Search is not available for this dataset
Expression list | Split string | Cell_id string | Gene list | Cell_Ids string | Ranked_Gene_Names list | Full_Tokens list | Gene_Gene_Matrix list | Annotations string | Sample_Names string | Normalized_Exp list |
|---|---|---|---|---|---|---|---|---|---|---|
[
[
0,
0,
0,
0,
0,
0,
0,
0,
125,
0,
0,
0,
0,
0,
125,
0,
125,
0,
0,
0,
125,
0,
0,
250,
0,
0,
125,
0,
0,
0,
500,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | train | aaaaiehm-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaiehm-1 | [
"EPAS1",
"PECAM1",
"COL1A2",
"CA4",
"FN1",
"VIM",
"IL7R",
"BCL2L1",
"HIST1H1C",
"CD34",
"XBP1",
"WWTR1",
"HLA-DRA",
"HSPA5",
"CD44",
"SNAI1",
"CD8A",
"SLC25A4",
"SFTPC",
"CLDN5",
"CST3",
"RTKN2",
"RHOA",
"DCN",
"PLIN2",
"ITGB1",
"ITGAV",
"PDIA3",
"KRT18",
"F... | [
8,
7,
3,
6,
193,
431,
135,
68,
225,
603,
294,
58,
260,
92,
619,
618,
263,
272,
100,
522,
110,
515,
506,
126,
147,
473,
468,
169,
442,
306,
304,
426,
324,
205,
530,
409,
404,
401,
620,
384,
238,
254,
255,
257,
353,
428,
411,
... | [
[
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
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,
0.55,
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,
0.1,
0.1,
0.1,
0.1,
0.1,... |
[
[
0,
0,
613.4969482421875,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
122.69938659667969,
0,
0,
0,
0,
0,
0,
0,
0,
61.349693298339844,
0,
0,
122.69938659667969,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaabafi-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabafi-1 | [
"VIM",
"FN1",
"SPARCL1",
"EPAS1",
"ACTA2",
"PECAM1",
"CD34",
"RHOA",
"CTNNB1",
"UBE2J1",
"HIST1H1C",
"SSR3",
"HERPUD1",
"ZEB1",
"WWTR1",
"IFIT1",
"ATF4",
"ITGB1",
"ITGAV",
"TGFB1",
"YAP1",
"PDIA3",
"BMPR2",
"SPCS3",
"NFKB1",
"HLA-DRA",
"LMAN1",
"SFTPC",
"SELEN... | [
8,
7,
3,
6,
603,
225,
530,
193,
14,
431,
92,
468,
151,
594,
260,
541,
254,
621,
618,
278,
46,
306,
304,
556,
620,
426,
61,
532,
400,
263,
346,
506,
494,
126,
469,
257,
147,
275,
459,
302,
313,
448,
446,
264,
255,
360,
280,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Venous | THD0011 | [
1,
0.9,
0.9,
0.8,
0.7000000000000001,
0.6,
0.5,
0.4,
0.4,
0.4,
0.4,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
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,
977.011474609375,
0,
0,
0,
0,
28.735631942749023,
0,
0,
0,
0,
0,
0,
57.47126388549805,
0,
0,
0,
0,
0,
0,
0,
0,
28.735631942749023,
0,
0,
86.20689392089844,
0,
0,
0,
0,
0,
0,
... | train | aaaabafj-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabafj-1 | [
"VIM",
"SPARCL1",
"ACTA2",
"FN1",
"ITGB1",
"PECAM1",
"EPAS1",
"HIF1A",
"SOD2",
"CCN2",
"PDIA3",
"CD34",
"HERPUD1",
"LGALS1",
"HIST1H1C",
"COL1A2",
"RHOA",
"PRDX4",
"YAP1",
"ITGA3",
"BMPR2",
"SOX4",
"COL3A1",
"ICAM1",
"ITGAV",
"CTNNB1",
"WWTR1",
"PDIA4",
"CLDN5... | [
8,
7,
3,
6,
603,
530,
14,
225,
306,
431,
193,
258,
526,
76,
426,
92,
254,
336,
260,
135,
468,
450,
620,
301,
61,
528,
136,
275,
304,
151,
618,
427,
126,
494,
134,
238,
147,
264,
169,
184,
621,
263,
46,
594,
556,
558,
409,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
0,
0,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Arteriole | THD0011 | [
1,
0.9357142857142858,
0.9357142857142858,
0.8714285714285716,
0.8071428571428572,
0.7428571428571429,
0.6785714285714286,
0.6142857142857143,
0.6142857142857143,
0.55,
0.48571428571428577,
0.4214285714285715,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.29285714285714... |
[
[
0,
0,
1515.151611328125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
55.09642028808594,
0,
55.09642028808594,
0,
0,
82.6446304321289,
0,
27.54821014404297,
0,
0,
0,
0,
110.19284057617188,
0,
0,
0,
0,
... | train | aaaabaje-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabaje-1 | [
"ACTA2",
"VIM",
"FN1",
"CCN2",
"SPARCL1",
"EPAS1",
"ITGB1",
"ITGA3",
"YAP1",
"PECAM1",
"COL1A2",
"COL3A1",
"PDGFRB",
"BMPR2",
"COL15A1",
"CSPG4",
"CTNNB1",
"COL1A1",
"SMAD4",
"PDIA3",
"XBP1",
"ZEB1",
"AXL",
"SELENOS",
"HSPA5",
"STAT1",
"TGFB1",
"TGFB3",
"RHOA"... | [
8,
7,
3,
6,
14,
603,
225,
76,
530,
193,
306,
301,
620,
431,
135,
136,
425,
61,
133,
146,
151,
134,
519,
426,
619,
621,
52,
494,
272,
542,
556,
558,
468,
258,
438,
341,
48,
147,
92,
394,
309,
532,
184,
293,
46,
618,
427,
49... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
1,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Fibroblasts | THD0011 | [
1,
0.9307692307692308,
0.8615384615384616,
0.7923076923076923,
0.7923076923076923,
0.7230769230769231,
0.6538461538461539,
0.5846153846153846,
0.5153846153846154,
0.4461538461538461,
0.3769230769230769,
0.3769230769230769,
0.3769230769230769,
0.3076923076923077,
0.3076923076923077,
0.3... |
[
[
0,
0,
0,
0,
0,
58.479530334472656,
0,
58.479530334472656,
0,
0,
0,
0,
0,
0,
0,
58.479530334472656,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
58.479530334472656,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaaphg-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaphg-1 | [
"LUM",
"COL3A1",
"VIM",
"FN1",
"COL1A2",
"CCN2",
"PDGFRA",
"DCN",
"PTGDS",
"SPARCL1",
"COL1A1",
"MRC1",
"CD44",
"PDGFRB",
"HERPUD1",
"XBP1",
"SSR3",
"ITGB1",
"PGC",
"FCGBP",
"EGFR",
"NAPSA",
"GPR183",
"PKM",
"SFTPC",
"MGST1",
"MYDGF",
"GSR",
"NUCB2",
"SCGB1A... | [
8,
7,
3,
6,
353,
136,
603,
225,
135,
76,
424,
169,
454,
530,
134,
379,
100,
425,
254,
619,
541,
306,
433,
212,
182,
394,
242,
438,
506,
369,
390,
247,
408,
488,
483,
473,
147,
149,
151,
206,
456,
171,
426,
177,
446,
428,
117... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Fibroblasts | THD0011 | [
1,
0.9181818181818181,
0.8363636363636363,
0.7545454545454545,
0.7545454545454545,
0.6727272727272727,
0.5909090909090909,
0.5909090909090909,
0.509090909090909,
0.42727272727272725,
0.42727272727272725,
0.34545454545454546,
0.34545454545454546,
0.26363636363636367,
0.26363636363636367,
... |
[
[
0,
0,
344.82757568359375,
0,
0,
0,
0,
57.47126388549805,
0,
0,
0,
0,
0,
0,
229.8850555419922,
0,
0,
0,
0,
57.47126388549805,
0,
0,
0,
0,
0,
0,
57.47126388549805,
0,
57.47126388549805,
0,
0,
... | train | aaaaaadh-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaadh-1 | [
"SPARCL1",
"CCN2",
"VIM",
"COL3A1",
"LUM",
"FN1",
"ACTA2",
"PDGFRA",
"PTGDS",
"HLA-DRA",
"PGC",
"HERPUD1",
"COL1A1",
"ATF4",
"SFTPD",
"SFTPC",
"ITGB1",
"EPAS1",
"MRC1",
"HSPA5",
"LPAR1",
"COL1A2",
"HIST1H1C",
"LAMP3",
"VEGFA",
"SOD2",
"HMOX1",
"XBP1",
"PDGFRB"... | [
8,
7,
3,
6,
530,
76,
603,
136,
353,
225,
14,
424,
454,
263,
433,
254,
134,
46,
507,
506,
306,
193,
379,
272,
348,
135,
260,
332,
602,
526,
266,
619,
425,
394,
504,
528,
529,
294,
147,
468,
217,
169,
211,
448,
177,
206,
442,
... | [
[
0,
1,
1,
1,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Alveolar FBs | THD0011 | [
1,
1,
1,
0.8875,
0.8875,
0.775,
0.6625,
0.55,
0.55,
0.55,
0.55,
0.4375,
0.4375,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250... |
[
[
0,
0,
85.47008514404297,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
85.47008514404297,
0,
85.47008514404297,
0,
0,
85.47008514404297,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
85.47008514404297,
... | train | aaaaibeh-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaibeh-1 | [
"FN1",
"SPARCL1",
"LUM",
"VIM",
"EPAS1",
"DCN",
"PDGFRA",
"ITGB1",
"PECAM1",
"HIST1H1C",
"RHOA",
"IDH1",
"YAP1",
"IL7R",
"SOD2",
"FKBP11",
"LAMP3",
"DUOX1",
"HSPA5",
"PDIA6",
"HERPUD1",
"CD44",
"MMP10",
"SFTPC",
"COL3A1",
"GCLM",
"SEC11C",
"WNT7B",
"NAPSA",
... | [
8,
7,
3,
6,
225,
530,
353,
603,
193,
169,
424,
306,
431,
260,
468,
276,
620,
294,
526,
224,
332,
180,
272,
428,
254,
100,
372,
506,
136,
231,
490,
615,
394,
304,
143,
469,
317,
151,
14,
448,
619,
425,
426,
442,
438,
178,
184... | [
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Alveolar FBs | THD0011 | [
1,
1,
1,
1,
0.82,
0.82,
0.64,
0.64,
0.64,
0.64,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.1,
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,
68.72852325439453,
0,
0,
0,
0,
0,
0,
0,
0,
343.6426086425781,
0,
0,
0,
68.72852325439453,
0,
0,
0,
0,
34.364261627197266,
0,
0,
0,
0,
0,
0,
0,
0,
34.364261627197266,
... | train | aaaaaphd-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaphd-1 | [
"SFTPC",
"PGC",
"SFTPD",
"NAPSA",
"DMBT1",
"RNASE1",
"XBP1",
"ATF4",
"CD44",
"HLA-DRA",
"MGST1",
"VIM",
"HIST1H1C",
"S100A9",
"NUCB2",
"RHOA",
"PDIA3",
"SFTA2",
"FCER1G",
"CD68",
"HERPUD1",
"SPCS2",
"IDH1",
"CST3",
"LAMP3",
"YAP1",
"GKN2",
"VEGFA",
"ERLEC1",
... | [
8,
7,
3,
6,
506,
433,
507,
394,
177,
469,
619,
46,
100,
263,
369,
603,
260,
481,
408,
468,
426,
504,
211,
102,
254,
531,
276,
147,
332,
620,
234,
602,
197,
438,
306,
193,
328,
515,
519,
266,
526,
51,
541,
194,
390,
580,
353,... | [
[
0,
1,
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,... | AT2 | THD0011 | [
1,
0.9307692307692308,
0.8615384615384616,
0.7923076923076923,
0.7923076923076923,
0.7230769230769231,
0.6538461538461539,
0.6538461538461539,
0.5846153846153846,
0.5153846153846154,
0.4461538461538461,
0.3769230769230769,
0.3769230769230769,
0.3076923076923077,
0.3076923076923077,
0.3... |
[
[
0,
0,
254.2373046875,
0,
0,
169.4915313720703,
0,
0,
0,
0,
0,
0,
0,
169.4915313720703,
169.4915313720703,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaibem-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaibem-1 | [
"VIM",
"SPARCL1",
"FABP4",
"HLA-DRA",
"PGC",
"LYZ",
"PDGFRB",
"EPAS1",
"COL1A2",
"FCER1G",
"ACTA2",
"HES1",
"HMOX1",
"CSPG4",
"HIST1H1C",
"RNASE1",
"RHOA",
"PCNA",
"PDIA6",
"ITGAM",
"ATF4",
"ATF3",
"XBP1",
"PLIN2",
"SPP1",
"PDIA3",
"MANF",
"AIF1",
"PECAM1",
... | [
8,
7,
3,
6,
603,
530,
202,
263,
433,
357,
425,
193,
135,
211,
14,
255,
266,
146,
260,
469,
468,
420,
428,
303,
46,
45,
619,
442,
536,
426,
360,
23,
431,
100,
366,
526,
528,
102,
621,
379,
242,
383,
117,
490,
389,
225,
151,
... | [
[
0,
1,
0,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SMCs | THD0011 | [
1,
0.82,
0.82,
0.64,
0.64,
0.64,
0.64,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
0,
0,
0,
0,
0,
59.52381134033203,
119.04762268066406,
59.52381134033203,
0,
0,
0,
0,
238.09524536132812,
0,
59.52381134033203,
0,
59.52381134033203,
0,
0,
59.52381134033203,
0,
178.57144165039062,
0,
0,
... | train | aaaaiben-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaiben-1 | [
"EPAS1",
"VIM",
"PECAM1",
"ICAM1",
"PGC",
"RNASE1",
"TPSAB1",
"HLA-DRA",
"HERPUD1",
"HIST1H1C",
"ATF4",
"BCL2L1",
"CD34",
"SOD2",
"HSPA5",
"NKX2-1",
"EPCAM",
"MGST1",
"SFTPD",
"CLDN5",
"RHOA",
"PLIN2",
"STAT6",
"IL4R",
"CA4",
"CEACAM6",
"IL7R",
"AKR1C2",
"KRT1... | [
8,
7,
3,
6,
193,
603,
431,
275,
433,
469,
584,
263,
254,
260,
46,
58,
92,
526,
272,
404,
194,
369,
507,
126,
468,
442,
544,
293,
68,
117,
294,
27,
324,
61,
312,
212,
480,
597,
180,
211,
51,
410,
600,
225,
602,
100,
328,
61... | [
[
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428... |
[
[
0,
0,
56.49717330932617,
225.9886932373047,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
56.49717330932617,
56.49717330932617,
0,
0,
0,
56.49717330932617,
0,
0,
0,
56.49717330932617,
0,
0,
112.99434661865234,
0,
0... | train | aaaaaaab-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaaab-1 | [
"VIM",
"FN1",
"HIST1H1C",
"SPARCL1",
"COL1A2",
"AGER",
"PDGFRB",
"PDGFRA",
"LUM",
"CCN2",
"YAP1",
"ITGB1",
"SAA2",
"SFTA2",
"PPARG",
"MEG3",
"PDIA3",
"RHOA",
"PGC",
"CEACAM6",
"NAPSA",
"PDIA6",
"SPRY2",
"DUOX1",
"DCN",
"BMPR2",
"STAT6",
"HIF1A",
"LAG3",
"LAM... | [
8,
7,
3,
6,
603,
225,
260,
530,
135,
21,
425,
424,
353,
76,
620,
306,
483,
504,
448,
366,
426,
468,
433,
117,
394,
428,
537,
180,
169,
61,
544,
258,
329,
332,
519,
369,
348,
526,
146,
494,
136,
490,
480,
134,
182,
184,
457,
... | [
[
0,
1,
1,
1,
1,
0,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Alveolar FBs | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
... |
[
[
0,
0,
0,
0,
0,
23.474178314208984,
0,
140.84506225585938,
70.42253112792969,
23.474178314208984,
0,
0,
0,
23.474178314208984,
140.84506225585938,
23.474178314208984,
23.474178314208984,
0,
0,
0,
0,
23.474178314208984,
0,
... | train | aaaaidfa-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaidfa-1 | [
"VIM",
"HLA-DRA",
"HMOX1",
"PLIN2",
"LYZ",
"MARCO",
"CD68",
"IDH1",
"FABP4",
"MS4A7",
"SOD2",
"MGST1",
"GSR",
"AKR1C1",
"PPARG",
"EPAS1",
"ATF4",
"CD14",
"SLC1A3",
"PKM",
"CD44",
"FCER1G",
"HSPA5",
"HYOU1",
"CTNNB1",
"HIF1A",
"HERPUD1",
"CD52",
"HLA-DQB1",
"... | [
8,
7,
3,
6,
603,
263,
266,
442,
357,
362,
102,
276,
202,
383,
526,
369,
247,
26,
448,
193,
46,
80,
513,
438,
100,
211,
272,
273,
151,
258,
254,
101,
262,
147,
536,
532,
261,
426,
306,
454,
328,
431,
27,
275,
71,
234,
390,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
1,
1,
1,
1,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
1,
1,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,... | FABP4+ Macrophages | THD0011 | [
1,
0.9400000000000001,
0.9400000000000001,
0.88,
0.8200000000000001,
0.76,
0.7000000000000001,
0.64,
0.64,
0.5800000000000001,
0.52,
0.4600000000000001,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.34,
0.34,
0.28,
0.28,
0.28,
0.28,
0.28,
0.22000000000000003,
0.2200000000000000... |
[
[
0,
0,
57.14285659790039,
171.42857360839844,
0,
0,
0,
57.14285659790039,
0,
0,
0,
0,
0,
0,
228.57142639160156,
0,
57.14285659790039,
0,
57.14285659790039,
0,
0,
0,
0,
114.28571319580078,
0,
0,
57.1428565979... | train | aaaaapfh-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaapfh-1 | [
"FN1",
"VIM",
"PDGFRA",
"SPARCL1",
"EPAS1",
"PTGDS",
"NAPSA",
"RHOA",
"CEACAM6",
"CEACAM5",
"COL3A1",
"RTKN2",
"ATF4",
"DCN",
"SFTPD",
"STAT6",
"RNASE1",
"AGER",
"PDGFRB",
"SFTA2",
"CTNNB1",
"CST3",
"KRT18",
"ITGB1",
"BCL2L1",
"WWTR1",
"PDIA3",
"XBP1",
"YAP1",... | [
8,
7,
3,
6,
225,
603,
424,
530,
193,
454,
394,
468,
117,
116,
136,
473,
46,
169,
507,
544,
469,
21,
425,
504,
151,
147,
324,
306,
58,
618,
426,
619,
620,
526,
194,
580,
532,
275,
531,
448,
126,
272,
450,
358,
260,
258,
506,
... | [
[
0,
1,
1,
1,
1,
0,
1,
1,
0,
1,
0,
1,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Alveolar FBs | THD0011 | [
1,
0.8875,
0.775,
0.775,
0.775,
0.6625,
0.6625,
0.55,
0.55,
0.55,
0.4375,
0.4375,
0.4375,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,... |
[
[
0,
0,
97.0873794555664,
0,
0,
0,
0,
0,
97.0873794555664,
0,
0,
0,
0,
0,
0,
97.0873794555664,
0,
0,
0,
0,
0,
0,
0,
194.1747589111328,
0,
0,
194.1747589111328,
0,
0,
0,
97.0873794555664,
0... | train | aaaaapgo-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaapgo-1 | [
"VIM",
"PGC",
"EPAS1",
"PECAM1",
"SFTPC",
"HLA-DRA",
"HERPUD1",
"CD44",
"SFTPD",
"LAMP3",
"HIST1H1C",
"BMPR2",
"BCL2L1",
"STAT1",
"NKX2-1",
"DUOX1",
"NUTF2",
"IRF1",
"RNASE1",
"PDIA4",
"EGFR",
"HIF1A",
"SPCS3",
"EMG1",
"PDIA3",
"MGST1",
"SMAD4",
"DCN",
"GKN2",... | [
8,
7,
3,
6,
603,
433,
193,
431,
506,
263,
254,
100,
507,
332,
260,
61,
58,
542,
404,
180,
409,
296,
469,
427,
182,
258,
532,
191,
426,
369,
519,
169,
234,
309,
494,
120,
126,
225,
541,
480,
477,
472,
147,
450,
394,
294,
526,... | [
[
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,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.6142857142857143,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.... |
[
[
0,
0,
0,
72.20216369628906,
0,
36.10108184814453,
0,
0,
36.10108184814453,
36.10108184814453,
0,
0,
0,
0,
36.10108184814453,
72.20216369628906,
72.20216369628906,
0,
36.10108184814453,
36.10108184814453,
0,
0,
0,
36.10... | train | aaaaaaad-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaaad-1 | [
"VIM",
"FN1",
"CCN2",
"EPAS1",
"LUM",
"COL1A2",
"NAPSA",
"COL3A1",
"PLIN2",
"CEACAM6",
"PGC",
"RHOA",
"MARCO",
"SPARCL1",
"PDGFRA",
"DCN",
"HLA-DRA",
"HYOU1",
"UBE2J1",
"CD44",
"CD68",
"PDIA3",
"KRT18",
"PKM",
"ITGB1",
"XBP1",
"EPCAM",
"S100A8",
"GZMK",
"FAS... | [
8,
7,
3,
6,
603,
225,
76,
193,
353,
135,
394,
136,
442,
117,
433,
468,
362,
530,
424,
169,
263,
273,
594,
100,
102,
426,
324,
438,
306,
619,
194,
480,
250,
206,
454,
147,
266,
403,
526,
506,
523,
537,
504,
507,
260,
427,
334... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
1,
0,
1,
0,
1,
0,
1,
1,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Alveolar FBs | THD0011 | [
1,
0.9099999999999999,
0.82,
0.73,
0.73,
0.73,
0.64,
0.64,
0.64,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.45999999999999996,
0.45999999999999996,
0.37,
0.37,
0.37,
0.37,
0.37,
0.37,
0.37,
0.37,
0.28,
0.28,... |
[
[
0,
0,
57.47126388549805,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
57.47126388549805,
0,
57.47126388549805,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaapgn-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaapgn-1 | [
"LYZ",
"VIM",
"S100A9",
"PGC",
"S100A8",
"CD14",
"SFTPC",
"SFTPD",
"FN1",
"SOD2",
"PECAM1",
"NAPSA",
"CD44",
"RHOA",
"DMBT1",
"HIST1H1C",
"ITGB1",
"HSPA5",
"PKM",
"EPAS1",
"DCN",
"COL1A2",
"S100A12",
"FCER1G",
"CD68",
"HYOU1",
"WWTR1",
"MGST1",
"HIF1A",
"CD8... | [
8,
7,
3,
6,
357,
603,
481,
433,
480,
80,
506,
507,
225,
526,
431,
394,
100,
468,
177,
260,
306,
272,
438,
193,
169,
135,
477,
211,
102,
273,
618,
369,
258,
109,
312,
302,
116,
502,
494,
490,
488,
126,
296,
336,
278,
216,
212... | [
[
0,
1,
1,
1,
0,
1,
0,
1,
0,
1,
1,
0,
0,
1,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Interstitial Macrophages | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.6142857142857143,
0.6142857142857143,
0.6142857142857143,
0.6142857142857143,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,... |
[
[
0,
0,
102.56410217285156,
51.28205108642578,
51.28205108642578,
0,
0,
102.56410217285156,
0,
0,
0,
0,
0,
0,
153.84616088867188,
102.56410217285156,
0,
0,
0,
0,
0,
0,
0,
51.28205108642578,
0,
0,
0,
0,
... | train | aaaaapgb-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaapgb-1 | [
"SFTPD",
"SFTPC",
"PGC",
"LAMP3",
"VIM",
"EPAS1",
"NAPSA",
"PECAM1",
"ITGB1",
"RHOA",
"MGST1",
"FN1",
"NKX2-1",
"DMBT1",
"STAT1",
"CD44",
"SOD2",
"DUOX1",
"HLA-DRA",
"HIST1H1C",
"SCGB3A2",
"ATF4",
"RNASE1",
"EHMT1",
"HERPUD1",
"RAMP2",
"NFKB1",
"NUTF2",
"HSPA5... | [
8,
7,
3,
6,
507,
506,
433,
332,
603,
193,
394,
431,
306,
468,
369,
225,
404,
177,
542,
100,
526,
180,
263,
260,
489,
46,
469,
184,
254,
459,
400,
409,
272,
620,
14,
120,
47,
26,
383,
360,
483,
389,
135,
151,
426,
126,
519,
... | [
[
0,
1,
1,
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,... | AT2 | THD0011 | [
1,
0.9,
0.9,
0.8,
0.8,
0.7000000000000001,
0.7000000000000001,
0.6,
0.5,
0.5,
0.5,
0.5,
0.5,
0.5,
0.4,
0.4,
0.4,
0.4,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
... |
[
[
0,
0,
0,
0,
0,
45.45454406738281,
0,
0,
0,
0,
0,
0,
0,
0,
227.27272033691406,
45.45454406738281,
0,
0,
90.90908813476562,
45.45454406738281,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaaaaf-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaaaf-1 | [
"PGC",
"SFTPC",
"SFTPD",
"CD44",
"NAPSA",
"LAMP3",
"SCGB3A2",
"XBP1",
"DMBT1",
"EPAS1",
"VIM",
"ATF4",
"MGST1",
"NKX2-1",
"SSR3",
"RHOA",
"HIST1H1C",
"PKM",
"SFTA2",
"SOD2",
"LYZ",
"SPARCL1",
"PDIA4",
"DUOX1",
"ITGB1",
"STAT6",
"TOP1",
"PRDX4",
"WWTR1",
"AXI... | [
8,
7,
3,
6,
433,
506,
507,
100,
394,
332,
489,
619,
177,
193,
603,
46,
369,
404,
541,
468,
260,
438,
504,
526,
357,
530,
427,
180,
306,
544,
580,
450,
618,
51,
494,
225,
170,
424,
301,
363,
515,
247,
400,
47,
390,
117,
490,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9307692307692308,
0.8615384615384616,
0.7923076923076923,
0.7230769230769231,
0.6538461538461539,
0.5846153846153846,
0.5846153846153846,
0.5153846153846154,
0.4461538461538461,
0.3769230769230769,
0.3769230769230769,
0.3769230769230769,
0.3076923076923077,
0.3076923076923077,
0.3... |
[
[
0,
0,
0,
0,
0,
54.34782791137695,
0,
54.34782791137695,
0,
0,
0,
0,
0,
0,
54.34782791137695,
0,
0,
0,
0,
54.34782791137695,
0,
0,
108.6956558227539,
0,
0,
0,
54.34782791137695,
0,
54.34782791137695,... | train | aaaaapgi-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaapgi-1 | [
"SFTPC",
"VIM",
"PECAM1",
"PGC",
"CST3",
"PDIA3",
"EPAS1",
"CD44",
"HLA-DRA",
"SPARCL1",
"RHOA",
"SFTPD",
"SOD2",
"YAP1",
"SFTA2",
"NKX2-1",
"HERPUD1",
"FN1",
"FCGBP",
"MS4A7",
"NAPSA",
"PTGDS",
"LYZ",
"MGST1",
"IL7R",
"KRT8",
"HIF1A",
"FCGR3A",
"FCER1G",
"D... | [
8,
7,
3,
6,
506,
603,
431,
433,
147,
426,
193,
100,
263,
530,
468,
507,
526,
620,
504,
404,
254,
225,
212,
383,
394,
454,
357,
369,
294,
328,
258,
214,
211,
169,
332,
266,
379,
135,
619,
618,
57,
469,
542,
536,
537,
253,
242... | [
[
0,
1,
1,
1,
0,
1,
1,
1,
1,
1,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Macrophages | THD0011 | [
1,
0.8875,
0.775,
0.775,
0.6625,
0.6625,
0.55,
0.55,
0.55,
0.4375,
0.4375,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.2... |
[
[
0,
0,
53.191490173339844,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
53.191490173339844,
319.14892578125,
53.191490173339844,
0,
0,
53.191490173339844,
0,
53.191490173339844,
0,
0,
53.191490173339844,
0,
0,
0,
0,
... | train | aaaaaaag-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaaag-1 | [
"SFTPD",
"SFTPC",
"PGC",
"CD44",
"SCGB3A2",
"LAMP3",
"NAPSA",
"SFTA2",
"DUOX1",
"ATF4",
"RNASE1",
"MGST1",
"DMBT1",
"EPAS1",
"XBP1",
"SELENOS",
"KRT18",
"WWTR1",
"HIST1H1C",
"EGFR",
"GSR",
"RHOA",
"SOD2",
"HLA-DRA",
"NKX2-1",
"ITGB1",
"SLC25A4",
"MANF",
"CST3"... | [
8,
7,
3,
6,
507,
506,
433,
100,
489,
332,
394,
504,
180,
46,
469,
369,
177,
193,
619,
494,
324,
618,
260,
182,
247,
468,
526,
263,
404,
306,
515,
360,
147,
478,
409,
532,
194,
234,
400,
542,
151,
276,
328,
14,
197,
304,
322,... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9181818181818181,
0.8363636363636363,
0.7545454545454545,
0.7545454545454545,
0.6727272727272727,
0.6727272727272727,
0.5909090909090909,
0.5909090909090909,
0.509090909090909,
0.42727272727272725,
0.42727272727272725,
0.42727272727272725,
0.34545454545454546,
0.34545454545454546,
... |
[
[
0,
0,
0,
94.3396224975586,
0,
0,
0,
94.3396224975586,
0,
0,
0,
0,
0,
0,
94.3396224975586,
0,
188.6792449951172,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
94.3396224975586,
0,
0,
0,
... | train | aaaaaaai-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaaai-1 | [
"SPARCL1",
"EPAS1",
"VIM",
"PECAM1",
"HERPUD1",
"GNG11",
"STAT1",
"CLDN5",
"IL7R",
"LUM",
"ATG7",
"PKM",
"PPARG",
"CTNNB1",
"RNASE1",
"XBP1",
"PTGDS",
"YAP1",
"IL32",
"DCN",
"DMBT1",
"CST3",
"ERLEC1",
"FN1",
"CD68",
"CD44",
"HIF1A",
"HIST1H1C",
"LAMP3",
"ITG... | [
8,
7,
3,
6,
530,
193,
603,
431,
254,
238,
542,
126,
294,
353,
48,
438,
448,
151,
469,
619,
454,
620,
291,
169,
177,
147,
197,
225,
102,
100,
258,
260,
332,
304,
306,
328,
92,
394,
410,
411,
424,
459,
468,
489,
506,
541,
618,... | [
[
0,
1,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
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,
0,
66.66666412353516,
66.66666412353516,
0,
0,
0,
66.66666412353516,
0,
0,
0,
0,
0,
66.66666412353516,
133.3333282470703,
0,
0,
0,
0,
0,
0,
0,
0,
66.66666412353516,
66.66666412353516,
0,
0,
0,
0,... | train | aaaaaaam-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaaam-1 | [
"VIM",
"EPAS1",
"PECAM1",
"LUM",
"HERPUD1",
"CD34",
"SPARCL1",
"GSR",
"NAPSA",
"RHOA",
"NKG7",
"RNASE1",
"FABP4",
"FN1",
"CEACAM6",
"ICAM1",
"HIST1H1C",
"ITGB1",
"ZEB1",
"KRT8",
"FCER1G",
"EHMT1",
"CTNNB1",
"COL1A2",
"CD44",
"CCN2",
"FCN3",
"KDR",
"SFTPD",
"... | [
8,
7,
3,
6,
603,
193,
431,
353,
254,
92,
530,
247,
394,
468,
403,
469,
202,
225,
117,
275,
260,
306,
621,
328,
211,
184,
151,
135,
100,
76,
217,
312,
507,
433,
46,
357,
369,
614,
126,
594,
147,
590,
532,
169,
182,
515,
456,
... | [
[
0,
1,
0,
0,
1,
0,
1,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.8875,
0.775,
0.6625,
0.6625,
0.55,
0.55,
0.55,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.212500... |
[
[
0,
0,
52.356021881103516,
157.0680694580078,
0,
0,
0,
157.0680694580078,
104.71204376220703,
52.356021881103516,
0,
0,
0,
0,
261.7801208496094,
0,
0,
0,
104.71204376220703,
0,
0,
0,
0,
104.71204376220703,
0,
0,... | train | aaaaidfc-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaidfc-1 | [
"EPAS1",
"FN1",
"VIM",
"RHOA",
"SFTPD",
"KRT18",
"NAPSA",
"RNASE1",
"SPARCL1",
"XBP1",
"LUM",
"ATF4",
"MGST1",
"RTKN2",
"SOD2",
"ITGAV",
"NKX2-1",
"HIST1H1C",
"PGC",
"AGER",
"AKR1C1",
"ITGB1",
"HERPUD1",
"CTNNB1",
"PTGDS",
"PKM",
"COL1A2",
"PDGFRA",
"CD44",
... | [
8,
7,
3,
6,
193,
225,
603,
468,
507,
324,
394,
469,
530,
619,
353,
46,
369,
473,
526,
304,
404,
260,
433,
21,
26,
306,
254,
151,
454,
438,
135,
424,
100,
180,
504,
231,
328,
618,
61,
117,
27,
58,
51,
263,
620,
255,
357,
29... | [
[
0,
0,
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,
0,
0,
0,... | AT1 | THD0011 | [
1,
0.9,
0.9,
0.8,
0.8,
0.7000000000000001,
0.7000000000000001,
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,
0,
231.6602325439453,
0,
0,
38.61003875732422,
0,
0,
0,
0,
0,
0,
0,
0,
154.44015502929688,
38.61003875732422,
0,
0,
154.44015502929688,
38.61003875732422,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | train | aaaaaaao-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaaao-1 | [
"SFTPD",
"SFTPC",
"PGC",
"DMBT1",
"NAPSA",
"SPARCL1",
"CD44",
"LAMP3",
"HLA-DRA",
"ACTA2",
"VIM",
"ITGB1",
"CST3",
"ATF4",
"NKX2-1",
"AXIN2",
"XBP1",
"HSPA5",
"PDIA4",
"DCN",
"MGST1",
"SSR3",
"TOP1",
"RHOA",
"CFTR",
"PDGFRB",
"DUOX1",
"SPCS3",
"SELENOS",
"SO... | [
8,
7,
3,
6,
507,
506,
433,
177,
394,
530,
100,
332,
263,
14,
603,
306,
147,
46,
404,
51,
619,
272,
427,
169,
369,
541,
580,
468,
120,
425,
180,
532,
494,
526,
102,
450,
117,
151,
353,
247,
426,
620,
594,
225,
431,
438,
596,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
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,... | AT2 | THD0011 | [
1,
0.9181818181818181,
0.8363636363636363,
0.7545454545454545,
0.7545454545454545,
0.6727272727272727,
0.5909090909090909,
0.5909090909090909,
0.509090909090909,
0.509090909090909,
0.42727272727272725,
0.42727272727272725,
0.34545454545454546,
0.34545454545454546,
0.34545454545454546,
... |
[
[
0,
0,
86.9565200805664,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
260.86956787109375,
0,
86.9565200805664,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
86.9565200805664,
86.9565200... | train | aaaaiigm-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaiigm-1 | [
"VIM",
"HLA-DRA",
"LUM",
"GPR183",
"RNASE1",
"IDH1",
"LYZ",
"CD14",
"PTPRC",
"HLA-DQA1",
"CCN2",
"FCER1G",
"ATF4",
"HIF1A",
"COL1A2",
"MRC1",
"STAT6",
"SOD2",
"FCGR3A",
"COL1A1",
"PLIN2",
"COL3A1",
"PKM",
"RHOA",
"MS4A7",
"FN1",
"CST3",
"SNAI2",
"CD86",
"HMO... | [
8,
7,
3,
6,
603,
263,
353,
242,
469,
276,
357,
80,
456,
261,
76,
211,
46,
258,
135,
379,
544,
526,
214,
134,
442,
136,
438,
468,
383,
225,
147,
523,
109,
266,
360,
260,
556,
254,
247,
294,
73,
72,
600,
48,
305,
300,
306,
6... | [
[
0,
0,
1,
1,
0,
0,
1,
0,
1,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Macrophages | THD0011 | [
1,
0.85,
0.7,
0.7,
0.7,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1... |
[
[
0,
0,
0,
0,
0,
86.20689392089844,
0,
86.20689392089844,
0,
0,
0,
0,
0,
0,
431.03448486328125,
0,
0,
0,
0,
0,
0,
0,
0,
86.20689392089844,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaakce-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaakce-1 | [
"VIM",
"FN1",
"COL3A1",
"LUM",
"COL1A1",
"COL1A2",
"DCN",
"ATF4",
"MRC1",
"YAP1",
"HMOX1",
"SPARCL1",
"CD44",
"CD68",
"MS4A7",
"HLA-DRA",
"EPAS1",
"CST3",
"PCNA",
"CD14",
"EGFR",
"SSR3",
"HIST1H1C",
"HIF1A",
"SPCS2",
"DMBT1",
"PDIA3",
"HERPUD1",
"SNAI2",
"PD... | [
8,
7,
3,
6,
603,
225,
136,
353,
134,
135,
169,
46,
379,
620,
266,
530,
100,
102,
383,
263,
193,
147,
420,
80,
182,
541,
260,
258,
531,
177,
426,
254,
523,
425,
522,
450,
109,
171,
454,
238,
206,
211,
408,
542,
312,
526,
544,... | [
[
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,... | Activated FBs | THD0011 | [
1,
0.8714285714285716,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0... |
[
[
0,
0,
2105.26318359375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
47.84688949584961,
0,
0,
47.84688949584961,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
287.... | train | aaaaapib-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaapib-1 | [
"ACTA2",
"VIM",
"SPARCL1",
"FN1",
"ITGB1",
"EPAS1",
"CCN2",
"HIST1H1C",
"COL3A1",
"COL1A2",
"CTNNB1",
"STAT6",
"LUM",
"WWTR1",
"RHOA",
"PDIA3",
"CLDN5",
"YAP1",
"ZEB1",
"HIF1A",
"CST3",
"ERLEC1",
"SOD2",
"PDIA4",
"ITM2C",
"PPARG",
"LMAN1",
"SPCS2",
"FCER1G",
... | [
8,
7,
3,
6,
14,
603,
530,
225,
306,
193,
76,
260,
136,
135,
151,
544,
353,
618,
468,
426,
126,
620,
621,
258,
147,
197,
526,
427,
309,
448,
346,
531,
211,
80,
394,
619,
551,
58,
182,
542,
557,
420,
301,
134,
133,
61,
428,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
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
... | Fibroblasts | THD0011 | [
1,
0.9099999999999999,
0.82,
0.73,
0.64,
0.64,
0.5499999999999999,
0.5499999999999999,
0.45999999999999996,
0.37,
0.37,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
263.15789794921875,
0,
0,
52.6315803527832,
0,
0,
0,
0,
0,
0,
0,
0,
52.6315803527832,
0,
52.6315803527832,
0,
0,
0,
0,
0,
0,
0,
52.6315803527832,
0,
0,
0,
0,
0,
0,
0,
0,
52... | train | aaaaapie-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaapie-1 | [
"VIM",
"DCN",
"LUM",
"PTGDS",
"CCN2",
"PDGFRA",
"FN1",
"SOD2",
"ITGB1",
"COL3A1",
"ICAM1",
"SPARCL1",
"ACTA2",
"COL1A1",
"COL1A2",
"CTHRC1",
"FAS",
"MEG3",
"COL4A3",
"HIST1H1C",
"EPAS1",
"SOX9",
"SPRY2",
"SOX4",
"CD68",
"TGFB1",
"IDH1",
"NFKB1",
"MYDGF",
"UB... | [
8,
7,
3,
6,
603,
169,
353,
454,
76,
424,
225,
526,
306,
136,
275,
530,
14,
134,
135,
149,
206,
366,
137,
260,
193,
529,
537,
528,
102,
556,
276,
400,
390,
594,
211,
425,
182,
409,
220,
312,
515,
133,
309,
247,
620,
279,
254,... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
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,... | Fibroblasts | THD0011 | [
1,
0.9099999999999999,
0.82,
0.82,
0.73,
0.64,
0.64,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.45999999999999996,
0.37,
0.37,
0.37,
0.37,
0.37,
0.28,
0.28,
0.28,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19... |
[
[
0,
0,
0,
0,
0,
28.490028381347656,
0,
113.96011352539062,
113.96011352539062,
0,
0,
0,
0,
28.490028381347656,
256.4102478027344,
0,
85.47008514404297,
0,
0,
28.490028381347656,
0,
0,
0,
0,
28.490028381347656,
0... | train | aaaaaphj-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaphj-1 | [
"VIM",
"LYZ",
"HLA-DRA",
"HMOX1",
"PLIN2",
"CD68",
"IDH1",
"MGST1",
"ATF4",
"MARCO",
"FCER1G",
"MS4A7",
"RHOA",
"SLC1A3",
"CTNNB1",
"ITGB1",
"SOD2",
"PKM",
"EPAS1",
"AKR1C1",
"AKR1C2",
"ITGAV",
"PDIA6",
"TGFB1",
"ATG7",
"SEC11C",
"GSR",
"LGALS1",
"SLC7A11",
... | [
8,
7,
3,
6,
603,
357,
263,
266,
442,
102,
276,
369,
46,
362,
211,
383,
468,
513,
151,
306,
526,
438,
193,
26,
27,
304,
428,
556,
48,
490,
247,
336,
517,
305,
619,
231,
448,
273,
117,
594,
66,
420,
427,
379,
328,
100,
272,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | FABP4+ Macrophages | THD0011 | [
1,
0.9307692307692308,
0.8615384615384616,
0.7923076923076923,
0.7230769230769231,
0.6538461538461539,
0.6538461538461539,
0.5846153846153846,
0.5846153846153846,
0.5153846153846154,
0.5153846153846154,
0.5153846153846154,
0.5153846153846154,
0.4461538461538461,
0.3769230769230769,
0.3... |
[
[
0,
0,
79.36508178710938,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
158.73016357421875,
0,
0,
79.36508178710938,
0,
0,
0,
0,
0,
158.73016357421875,
0,
0,
79.36508178710938,
0,
0,
0,
238.09524536132812... | train | aaaaapga-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaapga-1 | [
"PECAM1",
"SPARCL1",
"EPAS1",
"VIM",
"HIST1H1C",
"RHOA",
"CD34",
"UBE2J1",
"FN1",
"GNG11",
"NAPSA",
"CA4",
"CTNNB1",
"ICAM1",
"ITGA3",
"ITGB1",
"MS4A7",
"EHMT1",
"ZEB1",
"BCL2L1",
"RAMP2",
"ATF4",
"STAT1",
"RNASE1",
"PKM",
"CST3",
"WNT5A",
"DCN",
"TTC19",
"E... | [
8,
7,
3,
6,
431,
530,
193,
603,
260,
468,
92,
594,
225,
238,
394,
68,
151,
275,
301,
306,
383,
184,
621,
58,
459,
46,
542,
469,
438,
147,
614,
169,
590,
194,
541,
532,
531,
263,
442,
515,
507,
473,
308,
336,
357,
116,
409,
... | [
[
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,... | aCap | THD0011 | [
1,
0.8714285714285716,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0... |
[
[
0,
0,
44.44444274902344,
0,
0,
177.77777099609375,
0,
0,
0,
0,
0,
0,
0,
88.88888549804688,
311.111083984375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
88.88888549804688,
0,
0,
0,
0,
... | train | aaaaidfb-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaidfb-1 | [
"LYZ",
"HLA-DRA",
"VIM",
"CD44",
"CD68",
"HLA-DQA1",
"RHOA",
"FCER1G",
"ATF4",
"MARCO",
"UBE2J1",
"PLIN2",
"AIF1",
"SOD2",
"HIF1A",
"MGST1",
"MS4A7",
"ATF3",
"DDIT3",
"SPCS2",
"C1QC",
"MFAP5",
"DCN",
"HERPUD1",
"CD52",
"SPINK1",
"CXCR4",
"GCLM",
"SCGB1A1",
"... | [
8,
7,
3,
6,
357,
263,
603,
100,
102,
261,
468,
211,
46,
362,
594,
442,
23,
526,
258,
369,
383,
45,
171,
531,
66,
368,
169,
254,
101,
535,
163,
231,
488,
225,
481,
147,
454,
206,
448,
411,
438,
424,
433,
431,
506,
541,
360,
... | [
[
0,
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,
0,... | SPP1+ Macrophages | THD0011 | [
1,
0.9181818181818181,
0.8363636363636363,
0.7545454545454545,
0.6727272727272727,
0.5909090909090909,
0.509090909090909,
0.509090909090909,
0.509090909090909,
0.42727272727272725,
0.34545454545454546,
0.34545454545454546,
0.34545454545454546,
0.26363636363636367,
0.26363636363636367,
... |
[
[
0,
0,
60.60606002807617,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
60.60606002807617,
0,
0,
0,
0,
0,
0,
60.60606002807617,
0,
0,
60.60606002807617,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0... | train | aaaaapgm-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaapgm-1 | [
"SFTPC",
"PGC",
"SFTPD",
"FN1",
"VIM",
"NAPSA",
"CCN2",
"SPARCL1",
"CD44",
"XBP1",
"NKX2-1",
"PDGFRA",
"COL1A1",
"HIST1H1C",
"RHOA",
"TPSAB1",
"SFTA2",
"SNAI2",
"MGST1",
"HLA-DRA",
"IDH1",
"PTGDS",
"COL3A1",
"MYC",
"PDIA3",
"EPAS1",
"PKM",
"YAP1",
"VEGFA",
"... | [
8,
7,
3,
6,
506,
433,
507,
225,
603,
394,
76,
530,
100,
619,
404,
424,
134,
260,
468,
584,
504,
523,
369,
263,
276,
454,
136,
389,
426,
193,
438,
620,
602,
442,
182,
332,
180,
59,
473,
254,
526,
328,
252,
103,
142,
324,
191,... | [
[
0,
1,
1,
1,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.8875,
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,
0.21250000000000002,
0.212500000... |
[
[
0,
0,
0,
85.47008514404297,
0,
170.94017028808594,
0,
85.47008514404297,
85.47008514404297,
85.47008514404297,
0,
0,
0,
0,
512.8204956054688,
0,
0,
0,
85.47008514404297,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0... | train | aaaaapgl-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaapgl-1 | [
"SFTPD",
"VIM",
"CTNNB1",
"ATF4",
"NAPSA",
"XBP1",
"MGST1",
"CEACAM6",
"ICAM1",
"RHOA",
"CD44",
"KRT18",
"SFTPC",
"KRT15",
"ERLEC1",
"EPCAM",
"AIF1",
"HSPA5",
"CST3",
"STAT1",
"FN1",
"NKX2-1",
"SPRY2",
"DMBT1",
"HLA-DRA",
"SPARCL1",
"SOX4",
"CD4",
"PCNA",
"H... | [
8,
7,
3,
6,
507,
603,
151,
46,
394,
619,
369,
117,
275,
468,
100,
324,
506,
322,
197,
194,
23,
272,
147,
542,
225,
404,
537,
177,
263,
530,
528,
97,
420,
260,
428,
519,
515,
116,
424,
409,
180,
504,
247,
136,
137,
426,
438,
... | [
[
0,
1,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT1 | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
... |
[
[
0,
0,
0,
392.1568603515625,
0,
98.03921508789062,
0,
0,
0,
0,
0,
0,
0,
0,
294.1176452636719,
0,
0,
0,
0,
0,
0,
0,
0,
98.03921508789062,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0... | train | aaaaaaal-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaaal-1 | [
"RTKN2",
"VIM",
"YAP1",
"SFTPD",
"VEGFA",
"AGER",
"ATF4",
"IDH1",
"ICAM1",
"NAPSA",
"COL4A3",
"KRT8",
"STAT1",
"NKX2-1",
"RNASE1",
"MGST1",
"CCN2",
"EPCAM",
"EGFR",
"WWTR1",
"XBP1",
"FN1",
"EMG1",
"SFTPC",
"SOX4",
"SPARCL1",
"SPCS3",
"CEACAM6",
"MSLN",
"SOD2... | [
8,
7,
3,
6,
473,
603,
620,
507,
602,
21,
46,
276,
275,
394,
137,
328,
542,
404,
469,
369,
76,
194,
182,
618,
619,
225,
191,
506,
528,
530,
532,
117,
384,
526,
221,
468,
408,
456,
306,
420,
442,
424,
426,
180,
184,
126,
260,
... | [
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
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,
0.7,
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,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.... |
[
[
0,
0,
208.3333282470703,
69.44444274902344,
0,
69.44444274902344,
0,
0,
69.44444274902344,
0,
0,
0,
0,
0,
69.44444274902344,
0,
0,
0,
0,
0,
0,
69.44444274902344,
138.88888549804688,
0,
0,
0,
69.444442749023... | train | aaaaapff-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaapff-1 | [
"LUM",
"VIM",
"EPAS1",
"FN1",
"CD69",
"PGC",
"IL7R",
"CD34",
"CD8A",
"PTPRC",
"KLRB1",
"PLIN2",
"ACTA2",
"SFTPD",
"DMBT1",
"FKBP11",
"COL3A1",
"PECAM1",
"CD3E",
"HIST1H1C",
"COL1A2",
"CTNNB1",
"RHOA",
"HERPUD1",
"CCN2",
"NAPSA",
"GZMK",
"DCN",
"CCL5",
"KRT18... | [
8,
7,
3,
6,
353,
603,
193,
225,
103,
433,
294,
92,
110,
456,
316,
442,
14,
507,
177,
224,
136,
431,
95,
260,
135,
151,
468,
254,
76,
394,
250,
169,
75,
324,
57,
126,
21,
530,
276,
272,
55,
506,
504,
264,
494,
296,
23,
248,... | [
[
0,
1,
1,
1,
0,
1,
0,
1,
1,
1,
1,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | T-cells | 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,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0... |
[
[
0,
0,
69.93006896972656,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
69.93006896972656,
69.93006896972656,
0,
0,
69.93006896972656,
69.93006896972656,
0,
0,
0,
0,
0,
0,
69.93006896972656,
0,
0,
0,
0,
... | train | aaaaakbj-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaakbj-1 | [
"PGC",
"SCGB3A2",
"SFTPD",
"DMBT1",
"DUOX1",
"CD44",
"NAPSA",
"VIM",
"HIST1H1C",
"FN1",
"CEACAM6",
"XBP1",
"SAA2",
"SFTA2",
"SOD2",
"RHOA",
"NKX2-1",
"CTNNB1",
"PKM",
"SFTPC",
"HMGA1",
"HIF1A",
"SPARCL1",
"MANF",
"GSR",
"MGST1",
"MYDGF",
"CLDN5",
"COL1A1",
"... | [
8,
7,
3,
6,
433,
489,
507,
177,
180,
100,
394,
603,
260,
225,
117,
619,
483,
504,
526,
468,
404,
151,
438,
506,
264,
258,
530,
360,
247,
369,
390,
126,
134,
135,
272,
147,
450,
420,
424,
182,
184,
425,
426,
427,
234,
544,
43... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9,
0.8,
0.7000000000000001,
0.6,
0.5,
0.5,
0.4,
0.4,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1... |
[
[
0,
0,
235.84906005859375,
188.6792449951172,
0,
0,
0,
0,
0,
47.1698112487793,
0,
0,
0,
0,
47.1698112487793,
0,
0,
0,
188.6792449951172,
0,
47.1698112487793,
0,
0,
0,
47.1698112487793,
0,
47.1698112487793,
... | train | aaaaaaap-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaaap-1 | [
"PGC",
"SFTPD",
"XBP1",
"DMBT1",
"EPCAM",
"CEACAM6",
"NAPSA",
"SFTPC",
"NKX2-1",
"KRT18",
"VIM",
"DUOX1",
"EPAS1",
"ACTA2",
"KRT8",
"PDIA3",
"AXIN2",
"AGER",
"ICAM1",
"RHOA",
"RTKN2",
"STAT1",
"CST3",
"CD44",
"HSPA5",
"MGST1",
"YAP1",
"SOD2",
"LAMP3",
"ITGB1... | [
8,
7,
3,
6,
433,
507,
619,
177,
194,
117,
394,
506,
404,
324,
603,
180,
193,
14,
328,
426,
51,
21,
275,
468,
473,
542,
147,
100,
272,
369,
620,
526,
332,
306,
384,
427,
182,
234,
602,
389,
254,
260,
594,
301,
469,
137,
514,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT1 | THD0011 | [
1,
0.9,
0.8,
0.8,
0.7000000000000001,
0.6,
0.6,
0.5,
0.5,
0.5,
0.5,
0.5,
0.5,
0.5,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.... |
[
[
0,
0,
70.92198944091797,
283.6879577636719,
0,
0,
0,
141.84397888183594,
0,
0,
0,
0,
0,
0,
212.76596069335938,
0,
70.92198944091797,
0,
0,
0,
70.92198944091797,
0,
0,
70.92198944091797,
0,
0,
70.92198944091... | train | aaaaapfn-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaapfn-1 | [
"KRT18",
"SFTPD",
"RTKN2",
"ICAM1",
"PGC",
"VEGFA",
"RNASE1",
"AGER",
"NAPSA",
"KRT8",
"NKX2-1",
"DMBT1",
"HERPUD1",
"SFTA2",
"ATF4",
"XBP1",
"MGST1",
"RHOA",
"CD44",
"STAT1",
"FAS",
"EHMT1",
"AKR1C1",
"PKM",
"ITGB6",
"EPAS1",
"EPCAM",
"FGF2",
"HIST1H1C",
"P... | [
8,
7,
3,
6,
324,
507,
473,
275,
433,
602,
469,
21,
394,
328,
404,
177,
254,
504,
46,
619,
369,
468,
100,
542,
206,
184,
26,
438,
308,
193,
194,
220,
260,
428,
371,
427,
426,
255,
519,
515,
506,
118,
420,
494,
489,
137,
231,
... | [
[
0,
0,
0,
0,
0,
0,
1,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT1 | THD0011 | [
1,
0.85,
0.85,
0.85,
0.85,
0.7,
0.7,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.4,
0.25,
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,
112.35955047607422,
0,
0,
112.35955047607422,
0,
0,
0,
0,
0,
0,
0,
0,
112.35955047607422,
0,
112.35955047607422,
0,
0,
112.35955047607422,
0,
0,
0,
0,
112.35955047607422,
0,
0,
0,
0,
0,
... | train | aaaaidfe-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaidfe-1 | [
"VIM",
"HLA-DRA",
"STAT6",
"MRC1",
"VEGFA",
"LYZ",
"FCER1G",
"RNASE1",
"MS4A7",
"HIF1A",
"CD14",
"SPCS3",
"EPAS1",
"ITGAM",
"SOD2",
"HMOX1",
"TGFB1",
"HIST1H1C",
"XBP1",
"HLA-DQA1",
"LGALS1",
"STAT1",
"PGC",
"HYOU1",
"CCN2",
"HLA-DQB1",
"CTNNB1",
"PECAM1",
"CD... | [
8,
7,
3,
6,
603,
263,
544,
379,
602,
357,
211,
469,
383,
258,
80,
532,
193,
303,
526,
266,
556,
260,
619,
261,
336,
542,
433,
273,
76,
262,
151,
431,
100,
14,
618,
305,
23,
304,
513,
46,
483,
516,
363,
52,
594,
48,
59
] | [
[
0,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
[
1... | Macrophages | THD0011 | [
1,
0.85,
0.7,
0.7,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
842.1052856445312,
0,
0,
157.89474487304688,
0,
0,
52.6315803527832,
0,
0,
0,
0,
52.6315803527832,
52.6315803527832,
0,
0,
0,
0,
52.6315803527832,
0,
0,
0,
0,
0,
0,
52.6315803527832,
0,
52.631... | train | aaaaaacn-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaacn-1 | [
"VIM",
"ACTA2",
"LYZ",
"SPARCL1",
"MRC1",
"CD44",
"HIST1H1C",
"FCER1G",
"RHOA",
"MS4A7",
"SLC1A3",
"COL1A2",
"ITGB1",
"RNASE1",
"PTPRC",
"AIF1",
"PLIN2",
"HLA-DRA",
"PKM",
"SPCS2",
"SPCS3",
"HMOX1",
"FN1",
"CD14",
"CTNNB1",
"EHMT1",
"HERPUD1",
"CD68",
"DCN",
... | [
8,
7,
3,
6,
603,
14,
357,
530,
379,
100,
260,
211,
468,
383,
513,
135,
306,
469,
456,
23,
442,
263,
438,
531,
532,
266,
225,
80,
151,
184,
254,
102,
169,
620,
426,
301,
409,
52,
258,
27,
519,
303,
594,
224,
602,
66,
46,
30... | [
[
0,
1,
1,
1,
0,
1,
1,
0,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
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,
0.5,
0.5,
0.4,
0.4,
0.4,
0.4,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
... |
[
[
0,
0,
891.089111328125,
0,
0,
0,
0,
99.00990295410156,
0,
0,
0,
0,
0,
0,
99.00990295410156,
0,
0,
0,
99.00990295410156,
198.01980590820312,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaabakn-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabakn-1 | [
"VIM",
"SPARCL1",
"ACTA2",
"FN1",
"CST3",
"YAP1",
"LUM",
"COL3A1",
"AXL",
"PTGDS",
"DCN",
"RHOA",
"ZEB1",
"CSPG4",
"IFIT2",
"COL1A2",
"FAS",
"RNASE1",
"COL1A1",
"COL15A1",
"CD44",
"PKM",
"EPAS1",
"FGF7",
"FCGR3A",
"NAPSA",
"HERPUD1",
"HIST1H1C",
"LYZ",
"HLA-... | [
8,
7,
3,
6,
603,
530,
14,
225,
147,
620,
353,
136,
52,
454,
169,
468,
621,
146,
279,
135,
206,
469,
134,
133,
100,
438,
193,
221,
214,
394,
254,
260,
357,
263,
272,
346,
341,
301,
304,
306,
424,
544,
312,
46,
619,
26,
618,
... | [
[
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
],
... | Fibroblasts | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
... |
[
[
0,
0,
109.89010620117188,
0,
0,
0,
0,
109.89010620117188,
109.89010620117188,
0,
0,
0,
0,
0,
109.89010620117188,
0,
0,
0,
109.89010620117188,
0,
0,
0,
0,
0,
0,
0,
109.89010620117188,
0,
0,
0,
... | train | aaaaaadk-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaadk-1 | [
"VIM",
"FN1",
"SPARCL1",
"HIST1H1C",
"CD44",
"RHOA",
"PTGDS",
"EPAS1",
"ITGB1",
"GCLM",
"PDGFRA",
"SPRY2",
"YAP1",
"LUM",
"RTKN2",
"FAS",
"PECAM1",
"EPCAM",
"CEACAM5",
"SFTPD",
"PIM2",
"HERPUD1",
"HLA-DRA",
"SSR3",
"PDIA4",
"CEACAM6",
"PDGFRB",
"MYDGF",
"NAPSA... | [
8,
7,
3,
6,
603,
225,
530,
260,
100,
468,
454,
193,
306,
231,
424,
537,
620,
353,
473,
206,
431,
194,
116,
507,
437,
254,
263,
541,
427,
117,
425,
390,
394,
401,
264,
136,
146,
147,
409,
469,
178,
426,
171,
504,
272,
169,
29... | [
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Fibroblasts | THD0011 | [
1,
0.82,
0.64,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0... |
[
[
0,
0,
0,
333.3333435058594,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
111.11111450195312,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
111.11111450195312,
0,
0,
0,
0,
0,
0,
0... | train | aaaaapfj-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaapfj-1 | [
"EPAS1",
"VIM",
"RHOA",
"SPARCL1",
"PGC",
"LUM",
"ITGB1",
"PECAM1",
"SPP1",
"CD34",
"AGER",
"PLIN2",
"CTNNB1",
"HIST1H1C",
"SFTPC",
"IRF1",
"ITGA3",
"SPCS2",
"WNT5A",
"LYZ",
"ITGAM",
"CD68",
"MGST1",
"SFTPD",
"SEC11C",
"FN1",
"MS4A7",
"CST3",
"JCHAIN",
"DCN"... | [
8,
7,
3,
6,
193,
603,
468,
530,
433,
353,
306,
431,
536,
92,
21,
442,
151,
260,
506,
296,
301,
531,
614,
357,
303,
102,
369,
507,
490,
225,
383,
147,
310,
169,
426,
619,
504,
263,
182,
596,
332,
594,
335,
328,
275,
46,
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,
0,... | aCap | THD0011 | [
1,
0.85,
0.7,
0.7,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1... |
[
[
0,
0,
2056.07470703125,
0,
0,
0,
0,
0,
0,
93.45794677734375,
0,
0,
0,
0,
186.9158935546875,
0,
0,
0,
0,
93.45794677734375,
0,
0,
0,
0,
0,
0,
93.45794677734375,
0,
0,
0,
0,
0,
0,
... | train | aaaaaaop-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaaop-1 | [
"ACTA2",
"VIM",
"SPARCL1",
"FN1",
"ITGB1",
"COL1A2",
"COL3A1",
"EPAS1",
"STAT6",
"CCN2",
"ATF4",
"PDGFRB",
"HERPUD1",
"COL1A1",
"FGF2",
"IDH1",
"BMPR2",
"CST3",
"RNASE1",
"CTNNB1",
"RHOA",
"UGDH",
"EGFR",
"PDIA6",
"SOD2",
"WWTR1",
"ANKRD28",
"AXL",
"YAP1"
] | [
8,
7,
3,
6,
14,
603,
530,
225,
306,
135,
136,
193,
544,
76,
46,
425,
254,
134,
220,
276,
61,
147,
469,
151,
468,
597,
182,
428,
526,
618,
31,
52,
620
] | [
[
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
],
[
1,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0... | SMCs | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
1061.9468994140625,
0,
0,
88.49557495117188,
0,
0,
88.49557495117188,
0,
0,
0,
0,
0,
88.49557495117188,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
88.49557495117188,
0,
0,
0,
0,
... | train | aaaaaaei-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaaei-1 | [
"VIM",
"ACTA2",
"SPARCL1",
"FN1",
"CCL2",
"LYZ",
"ZEB1",
"ITGB1",
"COL1A2",
"COL3A1",
"IDH1",
"CST3",
"HMOX1",
"LUM",
"WWTR1",
"MANF",
"HLA-DRA",
"PDIA3",
"XBP1",
"FABP4",
"CCN2",
"HYOU1",
"HSPA5",
"HIST1H1C",
"MAL",
"NUTF2",
"PGC",
"HERPUD1",
"FGF7",
"FGF2"... | [
8,
7,
3,
6,
603,
14,
530,
225,
72,
357,
621,
306,
135,
136,
276,
147,
266,
353,
618,
360,
263,
426,
619,
202,
76,
273,
272,
260,
358,
409,
433,
254,
221,
220,
519,
134,
146,
529,
151,
469,
23,
27,
612,
304,
442,
46,
324,
5... | [
[
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SMCs | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0... |
[
[
0,
0,
28.9017333984375,
0,
0,
0,
0,
202.3121337890625,
173.410400390625,
0,
0,
0,
0,
0,
202.3121337890625,
0,
28.9017333984375,
0,
0,
28.9017333984375,
0,
0,
0,
28.9017333984375,
0,
0,
0,
0,
115.606... | train | aaaaaopf-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaopf-1 | [
"VIM",
"HMOX1",
"HLA-DRA",
"LYZ",
"FABP4",
"GSR",
"HSPA5",
"PLIN2",
"MS4A7",
"PPARG",
"RHOA",
"AKR1C1",
"ATF4",
"XBP1",
"AKR1C2",
"CD68",
"IDH1",
"ITGAX",
"MARCO",
"SPCS3",
"C1QC",
"TGFB1",
"GCLM",
"FCER1G",
"PKM",
"CD44",
"HYOU1",
"HLA-DQA1",
"PDIA3",
"CTNN... | [
8,
7,
3,
6,
603,
266,
263,
357,
202,
247,
272,
442,
383,
448,
468,
26,
46,
619,
27,
102,
276,
305,
362,
532,
66,
556,
231,
211,
438,
100,
273,
261,
426,
151,
147,
369,
544,
358,
280,
542,
254,
275,
531,
71,
513,
336,
101,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
1,
1,
0,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | FABP4+ Macrophages | THD0011 | [
1,
0.9357142857142858,
0.8714285714285716,
0.8071428571428572,
0.7428571428571429,
0.6785714285714286,
0.6142857142857143,
0.6142857142857143,
0.55,
0.55,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.4214285714285715,
0.4214285714285715,
0.4214285714285715,
0.4214... |
[
[
0,
0,
142.85714721679688,
0,
0,
214.2857208251953,
0,
0,
0,
0,
0,
0,
0,
0,
71.42857360839844,
71.42857360839844,
71.42857360839844,
71.42857360839844,
0,
71.42857360839844,
0,
0,
0,
0,
0,
0,
0,
0,
1... | train | aaaaanie-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaanie-1 | [
"VIM",
"IL7R",
"IDH1",
"MRC1",
"CCL2",
"MS4A7",
"HERPUD1",
"HIST1H1C",
"PLIN2",
"CXCR4",
"FN1",
"SLC1A3",
"PKM",
"HLA-DRA",
"LYZ",
"LUM",
"CD44",
"XBP1",
"AIF1",
"KLRB1",
"CD69",
"HIF1A",
"COL1A1",
"COL1A2",
"ITGB1",
"COL3A1",
"HMOX1",
"CST3",
"HSPA5",
"ACTA... | [
8,
7,
3,
6,
603,
294,
276,
379,
72,
383,
254,
260,
442,
163,
225,
513,
438,
263,
357,
353,
100,
619,
23,
316,
103,
258,
134,
135,
306,
136,
266,
147,
272,
14,
456,
66,
618,
95,
261,
102,
206,
431,
526,
48,
242,
211,
178,
4... | [
[
0,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | DCs | THD0011 | [
1,
0.85,
0.85,
0.7,
0.7,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
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,
0,
62.89308166503906,
0,
0,
125.78616333007812,
0,
62.89308166503906,
0,
0,
0,
0,
0,
0,
62.89308166503906,
0,
0,
0,
0,
62.89308166503906,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaanih-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaanih-1 | [
"VIM",
"HLA-DRA",
"MRC1",
"FCER1G",
"HMOX1",
"COL1A1",
"HERPUD1",
"FN1",
"LYZ",
"XBP1",
"CD68",
"LUM",
"CD14",
"MS4A7",
"CST3",
"COL3A1",
"HIF1A",
"SFTPD",
"HSPA5",
"PDIA3",
"KRT18",
"CCL2",
"RNASE1",
"DCN",
"HLA-DQA1",
"HIST1H1C",
"RHOA",
"CD4",
"ICAM1",
"S... | [
8,
7,
3,
6,
603,
263,
379,
211,
266,
134,
254,
225,
357,
619,
102,
353,
80,
383,
147,
136,
258,
507,
272,
426,
324,
72,
469,
169,
261,
260,
468,
97,
275,
526,
544,
214,
303,
306,
231,
23,
524,
400,
513,
262,
242,
389,
273,
... | [
[
0,
0,
0,
1,
1,
0,
0,
0,
1,
0,
0,
1,
1,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Macrophages | THD0011 | [
1,
0.8875,
0.775,
0.775,
0.6625,
0.55,
0.55,
0.55,
0.55,
0.4375,
0.4375,
0.4375,
0.4375,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.2125000000... |
[
[
0,
0,
1071.4285888671875,
0,
0,
0,
0,
89.28571319580078,
0,
0,
0,
0,
0,
0,
0,
89.28571319580078,
0,
0,
178.57142639160156,
178.57142639160156,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaanii-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaanii-1 | [
"ACTA2",
"VIM",
"FN1",
"ITGB1",
"LUM",
"DCN",
"CCN2",
"SPARCL1",
"HIST1H1C",
"YAP1",
"STAT1",
"COL3A1",
"CST3",
"SFTA2",
"ITGAV",
"COL1A2",
"AXIN2",
"AXL",
"NKX2-1",
"NUCB2",
"HIF1A",
"CD14",
"MGST1",
"COL1A1",
"HMGA1",
"PGC",
"GSR",
"NFKB1",
"MRC1",
"SLC25A... | [
8,
7,
3,
6,
14,
603,
225,
306,
353,
169,
76,
530,
260,
620,
542,
136,
147,
504,
304,
135,
51,
52,
404,
408,
258,
80,
369,
134,
264,
433,
247,
400,
379,
515,
357,
266,
507,
506,
177,
26,
193,
426,
450,
211,
454,
328,
47,
33... | [
[
0,
0,
0,
1,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SMCs | THD0011 | [
1,
0.8875,
0.775,
0.6625,
0.6625,
0.55,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
0,
0,
0,
74.62686920166016,
0,
0,
0,
0,
0,
0,
0,
0,
149.2537384033203,
0,
74.62686920166016,
0,
149.2537384033203,
0,
0,
0,
0,
74.62686920166016,
0,
0,
0,
0,
0,
0,
74.62686920166016,
... | train | aaaaaoom-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaoom-1 | [
"VIM",
"SFTPC",
"SFTPD",
"CCN2",
"FN1",
"NAPSA",
"HIST1H1C",
"HLA-DRA",
"EPAS1",
"CD44",
"SPARCL1",
"ITGA3",
"PECAM1",
"KRT8",
"KLRB1",
"ITGB1",
"COL3A1",
"NUTF2",
"RNASE1",
"HSPA5",
"DCN",
"TOP1",
"LMAN1",
"RHOA",
"ATF4",
"AXIN2",
"PKM",
"DUOX1",
"KDR",
"MG... | [
8,
7,
3,
6,
603,
506,
507,
76,
225,
394,
260,
263,
193,
100,
530,
301,
431,
328,
316,
306,
136,
409,
469,
272,
169,
580,
346,
468,
46,
51,
438,
180,
312,
369,
433,
258,
253,
383,
23,
202,
504,
134,
135,
427,
483,
404,
618,
... | [
[
0,
1,
0,
1,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.85,
0.85,
0.85,
0.7,
0.7,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
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,
1666.6666259765625,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
75.75757598876953,
75.75757598876953,
0,
75.75757598876953,
0,
0,
227.27273559570312,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaanje-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaanje-1 | [
"ACTA2",
"VIM",
"ITGB1",
"FN1",
"EPAS1",
"RHOA",
"ZEB1",
"CTNNB1",
"AXL",
"YAP1",
"PECAM1",
"CSPG4",
"COL1A1",
"LGALS1",
"UBE2J1",
"ITGA3",
"STAT6",
"STAT1",
"HIST1H1C",
"SPCS3",
"SPARCL1",
"S100A8",
"SOX4",
"PDIA6",
"COL1A2",
"LUM",
"CD4",
"CD44",
"FGF7",
"... | [
8,
7,
3,
6,
14,
603,
306,
225,
193,
468,
621,
151,
52,
620,
431,
146,
134,
336,
594,
301,
544,
542,
260,
532,
530,
480,
528,
428,
135,
353,
97,
100,
221,
519,
224,
614,
394,
390,
389,
136,
231,
147,
556,
619,
45,
46,
427,
... | [
[
0,
0,
0,
1,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SMCs | THD0011 | [
1,
0.85,
0.7,
0.7,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1... |
[
[
0,
0,
243.90243530273438,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
162.60162353515625,
0,
81.30081176757812,
0,
0,
0,
0,
0,
81.30081176757812,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaaooa-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaooa-1 | [
"VIM",
"EPAS1",
"PECAM1",
"CD34",
"RHOA",
"PGC",
"SOD2",
"ITGB1",
"SPARCL1",
"IL7R",
"ACTA2",
"STAT1",
"DMBT1",
"CTNNB1",
"HLA-DQA1",
"IL32",
"ITGAV",
"MEG3",
"COL1A2",
"FN1",
"CD44",
"PTGDS",
"XBP1",
"WWTR1",
"WFDC2",
"SFTPD",
"SFTA2",
"ATF4",
"SFTPC",
"PTP... | [
8,
7,
3,
6,
603,
193,
431,
92,
468,
433,
526,
306,
530,
294,
14,
542,
177,
151,
261,
291,
304,
366,
135,
225,
100,
454,
619,
618,
610,
507,
504,
46,
506,
456,
258,
254,
594,
260,
197,
596,
602,
126,
238,
522,
273,
272,
620,
... | [
[
0,
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,
0,
0,... | gCap | THD0011 | [
1,
0.85,
0.7,
0.7,
0.7,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.4,
0.25,
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,
0,
52.6315803527832,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
263.15789794921875,
0,
0,
0,
52.6315803527832,
0,
0,
0,
0,
105.2631607055664,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | train | aaaaapoc-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaapoc-1 | [
"VIM",
"EPAS1",
"FN1",
"HIST1H1C",
"ITGB1",
"PECAM1",
"PTGDS",
"HERPUD1",
"SFTPD",
"MGST1",
"ATF4",
"IL7R",
"DMBT1",
"CTNNB1",
"SOD2",
"XBP1",
"KRT18",
"SFTPC",
"LUM",
"COL1A2",
"NAPSA",
"YAP1",
"NUTF2",
"HLA-DRA",
"PDGFRA",
"COL3A1",
"PGC",
"CD34",
"CST3",
... | [
8,
7,
3,
6,
603,
193,
225,
260,
306,
431,
454,
254,
507,
369,
46,
294,
177,
151,
526,
619,
324,
506,
353,
135,
394,
620,
409,
263,
424,
136,
433,
92,
147,
58,
194,
169,
530,
171,
275,
312,
304,
212,
197,
191,
261,
404,
332,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.9181818181818181,
0.8363636363636363,
0.7545454545454545,
0.6727272727272727,
0.5909090909090909,
0.509090909090909,
0.509090909090909,
0.509090909090909,
0.42727272727272725,
0.42727272727272725,
0.34545454545454546,
0.34545454545454546,
0.34545454545454546,
0.26363636363636367,
... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
119.04762268066406,
0,
0,
0,
0,
0,
0,
0,
0,
119.04762268066406,
0,
0,
0,
0,
0,
0,
238.09524536132812,
0,
0,
0,
0,
0,
0,
... | train | aaaaapnh-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaapnh-1 | [
"VIM",
"PECAM1",
"EPAS1",
"ITGB1",
"SOD2",
"MEG3",
"IL7R",
"LMAN1",
"CA4",
"STAT6",
"HSPA5",
"HIST1H1C",
"SFTPD",
"GNG11",
"CLDN5",
"RAMP2",
"RHOA",
"FN1",
"SFTA2",
"PGC",
"EHMT1",
"EPCAM",
"STAT1",
"LUM",
"HERPUD1",
"SOX4",
"DMBT1",
"FAS",
"CD44",
"SMAD4",
... | [
8,
7,
3,
6,
603,
431,
193,
306,
526,
366,
294,
346,
68,
544,
272,
260,
507,
238,
126,
459,
468,
225,
504,
433,
184,
194,
542,
353,
254,
528,
177,
206,
100,
519,
369,
401,
530,
556,
92,
280,
620,
58,
301,
296,
293,
46,
263
] | [
[
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
],
[
1... | aCap | THD0011 | [
1,
0.82,
0.64,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,... |
[
[
0,
0,
87.71929931640625,
0,
0,
0,
0,
0,
0,
58.479530334472656,
0,
0,
0,
0,
146.19882202148438,
0,
0,
0,
146.19882202148438,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
29.239765167236328,
0,
0,... | train | aaaaapnm-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaapnm-1 | [
"SFTPD",
"PGC",
"SFTPC",
"MGST1",
"DMBT1",
"NAPSA",
"RHOA",
"DUOX1",
"HLA-DRA",
"SOD2",
"CD44",
"NKX2-1",
"EPCAM",
"LAMP3",
"FN1",
"HIST1H1C",
"VIM",
"SFTA2",
"YAP1",
"ITGB1",
"ATF4",
"AXIN2",
"LUM",
"CST3",
"SPRY2",
"CCN2",
"PDIA4",
"EPAS1",
"PPARG",
"SPCS3... | [
8,
7,
3,
6,
507,
433,
506,
369,
177,
394,
468,
180,
263,
526,
100,
404,
194,
332,
225,
260,
603,
504,
620,
306,
46,
51,
353,
147,
537,
76,
427,
193,
448,
532,
426,
424,
544,
135,
324,
619,
580,
596,
14,
276,
136,
515,
328,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9357142857142858,
0.8714285714285716,
0.8071428571428572,
0.8071428571428572,
0.7428571428571429,
0.6785714285714286,
0.6142857142857143,
0.55,
0.55,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.4214285714285715,
0.4214285714285715,
0.357... |
[
[
0,
0,
0,
0,
102.56410217285156,
0,
0,
102.56410217285156,
0,
0,
0,
0,
0,
0,
461.5384521484375,
0,
51.28205108642578,
0,
51.28205108642578,
0,
0,
0,
0,
51.28205108642578,
0,
0,
0,
0,
0,
0,
0,... | train | aaaaapoa-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaapoa-1 | [
"PGC",
"SFTPD",
"DMBT1",
"ATF4",
"NAPSA",
"CD44",
"DUOX1",
"NKX2-1",
"DCN",
"VIM",
"LAMP3",
"ITGB1",
"SFTPC",
"CFTR",
"SMAD4",
"SPARCL1",
"LUM",
"HLA-DRA",
"MGST1",
"RHOA",
"YAP1",
"EPAS1",
"KRT18",
"SOD2",
"AKR1C1",
"HSPA5",
"EHMT1",
"GKN2",
"COL1A2",
"MSLN... | [
8,
7,
3,
6,
433,
507,
177,
46,
394,
100,
180,
404,
169,
603,
332,
306,
506,
120,
519,
530,
353,
263,
369,
468,
620,
193,
324,
526,
26,
272,
184,
234,
135,
384,
194,
22,
147,
428,
225,
420,
438,
427,
383,
258,
197,
171,
454,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
1,
0,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9,
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,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
112.35955047607422,
112.35955047607422,
0,
0,
0,
0,
0,
0,
0,
0,
112.35955047607422,
0,
0,
0,
0,
0,
0,
112.35955047607422,
0,
0,
0,
0,
... | train | aaaaapno-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaapno-1 | [
"EPAS1",
"VIM",
"FN1",
"SPARCL1",
"CD274",
"ITGB1",
"HERPUD1",
"PECAM1",
"COL1A2",
"PTGDS",
"PDGFRA",
"CLDN5",
"KDR",
"WWTR1",
"GNG11",
"DCN",
"EGFR",
"ERLEC1",
"FGF2",
"CD44",
"CTNNB1",
"HIF1A",
"IL7R",
"HYOU1",
"YAP1",
"CD4",
"LUM",
"MGST1",
"NFKB1",
"PDGF... | [
8,
7,
3,
6,
193,
603,
225,
530,
89,
306,
254,
431,
135,
454,
424,
126,
312,
618,
238,
169,
182,
197,
220,
100,
151,
258,
294,
273,
620,
97,
353,
369,
400,
425,
468,
515,
529,
537,
551,
260,
300,
621,
76,
46,
58,
68,
45
] | [
[
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,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
[
1... | gCap | 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,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.... |
[
[
0,
0,
136.05442810058594,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
136.05442810058594,
0,
0,
0,
68.02721405029297,
136.05442810058594,
68.02721405029297,
0,
68.02721405029297,
0,
0,
0,
68.02721405029297,
0,
... | train | aaaaaolh-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaolh-1 | [
"SPARCL1",
"VIM",
"LUM",
"FN1",
"DCN",
"COL3A1",
"COL1A2",
"YAP1",
"PTGDS",
"PDGFRA",
"HIF1A",
"SOD2",
"KDR",
"HIST1H1C",
"RHOA",
"SPRY2",
"CST3",
"LPAR1",
"AXL",
"IDH1",
"MGST1",
"ATF4",
"WNT2",
"ITGB1",
"PDGFRB",
"EPAS1",
"ACTA2",
"RTKN2",
"CEACAM6",
"STAT... | [
8,
7,
3,
6,
530,
603,
353,
225,
169,
136,
135,
620,
454,
424,
258,
526,
312,
260,
468,
537,
147,
348,
52,
276,
369,
46,
612,
306,
425,
193,
14,
473,
117,
544,
507,
151,
523,
231,
102,
224,
483,
146,
358,
264,
100,
469,
619,
... | [
[
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,... | Proliferating Mesenchymal | THD0011 | [
1,
0.9,
0.8,
0.7000000000000001,
0.6,
0.6,
0.6,
0.5,
0.5,
0.5,
0.4,
0.4,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1... |
[
[
0,
0,
208.3333282470703,
0,
0,
138.88888549804688,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
694.4444580078125,... | train | aaaaaokn-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaokn-1 | [
"VIM",
"LUM",
"CCN2",
"FN1",
"COL3A1",
"DCN",
"PDGFRA",
"ITGB1",
"COL1A2",
"SOD2",
"ITGA3",
"CST3",
"ZEB1",
"ACTA2",
"RHOA",
"COL1A1",
"GSR",
"ITGAV",
"PTGDS",
"SPARCL1",
"SNCA",
"STAT6",
"SNAI2",
"AIF1",
"CD14",
"CTNNB1",
"SPCS3",
"SPCS2",
"HMOX1",
"DMBT1",... | [
8,
7,
3,
6,
603,
353,
76,
225,
136,
169,
424,
306,
135,
526,
301,
147,
621,
14,
468,
134,
247,
304,
454,
530,
524,
544,
523,
23,
80,
151,
532,
531,
266,
177,
102,
261,
193,
258,
255,
389,
117,
379,
100,
97,
276,
409,
312,
... | [
[
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,
0.9,
0.8,
0.8,
0.7000000000000001,
0.7000000000000001,
0.6,
0.5,
0.4,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
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,
0,
0,
0,
49.261085510253906,
98.52217102050781,
0,
0,
0,
0,
197.04434204101562,
0,
0,
0,
147.78326416015625,
0,
49.261085510253906,
0,
0,
49.261085510253906,
0,
0,
0,
0,
0,
0,
... | train | aaaaaolp-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaolp-1 | [
"RTKN2",
"SFTPD",
"LUM",
"VIM",
"NKX2-1",
"CCN2",
"HIST1H1C",
"COL1A2",
"ICAM1",
"FN1",
"IFIT2",
"EPCAM",
"ATF4",
"CEACAM6",
"EGFR",
"SPARCL1",
"DCN",
"CST3",
"SOD2",
"COL4A3",
"VEGFA",
"PTGDS",
"NAPSA",
"EPAS1",
"RHOA",
"AXIN2",
"ITGA3",
"ITGB1",
"KDR",
"KR... | [
8,
7,
3,
6,
473,
507,
353,
603,
404,
76,
260,
135,
275,
225,
279,
194,
46,
117,
182,
530,
169,
147,
526,
137,
602,
454,
394,
193,
468,
51,
301,
306,
312,
328,
177,
263,
151,
31,
136,
180,
369,
490,
504,
514,
590,
619,
116,
... | [
[
0,
1,
0,
0,
1,
1,
0,
0,
0,
1,
0,
0,
0,
1,
1,
0,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT1 | THD0011 | [
1,
0.8875,
0.8875,
0.775,
0.6625,
0.6625,
0.55,
0.55,
0.55,
0.55,
0.4375,
0.4375,
0.4375,
0.4375,
0.4375,
0.4375,
0.4375,
0.4375,
0.4375,
0.4375,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.2125000000000... |
[
[
0,
0,
653.0612182617188,
40.81632614135742,
0,
0,
0,
0,
0,
0,
0,
0,
0,
40.81632614135742,
204.08163452148438,
0,
0,
40.81632614135742,
0,
0,
0,
0,
0,
0,
0,
0,
40.81632614135742,
0,
0,
0,
0,
... | train | aaaaaold-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaold-1 | [
"VIM",
"SPARCL1",
"EPAS1",
"ACTA2",
"PECAM1",
"ITGB1",
"HIST1H1C",
"HERPUD1",
"GNG11",
"FN1",
"ATF4",
"RHOA",
"HEY1",
"FAS",
"STAT1",
"RNASE1",
"CCN2",
"ZEB1",
"CST3",
"SOX4",
"YAP1",
"PKM",
"NFKB1",
"SOD2",
"CD34",
"ICAM1",
"MANF",
"SPCS3",
"UBE2J1",
"CTNNB... | [
8,
7,
3,
6,
603,
530,
193,
14,
431,
306,
260,
254,
238,
225,
46,
468,
257,
206,
542,
469,
76,
621,
147,
528,
620,
438,
400,
526,
92,
275,
360,
532,
594,
151,
136,
590,
618,
45,
401,
97,
100,
102,
247,
353,
522,
135,
134,
4... | [
[
0,
1,
1,
1,
1,
1,
0,
0,
1,
1,
0,
1,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Arteriole | THD0011 | [
1,
0.9181818181818181,
0.8363636363636363,
0.7545454545454545,
0.6727272727272727,
0.5909090909090909,
0.509090909090909,
0.42727272727272725,
0.42727272727272725,
0.42727272727272725,
0.42727272727272725,
0.34545454545454546,
0.34545454545454546,
0.26363636363636367,
0.26363636363636367... |
[
[
0,
0,
145.9853973388672,
0,
0,
0,
0,
0,
0,
72.9926986694336,
0,
0,
0,
0,
218.97808837890625,
0,
72.9926986694336,
0,
72.9926986694336,
0,
0,
0,
0,
72.9926986694336,
0,
0,
0,
0,
0,
0,
291.970... | train | aaaaaoma-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaoma-1 | [
"VIM",
"EPAS1",
"PECAM1",
"DMBT1",
"CCN2",
"LUM",
"IL7R",
"CA4",
"CD44",
"SPARCL1",
"FCN3",
"SOD2",
"DCN",
"SFTPD",
"ATF4",
"MGST1",
"RHOA",
"HLA-DRA",
"HIST1H1C",
"GSR",
"NHSL2",
"FN1",
"KDR",
"ERLEC1",
"ACTA2",
"WWTR1",
"SFTPC",
"FAS",
"EHMT1",
"HERPUD1",
... | [
8,
7,
3,
6,
603,
193,
431,
177,
76,
353,
294,
68,
100,
530,
217,
526,
169,
507,
46,
369,
468,
263,
260,
247,
401,
225,
312,
197,
14,
618,
506,
206,
184,
254,
258,
266,
151,
272,
596,
273,
528,
301,
522,
514,
480,
469,
448,
... | [
[
0,
1,
1,
1,
1,
1,
0,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.8714285714285716,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
... |
[
[
0,
0,
1417.0040283203125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
121.45748901367188,
0,
0,
0,
40.4858283996582,
202.42913818359375,
0,
40.4858283996582,
0,
40.4858283996582,
0,
0,
80.9716567993164,
0,
0,
... | train | aaaaaolc-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaolc-1 | [
"ACTA2",
"VIM",
"SPARCL1",
"ITGB1",
"FN1",
"CSPG4",
"COL1A2",
"RHOA",
"EPAS1",
"HIST1H1C",
"YAP1",
"AXL",
"PECAM1",
"HIF1A",
"CCN2",
"STAT6",
"CST3",
"ATF4",
"COL3A1",
"SLC25A4",
"LMAN1",
"SPRY2",
"SOD2",
"COL1A1",
"VEGFA",
"PDGFRB",
"WWTR1",
"XBP1",
"GNG11",
... | [
8,
7,
3,
6,
14,
603,
530,
306,
225,
146,
135,
468,
193,
260,
620,
52,
431,
258,
76,
544,
147,
46,
136,
515,
346,
537,
526,
134,
602,
425,
618,
619,
238,
247,
389,
97,
353,
221,
341,
424,
304,
61,
182,
102,
301,
58,
184,
40... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Fibroblasts | THD0011 | [
1,
0.9181818181818181,
0.8363636363636363,
0.7545454545454545,
0.6727272727272727,
0.5909090909090909,
0.509090909090909,
0.509090909090909,
0.509090909090909,
0.42727272727272725,
0.42727272727272725,
0.42727272727272725,
0.42727272727272725,
0.34545454545454546,
0.34545454545454546,
... |
[
[
0,
0,
109.89010620117188,
0,
0,
109.89010620117188,
0,
0,
0,
109.89010620117188,
0,
54.94505310058594,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
54.94505310058594,
0,
0,
0,
0,
0,
0,
0,
0,
0,
329... | train | aaaaaomi-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaomi-1 | [
"VIM",
"MARCO",
"CCL2",
"PLIN2",
"FCER1G",
"RHOA",
"PKM",
"PDIA4",
"CCL18",
"HMOX1",
"PDIA3",
"IDH1",
"HSPA5",
"CD68",
"HLA-DRA",
"HAVCR2",
"IL7R",
"ITGB1",
"PGC",
"EPAS1",
"ACTA2",
"AIF1",
"MRC1",
"LYZ",
"TREM2",
"ANKRD28",
"MYDGF",
"DMBT1",
"PPARG",
"HERPU... | [
8,
7,
3,
6,
603,
362,
72,
442,
211,
468,
438,
427,
71,
266,
426,
276,
272,
102,
263,
253,
294,
306,
433,
193,
14,
23,
379,
357,
586,
31,
390,
177,
448,
254,
304,
494,
506,
507,
116,
513,
514,
157,
481,
335,
431,
258,
425,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
1,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | T-cells | THD0011 | [
1,
0.9099999999999999,
0.82,
0.73,
0.73,
0.64,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.37,
0.37,
0.28,
0.28,
0.28,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19... |
[
[
0,
0,
558.1395263671875,
46.511627197265625,
0,
139.53488159179688,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
46.511627197265625,
0,
0,
0,
46.511627197265625,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | train | aaaaanon-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaanon-1 | [
"VIM",
"ACTA2",
"SOD2",
"SPARCL1",
"ITGB1",
"HIST1H1C",
"HSPA5",
"RHOA",
"HMOX1",
"ICAM1",
"EPAS1",
"SMAD4",
"CST3",
"LUM",
"FN1",
"PKM",
"PDIA3",
"SPCS2",
"CTNNB1",
"AIF1",
"UBE2J1",
"XBP1",
"PLIN2",
"CCN2",
"DDIT3",
"COL1A2",
"SSR3",
"STAT6",
"PTGDS",
"TTC... | [
8,
7,
3,
6,
603,
14,
526,
530,
306,
260,
272,
468,
266,
275,
193,
519,
147,
353,
225,
438,
426,
531,
151,
23,
594,
619,
442,
76,
171,
135,
541,
544,
454,
590,
263,
316,
310,
328,
336,
469,
296,
456,
346,
357,
358,
276,
182,
... | [
[
0,
1,
1,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.9,
0.9,
0.9,
0.8,
0.7000000000000001,
0.7000000000000001,
0.7000000000000001,
0.6,
0.6,
0.5,
0.5,
0.5,
0.5,
0.5,
0.4,
0.4,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,... |
[
[
0,
0,
550.458740234375,
0,
0,
275.2293701171875,
0,
0,
0,
0,
0,
0,
0,
0,
275.2293701171875,
91.74311828613281,
91.74311828613281,
0,
0,
0,
0,
91.74311828613281,
91.74311828613281,
0,
0,
0,
0,
0,
0,
... | train | aaaaanoi-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaanoi-1 | [
"MS4A7",
"ACTA2",
"HERPUD1",
"FN1",
"HMOX1",
"MRC1",
"HIF1A",
"SPARCL1",
"LYZ",
"VIM",
"AIF1",
"CD68",
"EREG",
"ATF4",
"HMGA1",
"CD86",
"HSPA5",
"PDIA4",
"ITGAM",
"ITGAX",
"ITGB1",
"PDIA3",
"CTNNB1",
"STAT6",
"HLA-DRA",
"HLA-DQA1",
"HIST1H1C",
"SPCS3",
"SPCS2"... | [
8,
7,
3,
6,
383,
14,
254,
225,
266,
379,
258,
530,
357,
603,
23,
102,
196,
46,
264,
109,
272,
427,
303,
305,
306,
426,
151,
544,
263,
261,
260,
532,
531,
431,
481,
526,
438,
362,
514,
420,
409,
92,
242,
428,
590,
48,
57,
5... | [
[
0,
0,
0,
1,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Interstitial Macrophages | THD0011 | [
1,
0.85,
0.85,
0.85,
0.7,
0.7,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
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,
28.818443298339844,
0,
115.27377319335938,
28.818443298339844,
0,
0,
0,
0,
28.818443298339844,
144.09222412109375,
0,
28.818443298339844,
0,
28.818443298339844,
0,
0,
57.63688659667969,
0,
0,
0,
... | train | aaaaanpi-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaanpi-1 | [
"VIM",
"HLA-DRA",
"CCL18",
"MARCO",
"CD68",
"LYZ",
"RNASE1",
"RHOA",
"PKM",
"MS4A7",
"SPP1",
"PLIN2",
"CTNNB1",
"HMOX1",
"FABP4",
"IDH1",
"CCL2",
"ATF4",
"CD44",
"HLA-DQA1",
"FCER1G",
"SFTPD",
"AKR1C1",
"HSPA5",
"EPAS1",
"ITGAX",
"XBP1",
"MRC1",
"GPR183",
"P... | [
8,
7,
3,
6,
603,
263,
71,
362,
102,
357,
469,
468,
438,
383,
536,
442,
151,
266,
202,
276,
72,
46,
100,
261,
211,
507,
26,
272,
193,
305,
619,
379,
242,
427,
66,
117,
290,
109,
544,
336,
515,
473,
531,
171,
163,
147,
526,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
1,
0,
0,
0,
0,
0,
1,
0,
1,
1,
0,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SPP1+ Macrophages | THD0011 | [
1,
0.9307692307692308,
0.8615384615384616,
0.7923076923076923,
0.7230769230769231,
0.6538461538461539,
0.5846153846153846,
0.5153846153846154,
0.5153846153846154,
0.5153846153846154,
0.5153846153846154,
0.4461538461538461,
0.4461538461538461,
0.3769230769230769,
0.3769230769230769,
0.3... |
[
[
0,
0,
622.22216796875,
0,
0,
0,
0,
0,
0,
44.44444274902344,
0,
0,
0,
0,
266.6666564941406,
88.88888549804688,
44.44444274902344,
0,
44.44444274902344,
44.44444274902344,
0,
0,
0,
133.3333282470703,
0,
0,
0,... | train | aaaaanop-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaanop-1 | [
"VIM",
"ACTA2",
"SPARCL1",
"PECAM1",
"FN1",
"RHOA",
"ITGB1",
"ATF4",
"HIF1A",
"PDIA4",
"EPAS1",
"SOD2",
"NFKB1",
"LGALS1",
"PDIA3",
"HMGA1",
"CTNNB1",
"SEC11C",
"MANF",
"BCL2L1",
"SPRY2",
"SSR3",
"STAT6",
"CD34",
"COL1A2",
"SELENOS",
"IL32",
"GNG11",
"GCLM",
... | [
8,
7,
3,
6,
603,
14,
530,
431,
225,
468,
306,
46,
258,
427,
193,
526,
400,
336,
426,
264,
151,
490,
360,
58,
537,
541,
544,
92,
135,
494,
291,
238,
231,
450,
272,
620,
523,
47,
619,
596,
618,
594,
304,
48,
126,
133,
134,
1... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Venous | THD0011 | [
1,
0.9099999999999999,
0.82,
0.73,
0.64,
0.64,
0.64,
0.5499999999999999,
0.5499999999999999,
0.45999999999999996,
0.37,
0.37,
0.37,
0.37,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
... |
[
[
0,
0,
129.87013244628906,
194.80520629882812,
0,
64.93506622314453,
0,
0,
0,
0,
0,
0,
0,
0,
64.93506622314453,
64.93506622314453,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
64.93506622314453,
0,
0,
0,
0,... | train | aaaaaoab-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaoab-1 | [
"EPAS1",
"VIM",
"RNASE1",
"NAPSA",
"SPARCL1",
"PECAM1",
"SFTPD",
"CEACAM6",
"PDIA3",
"RHOA",
"KRT8",
"HERPUD1",
"FN1",
"ITGB1",
"WWTR1",
"AGER",
"XBP1",
"MGST1",
"LUM",
"IFIT2",
"MANF",
"SEC11C",
"HIST1H1C",
"ICAM1",
"CD44",
"ACTA2",
"EPCAM",
"KRT18",
"PTGDS",... | [
8,
7,
3,
6,
193,
603,
469,
394,
530,
431,
507,
117,
426,
468,
328,
254,
225,
306,
618,
21,
619,
369,
353,
279,
360,
490,
260,
275,
100,
14,
194,
324,
454,
151,
147,
528,
442,
526,
102,
182,
211,
448,
116,
409,
506,
504,
247,... | [
[
0,
1,
1,
1,
0,
1,
1,
1,
1,
0,
0,
0,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | not available | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.7428571428571429,
0.6142857142857143,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
... |
[
[
0,
0,
111.52416229248047,
37.174720764160156,
0,
37.174720764160156,
0,
0,
0,
0,
0,
0,
0,
0,
148.69888305664062,
0,
37.174720764160156,
0,
74.34944152832031,
37.174720764160156,
0,
0,
0,
37.174720764160156,
0,
... | train | aaaaanpp-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaanpp-1 | [
"VIM",
"FN1",
"LUM",
"EPAS1",
"CCN2",
"DCN",
"SPARCL1",
"COL1A2",
"PTGDS",
"HIST1H1C",
"RHOA",
"PECAM1",
"ITGB1",
"LMAN1",
"SOD2",
"ATF4",
"PDIA3",
"COL3A1",
"PLIN2",
"IL7R",
"PDGFRA",
"HLA-DRA",
"HERPUD1",
"EHMT1",
"CTNNB1",
"ACTA2",
"HSPA5",
"YAP1",
"CD44",
... | [
8,
7,
3,
6,
603,
225,
353,
193,
76,
169,
530,
135,
454,
260,
468,
431,
306,
346,
526,
46,
426,
136,
442,
294,
424,
263,
254,
184,
151,
14,
272,
620,
100,
258,
206,
358,
97,
134,
51,
542,
438,
60,
428,
507,
619,
425,
182,
5... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
1,
0,
0,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Alveolar FBs | THD0011 | [
1,
0.9249999999999999,
0.85,
0.7749999999999999,
0.7,
0.625,
0.625,
0.5499999999999999,
0.5499999999999999,
0.475,
0.475,
0.4,
0.4,
0.4,
0.32499999999999996,
0.32499999999999996,
0.32499999999999996,
0.32499999999999996,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.2... |
[
[
0,
0,
112.35955047607422,
112.35955047607422,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
112.35955047607422,
0,
0,
0,
0,
0,
0,
0,
0,
112.35955047607422,
0,
0,
337.0786437988281,
0,
0,
0,
224.719100952148... | train | aaaaaobk-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaobk-1 | [
"VIM",
"EPAS1",
"SOD2",
"PECAM1",
"RNASE1",
"ICAM1",
"ITGB1",
"BMPR2",
"IL7R",
"CA4",
"FN1",
"TTC19",
"RHOA",
"CEACAM6",
"KRT18",
"FGF2",
"TGFB2",
"NUTF2",
"HSPA5",
"NUCB2",
"CD274",
"HIST1H1C",
"COL1A2",
"HEY1",
"CD34",
"CLDN5",
"SEC11C",
"NAPSA",
"CD68",
"... | [
8,
7,
3,
6,
603,
193,
526,
431,
469,
275,
306,
61,
294,
68,
225,
590,
468,
117,
324,
220,
557,
409,
272,
408,
89,
260,
135,
257,
92,
126,
490,
394,
102,
515,
136,
514,
151,
46,
14,
21,
428,
180,
446,
610,
296,
596,
594,
23... | [
[
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
1,
0.82,
0.64,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
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,
130.7189483642578,
130.7189483642578,
0,
0,
0,
0,
65.3594741821289,
261.4378967285156,
0,
65.3594741821289,
0,
0,
0,
0,
0,
0,
65.3594741821289,
0,
0,
0,
0,
65.3594741821289,
... | train | aaaaanpb-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaanpb-1 | [
"VIM",
"LYZ",
"HMOX1",
"HLA-DRA",
"SOD2",
"PLIN2",
"HSPA5",
"MS4A7",
"ATF4",
"IRF1",
"XBP1",
"RHOA",
"PKM",
"MARCO",
"MGST1",
"FN1",
"IDH1",
"ITGB1",
"HMGA1",
"CTNNB1",
"CD68",
"CD44",
"CST3",
"PCNA",
"HLA-DQA1",
"SPCS3",
"GSR",
"AKR1C2",
"AKR1C1",
"SSR3",
... | [
8,
7,
3,
6,
603,
357,
266,
263,
526,
442,
272,
383,
46,
296,
619,
468,
438,
362,
369,
225,
276,
306,
264,
151,
102,
100,
147,
420,
261,
532,
247,
27,
26,
541,
80,
273,
519,
537,
253,
135,
390,
250,
87,
134,
260,
231,
336,
... | [
[
0,
1,
1,
1,
1,
1,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SPP1+ Macrophages | THD0011 | [
1,
0.8875,
0.8875,
0.775,
0.6625,
0.55,
0.4375,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
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,
53.47593688964844,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
374.33154296875,
0,
0,
0,
0,
0,
0,
0,
53.47593688964844,
0,
0,
0,
213.90374755859375,
0,
0,
0,
0,
0,
0,
53.4759368896484... | train | aaaaaoam-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaoam-1 | [
"VIM",
"EPAS1",
"ATF4",
"SPARCL1",
"HLA-DRA",
"CXCR4",
"CD44",
"CD8A",
"IL7R",
"PDIA3",
"PECAM1",
"BMPR2",
"ITGB1",
"CD2",
"HIST1H1C",
"DCN",
"FN1",
"SFTPD",
"TRAC",
"STAT6",
"SOD2",
"PDGFRA",
"RHOA",
"PKM",
"HIF1A",
"TGFB1",
"CTNNB1",
"PTPRC",
"CD69",
"LUM"... | [
8,
7,
3,
6,
603,
193,
46,
530,
263,
163,
100,
110,
294,
426,
431,
61,
306,
85,
260,
169,
225,
507,
585,
544,
526,
424,
468,
438,
258,
556,
151,
456,
103,
353,
427,
619,
334,
620,
328,
133,
212,
448,
184,
596,
409,
117,
513,
... | [
[
0,
1,
0,
0,
0,
1,
1,
1,
0,
1,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | T-cells | THD0011 | [
1,
0.8875,
0.775,
0.775,
0.775,
0.775,
0.6625,
0.6625,
0.6625,
0.6625,
0.55,
0.4375,
0.4375,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.2... |
[
[
0,
0,
68.96551513671875,
0,
0,
206.89654541015625,
0,
0,
0,
68.96551513671875,
0,
0,
0,
0,
68.96551513671875,
0,
0,
68.96551513671875,
0,
0,
0,
0,
0,
0,
0,
0,
68.96551513671875,
0,
0,
0,
0,
... | train | aaaaaobj-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaobj-1 | [
"SOD2",
"FN1",
"LUM",
"VIM",
"CCN2",
"COL3A1",
"COL1A2",
"DMBT1",
"PKM",
"SFTPD",
"SPARCL1",
"SFTA2",
"AIF1",
"PDGFRA",
"PTGDS",
"DCN",
"EPCAM",
"PGC",
"COL1A1",
"PDIA4",
"SPCS3",
"EPAS1",
"PDIA3",
"WWTR1",
"IL4R",
"PTPRC",
"HIST1H1C",
"GCLM",
"UGDH",
"HERPU... | [
8,
7,
3,
6,
526,
225,
353,
603,
76,
136,
135,
177,
438,
507,
530,
504,
23,
424,
454,
169,
194,
433,
134,
427,
532,
193,
426,
618,
293,
456,
260,
231,
597,
254,
100,
50,
468,
369,
151,
515,
401,
590,
494,
324,
488,
263,
542,
... | [
[
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,... | Fibroblasts | THD0011 | [
1,
1,
0.9,
0.8,
0.7000000000000001,
0.6,
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,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
118.34319305419922,
0,
59.17159652709961,
0,
0,
0,
0,
0,
0,
0,
0,
0,
236.68638610839844,
0,
0,
59.17159652709961,
0,
0,
0,
0,
0,
177.51478576660156,
0,
0,
177.51478576660156,
0,
0,
0,
... | train | aaaaanbj-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaanbj-1 | [
"EPAS1",
"VIM",
"IL7R",
"DCN",
"CA4",
"PECAM1",
"CTNNB1",
"SPARCL1",
"ATF4",
"CD34",
"FN1",
"BMPR2",
"UBE2J1",
"COL1A2",
"BCL2L1",
"NUCB2",
"RHOA",
"HIST1H1C",
"IFIT1",
"CCN2",
"SSR3",
"CD274",
"DMBT1",
"PDIA3",
"FCN3",
"LUM",
"GCLM",
"NHSL2",
"PDGFRA",
"HSP... | [
8,
7,
3,
6,
193,
603,
294,
169,
68,
431,
151,
530,
46,
92,
225,
61,
594,
135,
58,
408,
468,
260,
278,
76,
541,
89,
177,
426,
217,
353,
231,
401,
424,
272,
147,
427,
619,
306,
14,
618,
494,
522,
50,
257,
515,
255,
254,
384,... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.8875,
0.775,
0.6625,
0.6625,
0.6625,
0.55,
0.55,
0.4375,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.2125000000000... |
[
[
0,
0,
0,
62.89308166503906,
0,
0,
0,
125.78616333007812,
125.78616333007812,
0,
0,
0,
0,
0,
125.78616333007812,
125.78616333007812,
0,
0,
62.89308166503906,
125.78616333007812,
188.6792449951172,
0,
0,
0,
0,
0,... | train | aaaaaoal-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaoal-1 | [
"VIM",
"ICAM1",
"DUOX1",
"NKX2-1",
"KRT18",
"PGC",
"CTNNB1",
"XBP1",
"PDIA3",
"FN1",
"SFTA2",
"BANK1",
"TOP1",
"EPAS1",
"UBE2J1",
"SFTPD",
"SPARCL1",
"RNASE1",
"CEACAM6",
"MGST1",
"ITGA3",
"SPCS2",
"HERPUD1",
"DCN",
"SOD2",
"AXL",
"WWTR1",
"PDIA4",
"PCNA",
"... | [
8,
7,
3,
6,
603,
275,
180,
404,
324,
433,
151,
619,
426,
225,
504,
54,
580,
193,
594,
507,
530,
469,
117,
369,
301,
531,
254,
169,
526,
52,
618,
427,
420,
47,
26,
46,
27,
197,
306,
182,
519,
516,
514,
431,
120,
379,
178,
1... | [
[
0,
0,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Transitional AT2 | THD0011 | [
1,
0.85,
0.85,
0.7,
0.7,
0.7,
0.7,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.4,
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,
0.25,
0.1,
0... |
[
[
0,
0,
95.69377899169922,
0,
0,
47.84688949584961,
0,
47.84688949584961,
0,
0,
0,
0,
0,
0,
47.84688949584961,
0,
0,
47.84688949584961,
0,
0,
0,
0,
47.84688949584961,
47.84688949584961,
0,
0,
143.540664672851... | train | aaaaaoag-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaoag-1 | [
"VIM",
"EPAS1",
"LUM",
"DCN",
"SPARCL1",
"PTGDS",
"FN1",
"COL1A2",
"RHOA",
"PDGFRA",
"ITGB1",
"COL3A1",
"FCGBP",
"IL7R",
"CLDN5",
"HLA-DRA",
"CD44",
"PECAM1",
"XBP1",
"FCN3",
"BMPR2",
"ZEB1",
"MRC1",
"HERPUD1",
"HIST1H1C",
"CTNNB1",
"ICAM1",
"ACTA2",
"CST3",
... | [
8,
7,
3,
6,
603,
193,
353,
169,
530,
454,
225,
135,
468,
424,
306,
136,
212,
294,
126,
263,
100,
431,
619,
217,
61,
621,
379,
254,
260,
151,
275,
14,
147,
408,
80,
358,
357,
428,
348,
336,
163,
182,
184,
483,
57,
507,
324,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
1,
0,
0,
0,
0,
0,
1,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.9099999999999999,
0.82,
0.73,
0.64,
0.64,
0.5499999999999999,
0.45999999999999996,
0.37,
0.37,
0.37,
0.37,
0.37,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19... |
[
[
0,
0,
0,
34.12969207763672,
0,
34.12969207763672,
0,
34.12969207763672,
0,
68.25938415527344,
0,
0,
0,
0,
238.9078369140625,
0,
0,
0,
0,
0,
34.12969207763672,
34.12969207763672,
0,
0,
0,
0,
34.1296920776367... | train | aaaaaobc-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaobc-1 | [
"SFTPD",
"SFTPC",
"SOD2",
"NAPSA",
"XBP1",
"LUM",
"VIM",
"DCN",
"RHOA",
"PGC",
"MGST1",
"EPAS1",
"SFTA2",
"ATF4",
"CD44",
"HLA-DRA",
"PTGDS",
"FN1",
"SPARCL1",
"ITGB1",
"ERLEC1",
"ICAM1",
"RNASE1",
"NKX2-1",
"HSPA5",
"HIST1H1C",
"HYOU1",
"SAA2",
"KRT8",
"PDG... | [
8,
7,
3,
6,
507,
506,
526,
394,
619,
353,
603,
169,
468,
433,
369,
193,
504,
46,
100,
263,
454,
225,
530,
306,
197,
275,
469,
404,
272,
260,
273,
483,
328,
424,
135,
531,
182,
184,
426,
177,
324,
194,
180,
408,
431,
31,
428,... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
0,
0,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9400000000000001,
0.88,
0.8200000000000001,
0.76,
0.7000000000000001,
0.7000000000000001,
0.64,
0.5800000000000001,
0.52,
0.52,
0.4600000000000001,
0.4600000000000001,
0.4600000000000001,
0.4600000000000001,
0.4,
0.4,
0.4,
0.34,
0.34,
0.28,
0.28,
0.28,
0.28,
0.22... |
[
[
0,
0,
0,
0,
80,
0,
0,
0,
0,
0,
0,
0,
0,
0,
160,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
80,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
80,
0,
0,
0,
0,
0,
0,
... | train | aaaaanbo-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaanbo-1 | [
"SFTPD",
"EPAS1",
"SPARCL1",
"RHOA",
"PECAM1",
"PGC",
"VIM",
"LUM",
"NAPSA",
"PTGDS",
"EPCAM",
"SOD2",
"FN1",
"ATF4",
"HIST1H1C",
"MGST1",
"LPAR2",
"RNASE1",
"ITGB1",
"LAMP3",
"CTHRC1",
"KRT8",
"RTKN2",
"GSR",
"S100A9",
"SFRP4",
"SFTPC",
"ITGAV",
"SLC25A4",
... | [
8,
7,
3,
6,
507,
193,
530,
468,
431,
433,
603,
353,
394,
454,
194,
526,
225,
46,
260,
369,
349,
469,
306,
332,
149,
328,
473,
247,
481,
503,
506,
304,
515,
100,
135,
459,
442,
456,
448,
177,
182,
184,
90,
275,
426,
425,
420,... | [
[
0,
1,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.7428571428571429,
0.6142857142857143,
0.6142857142857143,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.... |
[
[
0,
0,
45.35147476196289,
0,
0,
22.675737380981445,
0,
45.35147476196289,
0,
22.675737380981445,
0,
0,
0,
45.35147476196289,
90.70294952392578,
0,
22.675737380981445,
45.35147476196289,
0,
22.675737380981445,
22.675737380981445,
... | train | aaaaaobg-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaobg-1 | [
"LUM",
"FN1",
"VIM",
"HIST1H1C",
"SOD2",
"DCN",
"PTGDS",
"DMBT1",
"EPAS1",
"RHOA",
"PGC",
"SFTA2",
"CTNNB1",
"COL3A1",
"SFTPC",
"COL1A2",
"PDIA3",
"SFTPD",
"SPARCL1",
"CFTR",
"ITGB1",
"PDGFRA",
"TOP1",
"PPARG",
"KRT8",
"ATF4",
"CD69",
"KRT18",
"PDGFRB",
"TBX... | [
8,
7,
3,
6,
353,
225,
603,
260,
526,
169,
454,
177,
193,
468,
433,
504,
151,
136,
506,
135,
426,
507,
530,
120,
306,
424,
580,
448,
328,
46,
103,
324,
425,
551,
544,
537,
531,
431,
408,
263,
519,
620,
147,
469,
428,
394,
294... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
0,
0,
0,
1,
0,
1,
0,
1,
0,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
1,
0,... | Alveolar FBs | THD0011 | [
1,
0.9400000000000001,
0.88,
0.8200000000000001,
0.76,
0.7000000000000001,
0.7000000000000001,
0.64,
0.5800000000000001,
0.5800000000000001,
0.5800000000000001,
0.52,
0.52,
0.4600000000000001,
0.4600000000000001,
0.4600000000000001,
0.4,
0.4,
0.4,
0.4,
0.4,
0.34,
0.34,
... |
[
[
0,
0,
32.78688430786133,
98.36065673828125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
262.2950744628906,
0,
32.78688430786133,
0,
0,
32.78688430786133,
0,
0,
0,
32.78688430786133,
0,
0,
65.57376861572266,
0,
0,... | train | aaaaanca-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaanca-1 | [
"EPAS1",
"SPARCL1",
"VIM",
"FN1",
"PECAM1",
"HIST1H1C",
"LUM",
"SOD2",
"ATF4",
"DCN",
"PGC",
"COL3A1",
"COL1A2",
"CEACAM6",
"SFTPD",
"RHOA",
"RTKN2",
"EPCAM",
"ITGB1",
"MGST1",
"NAPSA",
"CA4",
"AGER",
"SELENOS",
"SAA2",
"HERPUD1",
"PDIA3",
"WWTR1",
"EHMT1",
... | [
8,
7,
3,
6,
193,
530,
603,
225,
431,
260,
353,
526,
46,
169,
433,
136,
135,
117,
507,
468,
473,
194,
306,
369,
394,
68,
21,
494,
483,
254,
426,
618,
184,
301,
100,
177,
420,
619,
400,
151,
272,
428,
92,
438,
61,
454,
258,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
1,
0,
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,... | gCap | THD0011 | [
1,
0.9357142857142858,
0.8714285714285716,
0.8071428571428572,
0.7428571428571429,
0.6785714285714286,
0.6142857142857143,
0.55,
0.55,
0.48571428571428577,
0.48571428571428577,
0.4214285714285715,
0.4214285714285715,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.29285... |
[
[
0,
0,
0,
0,
42.37288284301758,
0,
0,
0,
0,
42.37288284301758,
0,
0,
0,
0,
211.86441040039062,
42.37288284301758,
0,
0,
0,
0,
0,
0,
0,
84.74576568603516,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaancf-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaancf-1 | [
"PGC",
"DMBT1",
"SFTPD",
"SFTPC",
"NAPSA",
"CD44",
"MGST1",
"LTF",
"EPAS1",
"DUOX1",
"XBP1",
"LAMP3",
"ATF4",
"HSPA5",
"IDH1",
"VEGFA",
"TOP1",
"NKX2-1",
"SSR3",
"SPCS3",
"HLA-DRA",
"ITGA3",
"PDIA3",
"SPCS2",
"CRELD2",
"S100A9",
"RHOA",
"FN1",
"ITGB1",
"PKM"... | [
8,
7,
3,
6,
433,
177,
507,
506,
394,
100,
369,
352,
193,
180,
619,
332,
46,
272,
276,
602,
580,
404,
541,
532,
263,
301,
426,
531,
144,
481,
468,
225,
306,
438,
151,
504,
427,
324,
346,
182,
120,
490,
58,
620,
254,
273,
489,... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
0,
0,
1,
1,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Proliferating Epithelial | THD0011 | [
1,
0.9249999999999999,
0.85,
0.7749999999999999,
0.7,
0.625,
0.625,
0.5499999999999999,
0.475,
0.475,
0.475,
0.475,
0.4,
0.32499999999999996,
0.32499999999999996,
0.32499999999999996,
0.32499999999999996,
0.32499999999999996,
0.25,
0.25,
0.25,
0.25,
0.25,
0.175,
0.175... |
[
[
0,
0,
0,
0,
0,
0,
0,
58.82352828979492,
0,
0,
0,
0,
0,
0,
294.1176452636719,
0,
0,
0,
117.64705657958984,
0,
0,
117.64705657958984,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaaome-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaome-1 | [
"SFTPC",
"NAPSA",
"SFTPD",
"RHOA",
"MGST1",
"CD44",
"HLA-DRA",
"DUOX1",
"LAMP3",
"ATF4",
"NKX2-1",
"DMBT1",
"VIM",
"SOD2",
"PGC",
"KRT8",
"XBP1",
"IDH1",
"HSPA5",
"YAP1",
"SMAD4",
"EPCAM",
"EPAS1",
"PDIA6",
"PDIA4",
"HERPUD1",
"CFTR",
"KRT18",
"TOP1",
"AXIN2... | [
8,
7,
3,
6,
506,
394,
507,
468,
369,
100,
263,
180,
332,
46,
404,
177,
603,
526,
433,
328,
619,
276,
272,
620,
519,
194,
193,
428,
427,
254,
120,
324,
580,
51,
55,
126,
438,
444,
454,
409,
184,
113,
408,
90,
400,
504,
426,
... | [
[
0,
1,
1,
1,
1,
1,
0,
1,
0,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9099999999999999,
0.82,
0.82,
0.73,
0.64,
0.64,
0.5499999999999999,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.37,
0.37,
0.37,
0.37,
0.37,
0.28,
0.28,
0.28,
0.28,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
... |
[
[
0,
0,
55.71030807495117,
0,
0,
55.71030807495117,
0,
0,
0,
55.71030807495117,
0,
0,
0,
0,
194.986083984375,
0,
27.855154037475586,
0,
0,
0,
0,
27.855154037475586,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaanpg-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaanpg-1 | [
"VIM",
"SFTPC",
"SFTPD",
"CCL2",
"NAPSA",
"PGC",
"RHOA",
"MARCO",
"DMBT1",
"PLIN2",
"PDIA4",
"MGST1",
"IDH1",
"ATF4",
"PKM",
"HLA-DRA",
"CD68",
"SOD2",
"CD44",
"CCL18",
"IL7R",
"FCER1G",
"LAMP3",
"ITGB1",
"NKX2-1",
"PDIA3",
"SSR3",
"SPCS2",
"YAP1",
"HYOU1",
... | [
8,
7,
3,
6,
603,
506,
507,
72,
394,
433,
468,
362,
177,
442,
427,
369,
276,
46,
438,
263,
102,
526,
100,
71,
294,
211,
332,
306,
404,
426,
541,
531,
620,
273,
272,
254,
504,
489,
151,
580,
266,
515,
408,
184,
225,
532,
542,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
1,
0,
1,
1,
1,
0,
0,
0,
0,
1,
0,
0,
1,
0,... | AT2 | THD0011 | [
1,
0.9307692307692308,
0.8615384615384616,
0.8615384615384616,
0.7923076923076923,
0.7230769230769231,
0.7230769230769231,
0.7230769230769231,
0.6538461538461539,
0.5846153846153846,
0.5846153846153846,
0.5846153846153846,
0.5153846153846154,
0.5153846153846154,
0.4461538461538461,
0.4... |
[
[
0,
0,
0,
181.81817626953125,
0,
90.90908813476562,
0,
0,
0,
0,
0,
0,
0,
0,
181.81817626953125,
181.81817626953125,
0,
0,
0,
0,
0,
90.90908813476562,
0,
90.90908813476562,
0,
0,
0,
0,
0,
0,
0... | train | aaaaanbd-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaanbd-1 | [
"VIM",
"EPAS1",
"CEACAM6",
"NAPSA",
"SFTPD",
"SOD2",
"IL7R",
"YAP1",
"KRT18",
"MGST1",
"PGC",
"SFTPC",
"SPARCL1",
"PTPRC",
"ATF4",
"HYOU1",
"AGER",
"RNASE1",
"RTKN2",
"SCGB3A2",
"CD44",
"SPCS2",
"PLIN2",
"ATF6",
"BCL2L1",
"SLC25A37",
"SFTA2",
"SELENOS",
"SEC11... | [
8,
7,
3,
6,
603,
193,
117,
394,
507,
526,
294,
620,
324,
369,
433,
506,
530,
456,
46,
273,
21,
469,
473,
489,
100,
531,
442,
47,
58,
514,
504,
494,
490,
481,
597,
147,
468,
151,
306,
454,
177,
427,
426,
23,
217,
225,
231,
... | [
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.85,
0.85,
0.7,
0.7,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,... |
[
[
0,
0,
177.51478576660156,
0,
0,
177.51478576660156,
0,
0,
0,
0,
0,
0,
0,
0,
177.51478576660156,
0,
59.17159652709961,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
59.17159652709961,
0,
0,
0,
0,
... | train | aaaaanpn-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaanpn-1 | [
"VIM",
"HMOX1",
"HLA-DRA",
"FCER1G",
"RHOA",
"CCL2",
"CD68",
"HMGA1",
"PLIN2",
"CD44",
"LYZ",
"UBE2J1",
"MS4A7",
"GPR183",
"SLC1A3",
"PKM",
"HSPA5",
"SEC11C",
"AIF1",
"PDIA3",
"ACTA2",
"ATF4",
"HYOU1",
"TOP1",
"GSR",
"MRC1",
"IDH1",
"PTPRC",
"MARCO",
"ITGAE"... | [
8,
7,
3,
6,
603,
266,
263,
211,
468,
72,
102,
264,
442,
100,
357,
594,
383,
242,
513,
438,
272,
490,
23,
426,
14,
46,
273,
580,
247,
379,
276,
456,
362,
302,
306,
619,
542,
254,
360,
253,
363,
135,
507,
369,
258,
231,
224,
... | [
[
0,
1,
0,
1,
1,
1,
0,
0,
1,
1,
0,
1,
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,... | SPP1+ Macrophages | THD0011 | [
1,
0.8875,
0.775,
0.6625,
0.55,
0.55,
0.55,
0.55,
0.55,
0.4375,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
... |
[
[
0,
0,
0,
175.4385986328125,
0,
0,
0,
0,
58.479530334472656,
58.479530334472656,
0,
0,
0,
0,
233.91812133789062,
0,
0,
0,
116.95906066894531,
0,
0,
0,
0,
58.479530334472656,
0,
0,
0,
0,
0,
0,
... | train | aaaaanbl-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaanbl-1 | [
"SFTPD",
"SFTPC",
"PGC",
"NAPSA",
"MGST1",
"CD44",
"EPAS1",
"XBP1",
"VIM",
"FN1",
"SFTA2",
"ATF4",
"RNASE1",
"EGFR",
"SOD2",
"HMOX1",
"SPARCL1",
"AGER",
"MSLN",
"HLA-DRA",
"HIST1H1C",
"NKX2-1",
"RHOA",
"HLA-DQA1",
"AXIN2",
"EPCAM",
"ITGB1",
"DMBT1",
"KRT8",
... | [
8,
7,
3,
6,
507,
506,
433,
394,
369,
100,
193,
619,
603,
225,
504,
46,
469,
182,
526,
266,
530,
21,
384,
263,
260,
404,
468,
261,
51,
194,
306,
177,
328,
531,
428,
90,
358,
431,
197,
425,
408,
117,
120,
238,
494,
489,
169,
... | [
[
0,
1,
1,
1,
1,
1,
0,
1,
1,
0,
0,
1,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9099999999999999,
0.82,
0.73,
0.64,
0.5499999999999999,
0.5499999999999999,
0.45999999999999996,
0.45999999999999996,
0.37,
0.37,
0.37,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.1,
0.1,
0... |
[
[
0,
0,
143.8848876953125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
143.8848876953125,
71.94244384765625,
0,
143.8848876953125,
71.94244384765625,
0,
0,
0,
0,
0,
71.94244384765625,
0,
0,
0,
0,
... | train | aaaaanbm-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaanbm-1 | [
"VIM",
"FN1",
"EPAS1",
"PDGFRA",
"PTGDS",
"LUM",
"COL1A2",
"SPARCL1",
"IL7R",
"MYC",
"CD34",
"NUCB2",
"COL3A1",
"SPINK1",
"PPARG",
"CTNNB1",
"WNT2",
"RTKN2",
"CCN2",
"PDGFRB",
"SAA2",
"FCN3",
"AXL",
"ACTA2",
"ATG7",
"CEACAM6",
"SOD2",
"RHOA",
"DCN",
"CST3",
... | [
8,
7,
3,
6,
603,
225,
193,
424,
454,
353,
135,
530,
294,
389,
92,
408,
136,
535,
448,
151,
612,
473,
76,
425,
483,
217,
52,
14,
48,
117,
526,
468,
169,
147,
506,
97,
309,
279,
442,
305,
431,
426,
206,
411,
221,
328,
254,
2... | [
[
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,... | Alveolar FBs | THD0011 | [
1,
0.8875,
0.775,
0.6625,
0.6625,
0.6625,
0.55,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.212500000000... |
[
[
0,
0,
161.2903289794922,
80.6451644897461,
0,
0,
0,
80.6451644897461,
0,
0,
0,
0,
0,
0,
80.6451644897461,
80.6451644897461,
0,
80.6451644897461,
0,
0,
0,
0,
0,
0,
0,
0,
80.6451644897461,
0,
0,
0... | train | aaaaaoae-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaoae-1 | [
"EPAS1",
"VIM",
"FN1",
"LUM",
"IL7R",
"RHOA",
"PECAM1",
"SFTPD",
"HIST1H1C",
"PLIN2",
"KRT8",
"ITGB1",
"RNASE1",
"CD34",
"ACTA2",
"SOD2",
"SCGB3A2",
"LAMP3",
"GSR",
"FCGBP",
"CEACAM6",
"HERPUD1",
"DCN",
"CST3",
"COL3A1",
"HSPA5",
"COL1A2",
"ITGB6",
"KRT18",
... | [
8,
7,
3,
6,
193,
603,
225,
353,
294,
468,
431,
507,
260,
442,
328,
306,
469,
92,
14,
526,
489,
332,
247,
212,
117,
254,
169,
147,
136,
272,
135,
308,
324,
126,
221,
411,
379,
618,
612,
600,
594,
556,
544,
542,
541,
530,
515,... | [
[
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,
0.4375,
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,
45.66210174560547,
0,
0,
0,
0,
0,
45.66210174560547,
0,
0,
0,
0,
0,
136.98629760742188,
0,
0,
0,
0,
0,
45.66210174560547,
0,
0,
136.98629760742188,
0,
0,
91.32420349121094,
0,
0,
0,
0,... | train | aaaaance-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaance-1 | [
"VIM",
"EPAS1",
"DMBT1",
"PGC",
"RHOA",
"LYZ",
"NAPSA",
"SFTPD",
"PDIA3",
"SOD2",
"HIST1H1C",
"STAT6",
"LUM",
"XBP1",
"PECAM1",
"HIF1A",
"HLA-DRA",
"COL1A2",
"HERPUD1",
"TOP2A",
"BCL2L1",
"CD44",
"MKI67",
"MGST1",
"PDGFRA",
"COL1A1",
"SLC25A4",
"ATF4",
"ITGB1"... | [
8,
7,
3,
6,
603,
193,
177,
433,
468,
357,
394,
507,
426,
526,
260,
544,
353,
619,
431,
258,
263,
135,
254,
581,
58,
100,
371,
369,
424,
134,
515,
46,
306,
480,
332,
80,
305,
404,
136,
294,
427,
597,
530,
261,
225,
454,
61,
... | [
[
0,
1,
1,
1,
0,
1,
1,
0,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Interstitial Macrophages | THD0011 | [
1,
0.9099999999999999,
0.82,
0.73,
0.73,
0.64,
0.64,
0.5499999999999999,
0.45999999999999996,
0.37,
0.37,
0.37,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
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,
0,
0,
76.33587646484375,
76.33587646484375,
0,
0,
0,
0,
76.33587646484375,
0,
0,
0,
0,
76.33587646484375,
76.33587646484375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
76.33587646484375,
0,
0,
0,
0,
... | train | aaaaanph-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaanph-1 | [
"VIM",
"CXCR4",
"PTPRC",
"SOD2",
"CD247",
"FN1",
"EPAS1",
"CST3",
"SFTPD",
"HAVCR2",
"PTGDS",
"HIST1H1C",
"IL32",
"COL1A2",
"NKG7",
"KLRC1",
"SPARCL1",
"HLA-DRA",
"KRT8",
"RHOA",
"LUM",
"DCN",
"KRT18",
"NAPSA",
"DMBT1",
"MANF",
"FCER1G",
"CD44",
"PECAM1",
"C... | [
8,
7,
3,
6,
603,
163,
456,
526,
87,
225,
193,
147,
507,
253,
454,
260,
291,
135,
403,
317,
530,
263,
328,
468,
353,
169,
324,
394,
177,
360,
211,
100,
431,
120,
248,
515,
239,
249,
151,
480,
409,
469,
411,
180,
217,
214,
438... | [
[
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | NK cells | THD0011 | [
1,
0.82,
0.82,
0.64,
0.64,
0.64,
0.64,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
0,
94.3396224975586,
0,
0,
0,
0,
0,
47.1698112487793,
0,
0,
0,
0,
141.50942993164062,
0,
47.1698112487793,
47.1698112487793,
0,
0,
0,
0,
47.1698112487793,
47.1698112487793,
0,
0,
47.1698112487793,
... | train | aaaaancd-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaancd-1 | [
"VIM",
"EPAS1",
"NAPSA",
"RHOA",
"FN1",
"PECAM1",
"LUM",
"CD8A",
"CD44",
"PTPRC",
"GZMA",
"HIST1H1C",
"CEACAM6",
"STAT6",
"SPARCL1",
"ATF4",
"PKM",
"SOD2",
"MGST1",
"XBP1",
"CD3D",
"ITGB1",
"KRT18",
"HES1",
"RNASE1",
"DCN",
"ZEB1",
"CD69",
"HSPA5",
"CD8B",
... | [
8,
7,
3,
6,
603,
193,
394,
468,
225,
431,
353,
110,
100,
456,
248,
260,
117,
544,
530,
46,
438,
526,
369,
619,
94,
306,
324,
255,
469,
169,
621,
103,
272,
111,
250,
247,
224,
335,
75,
366,
424,
21,
590,
519,
404,
507,
506,
... | [
[
0,
1,
1,
1,
1,
1,
1,
0,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | T-cells | THD0011 | [
1,
0.8875,
0.775,
0.775,
0.6625,
0.6625,
0.6625,
0.55,
0.55,
0.55,
0.55,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0... |
[
[
0,
0,
405.4053955078125,
0,
0,
135.1351318359375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
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 | aaaaanog-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaanog-1 | [
"LYZ",
"CST3",
"PKM",
"CTNNB1",
"MS4A7",
"VIM",
"PDIA4",
"CD14",
"HMOX1",
"HYOU1",
"ACTA2",
"SOD2",
"HLA-DRA",
"RHOA",
"HERPUD1",
"GPR183",
"FN1",
"PDIA3",
"PECAM1",
"S100A8",
"S100A9",
"PTPRC",
"CD68",
"IL7R",
"FCER1G",
"SPARCL1",
"GSR",
"HEY1",
"HIF1A",
"H... | [
8,
7,
3,
6,
357,
147,
438,
151,
383,
603,
427,
80,
266,
273,
14,
526,
263,
468,
254,
242,
225,
426,
431,
480,
481,
456,
102,
294,
211,
530,
247,
257,
258,
272,
328,
288,
182,
379,
306,
619,
23
] | [
[
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
[
1,
0,
0,
0,
0,
0,
0... | Macrophages | THD0011 | [
1,
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,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
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,
87.71929931640625,
0,
0,
0,
0,
0,
0,
0,
0,
0,
87.71929931640625,
0,
175.4385986328125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaanbc-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaanbc-1 | [
"EPAS1",
"TPSAB1",
"SPARCL1",
"RHOA",
"PECAM1",
"VIM",
"IL7R",
"ITGB1",
"FCN3",
"SOD2",
"CPA3",
"CTNNB1",
"CEACAM6",
"CLDN5",
"RNASE1",
"WWTR1",
"BMPR2",
"KRT8",
"PDIA3",
"ITGA3",
"IL32",
"MYDGF",
"HSPA5",
"ICAM1",
"NAPSA",
"IFIT3",
"CD44",
"SMAD4",
"CD68",
... | [
8,
7,
3,
6,
193,
584,
530,
468,
431,
603,
294,
306,
217,
526,
142,
151,
117,
126,
469,
618,
61,
328,
426,
301,
291,
390,
272,
275,
394,
280,
100,
519,
102,
515,
507,
276,
324,
273,
308,
438,
263,
427,
260,
258,
231,
225,
89,... | [
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
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,
0.85,
0.7,
0.7,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.... |
[
[
0,
0,
0,
81.96721649169922,
0,
81.96721649169922,
0,
0,
0,
0,
0,
0,
0,
81.96721649169922,
163.93443298339844,
0,
0,
0,
0,
0,
0,
0,
0,
81.96721649169922,
81.96721649169922,
0,
163.93443298339844,
0,
... | train | aaaaaobi-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaobi-1 | [
"EPAS1",
"VIM",
"ICAM1",
"SPARCL1",
"PECAM1",
"NUCB2",
"KDR",
"IFIT3",
"LUM",
"CTNNB1",
"XBP1",
"FN1",
"HIST1H1C",
"PDIA6",
"FCN3",
"COL3A1",
"COL1A2",
"KRT8",
"BMPR2",
"IL7R",
"PGC",
"PTGDS",
"ATF4",
"SPCS3",
"GSR",
"GNG11",
"GCLM",
"SPRY2",
"STAT1",
"PPARG... | [
8,
7,
3,
6,
193,
603,
275,
530,
431,
408,
312,
280,
353,
151,
619,
225,
260,
428,
217,
136,
135,
328,
61,
294,
433,
454,
46,
532,
247,
238,
231,
537,
542,
448,
544,
178,
169,
580,
147,
590,
618,
272,
194,
276,
279,
427,
426,... | [
[
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.85,
0.7,
0.7,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
0,
60.975608825683594,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
121.95121765136719,
0,
0,
0,
121.95121765136719,
0,
0,
0,
0,
0,
0,
0,
243.90243530273438,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaandi-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaandi-1 | [
"EPAS1",
"PECAM1",
"DMBT1",
"FCN3",
"LUM",
"SFTPD",
"IL7R",
"BMPR2",
"VEGFA",
"KRT18",
"CTNNB1",
"VIM",
"PKM",
"HEY1",
"CD44",
"NAPSA",
"HIST1H1C",
"HLA-DRA",
"ITGB1",
"WWTR1",
"TGFB1",
"STAT1",
"TTC19",
"PGC",
"PTGDS",
"RAMP2",
"RHOA",
"SFTA2",
"SFTPC",
"IR... | [
8,
7,
3,
6,
193,
431,
177,
217,
353,
507,
294,
61,
602,
324,
151,
603,
438,
257,
100,
394,
260,
263,
306,
618,
556,
542,
590,
433,
454,
459,
468,
504,
506,
296,
76,
621,
51,
46,
531,
184,
489,
494,
411,
254,
544,
408,
169,
... | [
[
0,
1,
1,
1,
0,
0,
1,
1,
0,
0,
1,
0,
1,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.8875,
0.8875,
0.775,
0.6625,
0.55,
0.55,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.212500... |
[
[
0,
0,
105.63380432128906,
0,
0,
0,
0,
35.21126937866211,
0,
0,
0,
0,
0,
0,
105.63380432128906,
0,
0,
0,
70.42253875732422,
0,
0,
0,
0,
0,
0,
0,
35.21126937866211,
0,
0,
0,
0,
0,
0,
... | train | aaaaanjo-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaanjo-1 | [
"SFTPC",
"SFTPD",
"PGC",
"NAPSA",
"XBP1",
"LAMP3",
"DMBT1",
"RHOA",
"DUOX1",
"HLA-DRA",
"MGST1",
"CD44",
"NKX2-1",
"YAP1",
"IDH1",
"SFTA2",
"ITGB1",
"STAT6",
"SSR3",
"PKM",
"SCGB3A2",
"SEC11C",
"HYOU1",
"SPCS3",
"ERLEC1",
"ATF4",
"PDIA6",
"PDIA4",
"ACTA2",
"... | [
8,
7,
3,
6,
506,
507,
433,
394,
619,
332,
177,
468,
180,
263,
369,
100,
404,
620,
276,
504,
306,
544,
541,
438,
489,
490,
273,
532,
197,
46,
428,
427,
14,
426,
537,
408,
261,
120,
194,
234,
442,
526,
169,
260,
324,
610,
304,... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
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,... | AT2 | THD0011 | [
1,
0.9307692307692308,
0.8615384615384616,
0.7923076923076923,
0.7230769230769231,
0.6538461538461539,
0.6538461538461539,
0.5846153846153846,
0.5846153846153846,
0.5153846153846154,
0.5153846153846154,
0.4461538461538461,
0.4461538461538461,
0.3769230769230769,
0.3769230769230769,
0.3... |
[
[
0,
0,
0,
81.30081176757812,
0,
0,
0,
0,
0,
81.30081176757812,
0,
0,
0,
0,
162.60162353515625,
0,
0,
81.30081176757812,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaaobh-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaobh-1 | [
"EPAS1",
"SPARCL1",
"VIM",
"SFTPD",
"IL7R",
"PECAM1",
"SOD2",
"KRT18",
"FCN3",
"ITGB1",
"DMBT1",
"KRT8",
"NAPSA",
"IDH1",
"FKBP11",
"MGST1",
"NUTF2",
"HIF1A",
"PDIA6",
"WWTR1",
"SSR3",
"PKM",
"POSTN",
"RHOA",
"ATF4",
"SAA2",
"CD34",
"CD44",
"COL3A1",
"HERPUD... | [
8,
7,
3,
6,
193,
530,
603,
507,
294,
431,
526,
324,
217,
306,
177,
328,
394,
276,
224,
369,
409,
258,
428,
618,
541,
438,
446,
468,
46,
483,
92,
100,
136,
254,
247,
238,
151,
225,
221,
619,
194,
234,
260,
301,
266,
522,
597,... | [
[
0,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
... |
[
[
0,
0,
0,
0,
0,
0,
0,
128.2051239013672,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
128.2051239013672,
128.2051239013672,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
256.4102478027344,
0,
0,
0,
0,
0... | train | aaaaanpk-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaanpk-1 | [
"CCN2",
"FN1",
"PDGFRA",
"DMBT1",
"VIM",
"LUM",
"DCN",
"CA4",
"STAT6",
"ICAM1",
"LAMP3",
"HLA-DRA",
"NAPSA",
"COL1A1",
"RNASE1",
"RHOA",
"COL3A1",
"FGF7",
"SPRY2",
"CFTR",
"SPARCL1",
"DNAJB9",
"CEACAM5",
"SFTPD",
"CD68",
"CD14",
"GNG11",
"MGST1",
"ITGB1",
"F... | [
8,
7,
3,
6,
76,
225,
424,
177,
603,
353,
169,
68,
544,
275,
332,
263,
394,
134,
469,
468,
136,
221,
537,
120,
530,
178,
116,
507,
102,
80,
238,
369,
306,
211,
26,
428,
51,
433,
52,
427,
590,
206,
336,
619
] | [
[
0,
0,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0... | Alveolar FBs | THD0011 | [
1,
0.82,
0.82,
0.64,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
94.3396224975586,
0,
0,
47.1698112487793,
0,
0,
0,
47.1698112487793,
0,
0,
0,
0,
141.50942993164062,
0,
47.1698112487793,
0,
0,
0,
0,
0,
0,
0,
0,
0,
188.6792449951172,
0,
0,
0,
47.1698... | train | aaaaankj-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaankj-1 | [
"DMBT1",
"EPAS1",
"VIM",
"SFTPC",
"SFTPD",
"PGC",
"NAPSA",
"PECAM1",
"CD44",
"LTF",
"CCN2",
"XBP1",
"SPARCL1",
"BMPR2",
"FN1",
"MGST1",
"RTKN2",
"COL1A2",
"SLC25A37",
"RHOA",
"LAMP3",
"ATF4",
"LUM",
"ACTA2",
"CLDN5",
"CST3",
"SOD2",
"KDR",
"SFTA2",
"SPCS2",
... | [
8,
7,
3,
6,
177,
193,
603,
506,
507,
433,
394,
431,
100,
352,
76,
619,
530,
61,
225,
369,
473,
135,
514,
468,
332,
46,
353,
14,
126,
147,
526,
312,
504,
531,
169,
469,
180,
263,
428,
117,
260,
427,
426,
390,
273,
212,
151,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
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,... | gCap | THD0011 | [
1,
0.9099999999999999,
0.82,
0.73,
0.73,
0.73,
0.73,
0.64,
0.64,
0.5499999999999999,
0.5499999999999999,
0.45999999999999996,
0.37,
0.37,
0.37,
0.37,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
... |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.