
74.0740737915039,
0,
222.22222900390625,
0,
0,
0,
0,
0,
0,
74.0740737915039,
74.0740737915039,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
74.0740737915039,
0,... | train | aaaacbbn-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacbbn-1 | [
"VIM",
"LYZ",
"HLA-DRA",
"MS4A7",
"MARCO",
"PLIN2",
"SOD2",
"IDH1",
"PTPRC",
"AKR1C1",
"XBP1",
"CD44",
"CD68",
"SLC1A3",
"HLA-DQA1",
"TGFB1",
"PECAM1",
"UBE2J1",
"HMOX1",
"STAT6",
"PDIA3",
"RHOA",
"SCGB1A1",
"CD14",
"OAS3",
"STAT1",
"PPARG",
"RETN",
"HERPUD1",... | [
8,
7,
3,
6,
603,
357,
263,
383,
362,
442,
526,
276,
456,
26,
619,
100,
102,
513,
261,
556,
431,
594,
266,
544,
426,
468,
488,
80,
411,
542,
448,
466,
254,
253,
151,
150,
97,
149,
217,
247,
514,
481,
379,
506,
428,
324,
590,
... | [
[
0,
1,
1,
1,
0,
0,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | FABP4+ Macrophages | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
44.843048095703125,
0,
0,
0,
0,
179.3721923828125,
0,
0,
0,
89.68609619140625,
0,
0,
44.843048095703125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaacbbk-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacbbk-1 | [
"PGC",
"SFTPD",
"SFTPC",
"DMBT1",
"LAMP3",
"CD44",
"NAPSA",
"NKX2-1",
"MGST1",
"HLA-DRA",
"ATF4",
"DUOX1",
"RHOA",
"CFTR",
"PDIA3",
"PKM",
"STAT1",
"HSPA5",
"MYDGF",
"SFTA2",
"SOD2",
"PDIA4",
"ITGB1",
"SSR3",
"NUTF2",
"SEC11C",
"PDIA6",
"VIM",
"ITGA3",
"AXIN... | [
8,
7,
3,
6,
433,
507,
506,
177,
332,
100,
394,
404,
369,
263,
46,
180,
468,
120,
426,
438,
542,
272,
390,
504,
526,
427,
306,
541,
409,
490,
428,
603,
301,
51,
619,
494,
531,
260,
528,
234,
362,
254,
197,
136,
102,
147,
151,... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9249999999999999,
0.85,
0.7749999999999999,
0.7,
0.625,
0.625,
0.5499999999999999,
0.475,
0.4,
0.32499999999999996,
0.32499999999999996,
0.32499999999999996,
0.32499999999999996,
0.32499999999999996,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.175,
0.175,
... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
75.75757598876953,
0,
0,
0,
0,
75.75757598876953,
0,
75.75757598876953,
0,
0,
0,
0,
0,
75.75757598876953,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0... | train | aaaacbcf-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacbcf-1 | [
"SCGB3A2",
"VIM",
"FN1",
"COL1A2",
"SPARCL1",
"XBP1",
"HLA-DRA",
"SFTPD",
"PGC",
"SOD2",
"CCN2",
"DCN",
"PTGDS",
"HIST1H1C",
"CD44",
"SPCS3",
"RHOA",
"NAPSA",
"PKM",
"MGST1",
"WWTR1",
"ITGB1",
"COL3A1",
"HMOX1",
"SLC25A37",
"CST3",
"FGF7",
"RNASE1",
"STAT6",
... | [
8,
7,
3,
6,
489,
603,
225,
135,
530,
619,
263,
507,
433,
526,
76,
169,
454,
260,
100,
532,
468,
394,
438,
369,
618,
306,
136,
266,
514,
147,
221,
469,
544,
424,
117,
515,
120,
353,
490,
473,
362,
504,
426,
326,
193,
615,
614... | [
[
0,
1,
1,
1,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | not available | THD0011 | [
1,
0.8875,
0.775,
0.6625,
0.55,
0.4375,
0.4375,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.212... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
473.3727722167969,
0,
0,
0,
0,
59.17159652709961,
0,
0,
0,
0,
0,
59.17159652709961,
59.17159652709961,
0,
0,
0,
0,
0,
0,
59.171596527099... | train | aaaacbde-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacbde-1 | [
"SFTPC",
"PGC",
"VIM",
"SFTPD",
"ATF4",
"LUM",
"NAPSA",
"FN1",
"HIST1H1C",
"IFIT1",
"SOD2",
"SPARCL1",
"CCN2",
"COL1A1",
"DMBT1",
"PKM",
"DCN",
"CD44",
"ITGB1",
"LAMP3",
"CST3",
"XBP1",
"YAP1",
"PTGDS",
"MGST1",
"SSR3",
"HMOX1",
"SCGB3A2",
"HLA-DRA",
"HLA-DQ... | [
8,
7,
3,
6,
506,
433,
603,
507,
46,
353,
394,
225,
260,
278,
526,
530,
76,
134,
177,
438,
169,
100,
306,
332,
147,
619,
620,
454,
369,
541,
266,
489,
263,
262,
324,
401,
221,
504,
255,
254,
103,
473,
110,
468,
544,
80,
273,
... | [
[
0,
1,
1,
1,
1,
1,
1,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Alveolar FBs | THD0011 | [
1,
0.8875,
0.8875,
0.8875,
0.775,
0.775,
0.6625,
0.55,
0.55,
0.4375,
0.4375,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.1,
... |
[
[
0,
0,
0,
51.813472747802734,
0,
0,
0,
0,
51.813472747802734,
0,
0,
0,
0,
0,
103.62694549560547,
0,
0,
0,
103.62694549560547,
0,
0,
51.813472747802734,
0,
51.813472747802734,
0,
0,
0,
0,
0,
0,
... | train | aaaabmgf-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabmgf-1 | [
"SFTPC",
"VIM",
"PGC",
"DMBT1",
"LYZ",
"SFTPD",
"NAPSA",
"XBP1",
"HLA-DRA",
"CD44",
"CCL18",
"ITGB1",
"DUOX1",
"TOP1",
"NKX2-1",
"PDIA3",
"SOD2",
"PLIN2",
"LAMP3",
"EPAS1",
"HLA-DQA1",
"MGST1",
"CD68",
"MARCO",
"HIST1H1C",
"IDH1",
"LMAN1",
"SFTA2",
"COL1A1",
... | [
8,
7,
3,
6,
506,
603,
433,
177,
357,
507,
394,
619,
263,
100,
71,
306,
180,
580,
404,
426,
526,
442,
332,
193,
261,
369,
102,
362,
260,
276,
346,
504,
134,
46,
494,
51,
469,
532,
254,
481,
468,
136,
405,
92,
448,
262,
182,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9181818181818181,
0.8363636363636363,
0.7545454545454545,
0.6727272727272727,
0.5909090909090909,
0.5909090909090909,
0.509090909090909,
0.509090909090909,
0.509090909090909,
0.42727272727272725,
0.42727272727272725,
0.34545454545454546,
0.26363636363636367,
0.26363636363636367,
0... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
86.20689392089844,
0,
0,
0,
0,
0,
86.20689392089844,
0,
86.20689392089844,
0,
86.20689392089844,
0,
0,
86.20689392089844,
0,
0,
0,
0,
172.41378784179688,
0,
0,
0,
0,
... | train | aaaacadg-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacadg-1 | [
"IL7R",
"VIM",
"FCN3",
"SFTPC",
"SPARCL1",
"RNASE1",
"PGC",
"UBE2J1",
"EPAS1",
"CTNNB1",
"HIST1H1C",
"HLA-DRA",
"SOX4",
"SFTPD",
"MS4A7",
"CST3",
"BMPR2",
"LYZ",
"RHOA",
"PDIA6",
"CLDN5",
"TGFB2",
"SPCS2",
"CXCL13",
"DMBT1",
"EGFR",
"SLC25A37",
"EPCAM",
"ERLEC... | [
8,
7,
3,
6,
294,
603,
217,
506,
530,
469,
433,
594,
193,
151,
260,
263,
528,
507,
383,
147,
61,
357,
468,
428,
126,
557,
531,
157,
177,
182,
514,
194,
197,
216,
489,
253,
472,
266,
456,
272,
312,
349,
353,
120,
438,
409,
431... | [
[
0,
1,
1,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
1,
0.85,
0.7,
0.7,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
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,
306.1224365234375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
102.04081726074219,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaabnoe-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabnoe-1 | [
"PGC",
"SFTPC",
"SFTPD",
"DUOX1",
"CD44",
"MGST1",
"HLA-DRA",
"CTNNB1",
"ANKRD28",
"LAMP3",
"NAPSA",
"YAP1",
"TOP1",
"XBP1",
"ITGB1",
"KRT18",
"SFTA2",
"HLA-DQB1",
"FN1",
"DNAJB9",
"PDIA3",
"NKX2-1",
"PDIA6",
"SSR3",
"STAT1",
"EPCAM",
"LMAN1",
"EHMT1",
"HIST1H... | [
8,
7,
3,
6,
433,
506,
507,
180,
100,
369,
263,
151,
31,
332,
394,
620,
580,
619,
306,
324,
504,
262,
225,
178,
426,
404,
428,
541,
542,
194,
346,
184,
260,
442,
304,
528,
603,
54,
328,
272,
618
] | [
[
0,
1,
1,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
[
1,
0,
1,
0,
0,
0,
1... | AT2 | THD0011 | [
1,
0.8875,
0.775,
0.6625,
0.55,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1... |
[
[
0,
0,
112.35955047607422,
224.71910095214844,
0,
0,
0,
112.35955047607422,
0,
0,
0,
0,
0,
0,
449.4382019042969,
0,
0,
0,
0,
112.35955047607422,
0,
112.35955047607422,
0,
337.0786437988281,
0,
0,
0,
0,
... | train | aaaablog-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaablog-1 | [
"SFTPD",
"ATF4",
"ITGB1",
"FN1",
"VEGFA",
"BCL2L1",
"ITGA3",
"NAPSA",
"RHOA",
"EPAS1",
"ICAM1",
"DUOX1",
"XBP1",
"RTKN2",
"IFIT3",
"KRT8",
"SELENOS",
"EGFR",
"MGST1",
"HIST1H1C",
"AGER",
"VIM",
"ITGB6",
"PDIA3",
"RNASE1",
"HIF1A",
"SPRY2",
"HERPUD1",
"PGC",
... | [
8,
7,
3,
6,
507,
46,
306,
225,
602,
58,
301,
394,
468,
193,
275,
180,
619,
473,
280,
328,
494,
182,
369,
260,
21,
603,
308,
426,
469,
258,
537,
254,
433,
519,
514,
194,
197,
454,
151,
438,
530,
427,
620,
55,
324,
52,
346,
... | [
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
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,
0.775,
0.775,
0.55,
0.55,
0.55,
0.55,
0.55,
0.55,
0.55,
0.55,
0.55,
0.55,
0.55,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
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,
246.91357421875,
0,
0,
0,
123.456787109375,
0,
0,
0,
0,
0,
0,
123.456787109375,
0,
123.456787109375,
0,
0,
0,
0,
123.456787109375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1234.5678710... | train | aaaabmgi-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabmgi-1 | [
"VIM",
"CCL18",
"LYZ",
"PGC",
"HLA-DRA",
"RHOA",
"GCLM",
"NUCB2",
"HLA-DQA1",
"MS4A7",
"EPAS1",
"PLIN2",
"AGER",
"XBP1",
"MARCO",
"SFTPC",
"NAPSA",
"SFTPD",
"CD44",
"FCGR3A",
"CD52",
"FCER1G",
"HSPA5",
"CD68",
"HYOU1",
"SFTA2",
"NUTF2",
"IDH1",
"IFIT3",
"PDI... | [
8,
7,
3,
6,
603,
71,
357,
433,
263,
468,
231,
408,
261,
383,
193,
442,
21,
619,
362,
506,
394,
507,
100,
214,
101,
211,
272,
102,
273,
504,
409,
276,
280,
428,
184,
26,
48,
46,
328,
55,
147,
431,
618,
426
] | [
[
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
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... | not available | THD0011 | [
1,
0.85,
0.7,
0.5499999999999999,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
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,
181.81817626953125,
0,
90.90908813476562,
0,
90.90908813476562,
0,
90.90908813476562,
0,
0,
0,
0,
90.90908813476562,
0,
0,
0,
363.6363525390625,
0,
90.90908813476562,
0,
0,
181.81817626953125,
0,
0,
... | train | aaaabnld-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabnld-1 | [
"CEACAM6",
"DUOX1",
"RTKN2",
"VIM",
"MGST1",
"AXIN2",
"SFTPD",
"ICAM1",
"FN1",
"SPCS2",
"RHOA",
"NAPSA",
"LMAN1",
"BCL2L1",
"NKX2-1",
"RNASE1",
"COL4A3",
"FCN3",
"ITGB6",
"LUM",
"KRT18",
"IDH1",
"AGER",
"STAT6",
"CTNNB1",
"SFTPC",
"HIST1H1C",
"EPAS1",
"HERPUD1... | [
8,
7,
3,
6,
117,
180,
473,
603,
369,
51,
507,
275,
225,
531,
468,
394,
346,
58,
404,
469,
137,
217,
308,
353,
324,
276,
21,
544,
151,
506,
260,
193,
254,
360,
519,
169,
390,
231,
264,
143,
408,
426,
427,
182,
184,
438,
197,
... | [
[
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT1 | THD0011 | [
1,
1,
1,
0.775,
0.775,
0.775,
0.775,
0.55,
0.55,
0.55,
0.55,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
0,
0,
0,
0,
0,
98.03921508789062,
0,
0,
0,
0,
0,
0,
196.07843017578125,
0,
0,
0,
98.03921508789062,
0,
0,
98.03921508789062,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
392.1568603515625,
... | train | aaaabmhi-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabmhi-1 | [
"VIM",
"LYZ",
"MARCO",
"PLIN2",
"CCL18",
"HMOX1",
"PKM",
"LUM",
"HLA-DRA",
"ICAM1",
"CD3E",
"MGST1",
"IDH1",
"MRC1",
"FN1",
"KRT18",
"CD68",
"HSPA5",
"IL7R",
"PTPRC",
"ATF4",
"KDR",
"SSR3",
"SFTA2",
"SPP1",
"CENPF",
"CEACAM6",
"FAS",
"SPARCL1",
"IFIT3",
"P... | [
8,
7,
3,
6,
603,
357,
362,
442,
71,
266,
438,
353,
263,
275,
95,
369,
276,
379,
225,
324,
102,
272,
294,
456,
46,
312,
541,
504,
536,
118,
117,
206,
530,
280,
448,
394,
526,
100,
169,
316,
507,
519,
151,
400,
26,
80,
220,
... | [
[
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Proliferating Lymphoid | THD0011 | [
1,
0.82,
0.64,
0.64,
0.64,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.... |
[
[
0,
0,
0,
0,
0,
0,
0,
46.511627197265625,
93.02325439453125,
93.02325439453125,
0,
0,
0,
0,
93.02325439453125,
0,
0,
0,
0,
93.02325439453125,
0,
46.511627197265625,
46.511627197265625,
0,
46.511627197265625,
0,
... | train | aaaabmha-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabmha-1 | [
"VIM",
"CCL18",
"MS4A7",
"FN1",
"MARCO",
"FABP4",
"PLIN2",
"IDH1",
"HLA-DRA",
"SOD2",
"PECAM1",
"HMOX1",
"CD68",
"PTPRC",
"PKM",
"CTNNB1",
"PDIA3",
"FCER1G",
"RHOA",
"TREM2",
"CD44",
"ITGB1",
"HIST1H1C",
"LYZ",
"HSPA5",
"SPCS3",
"XBP1",
"SLC1A3",
"STAT6",
"T... | [
8,
7,
3,
6,
603,
71,
383,
225,
362,
202,
442,
276,
263,
526,
431,
266,
102,
456,
438,
151,
426,
211,
468,
586,
100,
306,
260,
357,
272,
532,
619,
513,
544,
556,
448,
184,
52,
27,
31,
280,
46,
428,
379,
258,
408,
120,
409,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
1,
0,
0,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | FABP4+ Macrophages | THD0011 | [
1,
0.9099999999999999,
0.82,
0.73,
0.73,
0.73,
0.73,
0.64,
0.64,
0.5499999999999999,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.37,
0.37,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
... |
[
[
0,
0,
0,
0,
0,
90.90908813476562,
0,
90.90908813476562,
0,
0,
0,
0,
0,
0,
0,
0,
181.81817626953125,
0,
0,
0,
0,
0,
90.90908813476562,
0,
0,
0,
0,
0,
90.90908813476562,
0,
0,
0,
0,
... | train | aaaabmjd-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabmjd-1 | [
"VIM",
"LYZ",
"HMOX1",
"MARCO",
"PLIN2",
"PKM",
"MS4A7",
"CD68",
"PPARG",
"HLA-DRA",
"CD14",
"CD44",
"PDIA6",
"MRC1",
"CST3",
"ATG7",
"FABP4",
"STAT6",
"COL1A1",
"NUCB2",
"SSR3",
"EHMT1",
"MGST1",
"HERPUD1",
"HSPA5",
"CD34",
"GZMA",
"CD52",
"GSR",
"CEACAM6",... | [
8,
7,
3,
6,
603,
357,
266,
362,
442,
438,
383,
102,
448,
263,
80,
100,
428,
379,
147,
48,
202,
544,
134,
408,
541,
184,
369,
254,
272,
92,
248,
101,
247,
117,
490,
253,
231,
276,
306,
431,
23,
26,
194,
450,
196,
456,
427,
... | [
[
0,
1,
1,
0,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | FABP4+ Macrophages | THD0011 | [
1,
0.8714285714285716,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
84.74576568603516,
84.74576568603516,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
84.74576568603516,
0,
0,
0,
0,
169... | train | aaaabmjf-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabmjf-1 | [
"RTKN2",
"VIM",
"ICAM1",
"EPAS1",
"KRT8",
"HIST1H1C",
"LYZ",
"HERPUD1",
"FN1",
"RHOA",
"COL4A3",
"NUCB2",
"XBP1",
"HLA-DRA",
"SOD2",
"EPCAM",
"CCN2",
"HYOU1",
"MARCO",
"MGST1",
"ITGB1",
"CEACAM6",
"ITGA3",
"RNASE1",
"PKM",
"NKX2-1",
"KRT18",
"UBE2J1",
"MYDGF",... | [
8,
7,
3,
6,
473,
603,
275,
193,
328,
260,
357,
254,
225,
468,
137,
408,
619,
263,
526,
194,
76,
273,
362,
369,
306,
117,
301,
469,
438,
404,
324,
594,
390,
425,
92,
211,
426,
454,
217,
100,
433,
515,
247,
507,
442,
384,
134,... | [
[
0,
1,
1,
0,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT1 | THD0011 | [
1,
0.85,
0.7,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
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,
87.71929931640625,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
87.71929931640625,
175.4385986328125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaablpf-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaablpf-1 | [
"DMBT1",
"PGC",
"SFTPD",
"XBP1",
"SFTPC",
"RHOA",
"EPAS1",
"HLA-DRA",
"DUOX1",
"SSR3",
"TOP1",
"SFTA2",
"CD44",
"LAMP3",
"SPCS3",
"NAPSA",
"S100A9",
"ATF4",
"ITGB1",
"ERLEC1",
"MAL",
"GSR",
"PECAM1",
"SLC25A37",
"MGST1",
"DDIT3",
"PDIA4",
"HIST1H1C",
"NFKB1",
... | [
8,
7,
3,
6,
177,
433,
507,
619,
506,
468,
193,
263,
180,
541,
580,
504,
100,
332,
532,
394,
481,
46,
306,
197,
358,
247,
431,
514,
369,
171,
427,
260,
400,
408,
526,
225,
294,
324,
264,
14,
308,
301,
300,
45,
594
] | [
[
0,
1,
1,
0,
1,
0,
1,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
[
1,
0,
1... | AT2 | THD0011 | [
1,
0.8714285714285716,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0... |
[
[
0,
0,
0,
0,
0,
77.51937866210938,
0,
0,
0,
0,
0,
0,
0,
77.51937866210938,
232.55813598632812,
0,
0,
0,
0,
77.51937866210938,
0,
77.51937866210938,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaabofh-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabofh-1 | [
"VIM",
"HMOX1",
"MARCO",
"LYZ",
"PLIN2",
"IDH1",
"HLA-DRA",
"PKM",
"LPAR2",
"HERPUD1",
"ATF4",
"HLA-DQA1",
"EHMT1",
"HMGA1",
"CST3",
"SOD2",
"XBP1",
"VEGFA",
"PDIA6",
"ITGAX",
"PDIA3",
"ITGAM",
"CXCR4",
"FABP4",
"PI16",
"HIST1H1C",
"SPCS3",
"SPCS2",
"PPARG",
... | [
8,
7,
3,
6,
603,
266,
362,
357,
442,
276,
263,
438,
349,
254,
46,
261,
184,
264,
147,
526,
619,
602,
428,
305,
426,
303,
163,
202,
434,
260,
532,
531,
448,
169,
369,
102,
374,
227,
221,
211,
310,
468,
151,
100,
146,
454,
272... | [
[
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,... | SPP1+ Macrophages | THD0011 | [
1,
0.8714285714285716,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.... |
[
[
0,
0,
0,
114.9425277709961,
0,
0,
0,
0,
0,
229.8850555419922,
0,
0,
0,
0,
114.9425277709961,
0,
0,
0,
114.9425277709961,
0,
114.9425277709961,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaabnin-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabnin-1 | [
"SFTPD",
"EPAS1",
"CEACAM6",
"CD44",
"HIST1H1C",
"VEGFA",
"PGC",
"MSLN",
"KRT8",
"HERPUD1",
"NKX2-1",
"EPCAM",
"DUOX1",
"CTNNB1",
"HLA-DRA",
"ANKRD28",
"TTC19",
"SPCS2",
"EGFR",
"MGST1",
"SSR3",
"CEACAM5",
"MMP12",
"GKN2",
"SFTPC",
"SELENOS",
"SCGB3A2",
"SAA2",
... | [
8,
7,
3,
6,
507,
193,
117,
100,
260,
602,
433,
384,
328,
254,
404,
194,
180,
151,
263,
31,
590,
531,
182,
369,
541,
116,
373,
234,
506,
494,
489,
483,
217,
469,
468,
247,
272,
308,
603,
619,
72,
301,
618,
21,
51,
46,
580,
... | [
[
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
],
... | AT1 | THD0011 | [
1,
0.82,
0.82,
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,
0.1,
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,
119.04762268066406,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
119.04762268066406,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaabmhn-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabmhn-1 | [
"PECAM1",
"HSPA5",
"HERPUD1",
"VIM",
"RHOA",
"PDIA3",
"FN1",
"IL7R",
"CTNNB1",
"EPAS1",
"FCN3",
"SPARCL1",
"MRC1",
"MARCO",
"LUM",
"HYOU1",
"NAPSA",
"STAT1",
"ITGB1",
"PGC",
"SNCA",
"CD68",
"CD86",
"CD8B",
"SAA2",
"CLDN5",
"S100A2",
"RTKN2",
"RNASE1",
"ATF4"... | [
8,
7,
3,
6,
431,
272,
254,
603,
468,
426,
225,
294,
151,
193,
217,
530,
379,
362,
353,
273,
394,
542,
306,
433,
524,
102,
109,
111,
483,
126,
478,
473,
469,
46,
442,
427,
411,
409,
401,
242,
358,
260,
266,
276,
336,
526,
531... | [
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Arteriole | THD0011 | [
1,
0.82,
0.82,
0.82,
0.64,
0.64,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
0,
0,
0,
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,
0,
0,
0,
0,
136.98629760742188,
0,
0,
0,
0,
0,
0,
... | train | aaaabmhf-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabmhf-1 | [
"HMOX1",
"VIM",
"HLA-DRA",
"ITGB1",
"PKM",
"IL7R",
"PLIN2",
"FCER1G",
"SLC7A11",
"MARCO",
"GSR",
"HMGA1",
"TOP1",
"PDIA3",
"VEGFA",
"SOD2",
"STAT6",
"SEC11C",
"HAVCR2",
"LPAR1",
"RHOA",
"SPCS3",
"SPCS2",
"RTKN2",
"LYZ",
"MANF",
"AKR1B10",
"CD68",
"MGST1",
"F... | [
8,
7,
3,
6,
266,
603,
263,
306,
438,
294,
442,
211,
517,
362,
247,
264,
580,
426,
602,
526,
544,
490,
253,
348,
468,
532,
531,
473,
357,
360,
25,
102,
369,
225,
456,
72,
494,
272,
276,
556,
594,
184,
428,
408
] | [
[
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
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... | 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,
0.1,
0.1,
0.1,
0.1,
0.1
] |
[
[
0,
0,
0,
0,
0,
94.3396224975586,
0,
0,
0,
0,
0,
0,
0,
0,
377.3584899902344,
0,
0,
0,
94.3396224975586,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
94.3396224975586,
0,
0,
0,
0,
0,
... | train | aaaaadmo-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaadmo-1 | [
"VIM",
"EPAS1",
"CTNNB1",
"ATF4",
"NAPSA",
"RHOA",
"SPARCL1",
"YAP1",
"DMBT1",
"PGC",
"HLA-DRA",
"SFTPC",
"ITGB1",
"CCN2",
"EGFR",
"PDGFRB",
"HERPUD1",
"FN1",
"SMAD4",
"FCN3",
"PLIN2",
"DCN",
"CEACAM6",
"SFTA2",
"RSPO3",
"COL3A1",
"COL1A1",
"SEC11C",
"PTGDS",
... | [
8,
7,
3,
6,
603,
193,
151,
46,
394,
468,
530,
620,
177,
433,
263,
506,
306,
76,
182,
425,
254,
225,
519,
217,
442,
169,
117,
504,
472,
136,
134,
490,
454,
507,
621,
431,
317,
301,
336,
275,
266,
353,
438,
261,
358,
257,
369,... | [
[
0,
1,
1,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SMCs | THD0011 | [
1,
0.85,
0.7,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1... |
[
[
0,
0,
0,
129.87013244628906,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
129.87013244628906,
0,
0,
0,
0,
0,
0,
0,
0,
259.7402648925781,
0,
0,
259.7402648925781,
0,
0,
0,
129.87013244628906,
0,
0,
... | train | aaaabmja-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabmja-1 | [
"VIM",
"EPAS1",
"IL7R",
"CEACAM6",
"ITGB1",
"STAT1",
"PECAM1",
"BMPR2",
"SPP1",
"HERPUD1",
"FCN3",
"BCL2L1",
"NAPSA",
"DCN",
"RAMP2",
"RNASE1",
"RHOA",
"CREB3L4",
"CEACAM5",
"SFTPC",
"SNAI1",
"CD44",
"SOD2",
"CTNNB1",
"PLIN2",
"LGALS1",
"YAP1",
"NUCB2",
"NFKB1... | [
8,
7,
3,
6,
603,
193,
294,
117,
306,
542,
431,
61,
536,
254,
217,
58,
394,
169,
459,
469,
468,
143,
116,
506,
522,
100,
526,
151,
442,
336,
620,
408,
400,
225,
231,
239,
247,
248,
369,
260,
263,
272,
273,
438,
427,
163,
312,... | [
[
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
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,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1... |
[
[
0,
0,
0,
107.5268783569336,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
107.5268783569336,
0,
0,
107.5268783569336,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaadmp-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaadmp-1 | [
"FN1",
"SPARCL1",
"SFTPC",
"VIM",
"DMBT1",
"RHOA",
"HIST1H1C",
"PGC",
"EPAS1",
"COL3A1",
"SFTPD",
"RNASE1",
"NAPSA",
"SELENOS",
"SNAI2",
"MEG3",
"IL7R",
"GSR",
"SOD2",
"CD4",
"CD44",
"COL1A1",
"CSPG4",
"CST3",
"AGER",
"NFKB1",
"ITGA3",
"SSR3",
"STAT6",
"HIF1... | [
8,
7,
3,
6,
225,
530,
506,
603,
177,
468,
260,
433,
193,
136,
507,
469,
394,
494,
523,
366,
294,
247,
526,
97,
100,
134,
146,
147,
21,
400,
301,
541,
544,
258,
221,
428,
263,
450,
169,
504,
619,
426,
618,
336,
58,
424,
425,
... | [
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Fibroblasts | THD0011 | [
1,
1,
0.82,
0.82,
0.64,
0.64,
0.64,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
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,
66.66666412353516,
0,
0,
0,
66.66666412353516,
0,
0,
0,
0,
333.33331298828125,
0,
0,
0,
66.66666412353516,
0,
0,
0,
66.66666412353516,
66.66666412353516,
66.66666412353516,
0,
0,
0,
0... | train | aaaaadmi-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaadmi-1 | [
"SFTPC",
"PGC",
"DMBT1",
"SFTPD",
"NAPSA",
"CD44",
"XBP1",
"ATF4",
"CFTR",
"MGST1",
"HERPUD1",
"HIST1H1C",
"HLA-DRA",
"NKX2-1",
"SEC11C",
"LAMP3",
"EPAS1",
"RNASE1",
"ITGB1",
"SPCS2",
"PDIA3",
"SOD2",
"PKM",
"ANKRD28",
"ERLEC1",
"MYDGF",
"SPCS3",
"ITGAV",
"SOX... | [
8,
7,
3,
6,
506,
433,
177,
507,
394,
100,
619,
46,
120,
369,
254,
260,
263,
404,
490,
332,
193,
469,
306,
531,
426,
526,
438,
31,
197,
390,
532,
304,
529,
23,
366,
615,
519,
247,
515,
383,
431,
504,
489,
620,
353,
151,
178,
... | [
[
0,
1,
1,
1,
1,
0,
0,
0,
1,
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,... | AT2 | THD0011 | [
1,
1,
0.8875,
0.775,
0.775,
0.6625,
0.55,
0.55,
0.4375,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,... |
[
[
0,
0,
126.582275390625,
63.2911376953125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
253.16455078125,
0,
0,
0,
63.2911376953125,
63.2911376953125,
0,
0,
0,
0,
0,
63.2911376953125,
0,
0,
0,
0,
0,
0,
... | train | aaaaadml-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaadml-1 | [
"SFTPD",
"SFTPC",
"NAPSA",
"PGC",
"VIM",
"XBP1",
"CD44",
"DMBT1",
"PECAM1",
"EPAS1",
"HLA-DRA",
"HIST1H1C",
"ATF4",
"ICAM1",
"RHOA",
"SFTA2",
"LAMP3",
"SCGB3A2",
"ACTA2",
"ITGB1",
"S100A9",
"CD34",
"MGST1",
"HYOU1",
"COL1A2",
"SMAD4",
"RNASE1",
"SELENOS",
"DCN... | [
8,
7,
3,
6,
507,
506,
394,
433,
603,
619,
100,
177,
431,
193,
263,
260,
46,
275,
468,
504,
332,
489,
14,
306,
481,
92,
369,
273,
135,
519,
469,
494,
169,
294,
197,
182,
428,
426,
404,
401,
225,
366,
258,
284,
620,
301,
438,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
1,
0.9099999999999999,
0.82,
0.73,
0.64,
0.64,
0.5499999999999999,
0.5499999999999999,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.37,
0.28,
0.28,
0.28,
0.28,
0.28,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0... |
[
[
0,
0,
0,
0,
0,
114.9425277709961,
0,
114.9425277709961,
0,
0,
0,
0,
0,
0,
229.8850555419922,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
137... | train | aaaacfhl-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacfhl-1 | [
"CCN2",
"FN1",
"VIM",
"COL1A2",
"LUM",
"SPARCL1",
"ITGB1",
"HIST1H1C",
"HIF1A",
"MAL",
"NAPSA",
"FCN1",
"PDGFRA",
"EGFR",
"PPARG",
"COL3A1",
"PTGDS",
"ATF4",
"DCN",
"RHOA",
"IFIT3",
"XBP1",
"AIF1",
"STAT6",
"COL1A1",
"CD14",
"HYOU1",
"AKR1C1",
"SPRY2",
"PDIA... | [
8,
7,
3,
6,
76,
225,
603,
135,
353,
530,
306,
260,
258,
358,
394,
216,
424,
182,
448,
136,
454,
46,
169,
468,
280,
619,
23,
544,
134,
80,
273,
26,
537,
427,
317,
494,
507,
193,
426,
304,
147
] | [
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
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,
1,
1,
0,
0... | Fibroblasts | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
238.09524536132812,
0,
0,
0,
0,
... | train | aaaaadka-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaadka-1 | [
"SFTPD",
"NAPSA",
"IL7R",
"VIM",
"SFTPC",
"SCGB3A2",
"RHOA",
"LAMP3",
"DCN",
"ZEB1",
"NKX2-1",
"PDIA3",
"MANF",
"HLA-DRA",
"CST3",
"PECAM1",
"RNASE1",
"CTNNB1",
"PKM",
"GSR",
"CCN2",
"XBP1",
"FCN3"
] | [
8,
7,
3,
6,
507,
394,
294,
603,
506,
489,
468,
332,
169,
621,
404,
426,
360,
263,
147,
431,
469,
151,
438,
247,
76,
619,
217
] | [
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0... | gCap | THD0011 | [
1,
0.775,
0.55,
0.55,
0.55,
0.325,
0.325,
0.325,
0.325,
0.325,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1
] |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
88.49557495117188,
265.4867248535156,
0,
0,
0,
0,
0,
0,
... | train | aaaaadmb-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaadmb-1 | [
"SPP1",
"VIM",
"HMOX1",
"XBP1",
"GSR",
"PDIA4",
"HSPA5",
"MS4A7",
"MARCO",
"HYOU1",
"CCL2",
"CD68",
"FCER1G",
"PLIN2",
"SLC1A3",
"CD44",
"PGC",
"MRC1",
"SELENOS",
"HERPUD1",
"HIST1H1C",
"HLA-DRA",
"RNASE1",
"IDH1",
"DMBT1",
"CD86",
"PDIA3",
"EHMT1",
"ITGB1",
... | [
8,
7,
3,
6,
536,
603,
266,
619,
247,
427,
272,
383,
362,
273,
72,
102,
211,
442,
513,
100,
433,
379,
494,
254,
260,
263,
469,
276,
177,
109,
426,
184,
306,
193,
197,
411,
303,
390,
111,
324,
357,
532,
594,
294,
328,
336,
262... | [
[
0,
1,
1,
1,
0,
0,
1,
1,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
... | SPP1+ Macrophages | THD0011 | [
1,
1,
0.85,
0.7,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.... |
[
[
0,
121.95121765136719,
0,
121.95121765136719,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
243.90243530273438,
0,
0,
0,
0,
0,
0,
121.95121765136719,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
365.8536376953125,... | train | aaaabmka-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabmka-1 | [
"EPAS1",
"VIM",
"IL7R",
"HSPA5",
"HMOX1",
"PLIN2",
"CCL18",
"HAVCR2",
"FCN3",
"PDIA3",
"PDIA4",
"PECAM1",
"PKM",
"ITGAX",
"ITGB1",
"WWTR1",
"ATF4",
"MYC",
"STAT6",
"STAT1",
"CEACAM6",
"ICAM1",
"SPP1",
"FGF2",
"SPCS3",
"ACKR1",
"SPARCL1",
"FGF7",
"SOX4",
"RHO... | [
8,
7,
3,
6,
193,
603,
294,
272,
266,
442,
71,
253,
217,
426,
427,
431,
438,
305,
306,
618,
46,
389,
544,
542,
117,
275,
536,
220,
532,
13,
530,
221,
528,
468,
258,
454,
394,
100,
177,
304,
602,
362,
324,
404,
21,
408,
293,
... | [
[
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.82,
0.64,
0.64,
0.64,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
96.15384674072266,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
192.3076934814453,
0,
96.15384674072266,
0,
0,
192.3076934814453,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0... | train | aaaabnjo-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabnjo-1 | [
"RTKN2",
"PGC",
"SFTPD",
"SFTPC",
"NAPSA",
"ICAM1",
"FN1",
"EPAS1",
"VIM",
"MGST1",
"NKX2-1",
"RHOA",
"SPARCL1",
"FAS",
"BCL2L1",
"HERPUD1",
"SELENOS",
"NFKB1",
"HIST1H1C",
"AXIN2",
"WFDC2",
"YAP1",
"EGFR",
"DUOX1",
"VEGFA",
"SFTA2",
"STAT6",
"GSR",
"SSR3",
... | [
8,
7,
3,
6,
473,
433,
507,
506,
394,
275,
225,
193,
603,
369,
404,
468,
530,
206,
58,
254,
494,
400,
260,
51,
610,
620,
182,
180,
602,
504,
544,
247,
541,
194,
137,
531,
100,
97,
528,
526,
263,
272,
147,
619,
14,
317,
177,
... | [
[
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,... | AT1 | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
... |
[
[
0,
0,
112.35955047607422,
0,
0,
337.0786437988281,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
112.35955047607422,
0,
0,
0,
0,
0,
0,
0,
112.35955047607422,
0,
0,
0,
0,
0,
112.35955047607422,... | train | aaaabnih-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabnih-1 | [
"VIM",
"DCN",
"FN1",
"LYZ",
"EPAS1",
"AIF1",
"YAP1",
"ITGB1",
"SOD2",
"RTKN2",
"PECAM1",
"MARCO",
"HIST1H1C",
"SPCS3",
"SPARCL1",
"HERPUD1",
"EPCAM",
"FAS",
"CD4",
"PDIA6",
"SMAD4",
"SLC25A4",
"MS4A7",
"SFTPD",
"SFTA2",
"CEACAM6",
"PTGDS",
"GCLM",
"COL1A2",
... | [
8,
7,
3,
6,
603,
169,
225,
357,
193,
23,
620,
306,
526,
473,
431,
362,
260,
532,
530,
254,
194,
206,
97,
428,
519,
515,
383,
507,
504,
117,
454,
231,
135,
136,
480,
263,
224,
146,
438,
442,
151,
468,
163,
312,
184,
171,
394,... | [
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Alveolar FBs | THD0011 | [
1,
0.775,
0.55,
0.55,
0.55,
0.55,
0.55,
0.55,
0.325,
0.325,
0.325,
0.325,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0... |
[
[
0,
0,
123.456787109375,
0,
123.456787109375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
123.456787109375,
0,
123.456787109375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaabnjb-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabnjb-1 | [
"CD44",
"DMBT1",
"SFTPC",
"NAPSA",
"EPAS1",
"LAMP3",
"HLA-DRA",
"HYOU1",
"SFTPD",
"SFTA2",
"SELENOS",
"CD68",
"MGST1",
"RHOA",
"XBP1",
"SNAI2",
"LUM",
"CD14",
"SOD2",
"PDIA6",
"ITGAV",
"SEC11C",
"SCGB3A2",
"MYDGF",
"FGF10",
"RTKN2",
"PLIN2",
"PKM",
"SLC25A4",
... | [
8,
7,
3,
6,
100,
177,
506,
394,
193,
332,
263,
273,
507,
504,
494,
102,
369,
468,
619,
523,
353,
80,
526,
428,
304,
490,
489,
390,
219,
473,
442,
438,
515,
117,
180,
313,
55,
324,
620,
22,
58,
603,
596,
580,
14
] | [
[
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,
1... | 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,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
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,
172.41378784179688,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
344.82757568359375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaabnmc-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabnmc-1 | [
"VIM",
"PECAM1",
"SFTA2",
"SPARCL1",
"HIST1H1C",
"STAT6",
"CA4",
"SLC25A37",
"LUM",
"MUC5B",
"SELENOS",
"CLDN5",
"SPCS3",
"CD34",
"SFTPC",
"RTKN2",
"IL7R",
"RAMP2",
"EPAS1",
"NAPSA",
"MGST1",
"LYZ",
"HMGA1",
"HYOU1",
"IFIT1",
"KDR",
"RHOA",
"EHMT1",
"CTNNB1",
... | [
8,
7,
3,
6,
603,
431,
504,
530,
260,
544,
68,
514,
353,
388,
494,
126,
532,
92,
506,
473,
294,
459,
193,
394,
369,
357,
264,
273,
278,
312,
468,
184,
151,
26
] | [
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0... | gCap | THD0011 | [
1,
0.82,
0.64,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1
] |
[
[
0,
0,
404.0404052734375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
101.01010131835938,
0,
0,
101.01010131835938,
0,
0,
0,
0,
0,
0,
0,
0,
202.02020263671875,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaacake-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacake-1 | [
"VIM",
"PECAM1",
"SPARCL1",
"EPAS1",
"FN1",
"RHOA",
"ACTA2",
"HIST1H1C",
"HIF1A",
"WWTR1",
"HLA-DRA",
"SOD2",
"HERPUD1",
"BMPR2",
"PKM",
"PLVAP",
"IL7R",
"CLDN5",
"S100A9",
"CD34",
"RNASE1",
"SLC25A4",
"NUTF2",
"OAS2",
"STAT1",
"FABP4",
"NUCB2",
"MYDGF",
"FGF7... | [
8,
7,
3,
6,
603,
431,
530,
193,
225,
468,
14,
260,
258,
618,
263,
526,
254,
61,
438,
445,
294,
126,
481,
92,
469,
515,
409,
410,
542,
202,
408,
390,
221,
231,
257,
261,
266,
411,
544,
162,
306,
619,
602,
600,
46,
594,
50
] | [
[
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
],
[
1... | Arteriole | THD0011 | [
1,
0.8875,
0.775,
0.6625,
0.6625,
0.55,
0.4375,
0.4375,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0... |
[
[
0,
0,
0,
158.73016357421875,
0,
0,
0,
158.73016357421875,
158.73016357421875,
0,
0,
0,
0,
0,
317.4603271484375,
0,
158.73016357421875,
0,
0,
158.73016357421875,
158.73016357421875,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaadkd-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaadkd-1 | [
"RTKN2",
"SOD2",
"CEACAM6",
"SLC25A4",
"CTNNB1",
"SFTPD",
"VEGFA",
"FN1",
"ATF4",
"RHOA",
"PKM",
"CST3",
"HLA-DRA",
"LUM",
"STAT6",
"CCN2",
"SSR3",
"LPAR2",
"HYOU1",
"HIST1H1C",
"SPARCL1",
"NAPSA",
"COL4A3",
"RNASE1",
"DCN",
"PTGDS",
"ERLEC1",
"PECAM1",
"TOP1"... | [
8,
7,
3,
6,
473,
526,
117,
515,
151,
507,
602,
225,
46,
468,
438,
147,
263,
353,
544,
76,
541,
349,
273,
260,
530,
394,
137,
469,
169,
454,
197,
431,
580,
276,
184,
48,
312,
324,
27,
620,
26,
21,
52,
54,
610
] | [
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
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,
0.7,
0.7,
0.7,
0.7,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1
] |
[
[
0,
0,
0,
129.87013244628906,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
129.87013244628906,
0,
0,
129.87013244628906,
0,
0,
0,
0,
0,
0,
0,
129.87013244628906,
0,
0,
129.87013244628906,
0,
0... | train | aaaagclp-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaagclp-1 | [
"VIM",
"SPARCL1",
"FN1",
"DCN",
"CTNNB1",
"PECAM1",
"IL7R",
"RHOA",
"NUCB2",
"LYZ",
"LUM",
"KDR",
"ITGB1",
"HERPUD1",
"CCL2",
"ZEB1",
"ATG7",
"CEACAM5",
"SOD2",
"SNCA",
"CLDN5",
"COL3A1",
"CXCR4",
"RTKN2",
"EGFR",
"STAT6",
"PKM",
"PDGFRB",
"FGF7",
"NFKB1",
... | [
8,
7,
3,
6,
603,
530,
225,
169,
151,
431,
294,
468,
408,
357,
353,
312,
306,
254,
72,
621,
48,
116,
526,
524,
126,
136,
163,
473,
182,
544,
438,
425,
221,
400,
390,
383,
258,
358,
324,
216,
80,
21,
52,
596,
63,
68
] | [
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
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,
1,
0.775,
0.775,
0.55,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
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,
248.44720458984375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
62.11180114746094,
0,
0,
0,
0,
62.11180114746094,
0,
186.3354034423828,
0,
0,
0,
0,
0,
0,
... | train | aaaacamo-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacamo-1 | [
"VIM",
"HMOX1",
"IL7R",
"RNASE1",
"MRC1",
"HLA-DRA",
"IDH1",
"CD68",
"LYZ",
"AIF1",
"ITGB1",
"C1QC",
"CD3E",
"PTPRC",
"LUM",
"CD14",
"FCER1G",
"CD8A",
"EPAS1",
"PECAM1",
"XBP1",
"PDGFRA",
"PDIA3",
"SPARCL1",
"COL3A1",
"PTGDS",
"COL1A2",
"PDIA4",
"COL1A1",
"S... | [
8,
7,
3,
6,
603,
266,
294,
469,
379,
263,
276,
102,
357,
23,
306,
66,
95,
456,
353,
80,
211,
110,
193,
431,
619,
424,
426,
530,
136,
454,
135,
427,
134,
526,
594,
390,
109,
312,
506,
334,
303,
302,
301,
296,
147,
163,
348,
... | [
[
0,
1,
1,
1,
1,
1,
1,
0,
0,
0,
1,
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,... | T-cells | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.7428571428571429,
0.6142857142857143,
0.6142857142857143,
0.6142857142857143,
0.6142857142857143,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0... |
[
[
0,
0,
588.2352905273438,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
73.52941131591797,
73.52941131591797,
0,
0,
73.52941131591797,
0,
0,
0,
0,
0,
0,
0,
0,
73.52941131591797,
0,
0,
0,
0,
0,
0,
... | train | aaaacakb-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacakb-1 | [
"VIM",
"FN1",
"COL3A1",
"EPAS1",
"ACTA2",
"LUM",
"SPARCL1",
"PECAM1",
"ITGB1",
"PDGFRB",
"STAT6",
"YAP1",
"PDIA3",
"VEGFA",
"RNASE1",
"COL1A1",
"HIST1H1C",
"SPCS2",
"HES1",
"CD34",
"HEY1",
"HIF1A",
"STAT1",
"HERPUD1",
"PDIA6",
"SNAI2",
"SOD2",
"SELENOS",
"PDIA... | [
8,
7,
3,
6,
603,
225,
136,
193,
14,
353,
530,
431,
306,
425,
544,
620,
426,
602,
469,
134,
260,
531,
255,
92,
257,
258,
542,
254,
428,
523,
526,
494,
427,
178,
480,
400,
438,
468,
169,
360,
135,
454,
529,
61,
46,
45,
278,
... | [
[
0,
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,
0,... | Fibroblasts | THD0011 | [
1,
0.8875,
0.8875,
0.775,
0.6625,
0.55,
0.4375,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.1,
0.1,
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,
96.15384674072266,
0,
0,
96.15384674072266,
0,
96.15384674072266,
0,
0,
0,
0,
0,
0,
288.4615478515625,
0,
0,
0,
96.15384674072266,
0,
0,
... | train | aaaaadgf-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaadgf-1 | [
"EPAS1",
"SPARCL1",
"NAPSA",
"VIM",
"RHOA",
"PGC",
"PDIA3",
"PECAM1",
"FN1",
"DUOX1",
"CD44",
"SFTPD",
"BMPR2",
"IRF1",
"ITGB1",
"SOD2",
"XBP1",
"SPRY2",
"HIST1H1C",
"CTNNB1",
"HLA-DRA",
"YAP1",
"ITGAX",
"FCN3",
"HSPA5",
"EPCAM",
"DMBT1",
"CLDN5",
"HYOU1",
"... | [
8,
7,
3,
6,
193,
530,
394,
603,
468,
433,
426,
431,
225,
180,
100,
507,
61,
296,
306,
526,
619,
537,
260,
151,
263,
620,
305,
217,
272,
194,
177,
126,
273,
310,
294,
332,
580,
542,
506,
494,
473,
456,
442,
438,
428,
425,
408... | [
[
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
1,
0.82,
0.82,
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,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
280.37384033203125,
93.45794677734375,
0,
0,
0,
0,
93.45794677734375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
93.45794677734375,
0,
0,
0,
0,
93.45794677734375,
0,
0,
0,
0,
... | train | aaaackcj-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaackcj-1 | [
"VIM",
"HIST1H1C",
"EPAS1",
"RNASE1",
"RHOA",
"MRC1",
"PECAM1",
"IL7R",
"ACKR1",
"COL1A1",
"HLA-DRA",
"KRT18",
"CD4",
"XBP1",
"FN1",
"DCN",
"IDH1",
"HMOX1",
"SFTPC",
"SFTPD",
"CST3",
"CD69",
"CGA",
"EPCAM",
"GCLM",
"CEACAM5",
"CPA3",
"COL3A1",
"CD44",
"LYZ",... | [
8,
7,
3,
6,
603,
260,
193,
469,
468,
379,
431,
294,
13,
134,
263,
324,
97,
619,
225,
169,
276,
266,
506,
507,
147,
103,
121,
194,
231,
116,
142,
136,
100,
357,
301,
618,
596,
580,
542,
537,
524,
293,
504,
454,
426,
424,
420,... | [
[
0,
1,
1,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.82,
0.82,
0.82,
0.64,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
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,
91.74311828613281,
0,
0,
91.74311828613281,
0,
0,
0,
0,
0,
0,
0,
0,
91.74311828613281,
0,
0,
0,
91.74311828613281,
0,
0,
0,
0,
91.74311828613281,
0,
0,
91.74311828613281,
0,
0,
0,
0,
... | train | aaaaadgj-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaadgj-1 | [
"VIM",
"EPAS1",
"PECAM1",
"FN1",
"CCN2",
"SFTPC",
"HIST1H1C",
"PDIA3",
"SPCS3",
"ITGB1",
"YAP1",
"ICAM1",
"HSPA5",
"HLA-DRA",
"IL7R",
"SFTPD",
"SOD2",
"DMBT1",
"NAPSA",
"HERPUD1",
"GCLM",
"HYOU1",
"FCN3",
"IRF1",
"DCN",
"CREB3L4",
"KDR",
"LUM",
"MGST1",
"PCN... | [
8,
7,
3,
6,
603,
193,
431,
225,
76,
506,
260,
426,
532,
306,
620,
275,
272,
263,
294,
507,
526,
177,
394,
254,
231,
273,
217,
296,
169,
143,
312,
353,
369,
420,
408,
614,
594,
537,
530,
522,
513,
490,
488,
390,
481,
468,
448... | [
[
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0... |
[
[
0,
0,
0,
0,
0,
235.2941131591797,
0,
0,
0,
0,
0,
0,
0,
0,
235.2941131591797,
0,
0,
0,
0,
0,
0,
0,
0,
0,
117.64705657958984,
0,
117.64705657958984,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaacaln-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacaln-1 | [
"VIM",
"LYZ",
"S100A8",
"ITGAX",
"CD44",
"S100A9",
"RHOA",
"ITGB1",
"VEGFA",
"UBE2J1",
"PLIN2",
"PECAM1",
"ATF4",
"AIF1",
"GPR183",
"CD14",
"HYOU1",
"CD68",
"HEY1",
"HAVCR2",
"RTKN2",
"EPAS1",
"PTPRC",
"FGF2",
"FCN1",
"PKM",
"FCER1G",
"STAT6",
"EPCAM",
"TGFB... | [
8,
7,
3,
6,
603,
357,
480,
305,
100,
481,
468,
306,
602,
594,
442,
431,
46,
23,
242,
80,
273,
102,
257,
253,
473,
193,
456,
220,
216,
438,
211,
544,
194,
556,
450,
61,
59,
596
] | [
[
0,
1,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
[
1,
0,
1,
1,
0,
0,
1,
0,
0,
0... | Interstitial Macrophages | THD0011 | [
1,
0.85,
0.7,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
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,
128.2051239013672,
0,
0,
0,
0,
128.2051239013672,
0,
128.2051239013672,
0,
0,
0,
0,
128.2051239013672,
0,
0,
0,
0,
0,
0,
0,
128.2051239013672,
128.2051239013672,
0,
0,
256.4102478027344,
0,
0,... | train | aaaabmkd-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabmkd-1 | [
"EPAS1",
"RHOA",
"VIM",
"PECAM1",
"CA4",
"DMBT1",
"COL3A1",
"PGC",
"CST3",
"HIST1H1C",
"HERPUD1",
"CEACAM6",
"IDH1",
"BMPR2",
"HSPA5",
"HMOX1",
"COL1A1",
"MARCO",
"IFIT1",
"HMGA1",
"FGF7",
"FN1",
"NAPSA",
"STAT1",
"CD274",
"CFTR",
"GNG11",
"BCL2L1",
"CTNNB1",
... | [
8,
7,
3,
6,
193,
468,
603,
431,
68,
177,
136,
433,
147,
260,
254,
117,
276,
61,
272,
266,
134,
362,
278,
264,
221,
225,
394,
542,
89,
120,
238,
58,
151,
448,
14,
26,
31,
46,
379,
102,
169,
426,
594,
506,
57,
206,
126
] | [
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
[
0... | gCap | THD0011 | [
1,
0.82,
0.64,
0.64,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,... |
[
[
0,
0,
0,
87.71929931640625,
0,
0,
0,
0,
175.4385986328125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
263.15789794921875,
0,
0,
0,
0,
0,
0,
0,
0,
0,
175.4385986328125,
0,
0,
0,
87.71929931640625,
... | train | aaaackdb-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaackdb-1 | [
"VIM",
"HLA-DRA",
"RTKN2",
"CD68",
"LYZ",
"SFTPC",
"MARCO",
"RHOA",
"AXIN2",
"HIST1H1C",
"HLA-DQA1",
"PKM",
"HSPA5",
"XBP1",
"AKR1C2",
"C1QC",
"CTNNB1",
"EHMT1",
"ITGAX",
"COL4A3",
"SOD2",
"NAPSA",
"CEACAM6",
"ITGA3",
"PGC",
"KDR",
"COL1A2",
"SMAD4",
"SFTA2",
... | [
8,
7,
3,
6,
603,
263,
473,
102,
357,
506,
362,
468,
51,
260,
261,
438,
272,
619,
27,
66,
151,
184,
305,
137,
526,
394,
117,
301,
433,
312,
135,
519,
504,
514,
507,
214,
182,
193,
197,
202,
247,
369,
254,
360,
264,
266,
275,
... | [
[
0,
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,
0,... | Interstitial Macrophages | THD0011 | [
1,
0.85,
0.7,
0.7,
0.7,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.... |
[
[
0,
0,
132.45033264160156,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
66.22516632080078,
0,
0,
0,
0,
0,
0,
0,
66.22516632080078,
0,
66.22516632080078,
0,
0,
0,
0,
0,
0,
0,
0,
132.45033264160156,
... | train | aaaabmke-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabmke-1 | [
"HMOX1",
"VIM",
"CD68",
"PKM",
"MS4A7",
"PLIN2",
"HLA-DRA",
"IDH1",
"MRC1",
"FCER1G",
"LYZ",
"MARCO",
"HSPA5",
"PDIA3",
"HAVCR2",
"COL3A1",
"PPARG",
"ACTA2",
"CCL18",
"HIF1A",
"CD44",
"RHOA",
"CCL2",
"DIRAS3",
"SLC1A3",
"CD52",
"SFTPC",
"S100A8",
"RNASE1",
"... | [
8,
7,
3,
6,
266,
603,
102,
438,
383,
442,
263,
276,
379,
211,
357,
362,
272,
426,
253,
136,
448,
14,
71,
258,
100,
468,
72,
176,
513,
101,
506,
480,
469,
294,
191,
193,
428,
427,
97,
408,
390,
369,
363,
264,
273,
275,
305,
... | [
[
0,
1,
1,
1,
1,
1,
0,
1,
1,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SPP1+ Macrophages | THD0011 | [
1,
0.9,
0.8,
0.7000000000000001,
0.7000000000000001,
0.6,
0.6,
0.5,
0.5,
0.4,
0.4,
0.30000000000000004,
0.30000000000000004,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.1,
0.1,
0.1,
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,
218.97808837890625,
0,
72.9926986694336,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
72.9926986694336,
0,
0,
0,
0,
0,
... | train | aaaaadgo-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaadgo-1 | [
"SFTPC",
"SFTPD",
"CEACAM6",
"XBP1",
"SOD2",
"PGC",
"NAPSA",
"YAP1",
"IL7R",
"DMBT1",
"VIM",
"FN1",
"RHOA",
"CTNNB1",
"SPARCL1",
"EPCAM",
"ATF4",
"PECAM1",
"EPAS1",
"SELENOS",
"FKBP11",
"FCN3",
"PKM",
"HLA-DRA",
"LAMP3",
"KRT8",
"ITGB1",
"MANF",
"SPCS3",
"GS... | [
8,
7,
3,
6,
506,
507,
117,
619,
526,
433,
394,
620,
294,
177,
603,
225,
468,
151,
530,
194,
46,
431,
193,
494,
224,
217,
438,
263,
332,
328,
306,
360,
532,
247,
515,
234,
182,
369,
100,
308,
490,
390,
420,
469,
206,
442,
409... | [
[
0,
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,
0,... | AT2 | THD0011 | [
1,
0.8714285714285716,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.6142857142857143,
0.6142857142857143,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
... |
[
[
0,
0,
62.11180114746094,
62.11180114746094,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
807.4534301757812,
0,
0,
0,
0,
... | train | aaaabmpm-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabmpm-1 | [
"VIM",
"CCL2",
"MARCO",
"HMOX1",
"RHOA",
"PKM",
"EPAS1",
"MYDGF",
"HSPA5",
"PDIA3",
"PLIN2",
"ITGB1",
"HLA-DRA",
"MRC1",
"PDIA4",
"MS4A7",
"CEACAM6",
"LYZ",
"CD44",
"FN1",
"S100A9",
"RNASE1",
"CTNNB1",
"PDIA6",
"NUCB2",
"S100A8",
"NFKB1",
"HAVCR2",
"EHMT1",
... | [
8,
7,
3,
6,
603,
72,
362,
266,
468,
438,
193,
390,
272,
426,
442,
306,
263,
379,
427,
383,
117,
357,
100,
225,
481,
469,
151,
428,
408,
480,
400,
253,
184,
363,
526,
433,
169,
247,
456,
242,
102,
514,
507,
214,
473,
217,
454... | [
[
0,
1,
1,
1,
1,
1,
1,
0,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SPP1+ Macrophages | THD0011 | [
1,
0.8875,
0.775,
0.6625,
0.55,
0.55,
0.4375,
0.4375,
0.4375,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.2125000000000... |
[
[
0,
0,
120.48192596435547,
0,
0,
120.48192596435547,
0,
120.48192596435547,
0,
0,
0,
0,
0,
0,
240.96385192871094,
0,
120.48192596435547,
0,
0,
120.48192596435547,
0,
0,
0,
0,
0,
0,
0,
0,
361.44577026... | train | aaaabmkn-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabmkn-1 | [
"VIM",
"MS4A7",
"CST3",
"EPAS1",
"OAS2",
"C1QC",
"LYZ",
"PDIA4",
"S100A9",
"HLA-DRA",
"PECAM1",
"ATF4",
"PLIN2",
"CXCR4",
"HAVCR2",
"TOP1",
"PKM",
"SOX4",
"CD14",
"CD68",
"SOD2",
"MRC1",
"GPR183",
"COL1A2",
"CEACAM6",
"CLDN5",
"HMOX1",
"FCN1",
"PCNA",
"RNASE... | [
8,
7,
3,
6,
603,
383,
147,
193,
410,
66,
357,
427,
481,
263,
431,
46,
442,
163,
253,
580,
438,
528,
80,
102,
526,
379,
242,
135,
117,
126,
266,
216,
420,
469,
169,
426,
428,
454,
197,
515,
273,
531,
276,
52,
303,
48,
26,
2... | [
[
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Interstitial Macrophages | THD0011 | [
1,
0.82,
0.82,
0.64,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
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,
47.39336395263672,
0,
47.39336395263672,
47.39336395263672,
47.39336395263672,
94.78672790527344,
0,
0,
0,
0,
0,
189.57345581054688,
0,
47.39336395263672,
47.39336395263672,
0,
0,
0,
0,
94.78672790527344,
0,
... | train | aaaabmld-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabmld-1 | [
"PGC",
"SFTPD",
"SFTPC",
"PDGFRA",
"CCN2",
"DMBT1",
"VIM",
"HIST1H1C",
"FN1",
"CD44",
"YAP1",
"LUM",
"COL1A2",
"XBP1",
"ATF4",
"HLA-DRA",
"MGST1",
"ITGB1",
"DUOX1",
"S100A9",
"IL7R",
"CTNNB1",
"DCN",
"PDIA3",
"CD34",
"TOP1",
"LAMP3",
"GSR",
"HMGA1",
"FCGBP",... | [
8,
7,
3,
6,
433,
507,
506,
424,
76,
177,
603,
260,
225,
100,
620,
353,
135,
619,
46,
263,
369,
306,
180,
481,
294,
151,
169,
426,
92,
580,
332,
247,
264,
212,
206,
27,
427,
530,
57,
469,
468,
184,
258,
182,
428,
217,
618,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Fibroblasts | THD0011 | [
1,
0.9,
0.8,
0.7000000000000001,
0.6,
0.6,
0.6,
0.6,
0.5,
0.5,
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,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,... |
[
[
0,
0,
0,
86.20689392089844,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
86.20689392089844,
0,
0,
0,
258.62066650390625,
0,
344.82757568359375,
0,
0,
... | train | aaaachpj-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaachpj-1 | [
"VIM",
"FN1",
"EPAS1",
"XBP1",
"PECAM1",
"LUM",
"SPARCL1",
"CCL18",
"DCN",
"SOD2",
"CA4",
"COL1A2",
"PDGFRA",
"KDR",
"ITGB1",
"HLA-DRA",
"IFIT1",
"RHOA",
"HERPUD1",
"CD34",
"CCN2",
"ICAM1",
"PLIN2",
"COL3A1",
"CD68",
"SLC7A11",
"CEACAM6",
"ITGAM",
"SELENOS",
... | [
8,
7,
3,
6,
603,
225,
193,
619,
431,
353,
530,
71,
169,
526,
68,
135,
424,
312,
306,
263,
278,
468,
254,
92,
76,
275,
442,
136,
102,
517,
117,
303,
494,
620,
258,
151,
348,
438,
273,
529,
408,
224,
261,
260,
425,
621,
61,
... | [
[
0,
1,
1,
1,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
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,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0... |
[
[
0,
0,
105.2631607055664,
0,
0,
526.3157958984375,
0,
0,
0,
0,
0,
0,
0,
0,
105.2631607055664,
0,
105.2631607055664,
0,
0,
105.2631607055664,
0,
0,
0,
0,
0,
0,
210.5263214111328,
0,
105.2631607055664,... | train | aaaabmkp-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabmkp-1 | [
"EPAS1",
"FCGBP",
"VIM",
"AIF1",
"HLA-DRA",
"MS4A7",
"FN1",
"RNASE1",
"CD14",
"PECAM1",
"PGC",
"MRC1",
"LUM",
"IDH1",
"HIST1H1C",
"BMPR2",
"HERPUD1",
"DCN",
"ITGB1",
"NFKB1",
"HYOU1",
"PDIA3",
"RHOA",
"CTNNB1",
"MGST1",
"HIF1A",
"HEY1",
"SPARCL1",
"CST3",
"C... | [
8,
7,
3,
6,
193,
212,
603,
23,
263,
383,
225,
469,
80,
431,
433,
379,
353,
276,
260,
61,
254,
169,
306,
400,
273,
426,
468,
151,
369,
258,
257,
530,
147,
100,
102,
214,
135,
247,
390,
211,
231,
184,
76,
48,
52,
619,
14,
61... | [
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Macrophages | THD0011 | [
1,
0.82,
0.82,
0.82,
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,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
0,
0,
0,
347.8260803222656,
0,
86.9565200805664,
0,
0,
0,
0,
0,
0,
260.86956787109375,
0,
86.9565200805664,
0,
0,
0,
0,
0,
0,
86.9565200805664,
0,
0,
86.9565200805664,
0,
86.9565200805664,
... | train | aaaaadig-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaadig-1 | [
"VIM",
"PTPRC",
"EPAS1",
"FCER1G",
"HLA-DRA",
"AIF1",
"ATF4",
"MS4A7",
"SFTA2",
"CST3",
"PECAM1",
"S100A9",
"SOD2",
"CD68",
"EREG",
"CD44",
"RHOA",
"IL7R",
"SPCS2",
"ITGAM",
"HERPUD1",
"LYZ",
"HIF1A",
"MARCO",
"CD4",
"KRT18",
"ITGB1",
"CD86",
"SLC1A3",
"ISG2... | [
8,
7,
3,
6,
603,
456,
193,
211,
263,
23,
46,
383,
504,
147,
431,
481,
526,
102,
196,
100,
468,
294,
531,
303,
254,
357,
258,
362,
97,
324,
306,
109,
513,
300,
135,
151,
469,
272,
248,
379,
180,
184,
444,
442,
206,
253,
530,
... | [
[
0,
1,
1,
1,
1,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
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,
0.4,
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,
91.74311828613281,
183.48623657226562,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
91.74311828613281,
0,
0,
91.74311828613281,
0,
183.48623657226562,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
91.74311828613281,... | train | aaaabmni-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabmni-1 | [
"EPAS1",
"VIM",
"FCN3",
"SPARCL1",
"PECAM1",
"CTNNB1",
"IL7R",
"FN1",
"PCNA",
"RHOA",
"HERPUD1",
"YAP1",
"IRF1",
"ITGB1",
"PDIA4",
"AXL",
"CD44",
"ACTA2",
"PLIN2",
"PGC",
"COL3A1",
"CST3",
"XBP1",
"DCN",
"DNAJB9",
"EHMT1",
"WWTR1",
"FGF2",
"WNT2",
"GNG11",
... | [
8,
7,
3,
6,
193,
603,
217,
530,
431,
151,
294,
225,
420,
468,
254,
620,
296,
306,
427,
52,
100,
14,
442,
433,
136,
147,
619,
169,
178,
184,
618,
220,
612,
238,
594,
258,
260,
524,
522,
304,
507,
346,
401,
135,
504,
425,
494,... | [
[
0,
1,
1,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.85,
0.7,
0.7,
0.7,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
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,
83.33333587646484,
83.33333587646484,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
250,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
166.6666717529297,
0,
0,
0,
83.33333587646484,
0,
0,
0,
0,
... | train | aaaabmoi-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabmoi-1 | [
"EPAS1",
"VIM",
"PECAM1",
"FCN3",
"RHOA",
"SPARCL1",
"IL7R",
"DCN",
"RNASE1",
"ATF4",
"SOD2",
"FN1",
"COL1A2",
"BMPR2",
"HLA-DRA",
"HIST1H1C",
"GNG11",
"HERPUD1",
"HLA-DQA1",
"GSR",
"FCER1G",
"FCGR3A",
"ERLEC1",
"DDIT3",
"COL1A1",
"CLDN5",
"GPR183",
"HYOU1",
"... | [
8,
7,
3,
6,
193,
603,
431,
217,
468,
530,
294,
169,
469,
46,
526,
225,
135,
61,
263,
260,
238,
254,
261,
247,
211,
214,
197,
171,
134,
126,
242,
273,
353,
304,
619,
597,
544,
536,
531,
507,
454,
438,
293,
427,
420,
410,
401,... | [
[
0,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.8875,
0.775,
0.6625,
0.55,
0.55,
0.4375,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
91.74311828613281,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
366.97247314453125,
183.48623657226562,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0... | train | aaaabmlk-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabmlk-1 | [
"PGC",
"SFTPD",
"NKX2-1",
"ATF4",
"SFTPC",
"DUOX1",
"MGST1",
"SFTA2",
"KRT18",
"NAPSA",
"VIM",
"SELENOS",
"HLA-DRA",
"RHOA",
"HIST1H1C",
"SOD2",
"LAMP3",
"YAP1",
"EPCAM",
"CD44",
"DMBT1",
"EPAS1",
"XBP1",
"ATF6",
"SCGB3A2",
"NUCB2",
"STAT1",
"SPRY2",
"RNASE1",... | [
8,
7,
3,
6,
433,
507,
404,
46,
506,
180,
369,
504,
324,
394,
603,
494,
263,
468,
260,
526,
332,
620,
194,
100,
177,
193,
619,
47,
489,
408,
542,
537,
469,
390,
136,
528,
220,
258,
147,
427,
272,
14,
306,
184,
182,
614,
602,
... | [
[
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,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.85,
0.7,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
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,
0,
0,
0,
0,
186.3354034423828,
0,
0,
0,
0,
0,
0,
0,
0,
62.11180114746094,
62.11180114746094,
124.22360229492188,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaabmma-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabmma-1 | [
"VIM",
"FN1",
"LYZ",
"LUM",
"COL1A2",
"EPAS1",
"CCN2",
"YAP1",
"ITGB1",
"SPARCL1",
"PDGFRA",
"CD44",
"AIF1",
"HLA-DRA",
"DCN",
"ATG7",
"HIST1H1C",
"PECAM1",
"ICAM1",
"FAS",
"RNASE1",
"SOX9",
"CTNNB1",
"PKM",
"GCLM",
"HSPA5",
"HERPUD1",
"HIF1A",
"FABP4",
"CXC... | [
8,
7,
3,
6,
603,
225,
357,
353,
135,
193,
76,
620,
306,
530,
424,
100,
23,
263,
169,
48,
260,
431,
275,
206,
469,
529,
151,
438,
231,
272,
254,
258,
202,
163,
109,
266,
102,
294,
348,
304,
596,
586,
581,
536,
526,
519,
494,
... | [
[
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,
0,
0,
0,
0,... | Proliferating Mesenchymal | THD0011 | [
1,
1,
0.8875,
0.775,
0.6625,
0.6625,
0.55,
0.4375,
0.4375,
0.4375,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
... |
[
[
0,
342.46575927734375,
0,
0,
0,
0,
0,
68.49314880371094,
0,
0,
0,
0,
0,
0,
205.4794464111328,
68.49314880371094,
68.49314880371094,
0,
0,
0,
0,
0,
0,
0,
0,
0,
68.49314880371094,
0,
68.49314880371094... | train | aaaabmof-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabmof-1 | [
"EPAS1",
"SPARCL1",
"VIM",
"HMOX1",
"IL7R",
"PECAM1",
"ACKR1",
"CCN2",
"LYZ",
"HLA-DRA",
"ATF4",
"FCN3",
"FN1",
"OAS2",
"TGFB1",
"HLA-DQA1",
"PKM",
"RHOA",
"CLDN5",
"IFIT3",
"SPCS3",
"HIST1H1C",
"DCN",
"XBP1",
"ATF6",
"NUCB2",
"DNAJB9",
"CST3",
"IGLL1",
"LUM... | [
8,
7,
3,
6,
193,
530,
603,
266,
294,
431,
13,
76,
357,
263,
46,
217,
225,
410,
556,
261,
438,
468,
126,
280,
532,
260,
169,
619,
47,
408,
178,
147,
284,
353,
526,
522,
360,
273,
362,
400,
394,
424,
26,
48,
255,
254,
134,
1... | [
[
0,
1,
1,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.8875,
0.8875,
0.775,
0.6625,
0.6625,
0.55,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
... |
[
[
0,
0,
170.94017028808594,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
170.94017028808594,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
427.3504333496094... | train | aaaabnae-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabnae-1 | [
"FN1",
"VIM",
"LUM",
"PDGFRA",
"CCN2",
"COL1A1",
"COL1A2",
"SFTPD",
"HLA-DRA",
"DMBT1",
"PDGFRB",
"SFTPC",
"PGC",
"NAPSA",
"ATF4",
"YAP1",
"PDIA3",
"GSR",
"EPAS1",
"CD4",
"ACTA2",
"HIST1H1C",
"KRT18",
"MGST1",
"SFTA2",
"MYC",
"CD44",
"NUCB2",
"NHSL2",
"COL3A... | [
8,
7,
3,
6,
225,
603,
353,
424,
76,
134,
135,
507,
263,
177,
425,
506,
433,
394,
46,
620,
426,
247,
193,
97,
14,
260,
324,
369,
504,
389,
100,
408,
401,
136,
529,
146,
147,
469,
150,
468,
171,
197,
194,
437,
390,
530,
523,
... | [
[
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,... | Alveolar FBs | THD0011 | [
1,
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.2285714285714... |
[
[
0,
0,
0,
59.88024139404297,
0,
0,
0,
59.88024139404297,
59.88024139404297,
239.52096557617188,
0,
0,
0,
0,
179.64071655273438,
0,
0,
0,
0,
0,
0,
59.88024139404297,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | train | aaaaadjj-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaadjj-1 | [
"SFTPC",
"SFTPD",
"PGC",
"NAPSA",
"HIST1H1C",
"CD44",
"DUOX1",
"NKX2-1",
"MGST1",
"RTKN2",
"ANKRD28",
"DMBT1",
"SFTA2",
"FN1",
"XBP1",
"HLA-DRA",
"RNASE1",
"YAP1",
"ATF4",
"PKM",
"EPAS1",
"HMOX1",
"EHMT1",
"ITGB1",
"LAMP3",
"SCGB3A2",
"SELENOS",
"RHOA",
"HERPU... | [
8,
7,
3,
6,
506,
507,
433,
394,
260,
100,
180,
404,
369,
473,
31,
177,
504,
225,
619,
263,
469,
620,
46,
438,
193,
266,
184,
306,
332,
489,
494,
468,
254,
89,
515,
426,
202,
490,
389,
135,
408,
450,
446,
444,
197,
526,
194,
... | [
[
0,
1,
1,
1,
1,
1,
0,
1,
0,
1,
0,
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,... | AT2 | THD0011 | [
1,
0.9099999999999999,
0.82,
0.73,
0.64,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.45999999999999996,
0.45999999999999996,
0.37,
0.37,
0.37,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.1,
0.... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
100,
0,
0,
0,
100,
100,
0,
0,
0,
0,
100,
0,
100,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
100,
0,
0,
0,
100,
0,... | train | aaaabpae-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabpae-1 | [
"VIM",
"SOD2",
"DCN",
"HIST1H1C",
"LUM",
"SFTPD",
"PTGDS",
"CD44",
"FN1",
"RHOA",
"SPARCL1",
"STAT6",
"PGC",
"HSPA5",
"ITGB1",
"COL3A1",
"FGF7",
"MKI67",
"CD68",
"CD34",
"MYDGF",
"SFTA2",
"NFKB1",
"SPCS2",
"NUCB2",
"FCN3",
"CST3",
"RTKN2",
"CTNNB1",
"FAS",
... | [
8,
7,
3,
6,
603,
526,
169,
260,
353,
507,
454,
100,
225,
468,
530,
544,
433,
272,
306,
136,
221,
371,
102,
92,
390,
504,
400,
531,
408,
217,
147,
473,
151,
206,
424,
171,
425,
448,
426,
427,
428,
442,
184,
220,
80,
621,
369,... | [
[
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Alveolar FBs | 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,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
154.63917541503906,
0,
0,
257.7319641113281,
0,
0,
0,
0,
0,
0,
0,
0,
154.63917541503906,
0,
103.09278106689453,
0,
0,
51.546390533447266,
0,
51.546390533447266,
0,
0,
0,
0,
0,
0,
103.092781066... | train | aaaacalg-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacalg-1 | [
"MRC1",
"VIM",
"IDH1",
"HERPUD1",
"MS4A7",
"RNASE1",
"HLA-DRA",
"FCER1G",
"AIF1",
"SLC1A3",
"HIF1A",
"TGFB1",
"FCGR3A",
"LYZ",
"HMOX1",
"PECAM1",
"PKM",
"ACTA2",
"ATF4",
"CD14",
"C1QC",
"RHOA",
"ICAM1",
"HAVCR2",
"LUM",
"SPARCL1",
"PTPRC",
"CST3",
"S100A9",
... | [
8,
7,
3,
6,
379,
603,
276,
254,
383,
469,
263,
211,
23,
513,
258,
556,
214,
357,
266,
431,
438,
14,
46,
80,
66,
468,
275,
253,
353,
530,
456,
147,
481,
169,
303,
48,
424,
100,
97,
619,
490,
109,
260,
102,
136,
242,
135,
48... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Macrophages | 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,
0.30000000000000004,
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,
0,
0,
0,
0,
0,
0,
54.94505310058594,
0,
0,
0,
0,
0,
0,
109.89010620117188,
0,
54.94505310058594,
0,
54.94505310058594,
0,
0,
0,
0,
54.94505310058594,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaackcl-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaackcl-1 | [
"SFTPC",
"PGC",
"NAPSA",
"SFTPD",
"DMBT1",
"XBP1",
"SFTA2",
"EPCAM",
"CD44",
"HLA-DRA",
"SOD2",
"VIM",
"NKX2-1",
"MGST1",
"LAMP3",
"HERPUD1",
"SELENOS",
"CFTR",
"LMAN1",
"RHOA",
"HIF1A",
"ATF4",
"DCN",
"ITGA3",
"KRT18",
"LUM",
"KRT8",
"GSR",
"PDIA4",
"SPARCL... | [
8,
7,
3,
6,
506,
433,
394,
507,
177,
619,
504,
194,
100,
263,
526,
603,
404,
369,
332,
254,
494,
120,
346,
468,
258,
46,
169,
301,
324,
353,
328,
247,
427,
530,
531,
532,
224,
389,
225,
390,
400,
146,
442,
424,
197,
180,
481... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9,
0.8,
0.8,
0.7000000000000001,
0.6,
0.6,
0.5,
0.5,
0.4,
0.4,
0.4,
0.4,
0.30000000000000004,
0.30000000000000004,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
0,
0,
0,
98.52217102050781,
0,
49.261085510253906,
0,
0,
0,
0,
0,
49.261085510253906,
0,
49.261085510253906,
49.261085510253906,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
14... | train | aaaabogn-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabogn-1 | [
"VIM",
"LYZ",
"MS4A7",
"HMOX1",
"HLA-DRA",
"PKM",
"IDH1",
"MARCO",
"RHOA",
"ITGAX",
"HIF1A",
"CD68",
"EPAS1",
"PDIA4",
"FCER1G",
"MRC1",
"PLIN2",
"PDIA3",
"HAVCR2",
"CCL18",
"SLC1A3",
"STAT1",
"CD44",
"HYOU1",
"IFIT3",
"HERPUD1",
"SPCS2",
"HIST1H1C",
"XBP1",
... | [
8,
7,
3,
6,
603,
357,
383,
266,
263,
438,
276,
362,
468,
305,
258,
102,
193,
427,
211,
379,
442,
426,
253,
71,
513,
542,
100,
273,
280,
254,
531,
260,
619,
196,
469,
151,
456,
23,
494,
526,
97,
428,
431,
433,
184,
178,
490,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
1,
0,
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,... | SPP1+ Macrophages | THD0011 | [
1,
0.9181818181818181,
0.8363636363636363,
0.7545454545454545,
0.6727272727272727,
0.5909090909090909,
0.5909090909090909,
0.509090909090909,
0.42727272727272725,
0.42727272727272725,
0.34545454545454546,
0.34545454545454546,
0.34545454545454546,
0.34545454545454546,
0.34545454545454546,... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
66.66666412353516,
0,
0,
0,
0,
0,
0,
0,
0,
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 | aaaackcn-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaackcn-1 | [
"SFTPC",
"SFTPD",
"NAPSA",
"PGC",
"CD44",
"DMBT1",
"XBP1",
"RHOA",
"SEC11C",
"FN1",
"HIST1H1C",
"NKX2-1",
"MGST1",
"CFTR",
"EHMT1",
"HLA-DRA",
"COL1A1",
"GSR",
"DUOX1",
"EGFR",
"PKM",
"HYOU1",
"GZMA",
"SOD2",
"HERPUD1",
"SPCS2",
"SMAD4",
"S100A9",
"SPCS3",
"... | [
8,
7,
3,
6,
506,
507,
394,
433,
100,
177,
619,
468,
490,
225,
260,
404,
369,
120,
184,
263,
134,
247,
180,
182,
438,
273,
248,
526,
254,
531,
519,
481,
532,
456,
408,
151,
424,
194,
193,
178,
504,
224,
426,
301,
580,
346,
27... | [
[
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,
0.9099999999999999,
0.82,
0.73,
0.64,
0.5499999999999999,
0.45999999999999996,
0.45999999999999996,
0.37,
0.37,
0.37,
0.28,
0.28,
0.28,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0... |
[
[
0,
0,
119.04762268066406,
119.04762268066406,
0,
0,
0,
0,
0,
119.04762268066406,
0,
0,
0,
0,
119.04762268066406,
0,
0,
0,
0,
119.04762268066406,
238.09524536132812,
0,
0,
238.09524536132812,
0,
0,
0,
0,... | train | aaaackdp-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaackdp-1 | [
"NKX2-1",
"CCN2",
"ITGB1",
"KRT18",
"STAT1",
"SFTA2",
"DUOX1",
"ITGA3",
"VIM",
"VEGFA",
"HIST1H1C",
"BANK1",
"ICAM1",
"RHOA",
"KRT8",
"BCL2L1",
"NAPSA",
"IFIT3",
"SFTPD",
"EPAS1",
"AXL",
"LUM",
"STAT6",
"EGFR",
"S100A9",
"WWTR1",
"COL4A3",
"OAS2",
"AGER",
"E... | [
8,
7,
3,
6,
404,
76,
306,
324,
542,
504,
180,
301,
603,
602,
260,
54,
275,
468,
328,
58,
394,
280,
507,
193,
52,
353,
544,
182,
481,
618,
137,
410,
21,
184,
134,
100,
225,
14,
619,
117,
254,
473,
457,
31,
300,
469,
46,
194... | [
[
0,
0,
0,
1,
1,
1,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT1 | THD0011 | [
1,
0.82,
0.64,
0.64,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
92.59259033203125,
0,
0,
92.59259033203125,
0,
92.59259033203125,
0,
92.59259033203125,
0,
0,
0,
0,
92.59259033203125,
0,
0,
0,
0,
277.77777099609375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaackdk-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaackdk-1 | [
"VIM",
"LYZ",
"HLA-DRA",
"IDH1",
"CD68",
"FCER1G",
"PLIN2",
"EPAS1",
"S100A9",
"HYOU1",
"AXL",
"S100A8",
"SSR3",
"MARCO",
"MYDGF",
"FN1",
"FABP4",
"STAT6",
"MS4A7",
"PDIA4",
"IL4R",
"PDIA3",
"ITGA3",
"PKM",
"ACTA2",
"CEACAM6",
"GSR",
"ITGAX",
"SPARCL1",
"MRC... | [
8,
7,
3,
6,
603,
357,
263,
276,
102,
211,
442,
193,
481,
273,
52,
480,
541,
362,
390,
225,
202,
544,
383,
427,
293,
426,
301,
438,
14,
117,
247,
305,
530,
379,
254,
428,
26,
515,
260,
31,
135,
23,
600,
456,
142,
144,
46,
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,... | Interstitial Macrophages | THD0011 | [
1,
0.85,
0.7,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,... |
[
[
0,
0,
0,
0,
0,
297.02972412109375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1485.1485595703125,
0,
0,
0,
0,
0,
0,
... | train | aaaabmmk-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabmmk-1 | [
"VIM",
"CCL2",
"SPP1",
"MARCO",
"SOD2",
"RHOA",
"PLIN2",
"PDIA4",
"AIF1",
"PDIA3",
"XBP1",
"FCER1G",
"EPAS1",
"ITGAX",
"LMAN1",
"STAT1",
"HAVCR2",
"S100A8",
"SPCS3",
"FCGR3A",
"LYZ",
"PGC",
"MYDGF",
"MCEMP1",
"CD44",
"CD52",
"CD68",
"MANF",
"HLA-DRA",
"RTKN2... | [
8,
7,
3,
6,
603,
72,
536,
362,
526,
468,
442,
427,
23,
426,
619,
211,
193,
305,
346,
542,
253,
480,
532,
214,
357,
433,
390,
363,
100,
101,
102,
360,
263,
473,
281,
602,
288,
191,
304,
303,
151,
456,
379,
272,
275
] | [
[
0,
1,
1,
1,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
[
1,
0,
1... | SPP1+ Macrophages | THD0011 | [
1,
0.8875,
0.775,
0.6625,
0.55,
0.4375,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
132.45033264160156,
66.22516632080078,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
66.22516632080078,
66.22516632080078,
0,
0,
0,
0,
0,
0,
0,
66.22516632080078,
0,
0,
198.67550659179688,
0,
0,
0,
0,... | train | aaaabmnp-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabmnp-1 | [
"EPAS1",
"FN1",
"FCN3",
"LUM",
"VIM",
"SPARCL1",
"IL7R",
"ITGB1",
"PECAM1",
"COL1A2",
"RHOA",
"PDGFRA",
"PTGDS",
"RNASE1",
"CTNNB1",
"ITGA3",
"HLA-DQA1",
"HIST1H1C",
"COL3A1",
"PDIA3",
"BMPR2",
"CD274",
"SPCS3",
"HSPA5",
"ACKR1",
"CD68",
"PDIA4",
"TTC19",
"LGA... | [
8,
7,
3,
6,
193,
225,
217,
353,
603,
530,
294,
306,
431,
135,
468,
424,
454,
469,
151,
301,
261,
260,
136,
426,
61,
89,
532,
272,
13,
102,
427,
590,
336,
328,
438,
196,
408,
221,
254,
324,
14,
519,
304,
305,
134,
238,
117,
... | [
[
0,
1,
1,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
1,
0.8875,
0.775,
0.775,
0.6625,
0.6625,
0.55,
0.55,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.2125000000000000... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
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 | aaaabmeb-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabmeb-1 | [
"SFTPC",
"SFTPD",
"PECAM1",
"CD44",
"MGST1",
"NAPSA",
"RHOA",
"PGC",
"DMBT1",
"LAMP3",
"EGFR",
"SFTA2",
"CFTR",
"EPAS1",
"SLC25A4",
"STAT6",
"NKX2-1",
"SPCS3",
"GSR",
"SPARCL1",
"HLA-DRA",
"CD34",
"SSR3",
"SELENOS",
"FN1",
"HSPA5",
"VIM",
"KRT6A",
"HMGA1",
"... | [
8,
7,
3,
6,
506,
507,
431,
100,
369,
394,
468,
433,
177,
332,
182,
504,
120,
193,
515,
544,
404,
532,
247,
530,
263,
92,
541,
494,
225,
272,
603,
326,
264,
459,
442,
312,
409,
619,
151
] | [
[
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,
0,
0,
0,
0,
0,
0,
0... | gCap | THD0011 | [
1,
0.82,
0.64,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1
] |
[
[
0,
0,
0,
0,
74.62686920166016,
0,
0,
0,
0,
0,
0,
0,
0,
0,
223.880615234375,
0,
74.62686920166016,
0,
74.62686920166016,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | train | aaaabmmc-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabmmc-1 | [
"SFTPD",
"PGC",
"NAPSA",
"SFTPC",
"XBP1",
"LAMP3",
"MGST1",
"HLA-DRA",
"DMBT1",
"DUOX1",
"NKX2-1",
"WWTR1",
"RHOA",
"ATF4",
"YAP1",
"VIM",
"SCGB3A2",
"EGFR",
"S100A9",
"ITGA3",
"CFTR",
"CD44",
"EPCAM",
"SFTA2",
"HSPA5",
"CST3",
"EPAS1",
"SPCS2",
"SPRY2",
"SP... | [
8,
7,
3,
6,
507,
433,
394,
506,
619,
332,
369,
263,
177,
180,
404,
618,
468,
46,
620,
603,
489,
182,
481,
301,
120,
100,
194,
504,
272,
147,
193,
531,
537,
532,
273,
542,
231,
308,
151,
22,
426,
48,
118,
51,
276,
292,
526,
... | [
[
0,
1,
1,
1,
1,
1,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9,
0.8,
0.7000000000000001,
0.6,
0.5,
0.5,
0.4,
0.4,
0.4,
0.4,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
0,
0,
0,
174.41860961914062,
0,
0,
0,
58.13953399658203,
0,
0,
0,
0,
290.6976623535156,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
116.27906799316406,
0,
58.13953399658203,
0,
0,
0,
0,
... | train | aaaabmml-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabmml-1 | [
"LYZ",
"VIM",
"MS4A7",
"HLA-DRA",
"MKI67",
"CD44",
"HERPUD1",
"GPR183",
"ATF4",
"HIST1H1C",
"TOP2A",
"PTPRC",
"FN1",
"VEGFA",
"LUM",
"FCER1G",
"CST3",
"HLA-DQA1",
"RHOA",
"PLIN2",
"CD14",
"AIF1",
"CDK1",
"XBP1",
"BMPR2",
"IDH1",
"STAT6",
"COL1A2",
"LGALS1",
... | [
8,
7,
3,
6,
357,
603,
383,
263,
371,
100,
254,
242,
46,
260,
581,
456,
225,
602,
353,
211,
147,
261,
468,
442,
80,
23,
114,
619,
61,
276,
544,
135,
336,
303,
102,
530,
522,
519,
258,
294,
513,
379,
224,
469,
151,
220,
219,
... | [
[
0,
1,
1,
1,
0,
1,
1,
0,
1,
0,
1,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Proliferating Myeloid | THD0011 | [
1,
0.8875,
0.775,
0.6625,
0.6625,
0.6625,
0.6625,
0.55,
0.55,
0.4375,
0.4375,
0.4375,
0.4375,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
... |
[
[
0,
0,
94.3396224975586,
0,
0,
188.6792449951172,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
94.3396224975586,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
94.33... | train | aaaabmnh-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabmnh-1 | [
"VIM",
"CD14",
"HLA-DRA",
"MRC1",
"RNASE1",
"ITGAM",
"EPAS1",
"RHOA",
"S100A8",
"HIST1H1C",
"HERPUD1",
"HMOX1",
"LPAR2",
"LYZ",
"CTNNB1",
"ICAM1",
"HMGA1",
"EHMT1",
"HLA-DQA1",
"CD44",
"AIF1",
"PCNA",
"MKI67",
"FGF7",
"MS4A7",
"S100A9",
"STAT1",
"NFKB1",
"S100... | [
8,
7,
3,
6,
603,
80,
263,
379,
469,
303,
193,
468,
480,
260,
254,
266,
349,
357,
151,
275,
264,
184,
261,
100,
23,
420,
371,
221,
383,
481,
542,
400,
477,
363,
358,
519,
532,
253,
214,
528,
369,
537,
526,
444,
619,
14,
180,
... | [
[
0,
1,
1,
1,
1,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Macrophages | THD0011 | [
1,
0.85,
0.7,
0.7,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
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,
49.261085510253906,
0,
0,
0,
0,
147.78326416015625,
0,
0,
0,
0,
0,
0,
49.261085510253906,
0,
49.261085510253906,
0,
0,
0,
0,
0,
0,
98.52217102050781,
0,
0,
0,
0,
49.261085510253906,
0,
... | train | aaaabmdf-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabmdf-1 | [
"HMOX1",
"VIM",
"IDH1",
"PLIN2",
"HLA-DRA",
"PKM",
"MS4A7",
"IFIT3",
"ITGAX",
"MARCO",
"IFIT1",
"SLC7A11",
"RHOA",
"NUCB2",
"HYOU1",
"STAT6",
"HIF1A",
"HSPA5",
"AKR1C1",
"PGC",
"PDIA4",
"FCER1G",
"SFTPD",
"STAT1",
"MGST1",
"CD68",
"IFIT2",
"CD44",
"HLA-DQA1",
... | [
8,
7,
3,
6,
266,
603,
276,
442,
263,
438,
383,
280,
305,
362,
278,
517,
468,
408,
273,
544,
258,
272,
26,
433,
427,
211,
507,
542,
369,
102,
279,
100,
261,
247,
231,
193,
58,
151,
469,
411,
602,
490,
426,
428,
420,
431,
184,... | [
[
0,
1,
1,
1,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Macrophages | THD0011 | [
1,
0.8875,
0.775,
0.6625,
0.55,
0.55,
0.4375,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21... |
[
[
0,
0,
0,
0,
0,
0,
0,
69.44444274902344,
69.44444274902344,
138.88888549804688,
0,
0,
0,
0,
694.4444580078125,
0,
0,
0,
0,
0,
0,
0,
69.44444274902344,
69.44444274902344,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaabmlj-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabmlj-1 | [
"PGC",
"SFTPD",
"ATF4",
"SFTPC",
"NAPSA",
"DUOX1",
"DMBT1",
"KRT18",
"VEGFA",
"MGST1",
"YAP1",
"NKX2-1",
"UBE2J1",
"SOD2",
"CFTR",
"FN1",
"CD44",
"RHOA",
"HSPA5",
"DCN",
"LAMP3",
"KRT8",
"EPCAM",
"VIM",
"WNT5A",
"ANKRD28",
"BCL2L1",
"HERPUD1",
"PDIA4",
"SLC2... | [
8,
7,
3,
6,
433,
507,
46,
506,
394,
180,
177,
324,
602,
369,
620,
404,
594,
526,
120,
225,
100,
468,
272,
169,
332,
328,
194,
603,
614,
31,
58,
254,
427,
515,
247,
57,
504,
494,
27,
137,
26,
221,
147,
151,
408,
306,
442,
4... | [
[
0,
1,
1,
1,
1,
1,
1,
0,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9,
0.8,
0.7000000000000001,
0.6,
0.5,
0.5,
0.4,
0.4,
0.4,
0.4,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1... |
[
[
0,
0,
0,
0,
0,
0,
0,
196.07843017578125,
0,
0,
0,
0,
0,
0,
98.03921508789062,
0,
0,
0,
0,
98.03921508789062,
0,
0,
0,
0,
0,
0,
98.03921508789062,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaablkm-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaablkm-1 | [
"PGC",
"SFTPC",
"FN1",
"VIM",
"COL1A2",
"SFTPD",
"DMBT1",
"EPAS1",
"STAT6",
"PDGFRA",
"HIF1A",
"ITGB1",
"CD44",
"KRT18",
"XBP1",
"HIST1H1C",
"DCN",
"AKR1C1",
"NAPSA",
"SFTA2",
"SOD2",
"LAMP3",
"YAP1",
"RHOA",
"SPARCL1",
"SMAD4",
"CFTR",
"CST3",
"PTGDS",
"PKM... | [
8,
7,
3,
6,
433,
506,
225,
603,
135,
507,
177,
193,
544,
424,
258,
306,
100,
324,
619,
260,
169,
26,
394,
504,
526,
332,
620,
468,
530,
519,
120,
147,
454,
438,
182,
410,
409,
404,
369,
352,
263,
276,
278,
151,
197,
308,
52,... | [
[
0,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Fibroblasts | THD0011 | [
1,
0.85,
0.7,
0.7,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
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,
0,
64.51612854003906,
0,
0,
0,
0,
64.51612854003906,
0,
64.51612854003906,
0,
0,
0,
0,
451.6129150390625,
0,
64.51612854003906,
0,
0,
0,
0,
64.51612854003906,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaabmdm-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabmdm-1 | [
"PGC",
"SFTPD",
"HMOX1",
"ATF4",
"VIM",
"LAMP3",
"IDH1",
"EPAS1",
"RHOA",
"NKX2-1",
"NAPSA",
"MGST1",
"NHSL2",
"DUOX1",
"PLIN2",
"CD44",
"YAP1",
"SOD2",
"XBP1",
"ITGB6",
"STAT6",
"GSR",
"ITGB1",
"CTNNB1",
"ITGA3",
"PKM",
"HLA-DRA",
"SCGB3A2",
"HIST1H1C",
"SE... | [
8,
7,
3,
6,
433,
507,
266,
46,
603,
332,
276,
193,
468,
404,
394,
369,
401,
180,
442,
100,
620,
526,
619,
308,
544,
247,
306,
151,
301,
438,
263,
489,
260,
494,
542,
353,
618,
258,
26,
360,
31,
147,
390,
272,
275,
427,
136,
... | [
[
0,
1,
1,
1,
1,
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,... | AT2 | THD0011 | [
1,
0.9,
0.8,
0.7000000000000001,
0.7000000000000001,
0.6,
0.5,
0.5,
0.4,
0.4,
0.4,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.2,
0.2,
0.2,
0.2,
... |
[
[
0,
0,
0,
0,
83.33333587646484,
0,
0,
83.33333587646484,
0,
83.33333587646484,
0,
0,
0,
0,
500,
83.33333587646484,
0,
0,
83.33333587646484,
0,
0,
0,
0,
0,
0,
0,
83.33333587646484,
0,
0,
0,
0,... | train | aaaacjhh-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacjhh-1 | [
"SFTPD",
"SOD2",
"MGST1",
"ATF4",
"XBP1",
"IDH1",
"LAMP3",
"SCGB3A2",
"RHOA",
"YAP1",
"EPAS1",
"PKM",
"PGC",
"KRT18",
"NUCB2",
"HIST1H1C",
"CD44",
"ITGB6",
"SFTPC",
"NKX2-1",
"KRT8",
"LTF",
"CTNNB1",
"VIM",
"MS4A7",
"SSR3",
"LYZ",
"HIF1A",
"ERLEC1",
"SPARCL1... | [
8,
7,
3,
6,
507,
526,
369,
46,
619,
276,
332,
489,
468,
620,
193,
438,
433,
324,
408,
260,
100,
308,
506,
404,
328,
352,
151,
603,
383,
541,
357,
258,
197,
530,
469,
542,
519,
109,
247,
394,
137,
483,
184,
238,
180,
147,
504... | [
[
0,
1,
1,
1,
1,
1,
1,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.85,
0.85,
0.85,
0.7,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
99.00990295410156,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
297.02972412109375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
198.01980590820312,
0,
99.00990295410156,
0,
99.00990295410156,
0,
0,
... | train | aaaabnad-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabnad-1 | [
"PGC",
"SFTPC",
"SFTPD",
"EPAS1",
"NAPSA",
"DMBT1",
"CD44",
"DUOX1",
"FCN3",
"VIM",
"ATF4",
"CCL2",
"BMPR2",
"IL7R",
"HMOX1",
"PTGDS",
"CCNB2",
"PIM2",
"STAT6",
"LUM",
"SSR3",
"PKM",
"SOX2",
"MGST1",
"PDIA4",
"RAMP2",
"CD68",
"SMAD4",
"ERLEC1",
"PPARG",
"S... | [
8,
7,
3,
6,
433,
506,
507,
193,
394,
177,
100,
180,
217,
603,
46,
72,
61,
294,
266,
454,
78,
437,
544,
353,
541,
438,
527,
369,
427,
459,
102,
519,
197,
448,
504,
225,
263,
136,
469,
151,
426,
431,
596,
597,
279,
66,
620,
... | [
[
0,
1,
1,
1,
1,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.8875,
0.775,
0.6625,
0.55,
0.55,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
0,
0,
52.08333206176758,
0,
0,
104.16666412353516,
0,
0,
0,
0,
0,
0,
104.16666412353516,
0,
0,
0,
104.16666412353516,
0,
0,
0,
0,
0,
0,
0,
52.08333206176758,
0,
0,
0,
0,
0,
0,
... | train | aaaabmng-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabmng-1 | [
"SFTPD",
"PGC",
"DMBT1",
"SFTPC",
"MGST1",
"NKX2-1",
"NAPSA",
"DUOX1",
"XBP1",
"CD44",
"RNASE1",
"YAP1",
"SSR3",
"GKN2",
"EGFR",
"ITGB1",
"SFTA2",
"VEGFA",
"LAMP3",
"HIST1H1C",
"SOD2",
"COL1A1",
"HSPA5",
"TOP1",
"EPCAM",
"AXIN2",
"PDIA3",
"WWTR1",
"KRT8",
"E... | [
8,
7,
3,
6,
507,
433,
177,
506,
369,
404,
394,
180,
619,
100,
469,
620,
541,
234,
182,
306,
504,
602,
332,
260,
526,
134,
272,
580,
194,
51,
426,
618,
328,
197,
26,
46,
184,
530,
143,
603,
400,
137,
324,
247,
22,
494,
490,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9099999999999999,
0.9099999999999999,
0.82,
0.82,
0.73,
0.64,
0.64,
0.5499999999999999,
0.45999999999999996,
0.37,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
... |
[
[
0,
0,
0,
93.02325439453125,
0,
0,
0,
46.511627197265625,
0,
46.511627197265625,
0,
0,
0,
0,
139.53488159179688,
0,
0,
0,
46.511627197265625,
0,
0,
46.511627197265625,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaadjl-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaadjl-1 | [
"SFTPC",
"SFTPD",
"PGC",
"DMBT1",
"CD44",
"NAPSA",
"SEC11C",
"MGST1",
"XBP1",
"LAMP3",
"NKX2-1",
"HIST1H1C",
"RHOA",
"VIM",
"SCGB3A2",
"ATF4",
"EPAS1",
"PDIA4",
"EPCAM",
"SPCS3",
"SOD2",
"DUOX1",
"HIF1A",
"HLA-DRA",
"SSR3",
"KRT8",
"SPCS2",
"YAP1",
"ERLEC1",
... | [
8,
7,
3,
6,
506,
507,
433,
177,
100,
394,
490,
369,
619,
332,
404,
260,
468,
603,
489,
46,
193,
427,
194,
532,
526,
180,
258,
263,
541,
328,
531,
620,
197,
151,
519,
504,
21,
324,
272,
517,
360,
400,
469,
120,
537,
346,
51,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
1,
0.9,
0.8,
0.7000000000000001,
0.6,
0.6,
0.6,
0.5,
0.5,
0.5,
0.4,
0.4,
0.4,
0.4,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,... |
[
[
0,
0,
103.09278106689453,
103.09278106689453,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
103.09278106689453,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
103.09278106689453,
0,
... | train | aaaacaij-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacaij-1 | [
"VIM",
"SFTPD",
"CST3",
"RNASE1",
"LUM",
"CD68",
"COL3A1",
"MKI67",
"TOP2A",
"PECAM1",
"FN1",
"MS4A7",
"DCN",
"CD44",
"YAP1",
"STAT6",
"SOD2",
"PTGDS",
"COL1A2",
"COL1A1",
"COL15A1",
"S100A8",
"CSPG4",
"RHOA",
"IL7R",
"EHMT1",
"PKM",
"ITGB1",
"ITGAM",
"IFIT3... | [
8,
7,
3,
6,
603,
507,
147,
469,
353,
102,
136,
371,
581,
431,
225,
383,
169,
100,
620,
544,
526,
454,
135,
134,
133,
480,
146,
468,
294,
184,
438,
306,
303,
280,
262,
261,
357,
312,
254,
379,
394,
400,
206,
428,
530,
253,
53... | [
[
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,... | Alveolar FBs | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
84.74576568603516,
0,
0,
0,
0,
84.74576568603516,
0,
84.74576568603516,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
423... | train | aaaacamp-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacamp-1 | [
"VIM",
"SPARCL1",
"CCN2",
"PGC",
"LUM",
"RNASE1",
"SFTPD",
"CD44",
"RHOA",
"YAP1",
"HLA-DRA",
"PDIA3",
"TOP2A",
"NAPSA",
"HERPUD1",
"CD14",
"FN1",
"EPAS1",
"ITGAV",
"ITGB1",
"KRT18",
"COL3A1",
"COL1A1",
"MGST1",
"CD68",
"SFTPC",
"PLIN2",
"PPARG",
"PDGFRA",
"... | [
8,
7,
3,
6,
603,
530,
76,
433,
353,
469,
507,
100,
468,
620,
263,
426,
581,
394,
254,
80,
225,
193,
304,
306,
324,
136,
134,
369,
102,
506,
442,
448,
424,
580,
180,
170,
169,
147,
618,
135,
619,
120,
114,
110,
220,
556,
231,... | [
[
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Proliferating Mesenchymal | THD0011 | [
1,
0.85,
0.7,
0.7,
0.7,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
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,
0,
85.47008514404297,
0,
0,
0,
0,
256.4102478027344,
85.47008514404297,
0,
0,
0,
0,
0,
170.94017028808594,
0,
0,
0,
0,
0,
0,
0,
85.47008514404297,
85.47008514404297,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaclmk-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaclmk-1 | [
"VIM",
"MS4A7",
"PLIN2",
"HLA-DRA",
"LYZ",
"MARCO",
"HLA-DQA1",
"FN1",
"CCL18",
"RHOA",
"SOD2",
"STAT6",
"AKR1C1",
"ATF4",
"CSPG4",
"SPARCL1",
"GSR",
"EHMT1",
"HSPA5",
"TGFB1",
"SLC25A37",
"S100A8",
"CD68",
"NFKB1",
"NAPSA",
"PECAM1",
"SNAI2",
"CD44",
"CD69",
... | [
8,
7,
3,
6,
603,
383,
442,
263,
357,
362,
261,
225,
71,
468,
526,
544,
26,
46,
146,
530,
247,
184,
272,
556,
514,
480,
102,
400,
394,
431,
523,
100,
103,
369,
260,
489,
433,
276,
197,
426,
27,
304,
305,
169,
420,
57,
177,
... | [
[
0,
0,
0,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SPP1+ Macrophages | THD0011 | [
1,
0.8714285714285716,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
... |
[
[
0,
0,
134.2281951904297,
0,
0,
134.2281951904297,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
67.11409759521484,
0,
0,
0,
0,
0,
0,
0,
0,
872.4832763671875,
67.114097595214... | train | aaaabmoj-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabmoj-1 | [
"VIM",
"CCL18",
"HLA-DRA",
"LYZ",
"IDH1",
"PLIN2",
"PDIA4",
"HMOX1",
"RHOA",
"ITGB1",
"CD68",
"PDIA3",
"NFKB1",
"PKM",
"MRC1",
"HSPA5",
"ACTA2",
"SSR3",
"XBP1",
"GSR",
"AIF1",
"MS4A7",
"GPR183",
"CCL2",
"MMP10",
"MYDGF",
"STAT6",
"HIF1A",
"HAVCR2",
"TGFB1",
... | [
8,
7,
3,
6,
603,
71,
263,
357,
276,
442,
427,
266,
468,
306,
102,
426,
400,
438,
379,
272,
14,
541,
619,
247,
23,
383,
242,
72,
372,
390,
544,
258,
253,
556,
304,
362,
532,
100,
58,
408,
409,
586,
590,
151,
517,
596,
225,
... | [
[
0,
1,
1,
1,
1,
1,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | not available | THD0011 | [
1,
0.8875,
0.775,
0.6625,
0.6625,
0.55,
0.4375,
0.4375,
0.4375,
0.4375,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
... |
[
[
0,
0,
78.74015808105469,
78.74015808105469,
0,
0,
0,
0,
78.74015808105469,
0,
0,
0,
0,
0,
78.74015808105469,
0,
0,
0,
0,
0,
0,
78.74015808105469,
0,
0,
0,
0,
0,
0,
0,
0,
236.22047424316406,
... | train | aaaackde-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaackde-1 | [
"FN1",
"VIM",
"EPAS1",
"SPARCL1",
"SOD2",
"HERPUD1",
"IL7R",
"KDR",
"LYZ",
"HLA-DRA",
"CA4",
"CTNNB1",
"RHOA",
"COL1A2",
"CD34",
"YAP1",
"HSPA5",
"HIST1H1C",
"PKM",
"FCN3",
"KRT8",
"PDIA3",
"COL3A1",
"CST3",
"HMOX1",
"ITGB1",
"EPCAM",
"CLDN5",
"CEACAM6",
"EG... | [
8,
7,
3,
6,
225,
603,
193,
530,
526,
254,
294,
312,
357,
263,
68,
151,
468,
135,
92,
620,
272,
260,
438,
217,
328,
426,
136,
147,
266,
306,
194,
126,
117,
182,
358,
346,
618,
597,
584,
532,
528,
519,
459,
454,
313,
442,
428,... | [
[
0,
1,
1,
1,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.8714285714285716,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.... |
[
[
0,
0,
0,
0,
0,
493.8271484375,
0,
0,
0,
0,
0,
0,
0,
0,
123.456787109375,
0,
0,
0,
0,
0,
123.456787109375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
123.4567... | train | aaaabmkg-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabmkg-1 | [
"LYZ",
"VIM",
"SOD2",
"AIF1",
"HIST1H1C",
"CST3",
"HERPUD1",
"PTPRC",
"FCN1",
"HAVCR2",
"MS4A7",
"EPAS1",
"S100A8",
"S100A9",
"PKM",
"CTNNB1",
"HIF1A",
"ZEB1",
"CCN2",
"MARCO",
"SSR3",
"FCER1G",
"GCLM",
"CD86",
"COL1A1",
"S100A12",
"RHOA",
"CXCR4",
"CD3E",
"... | [
8,
7,
3,
6,
357,
603,
526,
23,
260,
147,
254,
456,
216,
253,
383,
193,
480,
481,
438,
151,
258,
621,
76,
362,
541,
211,
231,
109,
134,
477,
468,
163,
95,
556,
178,
303,
304,
348,
46,
618,
54
] | [
[
0,
1,
0,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
[
1,
0,
0,
1,
1,
0,
0... | Interstitial Macrophages | THD0011 | [
1,
0.82,
0.64,
0.64,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
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,
272.7272644042969,
0,
0,
0,
0,
0,
0,
0,
0,
272.7272644042969,
0,
0,
0,
181.81817626953125,
0,
0,
0,
0,
0,
0,
0,
181.81817626953125,
0,
90.90908813476562,
0,
0,
0,
0,
... | train | aaaabmmi-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabmmi-1 | [
"VIM",
"LYZ",
"FCER1G",
"RNASE1",
"HERPUD1",
"PDIA3",
"HLA-DRA",
"AIF1",
"ATF4",
"MKI67",
"HIF1A",
"RHOA",
"BMPR2",
"PECAM1",
"HIST1H1C",
"CCN2",
"STAT6",
"IDH1",
"CD14",
"LUM",
"AXIN2",
"COL1A2",
"FCGBP",
"SAA2",
"FCGR3A",
"EPAS1",
"EPCAM",
"PKM",
"KDR",
"C... | [
8,
7,
3,
6,
603,
357,
211,
469,
254,
426,
263,
23,
46,
371,
258,
468,
61,
431,
260,
76,
544,
276,
80,
353,
51,
135,
212,
483,
214,
193,
194,
438,
312,
163,
261,
530,
97,
100,
103,
519,
394,
379,
507,
494,
383,
456,
273,
61... | [
[
0,
1,
0,
0,
0,
1,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Macrophages | THD0011 | [
1,
0.82,
0.64,
0.64,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
... |
[
[
0,
0,
192.30767822265625,
0,
0,
64.1025619506836,
0,
0,
0,
0,
0,
0,
0,
0,
320.5128173828125,
0,
64.1025619506836,
0,
0,
128.2051239013672,
0,
0,
0,
64.1025619506836,
0,
0,
0,
0,
128.2051239013672,
... | train | aaaachpp-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaachpp-1 | [
"VIM",
"LYZ",
"RNASE1",
"MS4A7",
"MRC1",
"HERPUD1",
"FN1",
"ATF4",
"CTNNB1",
"FCER1G",
"PTPRC",
"CST3",
"GPR183",
"ACTA2",
"CXCR4",
"HLA-DRA",
"PDIA6",
"HIF1A",
"SOD2",
"PECAM1",
"HAVCR2",
"GSR",
"NUCB2",
"PLIN2",
"IDH1",
"OAS2",
"RHOA",
"SLC1A3",
"DCN",
"CD... | [
8,
7,
3,
6,
603,
357,
469,
383,
379,
254,
225,
46,
151,
211,
456,
147,
242,
14,
163,
263,
428,
258,
526,
431,
253,
247,
408,
442,
276,
410,
468,
513,
169,
97,
52,
66,
426,
214,
260,
142,
100,
296,
58,
300,
219,
514,
328,
3... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Macrophages | THD0011 | [
1,
0.9,
0.8,
0.7000000000000001,
0.6,
0.5,
0.5,
0.5,
0.4,
0.4,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.1,
0.1,
0... |
[
[
0,
0,
103.09278106689453,
0,
0,
0,
0,
0,
103.09278106689453,
0,
0,
0,
0,
0,
103.09278106689453,
0,
103.09278106689453,
0,
0,
103.09278106689453,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
103.09278106689... | train | aaaabmao-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabmao-1 | [
"VIM",
"EPAS1",
"HLA-DRA",
"LYZ",
"CST3",
"PECAM1",
"PKM",
"HSPA5",
"IL7R",
"PDGFRB",
"RHOA",
"ITGB1",
"WWTR1",
"HERPUD1",
"RTKN2",
"HIST1H1C",
"HEY1",
"HAVCR2",
"EHMT1",
"COL1A2",
"FN1",
"CTNNB1",
"DUOX1",
"ERLEC1",
"GPR183",
"FCN3",
"LUM",
"KRT18",
"CEACAM6"... | [
8,
7,
3,
6,
603,
193,
263,
357,
147,
431,
438,
272,
294,
425,
468,
306,
618,
254,
473,
260,
257,
253,
184,
135,
225,
151,
180,
197,
242,
217,
353,
324,
117,
371,
379,
427,
433,
456,
459,
469,
514,
528,
530,
532,
581,
261,
89... | [
[
0,
1,
0,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
1,
0.85,
0.85,
0.7,
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,
0.1,
0.... |
[
[
0,
0,
0,
0,
90.090087890625,
0,
0,
90.090087890625,
0,
90.090087890625,
0,
0,
0,
0,
1081.0810546875,
0,
0,
0,
0,
0,
0,
90.090087890625,
0,
0,
90.090087890625,
0,
0,
0,
0,
0,
0,
0,
0,... | train | aaaabnaj-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabnaj-1 | [
"ATF4",
"PGC",
"NAPSA",
"SFTPC",
"DUOX1",
"MGST1",
"SEC11C",
"NKX2-1",
"YAP1",
"CD44",
"NFKB1",
"LMAN1",
"HIF1A",
"SPCS2",
"SFTPD",
"HSPA5",
"SELENOS",
"PDIA3",
"FN1",
"ERLEC1",
"EGFR",
"VEGFA",
"SPRY2",
"HIST1H1C",
"WFDC2",
"ANKRD28",
"HERPUD1",
"SOD2",
"ITGB... | [
8,
7,
3,
6,
46,
433,
394,
506,
180,
369,
490,
404,
620,
100,
400,
346,
258,
531,
507,
272,
494,
426,
225,
197,
182,
602,
537,
260,
610,
31,
254,
526,
306,
26,
362,
519,
105,
517,
22,
134,
618,
619,
504,
120,
263,
202,
276,
... | [
[
0,
1,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.85,
0.7,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.... |
[
[
0,
0,
0,
111.11111450195312,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
111.11111450195312,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
111.11111450195312,
0,
0,
0,
111.11111450195312,
0,
0,
0,
0,
... | train | aaaaadgl-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaadgl-1 | [
"PGC",
"SFTPC",
"VIM",
"NAPSA",
"SFTPD",
"HLA-DRA",
"DMBT1",
"EPAS1",
"SOD2",
"CD44",
"KRT18",
"CD34",
"SCGB3A2",
"PDIA4",
"WWTR1",
"ITGB1",
"FCN3",
"GSR",
"MGST1",
"HERPUD1",
"HES1",
"STAT6",
"LYZ",
"DUOX1",
"SPCS3",
"SAA2",
"FN1",
"CRELD2",
"CST3",
"RHOA",... | [
8,
7,
3,
6,
433,
506,
603,
394,
507,
263,
177,
193,
526,
100,
324,
92,
489,
427,
618,
306,
217,
247,
369,
254,
255,
544,
357,
180,
532,
483,
225,
144,
147,
468,
151,
424,
426,
428,
431,
515,
76,
182,
61,
619,
266,
21,
304,
... | [
[
0,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.85,
0.85,
0.7,
0.7,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
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,
98.03921508789062,
0,
98.03921508789062,
0,
0,
0,
0,
0,
98.03921508789062,
0,
0,
0,
0,
0,
98.03921508789062,
0,
0,
0,
0,
0,
0,
0... | train | aaaabnam-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabnam-1 | [
"VIM",
"LYZ",
"FN1",
"CD68",
"HLA-DRA",
"SOD2",
"PDIA6",
"MGST1",
"HIST1H1C",
"HMOX1",
"IDH1",
"RHOA",
"FABP4",
"MCEMP1",
"MARCO",
"ITGAX",
"IRF1",
"PLIN2",
"PECAM1",
"PDIA4",
"PTPRC",
"IFIT1",
"CD44",
"MANF",
"S100A9",
"MRC1",
"MS4A7",
"SELENOS",
"SAA2",
"S... | [
8,
7,
3,
6,
603,
357,
225,
102,
263,
526,
428,
369,
260,
266,
276,
468,
202,
363,
362,
305,
296,
442,
431,
427,
456,
278,
100,
360,
481,
379,
383,
494,
483,
530,
480,
394,
408,
450,
448,
438,
433,
426,
507,
353,
306,
424,
25... | [
[
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | FABP4+ Macrophages | THD0011 | [
1,
0.85,
0.7,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
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,
178.57142639160156,
0,
0,
0,
0,
0,
0,
0,
0,
0,
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 | aaaabmpc-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabmpc-1 | [
"VIM",
"LYZ",
"PLIN2",
"HMOX1",
"CST3",
"RHOA",
"MARCO",
"HSPA5",
"IDH1",
"SPCS3",
"EHMT1",
"MS4A7",
"HLA-DRA",
"OAS2",
"MYDGF",
"TGFB1",
"PKM",
"GCLM",
"AKR1C2",
"SOD2",
"PDIA6",
"IL37",
"WWTR1"
] | [
8,
7,
3,
6,
603,
357,
442,
266,
147,
468,
362,
272,
276,
532,
184,
383,
263,
410,
390,
556,
438,
231,
27,
526,
428,
292,
618
] | [
[
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... | not available | THD0011 | [
1,
1,
0.82,
0.64,
0.64,
0.64,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
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
] |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.