Search is not available for this dataset
Expression list | Split string | Cell_id string | Gene list | Cell_Ids string | Ranked_Gene_Names list | Full_Tokens list | Gene_Gene_Matrix list | Annotations string | Sample_Names string | Normalized_Exp list |
|---|---|---|---|---|---|---|---|---|---|---|
[
[
0,
0,
86.9565200805664,
0,
0,
130.43478393554688,
0,
0,
0,
0,
0,
0,
0,
0,
43.4782600402832,
0,
0,
0,
0,
0,
0,
0,
0,
43.4782600402832,
0,
0,
0,
0,
43.4782600402832,
0,
0,
0,
43.478260... | train | aaaadlel-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadlel-1 | [
"HMOX1",
"VIM",
"HLA-DRA",
"MARCO",
"PDIA3",
"CTNNB1",
"VEGFA",
"IDH1",
"PLIN2",
"RHOA",
"MS4A7",
"HSPA5",
"CD68",
"CD14",
"MYDGF",
"XBP1",
"EPAS1",
"FCER1G",
"ITGAX",
"SOD2",
"HAVCR2",
"LYZ",
"AIF1",
"FCGR3A",
"SLC1A3",
"PDIA6",
"PDIA4",
"PRDX4",
"SPCS3",
"... | [
8,
7,
3,
6,
266,
603,
263,
362,
426,
151,
602,
276,
442,
468,
383,
272,
102,
80,
390,
619,
193,
211,
305,
526,
253,
357,
23,
214,
513,
428,
427,
450,
532,
456,
438,
275,
336,
303,
14,
147,
258,
483,
488,
490,
163,
494,
117,
... | [
[
0,
1,
1,
1,
1,
1,
1,
0,
1,
0,
0,
1,
1,
1,
0,
0,
0,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SPP1+ Macrophages | THD0011 | [
1,
0.9099999999999999,
0.82,
0.73,
0.64,
0.64,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.37,
0.37,
0.37,
0.37,
0.37,
0.37,
0.28,
0.28,
0.28,
0.19... |
[
[
0,
0,
0,
0,
0,
169.4915313720703,
0,
0,
0,
0,
0,
0,
0,
0,
169.4915313720703,
0,
0,
0,
169.4915313720703,
0,
0,
0,
0,
169.4915313720703,
0,
0,
169.4915313720703,
0,
0,
0,
0,
0,
0,
... | train | aaaadlpa-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadlpa-1 | [
"SFTPC",
"SFTPD",
"NAPSA",
"PGC",
"CD44",
"HLA-DRA",
"PCNA",
"BCL2L1",
"SOD2",
"FCGR3A",
"PKM",
"SEC11C",
"CST3",
"SELENOS",
"SFTA2",
"FN1",
"SCGB3A2",
"AXIN2",
"BMPR2",
"SNAI2",
"YAP1",
"DCN",
"AIF1",
"DMBT1",
"KRT18",
"CTNNB1",
"PECAM1",
"ITGB1",
"ATF4",
"... | [
8,
7,
3,
6,
506,
507,
394,
433,
100,
263,
420,
58,
526,
214,
438,
490,
147,
494,
504,
225,
489,
51,
61,
523,
620,
169,
23,
177,
324,
151,
431,
306,
46,
619
] | [
[
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
[
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0... | AT2 | THD0011 | [
1,
0.775,
0.55,
0.325,
0.325,
0.325,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1
] |
[
[
0,
0,
0,
0,
0,
0,
0,
161.2903289794922,
0,
0,
0,
0,
0,
161.2903289794922,
161.2903289794922,
0,
0,
0,
161.2903289794922,
0,
0,
161.2903289794922,
0,
0,
0,
161.2903289794922,
0,
0,
0,
0,
0,
... | train | aaaadlpd-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadlpd-1 | [
"SFTPC",
"SFTPD",
"DMBT1",
"PGC",
"NAPSA",
"YAP1",
"HIST1H1C",
"STAT6",
"SNCA",
"GZMB",
"MGST1",
"RTKN2",
"ICAM1",
"BMP4",
"SPP1",
"RNASE1",
"SFTA2",
"ITGB1",
"KRT18",
"BAX",
"AXIN2",
"PDIA4",
"AKR1C1",
"PDIA3",
"SCGB3A2",
"FN1",
"HERPUD1",
"ATF3",
"ATF4",
"... | [
8,
7,
3,
6,
506,
507,
177,
433,
394,
620,
260,
544,
524,
249,
369,
473,
275,
60,
536,
469,
504,
306,
324,
55,
51,
427,
26,
426,
489,
225,
254,
45,
46,
600,
619
] | [
[
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
],
[
1,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0... | AT2 | THD0011 | [
1,
0.82,
0.64,
0.64,
0.45999999999999996,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1
] |
[
[
0,
0,
131.57894897460938,
65.78947448730469,
0,
65.78947448730469,
0,
0,
0,
0,
0,
0,
0,
0,
65.78947448730469,
0,
65.78947448730469,
0,
0,
0,
0,
0,
0,
0,
65.78947448730469,
0,
65.78947448730469,
0,
0... | train | aaaadodm-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadodm-1 | [
"VIM",
"FN1",
"PGC",
"SFTPC",
"XBP1",
"CCN2",
"EPAS1",
"COL1A1",
"HLA-DRA",
"SFTPD",
"PTGDS",
"HIST1H1C",
"LYZ",
"COL3A1",
"CD14",
"ERLEC1",
"DMBT1",
"HSPA5",
"IDH1",
"KRT18",
"LPAR1",
"COL1A2",
"LUM",
"MGST1",
"NAPSA",
"ZEB1",
"SPARCL1",
"PDGFRA",
"ACTA2",
... | [
8,
7,
3,
6,
603,
225,
433,
506,
619,
76,
193,
134,
263,
507,
454,
260,
357,
136,
80,
197,
177,
272,
276,
324,
348,
135,
353,
369,
394,
621,
530,
424,
14,
618,
504,
468,
494,
489,
390,
542,
184,
574,
206,
173,
169,
594,
118,
... | [
[
0,
1,
0,
1,
1,
0,
1,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Alveolar FBs | THD0011 | [
1,
0.8875,
0.775,
0.6625,
0.55,
0.55,
0.55,
0.4375,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.212500... |
[
[
0,
0,
51.28205108642578,
51.28205108642578,
51.28205108642578,
0,
0,
0,
0,
51.28205108642578,
0,
51.28205108642578,
0,
0,
307.69232177734375,
0,
0,
0,
51.28205108642578,
51.28205108642578,
0,
0,
0,
51.28205108642578,
... | train | aaaadodo-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadodo-1 | [
"SFTPC",
"PGC",
"XBP1",
"SFTPD",
"NAPSA",
"ATF4",
"SPARCL1",
"FN1",
"TOP1",
"LAMP3",
"YAP1",
"SCGB3A2",
"DUOX1",
"EPAS1",
"MGST1",
"HIST1H1C",
"CD44",
"COL1A2",
"KDR",
"DMBT1",
"PTGDS",
"SEC11C",
"SPCS3",
"PKM",
"SOD2",
"RHOA",
"IL7R",
"ITGB1",
"VEGFA",
"HSP... | [
8,
7,
3,
6,
506,
433,
619,
507,
394,
46,
530,
225,
580,
332,
620,
489,
180,
193,
369,
260,
100,
135,
312,
177,
454,
490,
532,
438,
526,
468,
294,
306,
602,
272,
426,
424,
324,
523,
517,
514,
304,
328,
504,
301,
353,
276,
144... | [
[
0,
1,
1,
1,
1,
1,
0,
0,
1,
0,
0,
0,
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,... | AT2 | THD0011 | [
1,
0.8875,
0.775,
0.775,
0.6625,
0.55,
0.4375,
0.4375,
0.4375,
0.4375,
0.4375,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.212500000000000... |
[
[
0,
0,
191.08279418945312,
127.38853454589844,
0,
0,
0,
0,
191.08279418945312,
0,
0,
0,
0,
0,
63.69426727294922,
0,
0,
0,
0,
63.69426727294922,
63.69426727294922,
63.69426727294922,
0,
127.38853454589844,
63.6942672... | train | aaaadoec-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadoec-1 | [
"RTKN2",
"SFTPC",
"NAPSA",
"CEACAM6",
"SFTPD",
"DMBT1",
"EPAS1",
"CD34",
"PGC",
"SFTA2",
"RHOA",
"AKR1C2",
"VIM",
"XBP1",
"ACTA2",
"FAS",
"CEACAM5",
"NKX2-1",
"RNASE1",
"STAT1",
"IFIT3",
"SCGB3A2",
"DUOX1",
"CD44",
"ITGA3",
"AGER",
"MYDGF",
"COL4A3",
"MSLN",
... | [
8,
7,
3,
6,
473,
506,
394,
117,
507,
177,
193,
92,
433,
504,
468,
27,
603,
619,
14,
206,
116,
404,
469,
542,
280,
489,
180,
100,
301,
21,
390,
137,
384,
58,
306,
260,
514,
541,
275,
169,
258,
532,
254,
544,
231,
529,
135,
... | [
[
0,
1,
1,
1,
1,
0,
1,
1,
0,
1,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT1 | THD0011 | [
1,
0.8875,
0.775,
0.6625,
0.6625,
0.55,
0.4375,
0.4375,
0.4375,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21... |
[
[
0,
0,
0,
0,
0,
0,
0,
63.69426727294922,
0,
0,
0,
0,
0,
0,
191.08279418945312,
0,
63.69426727294922,
0,
127.38853454589844,
0,
0,
0,
0,
127.38853454589844,
63.69426727294922,
0,
0,
0,
0,
0,
0... | train | aaaadmkd-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadmkd-1 | [
"COL3A1",
"VIM",
"FN1",
"LUM",
"CEACAM6",
"NKX2-1",
"HIST1H1C",
"COL1A2",
"VEGFA",
"NAPSA",
"RHOA",
"DCN",
"MGST1",
"SFTPD",
"ATF4",
"PDGFRA",
"HIF1A",
"IFIT3",
"STAT6",
"STAT1",
"PDIA6",
"SOD2",
"HSPA5",
"SOX4",
"SPARCL1",
"XBP1",
"AXIN2",
"EPCAM",
"KRT8",
... | [
8,
7,
3,
6,
136,
603,
225,
353,
117,
404,
260,
135,
602,
394,
468,
169,
369,
507,
46,
424,
258,
280,
544,
542,
428,
526,
272,
528,
530,
619,
51,
194,
328,
610,
58,
182,
147,
206,
427,
191,
426,
184,
514,
515,
180,
450,
384,
... | [
[
0,
0,
0,
1,
0,
0,
0,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT1 | THD0011 | [
1,
0.9,
0.8,
0.8,
0.7000000000000001,
0.7000000000000001,
0.6,
0.5,
0.5,
0.4,
0.4,
0.4,
0.4,
0.4,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.1,
0.1,
0.... |
[
[
0,
0,
143.8848876953125,
0,
71.94244384765625,
0,
0,
0,
0,
0,
0,
0,
0,
0,
71.94244384765625,
0,
0,
0,
0,
71.94244384765625,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0... | train | aaaadlge-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadlge-1 | [
"ICAM1",
"VIM",
"SFTPD",
"RTKN2",
"XBP1",
"IRF1",
"VEGFA",
"CTNNB1",
"NAPSA",
"CEACAM6",
"KRT18",
"DUOX1",
"HSPA5",
"ITGB1",
"ITGB6",
"PDIA3",
"HERPUD1",
"SPCS3",
"FN1",
"LUM",
"MGST1",
"CD44",
"ERLEC1",
"SPARCL1",
"RNASE1",
"NKX2-1",
"ACTA2",
"WWTR1",
"EPAS1"... | [
8,
7,
3,
6,
275,
603,
507,
473,
619,
296,
602,
151,
394,
117,
324,
180,
272,
306,
308,
426,
254,
532,
225,
353,
369,
100,
197,
530,
469,
404,
14,
618,
193,
526,
428,
431,
515,
184,
182,
514,
438,
442,
504,
116,
206,
490,
126... | [
[
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT1 | THD0011 | [
1,
0.8875,
0.775,
0.6625,
0.55,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.212500... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
268.19921875,
0,
38.31417465209961,
0,
76.62834930419922,
0,
38.31417465209961,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadmkk-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadmkk-1 | [
"SFTPC",
"SFTPD",
"DMBT1",
"PGC",
"NAPSA",
"MGST1",
"NKX2-1",
"XBP1",
"HSPA5",
"PDIA3",
"ATF4",
"HYOU1",
"DUOX1",
"EPCAM",
"SPCS3",
"ITGA3",
"RHOA",
"SSR3",
"YAP1",
"TOP1",
"EHMT1",
"KRT8",
"CD44",
"HIST1H1C",
"HIF1A",
"CTNNB1",
"STAT6",
"SFTA2",
"FN1",
"SEL... | [
8,
7,
3,
6,
506,
507,
177,
433,
394,
369,
404,
619,
272,
426,
46,
273,
180,
194,
532,
301,
468,
541,
620,
580,
184,
328,
100,
260,
258,
151,
544,
504,
225,
494,
490,
120,
469,
263,
276,
51,
306,
427,
428,
324,
254,
48,
224,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9357142857142858,
0.8714285714285716,
0.8071428571428572,
0.7428571428571429,
0.6785714285714286,
0.6142857142857143,
0.6142857142857143,
0.55,
0.48571428571428577,
0.48571428571428577,
0.4214285714285715,
0.4214285714285715,
0.3571428571428572,
0.3571428571428572,
0.2928571428571... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
344.82757568359375,
114.9425277709961,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
114.9425277709961,
0,
0,
0,
114.9425277709961,
0,
0,
... | train | aaaadlgi-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadlgi-1 | [
"VIM",
"MRC1",
"HLA-DRA",
"HERPUD1",
"RNASE1",
"MS4A7",
"FCGBP",
"FCER1G",
"GPR183",
"HLA-DQA1",
"ATF4",
"STAT6",
"CD14",
"FN1",
"HYOU1",
"HAVCR2",
"NAPSA",
"LUM",
"CEACAM6",
"HLA-DQB1",
"PGC",
"SFTA2",
"CD4",
"CCL18",
"CD44",
"LYZ",
"C1QC",
"PTGDS",
"ITGB1",
... | [
8,
7,
3,
6,
603,
379,
263,
254,
469,
383,
212,
211,
242,
261,
46,
544,
80,
225,
273,
253,
394,
353,
117,
262,
433,
504,
97,
71,
100,
357,
66,
454,
306,
456,
293,
324,
184,
47,
303,
151,
426,
420,
468,
619
] | [
[
0,
0,
1,
0,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
1... | Macrophages | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.1,
0.1,
0.1,
0.... |
[
[
0,
0,
0,
0,
49.261085510253906,
0,
0,
49.261085510253906,
0,
49.261085510253906,
0,
0,
0,
0,
197.04434204101562,
0,
0,
0,
98.52217102050781,
0,
0,
49.261085510253906,
0,
49.261085510253906,
0,
0,
49.2610855... | train | aaaadmkn-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadmkn-1 | [
"SFTPC",
"SFTPD",
"NKX2-1",
"NAPSA",
"DMBT1",
"CD44",
"MGST1",
"XBP1",
"PGC",
"DUOX1",
"VIM",
"LAMP3",
"HSPA5",
"HIST1H1C",
"ATF4",
"SFTA2",
"KRT8",
"RHOA",
"HLA-DRA",
"EPAS1",
"IDH1",
"CFTR",
"COL1A1",
"MYC",
"HERPUD1",
"SOX4",
"PDIA3",
"SPCS2",
"EPCAM",
"T... | [
8,
7,
3,
6,
506,
507,
404,
394,
177,
100,
369,
619,
433,
180,
603,
332,
272,
260,
46,
504,
328,
468,
263,
193,
276,
120,
134,
389,
254,
528,
426,
531,
194,
580,
428,
324,
301,
620,
51,
594,
262,
55,
258,
26,
597,
308,
602,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
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,... | AT2 | THD0011 | [
1,
0.9181818181818181,
0.8363636363636363,
0.7545454545454545,
0.6727272727272727,
0.5909090909090909,
0.5909090909090909,
0.509090909090909,
0.509090909090909,
0.42727272727272725,
0.42727272727272725,
0.34545454545454546,
0.34545454545454546,
0.34545454545454546,
0.34545454545454546,
... |
[
[
0,
0,
0,
206.18556213378906,
0,
0,
0,
0,
103.09278106689453,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
103.09278106689453,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadjbk-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadjbk-1 | [
"PGC",
"HIST1H1C",
"SFTPD",
"CEACAM6",
"RNASE1",
"NKX2-1",
"HSPA5",
"ITGB1",
"CD44",
"EPAS1",
"TOP1",
"NAPSA",
"KRT18",
"PKM",
"CRELD2",
"MGST1",
"FN1",
"AGER",
"XBP1",
"PDIA6",
"STAT6",
"HLA-DRA",
"NUTF2",
"HMGA1",
"DUOX1",
"HERPUD1",
"SPARCL1",
"MANF",
"MYDG... | [
8,
7,
3,
6,
433,
260,
507,
117,
469,
404,
272,
306,
100,
193,
580,
394,
324,
438,
144,
369,
225,
21,
619,
428,
544,
263,
409,
264,
180,
254,
530,
360,
390,
247,
542,
273,
275,
468,
182,
614,
184,
27,
301,
426,
425,
194,
594,... | [
[
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,... | AT1 | THD0011 | [
1,
0.82,
0.82,
0.82,
0.82,
0.64,
0.64,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.... |
[
[
0,
0,
467.28973388671875,
0,
0,
0,
0,
0,
0,
93.45794677734375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
186.9158935546875,
0,
0,
0,
186.9158935546875,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadihj-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadihj-1 | [
"VIM",
"ACTA2",
"LUM",
"EPAS1",
"RHOA",
"FN1",
"ICAM1",
"KRT8",
"DCN",
"PECAM1",
"ITGB1",
"FCN3",
"MYDGF",
"AXL",
"CCN2",
"BCL2L1",
"CD34",
"PDIA4",
"HLA-DRA",
"SPCS3",
"LGALS1",
"KRT18",
"ITGAV",
"CLDN5",
"SEC11C",
"CEACAM6",
"SFTPD",
"POSTN",
"PKM",
"PDIA6... | [
8,
7,
3,
6,
603,
14,
353,
193,
468,
225,
275,
328,
169,
431,
306,
217,
390,
52,
76,
58,
92,
427,
263,
532,
336,
324,
304,
126,
490,
117,
507,
446,
438,
428,
473,
135,
294,
194,
620,
276,
273,
346,
357,
371,
426,
383,
404,
... | [
[
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,... | gCap | THD0011 | [
1,
0.82,
0.82,
0.82,
0.64,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,... |
[
[
0,
0,
78.74015808105469,
0,
78.74015808105469,
0,
0,
236.22047424316406,
0,
0,
0,
0,
0,
0,
236.22047424316406,
0,
0,
0,
78.74015808105469,
314.96063232421875,
0,
0,
0,
78.74015808105469,
0,
0,
0,
0,
... | train | aaaadjbp-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadjbp-1 | [
"CD44",
"SOD2",
"PGC",
"NAPSA",
"VIM",
"RHOA",
"MGST1",
"CEACAM6",
"NKX2-1",
"RNASE1",
"AXL",
"PDIA3",
"SFTA2",
"PKM",
"SFTPD",
"CEACAM5",
"DUOX1",
"ICAM1",
"LUM",
"VEGFA",
"ATF4",
"AKR1C1",
"CST3",
"RTKN2",
"FN1",
"KRT8",
"COL1A2",
"HIST1H1C",
"PTGDS",
"STA... | [
8,
7,
3,
6,
100,
526,
433,
394,
603,
468,
369,
117,
404,
469,
52,
426,
504,
438,
507,
116,
180,
275,
353,
602,
46,
26,
147,
473,
225,
328,
135,
260,
454,
544,
258,
531,
197,
384,
519,
184,
169,
134,
193,
211,
194,
272,
301,
... | [
[
0,
1,
1,
1,
0,
1,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT1 | THD0011 | [
1,
0.85,
0.85,
0.7,
0.7,
0.7,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1... |
[
[
0,
0,
94.3396224975586,
0,
0,
188.6792449951172,
0,
0,
94.3396224975586,
0,
0,
0,
0,
0,
0,
0,
94.3396224975586,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
943.396240234375,
0,
... | train | aaaaeadc-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaeadc-1 | [
"VIM",
"CCL18",
"HLA-DRA",
"HMOX1",
"LYZ",
"IDH1",
"CD68",
"SOD2",
"MCEMP1",
"HERPUD1",
"CD44",
"MRC1",
"MS4A7",
"IL7R",
"AIF1",
"RHOA",
"FCER1G",
"S100A9",
"CPA3",
"MARCO",
"PDIA4",
"PLIN2",
"HIST1H1C",
"EREG",
"FABP4",
"CD247",
"OAS3",
"HAVCR2",
"CD4",
"RN... | [
8,
7,
3,
6,
603,
71,
263,
266,
357,
276,
102,
526,
363,
254,
100,
379,
383,
294,
23,
468,
211,
481,
142,
362,
427,
442,
260,
196,
202,
87,
411,
253,
97,
469,
247,
109,
242,
360,
214,
480,
506,
494,
224,
428,
519,
431,
78,
... | [
[
0,
1,
1,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | not available | THD0011 | [
1,
0.85,
0.7,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
526.3157958984375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
87.71929931640625,
0,
0,
0,
0,
0,
0,
0,
87.71929931640625,
0,
0,
0,
... | train | aaaadpna-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadpna-1 | [
"VIM",
"LUM",
"COL3A1",
"ATF4",
"HIST1H1C",
"PTGDS",
"DCN",
"FN1",
"SOD2",
"SPARCL1",
"COL1A2",
"YAP1",
"FGF7",
"SNAI2",
"RHOA",
"JCHAIN",
"COL1A1",
"HIF1A",
"PDGFRA",
"GCLM",
"LTB",
"CCL21",
"MMP10",
"EGFR",
"HMOX1",
"MAL",
"FCER1G",
"MMP7",
"SMAD4",
"HSPA5... | [
8,
7,
3,
6,
603,
353,
136,
46,
260,
454,
169,
225,
526,
530,
135,
620,
221,
523,
468,
310,
134,
258,
424,
231,
350,
73,
372,
182,
266,
358,
211,
374,
519,
272,
450,
276,
61,
312,
146,
206,
313,
594,
171,
597,
438,
193
] | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
[
1,
0... | Fibroblasts | THD0011 | [
1,
0.8875,
0.775,
0.6625,
0.55,
0.55,
0.55,
0.55,
0.4375,
0.4375,
0.4375,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0... |
[
[
0,
0,
78.125,
0,
0,
0,
0,
0,
0,
78.125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadppe-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadppe-1 | [
"JCHAIN",
"VIM",
"DCN",
"LUM",
"COL3A1",
"PTGDS",
"SPARCL1",
"COL1A2",
"SOD2",
"FN1",
"CST3",
"LPAR1",
"CD44",
"FGF7",
"COL1A1",
"ITGB1",
"PDGFRA",
"XBP1",
"PLIN2",
"WWTR1",
"CSPG4",
"SSR3",
"HERPUD1",
"SPCS2",
"DNAJB9",
"CD34",
"PKM",
"CTNNB1",
"MYC",
"FKBP... | [
8,
7,
3,
6,
310,
603,
169,
353,
136,
454,
530,
135,
526,
225,
147,
348,
100,
221,
134,
306,
424,
619,
442,
618,
146,
541,
254,
531,
178,
92,
438,
151,
389,
224,
490,
191,
428,
427,
519,
258,
182,
31,
14,
620,
594
] | [
[
0,
1,
1,
1,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
[
1,
0,
1... | Fibroblasts | THD0011 | [
1,
0.8875,
0.775,
0.775,
0.6625,
0.6625,
0.55,
0.4375,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.1,
0.1,... |
[
[
0,
0,
0,
185.1851806640625,
0,
92.59259033203125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
92.59259033203125,
0,
0,
0,
0,
0,
0,
185.1851806640625,
0,
92.59259033203125,
0,
0,
0,
0,
... | train | aaaadppc-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadppc-1 | [
"VIM",
"FN1",
"HIST1H1C",
"LUM",
"COL1A2",
"SOD2",
"DCN",
"PTGDS",
"DUOX1",
"CST3",
"PGC",
"BMPR2",
"COL3A1",
"PDIA3",
"CCN2",
"SFTPD",
"PDGFRB",
"RHOA",
"EGFR",
"NUCB2",
"SPARCL1",
"HERPUD1",
"HLA-DRA",
"AGER",
"CD44",
"SMAD4",
"SLC25A4",
"ITGAV",
"SFTPC",
... | [
8,
7,
3,
6,
603,
225,
260,
353,
135,
526,
169,
454,
180,
147,
433,
61,
136,
426,
76,
507,
425,
468,
182,
408,
530,
254,
263,
21,
100,
519,
515,
304,
506,
117,
324,
301,
473,
394,
384,
276,
275,
272,
266,
428,
264,
194,
258,
... | [
[
0,
1,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Alveolar FBs | THD0011 | [
1,
0.82,
0.64,
0.64,
0.64,
0.64,
0.64,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
107.5268783569336,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
215.0537567138672,
0,
0,
0,
0,
0,
0,
0,
107.5268783569336,
107.5268783569336,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0... | train | aaaadppg-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadppg-1 | [
"JCHAIN",
"HERPUD1",
"VIM",
"LUM",
"PGC",
"SCGB3A2",
"HYOU1",
"DNAJB9",
"CD44",
"FN1",
"SFTPD",
"MYDGF",
"CEACAM6",
"NAPSA",
"HIST1H1C",
"ITGB1",
"NUTF2",
"PDIA3",
"PRDX4",
"ATF4",
"NFKB1",
"NUCB2",
"COL3A1",
"RNASE1",
"RHOA",
"CD79A",
"CTNNB1",
"MGST1",
"SPCS... | [
8,
7,
3,
6,
310,
254,
603,
353,
433,
489,
273,
178,
100,
225,
507,
390,
117,
394,
260,
306,
409,
426,
450,
46,
400,
408,
136,
469,
468,
105,
151,
369,
532,
427,
431,
556,
177,
58,
619,
266,
14,
324,
332,
272,
57,
276
] | [
[
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
],
[
1,
0... | Plasma | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.... |
[
[
0,
0,
555.5555419921875,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
222.22222900390625,
111.11111450195312,
0,
0,
0,
111.11111450195312,
0,
0,
0,
111.11111450195312,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | train | aaaaeahc-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaeahc-1 | [
"SPARCL1",
"VIM",
"HIST1H1C",
"ACTA2",
"CTNNB1",
"COL1A1",
"FN1",
"EPAS1",
"COL3A1",
"YAP1",
"SMAD4",
"EHMT1",
"ATF4",
"RHOA",
"STAT6",
"HIF1A",
"MS4A7",
"GNG11",
"ERLEC1",
"PCNA",
"CSPG4",
"PDGFRB",
"ITGB6",
"PECAM1",
"OAS3",
"HSPA5",
"ITGB1",
"PKM",
"BCL2L1"... | [
8,
7,
3,
6,
530,
603,
260,
14,
151,
134,
225,
193,
136,
620,
519,
184,
46,
468,
544,
258,
383,
238,
197,
420,
146,
425,
308,
431,
411,
272,
306,
438,
58,
47,
332,
52,
619
] | [
[
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
],
[
1,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0... | Fibroblasts | THD0011 | [
1,
0.85,
0.7,
0.7,
0.7,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1
] |
[
[
0,
0,
0,
0,
0,
123.456787109375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
123.456787109375,
0,
246.91357421875,
0,
0,
0,
123.456787109375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaeaaa-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaeaaa-1 | [
"VIM",
"HLA-DRA",
"MS4A7",
"LUM",
"ATP2A3",
"CD44",
"CTNNB1",
"IDH1",
"MRC1",
"FCER1G",
"DCN",
"ITGAV",
"HERPUD1",
"TRAC",
"PLIN2",
"XBP1",
"FN1",
"UBE2J1",
"CD8A",
"CD68",
"CXCR4",
"SOD2",
"SPARCL1",
"CD2",
"CD52",
"SOX9",
"SELENOS",
"SLC1A3",
"SFRP4",
"SPR... | [
8,
7,
3,
6,
603,
263,
383,
353,
50,
100,
151,
276,
379,
211,
169,
304,
254,
585,
442,
619,
225,
594,
110,
102,
163,
526,
530,
85,
101,
529,
494,
513,
503,
537,
136,
146,
469,
468,
212,
454,
425,
427,
431,
384,
80,
95,
193,
... | [
[
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | T-cells | THD0011 | [
1,
0.775,
0.55,
0.55,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
29.761905670166016,
0,
0,
178.57144165039062,
0,
29.761905670166016,
29.761905670166016,
0,
0,
0,
0,
0,
89.28572082519531,
0,
59.52381134033203,
0,
29.761905670166016,
0,
0,
29.761905670166016,
0,
29.761905670166... | train | aaaadlfl-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadlfl-1 | [
"VIM",
"HMOX1",
"IDH1",
"LYZ",
"HLA-DRA",
"PDIA3",
"CCL18",
"HSPA5",
"MRC1",
"CD44",
"SPP1",
"ITGB1",
"ITGAX",
"AIF1",
"RNASE1",
"RHOA",
"PDIA6",
"FCER1G",
"C1QC",
"PKM",
"SOD2",
"MGST1",
"HMGA1",
"GCLM",
"XBP1",
"PLIN2",
"SPCS3",
"SFTPC",
"ATF4",
"CD68",
... | [
8,
7,
3,
6,
603,
266,
276,
357,
263,
426,
71,
272,
379,
100,
536,
306,
305,
23,
469,
468,
428,
211,
66,
438,
526,
369,
264,
231,
619,
442,
532,
506,
46,
102,
193,
362,
556,
494,
258,
280,
273,
490,
596,
535,
383,
48,
427,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
1,
0,
1,
1,
1,
0,
1,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SPP1+ Macrophages | THD0011 | [
1,
0.9307692307692308,
0.8615384615384616,
0.7923076923076923,
0.7230769230769231,
0.7230769230769231,
0.6538461538461539,
0.6538461538461539,
0.5846153846153846,
0.5846153846153846,
0.5153846153846154,
0.5153846153846154,
0.4461538461538461,
0.4461538461538461,
0.4461538461538461,
0.4... |
[
[
0,
0,
0,
0,
0,
317.4603271484375,
0,
0,
0,
0,
0,
0,
0,
0,
158.73016357421875,
79.36508178710938,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
79.36508178710938,
0,
0,
... | train | aaaadlfm-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadlfm-1 | [
"VIM",
"HMOX1",
"MARCO",
"LYZ",
"HLA-DRA",
"PLIN2",
"ITGAX",
"AIF1",
"IDH1",
"FCER1G",
"HYOU1",
"RNASE1",
"CD68",
"PPARG",
"SOD2",
"MRC1",
"PDIA3",
"HLA-DQA1",
"ATF4",
"RHOA",
"ITGB1",
"NFKB1",
"HIST1H1C",
"PKM",
"HIF1A",
"SPCS3",
"HERPUD1",
"ERLEC1",
"HAVCR2"... | [
8,
7,
3,
6,
603,
266,
362,
357,
263,
442,
305,
23,
276,
211,
273,
469,
102,
448,
526,
379,
426,
261,
46,
468,
306,
400,
260,
438,
258,
532,
254,
197,
253,
206,
473,
151,
147,
100,
146,
231,
504,
383,
409,
384,
427,
544,
602,... | [
[
0,
1,
1,
1,
1,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SPP1+ Macrophages | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
... |
[
[
0,
0,
93.45794677734375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
280.37384033203125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadlfp-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadlfp-1 | [
"SFTPD",
"HIST1H1C",
"VIM",
"KRT8",
"HLA-DRA",
"KRT18",
"PCNA",
"ATF4",
"FN1",
"MYDGF",
"CTNNB1",
"PLIN2",
"EPCAM",
"PDIA3",
"CEACAM6",
"CD44",
"HMGA1",
"ITGB1",
"SELENOS",
"ICAM1",
"RHOA",
"PDIA4",
"SLC25A4",
"IDH1",
"EHMT1",
"TOP2A",
"PPARG",
"MRC1",
"LYZ",
... | [
8,
7,
3,
6,
507,
260,
603,
328,
263,
324,
420,
46,
225,
390,
151,
442,
194,
426,
117,
100,
264,
306,
494,
275,
468,
427,
515,
276,
184,
581,
448,
379,
357,
526,
182,
404,
253,
596,
394,
231,
504,
473,
602,
478,
369,
532,
450... | [
[
0,
1,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Proliferating Epithelial | THD0011 | [
1,
1,
0.82,
0.82,
0.82,
0.82,
0.64,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.2... |
[
[
0,
0,
0,
0,
0,
76.33587646484375,
0,
0,
0,
0,
0,
0,
0,
0,
76.33587646484375,
76.33587646484375,
0,
0,
0,
0,
0,
0,
0,
76.33587646484375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
229.00762939453... | train | aaaadmjp-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadmjp-1 | [
"LYZ",
"VIM",
"EPAS1",
"SFTPD",
"PDIA3",
"HLA-DRA",
"IDH1",
"HYOU1",
"COL3A1",
"CCL2",
"ITGAM",
"PECAM1",
"OAS2",
"HSPA5",
"CD44",
"HMOX1",
"ITGB1",
"HERPUD1",
"FN1",
"RHOA",
"FCN3",
"FCGR3A",
"CTNNB1",
"SOD2",
"CREB3L4",
"CEACAM6",
"STAT6",
"TOP1",
"CRELD2",
... | [
8,
7,
3,
6,
357,
603,
193,
507,
426,
263,
276,
273,
136,
72,
303,
431,
410,
272,
100,
266,
306,
254,
225,
468,
217,
214,
151,
526,
143,
117,
544,
580,
144,
308,
324,
346,
261,
294,
387,
369,
541,
535,
528,
504,
481,
480,
473... | [
[
0,
1,
1,
1,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.9,
0.8,
0.7000000000000001,
0.6,
0.5,
0.4,
0.4,
0.30000000000000004,
0.30000000000000004,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
40.4858283996582,
0,
80.9716567993164,
40.4858283996582,
0,
40.4858283996582,
0,
40.4858283996582,
0,
0,
0,
0,
242.91497802734375,
0,
0,
0,
0,
40.4858283996582,
80.9716567993164,
0,
0,
0,
0,
0,
80.971... | train | aaaadipn-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadipn-1 | [
"SFTPC",
"SFTPD",
"VIM",
"NAPSA",
"DMBT1",
"KRT8",
"TOP1",
"NKX2-1",
"ATF4",
"HSPA5",
"LUM",
"RHOA",
"HLA-DRA",
"CD44",
"KRT18",
"MGST1",
"SOD2",
"PDIA3",
"FN1",
"XBP1",
"LAMP3",
"SFTA2",
"STAT6",
"COL1A2",
"COL3A1",
"IDH1",
"HERPUD1",
"SCGB3A2",
"HIF1A",
"L... | [
8,
7,
3,
6,
506,
507,
603,
394,
177,
328,
580,
404,
46,
272,
353,
468,
263,
100,
324,
369,
526,
426,
225,
619,
332,
504,
544,
135,
136,
276,
254,
489,
258,
357,
494,
151,
531,
22,
247,
169,
61,
438,
134,
306,
54,
264,
515,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
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,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9181818181818181,
0.8363636363636363,
0.7545454545454545,
0.6727272727272727,
0.5909090909090909,
0.509090909090909,
0.509090909090909,
0.509090909090909,
0.42727272727272725,
0.42727272727272725,
0.42727272727272725,
0.42727272727272725,
0.42727272727272725,
0.34545454545454546,
... |
[
[
0,
0,
128.2051239013672,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
256.4102478027344,
0,
0,
128.2051239013672,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadlfd-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadlfd-1 | [
"EPAS1",
"VIM",
"HMOX1",
"HERPUD1",
"DMBT1",
"PKM",
"RHOA",
"CD34",
"PECAM1",
"HSPA5",
"PI16",
"FCN3",
"LUM",
"STAT6",
"LAMP3",
"ITGB1",
"XBP1",
"ATF4",
"FN1",
"EPCAM",
"HEY1",
"ITGAM",
"NAPSA",
"FCER1G",
"SOD2",
"HMGA1",
"SPCS2",
"MS4A7",
"HYOU1",
"PLIN2",
... | [
8,
7,
3,
6,
193,
603,
266,
254,
177,
438,
468,
92,
431,
272,
434,
217,
353,
544,
332,
306,
619,
46,
225,
194,
257,
303,
394,
211,
526,
264,
531,
383,
273,
442,
276,
14,
530,
328,
433,
594,
325,
50,
379,
541
] | [
[
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,
0,
0
],
[
0,
0,
0,
0... | Arteriole | THD0011 | [
1,
0.82,
0.82,
0.64,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0... |
[
[
0,
0,
0,
52.08333206176758,
52.08333206176758,
0,
0,
0,
52.08333206176758,
0,
0,
0,
0,
0,
208.3333282470703,
0,
52.08333206176758,
0,
0,
0,
0,
0,
0,
0,
0,
0,
52.08333206176758,
0,
0,
0,
0,
... | train | aaaadmkf-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadmkf-1 | [
"SFTPD",
"CEACAM6",
"NAPSA",
"HLA-DRA",
"NKX2-1",
"SFTA2",
"SCGB3A2",
"ICAM1",
"RTKN2",
"EPCAM",
"ATF4",
"VEGFA",
"KRT18",
"PDIA3",
"ITGB6",
"PDIA4",
"SEC11C",
"ITGA3",
"FN1",
"PKM",
"NUCB2",
"WWTR1",
"RHOA",
"SOD2",
"RNASE1",
"XBP1",
"HIST1H1C",
"STAT1",
"ITG... | [
8,
7,
3,
6,
507,
117,
394,
263,
404,
504,
489,
275,
473,
194,
46,
602,
324,
426,
308,
427,
490,
301,
225,
438,
408,
618,
468,
526,
469,
619,
260,
542,
304,
306,
433,
206,
258,
531,
158,
506,
369,
515,
384,
147,
532,
374,
488... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT1 | THD0011 | [
1,
0.8875,
0.775,
0.6625,
0.55,
0.55,
0.55,
0.55,
0.55,
0.4375,
0.4375,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
109.89010620117188,
0,
0,
109.89010620117188,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadlgf-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadlgf-1 | [
"SFTPD",
"DMBT1",
"EPAS1",
"VIM",
"XBP1",
"SFTPC",
"RHOA",
"NAPSA",
"SPCS2",
"STAT6",
"CST3",
"PECAM1",
"EGFR",
"PDIA3",
"NUTF2",
"NUCB2",
"SMAD4",
"YAP1",
"FN1",
"MSLN",
"IRF1",
"KRT18",
"SFTA2",
"SEC11C",
"SCGB3A2",
"SAA2",
"COL1A1",
"RTKN2",
"KRT8",
"LAMP... | [
8,
7,
3,
6,
507,
177,
193,
603,
619,
506,
468,
394,
531,
544,
147,
431,
182,
426,
409,
408,
519,
620,
225,
384,
296,
324,
504,
490,
489,
483,
134,
473,
328,
332,
346,
308,
442,
169,
349,
353,
257,
254,
425,
424,
100,
194,
36... | [
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
1,
0.82,
0.82,
0.64,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
96.15384674072266,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadlgg-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadlgg-1 | [
"VIM",
"SFTPD",
"PGC",
"NAPSA",
"SFTPC",
"ITGB1",
"PECAM1",
"EPAS1",
"LUM",
"DCN",
"HERPUD1",
"NKX2-1",
"SOD2",
"DMBT1",
"FN1",
"PTGDS",
"RTKN2",
"SCGB3A2",
"HSPA5",
"EHMT1",
"PKM",
"LAMP3",
"CTNNB1",
"SPCS3",
"FCN3",
"SPARCL1",
"SOX9",
"CD274",
"CD34",
"EGF... | [
8,
7,
3,
6,
603,
507,
433,
394,
506,
306,
431,
193,
353,
169,
254,
404,
526,
177,
225,
454,
473,
489,
272,
184,
438,
332,
151,
532,
217,
530,
529,
89,
92,
182,
221,
117,
426,
427,
180,
324,
408,
442,
293,
273,
266,
135,
194,... | [
[
0,
1,
1,
1,
0,
0,
0,
1,
1,
1,
0,
0,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.85,
0.7,
0.7,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
329.6703186035156,
0,
0,
0,
0,
0,
109.89010620117188,
0,
0,
0,
0,
0,
329.6703186035156,
109.89010620117188,
109.89010620117188,
0,
0,
0,
0,
0,
0,
109.89010620117188,
0,
0,
109.89010620117188,
0,
... | train | aaaadmkg-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadmkg-1 | [
"VIM",
"EPAS1",
"SPARCL1",
"FN1",
"CTNNB1",
"ATF4",
"LUM",
"SLC2A1",
"ACTA2",
"CD44",
"RNASE1",
"MANF",
"COL3A1",
"HIST1H1C",
"PDGFRA",
"PDGFRB",
"SNAI2",
"HMGA1",
"FKBP11",
"GLP1R",
"STAT6",
"HIF1A",
"COL1A2",
"HES1",
"COL1A1",
"GNG11",
"CLDN5",
"SFRP2",
"SCG... | [
8,
7,
3,
6,
603,
193,
530,
225,
151,
46,
353,
516,
14,
100,
469,
360,
136,
260,
424,
425,
523,
264,
224,
237,
544,
258,
135,
255,
134,
238,
126,
502,
488,
526,
494,
389,
431,
506,
202,
602,
47,
48,
328,
197,
206,
301,
58,
... | [
[
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SMCs | THD0011 | [
1,
0.82,
0.64,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
105.2631607055664,
0,
0,
0,
0,
105.2631607055664,
0,
0,
0,
0,
0,
0,
210.5263214111328,
0,
0,
0,
0,
0,
105.2631607055664,
0,
0,
0,
0,
0,
0,
0,
105.2631... | train | aaaadkkm-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadkkm-1 | [
"KRT8",
"MFAP5",
"KRT18",
"ITGAM",
"CDH26",
"SPP1",
"MEG3",
"KRT14",
"VIM",
"ICAM1",
"CD28",
"POSTN",
"OAS2",
"BANK1",
"PTPRC",
"RACGAP1",
"PLPP5",
"RSPO3",
"CTNNB1",
"CTHRC1",
"IL7R",
"COL4A3",
"SELENOS",
"EREG",
"SFRP4",
"CLDN5",
"SLC1A3",
"CEACAM6",
"CD86",... | [
8,
7,
3,
6,
328,
368,
324,
303,
113,
536,
366,
321,
603,
275,
90,
446,
410,
54,
456,
457,
444,
472,
151,
149,
294,
137,
494,
196,
503,
126,
513,
117,
109,
524,
483,
197,
221,
427,
310,
334,
300,
350,
354,
278,
273,
272,
266,... | [
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | B cells | THD0011 | [
1,
0.7,
0.7,
0.7,
0.7,
0.7,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1... |
[
[
0,
0,
94.3396224975586,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
94.3396224975586,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
94.3396224975586,
0,
0,
0,
0,
... | train | aaaadpml-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadpml-1 | [
"SFTPC",
"JCHAIN",
"DMBT1",
"SFTPD",
"PGC",
"CD44",
"XBP1",
"SCGB3A2",
"VIM",
"IDH1",
"FN1",
"YAP1",
"RHOA",
"MYDGF",
"LUM",
"KRT18",
"SFTA2",
"HLA-DRA",
"SOD2",
"MSLN",
"PKM",
"NUCB2",
"ITGB1",
"ACTA2",
"SSR3",
"NFKB1",
"COL1A1",
"CCL2",
"PDIA3",
"HIST1H1C"... | [
8,
7,
3,
6,
506,
310,
177,
507,
433,
100,
619,
489,
603,
276,
225,
620,
468,
390,
353,
324,
504,
263,
526,
384,
438,
408,
306,
14,
541,
400,
134,
72,
426,
260,
332,
193,
54,
596,
275,
600,
580,
329
] | [
[
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
[
1,
0,
1,
0,
0,
0... | AT2 | THD0011 | [
1,
0.9,
0.8,
0.7000000000000001,
0.6,
0.6,
0.5,
0.5,
0.4,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1... |
[
[
0,
0,
2075.4716796875,
94.3396224975586,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
471.6981201171875,
0,
0,
0,
0,
0,
0,
0,
0,
94.3396224975586,
0,
0,
94.3396224975586,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaeabb-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaeabb-1 | [
"ACTA2",
"SPARCL1",
"VIM",
"FN1",
"ATF4",
"HIF1A",
"YAP1",
"LMAN1",
"HIST1H1C",
"LUM",
"ZEB1",
"ITGA3",
"CSPG4",
"LYZ",
"BMPR2",
"STAT6",
"SPCS3",
"GSR",
"NUTF2",
"COL1A2",
"SOD2",
"COL3A1",
"HSPA5",
"FABP4",
"HERPUD1",
"HYOU1",
"BCL2L1",
"CST3",
"ITGAV",
"C... | [
8,
7,
3,
6,
14,
530,
603,
225,
46,
258,
620,
346,
260,
353,
621,
301,
146,
357,
61,
544,
532,
247,
409,
135,
526,
136,
272,
202,
254,
273,
58,
147,
304,
149,
468,
450,
459,
442,
21,
306,
454
] | [
[
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
],
[
1,
0,
1,
0,
1,
0,
0... | SMCs | THD0011 | [
1,
0.85,
0.7,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1
] |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
210.5263214111328,
105.2631607055664,
0,
421.0526428222656,
0,
0,
0,
0,
105.2631607055664,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0... | train | aaaadlfb-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadlfb-1 | [
"VIM",
"TPSAB1",
"CPA3",
"CD44",
"CD69",
"ATP2A3",
"SPCS3",
"SFTPD",
"RTKN2",
"KIT",
"ATF4",
"PDIA3",
"HMOX1",
"HSPA5",
"LUM",
"SSR3",
"SPP1",
"HAVCR2",
"SOX4",
"PGC",
"GSR",
"PTPRC",
"FN1",
"HIF1A",
"SCG2",
"NAPSA",
"COL3A1",
"RSPO3",
"CSPG4",
"CTHRC1",
"... | [
8,
7,
3,
6,
603,
584,
142,
100,
103,
50,
532,
507,
473,
313,
46,
426,
266,
272,
353,
541,
536,
253,
528,
433,
247,
456,
225,
258,
487,
394,
136,
472,
146,
149,
211,
306,
442,
180,
517,
260,
526,
57,
319,
348,
47,
276,
296,
... | [
[
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
... | Mast | THD0011 | [
1,
0.85,
0.85,
0.7,
0.5499999999999999,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
0,
0,
0,
0,
0,
129.87013244628906,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
519.4805297851562,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadkjo-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadkjo-1 | [
"VIM",
"HMOX1",
"COL3A1",
"CCL18",
"MARCO",
"CD14",
"HSPA5",
"ITGB1",
"IDH1",
"GSR",
"MUC5AC",
"PI16",
"ICAM1",
"CEACAM6",
"SOD2",
"LUM",
"STAT1",
"FN1",
"GCLM",
"CD44",
"SLC7A11",
"CD68",
"SOX4",
"HLA-DRA",
"SLC25A37",
"ITGAX",
"PDIA3",
"AKR1C1",
"DCN",
"LG... | [
8,
7,
3,
6,
603,
266,
136,
71,
362,
80,
272,
306,
276,
247,
387,
434,
275,
117,
526,
353,
542,
225,
231,
100,
517,
102,
528,
263,
514,
305,
426,
26,
169,
336,
438,
442,
197,
468,
303,
428,
196,
602
] | [
[
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
],
[
1,
0,
0,
0,
0,
0... | SPP1+ Macrophages | THD0011 | [
1,
0.82,
0.64,
0.64,
0.64,
0.45999999999999996,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1
] |
[
[
0,
0,
80.6451644897461,
0,
0,
241.93548583984375,
0,
0,
0,
0,
0,
0,
0,
0,
161.2903289794922,
0,
80.6451644897461,
0,
0,
0,
0,
0,
0,
80.6451644897461,
0,
0,
0,
0,
0,
0,
0,
0,
322.5806... | train | aaaadlia-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadlia-1 | [
"HMOX1",
"IDH1",
"VIM",
"ITGAX",
"FCER1G",
"MARCO",
"CCL18",
"SOD2",
"AIF1",
"CD68",
"LYZ",
"PKM",
"RHOA",
"MS4A7",
"ICAM1",
"RNASE1",
"MYDGF",
"HLA-DRA",
"SPCS3",
"PDIA3",
"HSPA5",
"HIF1A",
"EPAS1",
"ATF4",
"PDIA4",
"BCL2L1",
"SPCS2",
"HES1",
"ITGB1",
"PDIA... | [
8,
7,
3,
6,
266,
276,
603,
305,
211,
362,
71,
526,
23,
102,
357,
438,
468,
383,
275,
469,
390,
263,
532,
426,
272,
258,
193,
46,
427,
58,
531,
255,
306,
428,
100,
360,
14,
144,
519,
366,
247,
514,
619,
481,
224,
379,
388,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SPP1+ Macrophages | THD0011 | [
1,
0.8875,
0.775,
0.6625,
0.55,
0.55,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.2... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
210.5263214111328,
0,
105.2631607055664,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
526.3157958984375,
0,
0,
0,
0,
0,
... | train | aaaadkkc-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadkkc-1 | [
"HMOX1",
"VIM",
"CCL18",
"VEGFA",
"IDH1",
"HERPUD1",
"MARCO",
"MS4A7",
"MRC1",
"CD44",
"PDIA3",
"HSPA5",
"ITGAX",
"PDIA6",
"PKM",
"PLIN2",
"CD68",
"IL7R",
"ITGAM",
"ATF4",
"EREG",
"S100A8",
"MYDGF",
"HIF1A",
"LPAR1",
"ATG7",
"SLC7A11",
"HLA-DRA",
"GCLM",
"PD... | [
8,
7,
3,
6,
266,
603,
71,
602,
276,
254,
362,
383,
379,
100,
426,
272,
305,
428,
438,
442,
102,
294,
303,
46,
196,
480,
390,
258,
348,
48,
517,
263,
231,
427,
357,
619,
580
] | [
[
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
],
[
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0... | SPP1+ Macrophages | THD0011 | [
1,
0.85,
0.7,
0.7,
0.7,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1
] |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | train | aaaaeabg-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaeabg-1 | [
"VIM",
"LYZ",
"HMOX1",
"HLA-DRA",
"MARCO",
"RHOA",
"IDH1",
"FN1",
"CTNNB1",
"XBP1",
"HAVCR2",
"KRT8",
"PLIN2",
"HIST1H1C",
"PDIA4",
"SOX2",
"PDIA6",
"GLP1R",
"CD68",
"MS4A7",
"HLA-DQA1",
"SAA2",
"MYDGF",
"NAPSA",
"PDIA3",
"FABP4",
"RSPO3",
"ERLEC1",
"SFTPC",
... | [
8,
7,
3,
6,
603,
357,
266,
263,
362,
468,
276,
225,
151,
619,
253,
328,
442,
260,
427,
527,
428,
237,
102,
383,
261,
483,
390,
394,
426,
202,
472,
197,
506,
211,
305,
336,
600,
586,
595,
171,
272
] | [
[
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
],
[
1,
0,
1,
1,
1,
0,
0... | not available | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,... |
[
[
0,
0,
235.2941131591797,
0,
0,
0,
0,
0,
117.64705657958984,
0,
0,
0,
0,
117.64705657958984,
352.941162109375,
0,
235.2941131591797,
0,
0,
117.64705657958984,
0,
0,
0,
0,
0,
0,
117.64705657958984,
0,
... | train | aaaadmka-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadmka-1 | [
"VIM",
"LUM",
"SPARCL1",
"FN1",
"EPAS1",
"RHOA",
"HIST1H1C",
"ATF4",
"KRT18",
"XBP1",
"ACTA2",
"CD68",
"HIF1A",
"DCN",
"DDIT3",
"ATG7",
"EHMT1",
"LYZ",
"TGFB1",
"ICAM1",
"FCN3",
"COL3A1",
"FGF7",
"MGST1",
"IDH1",
"PKM",
"CD3E",
"CD4",
"SOD2",
"COL1A2",
"TO... | [
8,
7,
3,
6,
603,
353,
530,
225,
193,
468,
260,
46,
324,
619,
14,
102,
258,
169,
171,
48,
184,
357,
556,
275,
217,
136,
221,
369,
276,
438,
95,
97,
526,
135,
580,
146,
328,
27,
52,
197,
202,
45,
306,
342,
424,
61,
454
] | [
[
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... | Fibroblasts | THD0011 | [
1,
0.82,
0.64,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,... |
[
[
0,
0,
0,
0,
0,
361.4457702636719,
0,
240.96385192871094,
0,
0,
0,
0,
0,
0,
0,
0,
120.48192596435547,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
240.96385192871094,
240.96385192... | train | aaaadmjf-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadmjf-1 | [
"HLA-DRA",
"VIM",
"HMOX1",
"PLIN2",
"MARCO",
"PDIA3",
"AIF1",
"HSPA5",
"CD68",
"GPR183",
"SOD2",
"CCL2",
"CCL18",
"IDH1",
"RHOA",
"IL7R",
"PKM",
"AKR1C1",
"SMAD4",
"HLA-DQA1",
"HIST1H1C",
"PTPRC",
"S100A9",
"STAT1",
"SPRY2",
"HAVCR2",
"MYDGF",
"COL3A1",
"CENPF... | [
8,
7,
3,
6,
263,
603,
266,
442,
362,
426,
23,
272,
102,
242,
526,
72,
71,
276,
468,
294,
438,
26,
519,
261,
260,
456,
481,
542,
537,
253,
390,
136,
118,
617,
176,
222,
100,
305,
225,
48,
379,
428,
336,
280,
264,
408
] | [
[
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
],
[
1,
0... | not available | THD0011 | [
1,
0.85,
0.7,
0.7,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,... |
[
[
0,
0,
105.2631607055664,
0,
0,
0,
0,
0,
105.2631607055664,
0,
0,
0,
0,
0,
421.0526428222656,
105.2631607055664,
0,
0,
0,
0,
0,
0,
105.2631607055664,
0,
0,
105.2631607055664,
0,
0,
0,
0,
0,
... | train | aaaadlmb-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadlmb-1 | [
"SFTPC",
"PGC",
"SFTPD",
"DMBT1",
"SCGB3A2",
"ATF4",
"NAPSA",
"PDIA3",
"PTGDS",
"FN1",
"CCN2",
"SELENOS",
"NKX2-1",
"LUM",
"SOD2",
"XBP1",
"HES1",
"LYZ",
"SPCS3",
"MGST1",
"CD44",
"GKN2",
"SMAD4",
"CST3",
"EPCAM",
"PRDX4",
"MYDGF",
"POSTN",
"COL1A1",
"PDGFRB... | [
8,
7,
3,
6,
506,
433,
507,
177,
489,
46,
394,
426,
454,
225,
76,
494,
404,
353,
526,
619,
255,
357,
532,
369,
100,
234,
519,
147,
194,
450,
390,
446,
134,
425,
136,
424,
442,
530,
47,
14,
264,
332,
57,
272,
324,
60,
620,
2... | [
[
0,
1,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
... | AT2 | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
... |
[
[
0,
0,
165.2892608642578,
82.6446304321289,
0,
82.6446304321289,
0,
0,
0,
0,
0,
0,
0,
0,
82.6446304321289,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
247.93389892578125,
0,
165.2892608642578,
0,
330.57... | train | aaaadpai-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadpai-1 | [
"EPAS1",
"VIM",
"PKM",
"CA4",
"PDIA4",
"PECAM1",
"BMPR2",
"LYZ",
"PGC",
"C1QC",
"RNASE1",
"RTKN2",
"COL1A2",
"HERPUD1",
"HSPA5",
"FN1",
"FCER1G",
"CST3",
"CD52",
"ACTA2",
"KRT8",
"HEY1",
"IFIT1",
"IRF1",
"IL7R",
"HIST1H1C",
"HMOX1",
"HLA-DRA",
"ITGA3",
"HIF1... | [
8,
7,
3,
6,
193,
603,
438,
68,
427,
431,
61,
357,
433,
66,
469,
473,
135,
254,
272,
225,
211,
147,
101,
14,
328,
257,
278,
296,
294,
260,
266,
263,
301,
258,
217,
214,
182,
136,
276,
304,
353,
312,
618,
610,
590,
580,
544,
... | [
[
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.82,
0.64,
0.64,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
61.349693298339844,
122.69938659667969,
0,
0,
0,
61.349693298339844,
184.049072265625,
184.049072265625,
0,
0,
61.349693298339844,
0,
0,
245.39877319335938,
0,
... | train | aaaadpde-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadpde-1 | [
"VIM",
"EPAS1",
"PECAM1",
"SPARCL1",
"IL7R",
"CEACAM6",
"FCN3",
"BMPR2",
"SFTA2",
"NAPSA",
"COL1A2",
"LUM",
"CD34",
"BANK1",
"CCN2",
"AXL",
"XBP1",
"ITGB1",
"ATF4",
"PKM",
"SFTPD",
"RHOA",
"RNASE1",
"SOD2",
"HYOU1",
"FN1",
"CST3",
"IDH1",
"HERPUD1",
"SEC11C"... | [
8,
7,
3,
6,
603,
193,
431,
530,
294,
117,
217,
61,
504,
394,
135,
353,
92,
54,
76,
52,
619,
306,
46,
438,
507,
468,
469,
526,
273,
225,
147,
276,
254,
490,
454,
121,
480,
150,
473,
146,
459,
136,
488,
425,
184,
324,
309,
3... | [
[
0,
1,
0,
1,
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,... | Alveolar FBs | THD0011 | [
1,
0.85,
0.7,
0.7,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
... |
[
[
0,
0,
0,
0,
0,
62.11180114746094,
0,
62.11180114746094,
0,
62.11180114746094,
0,
0,
0,
0,
62.11180114746094,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0... | train | aaaadpdh-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadpdh-1 | [
"S100A8",
"S100A9",
"VIM",
"EPAS1",
"FN1",
"IL7R",
"ITGAX",
"PECAM1",
"ITGB1",
"PKM",
"PTPRC",
"SLC25A37",
"CST3",
"HEY1",
"LUM",
"CD14",
"IFIT2",
"RHOA",
"S100A12",
"FCN3",
"SPCS3",
"SOD2",
"HERPUD1",
"GKN2",
"CTNNB1",
"DUOX1",
"ITGAM",
"ITGA3",
"IL32",
"EP... | [
8,
7,
3,
6,
480,
481,
603,
193,
225,
294,
305,
431,
306,
438,
456,
514,
147,
257,
353,
80,
279,
468,
477,
217,
532,
526,
254,
234,
151,
180,
303,
301,
291,
194,
275,
264,
260,
258,
211,
224,
284,
312,
366,
336,
594,
542,
528... | [
[
0,
1,
1,
1,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Interstitial Macrophages | THD0011 | [
1,
0.9,
0.8,
0.7000000000000001,
0.6,
0.5,
0.5,
0.4,
0.4,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1... |
[
[
0,
0,
0,
0,
0,
0,
0,
96.15384674072266,
96.15384674072266,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
96.15384674072266,
0,
0,
0,
0,
0,
0,
96.15384674072266,
0,
0,
0,
0,
0... | train | aaaadpdk-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadpdk-1 | [
"VIM",
"FN1",
"SOD2",
"ITGB1",
"CCN2",
"PTGDS",
"RHOA",
"COL1A2",
"LUM",
"EPAS1",
"HIST1H1C",
"S100A8",
"KDR",
"EHMT1",
"DCN",
"HIF1A",
"LPAR1",
"CD44",
"S100A9",
"SMAD4",
"CTNNB1",
"SNCA",
"SFTPD",
"SLC25A37",
"PDGFRA",
"PDIA6",
"CD34",
"FAS",
"NKX2-1",
"FC... | [
8,
7,
3,
6,
603,
225,
526,
306,
76,
454,
468,
135,
353,
193,
260,
480,
312,
184,
169,
258,
348,
100,
481,
519,
151,
524,
507,
514,
424,
428,
92,
206,
404,
217,
221,
383,
247,
254,
346,
280,
620,
301,
304,
444,
530,
294,
542,... | [
[
0,
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,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Alveolar FBs | THD0011 | [
1,
0.85,
0.7,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
232.55813598632812,
0,
0,
0,
0,
116.27906799316406,
0,
0,
232.55813598632812,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadpdl-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadpdl-1 | [
"FN1",
"PDGFRA",
"LUM",
"PDIA3",
"SOD2",
"COL3A1",
"DCN",
"ITGB1",
"CCN2",
"TOP1",
"BCL2",
"CTNNB1",
"YAP1",
"RTKN2",
"EPAS1",
"PDGFRB",
"FAS",
"IFIT3",
"ATF4",
"WWTR1",
"SNCA",
"SFTPD",
"SCG2",
"SAA2",
"ITM2C",
"CD14",
"HEY1",
"CSPG4",
"HSPA5",
"PDIA4",
"... | [
8,
7,
3,
6,
225,
424,
353,
426,
526,
136,
169,
306,
76,
580,
57,
151,
620,
473,
193,
425,
206,
280,
46,
618,
524,
507,
487,
483,
309,
80,
257,
146,
272,
427,
544,
332,
247,
254,
135,
468,
454,
619,
52,
558,
603
] | [
[
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
],
[
1,
0,
0... | Alveolar FBs | THD0011 | [
1,
0.82,
0.82,
0.64,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0... |
[
[
0,
0,
0,
196.07843017578125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
98.03921508789062,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
98.03921508789062,
0,
0,
0,
98.03921508789062,
0,
0,
0,
0,
... | train | aaaadpea-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadpea-1 | [
"VIM",
"EPAS1",
"SFTPD",
"FCN3",
"RHOA",
"PGC",
"IL7R",
"HIST1H1C",
"ZEB1",
"RTKN2",
"PDGFRB",
"WWTR1",
"AGER",
"NAPSA",
"FN1",
"CTNNB1",
"PDIA4",
"CD44",
"SOD2",
"IFIT3",
"IFIT1",
"LUM",
"HSPA5",
"MAL",
"CST3",
"OAS2",
"NUTF2",
"HIF1A",
"HEY1",
"CD68",
"H... | [
8,
7,
3,
6,
603,
193,
507,
217,
468,
433,
294,
260,
621,
473,
425,
618,
21,
394,
225,
151,
427,
100,
526,
280,
278,
353,
272,
358,
147,
410,
409,
258,
257,
102,
254,
531,
135,
134,
480,
346,
619,
197,
46,
306,
324,
182,
431,... | [
[
0,
1,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
1,
0.85,
0.7,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
56.17977523803711,
112.35955047607422,
0,
0,
0,
56.17977523803711,
0,
0,
0,
0,
0,
0,
112.35955047607422,
0,
0,
0,
0,
0,
0,
0,
56.17977523803711,
168.53932189941406,
0,
0,
0,
0,
0,
0,
0... | train | aaaadpec-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadpec-1 | [
"CEACAM6",
"NKX2-1",
"PGC",
"PDIA3",
"VEGFA",
"XBP1",
"ICAM1",
"CCN2",
"KRT18",
"MGST1",
"KRT8",
"RHOA",
"NAPSA",
"EPAS1",
"EPCAM",
"RTKN2",
"VIM",
"ERLEC1",
"ITGB1",
"HIST1H1C",
"ITGA3",
"SELENOS",
"BCL2L1",
"PECAM1",
"HIF1A",
"PKM",
"EGFR",
"AGER",
"LYZ",
... | [
8,
7,
3,
6,
117,
404,
433,
426,
602,
619,
275,
76,
324,
369,
328,
468,
394,
193,
194,
473,
603,
197,
306,
260,
301,
494,
58,
431,
258,
438,
182,
21,
357,
442,
180,
542,
428,
427,
46,
336,
531,
507,
206,
100,
519,
257,
515,
... | [
[
0,
0,
1,
0,
0,
0,
1,
0,
0,
0,
1,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT1 | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.7428571428571429,
0.7428571428571429,
0.6142857142857143,
0.6142857142857143,
0.6142857142857143,
0.6142857142857143,
0.6142857142857143,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
156.25,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
234.375,
0,
0,
0,
78.125,
0,
0,
0,
0,
0,
0,
156.25,
0,
0,
0,
0,... | train | aaaadpkp-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadpkp-1 | [
"EPAS1",
"CD44",
"HLA-DRA",
"PGC",
"SFTPC",
"PECAM1",
"DMBT1",
"HIST1H1C",
"STAT6",
"KRT8",
"SFTPD",
"BMPR2",
"VIM",
"NAPSA",
"CCN2",
"FCN3",
"MGST1",
"CTNNB1",
"NKX2-1",
"HERPUD1",
"SPCS3",
"HIF1A",
"ITGB1",
"PDIA4",
"PDIA3",
"RHOA",
"SELENOS",
"IL7R",
"KRT18... | [
8,
7,
3,
6,
193,
100,
263,
433,
506,
431,
177,
260,
544,
328,
507,
61,
603,
394,
76,
217,
369,
151,
404,
254,
532,
258,
306,
427,
426,
468,
494,
294,
324,
594,
618,
46,
519,
247,
514,
238,
504,
120,
224,
473,
469,
206,
442,
... | [
[
0,
1,
1,
1,
1,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.7428571428571429,
0.7428571428571429,
0.6142857142857143,
0.6142857142857143,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.... |
[
[
0,
0,
46.83840560913086,
0,
0,
93.67681121826172,
0,
0,
0,
0,
0,
0,
0,
0,
46.83840560913086,
0,
0,
0,
23.41920280456543,
0,
0,
46.83840560913086,
0,
23.41920280456543,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadpam-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadpam-1 | [
"VIM",
"HMOX1",
"SPP1",
"HLA-DRA",
"PDIA3",
"IDH1",
"RNASE1",
"PDIA4",
"HSPA5",
"MS4A7",
"PKM",
"MRC1",
"CCL2",
"HIF1A",
"LYZ",
"CD68",
"FCER1G",
"RHOA",
"CD44",
"HYOU1",
"SOD2",
"HERPUD1",
"PDIA6",
"CCL18",
"PLIN2",
"MYDGF",
"CTNNB1",
"AIF1",
"ITGAX",
"XBP1... | [
8,
7,
3,
6,
603,
266,
536,
263,
426,
276,
469,
427,
272,
383,
438,
379,
72,
258,
357,
102,
211,
468,
100,
273,
526,
254,
428,
71,
442,
390,
151,
23,
305,
619,
544,
433,
294,
261,
275,
456,
306,
253,
431,
193,
532,
506,
231,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
1,
1,
0,
0,
1,
1,
1,
0,
0,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,... | SPP1+ Macrophages | THD0011 | [
1,
0.9470588235294117,
0.8941176470588235,
0.8411764705882353,
0.788235294117647,
0.7352941176470588,
0.6823529411764706,
0.6294117647058823,
0.5764705882352941,
0.5235294117647059,
0.5235294117647059,
0.5235294117647059,
0.5235294117647059,
0.47058823529411764,
0.41764705882352937,
0.... |
[
[
0,
0,
92.59259033203125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
92.59259033203125,
0,
92.59259033203125,
0,
0,
0,
0,
0,
92.59259033203125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0... | train | aaaadped-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadped-1 | [
"EPAS1",
"PDGFRB",
"VIM",
"RHOA",
"FN1",
"LUM",
"SFTPD",
"PDGFRA",
"DMBT1",
"CTNNB1",
"COL1A2",
"NAPSA",
"DCN",
"SPARCL1",
"SCGB3A2",
"KRT8",
"YAP1",
"WWTR1",
"S100A8",
"SCGB1A1",
"COL1A1",
"SEC11C",
"SELENOS",
"S100A2",
"CPA3",
"CSPG4",
"CST3",
"SLC2A1",
"SMA... | [
8,
7,
3,
6,
193,
425,
603,
468,
225,
353,
507,
424,
177,
151,
135,
394,
169,
530,
489,
328,
620,
618,
480,
488,
134,
490,
494,
478,
142,
146,
147,
516,
519,
481,
456,
180,
306,
301,
346,
272,
357,
260,
178,
255,
369,
400,
20... | [
[
0,
1,
1,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Fibroblasts | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.6142857142857143,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.... |
[
[
0,
0,
84.26966094970703,
0,
0,
168.53932189941406,
0,
0,
0,
28.089887619018555,
0,
0,
0,
0,
28.089887619018555,
0,
112.35955047607422,
0,
0,
0,
0,
112.35955047607422,
0,
0,
28.089887619018555,
0,
28.0898876... | train | aaaadopk-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadopk-1 | [
"VIM",
"FCER1G",
"IDH1",
"PLIN2",
"SOD2",
"MARCO",
"HLA-DRA",
"PKM",
"CD68",
"PDIA4",
"CD44",
"CCL18",
"RHOA",
"LYZ",
"CD14",
"HIF1A",
"PDIA3",
"AIF1",
"SLC1A3",
"CTNNB1",
"CCL2",
"PTPRC",
"HMOX1",
"PDIA6",
"GPR183",
"MS4A7",
"BAX",
"MRC1",
"ATG7",
"ITGB1",
... | [
8,
7,
3,
6,
603,
211,
276,
442,
526,
362,
263,
438,
102,
427,
100,
71,
468,
357,
80,
258,
426,
23,
513,
151,
72,
456,
266,
428,
242,
383,
55,
379,
48,
306,
490,
390,
275,
481,
14,
469,
433,
536,
448,
147,
483,
488,
506,
40... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
1,
1,
1,
0,
0,
1,
1,
0,
1,
0,
0,
1,
1,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,... | SPP1+ Macrophages | THD0011 | [
1,
0.9400000000000001,
0.9400000000000001,
0.88,
0.8200000000000001,
0.76,
0.76,
0.7000000000000001,
0.64,
0.64,
0.5800000000000001,
0.52,
0.52,
0.4600000000000001,
0.4600000000000001,
0.4600000000000001,
0.4,
0.4,
0.4,
0.4,
0.34,
0.34,
0.34,
0.28,
0.28,
0.28,
0.2... |
[
[
0,
0,
24.038461685180664,
0,
0,
216.34616088867188,
0,
0,
0,
0,
0,
0,
0,
0,
72.11538696289062,
48.07692337036133,
24.038461685180664,
0,
0,
0,
0,
48.07692337036133,
0,
0,
0,
0,
0,
0,
0,
0,
0... | train | aaaadpak-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadpak-1 | [
"VIM",
"RNASE1",
"FCER1G",
"CD68",
"HSPA5",
"CD44",
"MRC1",
"IDH1",
"LYZ",
"PDIA3",
"HLA-DRA",
"RHOA",
"HYOU1",
"PDIA4",
"AIF1",
"PLIN2",
"XBP1",
"MARCO",
"SPCS3",
"PKM",
"CTNNB1",
"MS4A7",
"ITGAM",
"SLC1A3",
"GPR183",
"FCGR3A",
"UBE2J1",
"MANF",
"TREM2",
"H... | [
8,
7,
3,
6,
603,
469,
211,
102,
272,
100,
379,
276,
357,
426,
263,
468,
273,
427,
23,
442,
619,
362,
532,
438,
151,
383,
303,
513,
242,
214,
594,
360,
586,
266,
480,
247,
294,
400,
46,
556,
431,
254,
253,
47,
526,
514,
596,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
1,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SPP1+ Macrophages | THD0011 | [
1,
0.9357142857142858,
0.8714285714285716,
0.8071428571428572,
0.7428571428571429,
0.7428571428571429,
0.6785714285714286,
0.6785714285714286,
0.6142857142857143,
0.6142857142857143,
0.55,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.42142857142... |
[
[
0,
0,
0,
0,
35.335689544677734,
0,
0,
106.00706481933594,
0,
35.335689544677734,
0,
0,
0,
0,
212.01412963867188,
0,
0,
0,
35.335689544677734,
0,
0,
0,
35.335689544677734,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadlkh-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadlkh-1 | [
"PGC",
"SFTPD",
"NAPSA",
"SFTPC",
"CD44",
"LAMP3",
"XBP1",
"MGST1",
"FN1",
"VIM",
"ATF4",
"SFTA2",
"DMBT1",
"KRT18",
"NKX2-1",
"YAP1",
"RHOA",
"HLA-DRA",
"ITGB1",
"RNASE1",
"AKR1C1",
"LUM",
"SPRY2",
"HIST1H1C",
"SCGB3A2",
"SOD2",
"ERLEC1",
"SPARCL1",
"EPAS1",
... | [
8,
7,
3,
6,
433,
507,
394,
506,
100,
332,
619,
369,
225,
603,
46,
504,
177,
324,
404,
620,
468,
263,
306,
469,
26,
353,
537,
260,
489,
526,
197,
530,
193,
483,
272,
427,
602,
531,
490,
442,
120,
431,
117,
194,
532,
481,
97,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
0,
1,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9307692307692308,
0.8615384615384616,
0.7923076923076923,
0.7230769230769231,
0.7230769230769231,
0.6538461538461539,
0.5846153846153846,
0.5846153846153846,
0.5153846153846154,
0.4461538461538461,
0.4461538461538461,
0.4461538461538461,
0.3769230769230769,
0.3769230769230769,
0.3... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
77.51937866210938,
0,
0,
0,
0,
0,
0,
0,
0,
155.03875732421875,
77.51937866210938,
0,
77.51937866210938,
0,
0,
0,
310.0775146484375,
0,
0,
... | train | aaaadpeo-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadpeo-1 | [
"EPAS1",
"VIM",
"PECAM1",
"FN1",
"LUM",
"CA4",
"IL7R",
"WWTR1",
"RHOA",
"FCN3",
"HERPUD1",
"SFTPD",
"PTGDS",
"DCN",
"GCLM",
"BCL2L1",
"CD34",
"HEY1",
"ITGB1",
"HLA-DQA1",
"SLC25A37",
"SCGB1A1",
"CHGB",
"CLDN5",
"COL1A2",
"ITGAV",
"ISG20",
"YAP1",
"POSTN",
"E... | [
8,
7,
3,
6,
193,
603,
431,
225,
353,
68,
294,
618,
468,
217,
254,
507,
454,
169,
231,
58,
92,
257,
306,
261,
514,
488,
123,
126,
135,
304,
300,
620,
446,
184,
336,
428,
238,
369,
426,
425,
424,
420,
410,
408,
100,
260,
401,
... | [
[
0,
1,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.85,
0.7,
0.7,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
31.44654083251953,
0,
62.89308166503906,
31.44654083251953,
0,
0,
0,
0,
0,
31.44654083251953,
0,
0,
0,
0,
314.46539306640625,
31.44654083251953,
0,
0,
31.44654083251953,
0,
31.44654083251953,
0,
31.44654083251953,
0,
... | train | aaaadpfj-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadpfj-1 | [
"SFTPD",
"SFTPC",
"PGC",
"DMBT1",
"NAPSA",
"CD44",
"ATF4",
"EPAS1",
"MGST1",
"FN1",
"LAMP3",
"EPCAM",
"VIM",
"SOD2",
"NFKB1",
"YAP1",
"LUM",
"XBP1",
"DUOX1",
"NKX2-1",
"SFTA2",
"ITGB1",
"HLA-DRA",
"COL1A2",
"CFTR",
"KRT18",
"HERPUD1",
"CSPG4",
"RNASE1",
"SMA... | [
8,
7,
3,
6,
507,
506,
433,
177,
394,
100,
46,
193,
369,
225,
332,
194,
603,
526,
400,
620,
353,
619,
180,
404,
504,
306,
263,
135,
120,
324,
254,
146,
469,
519,
541,
14,
390,
431,
544,
266,
169,
468,
272,
310,
276,
580,
494,... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
0,
1,
0,
0,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9357142857142858,
0.8714285714285716,
0.8071428571428572,
0.7428571428571429,
0.6785714285714286,
0.6142857142857143,
0.55,
0.48571428571428577,
0.4214285714285715,
0.4214285714285715,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.35714285714285... |
[
[
0,
0,
80.6451644897461,
0,
80.6451644897461,
0,
0,
0,
0,
0,
0,
0,
0,
161.2903289794922,
0,
0,
80.6451644897461,
0,
0,
0,
0,
0,
0,
80.6451644897461,
0,
0,
161.2903289794922,
0,
80.6451644897461,
... | train | aaaadpfh-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadpfh-1 | [
"PGC",
"SFTPC",
"EPAS1",
"XBP1",
"PECAM1",
"SFTPD",
"DMBT1",
"IL7R",
"YAP1",
"VIM",
"PDIA3",
"KRT18",
"ITGB1",
"DUOX1",
"HEY1",
"NKX2-1",
"FCN3",
"MGST1",
"SELENOS",
"BMPR2",
"FN1",
"HLA-DRA",
"TTC19",
"HMOX1",
"NUTF2",
"ATF3",
"STAT6",
"STAT1",
"SSR3",
"PDI... | [
8,
7,
3,
6,
433,
506,
193,
619,
431,
507,
177,
294,
620,
603,
426,
324,
306,
180,
257,
404,
217,
369,
494,
61,
225,
263,
590,
266,
409,
45,
544,
542,
541,
428,
89,
260,
197,
438,
408,
514,
169,
454,
459,
394,
468,
100,
254,
... | [
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
1,
1,
0.82,
0.82,
0.82,
0.82,
0.64,
0.64,
0.64,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.1,... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
150,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
50,
0,
0,
0,
0,
0,
0,
... | train | aaaadpfn-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadpfn-1 | [
"SFTPC",
"PGC",
"SFTPD",
"DMBT1",
"NAPSA",
"MGST1",
"XBP1",
"CD44",
"SFTA2",
"DUOX1",
"HLA-DRA",
"EPCAM",
"ATF4",
"RHOA",
"LAMP3",
"NKX2-1",
"PDIA4",
"PDIA3",
"ERLEC1",
"YAP1",
"NFKB1",
"GKN2",
"ITGA3",
"HSPA5",
"CST3",
"HIF1A",
"STAT1",
"HMOX1",
"GPR183",
"... | [
8,
7,
3,
6,
506,
433,
507,
177,
394,
369,
619,
100,
504,
180,
263,
194,
46,
468,
332,
404,
427,
426,
197,
620,
400,
234,
301,
272,
147,
258,
542,
266,
242,
254,
526,
135,
480,
481,
120,
531,
76,
489,
438,
328,
324,
169,
420,... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9181818181818181,
0.8363636363636363,
0.7545454545454545,
0.6727272727272727,
0.5909090909090909,
0.509090909090909,
0.509090909090909,
0.42727272727272725,
0.42727272727272725,
0.34545454545454546,
0.26363636363636367,
0.26363636363636367,
0.26363636363636367,
0.26363636363636367,
... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
173.410400390625,
0,
57.803466796875,
0,
57.803466796875,
0,
0,
0,
0,
57.803466796875,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0... | train | aaaadlko-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadlko-1 | [
"PGC",
"SFTPD",
"CD44",
"NAPSA",
"XBP1",
"DMBT1",
"HERPUD1",
"HIST1H1C",
"ITGB1",
"MGST1",
"LAMP3",
"FN1",
"TOP1",
"SCGB3A2",
"KRT18",
"CFTR",
"RHOA",
"VEGFA",
"VIM",
"EPCAM",
"ATF4",
"SOD2",
"ITGAV",
"EPAS1",
"SLC7A11",
"CDH26",
"SFTPC",
"SFTA2",
"CCN2",
"E... | [
8,
7,
3,
6,
433,
507,
100,
394,
619,
177,
254,
260,
306,
369,
332,
225,
580,
489,
324,
120,
468,
602,
603,
194,
46,
526,
304,
193,
517,
113,
506,
504,
76,
197,
266,
481,
180,
426,
428,
301,
328,
480,
620,
231,
258,
389,
404,... | [
[
0,
1,
1,
1,
0,
0,
0,
0,
1,
1,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.8875,
0.775,
0.775,
0.6625,
0.6625,
0.55,
0.55,
0.4375,
0.4375,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.... |
[
[
0,
0,
209.42408752441406,
52.356021881103516,
0,
0,
0,
0,
0,
52.356021881103516,
0,
0,
0,
0,
209.42408752441406,
0,
0,
0,
157.0680694580078,
0,
0,
0,
0,
157.0680694580078,
0,
0,
0,
52.356021881103516,
... | train | aaaadlkm-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadlkm-1 | [
"DUOX1",
"SFTPD",
"PGC",
"NAPSA",
"RNASE1",
"XBP1",
"ITGA3",
"NKX2-1",
"VEGFA",
"KRT8",
"EGFR",
"KRT18",
"HSPA5",
"ACTA2",
"FN1",
"HERPUD1",
"ATF4",
"ICAM1",
"VIM",
"SEC11C",
"AXIN2",
"EPCAM",
"BCL2L1",
"HMOX1",
"CTNNB1",
"MYDGF",
"SFTPC",
"MSLN",
"SFTA2",
"... | [
8,
7,
3,
6,
180,
507,
433,
394,
469,
619,
301,
404,
602,
328,
182,
324,
272,
14,
225,
254,
46,
275,
603,
490,
51,
194,
58,
266,
151,
390,
506,
384,
504,
278,
260,
296,
426,
184,
308,
306,
258,
454,
481,
515,
369,
427,
514,
... | [
[
0,
0,
1,
1,
0,
1,
1,
1,
0,
1,
1,
0,
0,
1,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.8875,
0.775,
0.775,
0.6625,
0.6625,
0.6625,
0.6625,
0.6625,
0.6625,
0.55,
0.55,
0.4375,
0.4375,
0.4375,
0.4375,
0.4375,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.212... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
125,
0,
0,
0,
0,
0,
125,
0,
0,
0,
250,
250,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
750,
0,
0,
0,
0,
0,
... | train | aaaadpge-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadpge-1 | [
"VIM",
"FN1",
"CCN2",
"MEG3",
"DCN",
"KRT8",
"COL1A1",
"AXL",
"EPAS1",
"COL3A1",
"AXIN2",
"SOD2",
"HYOU1",
"RTKN2",
"SPARCL1",
"STAT6",
"SLC2A1",
"IL7R",
"PDIA3",
"PKM",
"PDGFRA",
"ERLEC1",
"FGF10",
"HERPUD1",
"HIST1H1C",
"IDH1",
"YAP1",
"CST3",
"TGFB1",
"IT... | [
8,
7,
3,
6,
603,
225,
76,
366,
169,
328,
134,
52,
193,
136,
51,
526,
273,
473,
530,
544,
516,
294,
426,
438,
424,
197,
219,
254,
260,
276,
620,
147,
556,
306,
46,
27,
590
] | [
[
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
],
[
1,
0,
1,
1,
1,
0,
0,
0,
0,
0,
0... | Fibroblasts | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,... |
[
[
0,
0,
0,
0,
0,
108.6956558227539,
0,
54.34782791137695,
54.34782791137695,
0,
0,
0,
0,
0,
0,
54.34782791137695,
54.34782791137695,
0,
0,
0,
0,
54.34782791137695,
0,
54.34782791137695,
54.34782791137695,
0,
... | train | aaaadpgf-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadpgf-1 | [
"PGC",
"FN1",
"SFTPD",
"LUM",
"VIM",
"SFTPC",
"DMBT1",
"SOD2",
"NAPSA",
"RHOA",
"PKM",
"COL3A1",
"CD44",
"EPAS1",
"XBP1",
"PDGFRA",
"HSPA5",
"ICAM1",
"SLC25A4",
"MGST1",
"CCN2",
"CD68",
"HIST1H1C",
"CA4",
"SPARCL1",
"RTKN2",
"ITGAV",
"PTGDS",
"PPARG",
"AIF1"... | [
8,
7,
3,
6,
433,
225,
507,
353,
603,
506,
177,
526,
394,
468,
438,
136,
100,
193,
619,
424,
272,
275,
515,
369,
76,
102,
260,
68,
530,
473,
304,
454,
448,
23,
182,
306,
426,
427,
206,
211,
524,
254,
519,
428,
117,
431,
404,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Alveolar FBs | THD0011 | [
1,
0.9099999999999999,
0.82,
0.73,
0.64,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.45999999999999996,
0.45999999999999996,
0.37,
0.37,
0.37,
0.28,
0.28,
0.28,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0... |
[
[
0,
0,
111.11111450195312,
0,
0,
0,
0,
111.11111450195312,
111.11111450195312,
0,
0,
0,
0,
0,
444.4444580078125,
111.11111450195312,
0,
0,
0,
111.11111450195312,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadpga-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadpga-1 | [
"SFTPD",
"PGC",
"CD44",
"SFTPC",
"ATF4",
"NAPSA",
"SOD2",
"PDGFRB",
"YAP1",
"SMAD4",
"SLC25A4",
"NKX2-1",
"MEG3",
"ITGB1",
"RNASE1",
"ERLEC1",
"PTGDS",
"EPAS1",
"PECAM1",
"PCNA",
"SAA2",
"CST3",
"SEC11C",
"CFTR",
"FABP4",
"PDIA3",
"CD86",
"MGST1",
"COL3A1",
... | [
8,
7,
3,
6,
507,
433,
100,
506,
46,
394,
526,
425,
620,
519,
515,
404,
366,
306,
469,
197,
454,
193,
431,
420,
483,
147,
490,
120,
202,
426,
109,
369,
136,
263,
180,
580,
52,
14,
594,
47,
332,
603,
26,
27
] | [
[
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
[
1,
0,
0,
0... | Fibroblasts | THD0011 | [
1,
0.82,
0.82,
0.82,
0.64,
0.64,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1... |
[
[
0,
72.9926986694336,
72.9926986694336,
0,
0,
72.9926986694336,
0,
0,
0,
0,
0,
0,
0,
0,
72.9926986694336,
0,
72.9926986694336,
0,
0,
0,
0,
0,
0,
72.9926986694336,
72.9926986694336,
0,
145.9853973388672,
... | train | aaaadkmn-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadkmn-1 | [
"PECAM1",
"EPAS1",
"IL7R",
"VIM",
"CA4",
"HIF1A",
"HIST1H1C",
"IRF1",
"RHOA",
"SOD2",
"PGC",
"FN1",
"LUM",
"YAP1",
"XBP1",
"LYZ",
"OAS2",
"RTKN2",
"CST3",
"STAT1",
"SFTPD",
"PDIA3",
"SMAD4",
"BMPR2",
"EHMT1",
"FCGR3A",
"LMAN1",
"KDR",
"ITGB1",
"CD44",
"MS4... | [
8,
7,
3,
6,
431,
193,
294,
603,
68,
258,
260,
296,
468,
526,
433,
225,
353,
620,
619,
357,
410,
473,
147,
542,
507,
426,
519,
61,
184,
214,
346,
312,
306,
100,
383,
522,
390,
238,
504,
502,
494,
136,
326,
483,
332,
151,
293,... | [
[
0,
1,
0,
0,
0,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
1,
0.85,
0.7,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
54.94505310058594,
54.94505310058594,
0,
0,
0,
54.94505310058594,
0,
0,
0,
0,
0,
0,
329.6703186035156,
54.94505310058594,
109.89010620117188,
0,
0,
0,
0,
0,
0,
0,
54.94505310058594,
54.94505310058594,
... | train | aaaadpbe-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadpbe-1 | [
"EPAS1",
"VIM",
"RHOA",
"ATF4",
"IL7R",
"CD44",
"SFTPD",
"LYZ",
"SFTPC",
"DMBT1",
"PDIA3",
"PECAM1",
"LUM",
"IRF1",
"HSPA5",
"LAMP3",
"HLA-DRA",
"CD14",
"MGST1",
"STAT6",
"IDH1",
"CD34",
"DCN",
"SOD2",
"SLC7A11",
"PKM",
"FN1",
"NAPSA",
"CTNNB1",
"RNASE1",
... | [
8,
7,
3,
6,
193,
603,
468,
46,
294,
100,
507,
357,
506,
177,
426,
431,
353,
296,
272,
332,
263,
80,
369,
544,
276,
92,
169,
526,
517,
438,
225,
394,
151,
469,
531,
214,
211,
619,
48,
306,
312,
291,
47,
293,
490,
310,
400,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.8875,
0.775,
0.6625,
0.55,
0.55,
0.55,
0.55,
0.55,
0.4375,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.2125... |
[
[
0,
0,
0,
0,
0,
0,
0,
94.3396224975586,
0,
0,
0,
94.3396224975586,
0,
0,
283.01885986328125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
94.3396224975586,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadkib-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadkib-1 | [
"EPAS1",
"VIM",
"PECAM1",
"DMBT1",
"HIST1H1C",
"PGC",
"LUM",
"ATF4",
"SFTPD",
"HSPA5",
"FN1",
"MYDGF",
"RHOA",
"COL1A2",
"SPRY2",
"CST3",
"ITGB1",
"HMOX1",
"SFTPC",
"IL7R",
"SLC25A37",
"GLP1R",
"CD44",
"SMAD4",
"UBE2J1",
"IRF1",
"CDH26",
"CDK1",
"AKR1C1",
"A... | [
8,
7,
3,
6,
193,
603,
431,
177,
260,
433,
353,
46,
507,
272,
225,
390,
468,
135,
537,
147,
306,
266,
506,
294,
514,
237,
100,
519,
594,
296,
113,
114,
26,
35,
394,
400,
408,
409,
469,
459,
426,
428,
312,
217,
293,
369,
254,
... | [
[
0,
1,
1,
0,
0,
1,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.... |
[
[
0,
0,
88.10572814941406,
176.21145629882812,
0,
0,
0,
132.15859985351562,
44.05286407470703,
44.05286407470703,
0,
0,
0,
132.15859985351562,
264.31719970703125,
0,
44.05286407470703,
0,
44.05286407470703,
0,
88.10572814941406,
... | train | aaaadkna-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadkna-1 | [
"VIM",
"RTKN2",
"SFTPD",
"KRT18",
"DUOX1",
"KRT8",
"PGC",
"SFTA2",
"CCN2",
"FN1",
"ATF4",
"NKX2-1",
"YAP1",
"EPAS1",
"EGFR",
"AGER",
"CEACAM6",
"XBP1",
"SOD2",
"RHOA",
"ITGB1",
"NUTF2",
"MGST1",
"VEGFA",
"HIST1H1C",
"COL4A3",
"ATF3",
"AKR1C1",
"WWTR1",
"NAPS... | [
8,
7,
3,
6,
603,
473,
507,
324,
180,
328,
433,
504,
76,
225,
46,
404,
620,
193,
182,
21,
117,
619,
526,
468,
306,
409,
369,
602,
260,
137,
45,
26,
618,
394,
254,
147,
296,
530,
301,
515,
308,
273,
272,
14,
61,
431,
194,
54... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT1 | THD0011 | [
1,
0.8875,
0.8875,
0.775,
0.775,
0.775,
0.775,
0.6625,
0.6625,
0.55,
0.55,
0.55,
0.55,
0.55,
0.4375,
0.4375,
0.4375,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
... |
[
[
0,
0,
58.479530334472656,
58.479530334472656,
0,
409.3567199707031,
0,
0,
0,
0,
0,
0,
0,
0,
0,
116.95906066894531,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadkmp-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadkmp-1 | [
"LYZ",
"VIM",
"S100A8",
"PTPRC",
"AIF1",
"EPAS1",
"PKM",
"FCER1G",
"S100A9",
"RHOA",
"EREG",
"SOD2",
"HERPUD1",
"CD44",
"HIST1H1C",
"LUM",
"FN1",
"PECAM1",
"STAT6",
"ATF6",
"TGFB1",
"CD14",
"VEGFA",
"COL3A1",
"NFKB1",
"HIF1A",
"IL7R",
"FCN1",
"HSPA5",
"EHMT1... | [
8,
7,
3,
6,
357,
603,
480,
456,
23,
193,
438,
211,
481,
468,
196,
526,
254,
100,
260,
353,
225,
431,
544,
47,
556,
80,
602,
136,
400,
258,
294,
216,
272,
184,
177,
169,
151,
147,
242,
273,
408,
319,
619,
596,
580,
574,
542,
... | [
[
0,
1,
1,
1,
1,
1,
0,
0,
0,
1,
1,
1,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Interstitial Macrophages | THD0011 | [
1,
0.8875,
0.775,
0.6625,
0.6625,
0.6625,
0.55,
0.55,
0.55,
0.4375,
0.4375,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0... |
[
[
0,
0,
58.479530334472656,
58.479530334472656,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
58.479530334472656,
0,
0,
0,
58.479530334472656,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadnjj-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadnjj-1 | [
"FN1",
"PGC",
"DMBT1",
"SFTPC",
"PTGDS",
"LUM",
"XBP1",
"SFTPD",
"VIM",
"PDGFRA",
"ITGB1",
"SOD2",
"DCN",
"CTNNB1",
"CD44",
"MGST1",
"PDIA3",
"PLPP5",
"PDIA4",
"HSPA5",
"CCN2",
"ICAM1",
"SLC25A4",
"DUOX1",
"SPCS3",
"NAPSA",
"RTKN2",
"YAP1",
"SELENOS",
"SPARC... | [
8,
7,
3,
6,
225,
433,
177,
506,
454,
353,
619,
507,
603,
424,
306,
526,
169,
151,
100,
369,
426,
444,
427,
272,
76,
275,
515,
180,
532,
394,
473,
620,
494,
530,
171,
258,
46,
524,
483,
252,
390,
404,
221,
135,
408,
332,
468,... | [
[
0,
1,
1,
1,
1,
1,
1,
0,
1,
1,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Alveolar FBs | THD0011 | [
1,
0.9099999999999999,
0.9099999999999999,
0.9099999999999999,
0.82,
0.73,
0.64,
0.64,
0.5499999999999999,
0.45999999999999996,
0.45999999999999996,
0.37,
0.28,
0.28,
0.28,
0.28,
0.28,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.1,
0.... |
[
[
0,
0,
0,
0,
0,
0,
0,
163.93443298339844,
0,
0,
0,
0,
0,
0,
245.90164184570312,
0,
0,
0,
0,
0,
0,
81.96721649169922,
0,
163.93443298339844,
0,
0,
327.8688659667969,
0,
0,
0,
0,
0,
0,
... | train | aaaadkne-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadkne-1 | [
"VIM",
"EPAS1",
"POSTN",
"IL7R",
"RNASE1",
"BMPR2",
"PECAM1",
"SOD2",
"RHOA",
"ATF4",
"HSPA5",
"FN1",
"FCN3",
"YAP1",
"EHMT1",
"CTNNB1",
"ITGB1",
"BCL2L1",
"WWTR1",
"STAT1",
"AKR1C1",
"PGC",
"SFTPD",
"PDIA3",
"PDGFRA",
"DMBT1",
"TBXA2R",
"SPCS3",
"GNG11",
"G... | [
8,
7,
3,
6,
603,
193,
446,
294,
469,
61,
431,
526,
468,
46,
272,
225,
217,
620,
184,
151,
306,
58,
618,
542,
26,
433,
507,
426,
424,
177,
551,
532,
238,
247,
254,
255,
257,
260,
273,
276,
279,
293,
438,
317,
346,
136,
369,
... | [
[
0,
1,
1,
1,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
... |
[
[
0,
0,
0,
0,
0,
0,
0,
74.0740737915039,
0,
0,
0,
0,
0,
0,
74.0740737915039,
0,
0,
0,
0,
0,
74.0740737915039,
0,
0,
0,
0,
0,
0,
0,
0,
0,
74.0740737915039,
0,
0,
0,
0,
0,
... | train | aaaadnno-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadnno-1 | [
"PGC",
"SFTPC",
"EPAS1",
"RHOA",
"SFTPD",
"DMBT1",
"CD44",
"HSPA5",
"VIM",
"RNASE1",
"HIST1H1C",
"MGST1",
"KRT18",
"NAPSA",
"PDIA4",
"PECAM1",
"SFTA2",
"CD274",
"DCN",
"IL7R",
"SOD2",
"FN1",
"LUM",
"HLA-DRA",
"LAMP3",
"CD34",
"DUOX1",
"SEC11C",
"SELENOS",
"S... | [
8,
7,
3,
6,
433,
506,
193,
468,
507,
177,
100,
272,
603,
469,
260,
369,
324,
394,
427,
431,
504,
89,
169,
294,
526,
225,
353,
263,
332,
92,
180,
490,
494,
489,
438,
473,
146,
147,
456,
442,
197,
217,
620,
481,
537,
454,
580,... | [
[
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,... | gCap | THD0011 | [
1,
0.9,
0.8,
0.7000000000000001,
0.6,
0.6,
0.5,
0.5,
0.4,
0.4,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.1,
0.1,
0.1,... |
[
[
0,
0,
0,
217.3913116455078,
0,
0,
0,
0,
0,
0,
0,
0,
0,
108.6956558227539,
217.3913116455078,
0,
217.3913116455078,
0,
108.6956558227539,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadknc-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadknc-1 | [
"COL1A2",
"FN1",
"PGC",
"HIST1H1C",
"SFTPD",
"PDGFRB",
"CTNNB1",
"LUM",
"SPARCL1",
"SOD2",
"CCL21",
"IFIT3",
"NAPSA",
"NFKB1",
"COL3A1",
"ATG7",
"MAL",
"ATF4",
"AGER",
"VIM",
"PDIA6",
"STAT1",
"EGFR",
"HIF1A",
"DUOX1",
"SPCS3",
"RHOA",
"PKM",
"EPAS1",
"SLC25... | [
8,
7,
3,
6,
135,
225,
433,
260,
507,
425,
151,
353,
530,
526,
73,
280,
394,
400,
136,
48,
358,
46,
21,
603,
428,
542,
182,
258,
180,
532,
468,
438,
193,
515,
111,
194,
390,
206,
427,
171,
426,
483,
221,
469,
424,
408,
404,
... | [
[
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,
0,... | Alveolar FBs | THD0011 | [
1,
0.775,
0.55,
0.55,
0.55,
0.55,
0.55,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
78.125,
0,
0,
0,
0,
0,
0,
0,
0,
78.125,
0,
0,
156.25,
0,
0,
0,
78.125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadnip-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadnip-1 | [
"EPAS1",
"SFTPC",
"MGST1",
"FCN3",
"RHOA",
"IL7R",
"VIM",
"SFTPD",
"CD44",
"PKM",
"PGC",
"PECAM1",
"PDIA3",
"HERPUD1",
"FN1",
"NAPSA",
"DUOX1",
"SSR3",
"BMPR2",
"PCNA",
"RNASE1",
"SOD2",
"XBP1",
"ITGAV",
"KRT18",
"HSPA5",
"HYOU1",
"MYDGF",
"HEY1",
"SFTA2",
... | [
8,
7,
3,
6,
193,
506,
369,
217,
468,
294,
603,
507,
100,
438,
433,
431,
426,
254,
225,
394,
180,
541,
61,
420,
469,
526,
619,
304,
324,
272,
273,
390,
257,
504,
494,
490,
481,
135,
620,
473,
143,
293,
459,
448,
170,
442,
332... | [
[
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,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.85,
0.7,
0.7,
0.7,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
50.50505065917969,
0,
0,
50.50505065917969,
0,
0,
0,
0,
0,
0,
101.01010131835938,
0,
0,
0,
0,
0,
0,
0,
50.50505065917969,
101.01010131835938,
0,
0,
0,
0,
0,
... | train | aaaadnkc-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadnkc-1 | [
"LUM",
"VIM",
"PGC",
"SOD2",
"EPAS1",
"FN1",
"NAPSA",
"HIST1H1C",
"SFTPD",
"PDGFRA",
"COL3A1",
"KRT8",
"PECAM1",
"MGST1",
"CCN2",
"ITGAV",
"RHOA",
"SPARCL1",
"GKN2",
"CST3",
"YAP1",
"DCN",
"ITGB1",
"WWTR1",
"HIF1A",
"SEC11C",
"KDR",
"MAL",
"COL1A2",
"HLA-DRA... | [
8,
7,
3,
6,
353,
603,
433,
526,
193,
225,
394,
260,
507,
424,
136,
328,
431,
369,
76,
304,
468,
530,
234,
147,
620,
169,
306,
618,
258,
490,
312,
358,
135,
263,
51,
404,
206,
63,
454,
100,
514,
594,
275,
428,
506,
379,
254,
... | [
[
0,
1,
1,
1,
1,
1,
1,
0,
0,
0,
1,
0,
1,
0,
0,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Fibroblasts | THD0011 | [
1,
0.8875,
0.8875,
0.775,
0.6625,
0.6625,
0.55,
0.55,
0.55,
0.4375,
0.4375,
0.4375,
0.4375,
0.4375,
0.4375,
0.4375,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.... |
[
[
0,
0,
0,
101.69491577148438,
33.8983039855957,
0,
0,
0,
0,
33.8983039855957,
0,
0,
0,
0,
67.7966079711914,
0,
0,
0,
169.49151611328125,
0,
33.8983039855957,
0,
0,
101.69491577148438,
0,
0,
33.8983039855957,... | train | aaaadknn-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadknn-1 | [
"SFTPD",
"RTKN2",
"PGC",
"FN1",
"NAPSA",
"KRT8",
"MGST1",
"ITGB1",
"DUOX1",
"KRT18",
"VIM",
"COL1A2",
"EPCAM",
"EPAS1",
"NKX2-1",
"AXIN2",
"HSPA5",
"EGFR",
"CEACAM6",
"VEGFA",
"STAT1",
"HERPUD1",
"PDIA3",
"HLA-DRA",
"RNASE1",
"ITGA3",
"YAP1",
"SOD2",
"BCL2L1",... | [
8,
7,
3,
6,
507,
473,
433,
225,
394,
328,
369,
306,
180,
324,
603,
135,
194,
193,
404,
51,
272,
182,
117,
602,
542,
254,
426,
263,
469,
301,
620,
526,
58,
619,
137,
515,
454,
169,
468,
21,
151,
528,
537,
438,
136,
494,
504,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT1 | THD0011 | [
1,
0.9307692307692308,
0.8615384615384616,
0.7923076923076923,
0.7230769230769231,
0.6538461538461539,
0.5846153846153846,
0.5846153846153846,
0.5846153846153846,
0.5153846153846154,
0.4461538461538461,
0.4461538461538461,
0.4461538461538461,
0.4461538461538461,
0.4461538461538461,
0.3... |
[
[
0,
0,
67.11409759521484,
33.55704879760742,
0,
0,
0,
0,
67.11409759521484,
33.55704879760742,
0,
0,
0,
0,
134.2281951904297,
33.55704879760742,
0,
0,
33.55704879760742,
0,
33.55704879760742,
100.671142578125,
33.5570487976... | train | aaaadknk-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadknk-1 | [
"SFTPD",
"EPAS1",
"PGC",
"MGST1",
"RHOA",
"KRT18",
"FCN3",
"SFTPC",
"NAPSA",
"PECAM1",
"PKM",
"ITGB1",
"CD44",
"PDIA3",
"HSPA5",
"YAP1",
"IL7R",
"RNASE1",
"VIM",
"ATF4",
"CEACAM6",
"XBP1",
"WWTR1",
"FN1",
"EPCAM",
"WFDC2",
"CCN2",
"IDH1",
"TOP1",
"SOD2",
"... | [
8,
7,
3,
6,
507,
193,
433,
369,
468,
324,
217,
506,
394,
431,
438,
306,
100,
426,
272,
620,
294,
469,
603,
46,
117,
619,
618,
225,
194,
610,
76,
276,
580,
526,
280,
332,
55,
58,
328,
454,
151,
177,
428,
206,
424,
234,
247,
... | [
[
0,
1,
1,
1,
0,
0,
0,
1,
0,
1,
1,
0,
0,
0,
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,... | gCap | THD0011 | [
1,
0.9249999999999999,
0.85,
0.7749999999999999,
0.7,
0.625,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.475,
0.475,
0.475,
0.4,
0.4,
0.4,
0.4,
0.4,
0.32499999999999996,
0.32499999999999996,
0.32499999999999996,
0.... |
[
[
0,
0,
87.71929931640625,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
87.71929931640625,
0,
0,
175.4385986328125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
263.15789794921875,
... | train | aaaadkno-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadkno-1 | [
"VIM",
"CST3",
"HLA-DRA",
"CXCR4",
"HIST1H1C",
"PTPRC",
"PGC",
"FN1",
"CCL21",
"CCN2",
"SPCS3",
"PDIA3",
"LTF",
"COL3A1",
"HLA-DQA1",
"PECAM1",
"ATP2A3",
"CD8A",
"LYZ",
"RNASE1",
"DCN",
"MGST1",
"CD44",
"GZMA",
"CD69",
"SPARCL1",
"CD4",
"MKI67",
"SFTPC",
"MY... | [
8,
7,
3,
6,
603,
147,
263,
163,
260,
456,
433,
225,
73,
76,
532,
426,
352,
136,
261,
431,
50,
110,
357,
469,
169,
369,
100,
248,
103,
530,
97,
371,
506,
390,
217,
473,
151,
468,
317,
420,
206,
427,
197,
438,
247,
408,
193,
... | [
[
0,
1,
1,
1,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | T-cells | THD0011 | [
1,
0.8875,
0.775,
0.6625,
0.55,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.212500000... |
[
[
0,
0,
41.66666793823242,
125,
0,
41.66666793823242,
0,
125,
41.66666793823242,
0,
41.66666793823242,
0,
0,
0,
125,
0,
0,
0,
0,
0,
0,
0,
0,
83.33333587646484,
0,
0,
83.33333587646484,
0,
0,
0,
... | train | aaaadkik-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadkik-1 | [
"EPAS1",
"VIM",
"HERPUD1",
"PECAM1",
"FCN3",
"RTKN2",
"HIST1H1C",
"CEACAM6",
"FN1",
"RHOA",
"PTGDS",
"COL1A2",
"SPARCL1",
"RNASE1",
"LUM",
"HSPA5",
"PDIA3",
"CD34",
"HEY1",
"SOD2",
"MGST1",
"NKX2-1",
"YAP1",
"ATF4",
"AKR1C1",
"AGER",
"IL7R",
"ITGB1",
"DUOX1",
... | [
8,
7,
3,
6,
193,
603,
254,
431,
217,
473,
260,
117,
225,
468,
454,
135,
530,
469,
353,
272,
426,
92,
257,
526,
369,
404,
620,
46,
26,
21,
294,
306,
180,
428,
296,
427,
76,
515,
490,
147,
619,
58,
291,
151,
602,
61,
450,
18... | [
[
0,
1,
1,
1,
1,
1,
1,
0,
1,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.9099999999999999,
0.82,
0.73,
0.73,
0.64,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.45999999999999996,
0.45999999999999996,
0.37,
0.37,
0.37,
0.37,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.19,
0.19,
0.19,
0... |
[
[
0,
0,
412.3711242675781,
0,
103.09278106689453,
0,
0,
0,
0,
0,
0,
0,
0,
0,
206.18556213378906,
206.18556213378906,
0,
0,
0,
103.09278106689453,
0,
103.09278106689453,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadknm-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadknm-1 | [
"FN1",
"VIM",
"LUM",
"COL1A2",
"ACTA2",
"EPAS1",
"SPARCL1",
"CTNNB1",
"ITGB1",
"COL3A1",
"RHOA",
"CST3",
"CCN2",
"PDGFRA",
"ATF6",
"IDH1",
"SMAD4",
"ATF4",
"HERPUD1",
"CD44",
"STAT6",
"FGF10",
"GZMA",
"FCN3",
"CD68",
"NUCB2",
"SNAI2",
"TGFB3",
"SFTA2",
"RTKN... | [
8,
7,
3,
6,
225,
603,
353,
135,
14,
193,
530,
151,
306,
136,
468,
147,
76,
424,
47,
276,
519,
46,
254,
100,
544,
219,
248,
217,
102,
408,
523,
558,
504,
473,
433,
507,
580,
442,
438,
425,
304,
454,
177,
55,
52,
431,
420,
2... | [
[
0,
1,
1,
0,
0,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Alveolar FBs | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
... |
[
[
0,
70.42253875732422,
70.42253875732422,
0,
0,
352.1127014160156,
0,
0,
0,
0,
0,
0,
0,
0,
140.84507751464844,
0,
211.26760864257812,
0,
0,
0,
0,
0,
0,
70.42253875732422,
0,
0,
0,
0,
70.4225387573242... | train | aaaadnnn-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadnnn-1 | [
"HLA-DRA",
"VIM",
"EPAS1",
"PGC",
"SFTPD",
"AIF1",
"SFTPC",
"EREG",
"CST3",
"HERPUD1",
"MS4A7",
"PTPRC",
"FCGR3A",
"SOD2",
"ATG7",
"MGST1",
"PKM",
"HYOU1",
"HMOX1",
"DMBT1",
"FCER1G",
"LYZ",
"TGFB1",
"MRC1",
"CD4",
"NFKB1",
"SPCS2",
"WWTR1",
"RNASE1",
"RHOA"... | [
8,
7,
3,
6,
263,
603,
193,
433,
507,
23,
506,
196,
147,
254,
383,
456,
214,
526,
48,
369,
438,
273,
266,
177,
211,
357,
556,
379,
97,
400,
531,
618,
469,
468,
46,
426,
305,
135,
530,
194,
427,
100,
431,
102,
394,
448,
519,
... | [
[
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,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Interstitial Macrophages | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.6142857142857143,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
... |
[
[
0,
0,
164.8351593017578,
274.72528076171875,
0,
0,
0,
54.94505310058594,
54.94505310058594,
0,
0,
0,
0,
0,
219.78021240234375,
0,
109.89010620117188,
0,
164.8351593017578,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadlpl-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadlpl-1 | [
"VIM",
"RTKN2",
"EPAS1",
"PECAM1",
"AGER",
"VEGFA",
"SFTPD",
"PDIA3",
"ATF4",
"SELENOS",
"ITGB1",
"IL7R",
"SOD2",
"FN1",
"FCN3",
"HMOX1",
"ITGA3",
"EPCAM",
"KRT18",
"LUM",
"NKX2-1",
"MARCO",
"CEACAM6",
"PTGDS",
"ACTA2",
"AXIN2",
"PLIN2",
"RNASE1",
"ERLEC1",
... | [
8,
7,
3,
6,
603,
473,
193,
431,
21,
602,
507,
426,
46,
494,
306,
294,
526,
225,
217,
266,
301,
194,
324,
353,
404,
362,
117,
454,
14,
51,
442,
469,
197,
542,
532,
257,
92,
263,
280,
296,
48,
291,
357,
369,
68,
76,
346,
137... | [
[
0,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Interstitial Macrophages | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.6142857142857143,
0.6142857142857143,
0.6142857142857143,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577... |
[
[
54.64480972290039,
0,
0,
54.64480972290039,
0,
109.28961944580078,
0,
0,
0,
0,
0,
0,
0,
54.64480972290039,
382.513671875,
0,
0,
0,
54.64480972290039,
54.64480972290039,
0,
0,
0,
218.57923889160156,
0,
0,
54... | train | aaaadlpo-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadlpo-1 | [
"VIM",
"LYZ",
"HLA-DRA",
"HMOX1",
"MARCO",
"PLIN2",
"ATF4",
"CD68",
"BCL2L1",
"SOD2",
"RHOA",
"IDH1",
"PKM",
"CEACAM6",
"SSR3",
"GSR",
"MRC1",
"NAPSA",
"FN1",
"HIF1A",
"HLA-DQA1",
"EPAS1",
"AIF1",
"CCL2",
"ITGAX",
"CD44",
"SFTPD",
"FABP4",
"XBP1",
"GZMB",
... | [
8,
7,
3,
6,
603,
357,
263,
266,
362,
442,
46,
102,
58,
526,
468,
276,
438,
117,
541,
247,
379,
394,
225,
258,
261,
193,
23,
72,
305,
100,
507,
202,
619,
249,
231,
211,
194,
180,
178,
151,
248,
544,
306,
273,
494,
481,
480,
... | [
[
0,
1,
1,
1,
1,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | not available | THD0011 | [
1,
0.8875,
0.8875,
0.775,
0.775,
0.775,
0.6625,
0.55,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250... |
[
[
0,
0,
125.78616333007812,
0,
62.89308166503906,
0,
0,
0,
0,
0,
0,
62.89308166503906,
0,
0,
188.6792449951172,
0,
0,
0,
0,
0,
0,
0,
0,
62.89308166503906,
0,
0,
125.78616333007812,
0,
0,
0,
0,... | train | aaaadkoc-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadkoc-1 | [
"EPAS1",
"VIM",
"SPARCL1",
"HSPA5",
"PTGDS",
"PECAM1",
"LUM",
"HERPUD1",
"ITGB1",
"PDGFRB",
"CD34",
"CTNNB1",
"EHMT1",
"DCN",
"FCN3",
"CD44",
"IL7R",
"CCN2",
"ATF4",
"YAP1",
"PDIA3",
"HIST1H1C",
"FN1",
"KRT18",
"NUCB2",
"DUOX1",
"PGC",
"COL1A2",
"RNASE1",
"H... | [
8,
7,
3,
6,
193,
603,
530,
272,
454,
431,
353,
254,
306,
425,
92,
151,
184,
169,
217,
100,
294,
76,
46,
620,
426,
260,
225,
324,
408,
180,
433,
135,
469,
266,
280,
621,
14,
61,
317,
126,
524,
515,
171,
504,
58,
206,
468,
4... | [
[
0,
1,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.6142857142857143,
0.6142857142857143,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,... |
[
[
0,
0,
143.8848876953125,
71.94244384765625,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
215.82733154296875,
0,
143.8848876953125,
71.94244384765625,
71.94244384765625,
71.94244384765625,
0,
0,
0,
0,
0,
0,
215.82733154296... | train | aaaadkif-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadkif-1 | [
"EPAS1",
"PTGDS",
"VIM",
"PECAM1",
"HIST1H1C",
"RNASE1",
"KLRB1",
"PDIA3",
"NKG7",
"HAVCR2",
"PTPRC",
"FGFBP2",
"RHOA",
"CTNNB1",
"ITGB1",
"BMPR2",
"ATF4",
"PDIA4",
"PKM",
"CD69",
"CD247",
"RTKN2",
"HLA-DQA1",
"GZMA",
"GSR",
"CD44",
"GNLY",
"ACTA2",
"ATG7",
... | [
8,
7,
3,
6,
193,
454,
603,
431,
260,
469,
316,
426,
403,
253,
456,
222,
468,
151,
306,
61,
46,
427,
438,
103,
87,
473,
261,
248,
247,
100,
239,
14,
48,
214,
590,
50,
303,
275,
101,
369,
264,
328,
317,
258,
617,
428,
21,
40... | [
[
0,
1,
0,
1,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | NK cells | THD0011 | [
1,
0.85,
0.7,
0.7,
0.7,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
77.51937866210938,
0,
232.55813598632812,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
310.0775146484375,
0,
0,
0,
0,
0,
0,
0,
155.03875732421875,
77.51937866210938,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadlmh-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadlmh-1 | [
"VIM",
"FN1",
"COL1A2",
"COL3A1",
"SOD2",
"EPAS1",
"LUM",
"ATF4",
"ACTA2",
"DCN",
"PECAM1",
"PGC",
"PKM",
"PTGDS",
"RNASE1",
"BCL2",
"FAP",
"PDGFRB",
"SFTPD",
"ITGB1",
"TOP1",
"HERPUD1",
"HIF1A",
"HLA-DRA",
"FGF7",
"ABCC2",
"FCER1G",
"FASLG",
"HMOX1",
"ERLEC... | [
8,
7,
3,
6,
603,
225,
135,
136,
526,
193,
353,
46,
14,
169,
431,
433,
438,
454,
469,
57,
205,
425,
507,
306,
580,
254,
258,
263,
221,
10,
211,
207,
266,
197,
184,
182,
177,
147,
220,
272,
366,
276,
619,
618,
600,
544,
542,
... | [
[
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Alveolar FBs | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
... |
[
[
0,
41.15226364135742,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
164.6090545654297,
0,
41.15226364135742,
41.15226364135742,
0,
0,
0,
0,
0,
41.15226364135742,
0,
0,
123.456787109375,
0,
0,
0,
0,
... | train | aaaadnio-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadnio-1 | [
"PGC",
"SFTPD",
"DMBT1",
"CD44",
"NAPSA",
"MGST1",
"XBP1",
"LAMP3",
"RHOA",
"NKX2-1",
"IDH1",
"SEC11C",
"ITGB1",
"HLA-DRA",
"ATF4",
"RNASE1",
"PKM",
"EPCAM",
"BMPR2",
"VIM",
"CCN2",
"LUM",
"DUOX1",
"COL1A2",
"SSR3",
"NUTF2",
"HSPA5",
"CFTR",
"EPAS1",
"SFTA2"... | [
8,
7,
3,
6,
433,
507,
177,
100,
394,
369,
619,
332,
468,
404,
276,
490,
306,
263,
46,
469,
438,
194,
61,
603,
76,
353,
180,
135,
541,
409,
272,
120,
193,
504,
234,
620,
324,
134,
532,
531,
169,
488,
384,
454,
528,
390,
526,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9181818181818181,
0.8363636363636363,
0.7545454545454545,
0.7545454545454545,
0.6727272727272727,
0.6727272727272727,
0.5909090909090909,
0.509090909090909,
0.509090909090909,
0.42727272727272725,
0.34545454545454546,
0.34545454545454546,
0.34545454545454546,
0.34545454545454546,
... |
[
[
0,
0,
0,
27.624309539794922,
0,
82.8729248046875,
0,
0,
0,
0,
0,
0,
0,
0,
55.248619079589844,
55.248619079589844,
55.248619079589844,
0,
0,
82.8729248046875,
0,
27.624309539794922,
0,
0,
0,
0,
27.6243095397... | train | aaaadkoh-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadkoh-1 | [
"VIM",
"MRC1",
"MS4A7",
"HLA-DRA",
"CD14",
"FCER1G",
"RNASE1",
"HERPUD1",
"LUM",
"RHOA",
"CD44",
"FN1",
"CTNNB1",
"ITGB1",
"PKM",
"CST3",
"FCGR3A",
"SLC1A3",
"IDH1",
"XBP1",
"PTGDS",
"IL2RA",
"PTPRC",
"HIF1A",
"COL1A2",
"PDIA3",
"KRT8",
"ICAM1",
"HMOX1",
"AX... | [
8,
7,
3,
6,
603,
379,
383,
263,
80,
211,
469,
254,
353,
468,
100,
225,
151,
306,
438,
147,
214,
513,
276,
619,
454,
290,
456,
258,
135,
426,
328,
275,
266,
52,
530,
369,
620,
102,
427,
23,
431,
66,
400,
169,
526,
261,
260,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
1,
1,
1,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,... | Macrophages | THD0011 | [
1,
0.94375,
0.8875,
0.83125,
0.775,
0.71875,
0.6625,
0.60625,
0.55,
0.55,
0.49375,
0.4375,
0.4375,
0.38125,
0.38125,
0.38125,
0.38125,
0.325,
0.325,
0.325,
0.325,
0.26875000000000004,
0.26875000000000004,
0.26875000000000004,
0.26875000000000004,
0.26875000000000004... |
[
[
0,
0,
95.23809814453125,
0,
0,
0,
0,
47.619049072265625,
0,
47.619049072265625,
0,
0,
0,
0,
238.09524536132812,
47.619049072265625,
0,
0,
47.619049072265625,
47.619049072265625,
0,
0,
0,
47.619049072265625,
0,
... | train | aaaadkok-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadkok-1 | [
"VIM",
"PGC",
"CCN2",
"FN1",
"COL1A2",
"PTGDS",
"NAPSA",
"MGST1",
"SFTPD",
"ATF4",
"SPARCL1",
"RHOA",
"CEACAM6",
"LUM",
"XBP1",
"COL3A1",
"KRT8",
"KRT18",
"CSPG4",
"YAP1",
"DCN",
"HMGA1",
"RNASE1",
"BMPR2",
"EPAS1",
"SFTA2",
"FAS",
"ERLEC1",
"DUOX1",
"STAT1"... | [
8,
7,
3,
6,
603,
433,
76,
225,
135,
454,
394,
369,
507,
46,
530,
468,
117,
353,
619,
136,
328,
324,
146,
620,
169,
264,
469,
61,
193,
504,
206,
197,
180,
542,
526,
151,
100,
473,
621,
425,
14,
618,
306,
358,
275,
263,
428,
... | [
[
0,
1,
1,
1,
1,
0,
1,
1,
1,
0,
0,
1,
1,
1,
0,
1,
0,
0,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Alveolar FBs | THD0011 | [
1,
0.9099999999999999,
0.82,
0.73,
0.64,
0.5499999999999999,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.37,
0.37,
0.37,
0.37,
0.37,
0.37,
0.37,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.19,
0.19,
... |
[
[
0,
0,
246.91357421875,
41.15226364135742,
0,
0,
0,
41.15226364135742,
0,
0,
0,
0,
0,
0,
205.76132202148438,
0,
0,
41.15226364135742,
0,
82.30452728271484,
0,
0,
41.15226364135742,
41.15226364135742,
0,
0,
4... | train | aaaadkoi-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadkoi-1 | [
"VIM",
"EPAS1",
"PGC",
"SPARCL1",
"ITGB1",
"PDGFRB",
"SFTPD",
"LUM",
"ACTA2",
"FN1",
"SOD2",
"CST3",
"RNASE1",
"ATF4",
"CCN2",
"DCN",
"NAPSA",
"CEACAM6",
"CD4",
"HIST1H1C",
"KRT18",
"CD44",
"MGST1",
"RHOA",
"NKX2-1",
"PTGDS",
"YAP1",
"COL1A2",
"SFTA2",
"PKM"... | [
8,
7,
3,
6,
603,
193,
433,
530,
306,
425,
507,
353,
14,
225,
526,
147,
469,
46,
76,
169,
394,
117,
97,
260,
324,
100,
369,
468,
404,
454,
620,
135,
504,
438,
542,
544,
146,
473,
428,
409,
390,
276,
293,
424,
336,
328,
304,
... | [
[
0,
1,
1,
1,
1,
0,
0,
1,
0,
0,
0,
1,
0,
1,
0,
0,
0,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Alveolar FBs | THD0011 | [
1,
0.9181818181818181,
0.8363636363636363,
0.7545454545454545,
0.6727272727272727,
0.5909090909090909,
0.5909090909090909,
0.5909090909090909,
0.509090909090909,
0.509090909090909,
0.42727272727272725,
0.42727272727272725,
0.42727272727272725,
0.42727272727272725,
0.34545454545454546,
... |
[
[
0,
0,
147.78326416015625,
0,
0,
147.78326416015625,
0,
0,
0,
0,
0,
0,
0,
0,
49.261085510253906,
0,
98.52217102050781,
0,
0,
0,
0,
49.261085510253906,
0,
49.261085510253906,
0,
0,
0,
0,
0,
0,
... | train | aaaadkhg-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadkhg-1 | [
"VIM",
"HMOX1",
"CCL2",
"FCER1G",
"CCL18",
"PLIN2",
"HLA-DRA",
"SOD2",
"PKM",
"HIF1A",
"MS4A7",
"LYZ",
"CD44",
"HAVCR2",
"HSPA5",
"ICAM1",
"FABP4",
"IDH1",
"MARCO",
"IL7R",
"RHOA",
"ACTA2",
"AIF1",
"FCGR3A",
"EHMT1",
"CD14",
"CD68",
"MYDGF",
"MRC1",
"GPR183"... | [
8,
7,
3,
6,
603,
266,
72,
211,
71,
442,
263,
526,
438,
258,
383,
357,
100,
253,
272,
275,
202,
276,
362,
294,
468,
14,
23,
214,
184,
80,
102,
390,
379,
242,
483,
306,
48,
542,
481,
494,
151,
469,
147,
456,
178,
136,
134,
4... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SPP1+ Macrophages | THD0011 | [
1,
1,
0.9,
0.8,
0.7000000000000001,
0.6,
0.6,
0.5,
0.5,
0.5,
0.5,
0.4,
0.4,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000... |
[
[
0,
0,
122.69938659667969,
61.349693298339844,
0,
122.69938659667969,
0,
0,
0,
0,
0,
0,
0,
0,
61.349693298339844,
61.349693298339844,
0,
0,
0,
61.349693298339844,
0,
0,
0,
61.349693298339844,
0,
0,
61.349693... | train | aaaadkon-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadkon-1 | [
"VIM",
"EPAS1",
"SPP1",
"IL7R",
"LUM",
"PDGFRB",
"FCER1G",
"MARCO",
"CCL2",
"SPARCL1",
"PKM",
"PGC",
"RNASE1",
"HLA-DRA",
"HMOX1",
"PLIN2",
"CD44",
"KRT8",
"AIF1",
"HSPA5",
"SOD2",
"LYZ",
"CCN2",
"CSPG4",
"FN1",
"SPCS3",
"ERLEC1",
"PDIA3",
"LEF1",
"ACTA2",
... | [
8,
7,
3,
6,
603,
193,
536,
294,
353,
425,
211,
362,
72,
530,
438,
433,
469,
263,
266,
442,
100,
328,
23,
272,
526,
357,
76,
146,
225,
532,
197,
426,
335,
14,
184,
620,
473,
619,
528,
260,
21,
369,
424,
117,
454,
379,
514,
... | [
[
0,
1,
1,
0,
1,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SMCs | THD0011 | [
1,
0.8875,
0.775,
0.6625,
0.6625,
0.55,
0.55,
0.55,
0.55,
0.55,
0.4375,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.212... |
[
[
0,
18.115942001342773,
18.115942001342773,
54.34782409667969,
0,
0,
0,
289.8550720214844,
108.69564819335938,
18.115942001342773,
0,
0,
0,
0,
108.69564819335938,
0,
18.115942001342773,
0,
126.81159210205078,
0,
36.23188400268555,
... | train | aaaadnkd-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadnkd-1 | [
"SFTPD",
"KRT18",
"KRT8",
"CEACAM6",
"HIST1H1C",
"AKR1C1",
"ITGB1",
"ICAM1",
"SOD2",
"RHOA",
"CTNNB1",
"PKM",
"SAA2",
"SOX4",
"WFDC2",
"RNASE1",
"MGST1",
"STAT6",
"ITGA3",
"EPCAM",
"PDIA3",
"FN1",
"YAP1",
"FAS",
"DUOX1",
"AXIN2",
"VIM",
"ATF4",
"NAPSA",
"AKR... | [
8,
7,
3,
6,
507,
324,
328,
117,
260,
26,
306,
275,
526,
468,
151,
438,
483,
528,
610,
469,
369,
544,
301,
194,
426,
225,
620,
206,
180,
51,
603,
46,
394,
27,
55,
504,
433,
58,
263,
404,
272,
304,
619,
308,
542,
182,
409,
5... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
1,
1,
0,
1,
0,
0,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
1,
0,
0,... | Transitional AT2 | THD0011 | [
1,
0.955,
0.9099999999999999,
0.865,
0.82,
0.7749999999999999,
0.73,
0.73,
0.6849999999999999,
0.64,
0.595,
0.5499999999999999,
0.505,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.41500000000000004,
0.41500000000000004,
0.415000000000000... |
[
[
0,
0,
0,
0,
0,
75.75757598876953,
0,
0,
0,
0,
0,
75.75757598876953,
0,
0,
75.75757598876953,
0,
151.51515197753906,
75.75757598876953,
0,
0,
0,
0,
0,
75.75757598876953,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadlml-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadlml-1 | [
"VIM",
"LYZ",
"MRC1",
"PGC",
"CD14",
"ITGAX",
"MS4A7",
"FCER1G",
"HIF1A",
"STAT6",
"EPAS1",
"GPR183",
"PDIA3",
"SOD2",
"HERPUD1",
"RHOA",
"PKM",
"IRF1",
"ATG7",
"SFTPC",
"VEGFA",
"PECAM1",
"SSR3",
"ITGAM",
"KRT18",
"HMOX1",
"HIST1H1C",
"STAT1",
"HLA-DQB1",
"... | [
8,
7,
3,
6,
603,
357,
379,
433,
80,
305,
383,
211,
258,
544,
193,
242,
426,
526,
254,
468,
438,
296,
48,
506,
602,
431,
541,
303,
324,
266,
260,
542,
262,
362,
263,
276,
100,
102,
519,
151,
513,
120,
494,
490,
394,
163,
272,... | [
[
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,... | Macrophages | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
263.15789794921875,
0,
65.78947448730469,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadkja-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadkja-1 | [
"JCHAIN",
"HERPUD1",
"XBP1",
"PDIA4",
"PIM2",
"VIM",
"SEC11C",
"EPAS1",
"ATF4",
"SPCS2",
"ITGB1",
"CD79A",
"NUCB2",
"HIST1H1C",
"MANF",
"CTNNB1",
"RTKN2",
"SELENOS",
"HSPA5",
"TNFRSF17",
"MARCO",
"HYOU1",
"PECAM1",
"CD68",
"DNAJB9",
"SFTPD",
"KRT8",
"CRELD2",
... | [
8,
7,
3,
6,
310,
254,
619,
427,
437,
603,
490,
193,
46,
531,
306,
105,
408,
260,
360,
151,
473,
494,
272,
575,
362,
273,
431,
102,
178,
507,
328,
144,
410,
428,
532,
257,
222,
224,
225,
468,
394,
147,
309,
184,
346,
182,
438... | [
[
0,
1,
1,
1,
0,
1,
1,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Plasma | THD0011 | [
1,
0.8875,
0.775,
0.6625,
0.55,
0.55,
0.55,
0.4375,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21... |
[
[
0,
0,
232.55813598632812,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
116.27906799316406,
0,
0,
0,
116.27906799316406,
0,
0,
0,
0,
0,
0,
0,
232.55813598632812,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadkip-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadkip-1 | [
"EPAS1",
"HEY1",
"PECAM1",
"VIM",
"HERPUD1",
"VEGFA",
"BMPR2",
"DUOX1",
"KRT18",
"JCHAIN",
"RHOA",
"SFTPD",
"ACTA2",
"PDIA6",
"NHSL2",
"HIST1H1C",
"HLA-DQA1",
"LUM",
"HES1",
"TGFB1",
"CLDN5",
"FCGR3A",
"HSPA5",
"HYOU1",
"FGF7",
"YAP1",
"AXIN2",
"ITGB1",
"ATF4"... | [
8,
7,
3,
6,
193,
257,
431,
603,
254,
602,
61,
180,
324,
310,
468,
507,
14,
428,
401,
260,
261,
353,
255,
556,
126,
214,
272,
273,
221,
620,
51,
306,
46,
151,
115,
117,
594,
184,
541,
469,
92
] | [
[
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
],
[
1,
0,
0,
0,
0,
0,
0... | Arteriole | THD0011 | [
1,
0.85,
0.85,
0.7,
0.5499999999999999,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1
] |
[
[
0,
0,
104.16666412353516,
52.08333206176758,
0,
0,
0,
52.08333206176758,
0,
0,
0,
0,
0,
0,
156.25,
0,
0,
0,
0,
0,
0,
52.08333206176758,
0,
52.08333206176758,
0,
0,
52.08333206176758,
0,
0,
0,
... | train | aaaadkpc-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadkpc-1 | [
"SFTPD",
"NKX2-1",
"PGC",
"HSPA5",
"RTKN2",
"DUOX1",
"CEACAM6",
"ITGA3",
"EPAS1",
"MGST1",
"SFTA2",
"EGFR",
"PDIA3",
"CD44",
"NAPSA",
"ITGB1",
"ATF4",
"RHOA",
"GKN2",
"HLA-DRA",
"CTNNB1",
"ICAM1",
"EHMT1",
"FN1",
"RNASE1",
"SFTPC",
"DDIT3",
"PECAM1",
"HIF1A",
... | [
8,
7,
3,
6,
507,
404,
433,
272,
473,
180,
117,
301,
193,
369,
504,
182,
426,
100,
394,
306,
46,
468,
234,
263,
151,
275,
184,
225,
469,
506,
171,
431,
258,
308,
328,
194,
427,
324,
619,
602,
14,
483,
489,
26,
134,
137,
614,
... | [
[
0,
1,
1,
1,
1,
1,
1,
0,
1,
0,
0,
1,
0,
0,
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,... | AT1 | THD0011 | [
1,
0.9,
0.8,
0.7000000000000001,
0.6,
0.5,
0.5,
0.5,
0.5,
0.5,
0.5,
0.4,
0.4,
0.4,
0.4,
0.4,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000... |
[
[
0,
0,
52.08333206176758,
17.36111068725586,
0,
52.08333206176758,
0,
17.36111068725586,
17.36111068725586,
17.36111068725586,
0,
0,
0,
17.36111068725586,
17.36111068725586,
0,
34.72222137451172,
0,
0,
0,
0,
17.36111068725586,
... | train | aaaadkpg-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadkpg-1 | [
"VIM",
"SPP1",
"IL7R",
"CCL2",
"HLA-DRA",
"PLIN2",
"PDIA3",
"IDH1",
"CD68",
"FCER1G",
"RHOA",
"MARCO",
"MS4A7",
"PDIA4",
"CD44",
"PKM",
"LYZ",
"HSPA5",
"SLC1A3",
"MYDGF",
"CCL18",
"MRC1",
"FCGR3A",
"RNASE1",
"SOD2",
"HMOX1",
"CTNNB1",
"ITGB1",
"GSR",
"GPR183... | [
8,
7,
3,
6,
603,
536,
294,
72,
263,
442,
426,
276,
102,
211,
468,
362,
383,
427,
100,
438,
357,
272,
513,
390,
71,
379,
214,
469,
526,
266,
151,
306,
247,
242,
273,
428,
532,
544,
450,
602,
360,
556,
490,
258,
261,
193,
400,... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
1,
1,
0,
0,
1,
0,
1,
1,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SPP1+ Macrophages | THD0011 | [
1,
0.955,
0.9099999999999999,
0.9099999999999999,
0.865,
0.82,
0.7749999999999999,
0.73,
0.6849999999999999,
0.64,
0.595,
0.595,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.505,
0.505,
0.45999999999999996,
0.41500000000000004,
0.41500000000000004,
0.37,
0.... |
[
[
0,
0,
44.843048095703125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
44.843048095703125,
313.9013366699219,
44.843048095703125,
44.843048095703125,
0,
44.843048095703125,
0,
0,
44.843048095703125,
0,
0,
0,
0,
0,
0,
... | train | aaaadnke-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadnke-1 | [
"SFTPC",
"PGC",
"SFTPD",
"NAPSA",
"DMBT1",
"CD44",
"ATF4",
"HLA-DRA",
"LAMP3",
"MGST1",
"VIM",
"ITGB1",
"EPAS1",
"DUOX1",
"LUM",
"YAP1",
"XBP1",
"FN1",
"PDIA3",
"EPCAM",
"KRT8",
"SEC11C",
"SCGB3A2",
"PDIA6",
"GKN2",
"SPARCL1",
"SFTA2",
"SOD2",
"PTPRC",
"HIST... | [
8,
7,
3,
6,
506,
433,
507,
394,
177,
100,
46,
263,
332,
369,
603,
306,
193,
180,
353,
620,
619,
225,
426,
194,
328,
490,
489,
428,
234,
530,
504,
526,
456,
260,
531,
294,
468,
469,
532,
117,
120,
151,
494,
390,
134,
247,
136... | [
[
0,
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,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9181818181818181,
0.8363636363636363,
0.7545454545454545,
0.6727272727272727,
0.5909090909090909,
0.509090909090909,
0.42727272727272725,
0.42727272727272725,
0.34545454545454546,
0.34545454545454546,
0.34545454545454546,
0.34545454545454546,
0.34545454545454546,
0.26363636363636367... |
[
[
0,
0,
79.36508178710938,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
79.36508178710938,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
79.36508178710938,
0,
0,
0,
0,
0,
0,
79.36508178710938,
0,
0... | train | aaaadnkb-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadnkb-1 | [
"EPAS1",
"PECAM1",
"RHOA",
"FN1",
"HMOX1",
"VIM",
"RTKN2",
"HERPUD1",
"COL3A1",
"YAP1",
"ITGB1",
"PGC",
"SFTPD",
"COL1A1",
"LUM",
"MGST1",
"ICAM1",
"COL1A2",
"HIST1H1C",
"KRT18",
"CD34",
"NUCB2",
"SPARCL1",
"PDGFRA",
"XBP1",
"SOD2",
"CD44",
"SOX9",
"SFTPC",
... | [
8,
7,
3,
6,
193,
431,
468,
225,
266,
603,
473,
254,
136,
620,
306,
433,
507,
134,
353,
369,
275,
135,
260,
324,
92,
408,
530,
424,
619,
526,
100,
529,
506,
294,
126,
483,
257,
143,
394,
221,
469,
217,
404,
454,
410,
177,
438... | [
[
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.6142857142857143,
0.6142857142857143,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
... |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.