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 |
|---|---|---|---|---|---|---|---|
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
357.14288330078125,
0,
0,
0,
0,
0,
0,
0,
0,
119.04762268066406,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaalonm-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalonm-1 | [
"VIM",
"PTPRC",
"EPAS1",
"S100A8",
"LUM",
"ICAM1",
"RHOA",
"COL1A2",
"ATF4",
"HLA-DRA",
"FN1",
"NAPSA",
"DMBT1",
"S100A12",
"STAT1",
"ITGB1",
"XBP1",
"PLIN2",
"SPCS2",
"SPARCL1",
"WWTR1",
"SOD2",
"HIF1A",
"MAL",
"CD68",
"SLC25A37",
"SFTPC",
"CEACAM6",
"S100A9"... | [
8,
7,
3,
6,
603,
456,
193,
480,
353,
275,
468,
135,
46,
263,
225,
394,
177,
477,
542,
306,
619,
442,
531,
530,
618,
526,
258,
358,
102,
514,
506,
117,
481,
134,
136,
469,
151,
158,
454,
214,
171,
410,
438,
431,
84,
346,
507,... | [
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
34.24657440185547,
0,
0,
34.24657440185547,
0,
0,
0,
0,
0,
0,
0,
0,
205.4794464111328,
0,
0,
0,
0,
34.24657440185547,
0,
0,
0,
0,
0,
0,
102.7397232055664,
0,
0,
0,
171.23287963867188,
... | train | aaaalndg-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalndg-1 | [
"VIM",
"HIST1H1C",
"EPAS1",
"FN1",
"SFTPC",
"LUM",
"RHOA",
"ITGB1",
"IL7R",
"DMBT1",
"ATF4",
"CD34",
"PTGDS",
"COL1A2",
"STAT1",
"PDIA3",
"CA4",
"OAS3",
"PLIN2",
"WWTR1",
"FCER1G",
"NUCB2",
"PDIA6",
"PKM",
"PECAM1",
"NAPSA",
"PCNA",
"HERPUD1",
"BMPR2",
"HLA-... | [
8,
7,
3,
6,
603,
260,
193,
225,
506,
353,
468,
306,
294,
177,
46,
92,
454,
135,
542,
426,
68,
411,
442,
618,
211,
408,
428,
438,
431,
394,
420,
254,
61,
263,
489,
480,
530,
110,
275,
477,
619,
151,
136,
117,
357,
621,
473,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
1,
1,
0,
0,
0,
0,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
69.93006896972656,
69.93006896972656,
0,
69.93006896972656,
0,
0,
0,
69.93006896972656,
69.93006896972656,
0,
0,
0,
279.72027587890625,
0,
139.86013793945312,
0,
0,
0,
69.93006896972656,
0,
0,
0,
0,
0,
... | train | aaaalnof-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalnof-1 | [
"VIM",
"HLA-DRA",
"SFTPC",
"PDIA3",
"EPAS1",
"PECAM1",
"DMBT1",
"RNASE1",
"ATF4",
"RHOA",
"PKM",
"LYZ",
"CD44",
"PGC",
"WWTR1",
"NAPSA",
"SFTPD",
"HIST1H1C",
"HLA-DQA1",
"SPARCL1",
"CD34",
"NUCB2",
"HYOU1",
"ICAM1",
"FN1",
"LUM",
"TOP2A",
"COL3A1",
"FCER1G",
... | [
8,
7,
3,
6,
603,
263,
506,
426,
193,
431,
177,
469,
46,
468,
438,
357,
100,
433,
618,
394,
507,
260,
261,
530,
92,
408,
273,
275,
225,
353,
581,
136,
211,
301,
48,
531,
14,
197,
312,
102,
404,
34,
109,
612,
371,
151,
231,
... | [
[
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,... |
[
[
0,
0,
130.7189483642578,
130.7189483642578,
0,
0,
0,
65.3594741821289,
0,
0,
0,
0,
0,
0,
65.3594741821289,
0,
0,
0,
0,
0,
0,
130.7189483642578,
0,
0,
0,
0,
196.07843017578125,
0,
0,
0,
0,
... | train | aaaalnmp-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalnmp-1 | [
"VIM",
"COL3A1",
"SPARCL1",
"PGC",
"KDR",
"FN1",
"EPAS1",
"ITGB1",
"SFTPC",
"S100A12",
"RHOA",
"COL1A2",
"BMPR2",
"PDIA4",
"PECAM1",
"HLA-DRA",
"CD34",
"SFTPD",
"GNG11",
"SELENOS",
"NAPSA",
"COL1A1",
"CD44",
"SOX9",
"S100A9",
"LUM",
"CD68",
"CTNNB1",
"HIST1H1C... | [
8,
7,
3,
6,
603,
136,
530,
433,
312,
225,
193,
306,
506,
477,
468,
135,
61,
427,
431,
263,
92,
507,
238,
494,
394,
134,
100,
529,
481,
353,
102,
151,
260,
14,
55,
21,
409,
602,
438,
336,
446,
428,
191,
442,
147,
454,
171,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
246.91357421875,
123.456787109375,
0,
0,
0,
123.456787109375,
0,
0,
0,
0,
0,
0,
246.91357421875,
0,
123.456787109375,
0,
246.91357421875,
0,
0,
0,
0,
0,
123.456787109375,
0,
123.456787109375,
0,
... | train | aaaalnnn-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalnnn-1 | [
"VIM",
"PECAM1",
"ITGB1",
"HLA-DRA",
"CTNNB1",
"SPCS3",
"SPCS2",
"SPARCL1",
"MEG3",
"FN1",
"COL1A2",
"AXIN2",
"CSPG4",
"ATF4",
"NFKB1",
"LUM",
"PDGFRB",
"ITM2C",
"ACTA2",
"EPCAM",
"EPAS1",
"HLA-DQA1",
"SSR3",
"HIF1A",
"PGC",
"CD44",
"SOD2",
"EHMT1",
"NUTF2",
... | [
8,
7,
3,
6,
603,
431,
306,
263,
151,
532,
531,
530,
366,
225,
135,
51,
146,
46,
400,
353,
425,
309,
14,
194,
193,
261,
541,
258,
433,
100,
526,
184,
409,
384,
494,
231,
390,
427,
136,
420,
456,
473,
468,
515,
528,
272,
596,
... | [
[
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
79.36508178710938,
79.36508178710938,
0,
79.36508178710938,
0,
79.36508178710938,
0,
79.36508178710938,
0,
0,
0,
0,
79.36508178710938,
79.36508178710938,
39.68254089355469,
0,
0,
0,
39.68254089355469,
0,
0,
0,
... | train | aaaalngd-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalngd-1 | [
"SFTPC",
"HLA-DRA",
"VIM",
"NAPSA",
"SFTPD",
"DMBT1",
"PGC",
"ITGB1",
"CD44",
"RHOA",
"DUOX1",
"SCGB1A1",
"MGST1",
"LUM",
"NKX2-1",
"PKM",
"HMGA1",
"FN1",
"HSPA5",
"SOD2",
"SFTA2",
"CEACAM6",
"LAMP3",
"YAP1",
"HIST1H1C",
"COL3A1",
"PCNA",
"EPAS1",
"IFIT2",
"... | [
8,
7,
3,
6,
506,
263,
603,
394,
507,
177,
433,
306,
100,
468,
180,
488,
369,
353,
404,
438,
264,
225,
272,
526,
504,
117,
332,
620,
260,
136,
420,
193,
279,
357,
116,
134,
328,
426,
31,
26,
581,
46,
21,
23,
619,
47,
14,
50... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
0,
0,
40.160640716552734,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
40.160640716552734,
0,
0,
0,
0,
0,
0,
40.160640716552734,
0,
0,
40.160640716552734,
0,
0,
0,
0,
0,
40.160640716552734... | train | aaaalonf-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalonf-1 | [
"SFTPC",
"NAPSA",
"DMBT1",
"PGC",
"HLA-DRA",
"SFTPD",
"FN1",
"CD44",
"CCN2",
"PDIA3",
"DUOX1",
"PKM",
"VIM",
"MGST1",
"FCER1G",
"RNASE1",
"MARCO",
"S100A8",
"RHOA",
"LUM",
"ITGB1",
"LAMP3",
"EPAS1",
"ICAM1",
"LYZ",
"SCGB1A1",
"HMGA1",
"IDH1",
"HSPA5",
"PDIA4... | [
8,
7,
3,
6,
506,
394,
177,
433,
263,
507,
225,
100,
76,
426,
180,
438,
603,
369,
211,
469,
362,
480,
468,
353,
306,
332,
193,
275,
357,
488,
264,
276,
272,
427,
477,
431,
202,
102,
184,
420,
136,
253,
473,
383,
113,
114,
481... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
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,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
118.34319305419922,
0,
0,
0,
118.34319305419922,
0,
0,
59.17159652709961,
0,
59.17159652709961,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaalnna-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalnna-1 | [
"NAPSA",
"SFTPC",
"SFTPD",
"DMBT1",
"FN1",
"PGC",
"CD44",
"ITGB1",
"HLA-DRA",
"RNASE1",
"LAMP3",
"PTGDS",
"VIM",
"COL1A2",
"COL3A1",
"ICAM1",
"WWTR1",
"XBP1",
"LUM",
"STAT1",
"SOD2",
"MGST1",
"ATF4",
"EGFR",
"AXIN2",
"DUOX1",
"ITGA3",
"EPAS1",
"PKM",
"ITGB6"... | [
8,
7,
3,
6,
394,
506,
507,
177,
225,
433,
100,
306,
263,
469,
332,
454,
603,
135,
136,
275,
618,
619,
353,
542,
526,
369,
46,
182,
51,
180,
301,
193,
438,
308,
357,
191,
519,
442,
468,
426,
400,
120,
404,
480,
134,
206,
194,... | [
[
0,
1,
1,
1,
1,
1,
1,
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,... |
[
[
0,
0,
168.7763671875,
168.7763671875,
42.194091796875,
84.38818359375,
0,
0,
0,
84.38818359375,
0,
0,
0,
0,
42.194091796875,
42.194091796875,
0,
0,
0,
0,
42.194091796875,
0,
0,
84.38818359375,
0,
0,
0,
... | train | aaaalnmb-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalnmb-1 | [
"SFTPC",
"SFTPD",
"CD44",
"PGC",
"VEGFA",
"RTKN2",
"VIM",
"EPCAM",
"NAPSA",
"ITGB1",
"LAMP3",
"DUOX1",
"DMBT1",
"MGST1",
"COL1A1",
"NKX2-1",
"HLA-DRA",
"AGER",
"ICAM1",
"ITGA3",
"ACTA2",
"S100A8",
"EPAS1",
"CEACAM6",
"KRT8",
"HERPUD1",
"SPCS3",
"LUM",
"RHOA",
... | [
8,
7,
3,
6,
506,
507,
100,
433,
602,
473,
603,
194,
394,
306,
332,
180,
177,
369,
134,
404,
263,
21,
275,
301,
14,
480,
193,
117,
328,
254,
532,
353,
468,
528,
438,
544,
135,
184,
469,
526,
454,
225,
619,
426,
23,
408,
324,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
1,
1,
1,
0,
0,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
149.2537384033203,
149.2537384033203,
0,
0,
0,
0,
0,
74.62686920166016,
0,
0,
0,
74.62686920166016,
74.62686920166016,
74.62686920166016,
0,
0,
0,
0,
0,
0,
0,
0,
74.62686920166016,
0,
0,
0,
0,... | train | aaaalndf-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalndf-1 | [
"LUM",
"VIM",
"IL7R",
"KDR",
"HLA-DRA",
"S100A8",
"PKM",
"FN1",
"SPARCL1",
"MANF",
"SFTPC",
"S100A9",
"RHOA",
"ITGB1",
"HLA-DQB1",
"FCER1G",
"PECAM1",
"AGER",
"CD44",
"FCGR3A",
"SFTPD",
"EPAS1",
"UBE2J1",
"SLC25A37",
"MS4A7",
"COL3A1",
"IRF1",
"ACTA2",
"CDK1",... | [
8,
7,
3,
6,
353,
603,
294,
312,
263,
480,
438,
225,
530,
360,
506,
481,
468,
306,
262,
211,
431,
21,
100,
214,
507,
193,
594,
514,
383,
136,
296,
14,
114,
169,
255,
206,
526,
428,
516,
254,
489,
409,
134,
135,
390,
142,
394,... | [
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
87.71929931640625,
438.59649658203125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
175.4385986328125,
0,
87.71929931640625,
0,
0,
87.71929931640625,
0,
87.71929931640625,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaalnno-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalnno-1 | [
"RHOA",
"VIM",
"AGER",
"FN1",
"ITGB1",
"PTGDS",
"COL1A2",
"SPARCL1",
"SOD2",
"COL3A1",
"IL7R",
"EPAS1",
"FAS",
"GSR",
"HIF1A",
"ICAM1",
"NKX2-1",
"LUM",
"PCNA",
"PDIA3",
"RNASE1",
"RTKN2",
"SMAD4",
"KRT18",
"CD44",
"ZEB1",
"ATF4",
"HLA-DRA",
"HYOU1",
"ACTA2"... | [
8,
7,
3,
6,
468,
603,
21,
225,
306,
454,
135,
530,
526,
136,
294,
193,
206,
247,
258,
275,
404,
353,
420,
426,
469,
473,
519,
324,
100,
621,
46,
263,
273,
14,
390,
394,
401,
134,
254,
409,
147,
507,
151,
424,
169,
171,
427,
... | [
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
38.31417465209961,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
153.25669860839844,
0,
0,
0,
0,
0,
0,
38.31417465209961,
0,
0,
0,
0,
114.94252014160156,
0,
0,
0,
38.31417465209961,
0,
114.... | train | aaaalncp-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalncp-1 | [
"VIM",
"HLA-DRA",
"LYZ",
"PLIN2",
"PECAM1",
"RHOA",
"FN1",
"FCER1G",
"EPAS1",
"IFIT3",
"SPARCL1",
"KDR",
"FABP4",
"PKM",
"CD68",
"S100A9",
"ATF4",
"S100A8",
"PDIA3",
"SOD2",
"CCL18",
"BMPR2",
"OAS3",
"HIST1H1C",
"IRF1",
"LUM",
"MCEMP1",
"COL1A2",
"HSPA5",
"I... | [
8,
7,
3,
6,
603,
263,
357,
442,
431,
468,
225,
211,
193,
280,
530,
312,
202,
438,
102,
481,
46,
480,
426,
526,
71,
61,
411,
260,
296,
353,
363,
135,
272,
301,
507,
394,
238,
214,
410,
371,
264,
619,
427,
101,
136,
473,
177,
... | [
[
0,
1,
1,
1,
1,
1,
0,
1,
0,
1,
1,
0,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
0,
34.24657440185547,
0,
0,
0,
34.24657440185547,
0,
0,
0,
0,
0,
0,
102.7397232055664,
0,
0,
0,
34.24657440185547,
34.24657440185547,
34.24657440185547,
0,
34.24657440185547,
0,
34.24657440185547,
0,
... | train | aaaalnmh-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalnmh-1 | [
"VIM",
"FN1",
"COL1A2",
"COL1A1",
"COL3A1",
"SPARCL1",
"CCN2",
"HLA-DRA",
"NAPSA",
"PTGDS",
"LUM",
"YAP1",
"SFTPC",
"CD44",
"ITGB1",
"RTKN2",
"HERPUD1",
"RHOA",
"PDIA6",
"S100A8",
"PGC",
"PDIA4",
"PDIA3",
"RNASE1",
"CST3",
"ICAM1",
"LYZ",
"ATF4",
"EPAS1",
"C... | [
8,
7,
3,
6,
603,
225,
135,
134,
136,
530,
76,
263,
394,
454,
353,
620,
506,
100,
306,
473,
254,
468,
428,
480,
433,
427,
426,
469,
147,
275,
357,
46,
193,
92,
151,
544,
202,
519,
438,
177,
133,
169,
182,
507,
273,
332,
424,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
122.448974609375,
0,
0,
81.63265228271484,
0,
81.63265228271484,
0,
0,
0,
0,
0,
0,
81.63265228271484,
0,
0,
0,
40.81632614135742,
81.63265228271484,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaalnfe-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalnfe-1 | [
"VIM",
"HLA-DRA",
"COL1A2",
"FN1",
"NAPSA",
"COL3A1",
"CST3",
"CD44",
"RNASE1",
"PTGDS",
"LUM",
"SFTPC",
"CD68",
"IDH1",
"KIT",
"DMBT1",
"SOD2",
"CPA3",
"MRC1",
"PDIA4",
"PDIA6",
"ITGB1",
"PGC",
"FCER1G",
"ACTA2",
"FCGBP",
"LGALS1",
"MS4A7",
"SPCS3",
"GKN2",... | [
8,
7,
3,
6,
603,
263,
135,
225,
394,
136,
147,
100,
469,
454,
353,
506,
102,
276,
313,
177,
526,
142,
379,
427,
428,
306,
433,
211,
14,
212,
336,
383,
532,
234,
507,
151,
324,
468,
193,
442,
438,
426,
254,
369,
523,
26,
46,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
1,
0,
0,
0,
0,
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,
99.50248718261719,
0,
0,
49.751243591308594,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
49.751243591308594,
0,
0,
0,
0,
0,
0,
49.751243591308594,
0,
0,
0,
0,
0,
0,
0,
0,
99.50248718261719,
... | train | aaaalomn-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalomn-1 | [
"VIM",
"HLA-DRA",
"SFTPC",
"FN1",
"PGC",
"LYZ",
"DMBT1",
"NAPSA",
"FABP4",
"FCER1G",
"SFTPD",
"LUM",
"MS4A7",
"CD68",
"SSR3",
"UBE2J1",
"PDIA6",
"S100A8",
"CD44",
"PDIA3",
"MYDGF",
"STAT1",
"HSPA5",
"CEACAM5",
"MARCO",
"GSR",
"CCL18",
"FCGR3A",
"CST3",
"ACTA... | [
8,
7,
3,
6,
603,
263,
506,
225,
433,
357,
177,
394,
202,
211,
507,
353,
383,
102,
541,
594,
428,
480,
100,
426,
390,
542,
272,
116,
362,
247,
71,
214,
147,
14,
431,
336,
193,
454,
306,
408,
253,
516,
379,
514,
427,
117,
411,... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
0,
0,
0,
51.546390533447266,
0,
0,
0,
25.773195266723633,
0,
0,
0,
0,
128.86598205566406,
0,
0,
0,
0,
103.09278106689453,
25.773195266723633,
0,
0,
51.546390533447266,
0,
0,
25.773195266723633,
0,... | train | aaaalonh-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalonh-1 | [
"VIM",
"SFTPC",
"LYZ",
"PGC",
"HLA-DRA",
"NAPSA",
"FN1",
"DMBT1",
"SFTPD",
"CD44",
"FCER1G",
"HLA-DQB1",
"DUOX1",
"FABP4",
"PDIA3",
"HLA-DQA1",
"MCEMP1",
"CD68",
"ICAM1",
"MS4A7",
"ATF4",
"HYOU1",
"SOD2",
"PDIA6",
"LAMP3",
"RNASE1",
"RHOA",
"MRC1",
"PKM",
"A... | [
8,
7,
3,
6,
603,
506,
357,
433,
263,
394,
225,
177,
507,
100,
211,
262,
180,
202,
426,
261,
363,
102,
275,
383,
46,
273,
526,
428,
332,
469,
468,
379,
438,
52,
272,
276,
194,
542,
101,
532,
456,
620,
147,
586,
404,
618,
519,... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
1,
1,
1,
1,
0,
1,
0,
0,
1,
1,
0,
0,
0,
1,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
0,
148.1481475830078,
0,
74.0740737915039,
0,
74.0740737915039,
0,
0,
0,
0,
0,
0,
148.1481475830078,
74.0740737915039,
74.0740737915039,
0,
74.0740737915039,
74.0740737915039,
0,
0,
0,
74.0740737915039,
0,
... | train | aaaalnoc-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalnoc-1 | [
"VIM",
"CEACAM5",
"COL1A2",
"FN1",
"PTGDS",
"EPAS1",
"STAT1",
"SPARCL1",
"PECAM1",
"PKM",
"RHOA",
"CTNNB1",
"EPCAM",
"ICAM1",
"KDR",
"LUM",
"IL7R",
"SPCS3",
"HLA-DRA",
"RTKN2",
"ITGB1",
"SMAD4",
"HIST1H1C",
"LMAN1",
"HERPUD1",
"CEACAM6",
"MSLN",
"AGER",
"UBE2J... | [
8,
7,
3,
6,
603,
116,
135,
225,
454,
193,
542,
530,
431,
438,
468,
151,
194,
275,
312,
353,
294,
532,
263,
473,
306,
519,
260,
346,
254,
117,
384,
21,
594,
46,
197,
272,
231,
238,
544,
590,
180,
134,
541,
477,
620,
280,
336,... | [
[
0,
1,
1,
1,
0,
1,
0,
0,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
170.94017028808594,
0,
0,
85.47008514404297,
0,
85.47008514404297,
0,
0,
0,
0,
0,
0,
170.94017028808594,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
85.47008514404297,
0,
0,
0,
0,
0,
0,
85.4... | train | aaaalnda-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalnda-1 | [
"PDGFRB",
"VIM",
"ITGB1",
"EPAS1",
"CSPG4",
"SPARCL1",
"PDIA3",
"LGALS1",
"CST3",
"LYZ",
"SOD2",
"COL1A2",
"NUCB2",
"ACTA2",
"ATF4",
"ITGAV",
"FN1",
"CTNNB1",
"HSPA5",
"HYOU1",
"CD68",
"CD34",
"HIF1A",
"HIST1H1C",
"MGST1",
"CD274",
"SOX4",
"CD44",
"DCN",
"SF... | [
8,
7,
3,
6,
425,
603,
306,
193,
146,
530,
426,
336,
147,
357,
526,
135,
408,
14,
46,
304,
225,
151,
272,
273,
102,
92,
258,
260,
369,
89,
528,
100,
169,
502,
136,
481,
480,
224,
220,
214,
212,
211,
180,
431,
117,
544,
97,
... | [
[
0,
1,
0,
0,
1,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
40.4858283996582,
0,
0,
121.45748901367188,
0,
0,
80.9716567993164,
0,
0,
0,
0,
0,
40.4858283996582,
80.9716567993164,
80.9716567993164,
0,
0,
40.4858283996582,
0,
40.4858283996582,
40.4858283996582,
0,
0,
... | train | aaaalneb-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalneb-1 | [
"LYZ",
"VIM",
"S100A8",
"HLA-DRA",
"FCER1G",
"RHOA",
"FCN1",
"CD44",
"S100A9",
"DMBT1",
"CD14",
"PKM",
"ITGB1",
"LUM",
"PTPRC",
"SFTPC",
"HSPA5",
"FN1",
"AIF1",
"STAT1",
"PDIA3",
"CD68",
"IRF1",
"S100A12",
"CD4",
"SFTPD",
"ICAM1",
"FCGR3A",
"CST3",
"SPARCL1"... | [
8,
7,
3,
6,
357,
603,
480,
263,
211,
468,
216,
100,
481,
177,
80,
438,
306,
353,
456,
506,
272,
225,
23,
542,
426,
102,
296,
477,
97,
507,
275,
214,
147,
530,
619,
27,
184,
48,
47,
454,
428,
266,
431,
433,
442,
424,
109,
5... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
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,
176.99114990234375,
0,
0,
88.49557495117188,
0,
0,
0,
0,
0,
0,
0,
0,
176.99114990234375,
0,
88.49557495117188,
0,
0,
0,
0,
0,
88.49557495117188,
0,
0,
0,
88.49557495117188,
0,
0,
0,
88... | train | aaaalnoi-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalnoi-1 | [
"HLA-DRA",
"LYZ",
"VIM",
"S100A12",
"SFTPC",
"FN1",
"MS4A7",
"WWTR1",
"PKM",
"S100A8",
"FCER1G",
"S100A9",
"NAPSA",
"COL3A1",
"SNCA",
"CD44",
"ATF4",
"SPARCL1",
"VEGFA",
"PCNA",
"PLIN2",
"ACTA2",
"EPAS1",
"LUM",
"SFTPD",
"SPCS2",
"HIST1H1C",
"MGST1",
"CD86",
... | [
8,
7,
3,
6,
263,
357,
603,
477,
506,
225,
383,
618,
438,
480,
211,
481,
394,
136,
524,
100,
46,
530,
602,
420,
442,
14,
193,
353,
507,
531,
260,
369,
109,
247,
312,
117,
389,
135,
261,
469,
409,
163,
456,
214,
177,
180,
426,... | [
[
0,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
40.81632614135742,
40.81632614135742,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
204.08163452148438,
40.81632614135742,
0,
0,
40.81632614135742,
40.81632614135742,
0,
40.81632614135742,
0,
122.448974609375,
0,
0,
... | train | aaaalnil-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalnil-1 | [
"VIM",
"HLA-DRA",
"SPARCL1",
"SFTPC",
"FN1",
"EPAS1",
"SFTPD",
"NAPSA",
"PECAM1",
"RNASE1",
"BMPR2",
"CD34",
"ATF4",
"PGC",
"IL7R",
"LUM",
"YAP1",
"CD44",
"PDIA3",
"CTNNB1",
"CST3",
"STAT1",
"MGST1",
"COL1A2",
"BCL2L1",
"DMBT1",
"IRF1",
"WWTR1",
"ICAM1",
"IT... | [
8,
7,
3,
6,
603,
263,
530,
506,
225,
193,
507,
394,
431,
469,
61,
92,
46,
433,
294,
353,
620,
100,
426,
151,
147,
542,
369,
135,
58,
177,
296,
618,
275,
306,
494,
590,
260,
247,
312,
238,
221,
211,
184,
126,
258,
332,
580,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
1,
1,
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,
37.03703689575195,
0,
0,
0,
148.1481475830078,
37.03703689575195,
0,
0,
0,
0,
0,
111.11111450195312,
0,
0,
37.03703689575195,
0,
0,
0,
0,
0,
74.0740737915039,
0,
0,
37.03703689575195,
0,
0,... | train | aaaalndo-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalndo-1 | [
"VIM",
"EPAS1",
"SPARCL1",
"ITGB1",
"CD34",
"STAT1",
"PECAM1",
"IL7R",
"KDR",
"HLA-DRA",
"NAPSA",
"SFTPC",
"HIST1H1C",
"PDIA3",
"CD44",
"CTNNB1",
"S100A8",
"LUM",
"SCGB3A2",
"KRT8",
"PKM",
"AKR1C1",
"NUTF2",
"STAT6",
"ICAM1",
"RTKN2",
"RHOA",
"YAP1",
"IRF1",
... | [
8,
7,
3,
6,
603,
193,
530,
306,
92,
542,
431,
294,
312,
263,
394,
506,
260,
426,
100,
151,
480,
353,
489,
328,
438,
26,
409,
544,
275,
473,
468,
620,
296,
46,
272,
225,
68,
490,
408,
594,
488,
254,
481,
58,
194,
427,
217,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
1,
1,
1,
1,
0,
0,
0,
0,
0,
1,
0,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
82.6446304321289,
0,
0,
165.2892608642578,
0,
0,
0,
0,
0,
0,
0,
0,
165.2892608642578,
0,
82.6446304321289,
0,
0,
0,
0,
0,
82.6446304321289,
165.2892608642578,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaalndj-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalndj-1 | [
"VIM",
"HLA-DRA",
"MRC1",
"FCER1G",
"PDIA3",
"HSPA5",
"FCGBP",
"MS4A7",
"PDIA4",
"CD68",
"SLC1A3",
"HLA-DQB1",
"CD14",
"IDH1",
"BCL2L1",
"COL3A1",
"HLA-DQA1",
"ATF4",
"AIF1",
"ITGB1",
"RNASE1",
"S100A12",
"EPAS1",
"PGC",
"HIST1H1C",
"HIF1A",
"PCNA",
"SPCS2",
"... | [
8,
7,
3,
6,
603,
263,
379,
211,
426,
272,
212,
383,
427,
102,
513,
262,
80,
276,
58,
136,
261,
46,
23,
306,
469,
477,
193,
433,
260,
258,
420,
531,
358,
194,
526,
519,
515,
438,
116,
506,
442,
408,
468,
151,
481,
480,
390,
... | [
[
0,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
0,
119.76048278808594,
59.88024139404297,
59.88024139404297,
0,
0,
0,
0,
0,
0,
0,
0,
119.76048278808594,
0,
0,
0,
59.88024139404297,
0,
0,
59.88024139404297,
0,
0,
0,
0,
119.76048278808594,
0,
... | train | aaaalnga-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalnga-1 | [
"HLA-DRA",
"VIM",
"CEACAM6",
"PKM",
"RTKN2",
"VEGFA",
"EPCAM",
"SFTPC",
"MCEMP1",
"FCER1G",
"RNASE1",
"CTNNB1",
"CD44",
"ITGA3",
"HLA-DQA1",
"NAPSA",
"NFKB1",
"FN1",
"ITGB1",
"RHOA",
"COL4A3",
"S100A8",
"DMBT1",
"FCER1A",
"SFTPD",
"MSLN",
"PGC",
"PDIA3",
"PDIA... | [
8,
7,
3,
6,
263,
603,
117,
438,
473,
602,
194,
506,
363,
211,
469,
151,
100,
301,
261,
394,
400,
225,
306,
468,
137,
480,
177,
210,
507,
384,
433,
426,
427,
357,
202,
328,
296,
324,
21,
61,
46,
51,
597,
258,
585,
519,
147,
... | [
[
0,
1,
1,
0,
0,
0,
1,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
0,
0,
50.50505065917969,
0,
0,
0,
0,
0,
0,
0,
0,
0,
101.01010131835938,
0,
0,
0,
50.50505065917969,
0,
0,
50.50505065917969,
0,
0,
0,
0,
50.50505065917969,
0,
0,
0,
0,
0,
0,
... | train | aaaalomm-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalomm-1 | [
"VIM",
"SFTPC",
"LUM",
"ICAM1",
"COL1A2",
"RHOA",
"CCL2",
"COL1A1",
"ITGB1",
"CCN2",
"SPARCL1",
"FN1",
"COL3A1",
"PDGFRA",
"XBP1",
"PDIA3",
"CD44",
"IRF1",
"SFTPD",
"FAS",
"EPAS1",
"PKM",
"NHSL2",
"EPCAM",
"FCER1G",
"DMBT1",
"PDIA4",
"PGC",
"HLA-DRA",
"STAT1... | [
8,
7,
3,
6,
603,
506,
353,
275,
135,
468,
72,
134,
306,
76,
530,
225,
136,
424,
619,
426,
100,
296,
507,
206,
193,
438,
401,
194,
211,
177,
427,
433,
263,
542,
357,
151,
389,
369,
523,
46,
328,
120,
494,
594,
51,
300,
596,
... | [
[
0,
1,
1,
1,
1,
1,
1,
0,
1,
0,
1,
1,
0,
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,
0,
0,
0,... |
[
[
0,
0,
0,
0,
0,
61.7283935546875,
0,
0,
0,
0,
0,
0,
0,
0,
123.456787109375,
0,
0,
0,
61.7283935546875,
0,
0,
61.7283935546875,
0,
123.456787109375,
0,
0,
61.7283935546875,
0,
0,
0,
0,
0,
... | train | aaaalndl-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalndl-1 | [
"SFTPC",
"DMBT1",
"CD44",
"XBP1",
"S100A8",
"SFTPD",
"DUOX1",
"S100A9",
"NAPSA",
"RNASE1",
"NKX2-1",
"HLA-DRA",
"SPARCL1",
"RHOA",
"KDR",
"IDH1",
"ITGB1",
"MGST1",
"WWTR1",
"HIF1A",
"EPCAM",
"S100A12",
"ATF4",
"STAT6",
"FN1",
"OAS3",
"VIM",
"BCL2L1",
"PDIA3",
... | [
8,
7,
3,
6,
506,
177,
100,
619,
480,
507,
180,
481,
394,
469,
404,
263,
530,
468,
312,
276,
306,
369,
618,
258,
194,
477,
46,
544,
225,
411,
603,
58,
426,
523,
526,
515,
504,
117,
519,
294,
489,
232,
136,
400,
473,
454,
408,... | [
[
0,
1,
1,
1,
1,
1,
0,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
32.467533111572266,
0,
0,
0,
0,
0,
0,
0,
32.467533111572266,
0,
0,
0,
162.33766174316406,
0,
0,
0,
32.467533111572266,
32.467533111572266,
0,
0,
0,
32.467533111572266,
0,
64.93506622314453,
129.870132... | train | aaaalnea-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalnea-1 | [
"VIM",
"S100A8",
"HLA-DRA",
"EPAS1",
"SFTPC",
"RHOA",
"PECAM1",
"SPARCL1",
"STAT1",
"CD44",
"LUM",
"COL1A2",
"CTNNB1",
"KDR",
"IFIT3",
"OAS2",
"DMBT1",
"S100A12",
"ATF4",
"ICAM1",
"FN1",
"OAS3",
"BMPR2",
"PDIA4",
"HLA-DQA1",
"ITGB1",
"FCER1G",
"COL3A1",
"PDIA3... | [
8,
7,
3,
6,
603,
480,
263,
193,
506,
468,
431,
530,
542,
100,
353,
135,
151,
312,
280,
410,
177,
477,
46,
275,
225,
411,
61,
427,
261,
306,
211,
136,
426,
147,
442,
394,
469,
494,
68,
134,
206,
580,
238,
258,
260,
526,
301,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
1,
0,
0,
0,
0,
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,
56.17977523803711,
112.35955047607422,
0,
56.17977523803711,
0,
0,
0,
0,
0,
0,
0,
0,
168.53932189941406,
0,
0,
0,
0,
56.17977523803711,
0,
0,
0,
0,
0,
56.17977523803711,
56.17977523803711,
0,
... | train | aaaalnep-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalnep-1 | [
"LYZ",
"VIM",
"HLA-DRA",
"SFTPC",
"S100A8",
"FCER1G",
"CD44",
"RHOA",
"PDIA3",
"GPR183",
"NAPSA",
"CTNNB1",
"DMBT1",
"FN1",
"PCNA",
"S100A12",
"IRF1",
"FCN1",
"ATF4",
"UCHL3",
"FCGR3A",
"SOD2",
"HERPUD1",
"SPARCL1",
"SPCS3",
"HYOU1",
"COL1A2",
"MRC1",
"DCN",
... | [
8,
7,
3,
6,
357,
603,
263,
506,
480,
211,
100,
468,
426,
242,
394,
151,
177,
225,
420,
477,
296,
216,
46,
596,
214,
526,
254,
530,
532,
273,
135,
379,
169,
353,
261,
21,
427,
301,
433,
438,
23,
619,
14,
260,
255,
117,
308,
... | [
[
0,
1,
1,
1,
1,
1,
1,
0,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
104.16666412353516,
0,
0,
208.3333282470703,
0,
0,
0,
0,
0,
0,
0,
0,
104.16666412353516,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
104.16666412353516,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaalnff-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalnff-1 | [
"PGC",
"VIM",
"SFTPC",
"DMBT1",
"HLA-DRA",
"SFTPD",
"RHOA",
"ITGB1",
"NAPSA",
"EPAS1",
"PDIA6",
"PCNA",
"PECAM1",
"RNASE1",
"AIF1",
"UCHL3",
"PKM",
"GSR",
"SPRY2",
"MANF",
"SPCS2",
"SPARCL1",
"PDIA4",
"LMAN1",
"SOD2",
"LPAR2",
"OAS3",
"MGST1",
"MKI67",
"FN1"... | [
8,
7,
3,
6,
433,
603,
506,
177,
263,
507,
468,
306,
394,
193,
428,
420,
431,
469,
23,
596,
438,
247,
537,
360,
531,
530,
427,
346,
526,
349,
411,
369,
371,
225,
135,
78,
404,
408,
456,
100,
621,
426,
61,
581,
296,
46,
301,
... | [
[
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
0,
0,
0,
0,
0,
44.24778747558594,
0,
44.24778747558594,
0,
0,
0,
0,
44.24778747558594,
0,
0,
0,
132.7433624267578,
0,
0,
0,
0,
88.49557495117188,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaalnfp-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalnfp-1 | [
"SFTPC",
"SFTPD",
"CD44",
"NAPSA",
"PGC",
"HLA-DRA",
"DMBT1",
"MGST1",
"XBP1",
"VIM",
"NKX2-1",
"RNASE1",
"ITGA3",
"CFTR",
"LAMP3",
"HSPA5",
"DUOX1",
"PDIA6",
"YAP1",
"PCNA",
"AXIN2",
"HIST1H1C",
"STAT1",
"SSR3",
"RTKN2",
"LMAN1",
"SMAD4",
"SLC25A37",
"RHOA",
... | [
8,
7,
3,
6,
506,
507,
100,
394,
433,
263,
177,
369,
619,
603,
404,
469,
301,
120,
332,
272,
180,
428,
620,
420,
51,
260,
542,
541,
473,
346,
519,
514,
468,
273,
580,
308,
328,
58,
324,
194,
602,
400,
610,
517,
516,
450,
31,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
0,
0,
1,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
41.84100341796875,
41.84100341796875,
0,
0,
0,
0,
41.84100341796875,
83.6820068359375,
0,
0,
0,
0,
83.6820068359375,
41.84100341796875,
41.84100341796875,
0,
41.84100341796875,
0,
0,
0,
0,
0,
0,
0,
0,... | train | aaaalnha-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalnha-1 | [
"S100A8",
"DMBT1",
"VIM",
"S100A9",
"SOD2",
"SFTPC",
"HLA-DRA",
"PGC",
"PKM",
"CD44",
"NAPSA",
"EPCAM",
"SFTPD",
"PTPRC",
"PRDX4",
"HIST1H1C",
"FN1",
"FCER1G",
"ICAM1",
"PDIA3",
"MGST1",
"HYOU1",
"CEACAM6",
"S100A12",
"KRT18",
"ITGAX",
"ITGB1",
"RHOA",
"ITGAM"... | [
8,
7,
3,
6,
480,
177,
603,
481,
526,
506,
263,
433,
438,
100,
394,
194,
507,
456,
450,
260,
225,
211,
275,
426,
369,
273,
117,
477,
324,
305,
306,
468,
303,
46,
473,
31,
247,
258,
193,
581,
101,
469,
202,
411,
428,
180,
262,... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
0,
0,
0,
1,
1,
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,
34.482757568359375,
0,
0,
68.96551513671875,
0,
0,
0,
0,
0,
0,
0,
34.482757568359375,
137.9310302734375,
0,
34.482757568359375,
0,
0,
0,
34.482757568359375,
0,
0,
34.482757568359375,
0,
0,
34.48275756... | train | aaaalonj-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalonj-1 | [
"VIM",
"SPARCL1",
"RHOA",
"FN1",
"HLA-DRA",
"LYZ",
"ITGB1",
"CD44",
"LUM",
"EPAS1",
"IDH1",
"PKM",
"COL3A1",
"PDIA3",
"COL1A2",
"FCER1G",
"ATF4",
"COL1A1",
"SOD2",
"SPCS3",
"CD34",
"SFTPC",
"ERLEC1",
"PECAM1",
"STAT1",
"PDGFRA",
"KDR",
"GSR",
"MRC1",
"HIST1H... | [
8,
7,
3,
6,
603,
530,
468,
225,
263,
357,
306,
100,
353,
193,
276,
438,
136,
426,
135,
211,
46,
134,
526,
532,
92,
506,
197,
431,
542,
424,
312,
247,
379,
260,
272,
214,
328,
531,
291,
507,
280,
261,
151,
481,
254,
454,
411,... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
1,
0,
1,
1,
1,
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,
47.84688949584961,
191.38755798339844,
0,
47.84688949584961,
0,
0,
0,
0,
0,
0,
0,
47.84688949584961,
239.2344512939453,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
47.84688949584961,
0,
0,
0,
0,
... | train | aaaalone-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalone-1 | [
"VIM",
"EPAS1",
"SPARCL1",
"HLA-DRA",
"S100A8",
"SFTPC",
"CD34",
"PECAM1",
"PKM",
"NAPSA",
"ATF4",
"FCN3",
"HIST1H1C",
"SOD2",
"S100A9",
"HYOU1",
"STAT1",
"IL7R",
"KDR",
"AGER",
"HERPUD1",
"CTNNB1",
"HLA-DQA1",
"LUM",
"RHOA",
"DMBT1",
"SOX9",
"NUCB2",
"KRT18",... | [
8,
7,
3,
6,
603,
193,
530,
263,
480,
506,
92,
431,
438,
394,
46,
217,
260,
526,
481,
273,
542,
294,
312,
21,
254,
151,
261,
353,
468,
177,
529,
408,
324,
541,
291,
428,
225,
620,
469,
184,
580,
328,
369,
182,
507,
118,
117,
... | [
[
0,
1,
1,
1,
1,
0,
0,
1,
0,
1,
0,
1,
1,
0,
1,
1,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
0,
75.18797302246094,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
150.37594604492188,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaalngc-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalngc-1 | [
"SFTPC",
"ICAM1",
"DMBT1",
"NAPSA",
"NKX2-1",
"SFTPD",
"CD44",
"HLA-DRA",
"HSPA5",
"XBP1",
"RHOA",
"EPCAM",
"AXIN2",
"FN1",
"CENPF",
"RNASE1",
"MGST1",
"YAP1",
"CTNNB1",
"VIM",
"PRDX4",
"STAT1",
"PDIA6",
"ITGB1",
"KRT18",
"SELENOS",
"CD52",
"SLC25A4",
"GSR",
... | [
8,
7,
3,
6,
506,
275,
177,
394,
404,
507,
100,
263,
272,
619,
468,
194,
51,
225,
118,
469,
369,
620,
151,
603,
450,
542,
428,
306,
324,
494,
101,
515,
247,
426,
389,
379,
480,
478,
477,
357,
147,
454,
442,
411,
180,
184,
374... | [
[
0,
1,
1,
1,
1,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
123.456787109375,
0,
0,
61.7283935546875,
0,
0,
0,
61.7283935546875,
0,
0,
0,
0,
246.91357421875,
0,
0,
0,
0,
0,
0,
0,
0,
185.1851806640625,
0,
0,
123.456787109375,
0,
0,
0,
0,
0,
... | train | aaaalono-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalono-1 | [
"SPARCL1",
"VIM",
"PECAM1",
"COL1A2",
"RHOA",
"HLA-DRA",
"CD44",
"SFTPC",
"ATF4",
"EPAS1",
"S100A8",
"HSPA5",
"BCL2L1",
"CST3",
"PDIA4",
"S100A9",
"DMBT1",
"SPCS3",
"S100A12",
"BMPR2",
"FN1",
"LUM",
"MEG3",
"STAT1",
"NUCB2",
"LGALS1",
"CD34",
"LAMP3",
"ITGB1",... | [
8,
7,
3,
6,
530,
603,
431,
135,
468,
263,
100,
506,
46,
193,
480,
272,
58,
147,
427,
481,
177,
532,
477,
61,
225,
353,
366,
542,
408,
336,
92,
332,
306,
619,
454,
312,
14,
383,
504,
114,
516,
379,
507,
254,
459,
151,
126,
... | [
[
0,
1,
1,
1,
1,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
136.98629760742188,
0,
0,
0,
0,
0,
0,
68.49314880371094,
0,
0,
0,
0,
0,
0,
0,
0,
136.98629760742188,
68.49314880371094,
0,
68.49314880371094,
0,
0,
0,
0,
0,
0,
68.49314880371094,
0,
0,... | train | aaaaloml-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaloml-1 | [
"HLA-DRA",
"SFTPC",
"NAPSA",
"CD44",
"DUOX1",
"SFTPD",
"PDIA3",
"CCL2",
"PKM",
"PCNA",
"MGST1",
"VIM",
"PGC",
"HLA-DQA1",
"IDH1",
"RNASE1",
"S100A8",
"DMBT1",
"EGFR",
"SMAD4",
"STAT1",
"CD68",
"SPARCL1",
"IL7R",
"SPCS3",
"PDIA4",
"AXIN2",
"ACTA2",
"ITGA3",
"... | [
8,
7,
3,
6,
263,
506,
394,
100,
180,
507,
426,
72,
438,
420,
369,
603,
433,
261,
276,
469,
480,
177,
182,
519,
542,
102,
530,
294,
532,
427,
51,
14,
301,
275,
273,
304,
523,
332,
504,
120,
494,
135,
137,
357,
260,
151,
254,
... | [
[
0,
1,
1,
1,
1,
1,
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,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
104.16666412353516,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
104.16666412353516,
0,
0,
... | train | aaaalnfi-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalnfi-1 | [
"CEACAM6",
"SFTPD",
"SFTPC",
"DMBT1",
"NAPSA",
"PKM",
"PGC",
"LAMP3",
"LYZ",
"PDIA3",
"SCGB1A1",
"SCGB3A2",
"HLA-DRA",
"IFIT2",
"SPCS3",
"RTKN2",
"TOP2A",
"KRT18",
"VIM",
"CD44",
"LUM",
"HERPUD1",
"CCN2",
"FCGR3A",
"HIST1H1C",
"COL1A1",
"RNASE1",
"MCEMP1",
"S1... | [
8,
7,
3,
6,
117,
507,
506,
177,
394,
438,
433,
332,
357,
426,
488,
489,
263,
279,
532,
473,
581,
324,
603,
100,
353,
254,
76,
214,
260,
134,
469,
363,
480,
526,
481,
416,
477,
478,
272,
490,
301,
427,
410,
442,
46,
225,
202,... | [
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
106.38298034667969,
106.38298034667969,
0,
0,
0,
0,
0,
0,
0,
0,
0,
106.38298034667969,
319.14892578125,
0,
0,
0,
0,
319.14892578125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaalomo-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalomo-1 | [
"PDGFRB",
"SFTPC",
"SPARCL1",
"HLA-DRA",
"COL1A2",
"AXL",
"CD44",
"ATF4",
"VIM",
"PDIA3",
"MYDGF",
"PKM",
"ITGB1",
"S100A8",
"DMBT1",
"LAMP3",
"XBP1",
"MEG3",
"ITGAV",
"LUM",
"IRF1",
"PDIA4",
"SPCS2",
"MKI67",
"HIF1A",
"HAVCR2",
"SFTPD",
"SMAD4",
"SOD2",
"NA... | [
8,
7,
3,
6,
425,
506,
530,
263,
135,
52,
100,
46,
603,
426,
390,
438,
306,
480,
177,
332,
619,
366,
304,
353,
296,
427,
531,
371,
258,
253,
507,
519,
526,
394,
400,
260,
469,
468,
217,
151,
454,
211,
202,
433,
194,
225,
146,... | [
[
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
0,
0,
0,
0,
0,
62.5,
0,
0,
0,
0,
0,
0,
125,
0,
0,
0,
125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
62.5,
0,
0,
0,
... | train | aaaalnnj-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalnnj-1 | [
"CD44",
"SFTPD",
"VIM",
"SFTPC",
"MKI67",
"CEACAM6",
"NAPSA",
"TOP2A",
"CENPF",
"HLA-DRA",
"ITGB1",
"PGC",
"RTKN2",
"DMBT1",
"WWTR1",
"MGST1",
"HYOU1",
"HSPA5",
"SMAD4",
"ITGA3",
"FN1",
"CTNNB1",
"ATF4",
"LAMP3",
"YAP1",
"AXIN2",
"EPCAM",
"NKX2-1",
"RHOA",
"... | [
8,
7,
3,
6,
100,
507,
603,
506,
371,
117,
394,
581,
118,
263,
306,
433,
473,
177,
618,
369,
273,
272,
519,
301,
225,
151,
46,
332,
620,
51,
194,
404,
468,
504,
426,
116,
258,
254,
469,
388,
389,
477,
260,
390,
312,
408,
410,... | [
[
0,
1,
1,
1,
1,
1,
0,
0,
1,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
0,
0,
0,
222.22222900390625,
0,
0,
0,
74.0740737915039,
0,
0,
0,
0,
222.22222900390625,
74.0740737915039,
0,
74.0740737915039,
0,
0,
0,
0,
0,
0,
0,
0,
0,
74.0740737915039,
0,
0,
74.074... | train | aaaalnfg-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalnfg-1 | [
"VIM",
"FN1",
"S100A8",
"COL3A1",
"HLA-DRA",
"LYZ",
"RHOA",
"CD44",
"LUM",
"DCN",
"AIF1",
"CTNNB1",
"ATF4",
"CEACAM6",
"SLC25A37",
"SFTPD",
"COL1A1",
"SCGB1A1",
"S100A9",
"PTPRC",
"PKM",
"SFTPC",
"HMGA1",
"PDIA3",
"ITGA3",
"UBE2J1",
"IL4R",
"SPARCL1",
"MARCO",... | [
8,
7,
3,
6,
603,
225,
480,
136,
263,
357,
468,
100,
353,
169,
23,
151,
46,
117,
514,
507,
134,
488,
481,
456,
438,
506,
264,
426,
301,
594,
293,
530,
362,
214,
427,
369,
408,
305,
618,
379,
383,
50,
222,
47,
304,
490,
31,
... | [
[
0,
1,
1,
1,
0,
1,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
0,
0,
0,
110.49723815917969,
0,
0,
0,
55.248619079589844,
0,
0,
0,
0,
220.99447631835938,
0,
0,
0,
55.248619079589844,
0,
0,
0,
0,
0,
0,
0,
165.745849609375,
0,
0,
0,
55.24861907958984... | train | aaaalnpj-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalnpj-1 | [
"VIM",
"ITGB1",
"YAP1",
"SPARCL1",
"RHOA",
"S100A8",
"FN1",
"PDGFRB",
"FCER1G",
"STAT6",
"PKM",
"LYZ",
"ATF4",
"PLIN2",
"MEG3",
"BMPR2",
"LEF1",
"COL1A2",
"HERPUD1",
"LGALS1",
"GSR",
"HIST1H1C",
"KDR",
"CD44",
"CD34",
"LUM",
"IL7R",
"PDIA6",
"STAT1",
"AIF1",... | [
8,
7,
3,
6,
603,
306,
620,
530,
468,
480,
225,
425,
211,
544,
438,
357,
46,
442,
366,
61,
335,
135,
254,
336,
247,
260,
312,
100,
92,
353,
294,
428,
542,
23,
147,
506,
469,
151,
431,
193,
205,
196,
197,
146,
136,
280,
263,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
202.70269775390625,
0,
0,
67.56756591796875,
0,
33.783782958984375,
0,
0,
0,
0,
0,
33.783782958984375,
270.270263671875,
0,
33.783782958984375,
0,
0,
33.783782958984375,
0,
0,
33.783782958984375,
0,
0,
0,... | train | aaaalnhe-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalnhe-1 | [
"VIM",
"LUM",
"COL3A1",
"COL1A2",
"COL1A1",
"FN1",
"HLA-DRA",
"ATF4",
"ACTA2",
"LYZ",
"DCN",
"PDIA3",
"PDIA4",
"ITGB1",
"PTGDS",
"RHOA",
"CCN2",
"CD44",
"SNAI2",
"HLA-DQA1",
"IDH1",
"MKI67",
"CDK1",
"CCNB2",
"RTKN2",
"XBP1",
"PKM",
"CCL21",
"YAP1",
"TOP2A",
... | [
8,
7,
3,
6,
603,
353,
136,
135,
134,
225,
263,
46,
14,
357,
169,
426,
427,
306,
454,
468,
76,
100,
523,
261,
276,
371,
114,
78,
473,
619,
438,
73,
620,
581,
23,
502,
469,
118,
480,
532,
147,
524,
507,
258,
513,
389,
254,
3... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
75.75757598876953,
378.7878723144531,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
303.0303039550781,
0,
75.75757598876953,
0,
0,
0,
75.75757598876953,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaloob-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaloob-1 | [
"CEACAM6",
"NAPSA",
"VEGFA",
"RTKN2",
"AGER",
"EPCAM",
"ICAM1",
"NKX2-1",
"S100A8",
"HSPA5",
"ATF4",
"KRT8",
"HERPUD1",
"PECAM1",
"CEACAM5",
"MGST1",
"EPAS1",
"ITGB1",
"VIM",
"ITGA3",
"HLA-DRA",
"RHOA",
"RNASE1",
"FCER1G",
"STAT6",
"KRT18",
"CST3",
"ERLEC1",
"... | [
8,
7,
3,
6,
117,
394,
602,
473,
21,
194,
275,
404,
480,
272,
46,
328,
254,
431,
116,
369,
193,
306,
603,
301,
263,
468,
469,
211,
544,
324,
147,
197,
225,
506,
100,
144,
481,
14,
92,
48,
260,
135,
532,
308,
310,
357,
264,
... | [
[
0,
1,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
58.479530334472656,
292.39764404296875,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
175.4385986328125,
0,
58.479530334472656,
0,
0,
0,
0,
0,
0,
0,
0,
0,
116.95906066894531,
0,
0,
0,
0,
0,
0,... | train | aaaalnlp-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalnlp-1 | [
"EPAS1",
"VIM",
"PECAM1",
"PDIA3",
"SFTPC",
"AGER",
"CD34",
"PGC",
"ICAM1",
"RHOA",
"HIF1A",
"POSTN",
"HIST1H1C",
"EGFR",
"PKM",
"LAMP3",
"SPARCL1",
"YAP1",
"STAT1",
"RTKN2",
"HSPA5",
"S100A8",
"ATF4",
"HLA-DRA",
"CD44",
"SOX4",
"SSR3",
"NKX2-1",
"DMBT1",
"S... | [
8,
7,
3,
6,
193,
603,
431,
426,
506,
21,
92,
433,
275,
468,
258,
446,
260,
182,
438,
332,
530,
620,
542,
473,
272,
480,
46,
263,
100,
528,
541,
404,
177,
544,
306,
135,
515,
394,
301,
590,
469,
61,
481,
147,
151,
516,
117,
... | [
[
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,... |
[
[
0,
0,
0,
0,
0,
44.44444274902344,
0,
0,
0,
44.44444274902344,
0,
0,
0,
0,
0,
0,
44.44444274902344,
0,
0,
0,
0,
0,
0,
0,
0,
0,
88.88888549804688,
0,
0,
0,
0,
0,
44.44444274902344,
... | train | aaaalndh-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalndh-1 | [
"VIM",
"LUM",
"FN1",
"COL1A2",
"COL3A1",
"PKM",
"EPAS1",
"S100A8",
"LYZ",
"ITGB1",
"SOD2",
"SPARCL1",
"CCN2",
"RHOA",
"CEACAM6",
"PDIA3",
"PECAM1",
"HLA-DRA",
"PDGFRA",
"FGF7",
"COL1A1",
"CD44",
"ICAM1",
"XBP1",
"ERLEC1",
"KDR",
"LGALS1",
"FCER1G",
"FCN1",
"... | [
8,
7,
3,
6,
603,
353,
225,
135,
136,
438,
193,
480,
357,
306,
526,
530,
76,
468,
117,
426,
431,
263,
424,
221,
134,
100,
275,
619,
197,
312,
336,
211,
216,
420,
594,
169,
280,
400,
61,
532,
254,
147,
477,
489,
151,
481,
473,... | [
[
0,
1,
1,
1,
1,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
0,
0,
0,
150.75376892089844,
0,
0,
0,
0,
0,
0,
0,
0,
201.00502014160156,
0,
251.2562713623047,
0,
0,
50.25125503540039,
0,
0,
0,
0,
0,
0,
0,
0,
50.25125503540039,
0,
0,
0,
50.2... | train | aaaalong-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalong-1 | [
"VIM",
"HLA-DRA",
"CD44",
"LYZ",
"FN1",
"SFTPC",
"IDH1",
"PDIA3",
"ATG7",
"ATF4",
"CD68",
"FCGR3A",
"PKM",
"FCER1G",
"MS4A7",
"CTNNB1",
"FABP4",
"HLA-DQA1",
"MARCO",
"AIF1",
"DMBT1",
"STAT6",
"SFTPD",
"SLC1A3",
"HAVCR2",
"PPARG",
"RHOA",
"SELENOS",
"TREM2",
... | [
8,
7,
3,
6,
603,
263,
100,
357,
225,
506,
276,
426,
48,
46,
102,
214,
438,
211,
383,
151,
202,
261,
362,
23,
177,
544,
507,
513,
253,
448,
468,
494,
586,
433,
431,
262,
332,
428,
328,
427,
306,
532,
324,
531,
260,
469,
542,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
166.6666717529297,
0,
0,
111.11111450195312,
0,
55.55555725097656,
0,
0,
0,
0,
0,
0,
388.888916015625,
0,
0,
0,
0,
111.11111450195312,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaalndm-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalndm-1 | [
"VIM",
"SFTPC",
"ATF4",
"LUM",
"FN1",
"COL1A2",
"EPAS1",
"PDGFRB",
"PKM",
"XBP1",
"SPARCL1",
"HYOU1",
"CCL2",
"ACTA2",
"NAPSA",
"DMBT1",
"CCN2",
"MYC",
"COL3A1",
"PDIA6",
"HIST1H1C",
"S100A8",
"COL1A1",
"CST3",
"SFTPD",
"HES1",
"HLA-DRA",
"SOD2",
"ITGB1",
"K... | [
8,
7,
3,
6,
603,
506,
46,
353,
225,
135,
193,
425,
438,
619,
530,
273,
72,
14,
394,
177,
76,
389,
136,
428,
260,
480,
134,
147,
507,
255,
263,
526,
306,
324,
468,
332,
23,
171,
431,
594,
426,
52,
454,
214,
231,
442,
523,
2... | [
[
0,
1,
1,
1,
0,
1,
0,
0,
1,
0,
1,
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,
388.3495178222656,
48.5436897277832,
48.5436897277832,
0,
0,
0,
0,
0,
0,
0,
0,
97.0873794555664,
0,
48.5436897277832,
0,
0,
0,
0,
0,
0,
48.5436897277832,
0,
0,
97.0873794555664,
0,
0,
0... | train | aaaalneg-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalneg-1 | [
"SFTPC",
"RTKN2",
"VEGFA",
"ICAM1",
"VIM",
"AGER",
"CEACAM5",
"RNASE1",
"ITGB1",
"KRT8",
"PDIA3",
"NKX2-1",
"FN1",
"S100A8",
"EPCAM",
"NAPSA",
"MSLN",
"ITGA3",
"CEACAM6",
"PTGDS",
"PKM",
"HERPUD1",
"SFTPD",
"RHOA",
"MGST1",
"KRT18",
"BMPR2",
"ITGB6",
"SFTA2",
... | [
8,
7,
3,
6,
506,
473,
602,
275,
603,
21,
116,
469,
306,
328,
426,
404,
225,
480,
194,
394,
384,
301,
117,
454,
438,
254,
507,
468,
369,
324,
61,
308,
504,
100,
332,
46,
193,
433,
151,
477,
147,
326,
258,
483,
135,
494,
502,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
1,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
0,
365.8536376953125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
487.80487060546875,
0,
0,
0,
0,
0,
0,
0,
0,
121.95121765136719,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0... | train | aaaaloni-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaloni-1 | [
"DUOX1",
"VIM",
"KRT18",
"ATF4",
"SFTPD",
"AGER",
"STAT6",
"KRT8",
"EPCAM",
"RTKN2",
"RHOA",
"ITGB1",
"HLA-DRA",
"COL1A2",
"CEACAM6",
"SSR3",
"COL1A1",
"VEGFA",
"SFTPC",
"SOD2",
"ITGA3",
"EPAS1",
"EHMT1",
"HIF1A",
"PECAM1",
"RNASE1",
"CD34",
"COL3A1",
"RETN",
... | [
8,
7,
3,
6,
180,
603,
324,
46,
507,
21,
544,
328,
194,
473,
468,
306,
263,
135,
117,
541,
134,
602,
506,
526,
301,
193,
184,
258,
431,
469,
92,
136,
466,
272,
273,
480,
275,
394,
580,
448,
58,
420,
590,
594,
620,
177,
182,
... | [
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
... |
[
[
0,
74.0740737915039,
592.5925903320312,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
296.2962951660156,
74.0740737915039,
0,
0,
148.1481475830078,
148.1481475830078,
0,
0,
0,
0,
0,
74.0740737915039,
0,
0,
0,
... | train | aaaalnmj-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalnmj-1 | [
"VIM",
"FN1",
"ACTA2",
"SPARCL1",
"COL1A2",
"COL3A1",
"YAP1",
"ATF4",
"PDIA4",
"RHOA",
"CD44",
"HIF1A",
"COL15A1",
"PKM",
"S100A9",
"MEG3",
"HYOU1",
"CST3",
"AXL",
"S100A8",
"ITGAV",
"ITGB1",
"AXIN2",
"CTNNB1",
"CD34",
"EPCAM",
"EPAS1",
"HIST1H1C",
"PLIN2",
... | [
8,
7,
3,
6,
603,
225,
14,
530,
135,
136,
620,
46,
427,
468,
100,
258,
133,
438,
481,
366,
273,
147,
52,
480,
304,
306,
51,
151,
92,
194,
193,
260,
442,
182,
177,
379,
254,
519,
247,
507,
242,
403,
426,
134,
220,
221,
263,
... | [
[
0,
1,
1,
1,
1,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
67.56756591796875,
0,
67.56756591796875,
0,
0,
0,
0,
0,
0,
0,
0,
0,
337.83782958984375,
67.56756591796875,
0,
0,
0,
135.1351318359375,
0,
0,
0,
0,
0,
0,
67.56756591796875,
0,
0,
0,
0,
... | train | aaaalnop-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalnop-1 | [
"VIM",
"RHOA",
"SFTPC",
"HLA-DRA",
"NKX2-1",
"ATF4",
"RTKN2",
"RNASE1",
"NAPSA",
"LUM",
"VEGFA",
"HIST1H1C",
"FAP",
"DMBT1",
"COL4A3",
"ICAM1",
"PECAM1",
"ITGB1",
"LYZ",
"FN1",
"CST3",
"CD44",
"ITGAV",
"KRT8",
"HSPA5",
"IL7R",
"CEACAM5",
"S100A8",
"PKM",
"AX... | [
8,
7,
3,
6,
603,
468,
506,
263,
404,
46,
473,
469,
394,
353,
602,
260,
205,
177,
137,
275,
431,
306,
357,
225,
147,
100,
304,
328,
272,
294,
116,
480,
438,
52,
544,
530,
426,
425,
594,
202,
170,
526,
180,
134,
193,
194,
135,... | [
[
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,... |
[
[
0,
0,
0,
0,
0,
81.96721649169922,
0,
0,
0,
0,
0,
0,
0,
0,
81.96721649169922,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
163.93443298339844,
0,
0,
0,
163.93443298339844,
0,
0,
0,
0,
... | train | aaaalnlo-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalnlo-1 | [
"VIM",
"PDIA3",
"HLA-DRA",
"COL1A2",
"S100A8",
"ITGB1",
"RHOA",
"COL3A1",
"FN1",
"STAT1",
"DUOX1",
"PKM",
"BMPR2",
"FCER1G",
"OAS2",
"NUCB2",
"SPARCL1",
"LYZ",
"HYOU1",
"COL1A1",
"ITGA3",
"CA4",
"DCN",
"S100A12",
"RTKN2",
"SFTPC",
"CD69",
"RAMP2",
"SOD2",
"C... | [
8,
7,
3,
6,
603,
426,
263,
135,
480,
306,
468,
136,
225,
542,
180,
438,
61,
211,
410,
408,
530,
357,
273,
134,
301,
68,
169,
477,
473,
506,
103,
459,
526,
96,
143,
456,
442,
296,
620,
336,
280,
279,
272,
454,
353,
260,
258,
... | [
[
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,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
114.50381469726562,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
152.6717529296875,
0,
0,
38.167938232421875,
0,
0,
0,
0,
0,
38.167938232421875,
0,
0,
152.6717529296875,
0,
0,
0,
38.16793823242187... | train | aaaalopk-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalopk-1 | [
"SPARCL1",
"EPAS1",
"PECAM1",
"SFTPC",
"VIM",
"PGC",
"S100A8",
"KDR",
"HLA-DRA",
"CD44",
"CD34",
"DMBT1",
"MEG3",
"IL7R",
"COL1A2",
"S100A9",
"BMPR2",
"ATF4",
"SOD2",
"ITGB1",
"SPCS3",
"FN1",
"XBP1",
"SFTPD",
"RAMP2",
"PKM",
"HIST1H1C",
"HERPUD1",
"FCN3",
"N... | [
8,
7,
3,
6,
530,
193,
431,
506,
603,
433,
480,
312,
263,
100,
92,
177,
366,
294,
135,
481,
61,
46,
526,
306,
532,
225,
619,
507,
459,
438,
260,
254,
217,
408,
14,
620,
468,
469,
169,
427,
426,
126,
542,
346,
273,
247,
594,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
1,
0,
1,
1,
0,
1,
0,
1,
0,
0,
0,
1,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
0,
0,
0,
73.52941131591797,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
73.52941131591797,
0,
73.52941131591797,
73.52941131591797,
0,
73.52941131591797,
0,
0,
0,
147.05882263183594,
0,
0,
0,
0,
... | train | aaaaloph-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaloph-1 | [
"VIM",
"EPAS1",
"SPARCL1",
"FN1",
"IL7R",
"RHOA",
"ITGB1",
"CD8A",
"SOD2",
"PTPRC",
"CD34",
"PDIA3",
"CD44",
"HERPUD1",
"IRF1",
"PECAM1",
"PDIA4",
"S100A8",
"STAT1",
"TRAC",
"WWTR1",
"XBP1",
"PDGFRB",
"BMPR2",
"ZEB1",
"S100A12",
"AIF1",
"SPCS3",
"SPCS2",
"SO... | [
8,
7,
3,
6,
603,
193,
530,
225,
294,
468,
306,
110,
526,
456,
92,
426,
100,
254,
296,
431,
427,
480,
542,
585,
618,
619,
425,
61,
621,
477,
23,
532,
531,
528,
126,
263,
135,
394,
523,
519,
147,
149,
151,
544,
50,
507,
506,
... | [
[
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,... |
[
[
0,
0,
105.82010650634766,
158.73016357421875,
0,
52.91005325317383,
0,
0,
0,
0,
0,
0,
0,
0,
158.73016357421875,
0,
0,
0,
0,
0,
0,
0,
0,
52.91005325317383,
0,
0,
158.73016357421875,
0,
105.8201065063... | train | aaaalopa-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalopa-1 | [
"EPAS1",
"VIM",
"PECAM1",
"RHOA",
"IL7R",
"SPARCL1",
"CD34",
"FN1",
"ITGB1",
"STAT6",
"S100A8",
"PDIA3",
"RTKN2",
"AGER",
"ATF4",
"CTNNB1",
"HLA-DRA",
"NUCB2",
"BMPR2",
"IRF1",
"CEACAM6",
"IFIT1",
"S100A9",
"HYOU1",
"STAT1",
"HEY1",
"OAS3",
"CD44",
"LUM",
"W... | [
8,
7,
3,
6,
193,
603,
431,
468,
294,
530,
92,
225,
306,
544,
480,
426,
473,
21,
46,
151,
263,
408,
61,
296,
117,
278,
481,
273,
542,
257,
411,
100,
353,
618,
532,
14,
66,
135,
507,
584,
336,
293,
363,
494,
469,
619,
369,
5... | [
[
0,
1,
1,
1,
0,
0,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
45.66210174560547,
0,
0,
45.66210174560547,
0,
0,
0,
0,
0,
0,
0,
0,
182.64840698242188,
0,
45.66210174560547,
0,
0,
0,
0,
0,
0,
0,
0,
45.66210174560547,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaalopj-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalopj-1 | [
"FN1",
"VIM",
"PTGDS",
"LUM",
"SPARCL1",
"COL1A2",
"ITGB1",
"COL3A1",
"COL1A1",
"SOD2",
"HIST1H1C",
"LYZ",
"RHOA",
"ATF4",
"PKM",
"CD44",
"HIF1A",
"CTNNB1",
"ICAM1",
"STAT1",
"PDGFRB",
"XBP1",
"DMBT1",
"PPARG",
"EPAS1",
"CCL2",
"HSPA5",
"IFIT1",
"ITGAV",
"LM... | [
8,
7,
3,
6,
225,
603,
454,
353,
530,
135,
306,
136,
134,
526,
260,
357,
468,
46,
438,
100,
258,
151,
275,
542,
425,
619,
177,
448,
193,
72,
272,
278,
304,
346,
428,
424,
431,
369,
254,
519,
612,
14,
261,
408,
450,
294,
618,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
0,
0,
0,
0,
0,
106.38298034667969,
0,
0,
0,
0,
0,
0,
106.38298034667969,
0,
0,
0,
0,
0,
0,
0,
0,
106.38298034667969,
0,
0,
106.38298034667969,
0,
0,
0,
212.76596069335938,
0,
0... | train | aaaalopm-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalopm-1 | [
"FN1",
"EPAS1",
"ITGB1",
"PECAM1",
"SOD2",
"VIM",
"RHOA",
"CD44",
"SFTPC",
"PDIA3",
"COL1A2",
"S100A8",
"SCGB1A1",
"IL7R",
"CTNNB1",
"HIF1A",
"LGALS1",
"RNASE1",
"CA4",
"KDR",
"SFTPD",
"LUM",
"HLA-DRA",
"HLA-DQA1",
"HIST1H1C",
"MANF",
"SFTA2",
"CEACAM6",
"MEG3... | [
8,
7,
3,
6,
225,
193,
306,
431,
526,
603,
468,
100,
506,
426,
135,
480,
488,
294,
151,
258,
336,
469,
68,
312,
507,
353,
263,
261,
260,
360,
504,
117,
366,
494,
92,
46,
477,
169,
404,
408,
177,
178,
433,
26,
424,
248,
532,
... | [
[
0,
0,
0,
0,
1,
0,
1,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
89.28571319580078,
0,
0,
0,
0,
0,
0,
0,
0,
89.2857... | train | aaaalope-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalope-1 | [
"VIM",
"EPAS1",
"IL7R",
"SPARCL1",
"RHOA",
"FCN3",
"NUCB2",
"HIST1H1C",
"STAT6",
"CD44",
"ICAM1",
"TOP2A",
"UBE2J1",
"COL1A2",
"FAS",
"ITGB1",
"DMBT1",
"PTGDS",
"DUOX1",
"LYZ",
"CD34",
"PECAM1",
"SNCA",
"MEG3",
"SLC2A1",
"MKI67",
"GNG11",
"CD8A",
"SFRP2",
"N... | [
8,
7,
3,
6,
603,
193,
294,
530,
468,
217,
408,
260,
544,
100,
275,
581,
594,
135,
206,
306,
177,
454,
180,
357,
92,
431,
524,
366,
516,
371,
238,
110,
502,
409,
488,
225,
481,
442,
390,
134,
411,
400,
202,
404,
438,
532,
426... | [
[
0,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
0,
43.10344696044922,
0,
0,
0,
0,
0,
43.10344696044922,
0,
0,
0,
43.10344696044922,
43.10344696044922,
0,
0,
0,
0,
0,
43.10344696044922,
0,
43.10344696044922,
86.20689392089844,
0,
0,
0,
0,
0,... | train | aaaalmko-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalmko-1 | [
"SFTPC",
"DMBT1",
"CD44",
"PGC",
"SFTPD",
"NAPSA",
"LAMP3",
"TOP2A",
"MGST1",
"DUOX1",
"CFTR",
"NKX2-1",
"XBP1",
"HIST1H1C",
"PDIA6",
"EPCAM",
"PCNA",
"PKM",
"ITGB1",
"VIM",
"ICAM1",
"HLA-DRA",
"IFIT3",
"CDK1",
"LMAN1",
"SFTA2",
"HERPUD1",
"LYZ",
"FAS",
"YAP... | [
8,
7,
3,
6,
506,
177,
100,
433,
507,
394,
332,
581,
369,
180,
120,
404,
619,
260,
428,
194,
420,
438,
306,
603,
275,
263,
280,
114,
346,
504,
254,
357,
206,
620,
324,
328,
58,
473,
301,
151,
468,
182,
488,
426,
184,
371,
116... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
0,
0,
0,
38.91050720214844,
0,
0,
0,
0,
0,
0,
0,
0,
116.73152160644531,
0,
0,
0,
77.82101440429688,
0,
0,
0,
38.91050720214844,
0,
0,
38.91050720214844,
0,
0,
0,
0,
38.91050720214844,
... | train | aaaalnpn-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalnpn-1 | [
"PGC",
"SFTPC",
"SFTPD",
"DMBT1",
"CD44",
"NAPSA",
"HLA-DRA",
"MGST1",
"FN1",
"LAMP3",
"LUM",
"VIM",
"RHOA",
"DUOX1",
"NKX2-1",
"PDIA3",
"HSPA5",
"CST3",
"RNASE1",
"YAP1",
"ZEB1",
"ATF4",
"PDIA4",
"ITGB1",
"EPCAM",
"AXIN2",
"SPCS2",
"SPARCL1",
"ITGA3",
"PDIA... | [
8,
7,
3,
6,
433,
506,
507,
177,
100,
394,
263,
369,
225,
332,
353,
603,
468,
180,
404,
426,
272,
147,
469,
620,
621,
46,
427,
306,
194,
51,
531,
530,
301,
428,
324,
136,
504,
260,
255,
618,
387,
619,
238,
135,
193,
438,
532,... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
0,
0,
92.16590118408203,
0,
0,
0,
0,
92.16590118408203,
0,
0,
0,
0,
0,
0,
46.082950592041016,
0,
92.16590118408203,
46.082950592041016,
0,
0,
0,
0,
0,
0,
46.082950592041016,
0,
0,
0,
0... | train | aaaaload-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaload-1 | [
"SFTPC",
"PGC",
"DMBT1",
"SFTPD",
"NAPSA",
"CD44",
"RNASE1",
"VIM",
"DUOX1",
"NKX2-1",
"HIF1A",
"STAT1",
"LAMP3",
"PKM",
"XBP1",
"MGST1",
"EPAS1",
"ICAM1",
"HIST1H1C",
"FN1",
"ITGB1",
"ZEB1",
"HLA-DRA",
"SPARCL1",
"HYOU1",
"CD34",
"IFIT3",
"EGFR",
"RHOA",
"S... | [
8,
7,
3,
6,
506,
433,
177,
507,
394,
100,
469,
603,
180,
404,
258,
542,
332,
438,
619,
369,
193,
275,
260,
225,
306,
621,
263,
530,
273,
92,
280,
182,
468,
516,
324,
22,
51,
31,
147,
137,
136,
135,
528,
231,
494,
526,
102,
... | [
[
0,
1,
1,
1,
1,
1,
0,
1,
1,
1,
0,
1,
1,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
0,
29.069766998291016,
29.069766998291016,
58.13953399658203,
0,
29.069766998291016,
0,
0,
0,
0,
0,
0,
232.55813598632812,
0,
0,
0,
87.20930480957031,
29.069766998291016,
0,
29.069766998291016,
0,
58.139533996582... | train | aaaalmjg-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalmjg-1 | [
"SFTPC",
"VIM",
"NAPSA",
"SFTPD",
"CD44",
"HLA-DRA",
"PGC",
"LAMP3",
"LYZ",
"XBP1",
"ATF4",
"FN1",
"DUOX1",
"EPAS1",
"FCER1G",
"MGST1",
"COL1A1",
"MCEMP1",
"EGFR",
"SPARCL1",
"DMBT1",
"RNASE1",
"RHOA",
"PKM",
"NKX2-1",
"HSPA5",
"MRC1",
"HERPUD1",
"PDIA3",
"A... | [
8,
7,
3,
6,
506,
603,
394,
507,
100,
263,
433,
332,
357,
619,
46,
225,
180,
193,
211,
369,
134,
363,
182,
530,
177,
469,
468,
438,
404,
272,
379,
254,
426,
51,
353,
448,
58,
258,
92,
194,
490,
247,
454,
544,
428,
102,
23,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
0,
0,
1,
0,
1,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
39.84063720703125,
79.6812744140625,
0,
39.84063720703125,
0,
39.84063720703125,
0,
0,
0,
0,
0,
0,
239.0438232421875,
0,
0,
0,
159.362548828125,
0,
0,
0,
0,
39.84063720703125,
0,
0,
39.84063720703125,... | train | aaaaloam-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaloam-1 | [
"SFTPC",
"NAPSA",
"PGC",
"CD44",
"SFTPD",
"RNASE1",
"VIM",
"MGST1",
"ATF4",
"DUOX1",
"CEACAM6",
"LAMP3",
"ITGB1",
"XBP1",
"HLA-DRA",
"AXIN2",
"RHOA",
"SPARCL1",
"YAP1",
"RTKN2",
"EPAS1",
"PKM",
"HIF1A",
"HIST1H1C",
"EPCAM",
"CFTR",
"WWTR1",
"SELENOS",
"ITGA3",... | [
8,
7,
3,
6,
506,
394,
433,
100,
507,
469,
603,
369,
46,
180,
117,
332,
306,
619,
263,
51,
468,
530,
620,
473,
193,
438,
258,
260,
194,
120,
618,
494,
301,
404,
526,
357,
542,
275,
353,
225,
308,
21,
426,
177,
442,
481,
184,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
1,
1,
1,
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,
58.82352828979492,
0,
0,
0,
0,
0,
0,
0,
0,
176.4705810546875,
0,
0,
0,
176.4705810546875,
58.82352828979492,
0,
0,
0,
0,
0,
0,
117.64705657958984,
0,
0,
0,
0,
0,
0,
... | train | aaaalmjj-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalmjj-1 | [
"FN1",
"VIM",
"COL1A2",
"COL3A1",
"PTGDS",
"SPARCL1",
"HLA-DRA",
"STAT1",
"LUM",
"ITGB1",
"PKM",
"ICAM1",
"NHSL2",
"ATF4",
"PDGFRB",
"EPAS1",
"AXIN2",
"NAPSA",
"SFTPC",
"COL1A1",
"ITGA3",
"EHMT1",
"DCN",
"HERPUD1",
"LGALS1",
"FKBP11",
"RTKN2",
"FAS",
"KDR",
... | [
8,
7,
3,
6,
225,
603,
135,
136,
454,
530,
263,
542,
353,
306,
438,
275,
401,
46,
425,
193,
51,
394,
506,
134,
301,
184,
169,
254,
336,
224,
473,
206,
312,
61,
580,
494,
488,
480,
146,
472,
450,
178,
180,
52,
431,
426,
424,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
256.4102478027344,
0,
0,
0,
0,
85.47008514404297,
0,
0,
0,
85.47008514404297,
0,
0,
170.94017028808594,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaalmlm-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalmlm-1 | [
"VIM",
"HLA-DRA",
"SFTPC",
"SPARCL1",
"EPAS1",
"STAT1",
"RHOA",
"PECAM1",
"ATF4",
"S100A9",
"SPCS2",
"LGALS1",
"BMPR2",
"ICAM1",
"HERPUD1",
"LUM",
"SSR3",
"CD34",
"SMAD4",
"FN1",
"MSLN",
"RNASE1",
"ITGB1",
"PGC",
"NAPSA",
"NUCB2",
"KIT",
"HIF1A",
"EPCAM",
"H... | [
8,
7,
3,
6,
603,
263,
506,
530,
193,
542,
468,
431,
46,
481,
531,
336,
61,
275,
254,
353,
541,
92,
519,
225,
384,
469,
306,
433,
394,
408,
313,
258,
194,
257,
526,
420,
480,
184,
97,
390,
459,
426,
523,
224,
103,
404,
507,
... | [
[
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,... |
[
[
0,
0,
52.08333206176758,
156.25,
0,
104.16666412353516,
0,
0,
0,
0,
0,
0,
0,
0,
52.08333206176758,
0,
52.08333206176758,
0,
0,
0,
0,
0,
0,
52.08333206176758,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaloao-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaloao-1 | [
"VIM",
"S100A12",
"S100A8",
"LYZ",
"CD14",
"CD44",
"PTPRC",
"FCN1",
"STAT6",
"ITGB1",
"PDIA3",
"AGER",
"FCER1G",
"PKM",
"IDH1",
"S100A9",
"RETN",
"SFTPC",
"SLC25A37",
"HERPUD1",
"CXCR4",
"HLA-DRA",
"RHOA",
"TGFB1",
"DCN",
"ITGA3",
"AIF1",
"IL4R",
"HAVCR2",
"... | [
8,
7,
3,
6,
603,
477,
480,
357,
80,
100,
456,
216,
544,
306,
426,
21,
211,
438,
276,
481,
466,
506,
514,
254,
163,
263,
468,
556,
169,
301,
23,
293,
253,
519,
303,
116,
620,
46,
247,
135,
136,
231,
305,
394,
469,
324,
312,
... | [
[
0,
1,
1,
1,
1,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
0,
283.01885986328125,
0,
188.6792449951172,
0,
0,
0,
0,
0,
0,
0,
0,
188.6792449951172,
0,
0,
0,
94.3396224975586,
0,
0,
0,
0,
0,
0,
0,
94.3396224975586,
0,
0,
0,
0,
0,
0,
... | train | aaaalnpm-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalnpm-1 | [
"VIM",
"SOD2",
"S100A8",
"ITGAX",
"CTNNB1",
"RHOA",
"NAPSA",
"FN1",
"LYZ",
"PTPRC",
"AGER",
"STAT6",
"TOP2A",
"NUCB2",
"ATF4",
"ITGB1",
"HLA-DRA",
"CEACAM6",
"AIF1",
"RNASE1",
"CST3",
"JCHAIN",
"LMAN1",
"PLIN2",
"COL1A2",
"S100A9",
"SFTPC",
"SFTPD",
"SLC25A37"... | [
8,
7,
3,
6,
603,
526,
480,
305,
151,
468,
394,
225,
357,
456,
21,
544,
581,
408,
46,
306,
263,
117,
23,
469,
147,
310,
346,
442,
135,
481,
506,
507,
514,
519,
136,
438,
420,
193,
276,
296,
350,
272,
301,
260,
184,
258,
238,
... | [
[
0,
0,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
0,
112.35955047607422,
0,
56.17977523803711,
0,
56.17977523803711,
0,
56.17977523803711,
0,
0,
0,
0,
0,
56.17977523803711,
0,
0,
112.35955047607422,
56.17977523803711,
112.35955047607422,
0,
0,
168.53932189941406... | train | aaaalmlj-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalmlj-1 | [
"CEACAM6",
"VIM",
"RTKN2",
"ICAM1",
"RHOA",
"RNASE1",
"EPCAM",
"ITGA3",
"NAPSA",
"HERPUD1",
"COL4A3",
"CD44",
"HLA-DRA",
"STAT1",
"SPARCL1",
"HIF1A",
"ITGB1",
"EGFR",
"EPAS1",
"SFTPD",
"BCL2L1",
"IL7R",
"PECAM1",
"VEGFA",
"FCER1G",
"PDIA3",
"FN1",
"AGER",
"NKX... | [
8,
7,
3,
6,
117,
603,
473,
275,
468,
469,
194,
301,
394,
254,
137,
100,
263,
542,
530,
258,
306,
182,
193,
507,
58,
294,
431,
602,
211,
426,
225,
21,
404,
151,
147,
135,
506,
116,
526,
532,
369,
261,
51,
54,
620,
610,
309,
... | [
[
0,
1,
1,
0,
0,
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,
0,
0,
0,... |
[
[
0,
0,
45.0450439453125,
90.090087890625,
0,
0,
0,
90.090087890625,
0,
45.0450439453125,
0,
0,
0,
0,
45.0450439453125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
45.0450439453125,
0,
... | train | aaaaloaa-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaloaa-1 | [
"VIM",
"FN1",
"HIST1H1C",
"ITGB1",
"TOP2A",
"RHOA",
"SPARCL1",
"NAPSA",
"CEACAM6",
"NUCB2",
"RNASE1",
"COL1A2",
"LUM",
"CDK1",
"SOD2",
"SPCS3",
"MKI67",
"PDIA6",
"DDIT3",
"S100A8",
"PKM",
"CD44",
"XBP1",
"PECAM1",
"PLIN2",
"EPAS1",
"COL3A1",
"AGER",
"RTKN2",
... | [
8,
7,
3,
6,
603,
225,
260,
306,
581,
468,
530,
394,
117,
408,
469,
135,
353,
114,
526,
532,
371,
428,
171,
480,
438,
100,
619,
431,
442,
193,
136,
21,
473,
490,
26,
524,
454,
506,
238,
258,
294,
197,
194,
177,
264,
146,
144,... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
0,
0,
1,
0,
0,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
0,
211.6402130126953,
0,
0,
0,
105.82010650634766,
0,
0,
0,
0,
0,
0,
317.4603271484375,
0,
105.82010650634766,
0,
105.82010650634766,
0,
0,
0,
0,
52.91005325317383,
0,
0,
158.73016357421875,
0,
... | train | aaaaloap-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaloap-1 | [
"VIM",
"RTKN2",
"NAPSA",
"ATF4",
"HLA-DRA",
"SFTPD",
"VEGFA",
"S100A8",
"CEACAM6",
"CTNNB1",
"S100A12",
"AGER",
"S100A9",
"PKM",
"HIST1H1C",
"BMPR2",
"STAT6",
"ICAM1",
"NKX2-1",
"SOD2",
"ITGA3",
"COL4A3",
"EPAS1",
"DUOX1",
"SPARCL1",
"STAT1",
"GCLM",
"RHOA",
"... | [
8,
7,
3,
6,
603,
473,
394,
46,
263,
507,
602,
480,
117,
151,
477,
21,
481,
438,
260,
61,
544,
275,
404,
526,
301,
137,
193,
180,
530,
542,
231,
468,
426,
469,
182,
528,
324,
51,
328,
306,
26,
369,
48,
278,
266,
590,
225,
2... | [
[
0,
1,
0,
1,
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,
0,... |
[
[
0,
0,
96.15384674072266,
192.3076934814453,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
288.4615478515625,
0,
96.15384674072266,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0... | train | aaaalmlg-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalmlg-1 | [
"S100A8",
"S100A12",
"VIM",
"PDIA4",
"S100A9",
"COL1A1",
"ATF4",
"RHOA",
"LYZ",
"ITGAX",
"HIST1H1C",
"AGER",
"COL3A1",
"CD44",
"PDIA3",
"GSR",
"MGST1",
"SOD2",
"CD4",
"GNG11",
"CD274",
"STAT1",
"SLC25A37",
"SPARCL1",
"SFTPC",
"CXCR4",
"CEACAM6",
"MYDGF",
"SEC1... | [
8,
7,
3,
6,
480,
477,
603,
427,
481,
134,
46,
468,
357,
305,
260,
21,
136,
100,
426,
247,
369,
526,
97,
238,
89,
542,
514,
530,
506,
163,
117,
390,
490,
544,
216,
214,
211,
456,
454,
411,
177,
116,
225,
193,
75,
619,
14,
3... | [
[
0,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
59.88024139404297,
0,
0,
59.88024139404297,
0,
0,
0,
0,
0,
0,
0,
0,
179.64071655273438,
0,
0,
59.88024139404297,
59.88024139404297,
59.88024139404297,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaalmji-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalmji-1 | [
"VIM",
"FN1",
"LUM",
"COL3A1",
"COL1A2",
"DCN",
"SPARCL1",
"RHOA",
"ITGB1",
"YAP1",
"CCN2",
"ATF4",
"LYZ",
"SFTPC",
"COL15A1",
"COL1A1",
"S100A8",
"PTGDS",
"PPARG",
"PDGFRB",
"PDGFRA",
"EPAS1",
"HERPUD1",
"PCNA",
"CD44",
"SOD2",
"CD68",
"SNCA",
"SMAD4",
"CEA... | [
8,
7,
3,
6,
603,
225,
353,
136,
135,
169,
530,
468,
306,
620,
76,
46,
357,
506,
133,
134,
480,
454,
448,
425,
424,
193,
254,
420,
100,
526,
102,
524,
519,
117,
276,
272,
263,
262,
304,
258,
481,
147,
390,
394,
177,
401,
438,... | [
[
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,... |
[
[
0,
0,
32.25806427001953,
290.32257080078125,
0,
32.25806427001953,
0,
32.25806427001953,
96.7741928100586,
0,
0,
0,
0,
0,
96.7741928100586,
0,
96.7741928100586,
0,
0,
0,
0,
32.25806427001953,
0,
32.25806427001953,
... | train | aaaalmla-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalmla-1 | [
"VIM",
"S100A8",
"SOD2",
"SPARCL1",
"EPAS1",
"MEG3",
"AGER",
"S100A9",
"NAPSA",
"HLA-DRA",
"LTF",
"PECAM1",
"PDIA3",
"ITGB1",
"PKM",
"CTNNB1",
"LYZ",
"RNASE1",
"CEACAM6",
"S100A12",
"IL7R",
"HSPA5",
"CD34",
"CD44",
"HIST1H1C",
"ATF4",
"STAT1",
"RHOA",
"AKR1C2"... | [
8,
7,
3,
6,
603,
480,
526,
530,
193,
366,
21,
481,
394,
263,
352,
431,
426,
306,
438,
151,
357,
469,
117,
477,
294,
272,
92,
100,
260,
46,
542,
468,
27,
403,
48,
116,
312,
408,
304,
261,
620,
296,
254,
301,
456,
247,
602,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
0,
0,
1,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
54.34782791137695,
54.34782791137695,
0,
0,
0,
0,
0,
0,
54.34782791137695,
0,
0,
0,
0,
54.34782791137695,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
54.34782791137695,
0,
0,
0,
163.04348754882812,
... | train | aaaalmje-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalmje-1 | [
"VIM",
"EPAS1",
"STAT1",
"CD34",
"CLDN5",
"PECAM1",
"SPARCL1",
"IL7R",
"ITGB1",
"PDIA3",
"IRF1",
"LUM",
"PTGDS",
"RHOA",
"COL1A2",
"SFTPC",
"CA4",
"HIST1H1C",
"WWTR1",
"HLA-DRA",
"HMOX1",
"GNG11",
"DCN",
"IDH1",
"IFIT3",
"CD68",
"ITGA3",
"CST3",
"COL3A1",
"K... | [
8,
7,
3,
6,
603,
193,
542,
92,
126,
431,
530,
294,
306,
426,
296,
353,
454,
468,
135,
506,
68,
260,
618,
263,
266,
238,
169,
276,
280,
102,
301,
147,
136,
312,
273,
304,
408,
504,
438,
442,
328,
247,
526,
225,
596,
532,
612,... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
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,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
190.4761962890625,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
95.23809814453125,
0,
0,
0,
0,
0,
0,
95.23809814453125,
0,
0,
0,
0,
190.4761962890625,
0,
0,
0,
285.71429443359375,
0,
0,
... | train | aaaalmjl-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalmjl-1 | [
"VIM",
"HLA-DRA",
"FN1",
"CD34",
"CST3",
"EPAS1",
"SPARCL1",
"CA4",
"DCN",
"HIST1H1C",
"BMPR2",
"CD44",
"PDIA4",
"PECAM1",
"PGC",
"PKM",
"IL7R",
"S100A8",
"ACTA2",
"RHOA",
"CFTR",
"COL1A2",
"COL3A1",
"CRELD2",
"WWTR1",
"TNFRSF13C",
"FABP4",
"STAT1",
"GSR",
"... | [
8,
7,
3,
6,
603,
263,
225,
92,
147,
193,
530,
68,
169,
260,
61,
100,
427,
431,
433,
438,
294,
480,
14,
468,
120,
135,
136,
144,
618,
574,
202,
542,
247,
254,
531,
526,
272,
276,
278,
524,
620,
306,
353,
516,
379,
507,
401,
... | [
[
0,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
0,
156.25,
0,
52.08333206176758,
0,
0,
0,
0,
0,
0,
0,
0,
156.25,
0,
0,
52.08333206176758,
0,
0,
0,
0,
0,
52.08333206176758,
0,
0,
52.08333206176758,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaalobg-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalobg-1 | [
"LTF",
"LYZ",
"S100A8",
"VIM",
"HIST1H1C",
"S100A9",
"TOP2A",
"RETN",
"SPARCL1",
"PKM",
"FCN1",
"LUM",
"EPAS1",
"FCER1G",
"COL3A1",
"AGER",
"ATF4",
"CD34",
"MKI67",
"NUCB2",
"MCEMP1",
"NAPSA",
"SFTPC",
"CD44",
"RHOA",
"CTNNB1",
"ITGB1",
"PDIA3",
"EHMT1",
"PT... | [
8,
7,
3,
6,
352,
357,
480,
603,
260,
481,
581,
466,
530,
438,
216,
353,
193,
211,
136,
21,
46,
92,
371,
408,
363,
394,
506,
100,
468,
151,
306,
426,
184,
456,
61,
23,
433,
225,
135,
301,
206,
404,
296,
544,
526,
50,
596,
5... | [
[
0,
1,
1,
1,
1,
1,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
227.27272033691406,
0,
0,
0,
113.63636016845703,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaalmkk-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalmkk-1 | [
"VIM",
"S100A8",
"PGC",
"PKM",
"NAPSA",
"HLA-DRA",
"EPAS1",
"FCER1G",
"SFTPC",
"RTKN2",
"HYOU1",
"CD34",
"CEACAM6",
"S100A9",
"STAT1",
"ITGB1",
"ATF4",
"S100A12",
"VEGFA",
"PECAM1",
"WWTR1",
"FCN1",
"LUM",
"SPCS3",
"LYZ",
"SOX4",
"MCEMP1",
"CD44",
"COL1A2",
... | [
8,
7,
3,
6,
603,
480,
433,
438,
394,
263,
193,
211,
506,
473,
273,
92,
117,
481,
542,
306,
46,
477,
602,
431,
618,
216,
353,
532,
357,
528,
363,
100,
135,
516,
468,
225,
490,
137,
217,
442,
544,
182,
51,
296,
332,
312,
264,
... | [
[
0,
0,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
... |
[
[
0,
0,
0,
0,
0,
68.96551513671875,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
137.9310302734375,
0,
0,
0,
0,
0,
0,
0,
0,
68.96551513671875,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaalmlo-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalmlo-1 | [
"VIM",
"HLA-DRA",
"EPAS1",
"SPARCL1",
"PECAM1",
"FN1",
"MEG3",
"SFTPC",
"DMBT1",
"CD44",
"S100A9",
"S100A8",
"RHOA",
"PKM",
"IL7R",
"HSPA5",
"HERPUD1",
"HIST1H1C",
"ITGB1",
"ATP2A3",
"TGFB1",
"PDIA4",
"PDIA6",
"CTNNB1",
"LUM",
"PPARG",
"COL3A1",
"COL1A1",
"CLD... | [
8,
7,
3,
6,
603,
263,
193,
530,
431,
225,
366,
506,
177,
100,
481,
480,
468,
438,
294,
272,
254,
260,
306,
50,
556,
427,
428,
151,
353,
448,
136,
134,
126,
117,
238,
507,
514,
620,
515,
519,
116,
328,
477,
372,
357,
313,
360... | [
[
0,
1,
1,
1,
1,
1,
1,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
0,
291.26214599609375,
0,
0,
0,
0,
97.0873794555664,
0,
0,
0,
0,
0,
194.1747589111328,
0,
0,
0,
0,
97.0873794555664,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | train | aaaaloac-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaloac-1 | [
"VIM",
"EPAS1",
"PECAM1",
"ITGB1",
"S100A8",
"SPARCL1",
"HLA-DRA",
"LYZ",
"AGER",
"S100A9",
"PKM",
"LUM",
"RHOA",
"PTGDS",
"CD14",
"ATF4",
"LMAN1",
"S100A12",
"FCGR3A",
"ZEB1",
"CD44",
"SMAD4",
"CD34",
"CD28",
"SPCS2",
"SOD2",
"SLC2A1",
"CRELD2",
"CEACAM6",
... | [
8,
7,
3,
6,
603,
193,
431,
306,
480,
530,
263,
357,
21,
481,
438,
353,
468,
454,
80,
46,
346,
477,
214,
621,
100,
519,
92,
90,
531,
526,
516,
144,
117,
225,
394,
211,
410,
459,
456,
169,
411,
420,
426,
182,
427,
231,
532,
... | [
[
0,
1,
1,
0,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
67.56756591796875,
0,
0,
0,
135.1351318359375,
67.56756591796875,
0,
0,
0,
135.1351318359375,
0,
0,
135.1351318359375,
0,
0,
0,
135.1351318359375,
... | train | aaaaloba-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaloba-1 | [
"VIM",
"S100A8",
"SPARCL1",
"S100A12",
"PDGFRB",
"ITGB1",
"CD34",
"EPAS1",
"STAT1",
"RNASE1",
"S100A9",
"RHOA",
"CTNNB1",
"PTGDS",
"PKM",
"PDIA4",
"SOD2",
"IRF1",
"LYZ",
"UBE2J1",
"SMAD4",
"CSPG4",
"HSPA5",
"FN1",
"CA4",
"BMPR2",
"KDR",
"AXIN2",
"BCL2L1",
"S... | [
8,
7,
3,
6,
603,
480,
530,
477,
425,
306,
92,
193,
542,
469,
481,
468,
151,
454,
438,
427,
526,
296,
357,
594,
519,
146,
272,
225,
68,
61,
312,
51,
58,
522,
507,
304,
400,
506,
494,
490,
620,
324,
135,
335,
136,
280,
404,
... | [
[
0,
1,
1,
0,
1,
0,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
95.23809814453125,
285.71429443359375,
0,
95.23809814453125,
0,
0,
0,
0,
0,
0,
0,
0,
190.4761962890625,
0,
0,
0,
0,
0,
0,
0,
95.23809814453125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaalmml-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalmml-1 | [
"RTKN2",
"CEACAM6",
"VEGFA",
"VIM",
"NKX2-1",
"ICAM1",
"LYZ",
"KRT8",
"IL7R",
"AGER",
"SFTA2",
"SFTPD",
"NAPSA",
"PDIA3",
"IL32",
"ITGA3",
"KRT18",
"HERPUD1",
"ITGB6",
"ATF4",
"PDIA6",
"CD44",
"SPCS2",
"SOX4",
"SFTPC",
"CD52",
"CD34",
"MANF",
"MGST1",
"SPARC... | [
8,
7,
3,
6,
473,
117,
602,
603,
404,
275,
357,
328,
294,
21,
504,
507,
394,
426,
291,
301,
324,
254,
308,
46,
428,
100,
531,
528,
506,
101,
92,
360,
369,
530,
480,
231,
137,
481,
220,
469,
468,
456,
409,
438,
180,
182,
431,
... | [
[
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,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
65.1465835571289,
32.57329177856445,
0,
65.1465835571289,
0,
0,
0,
0,
0,
0,
0,
0,
130.2931671142578,
0,
32.57329177856445,
0,
0,
0,
0,
0,
0,
32.57329177856445,
0,
0,
32.57329177856445,
0,
0,
... | train | aaaaloae-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaloae-1 | [
"VIM",
"LYZ",
"HLA-DRA",
"RHOA",
"PECAM1",
"SPARCL1",
"S100A8",
"S100A9",
"SOD2",
"EPAS1",
"CD44",
"CD34",
"PKM",
"CTNNB1",
"STAT1",
"FN1",
"PDIA3",
"PDIA4",
"FCGR3A",
"PTGDS",
"ICAM1",
"LUM",
"IRF1",
"NUCB2",
"FCN1",
"IL7R",
"SPCS2",
"ATF4",
"S100A12",
"KDR... | [
8,
7,
3,
6,
603,
357,
263,
468,
431,
530,
480,
481,
526,
193,
100,
92,
438,
151,
542,
225,
426,
427,
214,
454,
275,
353,
296,
408,
216,
294,
531,
46,
477,
312,
306,
291,
442,
280,
260,
254,
273,
242,
23,
618,
328,
336,
14,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
0,
1,
1,
0,
0,
1,
0,
1,
1,
0,
0,
0,
1,
0,
0,
0,
1,
0,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
425.53192138671875,
0,
0,
106.38298034667969,
106.38298034667969,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaalmjh-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalmjh-1 | [
"S100A8",
"FN1",
"VIM",
"RHOA",
"PKM",
"ATF4",
"IRF1",
"LUM",
"SOD2",
"SFTPC",
"COL1A2",
"LYZ",
"HLA-DRA",
"NAPSA",
"PDIA3",
"CD44",
"SFTPD",
"IL32",
"EPAS1",
"DUOX1",
"DCN",
"CTNNB1",
"GCLM",
"FCGR3A",
"IL7R",
"ITGAX",
"ITGB1",
"MARCO",
"PECAM1",
"PLIN2",
... | [
8,
7,
3,
6,
480,
225,
603,
468,
438,
46,
296,
353,
526,
506,
135,
357,
263,
394,
426,
100,
507,
291,
193,
180,
169,
151,
231,
214,
294,
305,
306,
362,
431,
442,
454,
456,
477,
481,
581,
303,
363,
621,
50,
51
] | [
[
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
[
1,
0,
1,
0... |
[
[
0,
0,
144.9275360107422,
0,
0,
0,
0,
0,
0,
72.4637680053711,
0,
0,
0,
0,
217.39129638671875,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
72.4637680053711,
0,
0,
0,
0,
0,... | train | aaaalobb-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalobb-1 | [
"PECAM1",
"SFTPC",
"SPARCL1",
"SFTPD",
"VIM",
"EPAS1",
"PDIA3",
"NAPSA",
"HLA-DRA",
"DMBT1",
"CTNNB1",
"RNASE1",
"KDR",
"CD34",
"PDIA6",
"MEG3",
"ATF4",
"PKM",
"FN1",
"NUTF2",
"MGST1",
"STAT6",
"RHOA",
"LYZ",
"PDIA4",
"HIST1H1C",
"STAT1",
"PGC",
"GNG11",
"IT... | [
8,
7,
3,
6,
431,
506,
530,
507,
603,
193,
426,
394,
263,
177,
151,
469,
312,
92,
428,
366,
46,
438,
225,
409,
369,
544,
468,
357,
427,
260,
542,
433,
238,
306,
14,
278,
68,
481,
490,
118,
477,
602,
31,
515,
594,
519,
100,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
180.18017578125,
0,
0,
90.090087890625,
0,
0,
0,
0,
0,
0,
0,
0,
90.090087890625,
0,
90.090087890625,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | train | aaaaloan-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaloan-1 | [
"VIM",
"LYZ",
"IDH1",
"PKM",
"HLA-DRA",
"FN1",
"CD44",
"PDIA3",
"MRC1",
"PLIN2",
"ACTA2",
"CD14",
"NUTF2",
"FCER1G",
"FCN1",
"HIST1H1C",
"SPCS2",
"LUM",
"SNCA",
"GPR183",
"GNG11",
"CD34",
"CEACAM6",
"NAPSA",
"STAT6",
"FCGR3A",
"RNASE1",
"CST3",
"RHOA",
"OAS2... | [
8,
7,
3,
6,
603,
357,
276,
438,
263,
225,
100,
426,
379,
442,
14,
80,
409,
211,
216,
260,
531,
353,
524,
242,
238,
92,
117,
394,
544,
214,
469,
147,
468,
410,
456,
448,
177,
231,
400,
428,
272,
266,
273,
275,
618,
306,
23,
... | [
[
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,... |
[
[
0,
0,
134.40859985351562,
80.64515686035156,
0,
53.7634391784668,
0,
0,
0,
0,
0,
0,
0,
0,
134.40859985351562,
26.8817195892334,
26.8817195892334,
0,
26.8817195892334,
0,
26.8817195892334,
26.8817195892334,
0,
0,
0,... | train | aaaalmke-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalmke-1 | [
"VIM",
"LYZ",
"FN1",
"HLA-DRA",
"PDIA3",
"SOD2",
"RHOA",
"LUM",
"PLIN2",
"SPARCL1",
"PKM",
"S100A8",
"IDH1",
"CD44",
"CD68",
"PECAM1",
"STAT1",
"EPAS1",
"ACTA2",
"XBP1",
"ATF4",
"CD4",
"CD34",
"GSR",
"IL7R",
"ITGB1",
"FCN1",
"FCGR3A",
"CTNNB1",
"HSPA5",
"P... | [
8,
7,
3,
6,
603,
357,
225,
263,
426,
526,
468,
353,
442,
530,
438,
480,
276,
100,
102,
431,
542,
193,
14,
619,
46,
97,
92,
247,
294,
306,
216,
214,
151,
272,
428,
448,
456,
194,
490,
262,
80,
427,
258,
312,
301,
369,
394,
... | [
[
0,
1,
1,
1,
1,
0,
0,
1,
1,
1,
0,
1,
1,
0,
1,
1,
0,
1,
0,
1,
1,
1,
1,
0,
0,
0,
0,
0,
1,
1,
0,
0,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
1,
0,... |
[
[
0,
0,
0,
0,
0,
84.03361511230469,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
84.0336... | train | aaaalmkj-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalmkj-1 | [
"SFTPC",
"NAPSA",
"VIM",
"S100A8",
"LUM",
"PGC",
"CD44",
"SFTPD",
"FN1",
"HLA-DRA",
"RHOA",
"LYZ",
"DUOX1",
"SOD2",
"S100A12",
"DMBT1",
"PDIA3",
"XBP1",
"ITGB1",
"SSR3",
"HIST1H1C",
"S100A9",
"COL1A2",
"COL3A1",
"CD34",
"COL4A3",
"COL1A1",
"CD52",
"PTGDS",
"... | [
8,
7,
3,
6,
506,
394,
603,
480,
353,
433,
100,
507,
225,
263,
468,
357,
180,
526,
477,
177,
426,
619,
306,
541,
260,
481,
135,
136,
92,
137,
134,
101,
454,
169,
182,
193,
194,
424,
211,
409,
404,
369,
363,
272,
328,
296,
469... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
65.78947448730469,
197.36842346191406,
0,
65.78947448730469,
0,
0,
0,
0,
0,
0,
0,
0,
131.57894897460938,
0,
0,
0,
0,
0,
0,
65.78947448730469,
0,
65.78947448730469,
0,
0,
0,
0,
0,
0,
0,... | train | aaaalobe-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalobe-1 | [
"RHOA",
"S100A8",
"VIM",
"LUM",
"COL1A2",
"EPAS1",
"FCER1G",
"CD44",
"SOD2",
"S100A12",
"ITGA3",
"ITGAX",
"CD14",
"AGER",
"DMBT1",
"LYZ",
"IRF1",
"RTKN2",
"HIST1H1C",
"FN1",
"MGST1",
"SPARCL1",
"SLC25A4",
"SFTPD",
"YAP1",
"NUCB2",
"DCN",
"S100A9",
"UBE2J1",
... | [
8,
7,
3,
6,
468,
480,
603,
353,
135,
193,
211,
100,
526,
477,
301,
305,
80,
21,
177,
357,
296,
473,
260,
225,
369,
530,
515,
507,
620,
408,
169,
481,
594,
426,
597,
303,
46,
136,
306,
134,
238,
158,
528,
247,
101,
263,
400,
... | [
[
0,
1,
1,
1,
1,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
102.04081726074219,
102.04081726074219,
0,
0,
0,
51.020408630371094,
0,
0,
0,
0,
0,
0,
153.06121826171875,
0,
51.020408630371094,
51.020408630371094,
0,
0,
51.020408630371094,
102.04081726074219,
0,
102.040817260... | train | aaaalpac-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalpac-1 | [
"VIM",
"PECAM1",
"COL1A2",
"RHOA",
"ITGB1",
"LUM",
"IRF1",
"SPARCL1",
"KLRB1",
"PTGDS",
"FN1",
"PDIA3",
"GZMA",
"NAPSA",
"HIST1H1C",
"PTPRC",
"CTNNB1",
"HLA-DRA",
"SFTPC",
"KLRC1",
"CD44",
"TOP1",
"IL7R",
"ATF4",
"BCL2L1",
"HIF1A",
"S100A8",
"SCGB3A2",
"ITGAV"... | [
8,
7,
3,
6,
603,
431,
135,
468,
306,
353,
296,
530,
316,
454,
225,
426,
248,
394,
260,
456,
151,
263,
506,
317,
100,
580,
294,
46,
58,
258,
480,
489,
304,
21,
490,
542,
442,
206,
239,
136,
14,
526,
428,
427,
507,
55,
92,
2... | [
[
0,
1,
1,
0,
1,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
93.89671325683594,
46.94835662841797,
0,
0,
0,
0,
46.94835662841797,
0,
0,
0,
0,
0,
140.84506225585938,
46.94835662841797,
46.94835662841797,
0,
0,
0,
0,
0,
0,
0,
0,
0,
46.94835662841797,
0,
0... | train | aaaalopp-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalopp-1 | [
"FN1",
"VIM",
"COL1A2",
"COL3A1",
"LUM",
"COL1A1",
"PTGDS",
"HLA-DRA",
"SPARCL1",
"NAPSA",
"SFTPC",
"IDH1",
"LAMP3",
"DMBT1",
"CD44",
"HERPUD1",
"PKM",
"EPAS1",
"STAT1",
"NUCB2",
"PGC",
"XBP1",
"LGALS1",
"ATF4",
"ICAM1",
"ACTA2",
"ITGB1",
"ERLEC1",
"YAP1",
"... | [
8,
7,
3,
6,
225,
603,
135,
136,
353,
134,
454,
263,
530,
394,
506,
276,
332,
177,
100,
254,
438,
193,
542,
408,
433,
619,
336,
46,
275,
14,
306,
197,
620,
247,
473,
468,
448,
481,
146,
456,
182,
442,
504,
169,
194,
480,
621,... | [
[
0,
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,
0,
0,... |
[
[
0,
0,
0,
157.48031616210938,
0,
118.11023712158203,
0,
0,
0,
0,
0,
0,
0,
39.370079040527344,
118.11023712158203,
0,
0,
0,
118.11023712158203,
0,
78.74015808105469,
0,
0,
0,
0,
0,
39.370079040527344,
0,
... | train | aaaalmkd-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalmkd-1 | [
"VIM",
"RTKN2",
"CEACAM6",
"FN1",
"SOD2",
"PDIA3",
"VEGFA",
"NAPSA",
"LUM",
"COL4A3",
"KRT8",
"HSPA5",
"PTGDS",
"RHOA",
"EPCAM",
"CD44",
"CD68",
"SFTPD",
"SELENOS",
"AGER",
"DMBT1",
"NKX2-1",
"WWTR1",
"XBP1",
"PKM",
"EGFR",
"PDIA4",
"COL1A2",
"ATF4",
"AIF1",... | [
8,
7,
3,
6,
603,
473,
117,
225,
526,
426,
602,
394,
353,
137,
328,
272,
454,
468,
194,
100,
102,
507,
494,
21,
177,
404,
618,
619,
438,
182,
427,
135,
46,
23,
263,
51,
301,
336,
442,
306,
304,
254,
620,
238,
169,
275,
76,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
0,
0,
1,
0,
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,
0,
176.21145629882812,
44.05286407470703,
44.05286407470703,
0,
88.10572814941406,
0,
44.05286407470703,
0,
0,
0,
0,
88.10572814941406,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaloon-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaloon-1 | [
"SFTPC",
"NAPSA",
"SFTPD",
"DMBT1",
"PDIA3",
"CD44",
"PGC",
"EPCAM",
"MKI67",
"TOP2A",
"HLA-DRA",
"LAMP3",
"VIM",
"CDK1",
"AGER",
"CENPF",
"MGST1",
"FN1",
"LYZ",
"NKX2-1",
"RHOA",
"S100A9",
"DUOX1",
"PKM",
"PDIA4",
"HLA-DQB1",
"SPARCL1",
"SPCS2",
"HIF1A",
"S... | [
8,
7,
3,
6,
506,
394,
507,
177,
426,
100,
433,
194,
371,
581,
263,
332,
603,
114,
21,
118,
369,
225,
357,
404,
468,
481,
180,
438,
427,
262,
530,
531,
258,
544,
193,
134,
328,
26,
477,
590,
480,
46,
390,
214,
151,
428,
516,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
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,
176.21145629882812,
44.05286407470703,
0,
132.15859985351562,
0,
44.05286407470703,
0,
0,
0,
0,
0,
0,
220.26431274414062,
0,
0,
0,
44.05286407470703,
0,
0,
88.10572814941406,
44.05286407470703,
0,
0,
0,
... | train | aaaalmmb-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalmmb-1 | [
"VIM",
"FN1",
"HLA-DRA",
"ITGB1",
"SOD2",
"COL1A2",
"PKM",
"RHOA",
"LYZ",
"ATF4",
"ACTA2",
"CD44",
"STAT6",
"ICAM1",
"PDIA3",
"HERPUD1",
"LUM",
"FGF2",
"DCN",
"AIF1",
"EPAS1",
"PDGFRA",
"CST3",
"FCER1G",
"PDGFRB",
"SPARCL1",
"NFKB1",
"HIST1H1C",
"PTGDS",
"SL... | [
8,
7,
3,
6,
603,
225,
263,
306,
526,
135,
438,
468,
357,
46,
14,
100,
544,
275,
426,
254,
353,
220,
169,
23,
193,
424,
147,
211,
425,
530,
400,
260,
454,
514,
506,
136,
523,
102,
427,
346,
620,
336,
55,
494,
408,
594,
456,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
0,
0,
46.728973388671875,
46.728973388671875,
0,
0,
0,
93.45794677734375,
0,
0,
0,
0,
140.18692016601562,
0,
0,
0,
140.18692016601562,
0,
0,
0,
0,
46.728973388671875,
0,
0,
0,
0,
0,
0,
... | train | aaaalmnd-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalmnd-1 | [
"SFTPC",
"NAPSA",
"SFTPD",
"PGC",
"CD44",
"HLA-DRA",
"DMBT1",
"LAMP3",
"DUOX1",
"MGST1",
"FN1",
"ATF4",
"HSPA5",
"AXIN2",
"CFTR",
"RTKN2",
"SFTA2",
"EGFR",
"CTNNB1",
"SPCS2",
"CEACAM5",
"IDH1",
"PDIA3",
"ICAM1",
"EPAS1",
"ANKRD28",
"XBP1",
"ERLEC1",
"ITGA3",
... | [
8,
7,
3,
6,
506,
394,
507,
433,
100,
263,
177,
332,
180,
369,
225,
46,
272,
51,
120,
473,
504,
182,
151,
531,
116,
276,
426,
275,
193,
31,
619,
197,
301,
597,
620,
526,
253,
194,
427,
306,
480,
481,
384,
23,
22,
390,
135,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
60.240962982177734,
120.48192596435547,
0,
0,
0,
60.240962982177734,
0,
60.240962982177734,
0,
0,
0,
0,
120.48192596435547,
0,
0,
0,
60.240962982177734,
0,
60.240962982177734,
0,
0,
0,
0,
0,
0,
0,... | train | aaaalool-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalool-1 | [
"SFTPD",
"SFTPC",
"DMBT1",
"CD44",
"PGC",
"NAPSA",
"LAMP3",
"DUOX1",
"FN1",
"NFKB1",
"HLA-DRA",
"NUCB2",
"HSPA5",
"CFTR",
"NKX2-1",
"GKN2",
"SPCS2",
"PLIN2",
"KRT8",
"CTNNB1",
"AGER",
"CEACAM5",
"RHOA",
"MGST1",
"SFTA2",
"ITGA3",
"ITGB1",
"CEACAM6",
"ATF4",
... | [
8,
7,
3,
6,
507,
506,
177,
100,
433,
394,
332,
180,
225,
400,
263,
408,
272,
120,
404,
234,
531,
442,
328,
151,
21,
116,
468,
369,
504,
301,
306,
117,
46,
469,
541,
532,
254,
224,
426,
266,
519,
515,
514,
481,
360,
149,
134,... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
0,
54.054054260253906,
0,
0,
0,
0,
0,
54.054054260253906,
0,
0,
0,
0,
162.16217041015625,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
54.054054260253906,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaalmld-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalmld-1 | [
"SFTPC",
"NAPSA",
"PGC",
"CD44",
"HLA-DRA",
"SFTPD",
"DMBT1",
"DUOX1",
"MGST1",
"EGFR",
"EHMT1",
"HSPA5",
"LYZ",
"SPARCL1",
"S100A8",
"ATF4",
"LAMP3",
"CTNNB1",
"MYDGF",
"EPCAM",
"KRT8",
"ITGB6",
"NKX2-1",
"VIM",
"PKM",
"RNASE1",
"ITGA3",
"SPCS2",
"HIF1A",
"... | [
8,
7,
3,
6,
506,
394,
433,
100,
263,
507,
177,
180,
369,
182,
184,
272,
357,
530,
480,
46,
332,
151,
390,
194,
328,
308,
404,
603,
438,
469,
301,
531,
258,
427,
428,
526,
254,
426,
473,
117,
234,
489,
442,
225,
389,
353,
420... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
0,
0,
0,
181.81817626953125,
0,
0,
0,
0,
0,
0,
0,
0,
181.81817626953125,
0,
60.60606002807617,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0... | train | aaaalmlc-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalmlc-1 | [
"VIM",
"LYZ",
"HLA-DRA",
"PKM",
"PTPRC",
"PGC",
"FCER1G",
"FCN1",
"S100A8",
"ITGB1",
"S100A9",
"CD68",
"SPARCL1",
"ATF4",
"PDIA4",
"AIF1",
"PDIA6",
"PDIA3",
"CST3",
"MRC1",
"FN1",
"NAPSA",
"HIST1H1C",
"SEC11C",
"CD34",
"SLC1A3",
"MGST1",
"PLIN2",
"NUTF2",
"P... | [
8,
7,
3,
6,
603,
357,
263,
438,
456,
433,
211,
216,
480,
306,
481,
102,
530,
46,
427,
23,
428,
426,
147,
379,
225,
394,
260,
490,
92,
513,
369,
442,
409,
431,
362,
151,
454,
247,
526,
109,
621,
506,
504,
488,
135,
477,
469,
... | [
[
0,
1,
1,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
[
[
0,
0,
45.66210174560547,
0,
0,
45.66210174560547,
0,
0,
0,
0,
0,
0,
0,
0,
45.66210174560547,
0,
91.32420349121094,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
136.98629760742... | train | aaaalmma-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalmma-1 | [
"HLA-DRA",
"LYZ",
"VIM",
"SFTPC",
"CD44",
"MCEMP1",
"NAPSA",
"FCER1G",
"LAMP3",
"STAT1",
"PDIA3",
"CD14",
"SFTPD",
"CD68",
"ITGB1",
"IDH1",
"FN1",
"PKM",
"CST3",
"CCL2",
"HYOU1",
"MGST1",
"GSR",
"SPCS2",
"NUCB2",
"NUTF2",
"OAS2",
"CD4",
"PECAM1",
"RHOA",
"... | [
8,
7,
3,
6,
263,
357,
603,
506,
100,
363,
394,
211,
332,
542,
426,
80,
507,
102,
306,
276,
225,
438,
147,
72,
273,
369,
247,
531,
408,
409,
410,
97,
431,
468,
480,
456,
513,
303,
619,
379,
586,
48,
262,
353,
473,
346,
383,
... | [
[
0,
1,
1,
1,
1,
0,
1,
1,
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,
36.764705657958984,
73.52941131591797,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
147.05882263183594,
0,
0,
0,
36.764705657958984,
73.52941131591797,
0,
0,
0,
0,
0,
0,
73.52941131591797,
0,
0,
0,
0... | train | aaaalmme-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalmme-1 | [
"VIM",
"COL3A1",
"FN1",
"COL1A1",
"LUM",
"PTGDS",
"HERPUD1",
"HLA-DRA",
"EPAS1",
"COL1A2",
"PECAM1",
"MEG3",
"PDGFRA",
"SPARCL1",
"CCN2",
"ITGB1",
"PDIA3",
"DCN",
"ATF4",
"CTNNB1",
"LYZ",
"NUCB2",
"S100A8",
"NAPSA",
"CD34",
"CD44",
"SOD2",
"LGALS1",
"SFTPC",
... | [
8,
7,
3,
6,
603,
136,
225,
134,
353,
454,
254,
263,
193,
135,
431,
366,
424,
530,
76,
306,
426,
169,
46,
151,
357,
408,
480,
394,
92,
100,
526,
336,
506,
117,
481,
468,
278,
537,
97,
542,
171,
221,
556,
459,
260,
602,
238,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
1,
0,
0,
0,
0,
1,
0,
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,
43.10344696044922,
43.10344696044922,
0,
0,
0,
0,
0,
0,
0,
43.10344696044922,
0,
0,
0,
43.10344696044922,
0,
0,
0,
0,
0,
0,
0,
0,
0... | train | aaaalmmg-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalmmg-1 | [
"SFTPC",
"NAPSA",
"VIM",
"CD44",
"SOD2",
"DMBT1",
"S100A8",
"FN1",
"SFTPD",
"HLA-DRA",
"S100A9",
"RHOA",
"PGC",
"PKM",
"RNASE1",
"IFIT3",
"NUCB2",
"XBP1",
"EPAS1",
"PDIA6",
"IDH1",
"SPARCL1",
"UBE2J1",
"PECAM1",
"CD52",
"CCN2",
"TGFB1",
"CST3",
"NUTF2",
"SLC... | [
8,
7,
3,
6,
506,
394,
603,
100,
526,
177,
480,
225,
507,
263,
481,
468,
433,
438,
469,
280,
408,
619,
193,
428,
276,
530,
594,
431,
101,
76,
556,
147,
409,
515,
456,
211,
581,
618,
332,
369,
306,
401,
151,
336,
304,
473,
305... | [
[
0,
1,
1,
1,
1,
0,
1,
0,
1,
1,
1,
0,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.