Search is not available for this dataset
Expression list | Split string | Cell_id string | Gene list | Cell_Ids string | Ranked_Gene_Names list | Full_Tokens list | Gene_Gene_Matrix list | Annotations string | Sample_Names string | Normalized_Exp list |
|---|---|---|---|---|---|---|---|---|---|---|
[
[
0,
0,
0,
0,
0,
0,
0,
45.871559143066406,
0,
91.74311828613281,
0,
0,
0,
0,
321.1009216308594,
45.871559143066406,
0,
0,
137.61468505859375,
0,
45.871559143066406,
0,
0,
91.74311828613281,
0,
0,
0,
0,
... | train | aaaachdn-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaachdn-1 | [
"SFTPC",
"SFTPD",
"PGC",
"NAPSA",
"XBP1",
"DMBT1",
"CD44",
"MGST1",
"ATF4",
"CFTR",
"LAMP3",
"EPAS1",
"NKX2-1",
"HLA-DRA",
"RHOA",
"IDH1",
"YAP1",
"AXIN2",
"VIM",
"LMAN1",
"HIST1H1C",
"MYDGF",
"VEGFA",
"EGFR",
"SSR3",
"DUOX1",
"BCL2L1",
"ANKRD28",
"COL4A3",
... | [
8,
7,
3,
6,
506,
507,
433,
394,
619,
177,
100,
369,
46,
120,
332,
193,
404,
263,
468,
276,
620,
51,
603,
346,
260,
390,
602,
182,
541,
180,
58,
31,
137,
438,
178,
610,
169,
194,
217,
234,
151,
261,
143,
264,
273,
519,
328,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9249999999999999,
0.85,
0.7749999999999999,
0.7,
0.7,
0.7,
0.625,
0.5499999999999999,
0.475,
0.475,
0.4,
0.4,
0.32499999999999996,
0.32499999999999996,
0.32499999999999996,
0.25,
0.25,
0.25,
0.175,
0.175,
0.175,
0.175,
0.175,
0.175,
0.175,
0.175,
0.175,
0... |
[
[
0,
0,
47.619049072265625,
47.619049072265625,
0,
47.619049072265625,
0,
0,
0,
0,
0,
0,
0,
0,
95.23809814453125,
0,
95.23809814453125,
0,
0,
0,
0,
0,
0,
142.85714721679688,
0,
0,
238.09524536132812,
0,
... | train | aaaacjje-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacjje-1 | [
"EPAS1",
"VIM",
"FCN3",
"PGC",
"RHOA",
"PECAM1",
"PDIA3",
"BMPR2",
"CD34",
"RNASE1",
"IL7R",
"HERPUD1",
"FN1",
"LUM",
"ITGAV",
"SFTPC",
"ITGB1",
"CA4",
"BCL2L1",
"RAMP2",
"KRT18",
"STAT1",
"HLA-DRA",
"ATF4",
"YAP1",
"ICAM1",
"ITGA3",
"SPARCL1",
"NKX2-1",
"NU... | [
8,
7,
3,
6,
193,
603,
217,
433,
468,
431,
426,
61,
92,
469,
294,
254,
225,
353,
304,
506,
306,
68,
58,
459,
324,
542,
263,
46,
620,
275,
301,
530,
404,
408,
100,
177,
182,
117,
312,
116,
194,
438,
614,
48,
357,
126,
427,
1... | [
[
0,
1,
1,
1,
0,
1,
1,
1,
1,
0,
1,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.8875,
0.775,
0.6625,
0.6625,
0.6625,
0.55,
0.55,
0.4375,
0.4375,
0.4375,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.2125000... |
[
[
0,
0,
56.17977523803711,
0,
0,
112.35955047607422,
0,
0,
0,
0,
0,
0,
0,
0,
168.53932189941406,
0,
112.35955047607422,
0,
0,
0,
0,
112.35955047607422,
0,
56.17977523803711,
0,
0,
0,
0,
168.5393218994... | train | aaaachfl-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaachfl-1 | [
"HMOX1",
"VIM",
"MARCO",
"HLA-DRA",
"FCER1G",
"CD68",
"CCL18",
"HIF1A",
"PDIA3",
"EHMT1",
"PDIA4",
"ITGAX",
"MS4A7",
"GSR",
"ATF4",
"IDH1",
"C1QC",
"HSPA5",
"PKM",
"HYOU1",
"ITGB1",
"SPCS3",
"STAT1",
"CCL2",
"CD44",
"SOD2",
"RHOA",
"RNASE1",
"SLC1A3",
"MRC1"... | [
8,
7,
3,
6,
266,
603,
362,
263,
211,
102,
71,
258,
426,
184,
427,
305,
383,
247,
46,
276,
66,
272,
438,
273,
306,
532,
542,
72,
100,
526,
468,
469,
513,
379,
531,
23,
400,
442,
48,
55,
594,
444,
456,
410,
303,
193,
472,
60... | [
[
0,
1,
1,
1,
1,
0,
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,... | SPP1+ Macrophages | THD0011 | [
1,
1,
0.85,
0.85,
0.7,
0.7,
0.7,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
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,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
263.15789794921875,
350.877197265625,
0,
0,
0,
0,
0,
0,
87.71929931640625,
0,
0,
0,
0,
87.71929931640625,
0,
0,
0,
87.71929931640625,
0,
0,
... | train | aaaachgd-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaachgd-1 | [
"VIM",
"EPAS1",
"FN1",
"ITGB1",
"PDGFRA",
"SOD2",
"PKM",
"ATF4",
"PECAM1",
"COL1A2",
"CST3",
"ATF3",
"LUM",
"DCN",
"HIST1H1C",
"PPARG",
"UBE2J1",
"CCN2",
"SPARCL1",
"PDGFRB",
"PDIA3",
"STAT6",
"SPCS3",
"CD34",
"SOX4",
"PGC",
"CD44",
"SFTPC",
"SMAD4",
"FAS",
... | [
8,
7,
3,
6,
603,
193,
225,
306,
424,
526,
438,
46,
431,
135,
147,
45,
353,
169,
260,
448,
594,
76,
530,
425,
426,
544,
532,
92,
528,
433,
100,
506,
519,
206,
504,
442,
394,
217,
151,
468,
454,
102,
473,
621,
336,
580,
68,
... | [
[
0,
1,
1,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Fibroblasts | THD0011 | [
1,
0.8875,
0.775,
0.6625,
0.55,
0.4375,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.1,
0.1,
0... |
[
[
0,
0,
150.37594604492188,
75.18797302246094,
0,
75.18797302246094,
0,
150.37594604492188,
0,
0,
0,
0,
0,
0,
150.37594604492188,
0,
0,
75.18797302246094,
0,
0,
0,
0,
0,
0,
0,
75.18797302246094,
150.375946044... | train | aaaacija-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacija-1 | [
"EPAS1",
"FCN3",
"VIM",
"PECAM1",
"IL7R",
"HERPUD1",
"STAT6",
"GNG11",
"HIST1H1C",
"KDR",
"SFTPC",
"RAMP2",
"RHOA",
"EHMT1",
"ICAM1",
"ITGB1",
"BMPR2",
"TOP1",
"ATF4",
"AKR1C1",
"XBP1",
"ACTA2",
"STAT1",
"VEGFA",
"HEY1",
"UBE2J1",
"GSR",
"S100A8",
"HMOX1",
"... | [
8,
7,
3,
6,
193,
217,
603,
431,
294,
254,
544,
238,
260,
312,
506,
459,
468,
184,
275,
306,
61,
580,
46,
26,
619,
14,
542,
602,
257,
594,
247,
480,
266,
197,
194,
151,
147,
135,
618,
198,
293,
620,
301,
551,
310,
357,
362,
... | [
[
0,
1,
1,
1,
1,
1,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
... |
[
[
0,
0,
113.63636016845703,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
227.27272033691406,
0,
0,
0,
0,
0,
0,
113.63636016845703,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
113.636... | train | aaaacjig-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacjig-1 | [
"VIM",
"COL1A2",
"LUM",
"COL3A1",
"CCN2",
"LYZ",
"PDGFRA",
"PTGDS",
"DCN",
"FN1",
"COL1A1",
"HIF1A",
"SOD2",
"CTNNB1",
"SPARCL1",
"XBP1",
"SLC25A4",
"EPAS1",
"ATF4",
"PDIA3",
"YAP1",
"ACTA2",
"KDR",
"HIST1H1C",
"SSR3",
"HLA-DQA1",
"STAT6",
"CCL5",
"TGFB1",
"... | [
8,
7,
3,
6,
603,
135,
353,
136,
76,
357,
424,
454,
169,
225,
134,
258,
526,
151,
530,
619,
515,
193,
46,
426,
620,
14,
312,
260,
541,
261,
544,
75,
556,
266,
346,
212,
97,
369,
100,
425,
296,
275,
594,
55,
519,
590
] | [
[
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
],
[
1,
0... | Fibroblasts | THD0011 | [
1,
0.85,
0.7,
0.7,
0.7,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.... |
[
[
0,
0,
54.054054260253906,
0,
54.054054260253906,
54.054054260253906,
0,
54.054054260253906,
0,
0,
0,
0,
0,
0,
162.16217041015625,
0,
54.054054260253906,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
54.054054260... | train | aaaachep-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaachep-1 | [
"SFTPC",
"SFTPD",
"VIM",
"PGC",
"NAPSA",
"DMBT1",
"LYZ",
"LAMP3",
"MGST1",
"HLA-DRA",
"SFTA2",
"XBP1",
"CD44",
"HIF1A",
"ITGB1",
"SPCS3",
"RHOA",
"HMOX1",
"PDIA3",
"HSPA5",
"ATF4",
"SOD2",
"FN1",
"PRDX4",
"NUTF2",
"CD14",
"PTPRC",
"HYOU1",
"FCGR3A",
"GPR183"... | [
8,
7,
3,
6,
506,
507,
603,
433,
394,
177,
357,
332,
369,
263,
504,
619,
100,
258,
306,
532,
468,
266,
426,
272,
46,
526,
225,
450,
409,
80,
456,
273,
214,
242,
254,
304,
438,
151,
515,
489,
383,
147,
260,
519,
97,
541,
262,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Macrophages | THD0011 | [
1,
0.9,
0.9,
0.8,
0.8,
0.7000000000000001,
0.7000000000000001,
0.6,
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,
0.30000000000... |
[
[
66.22516632080078,
0,
0,
0,
0,
66.22516632080078,
0,
0,
0,
0,
0,
0,
0,
0,
132.45033264160156,
0,
0,
0,
0,
66.22516632080078,
0,
0,
0,
0,
0,
0,
0,
0,
66.22516632080078,
0,
0,
0,
0,
... | train | aaaaciip-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaciip-1 | [
"VIM",
"SPP1",
"LYZ",
"EPAS1",
"CCN2",
"HLA-DRA",
"FN1",
"PDGFRB",
"S100A8",
"COL1A2",
"RHOA",
"FCN3",
"SPARCL1",
"UCHL3",
"CD68",
"ITGB1",
"LUM",
"PDIA4",
"PGC",
"MEG3",
"SOX4",
"SOD2",
"CD44",
"S100A9",
"CSPG4",
"HMOX1",
"PKM",
"PTPRC",
"PECAM1",
"ATF4",
... | [
8,
7,
3,
6,
603,
536,
357,
193,
76,
263,
225,
425,
480,
135,
468,
217,
530,
596,
102,
306,
353,
427,
433,
366,
528,
526,
100,
481,
146,
266,
438,
456,
431,
46,
260,
362,
238,
383,
231,
506,
504,
255,
184,
280,
211,
136,
477,... | [
[
0,
1,
1,
1,
1,
1,
1,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.8875,
0.775,
0.6625,
0.55,
0.55,
0.55,
0.4375,
0.4375,
0.4375,
0.4375,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.2125... |
[
[
0,
0,
103.09278106689453,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
103.09278106689453,
0,
0,
0,
0,
0,
206.18556213378906,
0,
0,
515.4639282226562,
0,
0,
0,
515.4639282226562,
0,
0,
... | train | aaaaagag-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaagag-1 | [
"EPAS1",
"PECAM1",
"CA4",
"BMPR2",
"ITGA3",
"HLA-DRA",
"VIM",
"HIST1H1C",
"HSPA5",
"HLA-DQA1",
"STAT1",
"OAS2",
"IRF1",
"NUCB2",
"PDIA3",
"TTC19",
"KDR",
"BCL2L1",
"HIF1A",
"STAT6",
"PLIN2",
"PDIA6",
"MGST1",
"SMAD4",
"SLC25A37",
"CCN2",
"GCLM",
"FN1",
"FCER1G... | [
8,
7,
3,
6,
193,
431,
68,
61,
301,
263,
603,
260,
272,
261,
542,
410,
296,
408,
426,
590,
312,
58,
258,
544,
442,
428,
369,
519,
514,
76,
231,
225,
211,
473,
469,
147,
409,
528,
513,
306,
357,
328,
594,
278,
50,
304,
14
] | [
[
0,
1,
1,
1,
1,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
[
1... | aCap | THD0011 | [
1,
0.85,
0.7,
0.7,
0.7,
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,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
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,
209.7902069091797,
0,
69.93006896972656,
0,
0,
0,
0,
0,
0,
0,
0,
0,
139.86013793945312,
0,
0,
0,
69.93006896972656,
0,
0,
0,
0,
... | train | aaaaaelk-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaelk-1 | [
"LYZ",
"S100A8",
"VIM",
"S100A12",
"EPAS1",
"S100A9",
"FCN1",
"PECAM1",
"SPP1",
"FCN3",
"RHOA",
"MS4A7",
"ATF4",
"CTNNB1",
"PTPRC",
"IL7R",
"ITGB1",
"SPCS3",
"HYOU1",
"DCN",
"BMPR2",
"PDIA4",
"WWTR1",
"KRT18",
"SEC11C",
"SFTPD",
"DUOX1",
"COL1A2",
"SPCS2",
"... | [
8,
7,
3,
6,
357,
480,
603,
477,
193,
481,
216,
431,
536,
217,
468,
383,
46,
151,
456,
294,
306,
532,
273,
169,
61,
427,
618,
324,
490,
507,
180,
135,
531,
313,
177,
300,
260,
610,
542,
544,
263,
409,
459,
596,
276,
68,
48,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.8714285714285716,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0... |
[
[
0,
0,
0,
72.9926986694336,
0,
0,
72.9926986694336,
0,
0,
0,
0,
0,
0,
0,
72.9926986694336,
0,
72.9926986694336,
0,
72.9926986694336,
0,
0,
0,
0,
72.9926986694336,
72.9926986694336,
0,
72.9926986694336,
0... | train | aaaaagcc-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaagcc-1 | [
"EPAS1",
"PTGDS",
"VIM",
"FN1",
"DCN",
"CCN2",
"LUM",
"CEACAM6",
"SPARCL1",
"PDIA3",
"COL1A2",
"PGC",
"LMAN1",
"PDIA4",
"HSPA5",
"HIST1H1C",
"RTKN2",
"XBP1",
"SFTPD",
"COL1A1",
"RNASE1",
"HIF1A",
"GNG11",
"GKN2",
"GCLM",
"COL3A1",
"CST3",
"FCN3",
"FCER1G",
"... | [
8,
7,
3,
6,
193,
454,
603,
225,
169,
76,
353,
117,
530,
426,
135,
433,
346,
427,
272,
260,
473,
619,
507,
134,
469,
258,
238,
234,
231,
136,
147,
217,
211,
206,
177,
194,
184,
219,
294,
329,
280,
618,
590,
544,
542,
528,
526... | [
[
0,
1,
1,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Fibroblasts | THD0011 | [
1,
0.8875,
0.775,
0.6625,
0.6625,
0.55,
0.55,
0.4375,
0.4375,
0.4375,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000... |
[
[
0,
0,
90.90908813476562,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
272.7272644042969,
0,
90.90908813476562,
0,
0,
0,
0,
0,
0,
0,
0,
0,
90.90908813476562,
0,
0,
0,
0,
0,
0,
0,
0,
0... | train | aaaaagbc-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaagbc-1 | [
"EPAS1",
"HERPUD1",
"PECAM1",
"VIM",
"CD34",
"RHOA",
"CD274",
"FCN3",
"HIST1H1C",
"ATF4",
"CLDN5",
"EGFR",
"HIF1A",
"KRT18",
"PDIA3",
"IL7R",
"ITGB1",
"XBP1",
"SELENOS",
"SSR3",
"SOD2",
"CEACAM6",
"CTNNB1",
"DCN",
"WWTR1",
"EHMT1",
"TGFB1",
"FAS",
"FCER1G",
... | [
8,
7,
3,
6,
193,
254,
431,
603,
92,
468,
89,
217,
260,
46,
126,
182,
258,
324,
426,
294,
306,
619,
494,
541,
526,
117,
151,
169,
618,
184,
556,
206,
211,
225,
238,
420,
522,
261,
263,
293,
620,
296,
504,
328,
357,
400,
405,
... | [
[
0,
1,
1,
1,
1,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.6142857142857143,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.... |
[
[
0,
0,
0,
0,
0,
48.780487060546875,
0,
0,
0,
0,
0,
0,
0,
0,
146.34146118164062,
0,
48.780487060546875,
0,
0,
0,
0,
0,
48.780487060546875,
0,
0,
48.780487060546875,
48.780487060546875,
0,
0,
0,
... | train | aaaaagbb-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaagbb-1 | [
"SOD2",
"VIM",
"FN1",
"COL3A1",
"LUM",
"PDGFRA",
"ITGB1",
"HIF1A",
"CD44",
"EPAS1",
"DCN",
"SPARCL1",
"PKM",
"ICAM1",
"ATF4",
"HLA-DRA",
"XBP1",
"HIST1H1C",
"KRT8",
"LAMP3",
"CST3",
"CTNNB1",
"LYZ",
"STAT1",
"COL1A2",
"EHMT1",
"SPCS3",
"NAPSA",
"GSR",
"SFTA2... | [
8,
7,
3,
6,
526,
603,
225,
136,
353,
424,
306,
258,
100,
193,
169,
530,
438,
275,
46,
263,
619,
260,
328,
332,
147,
151,
357,
542,
135,
184,
532,
394,
247,
504,
404,
272,
620,
426,
266,
390,
602,
468,
76,
206,
163,
254,
177,... | [
[
0,
1,
1,
1,
1,
0,
1,
1,
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,
0,
0,
0,
0,
0,... | Alveolar FBs | THD0011 | [
1,
0.9,
0.8,
0.7000000000000001,
0.6,
0.5,
0.5,
0.5,
0.5,
0.5,
0.5,
0.5,
0.5,
0.4,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
... |
[
[
0,
0,
85.47008514404297,
170.94017028808594,
85.47008514404297,
0,
0,
0,
0,
0,
0,
0,
0,
0,
85.47008514404297,
0,
0,
0,
85.47008514404297,
85.47008514404297,
0,
0,
0,
85.47008514404297,
0,
0,
0,
0,
0... | train | aaaaagbf-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaagbf-1 | [
"RTKN2",
"CEACAM6",
"SFTPD",
"FN1",
"NAPSA",
"KRT18",
"HIST1H1C",
"VEGFA",
"KRT8",
"ICAM1",
"DUOX1",
"EGFR",
"EPCAM",
"CCN2",
"STAT1",
"NKX2-1",
"HIF1A",
"SLC25A4",
"RNASE1",
"UCHL3",
"RHOA",
"XBP1",
"AGER",
"ITGA3",
"WWTR1",
"PDIA3",
"PGC",
"SPCS3",
"HERPUD1"... | [
8,
7,
3,
6,
473,
117,
507,
225,
394,
324,
260,
602,
328,
275,
180,
182,
194,
76,
542,
404,
258,
515,
469,
596,
468,
619,
21,
301,
618,
426,
433,
532,
254,
528,
193,
100,
400,
52,
137,
519,
136,
516,
22,
113,
14,
369,
304,
... | [
[
0,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT1 | THD0011 | [
1,
0.85,
0.85,
0.7,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1... |
[
[
0,
0,
250,
0,
0,
0,
0,
125,
0,
0,
0,
0,
0,
0,
0,
0,
125,
0,
0,
0,
0,
250,
0,
0,
0,
0,
250,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaagam-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaagam-1 | [
"EPAS1",
"FCN3",
"PECAM1",
"IL7R",
"VIM",
"SMAD4",
"RHOA",
"HIST1H1C",
"HLA-DRA",
"YAP1",
"BMPR2",
"BAX",
"PDIA3",
"CD274",
"TGFB1",
"ACTA2",
"DUOX1",
"XBP1",
"GSR",
"HEY1",
"WWTR1",
"UBE2J1",
"HMOX1",
"HSPA5",
"ICAM1",
"IL4R",
"RAMP2",
"PTGDS",
"ITGAV",
"IT... | [
8,
7,
3,
6,
193,
217,
431,
294,
603,
519,
468,
260,
263,
620,
61,
55,
426,
89,
556,
14,
180,
619,
247,
257,
618,
594,
266,
272,
275,
293,
459,
454,
304,
306,
353,
379,
494,
116,
490,
477,
433,
438,
448,
542,
410,
621,
26,
... | [
[
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
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,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
114.9425277709961,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
114.9425277709961,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
114.9425277709961,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaaepn-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaepn-1 | [
"SFTPC",
"EPAS1",
"VIM",
"IL7R",
"HLA-DRA",
"NAPSA",
"PGC",
"FCN3",
"LAMP3",
"CD44",
"SFTPD",
"MGST1",
"RNASE1",
"PECAM1",
"FN1",
"SSR3",
"HERPUD1",
"GDF15",
"GCLM",
"XBP1",
"IDH1",
"EGFR",
"CTNNB1",
"CST3",
"COL1A2",
"UGDH",
"ITGA3",
"S100A9",
"SCGB3A2",
"K... | [
8,
7,
3,
6,
506,
193,
603,
294,
263,
394,
433,
217,
332,
100,
507,
369,
469,
431,
225,
541,
254,
232,
231,
619,
276,
182,
151,
147,
135,
597,
301,
481,
489,
312,
313,
530,
357,
120,
515,
408,
424,
444,
454,
468,
302,
306,
62... | [
[
0,
0,
1,
0,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.85,
0.85,
0.7,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
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,
69.93006896972656,
0,
0,
209.7902069091797,
0,
0,
0,
0,
0,
0,
0,
0,
139.86013793945312,
0,
0,
0,
0,
0,
69.93006896972656,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaaeok-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaeok-1 | [
"VIM",
"FN1",
"LUM",
"EPAS1",
"HLA-DRA",
"LYZ",
"COL1A2",
"COL3A1",
"PPARG",
"FCER1G",
"PDIA3",
"CCN2",
"RHOA",
"PDGFRA",
"HSPA5",
"KRT8",
"AIF1",
"CD68",
"GSR",
"SFTPC",
"LGALS1",
"PDGFRB",
"YAP1",
"S100A8",
"CTNNB1",
"RNASE1",
"ATF4",
"MARCO",
"DCN",
"IDH1... | [
8,
7,
3,
6,
603,
225,
353,
193,
263,
357,
135,
136,
448,
211,
426,
76,
468,
424,
272,
328,
23,
102,
247,
506,
336,
425,
620,
480,
151,
469,
46,
362,
169,
276,
100,
431,
254,
97,
427,
428,
490,
507,
117,
390,
530,
400,
408,
... | [
[
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Fibroblasts | 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,
0,
39.2156867980957,
39.2156867980957,
0,
196.07843017578125,
0,
0,
0,
0,
0,
0,
0,
0,
156.8627471923828,
78.4313735961914,
78.4313735961914,
39.2156867980957,
0,
0,
0,
39.2156867980957,
0,
0,
0,
0,
78.43... | train | aaaaagbn-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaagbn-1 | [
"VIM",
"EPAS1",
"PECAM1",
"FCER1G",
"CST3",
"HLA-DQA1",
"NAPSA",
"RNASE1",
"LYZ",
"AIF1",
"MS4A7",
"SOD2",
"CD52",
"FN1",
"YAP1",
"ATF4",
"RHOA",
"SPCS2",
"HLA-DRA",
"HLA-DQB1",
"FAS",
"PTPRC",
"PDIA4",
"EHMT1",
"PDIA3",
"HAVCR2",
"HERPUD1",
"S100A8",
"S100A9"... | [
8,
7,
3,
6,
603,
193,
431,
211,
147,
261,
394,
469,
357,
23,
383,
526,
101,
225,
620,
46,
468,
531,
263,
262,
206,
456,
427,
184,
426,
253,
254,
480,
481,
247,
324,
306,
68,
97,
264,
300,
102,
303,
519,
116,
117,
507,
473,
... | [
[
0,
1,
1,
1,
1,
0,
1,
0,
1,
0,
1,
0,
1,
1,
1,
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,... | Interstitial Macrophages | THD0011 | [
1,
0.8875,
0.775,
0.6625,
0.55,
0.55,
0.55,
0.55,
0.55,
0.55,
0.55,
0.55,
0.55,
0.4375,
0.4375,
0.4375,
0.4375,
0.4375,
0.4375,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.21250000000000002,
0.21250000... |
[
[
0,
0,
206.18556213378906,
103.09278106689453,
0,
103.09278106689453,
0,
0,
0,
0,
0,
0,
0,
0,
206.18556213378906,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
103.09278106689453,
0,
0,
0,
0,
0,
0... | train | aaaaaenp-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaenp-1 | [
"VIM",
"EPAS1",
"PECAM1",
"SPARCL1",
"FCN3",
"LUM",
"RHOA",
"ATF4",
"SPCS3",
"FN1",
"ACTA2",
"PDIA4",
"FCER1G",
"DCN",
"COL1A2",
"S100A8",
"CCN2",
"LYZ",
"WWTR1",
"PLIN2",
"EHMT1",
"CD34",
"CST3",
"RNASE1",
"SLC25A37",
"CTNNB1",
"PTGDS",
"ERLEC1",
"EPCAM",
"... | [
8,
7,
3,
6,
603,
193,
431,
530,
217,
353,
468,
46,
532,
225,
14,
427,
211,
169,
135,
480,
76,
357,
618,
442,
184,
92,
147,
469,
514,
151,
454,
197,
194,
426,
214,
409,
224,
400,
231,
390,
360,
358,
276,
280,
312,
428,
537,
... | [
[
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.85,
0.7,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
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,
109.89010620117188,
0,
0,
0,
0,
0,
0,
0,
109.89010620117188,
0,
0,
109.89010620117188,
0,
0,
0,
0,
0,
0,
329.6703186035156,
0,
... | train | aaaaafpp-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaafpp-1 | [
"EPAS1",
"PECAM1",
"VIM",
"KDR",
"SOD2",
"FN1",
"CCL2",
"CST3",
"UBE2J1",
"GNG11",
"CTNNB1",
"RNASE1",
"CCN2",
"CD44",
"ITGB1",
"SLC25A37",
"RHOA",
"CD8A",
"CD86",
"CD68",
"CXCR4",
"POSTN",
"PKM",
"SLC1A3",
"PDIA6",
"NUCB2",
"FABP4",
"KRT18",
"KRT6A",
"IFIT1... | [
8,
7,
3,
6,
193,
431,
603,
312,
526,
225,
72,
147,
594,
238,
151,
469,
76,
100,
306,
514,
468,
110,
109,
102,
163,
446,
438,
513,
428,
408,
202,
324,
326,
278,
276,
263,
260,
366,
369,
254,
252,
379,
242,
221,
220,
219,
191,... | [
[
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.775,
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,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
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,
222.22222900390625,
0,
0,
0,
37.03703689575195,
0,
0,
0,
0,
74.0740737915039,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaajfb-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaajfb-1 | [
"SFTPC",
"SFTPD",
"DMBT1",
"PGC",
"CD44",
"NAPSA",
"YAP1",
"DUOX1",
"PKM",
"ATF4",
"MGST1",
"PDIA3",
"VIM",
"NKX2-1",
"RHOA",
"PDIA6",
"HIST1H1C",
"ITGB1",
"IDH1",
"S100A9",
"LAMP3",
"HYOU1",
"GKN2",
"SELENOS",
"CDH26",
"PRDX4",
"EPAS1",
"SPCS3",
"MYDGF",
"S... | [
8,
7,
3,
6,
506,
507,
177,
433,
100,
394,
620,
180,
438,
46,
369,
426,
603,
404,
468,
428,
260,
306,
276,
481,
332,
273,
234,
494,
113,
450,
193,
532,
390,
541,
544,
263,
272,
519,
346,
619,
301,
58,
225,
102,
247,
515,
504,... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9249999999999999,
0.85,
0.7749999999999999,
0.7,
0.625,
0.5499999999999999,
0.475,
0.475,
0.475,
0.4,
0.4,
0.4,
0.4,
0.4,
0.32499999999999996,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.175,
0.175,
0.175,
0.175,
0.175,
0.175,
0.175,
0.175,
0.175,
0.175,
... |
[
[
0,
0,
76.33587646484375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
76.33587646484375,
458.0152587890625,
0,
76.33587646484375,
0,
0,
76.33587646484375,
0,
0,
0,
229.00762939453125,
0,
0,
76.33587646484375,
0,
0... | train | aaaaciio-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaciio-1 | [
"EPAS1",
"VIM",
"PDIA3",
"ATF4",
"SFTPC",
"PGC",
"SPARCL1",
"LUM",
"SFTPD",
"COL1A2",
"MEG3",
"BCL2L1",
"STAT6",
"XBP1",
"CTNNB1",
"RNASE1",
"SFTA2",
"HES1",
"CCN2",
"HYOU1",
"MGST1",
"LAMP3",
"SOD2",
"WWTR1",
"PDGFRB",
"DMBT1",
"NAPSA",
"FN1",
"KRT18",
"HLA... | [
8,
7,
3,
6,
193,
603,
426,
46,
506,
433,
530,
353,
507,
135,
366,
58,
544,
619,
151,
469,
504,
255,
76,
273,
369,
332,
526,
618,
425,
177,
394,
225,
324,
263,
184,
182,
528,
258,
454,
102,
404,
401,
400,
120,
494,
490,
489,
... | [
[
0,
1,
1,
0,
1,
0,
1,
0,
1,
1,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Alveolar FBs | THD0011 | [
1,
0.85,
0.7,
0.7,
0.7,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
0,
0,
0,
133.3333282470703,
0,
0,
0,
88.88888549804688,
0,
0,
0,
0,
88.88888549804688,
0,
88.88888549804688,
44.44444274902344,
0,
0,
0,
44.44444274902344,
0,
44.44444274902344,
0,
0,
0,
0,
0,... | train | aaaachfi-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaachfi-1 | [
"VIM",
"HMOX1",
"CCL2",
"CD68",
"MARCO",
"FCER1G",
"HLA-DRA",
"ICAM1",
"PDIA6",
"PDIA3",
"HSPA5",
"IDH1",
"RHOA",
"CD44",
"MS4A7",
"ITGB1",
"MRC1",
"PLIN2",
"MANF",
"PDIA4",
"AIF1",
"HAVCR2",
"PPARG",
"SPP1",
"S100A9",
"ANKRD28",
"CCL18",
"HIF1A",
"MGST1",
"... | [
8,
7,
3,
6,
603,
266,
72,
102,
362,
211,
263,
275,
428,
426,
272,
276,
468,
100,
383,
306,
379,
442,
360,
427,
23,
253,
448,
536,
481,
31,
71,
258,
369,
193,
594,
544,
438,
48,
247,
46,
151,
389,
490,
242,
469,
97,
473,
48... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SPP1+ Macrophages | THD0011 | [
1,
0.9181818181818181,
0.8363636363636363,
0.7545454545454545,
0.6727272727272727,
0.5909090909090909,
0.5909090909090909,
0.509090909090909,
0.509090909090909,
0.509090909090909,
0.42727272727272725,
0.42727272727272725,
0.42727272727272725,
0.34545454545454546,
0.34545454545454546,
0... |
[
[
0,
0,
116.27906799316406,
0,
0,
0,
0,
0,
0,
232.55813598632812,
0,
0,
0,
0,
0,
0,
0,
0,
116.27906799316406,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaafol-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaafol-1 | [
"SFTPC",
"VIM",
"PGC",
"CD44",
"SFTPD",
"LAMP3",
"DMBT1",
"HLA-DRA",
"PDIA3",
"PDGFRA",
"DCN",
"RHOA",
"MEG3",
"COL3A1",
"ANKRD28",
"COL1A2",
"CST3",
"COL1A1",
"SFTA2",
"SMAD4",
"PECAM1",
"PDIA6",
"CREB3L4",
"PDIA4",
"ZEB1",
"EPCAM",
"ITGB6",
"ITGB1",
"YAP1",
... | [
8,
7,
3,
6,
506,
603,
433,
100,
507,
332,
177,
263,
426,
424,
169,
468,
366,
136,
31,
135,
147,
134,
504,
519,
431,
428,
143,
427,
621,
194,
308,
306,
620,
326,
341,
264,
357,
193,
260,
242,
225,
219,
217,
206,
420,
530,
254... | [
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Alveolar FBs | THD0011 | [
1,
1,
0.82,
0.64,
0.64,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
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,
74.0740737915039,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
148.1481475830078,
0,
0,
0,
0,
0,
0,
0,
0,
74.0740737915039,
0,
0,
0,
0,
0,
0,
0,
0,
74.0740737915039,
0,
0,
0,
... | train | aaaaagbk-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaagbk-1 | [
"PGC",
"NAPSA",
"SFTPD",
"DMBT1",
"LAMP3",
"NKX2-1",
"ICAM1",
"KRT8",
"ITGB1",
"XBP1",
"MGST1",
"HLA-DRA",
"HIST1H1C",
"VIM",
"SOD2",
"HMOX1",
"IFIT3",
"HYOU1",
"HSPA5",
"NUTF2",
"TOP1",
"RHOA",
"CD44",
"SFTA2",
"CTNNB1",
"PDIA4",
"CFTR",
"ATF4",
"PLIN2",
"A... | [
8,
7,
3,
6,
433,
394,
507,
177,
332,
404,
275,
328,
306,
619,
369,
263,
260,
603,
526,
266,
280,
273,
272,
409,
580,
468,
100,
504,
151,
427,
120,
46,
442,
14,
304,
390,
515,
180,
431,
301,
296,
600,
349,
531,
532,
535,
620,... | [
[
0,
1,
1,
1,
1,
1,
0,
1,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.8714285714285716,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.6142857142857143,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
... |
[
[
0,
0,
0,
0,
0,
97.0873794555664,
0,
0,
0,
0,
0,
0,
0,
0,
194.1747589111328,
48.5436897277832,
48.5436897277832,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
48.5436897277832,
0,
0,
0,
0,
194... | train | aaaaaepo-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaepo-1 | [
"VIM",
"PDIA3",
"FCER1G",
"HLA-DRA",
"SPP1",
"MRC1",
"LYZ",
"IDH1",
"PDIA4",
"CD44",
"ICAM1",
"HYOU1",
"HIF1A",
"CCL2",
"TGFB1",
"ATF4",
"HMOX1",
"HSPA5",
"SLC1A3",
"CD68",
"HLA-DQA1",
"HERPUD1",
"PKM",
"XBP1",
"RHOA",
"CTNNB1",
"CST3",
"PLIN2",
"RNASE1",
"I... | [
8,
7,
3,
6,
603,
426,
211,
263,
536,
379,
357,
276,
427,
100,
275,
273,
258,
72,
556,
46,
266,
272,
513,
102,
261,
254,
438,
619,
468,
151,
147,
442,
469,
294,
390,
362,
306,
305,
23,
360,
116,
336,
481,
146,
214,
410,
171,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
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,... | SPP1+ Macrophages | THD0011 | [
1,
0.9,
0.8,
0.8,
0.7000000000000001,
0.6,
0.6,
0.6,
0.5,
0.5,
0.5,
0.5,
0.5,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0... |
[
[
0,
0,
229.8850555419922,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
114.9425277709961,
0,
0,
0,
114.9425277709961,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
459... | train | aaaachfo-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaachfo-1 | [
"VIM",
"FN1",
"LUM",
"PGC",
"CCN2",
"PDIA6",
"HMOX1",
"PTGDS",
"HERPUD1",
"SPARCL1",
"NAPSA",
"COL1A2",
"ITGB1",
"COL3A1",
"ACTA2",
"PDGFRA",
"YAP1",
"PDIA4",
"SSR3",
"PPARG",
"SNCA",
"GKN2",
"CD44",
"CD68",
"CST3",
"SFTPD",
"SFTPC",
"SELENOS",
"EPAS1",
"COL... | [
8,
7,
3,
6,
603,
225,
353,
433,
76,
428,
266,
454,
254,
530,
394,
135,
306,
136,
14,
424,
620,
427,
541,
448,
524,
234,
100,
102,
147,
507,
506,
494,
193,
134,
409,
473,
468,
169,
178,
324,
46,
272,
263,
51
] | [
[
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
[
1,
0,
1,
0... | Fibroblasts | THD0011 | [
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,
0.25,
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,
60.240962982177734,
60.240962982177734,
0,
0,
0,
60.240962982177734,
0,
0,
0,
0,
0,
60.240962982177734,
120.48192596435547,
0,
0,
0,
180.72288513183594,
0,
0,
60.240962982177734,
0,
60.240962982177734,
60.240... | train | aaaaaepd-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaepd-1 | [
"VIM",
"FN1",
"LUM",
"CCN2",
"PTGDS",
"PDGFRA",
"STAT6",
"COL1A2",
"EPAS1",
"DCN",
"ITGB1",
"COL3A1",
"SPARCL1",
"AXIN2",
"SOD2",
"XBP1",
"ITGAV",
"WWTR1",
"PPARG",
"FAP",
"FAS",
"BMPR2",
"HSPA5",
"NKX2-1",
"HIF1A",
"ATF4",
"NUCB2",
"LPAR1",
"SOX9",
"CD68",
... | [
8,
7,
3,
6,
603,
225,
353,
76,
454,
424,
544,
135,
193,
169,
306,
136,
530,
51,
526,
619,
304,
618,
448,
205,
206,
61,
272,
404,
258,
46,
408,
348,
529,
102,
369,
260,
522,
519,
117,
143,
480,
151,
280,
254,
394,
336,
438,
... | [
[
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,
0.9099999999999999,
0.82,
0.73,
0.64,
0.5499999999999999,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.37,
0.37,
0.28,
0.28,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.1,
0.1,
0... |
[
[
0,
0,
37.59398651123047,
0,
37.59398651123047,
0,
0,
0,
0,
75.18797302246094,
0,
0,
0,
0,
112.7819595336914,
0,
0,
0,
37.59398651123047,
0,
0,
37.59398651123047,
0,
0,
37.59398651123047,
0,
0,
0,
0,... | train | aaaahcfh-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaahcfh-1 | [
"PGC",
"SFTPD",
"SFTPC",
"DMBT1",
"NAPSA",
"MGST1",
"LAMP3",
"RHOA",
"CD44",
"DUOX1",
"HLA-DRA",
"PDIA4",
"HYOU1",
"HSPA5",
"SOD2",
"PDIA3",
"CFTR",
"SFTA2",
"ITGA3",
"PDIA6",
"RNASE1",
"YAP1",
"XBP1",
"SLC25A4",
"ATF4",
"SPCS2",
"EPAS1",
"CEACAM5",
"COL3A1",
... | [
8,
7,
3,
6,
433,
507,
506,
177,
394,
369,
332,
468,
100,
180,
263,
427,
273,
272,
526,
426,
120,
504,
301,
428,
469,
620,
619,
515,
46,
531,
193,
116,
136,
490,
390,
254,
408,
306,
178,
603,
197,
182,
31,
260,
258,
262,
478,... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
1,
1,
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,... | AT2 | THD0011 | [
1,
0.9307692307692308,
0.8615384615384616,
0.8615384615384616,
0.7923076923076923,
0.7230769230769231,
0.6538461538461539,
0.5846153846153846,
0.5153846153846154,
0.4461538461538461,
0.4461538461538461,
0.3769230769230769,
0.3769230769230769,
0.3769230769230769,
0.3769230769230769,
0.3... |
[
[
0,
0,
51.28205108642578,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
102.56410217285156,
307.69232177734375,
0,
0,
0,
102.56410217285156,
0,
51.28205108642578,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaahcfi-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaahcfi-1 | [
"PGC",
"SFTPC",
"SFTPD",
"DMBT1",
"NAPSA",
"CD44",
"XBP1",
"ATF4",
"NKX2-1",
"LAMP3",
"SFTA2",
"HYOU1",
"DUOX1",
"HSPA5",
"GKN2",
"CFTR",
"MGST1",
"RHOA",
"ITGB6",
"PDIA3",
"PDIA4",
"SSR3",
"DNAJB9",
"HIST1H1C",
"ITGA3",
"HMOX1",
"WFDC2",
"PKM",
"AXIN2",
"CS... | [
8,
7,
3,
6,
433,
506,
507,
177,
394,
100,
619,
46,
404,
332,
504,
273,
180,
272,
234,
120,
369,
468,
308,
426,
427,
541,
178,
260,
301,
266,
610,
438,
51,
147,
45,
328,
353,
306,
390,
454,
456,
193,
514,
481,
405,
182,
409,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9181818181818181,
0.8363636363636363,
0.7545454545454545,
0.6727272727272727,
0.6727272727272727,
0.5909090909090909,
0.509090909090909,
0.509090909090909,
0.509090909090909,
0.42727272727272725,
0.34545454545454546,
0.34545454545454546,
0.26363636363636367,
0.26363636363636367,
0... |
[
[
0,
0,
108.6956558227539,
0,
0,
0,
0,
217.3913116455078,
0,
0,
0,
0,
0,
0,
108.6956558227539,
0,
0,
0,
0,
0,
0,
0,
0,
217.3913116455078,
0,
0,
326.08697509765625,
0,
0,
0,
108.6956558227539,
... | train | aaaaciod-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaciod-1 | [
"EPAS1",
"FCN3",
"PECAM1",
"RHOA",
"SPARCL1",
"KDR",
"VIM",
"BMPR2",
"AKR1C1",
"SPCS3",
"PKM",
"EHMT1",
"BCL2L1",
"ITGB1",
"HIST1H1C",
"HEY1",
"SMAD4",
"HERPUD1",
"SSR3",
"MEG3",
"GNG11",
"FGF10",
"CLDN5",
"S100A9",
"LUM",
"CRELD2",
"RNASE1",
"CST3",
"CTNNB1",... | [
8,
7,
3,
6,
193,
217,
431,
468,
530,
312,
603,
61,
26,
532,
438,
184,
58,
306,
260,
257,
519,
254,
541,
366,
238,
219,
126,
481,
353,
144,
469,
147,
151,
459,
169,
442,
426,
225,
266,
294,
46,
619,
14,
618,
594,
296,
279,
... | [
[
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
... | gCap | THD0011 | [
1,
0.85,
0.7,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
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,
270.270263671875,
0,
0,
0,
0,
0,
90.090087890625,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
90.090087890625,
0,
0,
90.09008... | train | aaaaciog-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaciog-1 | [
"VIM",
"FN1",
"EPAS1",
"DMBT1",
"RHOA",
"CD44",
"CST3",
"ATF4",
"CTNNB1",
"MRC1",
"HLA-DRA",
"PKM",
"LUM",
"ITGB1",
"PECAM1",
"LYZ",
"SFTPC",
"HSPA5",
"PDIA3",
"RNASE1",
"YAP1",
"HMOX1",
"SNAI2",
"SPCS3",
"MARCO",
"SPP1",
"HEY1",
"HAVCR2",
"FCN3",
"SLC25A37"... | [
8,
7,
3,
6,
603,
225,
193,
177,
468,
100,
147,
46,
151,
379,
263,
438,
353,
306,
431,
357,
506,
272,
426,
469,
620,
266,
523,
532,
362,
536,
257,
253,
217,
514,
507,
136,
408,
409,
456,
448,
446,
197,
194,
238,
80,
294,
54,
... | [
[
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.85,
0.7,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
112.35955047607422,
0,
0,
0,
0,
0,
112.35955047607422,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
112.35955047607422,
... | train | aaaaciok-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaciok-1 | [
"VIM",
"PECAM1",
"EPAS1",
"PTPRC",
"CD44",
"HLA-DRA",
"RHOA",
"FCER1G",
"FGFBP2",
"GNLY",
"HERPUD1",
"LYZ",
"UCHL3",
"SPARCL1",
"SPCS3",
"CD3E",
"CXCR4",
"ITGB1",
"PDIA3",
"HIST1H1C",
"MAL",
"CD3D",
"SPCS2",
"IL7R",
"FN1",
"CD68",
"GZMA",
"NAPSA",
"NKG7",
"F... | [
8,
7,
3,
6,
603,
431,
193,
456,
100,
263,
468,
211,
222,
239,
254,
357,
596,
530,
532,
95,
163,
306,
426,
260,
358,
94,
531,
294,
225,
102,
248,
394,
403,
217,
214,
410,
169,
171,
101,
264,
526,
266,
14,
27,
300,
620,
75,
... | [
[
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | NK cells | THD0011 | [
1,
0.85,
0.7,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
173.9130401611328,
86.9565200805664,
0,
0,
86.9565200805664,
0,
86.9565200805664,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
86.9565200805664,
86.9565200805664,
0,
86.9565200805664,
0,
0,
173.9130401611328,
0,
0,
... | train | aaaaciol-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaciol-1 | [
"EPAS1",
"HIST1H1C",
"MS4A7",
"PECAM1",
"SPARCL1",
"IL7R",
"PDGFRA",
"HLA-DRA",
"FN1",
"CCN2",
"VIM",
"UBE2J1",
"UGDH",
"BCL2L11",
"EHMT1",
"PLVAP",
"NAPSA",
"PDIA3",
"PKM",
"RNASE1",
"FCER1G",
"ACKR1",
"DCN",
"LUM",
"PTPRC",
"HSPA5",
"ITGA3",
"LAMP3",
"HMOX1"... | [
8,
7,
3,
6,
193,
260,
383,
431,
530,
294,
424,
263,
225,
76,
603,
594,
597,
59,
184,
445,
394,
426,
438,
469,
211,
13,
169,
353,
456,
272,
301,
332,
266,
194,
262,
258,
163,
214,
206,
202,
149,
254,
400,
379,
619,
590,
585,
... | [
[
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Venous | THD0011 | [
1,
0.82,
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,
0.28,
0.28,
0.28,
0.1,
0.1,
... |
[
[
0,
0,
33.6700325012207,
0,
0,
67.3400650024414,
0,
0,
0,
0,
0,
67.3400650024414,
0,
0,
235.6902313232422,
0,
0,
33.6700325012207,
33.6700325012207,
0,
0,
0,
0,
101.01010131835938,
0,
0,
202.02020263671875,
... | train | aaaaciom-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaciom-1 | [
"EPAS1",
"SFTPC",
"VIM",
"PGC",
"PECAM1",
"CD44",
"SFTPD",
"HIST1H1C",
"LAMP3",
"CTNNB1",
"ATF4",
"RHOA",
"BMPR2",
"HERPUD1",
"PDIA3",
"FCN3",
"NAPSA",
"MGST1",
"ITGB1",
"KDR",
"HLA-DRA",
"WWTR1",
"YAP1",
"PTGDS",
"DCN",
"LUM",
"SFTA2",
"SLC25A4",
"SMAD4",
"... | [
8,
7,
3,
6,
193,
506,
603,
433,
431,
100,
507,
260,
332,
151,
46,
468,
61,
254,
426,
217,
394,
369,
306,
312,
263,
618,
620,
454,
169,
353,
504,
515,
519,
225,
532,
294,
590,
58,
68,
384,
135,
489,
275,
147,
526,
23,
324,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
1,
0,
1,
1,
0,
0,
1,
1,
0,
0,
0,
0,
0,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.9307692307692308,
0.8615384615384616,
0.7923076923076923,
0.7230769230769231,
0.6538461538461539,
0.5846153846153846,
0.5846153846153846,
0.5153846153846154,
0.5153846153846154,
0.5153846153846154,
0.4461538461538461,
0.4461538461538461,
0.4461538461538461,
0.4461538461538461,
0.3... |
[
[
0,
0,
0,
0,
0,
145.9853973388672,
0,
0,
0,
72.9926986694336,
0,
0,
0,
0,
145.9853973388672,
0,
0,
72.9926986694336,
0,
0,
0,
0,
0,
72.9926986694336,
0,
0,
145.9853973388672,
0,
0,
0,
0,
... | train | aaaacion-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacion-1 | [
"EPAS1",
"SFTPC",
"PGC",
"VIM",
"HLA-DRA",
"MGST1",
"NAPSA",
"SFTPD",
"IL7R",
"KRT18",
"HIST1H1C",
"LAMP3",
"IDH1",
"HERPUD1",
"CD44",
"PLIN2",
"FCER1G",
"BMPR2",
"SFTA2",
"AIF1",
"PECAM1",
"CST3",
"ITGB1",
"ATF4",
"PDIA4",
"SCGB3A2",
"NHSL2",
"HLA-DQA1",
"SPC... | [
8,
7,
3,
6,
193,
506,
433,
603,
263,
369,
394,
507,
294,
324,
260,
332,
276,
254,
100,
442,
211,
61,
504,
23,
431,
147,
306,
46,
427,
489,
401,
261,
532,
530,
258,
456,
400,
473,
404,
481,
134,
383,
468,
151,
514,
217,
502,
... | [
[
0,
1,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
... |
[
[
0,
0,
92.59259033203125,
0,
0,
277.77777099609375,
0,
0,
0,
0,
0,
0,
0,
0,
92.59259033203125,
0,
0,
0,
0,
92.59259033203125,
0,
0,
0,
0,
0,
0,
92.59259033203125,
0,
92.59259033203125,
0,
0,
... | train | aaaacioo-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacioo-1 | [
"CD44",
"MS4A7",
"PGC",
"LYZ",
"VIM",
"CD68",
"EPAS1",
"PECAM1",
"PKM",
"HLA-DRA",
"SFTPC",
"FCER1G",
"SOD2",
"AIF1",
"HIF1A",
"SCGB3A2",
"ITGB1",
"CST3",
"LAMP3",
"SFTPD",
"FN1",
"STAT6",
"XBP1",
"HERPUD1",
"GSR",
"GKN2",
"EHMT1",
"FCN1",
"DMBT1",
"FCGR3A",... | [
8,
7,
3,
6,
100,
383,
433,
357,
603,
102,
193,
431,
438,
263,
506,
211,
526,
23,
258,
489,
306,
147,
332,
507,
225,
544,
619,
254,
247,
234,
184,
216,
177,
214,
178,
206,
142,
217,
294,
276,
597,
541,
531,
530,
515,
481,
260... | [
[
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,... | Macrophages | THD0011 | [
1,
1,
0.82,
0.64,
0.64,
0.64,
0.64,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
178.57142639160156,
0,
0,
89.28571319580078,
0,
0,
0,
0,
0,
0,
0,
0,
0,
89.28571319580078,
89.28571319580078,
0,
89.28571319580078,
178.57142639160156,
0,
0,
0,
178.57142639160156,
0,
0,
178.571426391... | train | aaaaciop-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaciop-1 | [
"EPAS1",
"ITGB1",
"SPARCL1",
"COL1A2",
"PDGFRB",
"VIM",
"XBP1",
"MGST1",
"PECAM1",
"CCN2",
"CST3",
"ITGAV",
"FN1",
"YAP1",
"BMPR2",
"LUM",
"SMAD4",
"LYZ",
"MS4A7",
"BCL2L1",
"HSPA5",
"AXL",
"ACTA2",
"CTNNB1",
"RHOA",
"FCER1G",
"CSPG4",
"GCLM",
"CD34",
"CD3E"... | [
8,
7,
3,
6,
193,
306,
530,
135,
425,
603,
619,
369,
431,
76,
147,
304,
225,
620,
61,
353,
519,
357,
383,
58,
272,
52,
14,
151,
468,
211,
146,
231,
92,
95,
427,
426,
531,
454,
214,
258,
255,
523,
217,
514,
507,
411,
134,
54... | [
[
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Fibroblasts | THD0011 | [
1,
0.82,
0.82,
0.64,
0.64,
0.64,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
... |
[
[
0,
0,
75.75757598876953,
151.51515197753906,
0,
75.75757598876953,
0,
75.75757598876953,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
75.75757598876953,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
75.75757598876953,
... | train | aaaackmh-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaackmh-1 | [
"EPAS1",
"RHOA",
"FCN3",
"VIM",
"PDIA3",
"PECAM1",
"CTNNB1",
"SPARCL1",
"HEY1",
"ICAM1",
"RNASE1",
"IL4R",
"PKM",
"HSPA5",
"PGC",
"WWTR1",
"HIST1H1C",
"NAPSA",
"TTC19",
"SFTPD",
"CCN2",
"PDIA4",
"ITGA3",
"AGER",
"KRT18",
"COL3A1",
"ITGB1",
"CEACAM6",
"EHMT1",
... | [
8,
7,
3,
6,
193,
468,
217,
603,
426,
431,
151,
530,
257,
275,
469,
293,
438,
272,
433,
618,
260,
394,
590,
507,
76,
427,
301,
21,
324,
136,
306,
117,
184,
515,
522,
254,
425,
506,
494,
144,
231,
147,
225,
473,
404,
194,
459,... | [
[
0,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.85,
0.85,
0.85,
0.7,
0.7,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
123.456787109375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
246.91357421875,
0,
0,
61.7283935546875,
0,
0,
0,
123.456787109375,
61.7283935546875,
123.456787109375,
0,
0,
123.456787109375,
0,
0,
0,
... | train | aaaacknc-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacknc-1 | [
"VIM",
"EPAS1",
"SPARCL1",
"LUM",
"FN1",
"HIST1H1C",
"PTPRC",
"ATF4",
"RHOA",
"CD44",
"STAT1",
"SFTPD",
"CD8A",
"HERPUD1",
"DCN",
"CXCR4",
"BMPR2",
"CTNNB1",
"PTGDS",
"PIM2",
"PGC",
"CCL5",
"CCL2",
"PDIA6",
"SAA2",
"IL7R",
"BCL2L1",
"TRAC",
"XBP1",
"ACTA2",
... | [
8,
7,
3,
6,
603,
193,
530,
353,
225,
260,
456,
46,
468,
100,
542,
507,
110,
254,
169,
163,
61,
151,
454,
437,
433,
75,
72,
428,
483,
294,
58,
585,
619,
14,
400,
272,
55,
369,
306,
357,
394,
263,
170,
296,
489,
180,
147,
50... | [
[
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,
0,
0,
0,
0,
0,
0,
0,... | T-cells | THD0011 | [
1,
0.85,
0.7,
0.7,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0... |
[
[
0,
0,
53.191490173339844,
106.38298034667969,
0,
265.95745849609375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
53.191490173339844,
53.191490173339844,
0,
0,
0,
0,
0,
0,
106.38298034667969,
0,
0,
0,
0,
53.191490173... | train | aaaackom-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaackom-1 | [
"VIM",
"EPAS1",
"LYZ",
"RHOA",
"HMOX1",
"AIF1",
"EREG",
"MS4A7",
"FN1",
"FCN1",
"FCER1G",
"RNASE1",
"CD44",
"CTNNB1",
"PTPRC",
"PKM",
"CD14",
"HLA-DRA",
"IDH1",
"PTGDS",
"CCL2",
"IL7R",
"TOP1",
"HERPUD1",
"SSR3",
"SOD2",
"HIF1A",
"SFTPD",
"MRC1",
"SPARCL1",
... | [
8,
7,
3,
6,
603,
193,
357,
468,
266,
23,
196,
383,
225,
216,
211,
469,
100,
151,
456,
438,
80,
263,
276,
454,
72,
294,
580,
254,
541,
526,
258,
507,
379,
530,
184,
544,
68,
409,
442,
21,
431,
58,
514,
506,
264,
618,
494,
2... | [
[
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,... | Interstitial Macrophages | THD0011 | [
1,
0.9,
0.8,
0.7000000000000001,
0.6,
0.5,
0.5,
0.4,
0.4,
0.4,
0.4,
0.4,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.3000000000... |
[
[
0,
0,
0,
194.1747589111328,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
194.1747589111328,
0,
97.0873794555664,
0,
194.1747589111328,
0,
0,
0,
0,
0,
0,
0,
97.0873794555664,
0,
0,
0,
97.0873794555664,
... | train | aaaacild-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacild-1 | [
"EPAS1",
"RTKN2",
"SFTPD",
"VIM",
"ICAM1",
"NKX2-1",
"PDIA3",
"RHOA",
"ITGB6",
"FN1",
"DUOX1",
"MSLN",
"EGFR",
"PGC",
"SPCS3",
"LUM",
"HMOX1",
"LAMP3",
"HERPUD1",
"ATF4",
"ITGA3",
"WWTR1",
"AXIN2",
"AGER",
"VEGFA",
"SPCS2",
"SPARCL1",
"HES1",
"EPCAM",
"RACGA... | [
8,
7,
3,
6,
193,
473,
507,
603,
275,
404,
426,
468,
308,
225,
180,
384,
182,
433,
532,
353,
266,
332,
254,
46,
301,
618,
51,
21,
602,
531,
530,
255,
194,
457,
519,
369,
514,
169,
504,
613,
469,
394,
135,
147,
541,
324,
68,
... | [
[
0,
0,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT1 | THD0011 | [
1,
0.82,
0.64,
0.64,
0.64,
0.64,
0.64,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1... |
[
[
0,
0,
52.6315803527832,
52.6315803527832,
0,
157.89474487304688,
0,
0,
0,
0,
0,
0,
0,
0,
157.89474487304688,
0,
52.6315803527832,
0,
0,
0,
0,
0,
0,
52.6315803527832,
0,
0,
52.6315803527832,
0,
0,
... | train | aaaacidc-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacidc-1 | [
"PGC",
"SFTPC",
"SFTPD",
"CCN2",
"MGST1",
"DMBT1",
"SPP1",
"VIM",
"LUM",
"RHOA",
"SPARCL1",
"HIST1H1C",
"LYZ",
"TOP1",
"DUOX1",
"HLA-DRA",
"XBP1",
"WWTR1",
"ATF4",
"EPAS1",
"PPARG",
"LAMP3",
"NAPSA",
"CD44",
"AIF1",
"CD14",
"ITGB1",
"SSR3",
"VEGFA",
"GKN2",
... | [
8,
7,
3,
6,
433,
506,
507,
76,
369,
177,
536,
603,
353,
468,
530,
260,
357,
580,
180,
263,
619,
618,
46,
193,
448,
332,
394,
100,
23,
80,
306,
541,
602,
234,
424,
473,
469,
532,
531,
454,
301,
305,
146,
261,
523,
211,
519,
... | [
[
0,
1,
1,
1,
1,
1,
0,
1,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Alveolar FBs | THD0011 | [
1,
0.9099999999999999,
0.82,
0.73,
0.64,
0.64,
0.5499999999999999,
0.5499999999999999,
0.45999999999999996,
0.37,
0.37,
0.37,
0.37,
0.37,
0.37,
0.37,
0.37,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
0.19,
... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
55.86592102050781,
0,
0,
0,
0,
0,
111.73184204101562,
0,
0,
0,
111.73184204101562,
0,
55.86592102050781,
0,
111.73184204101562,
0,
0,
0,
55.86592102050781,
0,
0,
0,
1... | train | aaaachjp-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaachjp-1 | [
"VIM",
"EPAS1",
"FN1",
"SOD2",
"TPSAB1",
"PTGDS",
"CD44",
"PECAM1",
"COL1A2",
"RHOA",
"HERPUD1",
"YAP1",
"DMBT1",
"FCN3",
"CPA3",
"SFTPC",
"DCN",
"CCN2",
"PDGFRA",
"HIST1H1C",
"ITGB1",
"PDIA4",
"HLA-DRA",
"MGST1",
"ICAM1",
"COL1A1",
"IDH1",
"LPAR1",
"SFTPD",
... | [
8,
7,
3,
6,
603,
193,
225,
526,
584,
454,
100,
431,
135,
468,
254,
620,
177,
217,
142,
506,
169,
76,
424,
260,
306,
427,
263,
369,
275,
134,
276,
348,
507,
519,
182,
294,
324,
57,
619,
46,
68,
596,
51,
72,
448,
190,
184,
5... | [
[
0,
1,
1,
1,
0,
1,
1,
0,
1,
1,
0,
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,... | Mast | THD0011 | [
1,
0.8714285714285716,
0.8714285714285716,
0.7428571428571429,
0.7428571428571429,
0.6142857142857143,
0.6142857142857143,
0.6142857142857143,
0.6142857142857143,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
... |
[
[
0,
0,
98.03921508789062,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
98.03921508789062,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
196.07843017578125,
0,
0,
0,
98.03921508789062,
0,
0,
0,
0,
... | train | aaaachjk-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaachjk-1 | [
"VIM",
"EPAS1",
"PECAM1",
"SOD2",
"RHOA",
"GNG11",
"PDIA4",
"HMOX1",
"SPARCL1",
"CD34",
"IFIT1",
"BMPR2",
"MGST1",
"SFTPD",
"SFTPC",
"STAT6",
"CCN2",
"CST3",
"CTNNB1",
"NAPSA",
"FN1",
"STAT1",
"HIF1A",
"PGC",
"HERPUD1",
"PDIA3",
"DNAJB9",
"PKM",
"PCNA",
"RAM... | [
8,
7,
3,
6,
603,
193,
431,
526,
468,
238,
427,
266,
530,
92,
278,
61,
369,
507,
506,
544,
76,
147,
151,
394,
225,
542,
258,
433,
254,
426,
178,
438,
420,
459,
100,
519,
469,
473,
117,
217,
197,
494,
621,
619,
14,
618,
312,
... | [
[
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.85,
0.7,
0.5499999999999999,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
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... |
[
[
26.178010940551758,
0,
26.178010940551758,
0,
52.356021881103516,
78.5340347290039,
0,
26.178010940551758,
0,
78.5340347290039,
0,
0,
0,
0,
392.670166015625,
26.178010940551758,
26.178010940551758,
0,
52.356021881103516,
0,
26.178... | train | aaaachkf-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaachkf-1 | [
"SFTPC",
"SFTPD",
"PGC",
"CD44",
"NAPSA",
"ATF4",
"DUOX1",
"DMBT1",
"XBP1",
"MGST1",
"LAMP3",
"YAP1",
"SFTA2",
"HLA-DRA",
"SOD2",
"EPCAM",
"EGFR",
"RHOA",
"HIST1H1C",
"VIM",
"WNT5A",
"NKX2-1",
"CFTR",
"HMOX1",
"PDIA3",
"HIF1A",
"AIF1",
"ANKRD28",
"GSR",
"PLI... | [
8,
7,
3,
6,
506,
507,
433,
100,
394,
46,
180,
177,
619,
369,
332,
620,
504,
263,
526,
194,
182,
468,
260,
603,
614,
404,
120,
266,
426,
258,
23,
31,
247,
442,
151,
306,
184,
197,
515,
450,
272,
273,
58,
276,
22,
254,
541,
... | [
[
0,
1,
1,
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,... | AT2 | THD0011 | [
1,
0.9470588235294117,
0.8941176470588235,
0.8411764705882353,
0.788235294117647,
0.7352941176470588,
0.6823529411764706,
0.6294117647058823,
0.5764705882352941,
0.5764705882352941,
0.5235294117647059,
0.47058823529411764,
0.41764705882352937,
0.41764705882352937,
0.3647058823529412,
0... |
[
[
0,
0,
68.49314880371094,
136.98629760742188,
0,
0,
0,
68.49314880371094,
68.49314880371094,
0,
0,
0,
0,
0,
136.98629760742188,
68.49314880371094,
0,
0,
68.49314880371094,
68.49314880371094,
136.98629760742188,
68.4931488037109... | train | aaaachkb-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaachkb-1 | [
"CEACAM6",
"EPAS1",
"ICAM1",
"RHOA",
"FN1",
"NKX2-1",
"RNASE1",
"KRT8",
"RTKN2",
"PDIA3",
"ITGB1",
"HIST1H1C",
"VIM",
"CD44",
"EPCAM",
"PECAM1",
"SFTPD",
"SFTA2",
"COL4A3",
"HLA-DRA",
"IFIT3",
"MANF",
"PGC",
"SMAD4",
"AGER",
"BANK1",
"HMOX1",
"ATF4",
"ITGB6",
... | [
8,
7,
3,
6,
117,
193,
275,
468,
225,
404,
469,
328,
473,
426,
306,
260,
603,
100,
194,
431,
507,
504,
137,
263,
280,
360,
433,
519,
21,
54,
266,
46,
308,
180,
544,
369,
428,
526,
532,
258,
420,
126,
254,
514,
424,
384,
147,
... | [
[
0,
1,
1,
1,
0,
1,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT1 | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.7428571428571429,
0.7428571428571429,
0.6142857142857143,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
... |
[
[
0,
0,
0,
0,
0,
0,
0,
101.52284240722656,
0,
50.76142120361328,
0,
0,
0,
0,
101.52284240722656,
50.76142120361328,
0,
0,
50.76142120361328,
0,
50.76142120361328,
0,
0,
50.76142120361328,
0,
0,
50.76142120361... | train | aaaachki-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaachki-1 | [
"SFTPD",
"PGC",
"SFTPC",
"XBP1",
"CD44",
"NAPSA",
"DMBT1",
"MGST1",
"SOD2",
"LAMP3",
"YAP1",
"SFTA2",
"TOP1",
"ITGB1",
"CFTR",
"GSR",
"RHOA",
"CD68",
"DUOX1",
"PLIN2",
"PDIA3",
"VEGFA",
"ATF4",
"NKX2-1",
"IDH1",
"EPAS1",
"CTNNB1",
"ITGB6",
"AKR1C1",
"CST3",
... | [
8,
7,
3,
6,
507,
433,
506,
619,
100,
394,
177,
369,
526,
332,
620,
504,
580,
306,
120,
247,
468,
102,
180,
442,
426,
602,
46,
404,
276,
193,
151,
308,
26,
147,
260,
261,
301,
324,
258,
254,
450,
408,
47,
469,
481,
54,
304,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
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,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9,
0.8,
0.7000000000000001,
0.7000000000000001,
0.7000000000000001,
0.6,
0.6,
0.5,
0.5,
0.5,
0.4,
0.4,
0.4,
0.4,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.2,
0.2,
0.2,
0.2,
0.... |
[
[
0,
0,
0,
0,
80.6451644897461,
0,
0,
0,
0,
0,
0,
0,
0,
0,
241.93548583984375,
0,
0,
0,
40.32258224487305,
40.32258224487305,
0,
0,
0,
80.6451644897461,
80.6451644897461,
0,
161.2903289794922,
0,
0,
... | train | aaaachlo-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaachlo-1 | [
"SFTPD",
"EPAS1",
"VIM",
"PGC",
"PECAM1",
"RHOA",
"SFTPC",
"ATF4",
"HLA-DRA",
"ITGB1",
"LAMP3",
"PKM",
"IL7R",
"MGST1",
"BMPR2",
"CTNNB1",
"NAPSA",
"NUCB2",
"HSPA5",
"SPARCL1",
"PDIA3",
"FCN3",
"ERLEC1",
"SSR3",
"SOD2",
"GKN2",
"HIST1H1C",
"TOP1",
"YAP1",
"S... | [
8,
7,
3,
6,
507,
193,
603,
433,
431,
468,
506,
46,
263,
306,
332,
438,
294,
369,
61,
151,
394,
408,
272,
530,
426,
217,
197,
541,
526,
234,
260,
580,
620,
504,
178,
266,
225,
177,
384,
304,
312,
324,
353,
404,
469,
494,
532,... | [
[
0,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.9181818181818181,
0.8363636363636363,
0.7545454545454545,
0.7545454545454545,
0.6727272727272727,
0.5909090909090909,
0.509090909090909,
0.42727272727272725,
0.42727272727272725,
0.42727272727272725,
0.42727272727272725,
0.42727272727272725,
0.34545454545454546,
0.34545454545454546,... |
[
[
0,
0,
0,
0,
0,
88.49557495117188,
0,
0,
88.49557495117188,
0,
0,
0,
0,
0,
88.49557495117188,
0,
0,
0,
0,
0,
0,
0,
0,
176.99114990234375,
0,
0,
88.49557495117188,
0,
0,
0,
176.99114990234375,... | train | aaaacige-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacige-1 | [
"EPAS1",
"VIM",
"PECAM1",
"FCN3",
"IL7R",
"NAPSA",
"FN1",
"PDIA3",
"PDIA6",
"CA4",
"RNASE1",
"HIST1H1C",
"SFTPC",
"SFTPD",
"DMBT1",
"SPARCL1",
"HYOU1",
"IL4R",
"WWTR1",
"YAP1",
"BCL2L1",
"NFKB1",
"IDH1",
"FKBP11",
"HERPUD1",
"EHMT1",
"CXCR4",
"CTNNB1",
"CRELD2... | [
8,
7,
3,
6,
193,
603,
431,
217,
294,
394,
225,
426,
428,
68,
469,
260,
506,
507,
177,
530,
273,
293,
618,
620,
58,
400,
276,
224,
254,
184,
163,
151,
144,
136,
258,
301,
360,
306,
619,
597,
590,
544,
514,
481,
468,
456,
442,... | [
[
0,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.85,
0.7,
0.5499999999999999,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
67.11409759521484,
67.11409759521484,
0,
67.11409759521484,
0,
0,
0,
0,
0,
0,
0,
67.11409759521484,
402.6845703125,
0,
67.11409759521484,
0,
0,
0,
0,
0,
0,
0,
0,
0,
201.34228515625,
0,
0,
... | train | aaaachll-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaachll-1 | [
"EPAS1",
"VIM",
"HMOX1",
"ATF4",
"MEG3",
"SPARCL1",
"CST3",
"CTNNB1",
"NUCB2",
"HSPA5",
"HLA-DRA",
"PDGFRB",
"LYZ",
"RHOA",
"BMPR2",
"PLIN2",
"ITGB1",
"TBXA2R",
"SEC11C",
"IL32",
"CRELD2",
"SSR3",
"PECAM1",
"ITM2C",
"MGST1",
"IDH1",
"FN1",
"DUOX1",
"RAMP2",
... | [
8,
7,
3,
6,
193,
603,
266,
46,
366,
530,
147,
151,
408,
272,
263,
425,
357,
468,
61,
442,
306,
551,
490,
291,
144,
541,
431,
309,
369,
276,
225,
180,
459,
258,
100,
526,
424,
197,
260,
426,
194,
257,
506,
507,
116,
182,
481,... | [
[
0,
1,
1,
1,
0,
0,
0,
0,
1,
0,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Alveolar FBs | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
... |
[
[
0,
0,
136.98629760742188,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
273.97259521484375,
0,
0,
0,
0,
0,
136.98629760742188,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
136.98629760742188,
0,
... | train | aaaachlh-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaachlh-1 | [
"HMOX1",
"VIM",
"HLA-DRA",
"PKM",
"PDIA3",
"MARCO",
"PLIN2",
"ATF4",
"FCER1G",
"ICAM1",
"MRC1",
"CCL2",
"HIST1H1C",
"NKX2-1",
"NAPSA",
"SFTPC",
"MANF",
"SPCS3",
"FN1",
"CD68",
"IDH1",
"COL1A2",
"CD44",
"BANK1",
"PRDX4",
"ACTA2",
"RNASE1",
"CTNNB1",
"UCHL3",
... | [
8,
7,
3,
6,
266,
603,
263,
438,
426,
362,
442,
46,
211,
275,
379,
72,
260,
404,
394,
506,
360,
532,
225,
102,
276,
135,
100,
54,
450,
14,
469,
151,
596,
433,
177,
147
] | [
[
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
],
[
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0... | not available | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0... |
[
[
0,
0,
0,
0,
0,
91.74311828613281,
0,
91.74311828613281,
0,
91.74311828613281,
0,
0,
0,
0,
0,
0,
91.74311828613281,
91.74311828613281,
0,
0,
0,
0,
0,
91.74311828613281,
0,
0,
91.74311828613281,
0,
0,... | train | aaaaciii-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaciii-1 | [
"EPAS1",
"VIM",
"PECAM1",
"ITGB1",
"CST3",
"HLA-DRA",
"FCN3",
"HIST1H1C",
"PKM",
"RNASE1",
"HERPUD1",
"IL7R",
"CD34",
"LYZ",
"PDIA3",
"RHOA",
"YAP1",
"HIF1A",
"IDH1",
"VEGFA",
"HES1",
"ITM2C",
"HSPA5",
"STAT6",
"MYDGF",
"SSR3",
"RAMP2",
"ANKRD28",
"HLA-DQA1",
... | [
8,
7,
3,
6,
193,
603,
431,
306,
147,
263,
217,
260,
438,
469,
254,
294,
92,
357,
426,
468,
620,
258,
276,
602,
255,
309,
272,
544,
390,
541,
459,
31,
261,
151,
556,
530,
102,
26,
194,
526,
257,
353,
169,
48,
50,
300,
618,
... | [
[
0,
0,
0,
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,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
1,
0.85,
0.85,
0.7,
0.7,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
170.94017028808594,
0,
0,
85.47008514404297,
0,
0,
85.47008514404297,
0,
0,
0,
0,
0,
85.47008514404297,
0,
85.47008514404297,
0,
85.47008514404297,
85.47008514404297,
0,
0,
0,
170.94017028808594,
0,
0,
... | train | aaaacioc-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacioc-1 | [
"VIM",
"FN1",
"COL3A1",
"DCN",
"LUM",
"EPAS1",
"RHOA",
"SOD2",
"CCN2",
"PDIA6",
"SPARCL1",
"YAP1",
"LYZ",
"ITGB1",
"SMAD4",
"SPRY2",
"ACTA2",
"FAS",
"CD68",
"BCL2L1",
"MGST1",
"PTGDS",
"RAMP2",
"LAMP3",
"KDR",
"CTNNB1",
"PPARG",
"S100A9",
"CREB3L4",
"SEC11C"... | [
8,
7,
3,
6,
603,
225,
136,
169,
353,
193,
468,
526,
76,
428,
530,
620,
357,
306,
519,
537,
14,
206,
102,
58,
369,
454,
459,
332,
312,
151,
448,
481,
143,
490,
504,
515,
163,
182,
336,
263,
254,
360,
383,
247,
400,
401,
405,
... | [
[
0,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Alveolar FBs | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.6142857142857143,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.... |
[
[
0,
0,
104.16666412353516,
0,
0,
104.16666412353516,
0,
0,
0,
0,
0,
0,
104.16666412353516,
0,
312.5,
104.16666412353516,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
104.16666412353516,
0,
0,
0,
208.3333282... | train | aaaackmn-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaackmn-1 | [
"PGC",
"XBP1",
"DMBT1",
"VIM",
"SFTPC",
"EPAS1",
"SOD2",
"ATF4",
"CD44",
"LAMP3",
"MGST1",
"S100A8",
"LYZ",
"NAPSA",
"RHOA",
"SPARCL1",
"HYOU1",
"CA4",
"GZMA",
"HERPUD1",
"WWTR1",
"KRT18",
"HIF1A",
"CD274",
"SPCS2",
"ATF6",
"ASCL1",
"SMAD4",
"MEG3",
"YAP1",
... | [
8,
7,
3,
6,
433,
619,
177,
603,
506,
193,
526,
46,
100,
332,
369,
480,
357,
394,
468,
530,
273,
68,
248,
254,
618,
324,
258,
89,
531,
47,
42,
519,
366,
620,
507,
304,
504,
120,
379,
136,
305,
23,
157,
459,
312,
14,
353,
26... | [
[
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,
0.82,
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,
0.28,
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,
200,
0,
300,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
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 | aaaaciki-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaciki-1 | [
"LYZ",
"S100A8",
"VIM",
"S100A9",
"PTPRC",
"PGC",
"WWTR1",
"CD44",
"AIF1",
"PKM",
"NAPSA",
"EPAS1",
"RHOA",
"MGST1",
"SFTPC",
"SFTPD",
"AGER",
"XBP1",
"MSLN",
"HLA-DRA",
"SELENOS",
"SFTA2",
"FCN1",
"HIF1A",
"NKX2-1",
"TGFB1",
"RNASE1",
"MS4A7",
"DMBT1",
"HSP... | [
8,
7,
3,
6,
357,
480,
603,
481,
456,
433,
618,
100,
23,
438,
394,
193,
468,
369,
506,
507,
21,
619,
384,
263,
494,
504,
216,
258,
404,
556,
469,
383,
177,
272,
594,
306,
620,
184,
602,
466,
151,
225,
197,
328
] | [
[
0,
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
],
[
1,
0,
1,
1... | Interstitial Macrophages | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
116.27906799316406,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
232.55813598632812,
0,
0,
0,
116.27906799316406,
0,
0,
0,
0,
0,
0,
... | train | aaaacknm-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacknm-1 | [
"EPAS1",
"VIM",
"PECAM1",
"SPARCL1",
"SAA2",
"RNASE1",
"RHOA",
"NAPSA",
"FN1",
"BMPR2",
"PGC",
"MGST1",
"PTGDS",
"HERPUD1",
"ITGAV",
"LUM",
"LMAN1",
"SOX4",
"SOD2",
"CD44",
"CD68",
"SFTPD",
"SFTA2",
"COL3A1",
"KRT18",
"CST3",
"CTNNB1",
"PRDX4",
"DCN",
"HSPA5... | [
8,
7,
3,
6,
193,
603,
431,
530,
483,
469,
468,
394,
225,
61,
433,
369,
454,
254,
304,
353,
346,
528,
526,
100,
102,
507,
504,
136,
324,
147,
151,
450,
169,
272,
438,
180,
182,
263,
427,
258,
410,
217,
221,
357,
358,
366,
531... | [
[
0,
1,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.82,
0.64,
0.64,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
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,
0,
0,
52.08333206176758,
0,
0,
0,
0,
52.08333206176758,
0,
0,
0,
0,
156.25,
0,
0,
0,
52.08333206176758,
0,
52.08333206176758,
0,
0,
104.16666412353516,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaackoc-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaackoc-1 | [
"VIM",
"SFTPD",
"SFTPC",
"PGC",
"NAPSA",
"FN1",
"EPAS1",
"PTGDS",
"SOD2",
"CD44",
"DUOX1",
"XBP1",
"TOP1",
"KRT18",
"LAMP3",
"NFKB1",
"ATF4",
"S100A9",
"RHOA",
"EGFR",
"CTNNB1",
"ERLEC1",
"SAA2",
"SLC25A4",
"COL1A2",
"SPCS3",
"CD68",
"BCL2L1",
"HMOX1",
"ITGB... | [
8,
7,
3,
6,
603,
507,
506,
433,
394,
225,
193,
454,
526,
100,
180,
619,
580,
324,
332,
400,
46,
481,
468,
182,
151,
197,
483,
515,
135,
532,
102,
58,
266,
306,
301,
369,
263,
620,
260,
353,
293,
134,
490,
504,
328,
310,
276,... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
0,
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,... | AT2 | THD0011 | [
1,
0.9,
0.9,
0.8,
0.7000000000000001,
0.6,
0.6,
0.5,
0.5,
0.5,
0.4,
0.4,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.... |
[
[
0,
0,
0,
42.553192138671875,
85.10638427734375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
85.10638427734375,
0,
0,
0,
42.553192138671875,
0,
0,
0,
0,
42.553192138671875,
42.553192138671875,
0,
0,
0,
0,
0,
... | train | aaaacikm-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacikm-1 | [
"SFTPD",
"PGC",
"SFTPC",
"NAPSA",
"XBP1",
"MGST1",
"RNASE1",
"HLA-DRA",
"CD44",
"NKX2-1",
"HIST1H1C",
"RHOA",
"DMBT1",
"YAP1",
"DUOX1",
"SOD2",
"HLA-DQA1",
"ITGB1",
"ERLEC1",
"IDH1",
"EPAS1",
"SFTA2",
"PKM",
"AGR3",
"HSPA5",
"EPCAM",
"CFTR",
"ATF4",
"KRT18",
... | [
8,
7,
3,
6,
507,
433,
506,
394,
619,
369,
469,
263,
100,
404,
260,
468,
177,
620,
180,
526,
261,
306,
197,
276,
193,
504,
438,
22,
272,
194,
120,
46,
324,
332,
494,
442,
602,
408,
95,
178,
258,
431,
424,
524,
234,
221,
182,
... | [
[
0,
0,
1,
0,
1,
0,
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,... | AT2 | THD0011 | [
1,
0.9181818181818181,
0.8363636363636363,
0.7545454545454545,
0.6727272727272727,
0.5909090909090909,
0.509090909090909,
0.42727272727272725,
0.42727272727272725,
0.42727272727272725,
0.42727272727272725,
0.42727272727272725,
0.42727272727272725,
0.34545454545454546,
0.34545454545454546... |
[
[
0,
0,
39.370079040527344,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
39.370079040527344,
236.22047424316406,
39.370079040527344,
0,
0,
78.74015808105469,
0,
39.370079040527344,
0,
0,
39.370079040527344,
0,
0,
0,
0,
... | train | aaaachke-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaachke-1 | [
"SFTPC",
"SFTPD",
"PGC",
"NAPSA",
"CD44",
"LAMP3",
"HLA-DRA",
"MGST1",
"RHOA",
"SFTA2",
"DMBT1",
"ATF4",
"DUOX1",
"FN1",
"SPCS2",
"ITGB1",
"CFTR",
"ITGB6",
"LUM",
"XBP1",
"NKX2-1",
"COL1A2",
"ERLEC1",
"S100A9",
"YAP1",
"SPCS3",
"SLC25A4",
"HIST1H1C",
"VIM",
... | [
8,
7,
3,
6,
506,
507,
433,
394,
100,
332,
263,
369,
468,
504,
177,
46,
180,
225,
531,
306,
120,
308,
353,
619,
404,
135,
197,
481,
620,
532,
515,
260,
603,
420,
618,
454,
427,
51,
276,
524,
519,
424,
258,
526,
261,
234,
136,... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9249999999999999,
0.9249999999999999,
0.85,
0.7749999999999999,
0.7,
0.625,
0.625,
0.5499999999999999,
0.5499999999999999,
0.475,
0.475,
0.475,
0.4,
0.32499999999999996,
0.32499999999999996,
0.32499999999999996,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0... |
[
[
0,
0,
78.125,
0,
0,
78.125,
0,
0,
0,
0,
0,
0,
0,
0,
156.25,
0,
0,
0,
0,
0,
0,
0,
0,
78.125,
0,
0,
78.125,
0,
0,
0,
0,
0,
78.125,
0,
0,
0,
0,
312.5,
0,
0,
... | train | aaaacicf-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacicf-1 | [
"VIM",
"LYZ",
"FCER1G",
"EPAS1",
"FCGR3A",
"CTNNB1",
"CD44",
"PECAM1",
"CCN2",
"FN1",
"MS4A7",
"RHOA",
"IRF1",
"HLA-DRA",
"SSR3",
"SPARCL1",
"CD68",
"LUM",
"ATF4",
"ITGB1",
"HYOU1",
"CD34",
"HMGA1",
"MARCO",
"HMOX1",
"SPCS2",
"ZEB1",
"GCLM",
"HERPUD1",
"MYDG... | [
8,
7,
3,
6,
603,
357,
211,
193,
214,
151,
100,
431,
76,
225,
383,
468,
296,
263,
541,
530,
102,
353,
46,
306,
273,
92,
264,
362,
266,
531,
621,
231,
254,
390,
126,
136,
481,
479,
147,
408,
163,
456,
426,
442,
438,
101,
542,
... | [
[
0,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Interstitial Macrophages | 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,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.1,
0.1,
0.1... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
90.90908813476562,
0,
0,
0,
0,
363.6363525390625,
0,
0,
0,
0,
0,
90.90908813476562,
0,
0,
0,
0,
0,
0,
0,
90.90908813476562,
0,
0,
0,
0,
0,
0,
0... | train | aaaachic-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaachic-1 | [
"PGC",
"SFTPD",
"DMBT1",
"LAMP3",
"MGST1",
"ATF4",
"VIM",
"IDH1",
"CD44",
"DUOX1",
"HIST1H1C",
"PDIA6",
"SFTPC",
"KRT18",
"RHOA",
"SPCS3",
"SOD2",
"PDIA4",
"PDIA3",
"SFTA2",
"XBP1",
"HERPUD1",
"NAPSA",
"ITGB6",
"STAT1",
"HES1",
"SSR3",
"SMAD4",
"MYDGF",
"EPA... | [
8,
7,
3,
6,
433,
507,
177,
332,
369,
46,
603,
276,
100,
180,
260,
428,
506,
324,
468,
532,
526,
427,
426,
504,
619,
254,
394,
308,
542,
255,
541,
519,
390,
193,
481,
515,
483,
531,
346,
211,
442,
194,
31,
296,
602,
620,
197,... | [
[
0,
1,
1,
1,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0... |
[
[
0,
0,
80,
80,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
400,
0,
0,
0,
0,
80,
0,
0,
0,
0,
0,
0,
160,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
80,
0,
0,
0,
0,
0,
0... | train | aaaachlk-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaachlk-1 | [
"SFTPD",
"SFTPC",
"ATF4",
"PDGFRB",
"PGC",
"YAP1",
"VIM",
"NAPSA",
"EPAS1",
"LAMP3",
"FCN3",
"ITGB1",
"LYZ",
"CD34",
"IL4R",
"BMPR2",
"HSPA5",
"ITGA3",
"RHOA",
"S100A9",
"PDIA6",
"SFTA2",
"XBP1",
"UBE2J1",
"TOP1",
"STAT1",
"SPARCL1",
"SPCS3",
"SLC25A4",
"SOD... | [
8,
7,
3,
6,
507,
506,
46,
425,
433,
620,
603,
394,
193,
332,
217,
306,
357,
92,
293,
61,
272,
301,
468,
481,
428,
504,
619,
594,
580,
542,
530,
532,
515,
526,
257,
276,
309,
273,
216,
220,
263,
182,
308,
294,
346,
602,
557,
... | [
[
0,
1,
0,
0,
0,
0,
0,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Fibroblasts | THD0011 | [
1,
0.82,
0.82,
0.82,
0.82,
0.64,
0.64,
0.64,
0.64,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28... |
[
[
0,
0,
0,
0,
0,
73.52941131591797,
73.52941131591797,
0,
0,
0,
0,
0,
0,
0,
73.52941131591797,
0,
73.52941131591797,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
147.05882263183594,
0,
0,
0,
0,
... | train | aaaachij-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaachij-1 | [
"DMBT1",
"NAPSA",
"SFTPD",
"CD44",
"VIM",
"PGC",
"XBP1",
"EPAS1",
"WFDC2",
"NKX2-1",
"DUOX1",
"RHOA",
"HLA-DRA",
"LAMP3",
"PTGDS",
"HLA-DQB1",
"C1QC",
"SOD2",
"PKM",
"PDIA3",
"FN1",
"SFTA2",
"CFTR",
"GPR183",
"RNASE1",
"SSR3",
"SEC11C",
"SPP1",
"SELENOS",
"S... | [
8,
7,
3,
6,
177,
394,
507,
100,
603,
433,
619,
193,
610,
404,
180,
468,
263,
332,
454,
262,
66,
526,
438,
426,
225,
504,
120,
242,
469,
541,
490,
536,
494,
532,
530,
542,
135,
151,
260,
258,
506,
137,
531,
80,
273,
266,
420,... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
1,
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.2285714285... |
[
[
0,
0,
0,
41.15226364135742,
0,
82.30452728271484,
0,
0,
0,
0,
0,
0,
0,
0,
41.15226364135742,
123.456787109375,
164.6090545654297,
0,
0,
41.15226364135742,
0,
0,
41.15226364135742,
41.15226364135742,
0,
0,
4... | train | aaaachii-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaachii-1 | [
"VIM",
"LYZ",
"HLA-DRA",
"HMOX1",
"FCER1G",
"CCL18",
"PKM",
"IDH1",
"SPP1",
"PCNA",
"STAT1",
"HSPA5",
"CD44",
"MS4A7",
"ATG7",
"TREM2",
"CCL2",
"PLIN2",
"PDIA4",
"MARCO",
"CD68",
"MRC1",
"HLA-DQA1",
"HYOU1",
"ATF6",
"CD4",
"TGFB1",
"MANF",
"HMGA1",
"NUTF2",
... | [
8,
7,
3,
6,
603,
357,
263,
266,
211,
71,
438,
276,
536,
420,
542,
272,
100,
383,
48,
586,
72,
442,
427,
362,
102,
379,
261,
273,
47,
97,
556,
360,
264,
409,
468,
480,
433,
169,
426,
328,
23,
305,
101,
262,
260,
114,
116,
3... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
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,... | SPP1+ Macrophages | THD0011 | [
1,
0.9249999999999999,
0.85,
0.7749999999999999,
0.7,
0.625,
0.625,
0.5499999999999999,
0.475,
0.4,
0.4,
0.4,
0.4,
0.4,
0.32499999999999996,
0.32499999999999996,
0.32499999999999996,
0.32499999999999996,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.175,
0.1... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
84.03361511230469,
0,
84.03361511230469,
0,
0,
84.03361511230469,
84.03361511230469,
0,
0,
0,
0,
0,
84.03361511230469,
0,
0,
84.03361511230469,
0,
0,
168.06723022460938,
0,
0... | train | aaaacifn-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacifn-1 | [
"EPAS1",
"POSTN",
"FCN3",
"VIM",
"IL7R",
"HIST1H1C",
"YAP1",
"RHOA",
"KRT18",
"PDIA3",
"NAPSA",
"BMPR2",
"MYDGF",
"XBP1",
"TTC19",
"WWTR1",
"MGST1",
"PECAM1",
"TOP1",
"DCN",
"GSR",
"CA4",
"PPARG",
"ITGB1",
"EPCAM",
"KDR",
"SLC25A4",
"MUC5AC",
"SEC11C",
"CLDN... | [
8,
7,
3,
6,
193,
446,
217,
603,
294,
260,
620,
468,
324,
426,
394,
61,
390,
619,
590,
618,
369,
431,
580,
169,
247,
68,
448,
306,
194,
312,
515,
387,
490,
126,
103,
383,
469,
404,
405,
408,
409,
532,
151,
454,
424,
177,
180,... | [
[
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,... | aCap | THD0011 | [
1,
0.85,
0.7,
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,
0.25,
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,
49.751243591308594,
0,
0,
49.751243591308594,
99.50248718261719,
49.751243591308594,
0,
0,
0,
0,
149.25372314453125,
0,
0,
0,
0,
0,
0,
0,
49.751243591308594,
99.50248718261719,
0,
0,
0,
0,
... | train | aaaacifh-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacifh-1 | [
"PGC",
"SFTPC",
"NAPSA",
"KRT8",
"CEACAM6",
"HIST1H1C",
"PKM",
"ICAM1",
"VIM",
"MGST1",
"XBP1",
"ITGB1",
"HLA-DRA",
"SFTA2",
"NKX2-1",
"ATF4",
"PLIN2",
"SFTPD",
"RHOA",
"RNASE1",
"DUOX1",
"LAMP3",
"CEACAM5",
"HSPA5",
"NFKB1",
"LYZ",
"CD44",
"ITGAX",
"COL4A3",
... | [
8,
7,
3,
6,
433,
506,
394,
328,
117,
260,
438,
275,
603,
369,
619,
306,
263,
504,
404,
46,
442,
507,
468,
469,
180,
332,
116,
272,
400,
357,
100,
305,
137,
473,
293,
234,
481,
58,
618,
151,
515,
177,
526,
27,
194,
193,
254,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
1,
1,
0,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Interstitial Macrophages | THD0011 | [
1,
0.9,
0.8,
0.7000000000000001,
0.7000000000000001,
0.6,
0.6,
0.5,
0.5,
0.5,
0.4,
0.4,
0.4,
0.4,
0.4,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
257.5107116699219,
0,
0,
0,
0,
0,
0,
0,
0,
42.918453216552734,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaacihb-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacihb-1 | [
"PGC",
"SFTPC",
"SFTPD",
"MGST1",
"NAPSA",
"HLA-DRA",
"DMBT1",
"DUOX1",
"LAMP3",
"CD44",
"ATF4",
"NKX2-1",
"SFTA2",
"RHOA",
"FN1",
"KRT8",
"HIST1H1C",
"HERPUD1",
"SOD2",
"XBP1",
"PDIA4",
"EPCAM",
"EPAS1",
"GKN2",
"LUM",
"FKBP11",
"RNASE1",
"ITGA3",
"PDIA3",
... | [
8,
7,
3,
6,
433,
506,
507,
369,
394,
263,
177,
180,
332,
100,
46,
404,
504,
468,
225,
328,
260,
254,
526,
619,
427,
194,
193,
234,
353,
224,
469,
301,
426,
489,
306,
324,
144,
519,
424,
247,
114,
408,
438,
384,
428,
147,
431... | [
[
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,... | Proliferating Epithelial | THD0011 | [
1,
0.9181818181818181,
0.8363636363636363,
0.7545454545454545,
0.6727272727272727,
0.5909090909090909,
0.5909090909090909,
0.5909090909090909,
0.509090909090909,
0.42727272727272725,
0.42727272727272725,
0.42727272727272725,
0.42727272727272725,
0.42727272727272725,
0.34545454545454546,
... |
[
[
0,
0,
79.05138397216797,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
118.57707214355469,
0,
39.525691986083984,
0,
39.525691986083984,
0,
0,
0,
0,
0,
0,
0,
39.525691986083984,
0,
0,
0,
0,
0,
0,... | train | aaaachlp-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaachlp-1 | [
"SFTPC",
"PGC",
"SFTPD",
"NAPSA",
"DMBT1",
"CD44",
"MGST1",
"XBP1",
"LAMP3",
"NKX2-1",
"DUOX1",
"RNASE1",
"RHOA",
"ITGB1",
"EPAS1",
"IDH1",
"ATF4",
"PKM",
"HLA-DRA",
"SSR3",
"GSR",
"ACTA2",
"PDIA3",
"EHMT1",
"WWTR1",
"SLC25A4",
"TOP1",
"SOD2",
"COL1A1",
"HIF... | [
8,
7,
3,
6,
506,
433,
507,
394,
177,
100,
369,
619,
332,
404,
180,
469,
468,
306,
193,
276,
46,
438,
263,
541,
247,
14,
426,
184,
618,
515,
580,
526,
134,
258,
594,
120,
596,
603,
620,
504,
324,
137,
490,
494,
456,
117,
481,... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Proliferating Epithelial | THD0011 | [
1,
0.9357142857142858,
0.8714285714285716,
0.8071428571428572,
0.7428571428571429,
0.6785714285714286,
0.6142857142857143,
0.55,
0.48571428571428577,
0.4214285714285715,
0.3571428571428572,
0.2928571428571429,
0.2928571428571429,
0.2928571428571429,
0.2928571428571429,
0.22857142857142... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
74.62686920166016,
0,
0,
0,
74.62686920166016,
223.880615234375,
0,
0,
0,
74.62686920166016,
0,
0,
74.62686920166016,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
74.6268... | train | aaaacifm-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacifm-1 | [
"PGC",
"SFTPC",
"SFTPD",
"DMBT1",
"NAPSA",
"CD44",
"NKX2-1",
"DUOX1",
"XBP1",
"EGFR",
"RHOA",
"ATF4",
"STAT1",
"MGST1",
"HLA-DRA",
"YAP1",
"HERPUD1",
"STAT6",
"PDIA3",
"VEGFA",
"PLIN2",
"EHMT1",
"HLA-DQA1",
"HIST1H1C",
"SPCS2",
"HIF1A",
"SOD2",
"PLPP5",
"FN1",... | [
8,
7,
3,
6,
433,
506,
507,
177,
394,
100,
404,
180,
619,
182,
468,
46,
542,
369,
263,
620,
254,
544,
426,
602,
442,
184,
261,
260,
531,
258,
526,
444,
225,
169,
519,
113,
151,
117,
231,
469,
408,
222,
294,
97,
55,
614,
31,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9,
0.8,
0.7000000000000001,
0.6,
0.6,
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,
0.1,
0.1,
0.1,
0.1,
0.1,
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,
47.961631774902344,
0,
191.84652709960938,
23.980815887451172,
0,
0,
0,
0,
23.980815887451172,
263.7889709472656,
0,
23.980815887451172,
0,
0,
95.92326354980469,
0,
0,
0,
23.980815887451172,
0,
0... | train | aaaacijf-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacijf-1 | [
"VIM",
"LYZ",
"HMOX1",
"HLA-DRA",
"CD68",
"MARCO",
"ATF4",
"SOD2",
"MS4A7",
"IDH1",
"XBP1",
"PLIN2",
"AKR1C1",
"HLA-DQA1",
"PPARG",
"PDIA3",
"CTNNB1",
"PKM",
"FN1",
"PDIA4",
"HSPA5",
"FABP4",
"ITGAX",
"CCL18",
"CD44",
"GSR",
"MGST1",
"AXL",
"TGFB1",
"GCLM",
... | [
8,
7,
3,
6,
603,
357,
266,
263,
102,
362,
46,
526,
383,
276,
619,
442,
26,
261,
448,
426,
151,
438,
225,
427,
272,
202,
305,
71,
100,
247,
369,
52,
556,
231,
260,
211,
258,
147,
66,
428,
468,
433,
405,
275,
214,
23,
531,
5... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
1,
0,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,... | FABP4+ Macrophages | THD0011 | [
1,
0.9307692307692308,
0.9307692307692308,
0.8615384615384616,
0.7923076923076923,
0.7230769230769231,
0.7230769230769231,
0.7230769230769231,
0.6538461538461539,
0.6538461538461539,
0.5846153846153846,
0.5846153846153846,
0.5846153846153846,
0.5846153846153846,
0.5153846153846154,
0.5... |
[
[
0,
0,
243.90243530273438,
0,
0,
243.90243530273438,
0,
0,
0,
0,
0,
0,
0,
0,
60.975608825683594,
0,
0,
0,
0,
0,
0,
0,
60.975608825683594,
0,
60.975608825683594,
0,
0,
0,
0,
0,
0,
0,
0... | train | aaaacioh-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacioh-1 | [
"VIM",
"LYZ",
"HLA-DRA",
"MRC1",
"FCER1G",
"MS4A7",
"CD44",
"RNASE1",
"HERPUD1",
"ACTA2",
"AIF1",
"PKM",
"IDH1",
"HSPA5",
"PCNA",
"CTNNB1",
"CST3",
"SOD2",
"HMOX1",
"MARCO",
"HAVCR2",
"HIF1A",
"NFKB1",
"SPP1",
"CRELD2",
"PDIA4",
"ITGAV",
"RHOA",
"FCGR3A",
"C... | [
8,
7,
3,
6,
603,
357,
263,
379,
211,
383,
100,
469,
254,
14,
23,
438,
276,
272,
420,
151,
147,
526,
266,
362,
253,
258,
400,
536,
144,
427,
304,
468,
214,
126,
431,
426,
184,
454,
163,
225,
149,
519,
369,
513,
242,
193,
294,... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
0,
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,... | DCs | THD0011 | [
1,
0.9,
0.8,
0.7000000000000001,
0.6,
0.6,
0.5,
0.4,
0.4,
0.4,
0.4,
0.4,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.1,... |
[
[
0,
0,
62.89308166503906,
62.89308166503906,
62.89308166503906,
0,
0,
62.89308166503906,
0,
0,
0,
0,
0,
0,
188.6792449951172,
62.89308166503906,
0,
0,
62.89308166503906,
0,
0,
0,
0,
62.89308166503906,
0,
62.8930... | train | aaaacida-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacida-1 | [
"EPAS1",
"PTGDS",
"PGC",
"CA4",
"WWTR1",
"VIM",
"RHOA",
"SFTPC",
"HIST1H1C",
"FCER1G",
"SFTPD",
"BMPR2",
"HLA-DRA",
"RNASE1",
"ATF4",
"CD44",
"CTNNB1",
"UBE2J1",
"XBP1",
"HERPUD1",
"FN1",
"EHMT1",
"CST3",
"ICAM1",
"COL1A2",
"IDH1",
"ITGB1",
"KRT8",
"MGST1",
... | [
8,
7,
3,
6,
193,
454,
433,
68,
618,
603,
468,
506,
260,
211,
507,
61,
263,
469,
46,
100,
151,
594,
619,
254,
225,
184,
147,
275,
135,
276,
306,
328,
369,
621,
117,
526,
394,
431,
556,
442,
169,
597,
614,
180,
544,
134,
542,
... | [
[
0,
0,
1,
1,
0,
0,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.6142857142857143,
0.6142857142857143,
0.6142857142857143,
0.6142857142857143,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
178.57142639160156,
0,
0,
0,
0,
89.28571319580078,
0,
0,
0,
178.57142639160156,
0,
89.28571319580078,
357.1428527832031,
0,
0,
0,
0,
0,
0,
... | train | aaaachha-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaachha-1 | [
"FN1",
"SFTPD",
"VIM",
"BMPR2",
"SFTPC",
"LUM",
"CST3",
"MGST1",
"LAMP3",
"PTGDS",
"SPARCL1",
"FGF2",
"IL7R",
"GPR183",
"EPAS1",
"SOD2",
"COL1A2",
"ICAM1",
"BCL2L1",
"XBP1",
"PGC",
"ATF4",
"PDIA3",
"PDGFRB",
"PDGFRA",
"RHOA",
"PECAM1",
"CD44",
"PDIA6",
"GNG1... | [
8,
7,
3,
6,
225,
507,
603,
61,
506,
353,
147,
369,
332,
454,
530,
220,
294,
242,
193,
526,
135,
275,
58,
619,
433,
46,
426,
425,
424,
468,
431,
100,
428,
238,
427,
504,
234,
390,
394,
177,
400,
134,
448,
169,
136,
456,
473,
... | [
[
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,
0,
0,
0,
0,
0,
0,
0,... | Alveolar FBs | THD0011 | [
1,
0.82,
0.82,
0.64,
0.64,
0.64,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
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,
0,
0,
0,
0,
0,
99.00990295410156,
99.00990295410156,
0,
0,
0,
0,
0,
99.00990295410156,
0,
0,
0,
99.00990295410156,
0,
0,
0,
0,
49.50495147705078,
0,
0,
0,
49.50495147705078,
0,
0,
0,
... | train | aaaachjn-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaachjn-1 | [
"VIM",
"MARCO",
"HMOX1",
"CD68",
"SPP1",
"RTKN2",
"PLIN2",
"PKM",
"NKX2-1",
"CCL18",
"MS4A7",
"LYZ",
"IDH1",
"SFTPD",
"HLA-DRA",
"CCL2",
"SOD2",
"FABP4",
"NAPSA",
"CEACAM6",
"DUOX1",
"MANF",
"HSPA5",
"CST3",
"MRC1",
"CD44",
"PDIA3",
"HIST1H1C",
"RHOA",
"FCER... | [
8,
7,
3,
6,
603,
362,
266,
102,
536,
473,
442,
438,
404,
71,
383,
357,
276,
507,
263,
72,
526,
202,
394,
117,
180,
360,
272,
147,
379,
100,
426,
260,
468,
211,
542,
427,
51,
328,
26,
594,
46,
27,
306,
602,
346,
519,
261,
3... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Interstitial Macrophages | THD0011 | [
1,
0.9,
0.9,
0.8,
0.8,
0.7000000000000001,
0.6,
0.6,
0.6,
0.5,
0.5,
0.5,
0.5,
0.4,
0.4,
0.4,
0.4,
0.30000000000000004,
0.30000000000000004,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.1,
... |
[
[
0,
0,
91.74311828613281,
183.48623657226562,
0,
0,
0,
0,
0,
0,
0,
0,
0,
91.74311828613281,
0,
0,
0,
0,
183.48623657226562,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
91.7431182861... | train | aaaacigc-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacigc-1 | [
"FN1",
"RTKN2",
"COL3A1",
"PDIA3",
"COL1A2",
"SFTPD",
"VIM",
"CCN2",
"STAT6",
"SPARCL1",
"DUOX1",
"CST3",
"HIST1H1C",
"FAS",
"RHOA",
"AXIN2",
"KRT8",
"SFTA2",
"GCLM",
"CEACAM5",
"ITGB1",
"EPAS1",
"AGER",
"MSLN",
"XBP1",
"EGFR",
"VEGFA",
"CTNNB1",
"SSR3",
"MG... | [
8,
7,
3,
6,
225,
473,
136,
426,
135,
507,
603,
76,
544,
530,
180,
147,
260,
206,
468,
51,
328,
504,
231,
116,
306,
193,
21,
384,
619,
182,
602,
151,
541,
369,
194,
394,
137,
519,
515,
514,
481,
117,
526,
353,
275,
272,
14,
... | [
[
0,
1,
1,
0,
1,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT1 | THD0011 | [
1,
0.82,
0.64,
0.64,
0.64,
0.64,
0.64,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0... |
[
[
0,
0,
0,
0,
0,
0,
0,
94.3396224975586,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
94.3396224975586,
0,
0,
0,
0,
0,
0,
0,
0,
94.3396224975586,
0,
188.6792449951172,
0,
0,
0,
... | train | aaaacick-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacick-1 | [
"HMOX1",
"VIM",
"EPAS1",
"SPARCL1",
"CD68",
"FCN3",
"IL7R",
"GCLM",
"IDH1",
"PDIA4",
"PECAM1",
"CCL18",
"HAVCR2",
"HIST1H1C",
"HSPA5",
"IFIT3",
"ITGB1",
"PLIN2",
"WWTR1",
"COL1A1",
"CTNNB1",
"DCN",
"DNAJB9",
"UCHL3",
"FCER1G",
"TGFB1",
"STAT1",
"SOD2",
"GSR",
... | [
8,
7,
3,
6,
266,
603,
193,
530,
102,
217,
294,
231,
276,
427,
431,
71,
253,
260,
272,
280,
306,
442,
618,
134,
151,
169,
178,
596,
211,
556,
542,
526,
247,
433,
522,
504,
480,
273,
469,
448,
293,
296,
100,
346,
408,
425,
507... | [
[
0,
1,
1,
1,
0,
0,
1,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
103.09278106689453,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
103.09278106689453,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
824.7422485351562... | train | aaaacigi-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacigi-1 | [
"VIM",
"COL1A2",
"CCN2",
"FN1",
"LUM",
"COL3A1",
"DCN",
"XBP1",
"FGF7",
"PDGFRA",
"PGC",
"SPARCL1",
"HSPA5",
"EPAS1",
"ITGB1",
"CTNNB1",
"PTGDS",
"KRT18",
"ATF4",
"EHMT1",
"NKX2-1",
"MYDGF",
"PDIA6",
"DUOX1",
"KDR",
"GNG11",
"SOD2",
"SFTPC",
"SMAD4",
"CD44",... | [
8,
7,
3,
6,
603,
135,
76,
225,
353,
136,
169,
619,
221,
424,
433,
530,
272,
193,
306,
151,
454,
324,
46,
184,
404,
390,
428,
180,
312,
238,
526,
506,
519,
100,
620,
206,
408,
348,
263,
426,
328,
332,
468,
61
] | [
[
0,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
[
1,
0,
1,
1... | Fibroblasts | THD0011 | [
1,
0.9,
0.8,
0.7000000000000001,
0.6,
0.5,
0.4,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1... |
[
[
0,
0,
0,
106.38298034667969,
0,
106.38298034667969,
0,
0,
106.38298034667969,
106.38298034667969,
0,
106.38298034667969,
0,
0,
0,
0,
106.38298034667969,
0,
106.38298034667969,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | train | aaaachkn-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaachkn-1 | [
"SFTPD",
"RTKN2",
"DUOX1",
"VEGFA",
"VIM",
"RNASE1",
"RHOA",
"ICAM1",
"PGC",
"PDIA3",
"HMOX1",
"CCL2",
"KRT18",
"HSPA5",
"ITGB1",
"PLIN2",
"NAPSA",
"HERPUD1",
"EPAS1",
"HIST1H1C",
"SSR3",
"SPP1",
"LPAR2",
"STAT1",
"HLA-DRA",
"LYZ",
"SLC25A37",
"MRC1",
"SELENOS... | [
8,
7,
3,
6,
507,
473,
180,
602,
603,
469,
468,
275,
433,
426,
266,
72,
324,
272,
306,
442,
394,
254,
193,
260,
541,
536,
349,
542,
263,
357,
514,
379,
494,
481,
404,
147,
308,
182,
184,
526,
390,
428,
31,
619,
21,
71,
48,
... | [
[
0,
1,
1,
0,
1,
0,
0,
1,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT1 | THD0011 | [
1,
0.82,
0.64,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.45999999999999996,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.28,
0.1,
0.1,
0.1,
0.1,
0.1,... |
[
[
0,
0,
71.42857360839844,
0,
0,
0,
0,
142.85714721679688,
0,
0,
0,
0,
0,
0,
71.42857360839844,
0,
71.42857360839844,
71.42857360839844,
0,
0,
0,
0,
0,
142.85714721679688,
0,
0,
357.14288330078125,
0,
... | train | aaaaciid-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaciid-1 | [
"EPAS1",
"PECAM1",
"VIM",
"SPARCL1",
"BMPR2",
"PLIN2",
"FCN3",
"STAT1",
"CD34",
"HIST1H1C",
"HEY1",
"HLA-DRA",
"HERPUD1",
"ITGB1",
"LYZ",
"SFTPD",
"SOX4",
"GSR",
"MS4A7",
"RNASE1",
"RAMP2",
"CCN2",
"IL7R",
"CD52",
"FABP4",
"XBP1",
"BCL2L1",
"AKR1C1",
"CD68",
... | [
8,
7,
3,
6,
193,
431,
603,
530,
61,
442,
217,
542,
92,
260,
257,
263,
254,
306,
357,
507,
528,
247,
383,
469,
459,
76,
294,
101,
202,
619,
58,
26,
102,
526,
602,
304,
253,
379,
490,
394,
227,
473,
151,
468,
163,
456,
411,
... | [
[
0,
1,
1,
1,
1,
1,
0,
0,
1,
0,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.8875,
0.775,
0.6625,
0.55,
0.55,
0.4375,
0.4375,
0.4375,
0.4375,
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,
0,
109.58904266357422,
0,
0,
54.79452133178711,
0,
54.79452133178711,
27.397260665893555,
0,
0,
0,
0,
0,
136.98629760742188,
27.397260665893555,
0,
0,
0,
0,
0,
27.397260665893555,
0,
0,
0,
0,
27.39726066... | train | aaaacihj-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacihj-1 | [
"VIM",
"HMOX1",
"PLIN2",
"HLA-DRA",
"IDH1",
"LYZ",
"CD68",
"PKM",
"GSR",
"CCL18",
"MARCO",
"HSPA5",
"CD44",
"PDIA3",
"CST3",
"ITGB1",
"ITGAX",
"SPP1",
"SOD2",
"ATF4",
"MS4A7",
"XBP1",
"NUCB2",
"ACTA2",
"PPARG",
"MGST1",
"HIST1H1C",
"TGFB1",
"FCER1G",
"HIF1A"... | [
8,
7,
3,
6,
603,
266,
442,
263,
276,
357,
102,
438,
247,
71,
362,
272,
100,
426,
147,
306,
305,
536,
526,
46,
383,
619,
408,
14,
448,
369,
260,
556,
211,
258,
231,
264,
379,
494,
468,
542,
532,
273,
280,
544,
80,
580,
602,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
1,
1,
0,
0,
1,
0,
0,
0,
1,
0,
1,
1,
0,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SPP1+ Macrophages | THD0011 | [
1,
0.94375,
0.8875,
0.83125,
0.775,
0.71875,
0.6625,
0.60625,
0.55,
0.49375,
0.4375,
0.4375,
0.4375,
0.4375,
0.38125,
0.38125,
0.38125,
0.325,
0.325,
0.325,
0.325,
0.325,
0.325,
0.26875000000000004,
0.26875000000000004,
0.26875000000000004,
0.26875000000000004,
... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
204.08163452148438,
0,
0,
102.04081726074219,
0,
0,
0,
204.08163452148438,
0,
0,
102.04081726074219,
0,
... | train | aaaacici-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacici-1 | [
"FN1",
"EPAS1",
"VIM",
"HERPUD1",
"DCN",
"XBP1",
"COL1A2",
"PECAM1",
"FCN3",
"BCL2L1",
"CA4",
"LUM",
"PDIA3",
"RAMP2",
"CCN2",
"SPARCL1",
"HYOU1",
"ICAM1",
"EHMT1",
"CXCL9",
"CTNNB1",
"GNG11",
"CLDN5",
"HLA-DRA",
"CD4",
"HMOX1",
"IL7R",
"YAP1",
"SPCS3",
"SOX... | [
8,
7,
3,
6,
225,
193,
603,
254,
169,
619,
135,
431,
217,
58,
68,
353,
426,
459,
76,
530,
273,
275,
184,
162,
151,
238,
126,
263,
97,
266,
294,
620,
532,
529,
524,
522,
507,
490,
481,
468,
454,
442,
428,
425,
401,
358,
328,
... | [
[
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 | [
1,
0.85,
0.7,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
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,
80,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
80,
0,
0,
320,
0,
0,
0,
80,
0,
0,
0,
0,
0,
0,
160,
0,
0,
0,
0,
0,
0,... | train | aaaacihk-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacihk-1 | [
"EPAS1",
"VIM",
"IL7R",
"LUM",
"SOD2",
"CTNNB1",
"FCN3",
"BMPR2",
"PECAM1",
"DCN",
"DMBT1",
"PDGFRB",
"PGC",
"RNASE1",
"TGFB1",
"PLIN2",
"GCLM",
"CD34",
"SPARCL1",
"CCN2",
"CST3",
"HERPUD1",
"PDIA3",
"UQCRHL",
"MEG3",
"SFTPC",
"SELENOS",
"SCGB3A2",
"NAPSA",
... | [
8,
7,
3,
6,
193,
603,
294,
353,
526,
151,
217,
61,
431,
169,
177,
425,
433,
469,
556,
442,
231,
92,
530,
76,
147,
254,
426,
600,
366,
506,
494,
489,
394,
135,
136,
221,
146,
257,
324,
304,
26,
459,
409,
312,
211,
420,
306,
... | [
[
0,
1,
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,
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,
0.5499999999999999,
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,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
0,
0,
0,
0,
0,
51.28205108642578,
0,
0,
0,
0,
0,
0,
51.28205108642578,
51.28205108642578,
0,
51.28205108642578,
0,
0,
51.28205108642578,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaciik-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaciik-1 | [
"SFTPD",
"SFTPC",
"CD44",
"PGC",
"NAPSA",
"VIM",
"DMBT1",
"HLA-DRA",
"XBP1",
"MGST1",
"KRT8",
"NKX2-1",
"RHOA",
"LYZ",
"PRDX4",
"GKN2",
"S100A9",
"PCNA",
"WNT5A",
"HYOU1",
"HERPUD1",
"LUM",
"SEC11C",
"RNASE1",
"SELENOS",
"CTNNB1",
"SPARCL1",
"SSR3",
"STAT1",
... | [
8,
7,
3,
6,
507,
506,
100,
433,
394,
603,
177,
263,
619,
369,
328,
404,
468,
357,
450,
234,
481,
420,
614,
273,
254,
353,
490,
469,
494,
151,
530,
541,
542,
438,
180,
620,
526,
194,
426,
504,
50,
602,
489,
515,
247,
304,
379... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9181818181818181,
0.8363636363636363,
0.7545454545454545,
0.6727272727272727,
0.6727272727272727,
0.5909090909090909,
0.509090909090909,
0.42727272727272725,
0.42727272727272725,
0.34545454545454546,
0.34545454545454546,
0.34545454545454546,
0.26363636363636367,
0.26363636363636367,... |
[
[
0,
0,
76.92308044433594,
76.92308044433594,
0,
0,
0,
76.92308044433594,
0,
0,
0,
0,
0,
0,
153.84616088867188,
76.92308044433594,
76.92308044433594,
0,
0,
153.84616088867188,
0,
153.84616088867188,
0,
76.92308044433594,... | train | aaaacigk-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacigk-1 | [
"VIM",
"CCN2",
"FN1",
"COL1A2",
"PDGFRA",
"KRT18",
"LYZ",
"CXCR4",
"STAT6",
"SPARCL1",
"CEACAM6",
"SFTPD",
"COL1A1",
"COL3A1",
"CST3",
"DCN",
"EGFR",
"EPAS1",
"PPARG",
"NAPSA",
"HIF1A",
"ICAM1",
"MGST1",
"RNASE1",
"TOP1",
"DDIT3",
"BAX",
"AXL",
"ATF4",
"TTC1... | [
8,
7,
3,
6,
603,
76,
225,
135,
424,
324,
357,
163,
544,
530,
117,
507,
134,
136,
147,
169,
182,
193,
448,
394,
258,
275,
369,
469,
580,
171,
55,
52,
46,
590,
515,
14,
276,
21,
504,
494,
263,
48,
379,
261,
143,
260,
47,
151... | [
[
0,
1,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Alveolar FBs | THD0011 | [
1,
0.85,
0.7,
0.7,
0.5499999999999999,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0... |
[
[
0,
0,
76.33587646484375,
76.33587646484375,
0,
0,
0,
0,
0,
76.33587646484375,
0,
76.33587646484375,
0,
76.33587646484375,
76.33587646484375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
152.6717529296875,
0,
76... | train | aaaaciil-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaciil-1 | [
"SFTPD",
"EPAS1",
"PECAM1",
"SFTPC",
"MGST1",
"CD44",
"SFTA2",
"VIM",
"RNASE1",
"ITGB1",
"WWTR1",
"PDIA3",
"DMBT1",
"PGC",
"DUOX1",
"PCNA",
"GKN2",
"BMPR2",
"NAPSA",
"HERPUD1",
"RHOA",
"HIST1H1C",
"HMOX1",
"WFDC2",
"EGFR",
"RTKN2",
"CTNNB1",
"EHMT1",
"CST3",
... | [
8,
7,
3,
6,
507,
193,
431,
506,
369,
100,
504,
603,
469,
306,
618,
426,
177,
433,
180,
420,
234,
61,
394,
254,
468,
260,
266,
610,
182,
473,
151,
184,
147,
191,
136,
126,
515,
169,
442,
621,
434,
326,
328,
304,
346,
620,
353... | [
[
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | 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,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1... |
[
[
0,
0,
54.054054260253906,
54.054054260253906,
108.10810852050781,
54.054054260253906,
0,
0,
54.054054260253906,
0,
0,
0,
0,
0,
324.3243408203125,
0,
54.054054260253906,
0,
162.16217041015625,
0,
0,
0,
0,
54.05405426025... | train | aaaaciha-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaciha-1 | [
"SFTPD",
"PGC",
"NAPSA",
"EPAS1",
"VIM",
"DUOX1",
"ATF4",
"PDIA3",
"RNASE1",
"RHOA",
"NKX2-1",
"HIST1H1C",
"HLA-DRA",
"ICAM1",
"EHMT1",
"AXIN2",
"ITGA3",
"SOD2",
"PDIA4",
"EPCAM",
"HMOX1",
"NUCB2",
"GSR",
"TOP1",
"COL4A3",
"PRDX4",
"HSPA5",
"SAA2",
"XBP1",
"... | [
8,
7,
3,
6,
507,
433,
394,
193,
603,
180,
46,
426,
469,
468,
404,
260,
263,
275,
184,
51,
301,
526,
427,
194,
266,
408,
247,
580,
137,
450,
272,
483,
619,
332,
308,
428,
336,
197,
22,
206,
328,
594,
102,
210,
169,
258,
225,
... | [
[
0,
1,
0,
1,
1,
1,
1,
1,
0,
1,
0,
0,
1,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT1 | THD0011 | [
1,
0.9,
0.8,
0.7000000000000001,
0.7000000000000001,
0.6,
0.6,
0.5,
0.5,
0.5,
0.4,
0.4,
0.4,
0.4,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
... |
[
[
0,
0,
0,
0,
0,
52.6315803527832,
0,
52.6315803527832,
0,
0,
0,
0,
0,
0,
78.94737243652344,
0,
26.3157901763916,
0,
0,
26.3157901763916,
0,
52.6315803527832,
0,
52.6315803527832,
0,
0,
0,
0,
131.5789... | train | aaaaaepp-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaepp-1 | [
"VIM",
"HMOX1",
"HLA-DRA",
"CCL18",
"FCER1G",
"LYZ",
"PLIN2",
"PDIA3",
"HSPA5",
"IDH1",
"PKM",
"SPP1",
"RNASE1",
"GSR",
"CD68",
"CD44",
"FCGR3A",
"GCLM",
"HAVCR2",
"C1QC",
"HLA-DQA1",
"S100A8",
"RHOA",
"MARCO",
"XBP1",
"HIF1A",
"PPARG",
"CCL2",
"CST3",
"MANF... | [
8,
7,
3,
6,
603,
266,
263,
71,
211,
357,
442,
426,
272,
276,
438,
536,
469,
247,
102,
100,
214,
231,
253,
66,
261,
480,
468,
362,
619,
258,
448,
72,
147,
360,
379,
532,
490,
178,
46,
427,
305,
336,
23,
526,
411,
273,
26,
5... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Proliferating Myeloid | 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,
0.4214285714285715,
0.4214285714285715,
0.4214285714285... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
46.94835662841797,
469.48358154296875,
0,
0,
0,
0,
0,
0,
0,
46.94835662841797,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
46.94835662841797,
0,
... | train | aaaaciib-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaciib-1 | [
"PGC",
"SFTPC",
"SFTPD",
"CD44",
"ATF4",
"FN1",
"LAMP3",
"NAPSA",
"XBP1",
"NKX2-1",
"DMBT1",
"MGST1",
"RHOA",
"EGFR",
"PKM",
"SFTA2",
"HIST1H1C",
"ITGA3",
"CCN2",
"YAP1",
"SELENOS",
"STAT6",
"WNT5A",
"SSR3",
"KRT18",
"ITGB1",
"HERPUD1",
"LYZ",
"HLA-DRA",
"EH... | [
8,
7,
3,
6,
433,
506,
507,
100,
46,
225,
332,
394,
619,
404,
177,
369,
468,
182,
438,
504,
260,
301,
76,
620,
494,
544,
614,
541,
324,
306,
254,
357,
263,
184,
272,
266,
442,
603,
178,
180,
580,
102,
427,
258,
134,
481,
390,... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9181818181818181,
0.8363636363636363,
0.7545454545454545,
0.6727272727272727,
0.5909090909090909,
0.509090909090909,
0.509090909090909,
0.42727272727272725,
0.42727272727272725,
0.42727272727272725,
0.34545454545454546,
0.34545454545454546,
0.26363636363636367,
0.26363636363636367,
... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
101.52284240722656,
0,
0,
0,
0,
152.28427124023438,
0,
0,
0,
0,
0,
50.76142120361328,
0,
0,
50.76142120361328,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaafeg-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaafeg-1 | [
"SFTPD",
"PGC",
"NAPSA",
"SFTPC",
"HLA-DRA",
"MGST1",
"HIST1H1C",
"DUOX1",
"CD44",
"DMBT1",
"VIM",
"RHOA",
"XBP1",
"KRT8",
"ATF4",
"LAMP3",
"FN1",
"MSLN",
"SPCS3",
"SLC25A4",
"LUM",
"IDH1",
"SSR3",
"SFTA2",
"RNASE1",
"YAP1",
"DNAJB9",
"PDIA3",
"ERLEC1",
"EPA... | [
8,
7,
3,
6,
507,
433,
394,
506,
263,
369,
260,
180,
100,
177,
603,
468,
619,
328,
46,
332,
225,
384,
532,
515,
353,
276,
541,
504,
469,
620,
178,
426,
197,
193,
404,
301,
31,
526,
428,
425,
191,
182,
254,
234,
438,
494,
118,... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Proliferating Epithelial | THD0011 | [
1,
0.9249999999999999,
0.85,
0.7749999999999999,
0.7,
0.625,
0.5499999999999999,
0.475,
0.4,
0.32499999999999996,
0.32499999999999996,
0.32499999999999996,
0.32499999999999996,
0.25,
0.25,
0.25,
0.25,
0.175,
0.175,
0.175,
0.175,
0.175,
0.175,
0.175,
0.175,
0.175,
... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
225.2252197265625,
0,
0,
0,
0,
0,
45.0450439453125,
0,
0,
45.0450439453125,
0,
45.0450439453125,
0,
0,
0,
0,
0,
0,
45.0450439453125,
0,
... | train | aaaacihd-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacihd-1 | [
"SFTPC",
"PGC",
"SFTPD",
"NAPSA",
"DMBT1",
"DUOX1",
"YAP1",
"CD44",
"NKX2-1",
"TOP1",
"MGST1",
"ATF4",
"FN1",
"SEC11C",
"PDIA4",
"PDIA3",
"XBP1",
"VIM",
"PKM",
"RHOA",
"EPAS1",
"SPCS2",
"LAMP3",
"IDH1",
"ITGA3",
"HLA-DRA",
"HYOU1",
"NUCB2",
"CFTR",
"HMOX1",
... | [
8,
7,
3,
6,
506,
433,
507,
394,
177,
180,
620,
100,
404,
580,
369,
46,
225,
490,
427,
426,
619,
603,
438,
468,
193,
531,
332,
276,
301,
263,
273,
408,
120,
266,
261,
194,
224,
530,
258,
247,
389,
504,
481,
260,
541,
275,
431... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
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,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9,
0.9,
0.8,
0.7000000000000001,
0.7000000000000001,
0.6,
0.6,
0.5,
0.5,
0.5,
0.4,
0.4,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.30000000000000004,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
0.2,
... |
[
[
0,
0,
0,
0,
0,
27.322404861450195,
0,
81.96721649169922,
109.28961944580078,
27.322404861450195,
0,
0,
0,
0,
109.28961944580078,
27.322404861450195,
0,
0,
0,
54.64480972290039,
0,
27.322404861450195,
0,
54.644809722900... | train | aaaaaeno-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaeno-1 | [
"VIM",
"HMOX1",
"HLA-DRA",
"HSPA5",
"LYZ",
"MARCO",
"PLIN2",
"CD68",
"PDIA3",
"IDH1",
"XBP1",
"CCL18",
"CD44",
"RHOA",
"CST3",
"PDIA4",
"EPAS1",
"C1QC",
"HAVCR2",
"MS4A7",
"HIF1A",
"PDIA6",
"ATF4",
"PPARG",
"AKR1C2",
"PECAM1",
"HERPUD1",
"SPCS2",
"AKR1C1",
"... | [
8,
7,
3,
6,
603,
266,
263,
272,
357,
362,
442,
102,
426,
276,
619,
71,
100,
468,
147,
427,
193,
66,
253,
383,
258,
428,
46,
448,
27,
431,
254,
531,
26,
438,
481,
411,
261,
369,
287,
494,
80,
260,
273,
346,
433,
151,
456,
3... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
1,
0,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SPP1+ Macrophages | THD0011 | [
1,
0.94375,
0.8875,
0.83125,
0.775,
0.71875,
0.6625,
0.60625,
0.55,
0.55,
0.49375,
0.49375,
0.4375,
0.38125,
0.38125,
0.325,
0.325,
0.26875000000000004,
0.26875000000000004,
0.26875000000000004,
0.26875000000000004,
0.26875000000000004,
0.26875000000000004,
0.2687500000... |
[
[
0,
0,
105.2631607055664,
0,
0,
157.89474487304688,
0,
0,
0,
0,
0,
0,
0,
0,
157.89474487304688,
0,
52.6315803527832,
0,
0,
105.2631607055664,
0,
0,
0,
52.6315803527832,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaaemp-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaemp-1 | [
"VIM",
"SPARCL1",
"LUM",
"EPAS1",
"RNASE1",
"HLA-DRA",
"PDGFRB",
"LYZ",
"MEG3",
"PDIA3",
"HMOX1",
"ITGB1",
"HIST1H1C",
"HERPUD1",
"ATF4",
"FCN3",
"RHOA",
"AIF1",
"SPCS3",
"FN1",
"HEY1",
"DCN",
"IL7R",
"MKI67",
"MRC1",
"PCNA",
"PDIA4",
"SFTPD",
"STAT6",
"CTNN... | [
8,
7,
3,
6,
603,
530,
353,
193,
469,
263,
425,
357,
366,
426,
266,
306,
260,
254,
46,
217,
468,
23,
532,
225,
257,
169,
294,
371,
379,
420,
427,
507,
544,
151,
135,
621,
14,
52,
211,
332,
206,
202,
197,
490,
182,
504,
506,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Alveolar FBs | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.7428571428571429,
0.7428571428571429,
0.7428571428571429,
0.6142857142857143,
0.6142857142857143,
0.6142857142857143,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
... |
[
[
0,
0,
0,
0,
35.84229278564453,
35.84229278564453,
0,
0,
0,
0,
0,
0,
0,
35.84229278564453,
215.0537567138672,
0,
0,
0,
0,
0,
35.84229278564453,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaacije-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaacije-1 | [
"SFTPC",
"SFTPD",
"PGC",
"NAPSA",
"CD44",
"NKX2-1",
"XBP1",
"MGST1",
"LAMP3",
"DUOX1",
"RNASE1",
"HIST1H1C",
"DMBT1",
"ATF4",
"ITGB1",
"PDIA3",
"FN1",
"RHOA",
"YAP1",
"SSR3",
"PLIN2",
"KRT18",
"GKN2",
"EPCAM",
"EPAS1",
"VIM",
"HLA-DRA",
"SOD2",
"HMOX1",
"SPC... | [
8,
7,
3,
6,
506,
507,
433,
394,
100,
404,
619,
369,
332,
180,
469,
260,
177,
46,
306,
426,
225,
468,
620,
541,
442,
324,
234,
194,
193,
603,
263,
526,
266,
531,
273,
353,
328,
427,
580,
504,
151,
247,
147,
137,
116,
490,
261... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 | [
1,
0.9400000000000001,
0.88,
0.8200000000000001,
0.76,
0.76,
0.7000000000000001,
0.64,
0.5800000000000001,
0.52,
0.4600000000000001,
0.4,
0.4,
0.34,
0.28,
0.28,
0.28,
0.28,
0.22000000000000003,
0.22000000000000003,
0.22000000000000003,
0.22000000000000003,
0.2200000000000... |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
388.3495178222656,
0,
0,
0,
0,
0,
0,
0,
0,
194.1747589111328,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaaenm-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaenm-1 | [
"SFTPC",
"SFTPD",
"PGC",
"DMBT1",
"SCGB3A2",
"XBP1",
"CD44",
"MGST1",
"ATF4",
"EPAS1",
"NAPSA",
"BCL2L1",
"HERPUD1",
"RHOA",
"PKM",
"RNASE1",
"HIST1H1C",
"STAT6",
"DUOX1",
"SPCS2",
"SOD2",
"MANF",
"SEC11C",
"GKN2",
"SLC25A37",
"SSR3",
"HYOU1",
"HLA-DRA",
"SFTA... | [
8,
7,
3,
6,
506,
507,
433,
177,
489,
619,
100,
369,
46,
193,
394,
58,
254,
468,
438,
469,
260,
544,
180,
531,
526,
360,
490,
234,
514,
541,
273,
263,
504,
603,
620,
610,
426,
194,
614,
408,
450,
306,
301,
618
] | [
[
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
],
[
1,
0,
1,
1... | AT2 | THD0011 | [
1,
0.8875,
0.775,
0.775,
0.6625,
0.6625,
0.55,
0.4375,
0.4375,
0.325,
0.325,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
... |
[
[
0,
0,
119.76048278808594,
0,
0,
119.76048278808594,
0,
0,
0,
0,
0,
0,
0,
59.88024139404297,
239.52096557617188,
0,
0,
0,
0,
59.88024139404297,
0,
0,
0,
0,
119.76048278808594,
0,
59.88024139404297,
0,
... | train | aaaaaelh-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaelh-1 | [
"VIM",
"IL7R",
"LYZ",
"HLA-DRA",
"CD44",
"SOD2",
"MS4A7",
"HLA-DQA1",
"EPAS1",
"RNASE1",
"PTPRC",
"TRAC",
"ATF4",
"CXCR4",
"CD2",
"ITGAE",
"CD3E",
"FCER1G",
"CCN2",
"CD247",
"PKM",
"MRC1",
"PDIA3",
"HIF1A",
"FKBP11",
"STAT1",
"IL32",
"PGC",
"ITGB1",
"AIF1",
... | [
8,
7,
3,
6,
603,
294,
357,
263,
100,
526,
383,
261,
193,
469,
456,
585,
46,
163,
85,
302,
95,
211,
76,
87,
438,
379,
426,
258,
224,
542,
291,
433,
306,
23,
14,
59,
96,
150,
102,
207,
420,
225,
262,
45,
103,
260,
324,
254,
... | [
[
0,
1,
1,
1,
1,
0,
1,
1,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | T-cells | THD0011 | [
1,
0.8875,
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,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.21250000000000002,
0.212... |
[
[
0,
0,
260.86956787109375,
0,
0,
173.9130401611328,
0,
0,
0,
0,
0,
0,
0,
0,
86.9565200805664,
0,
0,
0,
86.9565200805664,
0,
0,
0,
0,
86.9565200805664,
0,
0,
0,
0,
0,
0,
0,
0,
0,
9... | train | aaaaaeke-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaeke-1 | [
"VIM",
"CCL2",
"SPP1",
"CD44",
"LYZ",
"HLA-DRA",
"ACTA2",
"PGC",
"MARCO",
"NAPSA",
"DMBT1",
"FCGR3A",
"SPCS2",
"CD68",
"SFTA2",
"RNASE1",
"SFTPD",
"SFTPC",
"XBP1",
"PKM",
"AIF1",
"PLIN2",
"AXIN2",
"NKX2-1",
"STAT6",
"HIF1A",
"EPAS1",
"DUOX1",
"PDIA6",
"GSR",... | [
8,
7,
3,
6,
603,
72,
536,
100,
357,
263,
14,
433,
362,
394,
177,
214,
531,
102,
504,
469,
507,
506,
619,
438,
23,
442,
51,
404,
544,
258,
193,
180,
428,
247,
431,
242,
490,
494,
303,
46,
427,
594,
409,
266,
211,
580,
58,
1... | [
[
0,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Interstitial Macrophages | THD0011 | [
1,
0.8714285714285716,
0.7428571428571429,
0.6142857142857143,
0.6142857142857143,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.3571428571428572,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.2285714285714286,
0.... |
[
[
0,
0,
61.7283935546875,
0,
0,
61.7283935546875,
0,
0,
0,
0,
0,
0,
0,
0,
123.456787109375,
61.7283935546875,
61.7283935546875,
0,
0,
0,
0,
0,
0,
123.456787109375,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaaffm-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaffm-1 | [
"PTGDS",
"SFTPD",
"EPAS1",
"HMOX1",
"PDIA3",
"PGC",
"NAPSA",
"HERPUD1",
"VIM",
"FN1",
"LUM",
"ITGB1",
"SPARCL1",
"LAMP3",
"KDR",
"EGFR",
"COL3A1",
"DMBT1",
"PDGFRA",
"CD14",
"SOD2",
"COL1A2",
"SPCS2",
"DCN",
"ERLEC1",
"SFTPC",
"SEC11C",
"ZEB1",
"ATF4",
"HLA-... | [
8,
7,
3,
6,
454,
507,
193,
266,
426,
433,
394,
254,
603,
225,
353,
306,
530,
332,
312,
182,
136,
177,
424,
80,
526,
135,
531,
169,
197,
506,
490,
621,
46,
263,
260,
58,
383,
357,
369,
151,
272,
231,
504,
620,
303,
519,
304,
... | [
[
0,
1,
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,
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,
0.6142857142857143,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.48571428571428577,
0.3571428571428572,
0.3571428571428572... |
[
[
0,
0,
0,
210.5263214111328,
0,
0,
0,
0,
105.2631607055664,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
210.5263214111328,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaaeog-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaeog-1 | [
"EPAS1",
"IL7R",
"VIM",
"PECAM1",
"FCN3",
"HIST1H1C",
"RHOA",
"CTNNB1",
"HMOX1",
"PGC",
"SFTPD",
"BMPR2",
"RNASE1",
"AGER",
"CST3",
"ITGA3",
"LUM",
"HERPUD1",
"HLA-DQA1",
"MGST1",
"SMAD4",
"COL1A2",
"CD44",
"CD34",
"YAP1",
"PKM",
"PPARG",
"DCN",
"SPCS3",
"IT... | [
8,
7,
3,
6,
193,
294,
603,
431,
217,
260,
468,
151,
266,
433,
507,
61,
469,
21,
147,
301,
353,
254,
261,
369,
519,
135,
100,
92,
620,
438,
448,
169,
532,
304,
410,
349,
275,
459,
542,
306,
619,
618,
27,
590,
602
] | [
[
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
],
[
1,
0,
1... | gCap | THD0011 | [
1,
0.85,
0.7,
0.7,
0.5499999999999999,
0.5499999999999999,
0.5499999999999999,
0.4,
0.4,
0.4,
0.4,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.25,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,
0.1,... |
[
[
0,
0,
34.96503448486328,
0,
0,
0,
0,
34.96503448486328,
34.96503448486328,
69.93006896972656,
0,
0,
0,
104.89510345458984,
244.7552490234375,
34.96503448486328,
0,
0,
0,
0,
0,
0,
34.96503448486328,
69.93006896972656,
... | train | aaaaaeoa-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaeoa-1 | [
"VIM",
"LYZ",
"HMOX1",
"HLA-DRA",
"MS4A7",
"SOD2",
"HLA-DQA1",
"PLIN2",
"ATF4",
"MARCO",
"CD68",
"RHOA",
"CTNNB1",
"STAT1",
"XBP1",
"FCER1G",
"PDIA3",
"IDH1",
"PKM",
"EHMT1",
"ATF3",
"CD44",
"PPARG",
"STAT6",
"MGST1",
"OAS3",
"HIST1H1C",
"C1QC",
"ICAM1",
"TG... | [
8,
7,
3,
6,
603,
357,
266,
263,
383,
526,
261,
442,
46,
362,
102,
468,
151,
542,
619,
211,
426,
276,
438,
184,
45,
100,
448,
544,
369,
411,
260,
66,
275,
556,
272,
536,
513,
80,
101,
171,
147,
31,
390,
594,
58,
410,
456,
2... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
0,
1,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SPP1+ Macrophages | THD0011 | [
1,
0.9307692307692308,
0.8615384615384616,
0.7923076923076923,
0.7230769230769231,
0.6538461538461539,
0.5846153846153846,
0.5846153846153846,
0.5153846153846154,
0.4461538461538461,
0.4461538461538461,
0.3769230769230769,
0.3769230769230769,
0.3769230769230769,
0.3769230769230769,
0.3... |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.