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 |
|---|---|---|---|---|---|---|---|---|---|
[
[
0,
0,
347.22222900390625,
0,
0,
0,
0,
0,
0,
69.44444274902344,
0,
0,
0,
0,
138.88888549804688,
0,
0,
0,
69.44444274902344,
0,
0,
0,
0,
69.44444274902344,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaafjnk-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaafjnk-1 | [
"PCNA",
"HIST1H1C",
"PDIA3",
"VIM",
"KRT18",
"EPCAM",
"PKM",
"HMGA1",
"ACTA2",
"NKX2-1",
"IDH1",
"PDIA4",
"YAP1",
"FN1",
"NAPSA",
"RHOA",
"KRT8",
"CST3",
"LUM",
"MGST1",
"CEACAM6",
"MYC",
"STAT6",
"CD44",
"XBP1",
"MKI67",
"ITGB1",
"NUTF2",
"CTNNB1",
"UBE2J1"... | [
8,
7,
3,
6,
420,
260,
426,
603,
324,
194,
438,
264,
14,
404,
276,
427,
620,
225,
394,
468,
328,
147,
353,
369,
117,
389,
544,
100,
619,
371,
306,
409,
151,
594,
532,
46,
360,
526,
182,
193,
205,
184,
197,
180,
114,
247,
411,... | [
[
0,
0,
1,
1,
1,
1,
0,
1,
1,
0,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Proliferating Epithelial | THD0011 |
[
[
0,
0,
31.15264892578125,
0,
0,
0,
0,
155.76324462890625,
0,
62.3052978515625,
0,
0,
0,
0,
62.3052978515625,
0,
0,
0,
31.15264892578125,
31.15264892578125,
0,
93.45794677734375,
0,
0,
0,
0,
31.15264892578125... | train | aaaagkdg-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaagkdg-1 | [
"SFTPC",
"HIST1H1C",
"SFTPD",
"TOP2A",
"PGC",
"MKI67",
"NAPSA",
"MGST1",
"EPCAM",
"SFTA2",
"CD44",
"CDK1",
"KRT18",
"DMBT1",
"NKX2-1",
"HIF1A",
"CCNB2",
"IDH1",
"PDIA3",
"XBP1",
"AKR1C1",
"KRT8",
"RHOA",
"CTNNB1",
"LUM",
"YAP1",
"VIM",
"HMGA1",
"SOD2",
"RTKN... | [
8,
7,
3,
6,
506,
260,
507,
581,
433,
371,
394,
369,
194,
504,
100,
114,
324,
177,
404,
258,
78,
276,
426,
619,
26,
328,
468,
151,
353,
620,
603,
264,
526,
473,
427,
224,
55,
247,
409,
180,
438,
489,
254,
273,
408,
197,
193,
... | [
[
0,
1,
1,
1,
1,
1,
0,
1,
0,
1,
0,
0,
1,
0,
0,
0,
0,
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,... | Proliferating Epithelial | THD0011 |
[
[
0,
0,
105.82010650634766,
0,
0,
52.91005325317383,
0,
0,
0,
0,
0,
0,
0,
52.91005325317383,
52.91005325317383,
52.91005325317383,
52.91005325317383,
0,
0,
0,
0,
0,
52.91005325317383,
52.91005325317383,
0,
0,
... | train | aaaafjod-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaafjod-1 | [
"VIM",
"LYZ",
"FN1",
"HLA-DQA1",
"MS4A7",
"CD44",
"HLA-DRA",
"FCER1G",
"MRC1",
"HAVCR2",
"CCL18",
"PTPRC",
"XBP1",
"IDH1",
"PECAM1",
"VEGFA",
"SOD2",
"ITGAX",
"LUM",
"ICAM1",
"IL7R",
"PDIA3",
"SPRY2",
"CD3E",
"NFKB1",
"CTNNB1",
"STAT6",
"GPR183",
"HIF1A",
"A... | [
8,
7,
3,
6,
603,
357,
225,
261,
383,
100,
263,
211,
379,
253,
71,
456,
619,
276,
431,
602,
526,
305,
353,
275,
294,
426,
537,
95,
400,
151,
544,
242,
258,
14,
328,
306,
304,
296,
102,
260,
363,
394,
524,
504,
264,
489,
273,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Macrophages | THD0011 |
[
[
0,
0,
58.82352828979492,
0,
0,
58.82352828979492,
0,
58.82352828979492,
0,
0,
0,
0,
0,
0,
352.941162109375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
58.82352828979492,
0,
0,
0,
0,
0,
0,
0,
58.8235... | train | aaaafjma-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaafjma-1 | [
"VIM",
"HLA-DRA",
"MRC1",
"HIF1A",
"CD68",
"FCER1G",
"LYZ",
"ATF4",
"XBP1",
"RHOA",
"PKM",
"PDIA3",
"RNASE1",
"HERPUD1",
"SOD2",
"CD14",
"MCEMP1",
"PPARG",
"MARCO",
"ITGAX",
"PLIN2",
"ITGB1",
"EPAS1",
"CTNNB1",
"IL7R",
"MS4A7",
"ICAM1",
"GPR183",
"VEGFA",
"C... | [
8,
7,
3,
6,
603,
263,
379,
258,
102,
211,
357,
46,
619,
468,
438,
426,
469,
254,
526,
80,
363,
448,
362,
305,
442,
306,
193,
151,
294,
383,
275,
242,
602,
147,
515,
519,
171,
490,
507,
514,
409,
427,
197,
420,
214,
253,
261,... | [
[
0,
1,
0,
1,
0,
1,
0,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SPP1+ Macrophages | THD0011 |
[
[
0,
0,
114.9425277709961,
57.47126388549805,
0,
172.41378784179688,
0,
0,
0,
0,
0,
0,
0,
57.47126388549805,
57.47126388549805,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
57.47126388549805,
0,
0,
0,
172... | train | aaaafjnd-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaafjnd-1 | [
"VIM",
"LYZ",
"LUM",
"HLA-DRA",
"COL3A1",
"SPARCL1",
"FN1",
"FCN3",
"HIF1A",
"MRC1",
"ZEB1",
"COL1A1",
"HLA-DQA1",
"PDIA3",
"COL1A2",
"HIST1H1C",
"CA4",
"SOD2",
"AIF1",
"TGFB1",
"HLA-DQB1",
"PDIA4",
"PDIA6",
"PECAM1",
"RHOA",
"FGF7",
"FCGR3A",
"DCN",
"SPCS3",
... | [
8,
7,
3,
6,
603,
357,
353,
263,
136,
530,
225,
217,
258,
379,
621,
134,
261,
426,
135,
260,
68,
526,
23,
556,
262,
427,
428,
431,
468,
221,
214,
169,
532,
92,
276,
294,
14,
542,
61,
21,
147,
151,
506,
490,
193,
211,
469,
4... | [
[
0,
1,
1,
1,
0,
0,
0,
1,
0,
0,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 |
[
[
0,
1160.7142333984375,
89.28571319580078,
0,
0,
0,
0,
0,
0,
89.28571319580078,
0,
0,
0,
0,
178.57142639160156,
89.28571319580078,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
89.28571319580078,
0,
0,
0,
0,... | train | aaaafjpc-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaafjpc-1 | [
"EPAS1",
"ACKR1",
"VIM",
"PECAM1",
"RHOA",
"SPARCL1",
"SOD2",
"WWTR1",
"COL1A1",
"FN1",
"COL1A2",
"COL3A1",
"PTGDS",
"UBE2J1",
"NFKB1",
"ITGB1",
"XBP1",
"HERPUD1",
"HIF1A",
"ATF4",
"PDIA3",
"LEF1",
"HSPA5",
"LMAN1",
"HIST1H1C",
"RNASE1",
"LUM",
"POSTN",
"PLVAP... | [
8,
7,
3,
6,
193,
13,
603,
431,
468,
530,
526,
618,
134,
225,
135,
136,
454,
594,
400,
306,
619,
254,
258,
46,
426,
335,
272,
346,
260,
469,
353,
446,
445,
438,
182,
389,
544,
169,
79,
294,
600,
61,
47,
31,
14,
597
] | [
[
0,
1,
1,
1,
1,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
[
1,
0... | Venous | THD0011 |
[
[
0,
0,
69.44444274902344,
0,
0,
173.61111450195312,
0,
0,
34.72222137451172,
69.44444274902344,
0,
0,
0,
0,
34.72222137451172,
34.72222137451172,
34.72222137451172,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0... | train | aaaahbcg-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaahbcg-1 | [
"VIM",
"COL1A1",
"CCL18",
"IDH1",
"CD44",
"HLA-DRA",
"LYZ",
"FCER1G",
"COL3A1",
"FN1",
"PKM",
"RHOA",
"PDIA3",
"CD14",
"LUM",
"CTNNB1",
"AIF1",
"COL1A2",
"MRC1",
"ITGB1",
"HIST1H1C",
"CD68",
"CST3",
"HERPUD1",
"SOD2",
"STAT6",
"XBP1",
"PTPRC",
"CD4",
"GSR",
... | [
8,
7,
3,
6,
603,
134,
71,
276,
100,
263,
357,
211,
136,
225,
438,
468,
426,
80,
353,
151,
23,
135,
379,
306,
260,
102,
147,
254,
526,
544,
619,
456,
97,
247,
264,
221,
304,
193,
184,
169,
336,
258,
328,
383,
14,
602,
556,
... | [
[
0,
0,
1,
1,
0,
1,
1,
0,
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,... | Macrophages | THD0011 |
[
[
0,
169.4915313720703,
84.74576568603516,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
169.4915313720703,
84.74576568603516,
84.74576568603516,
0,
0,
0,
0,
0,
0,
0,
0,
0,
84.74576568603516,
0,
0,
0,
0,
... | train | aaaafjol-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaafjol-1 | [
"EPAS1",
"VIM",
"PECAM1",
"SPARCL1",
"RNASE1",
"IL7R",
"RHOA",
"PLVAP",
"CTNNB1",
"PTGDS",
"EHMT1",
"NUTF2",
"FCN3",
"HERPUD1",
"ICAM1",
"PDIA3",
"CD14",
"RAMP2",
"ATF4",
"ACKR1",
"JCHAIN",
"SPCS3",
"ATF6",
"LTF",
"SOD2",
"SNCA",
"CD68",
"CD69",
"HLA-DQA1",
... | [
8,
7,
3,
6,
193,
603,
431,
530,
469,
294,
468,
445,
151,
454,
184,
409,
217,
254,
275,
426,
80,
459,
46,
13,
310,
532,
47,
352,
526,
524,
102,
103,
261,
519,
260,
14,
494,
126,
472,
149,
225,
306,
619,
408,
618,
438,
258,
... | [
[
0,
1,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Venous | THD0011 |
[
[
0,
0,
235.2941131591797,
0,
0,
0,
0,
0,
117.64705657958984,
0,
0,
0,
0,
0,
352.941162109375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
117.64705657958984,
0,
0,
0,
0,
0,
0,
0,
117.64705657958984,
... | train | aaaaaiic-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaiic-1 | [
"VIM",
"IL7R",
"LUM",
"COL1A2",
"IDH1",
"CXCR4",
"CST3",
"ATF4",
"KLRB1",
"PTPRC",
"FN1",
"PKM",
"ACTA2",
"COL1A1",
"GCLM",
"CD3E",
"COL3A1",
"RHOA",
"CD3G",
"HLA-DRA",
"HERPUD1",
"TNFRSF13C",
"XBP1",
"LPAR2",
"TGFB1",
"CTNNB1",
"RNASE1",
"CCL18",
"FKBP11",
... | [
8,
7,
3,
6,
603,
294,
353,
135,
276,
163,
147,
46,
316,
456,
225,
438,
14,
134,
231,
95,
136,
468,
96,
263,
254,
574,
619,
349,
556,
151,
469,
71,
224,
400,
106,
319,
442,
306,
193,
433,
303,
383,
596,
300,
296,
248,
27,
5... | [
[
0,
1,
0,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | T-cells | THD0011 |
[
[
0,
0,
344.82757568359375,
0,
0,
114.9425277709961,
0,
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,
0,
0,
0,
0,
0,
0,
0,... | train | aaaaaikn-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaikn-1 | [
"VIM",
"RHOA",
"MS4A7",
"CXCR4",
"ITGB1",
"ACTA2",
"GZMB",
"CD68",
"FCGR3A",
"PTPRC",
"IRF1",
"COL1A2",
"PCNA",
"ITGAX",
"EPAS1",
"STAT1",
"PDIA3",
"NUTF2",
"HIST1H1C",
"LYZ",
"SPCS2",
"SPARCL1",
"PDIA6",
"ERLEC1",
"CD4",
"CD52",
"PDIA4",
"CD69",
"PTGDS",
"S... | [
8,
7,
3,
6,
603,
468,
383,
163,
306,
14,
249,
102,
214,
456,
296,
135,
420,
305,
193,
542,
426,
409,
260,
357,
531,
530,
428,
197,
97,
101,
427,
103,
454,
513,
506,
118,
211,
389,
80,
147,
438,
519,
514,
250,
431,
544,
594,
... | [
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
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 |
[
[
0,
0,
0,
0,
0,
0,
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,
114.9... | train | aaaagljn-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaagljn-1 | [
"VIM",
"PDIA3",
"PTPRC",
"SFTPC",
"CD2",
"LUM",
"RHOA",
"COL1A1",
"COL1A2",
"CD3D",
"TGFB1",
"POSTN",
"MGST1",
"CD8A",
"CD86",
"HIF1A",
"SPARCL1",
"CD3G",
"FABP4",
"CD27",
"HERPUD1",
"CD247",
"CD69",
"HIST1H1C",
"KLRC1",
"SFTPD",
"CENPF",
"SFTA2",
"COL3A1",
... | [
8,
7,
3,
6,
603,
426,
456,
506,
85,
353,
468,
134,
135,
94,
556,
446,
369,
110,
109,
258,
530,
96,
202,
88,
254,
87,
103,
260,
317,
507,
118,
504,
136,
224,
409,
221,
469,
163,
450,
182,
438,
206,
194,
249,
263,
526,
620,
... | [
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
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 |
[
[
0,
0,
0,
0,
0,
111.11111450195312,
0,
0,
0,
111.11111450195312,
0,
0,
0,
0,
0,
0,
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 | aaaaaion-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaion-1 | [
"VIM",
"FN1",
"LUM",
"CD44",
"COL1A2",
"IL7R",
"POSTN",
"SOD2",
"PTPRC",
"CST3",
"COL3A1",
"HLA-DRA",
"HSPA5",
"SPARCL1",
"ITGB1",
"CD52",
"PKM",
"RHOA",
"CXCL9",
"CD3E",
"DCN",
"PTGDS",
"PLIN2",
"PDIA3",
"FCGR3A",
"NUTF2",
"ITGAV",
"KLRB1",
"KRT8",
"HMGA1",... | [
8,
7,
3,
6,
603,
225,
353,
100,
135,
294,
446,
526,
456,
147,
136,
263,
272,
530,
306,
101,
438,
468,
162,
95,
169,
454,
442,
426,
214,
409,
304,
316,
328,
264,
261,
357,
358,
410,
254,
242,
379,
383,
394,
400,
87,
408,
253,... | [
[
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,... | T-cells | THD0011 |
[
[
0,
0,
94.3396224975586,
0,
0,
0,
0,
94.3396224975586,
0,
94.3396224975586,
0,
0,
0,
0,
283.01885986328125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaagkdh-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaagkdh-1 | [
"SFTPD",
"PDIA3",
"PTPRC",
"SFTPC",
"FN1",
"EPCAM",
"SPARCL1",
"HIST1H1C",
"ICAM1",
"TOP1",
"ATF4",
"MGST1",
"KRT18",
"HEY1",
"ITGB1",
"CCN2",
"HSPA5",
"SFTA2",
"RHOA",
"PKM",
"POSTN",
"DUOX1",
"CD44",
"PECAM1",
"EPAS1",
"KRT8",
"KDR",
"HERPUD1",
"SCGB3A2",
... | [
8,
7,
3,
6,
507,
426,
456,
506,
225,
194,
530,
260,
275,
580,
46,
369,
324,
257,
306,
76,
272,
504,
468,
438,
446,
180,
100,
431,
193,
328,
312,
254,
489,
394,
14,
239,
404,
248,
147,
528,
151,
214,
619,
450,
448,
211,
178,
... | [
[
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | NK cells | THD0011 |
[
[
0,
0,
72.9926986694336,
0,
0,
0,
0,
145.9853973388672,
72.9926986694336,
0,
0,
0,
0,
0,
72.9926986694336,
0,
145.9853973388672,
0,
145.9853973388672,
72.9926986694336,
0,
72.9926986694336,
0,
0,
0,
0,
0,
... | train | aaaaailp-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaailp-1 | [
"VIM",
"LUM",
"COL1A2",
"DCN",
"FN1",
"SOD2",
"COL3A1",
"PTGDS",
"PDGFRA",
"PPARG",
"COL1A1",
"ICAM1",
"EPAS1",
"SPARCL1",
"EGFR",
"CSPG4",
"SOX4",
"AKR1C1",
"ITGAV",
"WWTR1",
"ATG7",
"CD44",
"TGFB1",
"HERPUD1",
"HIST1H1C",
"AXIN2",
"SMAD4",
"CST3",
"RHOA",
... | [
8,
7,
3,
6,
603,
353,
135,
169,
225,
526,
136,
454,
424,
448,
134,
275,
193,
530,
182,
146,
528,
26,
304,
618,
48,
100,
556,
254,
260,
51,
519,
147,
468,
513,
621,
178,
426,
400,
384,
247,
369,
258,
273,
278,
336,
306,
446,
... | [
[
0,
1,
1,
1,
1,
1,
0,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Fibroblasts | THD0011 |
[
[
0,
0,
68.25938415527344,
0,
0,
102.38907623291016,
0,
0,
0,
0,
0,
0,
0,
0,
102.38907623291016,
0,
34.12969207763672,
68.25938415527344,
0,
0,
0,
34.12969207763672,
0,
34.12969207763672,
0,
0,
0,
0,
... | train | aaaafjmc-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaafjmc-1 | [
"VIM",
"LYZ",
"HLA-DRA",
"MRC1",
"FCER1G",
"MARCO",
"CCL18",
"XBP1",
"IDH1",
"HERPUD1",
"CD68",
"RHOA",
"CTNNB1",
"MS4A7",
"S100A8",
"CST3",
"HIF1A",
"PKM",
"HLA-DQA1",
"IL7R",
"SSR3",
"FCGR3A",
"C1QC",
"HAVCR2",
"CD44",
"ATF4",
"ITGAM",
"AIF1",
"ITGAV",
"SE... | [
8,
7,
3,
6,
603,
357,
263,
379,
211,
362,
71,
619,
276,
254,
102,
468,
151,
383,
480,
147,
258,
438,
261,
294,
541,
214,
66,
253,
100,
46,
303,
23,
304,
490,
266,
426,
456,
169,
428,
528,
442,
136,
556,
514,
231,
225,
390,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Macrophages | THD0011 |
[
[
0,
0,
49.261085510253906,
49.261085510253906,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
98.52217102050781,
0,
0,
0,
0,
147.78326416015625,
0,
147.78326416015625,
0,
147.78326416015625,
0,
0,
0,
0,
0,
0,
... | train | aaaafjpa-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaafjpa-1 | [
"KRT18",
"ICAM1",
"NKX2-1",
"ITGB1",
"KRT8",
"RHOA",
"PKM",
"HIF1A",
"EPCAM",
"IDH1",
"PDIA3",
"CD44",
"ITGA3",
"TOP1",
"SFTPD",
"FN1",
"PPARG",
"PDIA4",
"NAPSA",
"BCL2L1",
"BAX",
"PRDX4",
"AXL",
"HMGA1",
"GCLM",
"HYOU1",
"VIM",
"COL3A1",
"XBP1",
"MGST1",
... | [
8,
7,
3,
6,
324,
275,
404,
306,
328,
468,
438,
258,
194,
276,
426,
100,
301,
580,
507,
225,
448,
427,
394,
58,
55,
450,
52,
264,
231,
273,
603,
136,
619,
369,
180,
193,
532,
442,
478,
544,
234,
326,
390,
389,
620,
346,
371,
... | [
[
0,
1,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Proliferating Epithelial | THD0011 |
[
[
0,
0,
63.69426727294922,
0,
0,
0,
0,
0,
63.69426727294922,
127.38853454589844,
0,
0,
0,
0,
63.69426727294922,
0,
0,
63.69426727294922,
0,
63.69426727294922,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaffng-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaffng-1 | [
"FN1",
"VIM",
"LUM",
"COL3A1",
"KRT8",
"COL1A2",
"IL7R",
"PDIA3",
"PTGDS",
"SOD2",
"POSTN",
"EPAS1",
"NUTF2",
"HIST1H1C",
"SPARCL1",
"XBP1",
"COL1A1",
"DCN",
"HSPA5",
"YAP1",
"ITGAV",
"HERPUD1",
"NKX2-1",
"CD247",
"ANKRD28",
"PKM",
"ICAM1",
"PPARG",
"PTPRC",
... | [
8,
7,
3,
6,
225,
603,
353,
136,
328,
135,
294,
426,
454,
526,
446,
193,
409,
260,
530,
619,
134,
169,
272,
620,
304,
254,
404,
87,
31,
438,
275,
448,
456,
424,
273,
163,
255,
151,
221,
258,
211,
205,
264,
194,
357,
280,
600,... | [
[
0,
1,
1,
1,
0,
1,
1,
0,
1,
1,
1,
1,
1,
1,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | T-cells | THD0011 |
[
[
0,
0,
44.64285659790039,
0,
0,
0,
0,
0,
0,
44.64285659790039,
0,
0,
0,
44.64285659790039,
178.57142639160156,
44.64285659790039,
44.64285659790039,
0,
0,
223.2142791748047,
0,
178.57142639160156,
0,
133.92857360839844,... | train | aaaaaipp-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaipp-1 | [
"KRT18",
"HIST1H1C",
"EPCAM",
"PDIA3",
"PKM",
"PCNA",
"KRT8",
"HMGA1",
"YAP1",
"AXL",
"RHOA",
"BAX",
"S100A2",
"PDIA6",
"LMAN1",
"HIF1A",
"MYC",
"HYOU1",
"ATF4",
"ITGB1",
"FN1",
"EGFR",
"GCLM",
"HSPA5",
"CD44",
"SPCS2",
"MGST1",
"TOP2A",
"PDIA4",
"BCL2L1",
... | [
8,
7,
3,
6,
324,
260,
194,
426,
438,
420,
328,
264,
620,
52,
468,
55,
478,
428,
346,
258,
389,
273,
46,
306,
225,
182,
231,
272,
100,
531,
369,
581,
427,
58,
409,
371,
276,
89,
542,
544,
102,
184,
390,
450,
136,
442,
114,
... | [
[
0,
1,
1,
1,
1,
1,
0,
1,
0,
0,
1,
0,
1,
0,
0,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Proliferating Epithelial | THD0011 |
[
[
0,
0,
0,
0,
0,
99.00990295410156,
0,
0,
0,
33.003299713134766,
0,
0,
0,
33.003299713134766,
132.01319885253906,
0,
33.003299713134766,
33.003299713134766,
0,
0,
0,
33.003299713134766,
0,
33.003299713134766,
66.0065... | train | aaaafjlk-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaafjlk-1 | [
"VIM",
"HLA-DRA",
"LYZ",
"CCL18",
"CTNNB1",
"GPR183",
"IDH1",
"CD14",
"FCER1G",
"MS4A7",
"CD68",
"MRC1",
"ITGAM",
"HERPUD1",
"VEGFA",
"SOD2",
"CD44",
"PKM",
"HIF1A",
"HAVCR2",
"ATF4",
"SLC1A3",
"RNASE1",
"S100A8",
"C1QC",
"PPARG",
"ITGB1",
"AIF1",
"XBP1",
"C... | [
8,
7,
3,
6,
603,
263,
357,
71,
151,
242,
276,
80,
211,
383,
102,
379,
303,
254,
602,
526,
100,
438,
258,
253,
46,
513,
469,
480,
66,
448,
306,
23,
619,
147,
522,
541,
261,
362,
214,
468,
59,
225,
304,
428,
184,
481,
163,
4... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
1,
0,
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,... | Macrophages | THD0011 |
[
[
0,
0,
65.3594741821289,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
65.3594741821289,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaafhbp-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaafhbp-1 | [
"VIM",
"FN1",
"LUM",
"COL3A1",
"COL1A2",
"PDGFRA",
"ITGAV",
"SOD2",
"ICAM1",
"SPARCL1",
"COL1A1",
"MYC",
"FAS",
"RHOA",
"PDGFRB",
"CD44",
"SPCS3",
"PDIA3",
"PTGDS",
"PCNA",
"SOX9",
"YAP1",
"LGALS1",
"VEGFA",
"HMOX1",
"HIST1H1C",
"HIF1A",
"NHSL2",
"CD34",
"SN... | [
8,
7,
3,
6,
603,
225,
353,
136,
135,
424,
304,
526,
275,
530,
134,
389,
206,
468,
425,
100,
532,
426,
454,
420,
529,
620,
336,
602,
266,
260,
258,
401,
92,
523,
273,
102,
357,
149,
214,
448,
438,
182,
427,
193,
358,
254,
238... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Fibroblasts | THD0011 |
[
[
0,
0,
48.07692337036133,
0,
0,
96.15384674072266,
0,
144.23077392578125,
0,
48.07692337036133,
0,
0,
0,
0,
96.15384674072266,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
192.3076934814453,
0,
48.07692337036133... | train | aaaafhcc-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaafhcc-1 | [
"VIM",
"EPAS1",
"RHOA",
"WWTR1",
"PECAM1",
"ITGB1",
"FCER1G",
"PLIN2",
"HLA-DRA",
"LYZ",
"MS4A7",
"CTNNB1",
"BMPR2",
"HIST1H1C",
"CD68",
"CD34",
"IL7R",
"COL1A2",
"ISG20",
"COL3A1",
"PDIA4",
"PKM",
"HEY1",
"SELENOS",
"AKR1C1",
"UBE2J1",
"SOD2",
"NUTF2",
"MARCO... | [
8,
7,
3,
6,
603,
193,
468,
618,
431,
306,
211,
442,
263,
357,
383,
151,
61,
260,
102,
92,
294,
135,
300,
136,
427,
438,
257,
494,
26,
594,
526,
409,
362,
254,
258,
272,
426,
217,
225,
621,
46,
71,
23,
68,
296,
126,
134,
29... | [
[
0,
1,
1,
1,
0,
0,
0,
0,
1,
0,
0,
1,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 |
[
[
0,
0,
0,
0,
0,
137.61468505859375,
0,
45.871559143066406,
0,
0,
0,
0,
0,
0,
45.871559143066406,
0,
0,
0,
0,
0,
0,
0,
0,
0,
91.74311828613281,
0,
0,
0,
45.871559143066406,
0,
0,
0,
55... | train | aaaafjon-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaafjon-1 | [
"VIM",
"LYZ",
"CCL18",
"FCER1G",
"MS4A7",
"IDH1",
"HIF1A",
"PKM",
"HMOX1",
"HLA-DRA",
"CD68",
"CD44",
"MARCO",
"MRC1",
"CTNNB1",
"PPARG",
"FCGR3A",
"AIF1",
"SLC1A3",
"CD14",
"HSPA5",
"ICAM1",
"LUM",
"PDIA6",
"BCL2L11",
"COL3A1",
"PDIA3",
"ITGB1",
"RHOA",
"SE... | [
8,
7,
3,
6,
603,
357,
71,
211,
383,
276,
258,
438,
266,
263,
102,
100,
362,
379,
151,
448,
214,
23,
513,
80,
272,
275,
353,
428,
59,
136,
426,
306,
468,
494,
254,
193,
431,
442,
456,
469,
409,
147,
221,
109,
247,
480,
224,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SPP1+ Macrophages | THD0011 |
[
[
0,
0,
100,
0,
100,
0,
100,
0,
0,
0,
0,
0,
0,
200,
0,
0,
0,
0,
0,
0,
0,
100,
0,
100,
0,
0,
0,
0,
0,
0,
0,
0,
100,
0,
0,
0,
0,
0,
0,
0,
0,
100,
... | train | aaaaailb-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaailb-1 | [
"MS4A7",
"VIM",
"HMGA1",
"ITGB1",
"SNAI1",
"EPAS1",
"PKM",
"PDIA6",
"SPCS2",
"TOP1",
"STAT6",
"MYDGF",
"CSPG4",
"NHSL2",
"UCHL3",
"CTNNB1",
"MYC",
"CXCR4",
"ATF3",
"ITGAX",
"FCER1G",
"XBP1",
"HYOU1",
"HSPA5",
"EREG",
"HLA-DRA",
"SOX4",
"ERLEC1",
"SNCA",
"HIF... | [
8,
7,
3,
6,
383,
603,
264,
306,
522,
193,
438,
428,
531,
580,
544,
390,
146,
401,
596,
151,
389,
163,
45,
305,
211,
619,
273,
272,
196,
263,
528,
197,
524,
258,
194,
109,
433,
468,
249,
504,
242,
177,
135,
481,
480,
420,
411... | [
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
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 |
[
[
0,
0,
117.64705657958984,
0,
0,
0,
0,
0,
0,
58.82352828979492,
0,
0,
0,
0,
235.2941131591797,
0,
0,
0,
0,
58.82352828979492,
0,
58.82352828979492,
0,
0,
0,
0,
58.82352828979492,
0,
0,
0,
0,
... | train | aaaafjna-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaafjna-1 | [
"VIM",
"COL1A2",
"FN1",
"KRT18",
"COL3A1",
"LUM",
"PKM",
"COL1A1",
"PCNA",
"ATF4",
"NUCB2",
"RHOA",
"HMGA1",
"SLC25A4",
"NKX2-1",
"ITGB1",
"SPCS2",
"HIST1H1C",
"TOP1",
"TOP2A",
"YAP1",
"MKI67",
"TGFB1",
"CTHRC1",
"UBE2J1",
"CEACAM6",
"UCHL3",
"FGF7",
"SMAD4",
... | [
8,
7,
3,
6,
603,
135,
225,
324,
136,
353,
438,
134,
420,
46,
408,
468,
264,
515,
404,
306,
531,
260,
580,
581,
620,
371,
556,
149,
594,
117,
596,
221,
519,
304,
194,
328,
14,
619,
276,
258,
517,
514,
255,
205,
621,
231,
478,... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Fibroblasts | THD0011 |
[
[
0,
102.04081726074219,
204.08163452148438,
102.04081726074219,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
102.04081726074219,
0,
0,
204.08163452148438,
0,
0,
0,
0,
0,
0... | train | aaaafhcj-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaafhcj-1 | [
"VIM",
"EPAS1",
"SOD2",
"SPARCL1",
"PECAM1",
"FCN3",
"NUTF2",
"SPCS3",
"BMPR2",
"RHOA",
"KRT18",
"CD44",
"RNASE1",
"ITGAV",
"WWTR1",
"COL1A2",
"ACTA2",
"FN1",
"SSR3",
"POSTN",
"HSPA5",
"LUM",
"CTHRC1",
"CTNNB1",
"HEY1",
"CST3",
"HIST1H1C",
"HIF1A",
"HERPUD1",
... | [
8,
7,
3,
6,
603,
193,
526,
530,
431,
217,
409,
532,
61,
468,
324,
100,
469,
304,
618,
135,
14,
225,
541,
446,
272,
353,
149,
151,
257,
147,
260,
258,
254,
522,
136,
247,
537,
279,
428,
72,
13,
21,
619,
306,
197,
184,
426,
... | [
[
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,... | Arteriole | THD0011 |
[
[
0,
0,
429.4478454589844,
0,
0,
61.349693298339844,
0,
0,
0,
0,
0,
0,
0,
0,
61.349693298339844,
0,
122.69938659667969,
0,
61.349693298339844,
0,
0,
0,
0,
61.349693298339844,
0,
0,
0,
0,
61.3496932983... | train | aaaafhck-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaafhck-1 | [
"VIM",
"HLA-DRA",
"LYZ",
"ACTA2",
"EPAS1",
"SPP1",
"PDIA3",
"SPARCL1",
"CSPG4",
"PDGFRB",
"ITGB1",
"MCEMP1",
"COL1A2",
"RHOA",
"CD44",
"FCER1G",
"MS4A7",
"HYOU1",
"LUM",
"MRC1",
"HLA-DQA1",
"GPR183",
"FCGR3A",
"IFIT3",
"IL7R",
"UBE2J1",
"ATG7",
"TREM2",
"SPCS3... | [
8,
7,
3,
6,
603,
263,
357,
14,
193,
536,
426,
530,
146,
425,
306,
363,
135,
468,
100,
211,
383,
273,
353,
379,
261,
242,
214,
280,
294,
594,
48,
586,
532,
369,
136,
151,
180,
184,
194,
558,
531,
253,
528,
524,
272,
490,
276,... | [
[
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,... | Macrophages | THD0011 |
[
[
0,
0,
96.15384674072266,
0,
0,
288.4615478515625,
0,
0,
0,
0,
0,
0,
0,
0,
96.15384674072266,
0,
96.15384674072266,
0,
0,
0,
0,
0,
0,
0,
0,
0,
288.4615478515625,
0,
0,
0,
0,
0,
0,
... | train | aaaafhcf-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaafhcf-1 | [
"VIM",
"HLA-DRA",
"PTPRC",
"CD44",
"EPAS1",
"CD14",
"PKM",
"BMPR2",
"PDIA3",
"ITGB1",
"AIF1",
"SPARCL1",
"HIF1A",
"SSR3",
"FCER1G",
"LYZ",
"VEGFA",
"HSPA5",
"MRC1",
"SOD2",
"PDIA4",
"SPCS3",
"MEG3",
"DNAJB9",
"HERPUD1",
"SLC1A3",
"SNAI2",
"CD68",
"MS4A7",
"M... | [
8,
7,
3,
6,
603,
263,
456,
100,
193,
80,
438,
61,
426,
306,
23,
530,
258,
541,
211,
357,
602,
272,
379,
526,
427,
532,
366,
178,
254,
513,
523,
102,
383,
390,
400,
480,
408,
409,
428,
151,
196,
431,
121,
184,
276,
262,
556,
... | [
[
0,
1,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Macrophages | THD0011 |
[
[
0,
0,
72.9926986694336,
0,
0,
24.330900192260742,
0,
0,
0,
121.65450286865234,
0,
0,
0,
0,
97.32360076904297,
0,
0,
0,
24.330900192260742,
48.661800384521484,
0,
24.330900192260742,
0,
48.661800384521484,
0,
24... | train | aaaafjmd-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaafjmd-1 | [
"KRT8",
"KRT18",
"HMGA1",
"EPCAM",
"PCNA",
"PKM",
"XBP1",
"MGST1",
"RHOA",
"SSR3",
"PDIA3",
"NKX2-1",
"HIST1H1C",
"IDH1",
"SFTPD",
"CTNNB1",
"UCHL3",
"HIF1A",
"S100A2",
"NUTF2",
"NUCB2",
"ITGA3",
"PPARG",
"NAPSA",
"HERPUD1",
"ITGB1",
"PDIA4",
"ANKRD28",
"SPCS3... | [
8,
7,
3,
6,
328,
324,
264,
194,
420,
438,
619,
369,
468,
541,
426,
404,
260,
276,
507,
151,
596,
258,
478,
409,
408,
301,
448,
394,
254,
306,
427,
31,
532,
273,
390,
346,
504,
247,
371,
275,
46,
428,
389,
620,
116,
296,
114,... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
0,
1,
0,
1,
0,
0,
1,
1,
1,
0,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
1,
0,
0,
1,
0,
0,... | Proliferating Epithelial | THD0011 |
[
[
0,
0,
515.4639282226562,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
103.09278106689453,
0,
0,
103.09278106689453,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
103.09278106689453,
0,
0,
... | train | aaaafjno-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaafjno-1 | [
"VIM",
"COL1A1",
"LUM",
"ACTA2",
"COL3A1",
"COL1A2",
"FGF7",
"RHOA",
"PDIA3",
"PDGFRA",
"SOD2",
"CTNNB1",
"PDGFRB",
"SMAD4",
"FAS",
"PKM",
"HIST1H1C",
"HIF1A",
"SELENOS",
"SPCS3",
"GSR",
"GNG11",
"CCL18",
"FAP",
"HYOU1",
"WWTR1",
"CST3",
"CTHRC1",
"ATG7",
"I... | [
8,
7,
3,
6,
603,
134,
353,
14,
136,
135,
221,
468,
426,
424,
526,
151,
425,
519,
206,
438,
260,
258,
494,
532,
247,
238,
71,
205,
273,
618,
147,
149,
48,
304,
45,
171,
454,
428
] | [
[
0,
1,
1,
0,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
[
1,
0,
1,
0,
0,
0,
1,
0,
0,
0... | Fibroblasts | THD0011 |
[
[
0,
0,
50.25125503540039,
0,
0,
201.00502014160156,
0,
0,
0,
0,
0,
0,
50.25125503540039,
0,
100.50251007080078,
0,
150.75376892089844,
0,
0,
0,
0,
0,
50.25125503540039,
50.25125503540039,
100.50251007080078,
0,
... | train | aaaagmki-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaagmki-1 | [
"VIM",
"LYZ",
"HLA-DRA",
"FCER1G",
"IDH1",
"CD68",
"FCGR3A",
"GPR183",
"HIF1A",
"RHOA",
"AIF1",
"CD14",
"FN1",
"HLA-DQA1",
"ATG7",
"MS4A7",
"CTNNB1",
"XBP1",
"EREG",
"CST3",
"CCL18",
"ITGAX",
"PDIA3",
"ATF4",
"C1QC",
"CD4",
"TREM2",
"NFKB1",
"BCL2L11",
"GSR"... | [
8,
7,
3,
6,
603,
357,
263,
211,
276,
102,
214,
242,
258,
468,
23,
80,
225,
261,
48,
383,
151,
619,
196,
147,
71,
305,
426,
46,
66,
97,
586,
400,
59,
247,
323,
254,
379,
324,
428,
431,
481,
494,
490,
113,
513,
136,
526,
110... | [
[
0,
1,
1,
1,
1,
0,
1,
1,
0,
1,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | DCs | THD0011 |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
300,
100,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
300,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaafhco-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaafhco-1 | [
"VIM",
"FN1",
"EPAS1",
"COL1A2",
"ITGB1",
"HSPA5",
"ATF4",
"SPCS3",
"BMPR2",
"PTGDS",
"XBP1",
"RHOA",
"PDIA3",
"CD44",
"PECAM1",
"LUM",
"HEY1",
"HIST1H1C",
"COL3A1",
"NFKB1",
"CD34",
"SLC25A37",
"ATF6",
"LYZ",
"SPCS2",
"MAL",
"MGST1",
"CLDN5",
"HERPUD1",
"CO... | [
8,
7,
3,
6,
603,
225,
193,
135,
306,
272,
46,
532,
61,
454,
619,
468,
426,
100,
431,
353,
257,
260,
136,
400,
92,
514,
47,
357,
531,
358,
369,
126,
254,
134,
469,
459,
428,
442,
618,
437,
409,
324,
178,
556,
336,
594,
273
] | [
[
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
],
[
1... | Arteriole | THD0011 |
[
[
0,
0,
588.2352905273438,
0,
0,
49.01960754394531,
0,
0,
0,
49.01960754394531,
0,
0,
0,
98.03921508789062,
147.05882263183594,
0,
98.03921508789062,
0,
49.01960754394531,
49.01960754394531,
0,
0,
0,
0,
49.0196075439... | train | aaaafhdc-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaafhdc-1 | [
"COL3A1",
"VIM",
"ACTA2",
"FN1",
"MEG3",
"LUM",
"CCN2",
"COL1A2",
"SOD2",
"HERPUD1",
"RHOA",
"ITGB1",
"CD44",
"ATF4",
"EPAS1",
"HIF1A",
"PTGDS",
"PDGFRA",
"PKM",
"COL1A1",
"LMAN1",
"CTNNB1",
"CD14",
"CCL2",
"CST3",
"YAP1",
"SOX4",
"CTHRC1",
"SOX9",
"ATG7",
... | [
8,
7,
3,
6,
136,
603,
14,
225,
366,
353,
76,
135,
526,
254,
468,
306,
100,
46,
193,
258,
454,
424,
438,
134,
346,
151,
80,
72,
147,
620,
528,
149,
529,
48,
446,
425,
221,
45,
602,
427,
428,
169,
379,
260,
263,
214,
523,
51... | [
[
0,
1,
1,
1,
0,
1,
1,
1,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Fibroblasts | THD0011 |
[
[
0,
0,
0,
0,
0,
0,
0,
43.290042877197266,
0,
43.290042877197266,
0,
0,
0,
0,
86.58008575439453,
0,
43.290042877197266,
0,
0,
129.87013244628906,
0,
0,
0,
43.290042877197266,
0,
0,
0,
0,
86.5800857543... | train | aaaagkec-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaagkec-1 | [
"LYZ",
"VIM",
"HLA-DRA",
"RHOA",
"MS4A7",
"MRC1",
"FN1",
"CTNNB1",
"MCEMP1",
"IDH1",
"HLA-DQA1",
"PECAM1",
"CD44",
"PDIA3",
"HSPA5",
"PPARG",
"FABP4",
"HERPUD1",
"AXL",
"CD14",
"FCGR3A",
"ERLEC1",
"TOP1",
"C1QC",
"SSR3",
"PKM",
"PTPRC",
"CD68",
"HIF1A",
"ATF... | [
8,
7,
3,
6,
357,
603,
263,
468,
383,
379,
225,
151,
363,
276,
261,
431,
100,
426,
272,
448,
202,
254,
52,
80,
214,
197,
580,
66,
541,
438,
456,
102,
258,
46,
619,
362,
523,
519,
513,
118,
481,
480,
306,
324,
171,
409,
328,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | FABP4+ Macrophages | THD0011 |
[
[
0,
0,
63.2911376953125,
0,
0,
0,
0,
0,
31.64556884765625,
0,
0,
0,
0,
0,
63.2911376953125,
0,
0,
0,
0,
0,
0,
94.93670654296875,
0,
31.64556884765625,
0,
0,
31.64556884765625,
0,
0,
0,
0,
... | train | aaaafjlp-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaafjlp-1 | [
"KRT8",
"KRT18",
"EPCAM",
"HMGA1",
"PCNA",
"PKM",
"HIST1H1C",
"PRDX4",
"VIM",
"COL1A1",
"FN1",
"PDIA3",
"LUM",
"MGST1",
"HSPA5",
"ICAM1",
"RHOA",
"XBP1",
"NUTF2",
"NAPSA",
"MKI67",
"CTNNB1",
"ITGB1",
"COL3A1",
"NKX2-1",
"BAX",
"COL1A2",
"MYDGF",
"HYOU1",
"YA... | [
8,
7,
3,
6,
328,
324,
194,
264,
420,
438,
260,
450,
603,
134,
225,
426,
353,
369,
272,
275,
468,
619,
409,
394,
371,
151,
306,
136,
404,
55,
135,
390,
273,
620,
254,
532,
541,
507,
100,
523,
221,
346,
14,
424,
427,
206,
408,... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Basal | THD0011 |
[
[
0,
0,
209.20501708984375,
0,
0,
83.6820068359375,
0,
0,
0,
0,
0,
0,
0,
0,
83.6820068359375,
0,
125.52301025390625,
0,
0,
0,
0,
0,
0,
0,
41.84100341796875,
0,
0,
0,
83.6820068359375,
0,
0,
... | train | aaaafhdj-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaafhdj-1 | [
"VIM",
"LYZ",
"HIF1A",
"MS4A7",
"VEGFA",
"HLA-DRA",
"MRC1",
"SOD2",
"FCER1G",
"XBP1",
"ACTA2",
"HIST1H1C",
"HERPUD1",
"PKM",
"CXCR4",
"CTNNB1",
"IL7R",
"SPCS3",
"RHOA",
"CD14",
"PTPRC",
"EREG",
"FCGR3A",
"ATG7",
"PECAM1",
"ITGAM",
"FN1",
"PDIA3",
"EPAS1",
"C... | [
8,
7,
3,
6,
603,
357,
258,
383,
602,
263,
379,
526,
211,
619,
14,
260,
254,
438,
163,
151,
294,
532,
468,
80,
456,
196,
214,
48,
431,
303,
225,
426,
193,
102,
362,
363,
184,
266,
513,
446,
262,
23,
242,
253,
276,
275,
46,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
1,
1,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Macrophages | THD0011 |
[
[
0,
0,
0,
0,
0,
190.4761962890625,
0,
0,
0,
0,
0,
0,
95.23809814453125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
95.23809814453125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaagkee-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaagkee-1 | [
"VIM",
"FN1",
"LYZ",
"KRT8",
"HLA-DRA",
"KRT18",
"GPR183",
"PDIA3",
"MGST1",
"ITGB1",
"MRC1",
"NAPSA",
"COL3A1",
"XBP1",
"PCNA",
"FGF7",
"HSPA5",
"PKM",
"AIF1",
"IDH1",
"MS4A7",
"LUM",
"COL1A2",
"CD14",
"HLA-DQA1",
"HIST1H1C",
"SCGB1A1",
"CEACAM6",
"MYDGF",
... | [
8,
7,
3,
6,
603,
225,
357,
328,
263,
324,
242,
426,
369,
306,
379,
394,
136,
619,
420,
221,
272,
438,
23,
276,
383,
353,
135,
80,
261,
260,
488,
117,
390,
507,
100,
102,
388,
514,
530,
97,
273,
151,
42,
58,
301,
194,
468,
... | [
[
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,... | AT2 | THD0011 |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
163.04348754882812,
0,
0,
0,
54.34782791137695,
0,
0,
0,
0,
0,
0,
0,
163.04348754882812,
0,
0,
0,
54.34782791137695,
0,
0,
163.043487548... | train | aaaafhdk-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaafhdk-1 | [
"VIM",
"COL3A1",
"FN1",
"EPAS1",
"COL1A2",
"ITGB1",
"SOD2",
"COL1A1",
"LUM",
"XBP1",
"SPARCL1",
"PTGDS",
"CCL2",
"BMPR2",
"FCN3",
"PDIA3",
"PECAM1",
"ATF4",
"CD34",
"DCN",
"TOP1",
"SPCS3",
"CD44",
"PDGFRA",
"FGF7",
"KDR",
"FAP",
"STAT1",
"HEY1",
"HSPA5",
"... | [
8,
7,
3,
6,
603,
136,
225,
193,
135,
306,
526,
134,
353,
619,
530,
454,
72,
61,
217,
426,
431,
46,
92,
169,
580,
532,
100,
424,
221,
312,
205,
542,
257,
272,
264,
211,
224,
182,
214,
254,
275,
294,
304,
618,
528,
524,
523,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
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,
0,... | Fibroblasts | THD0011 |
[
[
0,
0,
0,
0,
0,
109.89010620117188,
0,
0,
0,
0,
0,
0,
0,
109.89010620117188,
109.89010620117188,
0,
0,
0,
0,
0,
0,
0,
0,
109.89010620117188,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaagmlb-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaagmlb-1 | [
"VIM",
"FN1",
"VEGFA",
"KRT8",
"LUM",
"RTKN2",
"COL1A1",
"KRT18",
"ITGB1",
"RNASE1",
"FCN3",
"SOD2",
"EPCAM",
"HLA-DRA",
"PCNA",
"EPAS1",
"ZEB1",
"PDIA6",
"PKM",
"PLIN2",
"COL3A1",
"RHOA",
"S100A9",
"COL1A2",
"CEACAM6",
"CD44",
"CD4",
"DUOX1",
"PDIA3",
"NUTF... | [
8,
7,
3,
6,
603,
225,
602,
328,
353,
473,
134,
324,
306,
469,
217,
526,
194,
263,
420,
193,
621,
428,
438,
442,
136,
468,
481,
135,
117,
100,
97,
180,
426,
409,
214,
620,
346,
357,
275,
266,
264,
366,
424,
260,
254,
383,
242... | [
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
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 |
[
[
0,
59.17159652709961,
0,
0,
0,
59.17159652709961,
0,
0,
0,
0,
0,
0,
0,
0,
236.68638610839844,
59.17159652709961,
177.51478576660156,
0,
0,
0,
0,
0,
0,
0,
0,
0,
59.17159652709961,
0,
236.686386108398... | train | aaaafhdl-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaafhdl-1 | [
"VIM",
"HLA-DRA",
"PKM",
"MS4A7",
"RHOA",
"FCGR3A",
"CD14",
"PDIA3",
"CD68",
"C1QC",
"ATF4",
"SFTPD",
"ITGB1",
"FCER1G",
"HIF1A",
"CD4",
"HERPUD1",
"CD44",
"EPAS1",
"ATG7",
"IDH1",
"STAT6",
"PLIN2",
"CTNNB1",
"SLC1A3",
"HMGA1",
"PTPRC",
"SSR3",
"HIST1H1C",
"... | [
8,
7,
3,
6,
603,
263,
438,
383,
468,
214,
80,
426,
102,
66,
46,
507,
306,
211,
258,
97,
254,
100,
193,
48,
276,
544,
442,
151,
513,
264,
456,
541,
260,
580,
357,
147,
266,
531,
427,
163,
526,
261,
257,
253,
92,
242,
488,
4... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
0,
1,
0,
0,
0,
1,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Interstitial Macrophages | THD0011 |
[
[
0,
0,
0,
0,
0,
0,
0,
98.03921508789062,
0,
0,
0,
0,
0,
0,
0,
196.07843017578125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
98.03921508789062,
0,
0,
0,
0,
0,
0,
196.07843017578125,
0,
... | train | aaaafgag-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaafgag-1 | [
"VIM",
"EPAS1",
"PECAM1",
"HIST1H1C",
"WWTR1",
"CLDN5",
"TTC19",
"FN1",
"HERPUD1",
"FCN3",
"HSPA5",
"RNASE1",
"RHOA",
"ATF6",
"CTNNB1",
"CEACAM6",
"CCL2",
"EREG",
"ITGB1",
"PDIA3",
"SNAI1",
"HIF1A",
"HLA-DQA1",
"HLA-DRA",
"STAT1",
"CD34",
"SPCS3",
"IL7R",
"FKB... | [
8,
7,
3,
6,
603,
193,
431,
260,
618,
126,
590,
225,
254,
217,
272,
469,
468,
47,
151,
117,
72,
196,
306,
426,
522,
258,
261,
263,
542,
92,
532,
294,
224,
400,
147,
410,
456,
312,
197,
442,
194,
238,
264,
184,
291,
61,
620,
... | [
[
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 |
[
[
0,
0,
267.8571472167969,
0,
0,
89.28571319580078,
0,
0,
0,
0,
0,
0,
0,
89.28571319580078,
89.28571319580078,
0,
89.28571319580078,
0,
89.28571319580078,
89.28571319580078,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | train | aaaagmli-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaagmli-1 | [
"VIM",
"SOD2",
"PDGFRA",
"COL3A1",
"FN1",
"EPAS1",
"LUM",
"XBP1",
"HIF1A",
"COL1A1",
"COL1A2",
"RHOA",
"ACTA2",
"FGF7",
"STAT6",
"SNAI2",
"CD34",
"HERPUD1",
"PTGDS",
"PTPRC",
"CD44",
"CD4",
"CSPG4",
"EHMT1",
"SPARCL1",
"DDIT3",
"CST3",
"IL7R",
"PDGFRB",
"ITG... | [
8,
7,
3,
6,
603,
526,
424,
136,
225,
193,
353,
619,
258,
134,
135,
468,
14,
221,
544,
523,
92,
254,
454,
456,
100,
97,
146,
184,
530,
171,
147,
294,
425,
306,
305,
293,
348,
357,
358,
275,
273,
266,
260,
369,
383,
389,
224,
... | [
[
0,
1,
1,
1,
1,
1,
0,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Fibroblasts | THD0011 |
[
[
0,
0,
210.5263214111328,
105.2631607055664,
0,
0,
0,
105.2631607055664,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
315.78948974609375,
0,
0,
0,
105.2631607055664,
0,
0,
... | train | aaaafgah-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaafgah-1 | [
"EPAS1",
"VIM",
"PECAM1",
"FN1",
"PDIA3",
"STAT1",
"BMPR2",
"PKM",
"COL3A1",
"COL1A2",
"TGFB1",
"LUM",
"HIST1H1C",
"YAP1",
"FCN3",
"COL1A1",
"ITGAV",
"SOD2",
"ACTA2",
"CST3",
"SPCS3",
"COL15A1",
"HLA-DQA1",
"FGF2",
"STAT6",
"HLA-DRA",
"CD34",
"CCN2",
"HSPA5",
... | [
8,
7,
3,
6,
193,
603,
431,
225,
426,
542,
61,
438,
136,
135,
556,
353,
260,
620,
217,
134,
304,
526,
14,
147,
532,
133,
261,
220,
544,
263,
92,
76,
272,
621,
513,
448,
26,
428,
68,
427,
597,
21,
178,
306,
151,
411,
280,
46... | [
[
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
],
... | gCap | THD0011 |
[
[
0,
0,
258.06451416015625,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
258.06451416015625,
0,
0,
... | train | aaaafgaj-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaafgaj-1 | [
"COL3A1",
"FN1",
"COL1A2",
"EPAS1",
"LUM",
"VIM",
"COL1A1",
"SPARCL1",
"SOD2",
"XBP1",
"HSPA5",
"HIF1A",
"RHOA",
"CCN2",
"ACTA2",
"ITGB1",
"PDIA3",
"DCN",
"FGF7",
"SMAD4",
"SPCS2",
"CRELD2",
"CTNNB1",
"PTGDS",
"SLC25A37",
"PKM",
"CD68",
"CD4",
"EGFR",
"ZEB1"... | [
8,
7,
3,
6,
136,
225,
135,
193,
353,
603,
134,
530,
526,
619,
272,
258,
468,
76,
14,
306,
426,
169,
221,
519,
531,
144,
151,
454,
514,
438,
102,
97,
182,
621,
197,
304,
276,
266,
357,
261,
260,
369,
247,
389,
394,
217,
216,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Venous | THD0011 |
[
[
0,
0,
105.2631607055664,
0,
0,
105.2631607055664,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
105.2631607055664,
0,
105.2631607055664,
0,
0,
0,
105.2631607055664,
... | train | aaaagmmf-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaagmmf-1 | [
"VIM",
"COL3A1",
"LUM",
"IDH1",
"HLA-DRA",
"FN1",
"CTNNB1",
"RHOA",
"LYZ",
"HLA-DQA1",
"DCN",
"IFIT3",
"PTGDS",
"MRC1",
"ITGB1",
"PKM",
"HYOU1",
"MS4A7",
"HMGA1",
"CD14",
"SMAD4",
"NFKB1",
"GSR",
"CD44",
"COL1A2",
"CD4",
"COL1A1",
"HAVCR2",
"SCGB3A2",
"FGF2"... | [
8,
7,
3,
6,
603,
136,
353,
276,
263,
225,
151,
468,
357,
261,
169,
280,
454,
379,
306,
438,
273,
383,
264,
80,
519,
400,
247,
100,
135,
97,
134,
253,
489,
220,
221,
182,
71,
596,
303,
304,
328,
197,
424,
23,
427,
618,
66,
... | [
[
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,... | SPP1+ Macrophages | THD0011 |
[
[
0,
0,
62.5,
0,
0,
62.5,
0,
0,
62.5,
0,
0,
0,
0,
0,
62.5,
0,
0,
0,
62.5,
125,
0,
0,
0,
0,
0,
0,
62.5,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaafgak-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaafgak-1 | [
"COL3A1",
"FN1",
"VIM",
"EPAS1",
"LUM",
"PDGFRA",
"COL1A2",
"SPARCL1",
"PECAM1",
"COL1A1",
"PTGDS",
"ITGB1",
"RHOA",
"FAS",
"HIF1A",
"YAP1",
"LMAN1",
"CST3",
"IL4R",
"SELENOS",
"HIST1H1C",
"HMOX1",
"PDIA3",
"DCN",
"AXL",
"KDR",
"XBP1",
"UBE2J1",
"NUTF2",
"CT... | [
8,
7,
3,
6,
136,
225,
603,
193,
353,
424,
135,
530,
431,
134,
454,
306,
468,
206,
258,
620,
346,
147,
293,
494,
260,
266,
426,
169,
52,
312,
619,
594,
409,
149,
528,
46,
221,
523,
102,
519,
224,
137,
514,
27,
304,
217,
23,
... | [
[
0,
1,
1,
1,
1,
1,
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,
0,
0,
0,
0,... | Fibroblasts | THD0011 |
[
[
0,
0,
136.98629760742188,
0,
0,
102.7397232055664,
0,
0,
0,
0,
0,
0,
0,
0,
102.7397232055664,
0,
0,
0,
0,
0,
0,
0,
0,
0,
34.24657440185547,
0,
34.24657440185547,
0,
68.49314880371094,
0,
0,
... | train | aaaagmmj-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaagmmj-1 | [
"VIM",
"EPAS1",
"SOD2",
"HLA-DRA",
"FN1",
"SPARCL1",
"ITGB1",
"LUM",
"COL1A2",
"LYZ",
"PECAM1",
"MGST1",
"RHOA",
"HMGA1",
"XBP1",
"PDIA3",
"EPCAM",
"PCNA",
"KRT18",
"CD34",
"KRT8",
"PLIN2",
"ITGAV",
"ACTA2",
"PKM",
"SFTA2",
"HAVCR2",
"HLA-DQA1",
"PDIA4",
"CS... | [
8,
7,
3,
6,
603,
193,
526,
263,
225,
530,
306,
353,
135,
357,
431,
369,
468,
264,
619,
426,
194,
420,
324,
92,
328,
442,
304,
14,
438,
504,
253,
261,
427,
147,
272,
23,
46,
151,
478,
117,
184,
450,
448,
100,
66,
595,
217,
... | [
[
0,
1,
1,
1,
0,
1,
1,
1,
1,
0,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 |
[
[
0,
0,
348.83721923828125,
0,
0,
0,
0,
116.27906799316406,
116.27906799316406,
232.55813598632812,
0,
0,
0,
0,
232.55813598632812,
0,
0,
0,
0,
232.55813598632812,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaafgam-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaafgam-1 | [
"VIM",
"FN1",
"CCN2",
"COL3A1",
"MEG3",
"RHOA",
"YAP1",
"EPAS1",
"ACTA2",
"PDGFRA",
"AXL",
"HIF1A",
"CTNNB1",
"ATF4",
"STAT6",
"ANKRD28",
"LUM",
"SPARCL1",
"STAT1",
"NUCB2",
"SPRY2",
"HERPUD1",
"CD44",
"HIST1H1C",
"ITGB1",
"COL1A2",
"SMAD4",
"PPARG",
"CST3",
... | [
8,
7,
3,
6,
603,
225,
76,
136,
366,
468,
620,
193,
14,
424,
52,
258,
151,
46,
544,
31,
353,
530,
542,
408,
537,
254,
100,
260,
306,
135,
519,
448,
147,
26,
27
] | [
[
0,
1,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
[
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0... | SMCs | THD0011 |
[
[
0,
0,
241.54588317871094,
0,
0,
48.30917739868164,
0,
48.30917739868164,
0,
48.30917739868164,
0,
0,
0,
0,
96.61835479736328,
0,
48.30917739868164,
0,
0,
0,
0,
0,
0,
0,
0,
0,
48.30917739868164,
0,
0... | train | aaaafgao-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaafgao-1 | [
"VIM",
"COL3A1",
"COL1A2",
"CCN2",
"COL1A1",
"ITGB1",
"LUM",
"FN1",
"CTNNB1",
"PDGFRA",
"RHOA",
"MEG3",
"EPAS1",
"ACTA2",
"PDIA3",
"SOD2",
"XBP1",
"PECAM1",
"PLIN2",
"CD44",
"HIF1A",
"HIST1H1C",
"CD34",
"YAP1",
"LYZ",
"FCER1G",
"MRC1",
"ATF4",
"HLA-DQA1",
"S... | [
8,
7,
3,
6,
603,
136,
135,
76,
134,
306,
353,
225,
151,
424,
468,
366,
193,
14,
426,
526,
619,
431,
442,
100,
258,
260,
92,
620,
357,
211,
379,
46,
261,
530,
272,
618,
169,
428,
438,
102,
123,
144,
147,
519,
294,
191,
206,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Fibroblasts | THD0011 |
[
[
0,
0,
0,
0,
0,
156.25,
0,
0,
0,
0,
0,
0,
0,
0,
0,
78.125,
78.125,
0,
0,
0,
0,
0,
0,
0,
78.125,
0,
78.125,
0,
78.125,
0,
0,
0,
390.625,
0,
0,
0,
0,
78.125,
0,
... | train | aaaafgap-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaafgap-1 | [
"VIM",
"LYZ",
"HMOX1",
"HLA-DRA",
"CCL18",
"CD68",
"SELENOS",
"CD44",
"IDH1",
"LUM",
"STAT6",
"HSPA5",
"HIF1A",
"MRC1",
"PDIA6",
"PDIA3",
"EHMT1",
"PDIA4",
"RNASE1",
"PECAM1",
"HIST1H1C",
"FN1",
"FCER1G",
"MS4A7",
"SEC11C",
"RHOA",
"CTNNB1",
"AIF1",
"NUTF2",
... | [
8,
7,
3,
6,
603,
357,
266,
263,
71,
102,
494,
100,
276,
353,
544,
272,
258,
379,
428,
426,
184,
427,
469,
431,
260,
225,
211,
383,
490,
468,
151,
23,
409,
134,
254,
255,
526,
92,
103,
221,
481,
193,
523,
306,
513,
328,
514,
... | [
[
0,
1,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Macrophages | THD0011 |
[
[
0,
0,
181.81817626953125,
0,
0,
0,
0,
0,
60.60606002807617,
0,
0,
0,
0,
0,
60.60606002807617,
0,
0,
0,
0,
0,
0,
60.60606002807617,
0,
0,
0,
0,
121.21212005615234,
0,
0,
0,
242.4242401123047,... | train | aaaafgbc-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaafgbc-1 | [
"VIM",
"EPAS1",
"COL3A1",
"LUM",
"RHOA",
"FN1",
"ITGB1",
"PECAM1",
"DCN",
"WWTR1",
"CD34",
"HIF1A",
"COL1A2",
"CA4",
"ACTA2",
"COL1A1",
"CD274",
"BMPR2",
"HSPA5",
"HIST1H1C",
"HLA-DRA",
"CST3",
"HMOX1",
"FCER1G",
"IL7R",
"XBP1",
"PDIA3",
"PTGDS",
"RNASE1",
"... | [
8,
7,
3,
6,
603,
193,
136,
353,
468,
225,
306,
431,
169,
618,
92,
258,
135,
68,
14,
134,
89,
61,
272,
260,
263,
147,
266,
211,
294,
619,
426,
454,
469,
523,
362,
594,
580,
556,
143,
530,
526,
176,
191,
217,
312,
221,
519,
... | [
[
0,
1,
1,
1,
1,
1,
0,
1,
1,
0,
1,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 |
[
[
0,
0,
578.9473876953125,
0,
0,
0,
0,
0,
52.6315803527832,
0,
0,
0,
0,
0,
105.2631607055664,
0,
0,
0,
0,
52.6315803527832,
0,
0,
0,
0,
0,
0,
52.6315803527832,
0,
0,
0,
0,
0,
0,
0,... | train | aaaafgbb-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaafgbb-1 | [
"VIM",
"COL3A1",
"ACTA2",
"FN1",
"COL1A2",
"PDGFRB",
"EPAS1",
"SPARCL1",
"LUM",
"CSPG4",
"COL1A1",
"MEG3",
"PTGDS",
"RHOA",
"FCN3",
"NUCB2",
"SOD2",
"HIST1H1C",
"PDIA3",
"LMAN1",
"ITGB1",
"HERPUD1",
"ZEB1",
"DCN",
"HMOX1",
"KDR",
"CD4",
"EGFR",
"HES1",
"RNAS... | [
8,
7,
3,
6,
603,
136,
14,
225,
135,
425,
193,
530,
353,
146,
134,
366,
454,
468,
217,
408,
526,
260,
426,
346,
306,
254,
621,
169,
266,
312,
97,
182,
255,
469,
619,
151,
304,
238,
431,
46,
100,
523,
519,
390,
262,
273,
272,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
1,
1,
0,
0,
0,
1,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Fibroblasts | THD0011 |
[
[
0,
0,
41.15226364135742,
0,
0,
123.456787109375,
0,
0,
41.15226364135742,
0,
0,
0,
0,
0,
82.30452728271484,
0,
41.15226364135742,
0,
0,
0,
0,
0,
0,
41.15226364135742,
82.30452728271484,
0,
0,
0,
0,
... | train | aaaafgbg-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaafgbg-1 | [
"VIM",
"HLA-DRA",
"MRC1",
"LYZ",
"IDH1",
"FN1",
"RHOA",
"FCER1G",
"LUM",
"HIF1A",
"VEGFA",
"MS4A7",
"SOD2",
"PTPRC",
"HMOX1",
"HAVCR2",
"HLA-DQA1",
"CCL18",
"GPR183",
"XBP1",
"STAT1",
"ITGB1",
"AIF1",
"CD44",
"CTNNB1",
"HSPA5",
"PKM",
"MARCO",
"COL3A1",
"HIS... | [
8,
7,
3,
6,
603,
263,
379,
357,
276,
225,
468,
211,
353,
258,
602,
383,
526,
456,
266,
253,
261,
71,
242,
619,
542,
306,
23,
100,
151,
272,
438,
362,
136,
260,
431,
59,
469,
214,
46,
531,
102,
247,
217,
193,
184,
163,
275,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
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,... | Macrophages | THD0011 |
[
[
0,
0,
573.2484130859375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
63.69426727294922,
0,
0,
0,
0,
0,
0,
63.69426727294922,
0,
0,
0,
0,
63.69426727294922,
0,
0,
0,
0,
0,
0,
0,
0,
0... | train | aaaafgcb-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaafgcb-1 | [
"VIM",
"COL3A1",
"COL1A2",
"ACTA2",
"FN1",
"LUM",
"SOD2",
"HLA-DRA",
"SPARCL1",
"IDH1",
"DCN",
"EPAS1",
"XBP1",
"HSPA5",
"ITGB1",
"CST3",
"HERPUD1",
"HIF1A",
"PKM",
"FCER1G",
"UBE2J1",
"RHOA",
"PDIA3",
"COL1A1",
"PTGDS",
"EHMT1",
"EREG",
"CD4",
"CD44",
"NFKB... | [
8,
7,
3,
6,
603,
136,
135,
14,
225,
353,
526,
263,
530,
276,
169,
193,
619,
272,
306,
147,
254,
258,
438,
211,
594,
468,
426,
134,
454,
184,
196,
97,
100,
400,
379,
390,
450,
206,
532,
162,
424,
448,
456,
102,
149,
523,
46,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
1,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SMCs | THD0011 |
[
[
0,
0,
106.38298034667969,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
106.38298034667969,
0,
0,
0,
106.38298034667969,
0,
0,
0,
0,
106.38298034667969,
0,
0,
0,
0,
106.38298034667969,
0,
0,
0,
0... | train | aaaafgce-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaafgce-1 | [
"VIM",
"EPAS1",
"IDH1",
"PECAM1",
"RHOA",
"CD44",
"HIST1H1C",
"HSPA5",
"LYZ",
"CTNNB1",
"S100A8",
"PPARG",
"HERPUD1",
"PDIA6",
"HLA-DRA",
"CD14",
"FCER1G",
"HAVCR2",
"KDR",
"AXIN2",
"HMOX1",
"STAT6",
"GPR183",
"COL3A1",
"SSR3",
"IRF1",
"RNASE1",
"OAS2",
"CD274... | [
8,
7,
3,
6,
603,
193,
276,
431,
468,
100,
260,
272,
357,
151,
480,
448,
254,
428,
263,
80,
211,
253,
312,
51,
266,
544,
242,
136,
541,
296,
469,
410,
89,
258,
409,
408,
147,
526,
146,
102,
273,
46,
171,
197,
438,
58,
346,
... | [
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 |
[
[
0,
0,
195.53073120117188,
27.932960510253906,
0,
27.932960510253906,
0,
0,
0,
27.932960510253906,
0,
0,
0,
0,
139.664794921875,
0,
27.932960510253906,
0,
0,
111.73184204101562,
0,
27.932960510253906,
0,
27.932960510253... | train | aaaaaimh-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaimh-1 | [
"EPCAM",
"KRT8",
"ITGB1",
"NKX2-1",
"XBP1",
"KRT18",
"HMGA1",
"RHOA",
"VIM",
"YAP1",
"MGST1",
"PDIA3",
"PDIA4",
"CD44",
"FN1",
"PCNA",
"PKM",
"ACTA2",
"PECAM1",
"HIST1H1C",
"UCHL3",
"ATF4",
"PPARG",
"HIF1A",
"MKI67",
"S100A2",
"CTNNB1",
"HYOU1",
"EPAS1",
"SP... | [
8,
7,
3,
6,
194,
328,
306,
404,
619,
324,
264,
468,
603,
620,
369,
426,
427,
100,
225,
420,
438,
14,
431,
260,
596,
46,
448,
258,
371,
478,
151,
273,
193,
532,
346,
52,
544,
390,
581,
580,
184,
542,
541,
469,
494,
135,
272,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
0,
0,
0,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Proliferating Epithelial | THD0011 |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
80,
0,
0,
0,
0,
0,
0,
560,
0,
0,
0,
80,
0,
0,
0,
0,
0,
0,
... | train | aaaaajab-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaajab-1 | [
"VIM",
"CCL2",
"FN1",
"ICAM1",
"IRF1",
"COL1A2",
"COL3A1",
"RHOA",
"CTNNB1",
"CXCR4",
"UBE2J1",
"EPAS1",
"WWTR1",
"FCN3",
"HMGA1",
"SOD2",
"EGFR",
"PECAM1",
"IL7R",
"PKM",
"PDIA3",
"COL1A1",
"MKI67",
"LYZ",
"CD34",
"KRT8",
"HIF1A",
"HERPUD1",
"CD274",
"SOX4"... | [
8,
7,
3,
6,
603,
72,
225,
275,
296,
135,
136,
468,
151,
163,
594,
193,
618,
217,
264,
526,
182,
431,
294,
438,
426,
134,
371,
357,
92,
328,
258,
254,
89,
528,
100,
353,
581,
260,
346,
504,
238,
147,
390,
400,
408,
306,
61,
... | [
[
0,
0,
1,
1,
1,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | aCap | THD0011 |
[
[
0,
0,
95.69377899169922,
0,
0,
47.84688949584961,
0,
0,
0,
0,
0,
0,
0,
0,
47.84688949584961,
0,
47.84688949584961,
47.84688949584961,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
47.846... | train | aaaafgdn-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaafgdn-1 | [
"VIM",
"CCL5",
"KLRB1",
"MRC1",
"CD44",
"CXCR4",
"LUM",
"COL1A1",
"ITGB1",
"FN1",
"PKM",
"CD247",
"FCER1G",
"COL3A1",
"PDIA3",
"HLA-DRA",
"PTPRC",
"RHOA",
"STAT1",
"HYOU1",
"FASLG",
"HIST1H1C",
"MARCO",
"CD69",
"UBE2J1",
"PDIA4",
"KLRC1",
"IDH1",
"XBP1",
"AC... | [
8,
7,
3,
6,
603,
75,
316,
379,
100,
163,
353,
134,
306,
225,
438,
87,
211,
136,
426,
263,
456,
468,
542,
273,
207,
260,
362,
103,
594,
427,
317,
276,
619,
14,
481,
424,
526,
261,
135,
428,
85,
411,
106,
264,
212,
197,
250,
... | [
[
0,
1,
0,
0,
1,
0,
1,
1,
1,
1,
0,
0,
0,
1,
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,... | T-cells | THD0011 |
[
[
0,
0,
72.4637680053711,
0,
0,
36.23188400268555,
0,
0,
0,
0,
0,
0,
0,
0,
108.69564819335938,
0,
36.23188400268555,
0,
0,
72.4637680053711,
0,
0,
0,
0,
0,
0,
36.23188400268555,
0,
36.23188400268555,
... | train | aaaafgcl-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaafgcl-1 | [
"FN1",
"VIM",
"COL3A1",
"COL1A1",
"COL1A2",
"LUM",
"PDGFRA",
"EPAS1",
"SOD2",
"HERPUD1",
"PECAM1",
"CCN2",
"VEGFA",
"SPCS2",
"HIF1A",
"RHOA",
"DCN",
"FAP",
"ITGB1",
"IDH1",
"ITGAV",
"CD44",
"PDIA3",
"CCL2",
"XBP1",
"SPARCL1",
"ATF4",
"HIST1H1C",
"YAP1",
"FGF... | [
8,
7,
3,
6,
225,
603,
136,
134,
135,
353,
424,
193,
526,
254,
431,
76,
602,
531,
258,
468,
169,
205,
306,
276,
304,
100,
426,
72,
619,
530,
46,
260,
620,
220,
221,
14,
151,
147,
92,
409,
621,
438,
448,
519,
425,
52,
544,
1... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
1,
0,
0,
0,
0,
0,
1,
1,
1,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Fibroblasts | THD0011 |
[
[
0,
0,
53.47593688964844,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
53.47593688964844,
0,
0,
0,
53.47593688964844,
0,
0,
0,
53.47593688964844,
0,
0,
0,
0,
0,
0,
0,
0,
0,
160.42781066894... | train | aaaafgci-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaafgci-1 | [
"VIM",
"COL3A1",
"LUM",
"COL1A1",
"FN1",
"COL1A2",
"SOD2",
"PDIA3",
"PKM",
"YAP1",
"CCL2",
"PDGFRA",
"ITGB1",
"STAT1",
"EHMT1",
"RHOA",
"CD44",
"IDH1",
"SPARCL1",
"SPCS2",
"SPCS3",
"PTGDS",
"CTHRC1",
"EGFR",
"HIF1A",
"PCNA",
"PECAM1",
"ERLEC1",
"CTNNB1",
"SO... | [
8,
7,
3,
6,
603,
136,
353,
134,
225,
135,
526,
426,
438,
620,
72,
424,
306,
542,
184,
468,
100,
276,
530,
531,
532,
454,
149,
182,
258,
420,
431,
197,
151,
529,
528,
442,
524,
193,
409,
425,
408,
169,
254,
253,
252,
369,
494... | [
[
0,
1,
1,
1,
1,
1,
1,
0,
1,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Fibroblasts | THD0011 |
[
[
0,
0,
289.017333984375,
0,
57.803466796875,
115.60693359375,
0,
0,
0,
57.803466796875,
0,
0,
0,
0,
115.60693359375,
57.803466796875,
0,
0,
0,
57.803466796875,
57.803466796875,
0,
115.60693359375,
0,
173.41040039062... | train | aaaafgdm-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaafgdm-1 | [
"LYZ",
"HLA-DRA",
"VIM",
"HLA-DQA1",
"ACTA2",
"MS4A7",
"RHOA",
"HIF1A",
"BCL2L11",
"CXCR4",
"FN1",
"VEGFA",
"PKM",
"WNT5A",
"FCER1G",
"SLC25A37",
"CD44",
"SOD2",
"GPR183",
"CTNNB1",
"KRT8",
"EPCAM",
"PTPRC",
"AIF1",
"TGFB1",
"ITGB1",
"STAT6",
"ATF4",
"PDIA4",
... | [
8,
7,
3,
6,
357,
263,
603,
261,
14,
383,
468,
258,
59,
163,
225,
602,
438,
614,
211,
514,
100,
526,
242,
151,
328,
194,
456,
23,
556,
306,
544,
46,
427,
57,
262,
109,
379,
114,
102,
324,
390,
394,
400,
147,
97,
478,
224,
4... | [
[
0,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | DCs | THD0011 |
[
[
0,
0,
0,
0,
0,
106.76156616210938,
0,
0,
0,
0,
0,
0,
0,
0,
177.93594360351562,
0,
35.587188720703125,
0,
35.587188720703125,
71.17437744140625,
0,
0,
0,
0,
0,
0,
35.587188720703125,
0,
0,
0,
... | train | aaaafgdk-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaafgdk-1 | [
"VIM",
"FN1",
"LUM",
"COL1A2",
"ITGB1",
"COL3A1",
"CCN2",
"HLA-DRA",
"PDGFRA",
"SOD2",
"PKM",
"XBP1",
"PDIA3",
"RHOA",
"ATF4",
"CD44",
"EPAS1",
"MEG3",
"DCN",
"HIF1A",
"SPARCL1",
"LPAR1",
"COL1A1",
"CST3",
"AIF1",
"LMAN1",
"SOX4",
"PDIA6",
"FAS",
"MYC",
"N... | [
8,
7,
3,
6,
603,
225,
353,
135,
306,
136,
76,
263,
424,
526,
438,
619,
426,
468,
46,
100,
193,
366,
169,
258,
530,
348,
134,
147,
23,
346,
528,
428,
206,
389,
409,
427,
336,
580,
454,
379,
537,
273,
594,
52,
280,
357,
254,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
1,
0,
0,
1,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Fibroblasts | THD0011 |
[
[
0,
0,
937.5,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
312.5,
0,
104.16666412353516,
0,
0,
208.3333282470703,
0,
0,
0,
0,
0,
0,
104.16666412353516,
0,
0,
0,
104.16666412353516,
0,
0,
0,
... | train | aaaafgda-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaafgda-1 | [
"ACTA2",
"VIM",
"EPAS1",
"COL1A2",
"XBP1",
"COL3A1",
"FN1",
"PDGFRB",
"CTNNB1",
"ATF4",
"ERLEC1",
"DCN",
"HERPUD1",
"CD274",
"ITGB1",
"COL1A1",
"AXL",
"PECAM1",
"GSR",
"SOX4",
"SOD2",
"SNAI2",
"MGST1",
"CD44",
"GCLM",
"IL7R",
"CEACAM6",
"SELENOS",
"S100A9",
... | [
8,
7,
3,
6,
14,
603,
193,
135,
619,
136,
225,
425,
151,
46,
197,
169,
254,
89,
306,
134,
52,
431,
247,
528,
526,
523,
369,
100,
231,
294,
117,
494,
481,
146,
424,
206,
468,
390,
258,
438,
336,
68,
61,
328,
48,
558,
273,
35... | [
[
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
... | Fibroblasts | THD0011 |
[
[
0,
0,
0,
0,
0,
62.11180114746094,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
124.22360229492188,
0,
62.11180114746094,
0,
0,
0,
0,
62.11180114746094,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaafioh-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaafioh-1 | [
"VIM",
"IL7R",
"FN1",
"CD69",
"SOD2",
"RHOA",
"PKM",
"TRAC",
"CD44",
"CD2",
"MYC",
"ITGAE",
"EPAS1",
"CCL5",
"FGF7",
"SPRY2",
"GPR183",
"CD247",
"HSPA5",
"MANF",
"CD8A",
"HLA-DRA",
"NUTF2",
"CTNNB1",
"HIST1H1C",
"CST3",
"CXCR4",
"YAP1",
"SNCA",
"ATP2A3",
"... | [
8,
7,
3,
6,
603,
294,
225,
103,
526,
468,
438,
585,
100,
85,
389,
302,
193,
75,
221,
537,
242,
87,
272,
360,
110,
263,
409,
151,
260,
147,
163,
620,
524,
50,
184,
249,
296,
346,
446,
101,
102,
410,
618,
206,
264,
191,
111,
... | [
[
0,
1,
1,
1,
1,
1,
0,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | T-cells | THD0011 |
[
[
0,
0,
54.74452209472656,
0,
0,
255.4744415283203,
0,
36.4963493347168,
18.2481746673584,
36.4963493347168,
0,
0,
0,
0,
91.24087524414062,
18.2481746673584,
36.4963493347168,
0,
18.2481746673584,
91.24087524414062,
0,
18.248174... | train | aaaafgdj-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaafgdj-1 | [
"VIM",
"FN1",
"PKM",
"SOD2",
"MRC1",
"HLA-DRA",
"AIF1",
"COL3A1",
"PDIA3",
"LUM",
"LYZ",
"RHOA",
"COL1A2",
"HIF1A",
"HYOU1",
"SOX4",
"FCER1G",
"CD44",
"FGF7",
"DCN",
"IDH1",
"PDIA6",
"PDIA4",
"CD14",
"XBP1",
"HIST1H1C",
"ITGB1",
"PDGFRA",
"PTPRC",
"EPAS1",
... | [
8,
7,
3,
6,
603,
225,
438,
526,
379,
263,
23,
136,
426,
353,
357,
468,
135,
258,
273,
528,
211,
100,
221,
169,
276,
428,
427,
80,
619,
260,
306,
424,
456,
193,
46,
254,
52,
272,
469,
102,
544,
134,
184,
494,
151,
336,
220,
... | [
[
0,
1,
1,
1,
1,
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,
0,
0,
1,
1,
0,
0,
0,
0,
1,
1,
0,
0,
0,
0,
0,... | Fibroblasts | THD0011 |
[
[
0,
0,
98.03921508789062,
0,
0,
49.01960754394531,
0,
49.01960754394531,
0,
0,
0,
0,
0,
0,
49.01960754394531,
0,
98.03921508789062,
0,
0,
245.09803771972656,
0,
0,
0,
0,
0,
0,
49.01960754394531,
0,
0... | train | aaaafgdh-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaafgdh-1 | [
"FN1",
"VIM",
"COL3A1",
"SOD2",
"ITGB1",
"LUM",
"PDIA3",
"COL1A1",
"AXL",
"HIF1A",
"PDGFRA",
"FGF7",
"CD44",
"HLA-DRA",
"LYZ",
"STAT6",
"SOX4",
"COL1A2",
"PKM",
"EPAS1",
"MRC1",
"CCL2",
"CTNNB1",
"RHOA",
"PLIN2",
"HSPA5",
"STAT1",
"FCER1G",
"IL4R",
"DCN",
... | [
8,
7,
3,
6,
225,
603,
136,
526,
306,
353,
426,
134,
52,
258,
424,
221,
100,
263,
357,
544,
528,
135,
438,
193,
379,
72,
151,
468,
442,
272,
542,
211,
293,
169,
336,
14,
602,
48,
206,
400,
205,
524,
304,
519,
614,
369,
600,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Fibroblasts | THD0011 |
[
[
0,
0,
105.2631607055664,
105.2631607055664,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
210.5263214111328,
0,
0,
105.2631607055664,
0,
210.5263214111328,
0,
0,
0,
0,
0,
0,
0,
0,
105.2631607055664,
0,
0,
... | train | aaaaajac-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaajac-1 | [
"EPAS1",
"VIM",
"CD34",
"SOD2",
"HERPUD1",
"ITGB1",
"KLRB1",
"PTPRC",
"FCER1G",
"AXL",
"CTNNB1",
"CD247",
"PECAM1",
"ATF4",
"GZMA",
"SLC25A37",
"HIST1H1C",
"PDIA3",
"PDIA4",
"EHMT1",
"COL3A1",
"CD274",
"SPCS3",
"STAT6",
"ACTA2",
"COL1A2",
"SPCS2",
"ZEB1",
"HAV... | [
8,
7,
3,
6,
193,
603,
92,
526,
254,
306,
316,
456,
211,
52,
151,
87,
431,
46,
248,
514,
260,
426,
427,
184,
136,
89,
532,
544,
14,
135,
531,
621,
253,
403,
103,
523,
379,
247,
515,
507,
383,
530,
224,
556,
118,
594,
360,
2... | [
[
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,... | NK cells | THD0011 |
[
[
0,
0,
326.08697509765625,
0,
0,
0,
0,
0,
0,
108.6956558227539,
0,
0,
0,
0,
163.04348754882812,
54.34782791137695,
0,
163.04348754882812,
0,
54.34782791137695,
0,
108.6956558227539,
0,
54.34782791137695,
0,
0,
... | train | aaaaaioc-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaioc-1 | [
"HIST1H1C",
"VIM",
"PTPRC",
"ACTA2",
"EPAS1",
"PECAM1",
"CXCR4",
"ITGB1",
"RHOA",
"PCNA",
"PDGFRB",
"PKM",
"ATP2A3",
"SPARCL1",
"HMGA1",
"PDIA3",
"CTNNB1",
"CST3",
"XBP1",
"ATF4",
"FKBP11",
"NUTF2",
"GNG11",
"KRT8",
"SPCS3",
"SSR3",
"SPRY2",
"CD3E",
"CCN2",
... | [
8,
7,
3,
6,
260,
603,
456,
14,
193,
431,
163,
306,
468,
420,
425,
438,
50,
530,
264,
426,
151,
147,
619,
46,
224,
409,
238,
328,
532,
541,
537,
95,
76,
103,
169,
136,
427,
135,
134,
61,
580,
254,
324,
55,
258,
357,
31,
594... | [
[
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,
0,
0,
0,
0,
0,
0,
0,
0,... | NK cells | THD0011 |
[
[
0,
0,
64.51612854003906,
0,
0,
0,
0,
64.51612854003906,
0,
0,
0,
0,
0,
0,
645.1612548828125,
0,
0,
0,
0,
0,
0,
0,
0,
129.03225708007812,
0,
0,
0,
0,
0,
0,
193.5483856201172,
0,
0,
... | train | aaaaffnh-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaffnh-1 | [
"ATF4",
"KRT18",
"ITGB1",
"MGST1",
"RHOA",
"VIM",
"FN1",
"EPAS1",
"KRT8",
"SOX4",
"EPCAM",
"SOD2",
"ITGA3",
"HSPA5",
"CA4",
"PDIA3",
"HIF1A",
"VEGFA",
"PKM",
"CTNNB1",
"CEACAM6",
"STAT1",
"UGDH",
"NUCB2",
"HMGA1",
"HERPUD1",
"PLIN2",
"PDIA4",
"BCL2L1",
"SSR3... | [
8,
7,
3,
6,
46,
324,
306,
369,
468,
603,
225,
193,
328,
528,
194,
526,
301,
272,
68,
426,
258,
602,
438,
151,
117,
542,
597,
408,
264,
254,
442,
427,
58,
541,
433,
326,
431,
519,
100,
147,
400,
247,
89,
137,
263,
494,
390,
... | [
[
0,
1,
1,
0,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
1,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT1 | THD0011 |
[
[
0,
0,
0,
93.45794677734375,
0,
0,
0,
0,
0,
93.45794677734375,
0,
0,
0,
0,
0,
93.45794677734375,
93.45794677734375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0... | train | aaaafhae-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaafhae-1 | [
"VIM",
"FN1",
"SOD2",
"PTGDS",
"LUM",
"PGC",
"COL1A2",
"COL3A1",
"MGST1",
"FGF7",
"NUTF2",
"COL1A1",
"PDGFRA",
"EPAS1",
"SFTPD",
"PDGFRB",
"ITGB1",
"PDIA3",
"XBP1",
"DMBT1",
"SSR3",
"HLA-DRA",
"SLC25A4",
"STAT1",
"SPARCL1",
"RHOA",
"HSPA5",
"HEY1",
"CSPG4",
... | [
8,
7,
3,
6,
603,
225,
526,
454,
353,
433,
135,
136,
369,
221,
409,
134,
424,
193,
507,
425,
306,
426,
619,
177,
541,
263,
515,
542,
530,
468,
272,
257,
146,
254,
400,
252,
100,
519,
151,
555,
273,
275,
21,
303,
612,
31,
438,... | [
[
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,... | Fibroblasts | THD0011 |
[
[
0,
0,
108.99182891845703,
0,
0,
0,
0,
0,
0,
27.247957229614258,
0,
0,
0,
0,
136.2397918701172,
0,
0,
0,
0,
354.22344970703125,
27.247957229614258,
0,
0,
54.495914459228516,
0,
0,
0,
0,
0,
0,
... | train | aaaaglmf-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaglmf-1 | [
"EPCAM",
"KRT18",
"KRT8",
"HIST1H1C",
"HMGA1",
"AXL",
"MGST1",
"RHOA",
"S100A2",
"PDIA3",
"CCN2",
"PCNA",
"MYDGF",
"PRDX4",
"GSR",
"XBP1",
"ITGB1",
"SSR3",
"FN1",
"ITGA3",
"ATF4",
"MKI67",
"SPCS3",
"ACTA2",
"FAS",
"EHMT1",
"YAP1",
"NAPSA",
"KRT14",
"CTNNB1",... | [
8,
7,
3,
6,
194,
324,
328,
260,
264,
52,
369,
468,
478,
426,
76,
420,
390,
450,
247,
619,
306,
541,
225,
301,
46,
371,
532,
14,
206,
184,
620,
394,
321,
151,
273,
100,
296,
438,
442,
182,
409,
596,
231,
428,
193,
272,
191,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
1,
1,
1,
1,
0,
1,
0,
0,
0,
1,
1,
0,
0,
0,
0,
1,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Proliferating Epithelial | THD0011 |
[
[
0,
0,
114.6131820678711,
0,
28.653295516967773,
28.653295516967773,
0,
0,
0,
85.95988464355469,
0,
0,
0,
0,
200.5730743408203,
0,
28.653295516967773,
0,
85.95988464355469,
0,
57.30659103393555,
57.30659103393555,
0,
57... | train | aaaafiom-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaafiom-1 | [
"KRT18",
"KRT8",
"EPCAM",
"MGST1",
"PDIA3",
"PKM",
"SFTPD",
"XBP1",
"PDIA4",
"NKX2-1",
"HIST1H1C",
"IDH1",
"NAPSA",
"ATF4",
"YAP1",
"PCNA",
"CD44",
"RHOA",
"CTNNB1",
"EPAS1",
"HYOU1",
"NUTF2",
"SSR3",
"ITGB1",
"FN1",
"VIM",
"HIF1A",
"ACTA2",
"SLC25A4",
"CEAC... | [
8,
7,
3,
6,
324,
328,
194,
369,
426,
438,
507,
619,
427,
404,
260,
276,
394,
46,
620,
420,
100,
468,
151,
193,
273,
409,
541,
306,
225,
603,
258,
14,
515,
117,
428,
275,
580,
264,
301,
537,
182,
31,
332,
469,
371,
51,
408,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
0,
1,
1,
1,
0,
0,
1,
0,
1,
0,
0,
0,
1,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,... | Proliferating Epithelial | THD0011 |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
200,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
100,
0,
0,
... | train | aaaafino-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaafino-1 | [
"VIM",
"LYZ",
"HLA-DRA",
"KRT8",
"FN1",
"COL1A1",
"COL1A2",
"LUM",
"KRT18",
"TOP2A",
"RHOA",
"ATF4",
"SPCS3",
"CXCR4",
"CD44",
"PDIA4",
"HLA-DQB1",
"FCER1G",
"MGST1",
"HAVCR2",
"CD68",
"CD69",
"SOX4",
"GSR",
"GPR183",
"HIF1A",
"MS4A7",
"RACGAP1",
"HIST1H1C",
... | [
8,
7,
3,
6,
603,
357,
263,
328,
225,
134,
135,
353,
324,
581,
468,
46,
532,
163,
100,
427,
262,
211,
369,
253,
102,
103,
528,
247,
242,
258,
383,
457,
260,
409,
473,
147,
149,
151,
169,
456,
450,
426,
178,
196,
428,
116,
136... | [
[
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,... | DCs | THD0011 |
[
[
0,
0,
135.1351318359375,
0,
67.56756591796875,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
67.56756591796875,
0,
135.1351318359375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0... | train | aaaafiok-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaafiok-1 | [
"KRT8",
"XBP1",
"HIST1H1C",
"KRT18",
"HMGA1",
"SFTPD",
"LAMP3",
"ITGB1",
"MGST1",
"PDIA4",
"PCNA",
"SSR3",
"NKX2-1",
"EPCAM",
"PDIA3",
"RHOA",
"ITGA3",
"FN1",
"ICAM1",
"HIF1A",
"NAPSA",
"SPCS2",
"SPCS3",
"CDK1",
"CTNNB1",
"CEACAM6",
"GKN2",
"STAT6",
"HSPA5",
... | [
8,
7,
3,
6,
328,
619,
260,
324,
264,
507,
332,
306,
369,
427,
420,
541,
404,
194,
426,
468,
301,
225,
275,
258,
394,
531,
532,
114,
151,
117,
234,
544,
272,
276,
273,
193,
197,
580,
581,
14,
60,
428,
400,
304,
100,
180,
517,... | [
[
0,
1,
1,
0,
1,
1,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Proliferating Epithelial | THD0011 |
[
[
0,
0,
166.6666717529297,
0,
0,
83.33333587646484,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
83.33333587646484,
0,
0,
0,
83.33333587646484,
83.33333587646484,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaafine-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaafine-1 | [
"VIM",
"COL3A1",
"LYZ",
"COL1A1",
"FN1",
"CD44",
"LUM",
"CCN2",
"SOD2",
"DCN",
"COL1A2",
"SPARCL1",
"XBP1",
"YAP1",
"PDGFRA",
"HERPUD1",
"MGST1",
"PDIA3",
"SPP1",
"ITGB1",
"ACTA2",
"IDH1",
"HIF1A",
"CD14",
"HYOU1",
"FGF2",
"MAL",
"SOX9",
"TGFB1",
"HMGA1",
... | [
8,
7,
3,
6,
603,
136,
357,
134,
225,
100,
353,
76,
526,
169,
135,
530,
619,
620,
424,
254,
369,
426,
536,
306,
14,
276,
258,
80,
273,
220,
358,
529,
556,
264,
528,
468,
182,
23,
242,
178,
304,
427,
425,
205,
151,
450,
594,
... | [
[
0,
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,
0,... | Fibroblasts | THD0011 |
[
[
0,
0,
32.25806427001953,
0,
32.25806427001953,
32.25806427001953,
0,
32.25806427001953,
0,
96.7741928100586,
0,
0,
0,
0,
225.80645751953125,
0,
32.25806427001953,
0,
0,
129.03225708007812,
0,
32.25806427001953,
0,
64.5... | train | aaaafioa-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaafioa-1 | [
"KRT18",
"KRT8",
"NKX2-1",
"HMGA1",
"EPCAM",
"PKM",
"HIST1H1C",
"PDIA3",
"CDK1",
"TOP2A",
"ATF4",
"ITGB1",
"YAP1",
"MGST1",
"RHOA",
"PCNA",
"PDIA4",
"CD44",
"SOD2",
"MKI67",
"AXL",
"ERLEC1",
"EPAS1",
"CENPF",
"SPCS3",
"CTNNB1",
"HSPA5",
"SMAD4",
"HYOU1",
"GS... | [
8,
7,
3,
6,
324,
328,
404,
264,
194,
438,
260,
426,
114,
581,
46,
306,
620,
369,
468,
420,
427,
100,
526,
371,
52,
197,
193,
118,
532,
151,
272,
519,
273,
247,
180,
450,
31,
409,
428,
394,
301,
184,
515,
619,
596,
117,
258,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
1,
0,
1,
1,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
1,
0,
0,
0,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,... | Proliferating Epithelial | THD0011 |
[
[
0,
0,
79.05138397216797,
0,
0,
39.525691986083984,
0,
39.525691986083984,
39.525691986083984,
39.525691986083984,
0,
0,
0,
0,
79.05138397216797,
0,
0,
0,
0,
0,
0,
0,
0,
0,
39.525691986083984,
0,
0,
0,
... | train | aaaaffpn-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaffpn-1 | [
"VIM",
"HMOX1",
"CD68",
"MARCO",
"LYZ",
"MS4A7",
"IDH1",
"MRC1",
"FN1",
"PDIA3",
"PKM",
"FCER1G",
"HLA-DRA",
"EPAS1",
"CTNNB1",
"CST3",
"PLIN2",
"RHOA",
"MYDGF",
"HERPUD1",
"HSPA5",
"GSR",
"STAT6",
"VEGFA",
"LGALS1",
"SLC1A3",
"CD44",
"COL3A1",
"ITGB1",
"RTK... | [
8,
7,
3,
6,
603,
266,
102,
362,
357,
383,
276,
379,
225,
426,
438,
211,
263,
193,
151,
147,
442,
468,
390,
254,
272,
247,
544,
602,
336,
513,
100,
136,
306,
473,
531,
262,
260,
258,
427,
253,
231,
163,
456,
324,
619,
14,
71,... | [
[
0,
1,
1,
1,
1,
0,
1,
1,
0,
1,
1,
1,
1,
0,
1,
0,
0,
0,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Macrophages | THD0011 |
[
[
0,
0,
84.03361511230469,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
84.03361511230469,
0,
0,
0,
84.03361511230469,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaglml-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaglml-1 | [
"VIM",
"POSTN",
"COL3A1",
"LUM",
"COL1A1",
"COL1A2",
"FN1",
"PDIA3",
"CST3",
"FAP",
"HERPUD1",
"RTKN2",
"FKBP11",
"ITGAV",
"SNAI2",
"PDGFRA",
"KRT18",
"RHOA",
"ITGB1",
"SOD2",
"MYC",
"HIST1H1C",
"CD44",
"UBE2J1",
"CTHRC1",
"XBP1",
"AXIN2",
"EPCAM",
"ACTA2",
... | [
8,
7,
3,
6,
603,
446,
136,
353,
134,
135,
225,
426,
147,
205,
254,
473,
224,
304,
523,
424,
324,
468,
306,
526,
389,
260,
100,
594,
149,
619,
51,
194,
14,
46,
427,
450,
620,
184,
169
] | [
[
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
[
1,
0,
1,
1,
1,
1,
1,
1,
0... | Activated FBs | THD0011 |
[
[
0,
0,
120.48192596435547,
0,
0,
0,
0,
0,
0,
30.120481491088867,
0,
0,
0,
0,
210.84336853027344,
0,
30.120481491088867,
0,
0,
0,
0,
0,
0,
30.120481491088867,
30.120481491088867,
0,
0,
0,
30.120481491... | train | aaaaaiok-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaiok-1 | [
"KRT18",
"SFTPD",
"KRT8",
"FN1",
"VIM",
"LYZ",
"PKM",
"CTNNB1",
"NUTF2",
"EPCAM",
"RHOA",
"XBP1",
"NKX2-1",
"HMOX1",
"ATF4",
"CD44",
"ICAM1",
"PDIA3",
"MGST1",
"PCNA",
"HLA-DRA",
"DUOX1",
"EPAS1",
"PDIA6",
"LUM",
"HMGA1",
"HSPA5",
"PDIA4",
"ACTA2",
"NAPSA",
... | [
8,
7,
3,
6,
324,
507,
328,
225,
603,
357,
438,
151,
409,
194,
468,
619,
404,
266,
46,
100,
275,
426,
369,
420,
263,
180,
193,
428,
353,
264,
272,
427,
14,
394,
594,
580,
454,
532,
261,
602,
431,
169,
276,
442,
542,
206,
242,... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
1,
0,
0,
1,
1,
1,
1,
1,
0,
0,
0,
1,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Proliferating Epithelial | THD0011 |
[
[
0,
0,
180.18017578125,
0,
0,
0,
0,
0,
0,
90.090087890625,
0,
0,
0,
90.090087890625,
90.090087890625,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
450.450439453125,
0,
0,
0,
0,
0,
0,
0,
0... | train | aaaaaihl-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaihl-1 | [
"EPAS1",
"PECAM1",
"VIM",
"BMPR2",
"CD34",
"FN1",
"HIST1H1C",
"LUM",
"SFTPC",
"RHOA",
"EGFR",
"YAP1",
"ITGB1",
"LGALS1",
"PKM",
"IL7R",
"ACTA2",
"WWTR1",
"STAT1",
"RNASE1",
"SFTPD",
"CLDN5",
"XBP1",
"EPCAM",
"FCN3",
"HEY1",
"WFDC2",
"HLA-DQA1",
"HLA-DRA",
"H... | [
8,
7,
3,
6,
193,
431,
603,
61,
92,
225,
260,
353,
506,
468,
182,
620,
306,
336,
438,
294,
14,
618,
542,
469,
507,
126,
619,
194,
217,
257,
610,
261,
263,
264,
276,
291,
296,
594,
308,
328,
580,
530,
369,
100,
400,
411,
424,
... | [
[
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 |
[
[
0,
0,
25.316455841064453,
25.316455841064453,
75.94937133789062,
0,
0,
0,
0,
75.94937133789062,
0,
0,
0,
0,
202.53164672851562,
25.316455841064453,
25.316455841064453,
0,
25.316455841064453,
0,
0,
25.316455841064453,
0,
... | train | aaaafhag-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaafhag-1 | [
"SFTPC",
"SFTPD",
"PGC",
"XBP1",
"NAPSA",
"CD44",
"RHOA",
"DUOX1",
"NKX2-1",
"DMBT1",
"MGST1",
"SFTA2",
"ATF4",
"ICAM1",
"PDIA3",
"PDIA4",
"EPCAM",
"LAMP3",
"HYOU1",
"KRT18",
"KRT8",
"PKM",
"YAP1",
"PDIA6",
"AGR3",
"EPAS1",
"EHMT1",
"ITGB1",
"EGFR",
"GKN2",
... | [
8,
7,
3,
6,
506,
507,
433,
619,
394,
100,
468,
180,
404,
177,
369,
504,
46,
275,
426,
427,
194,
332,
273,
324,
328,
438,
620,
428,
22,
193,
184,
306,
182,
234,
541,
31,
276,
296,
58,
263,
258,
532,
137,
469,
481,
494,
519,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
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,... | AT2 | THD0011 |
[
[
0,
0,
133.3333282470703,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
133.3333282470703,
0,
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 | aaaaglkj-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaglkj-1 | [
"VIM",
"GNLY",
"ITGB1",
"PTPRC",
"COL3A1",
"LUM",
"HIST1H1C",
"DCN",
"CD44",
"CD68",
"PDGFRA",
"COL1A2",
"GZMA",
"PRDX4",
"PTGDS",
"IL7R",
"CD52",
"CD3G",
"SPARCL1",
"CD2",
"SEC11C",
"SFTPC",
"FCER1G",
"OAS2",
"SSR3",
"FGFBP2",
"FN1",
"MRC1",
"GZMB",
"HAVCR2... | [
8,
7,
3,
6,
603,
239,
306,
456,
136,
353,
260,
169,
100,
102,
424,
135,
248,
450,
454,
294,
101,
96,
530,
85,
490,
506,
211,
410,
541,
222,
225,
379,
249,
253,
254,
335,
334,
291,
620,
303,
193,
542,
163,
619,
544,
14,
585,
... | [
[
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
... | NK cells | THD0011 |
[
[
0,
0,
0,
0,
0,
195.3125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
39.0625,
39.0625,
0,
0,
0,
0,
39.0625,
0,
39.0625,
0,
0,
0,
117.1875,
0,
0,
0,
156.25,
0,
0,
0,
0,
0,
0... | train | aaaafjog-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaafjog-1 | [
"VIM",
"LYZ",
"MS4A7",
"PKM",
"HLA-DRA",
"RHOA",
"MRC1",
"HERPUD1",
"HIF1A",
"IDH1",
"CD14",
"XBP1",
"FCER1G",
"CD68",
"S100A9",
"CD44",
"PDIA3",
"ITGAM",
"AIF1",
"PTPRC",
"ICAM1",
"CCL18",
"SOD2",
"CTNNB1",
"HSPA5",
"C1QC",
"PLIN2",
"TGFB1",
"MGST1",
"GPR18... | [
8,
7,
3,
6,
603,
357,
383,
438,
263,
468,
379,
254,
258,
276,
80,
619,
211,
102,
481,
100,
426,
303,
23,
456,
275,
71,
526,
151,
272,
66,
442,
556,
369,
242,
602,
97,
147,
134,
260,
580,
431,
586,
214,
408,
109,
48,
253,
4... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Interstitial Macrophages | THD0011 |
[
[
0,
0,
63.2911376953125,
0,
0,
221.51898193359375,
0,
0,
0,
0,
0,
0,
0,
0,
63.2911376953125,
63.2911376953125,
63.2911376953125,
0,
0,
0,
0,
31.64556884765625,
0,
31.64556884765625,
0,
0,
0,
0,
0,
... | train | aaaafgbk-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaafgbk-1 | [
"VIM",
"HLA-DRA",
"MRC1",
"LYZ",
"MARCO",
"PKM",
"CD68",
"RHOA",
"IDH1",
"CTNNB1",
"AIF1",
"HIF1A",
"ITGAM",
"FCER1G",
"ITGB1",
"GPR183",
"MS4A7",
"EPAS1",
"CD44",
"PDIA3",
"PLIN2",
"HSPA5",
"MCEMP1",
"HIST1H1C",
"FCGR3A",
"HERPUD1",
"SSR3",
"HMOX1",
"CD14",
... | [
8,
7,
3,
6,
603,
263,
379,
357,
362,
438,
102,
468,
276,
151,
23,
258,
303,
211,
306,
242,
383,
193,
100,
426,
442,
272,
363,
260,
214,
254,
541,
266,
80,
305,
147,
14,
72,
46,
580,
47,
408,
448,
48,
586,
71,
431,
225,
373... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
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,... | SPP1+ Macrophages | THD0011 |
[
[
0,
0,
86.58008575439453,
0,
0,
86.58008575439453,
0,
0,
0,
43.290042877197266,
0,
0,
0,
0,
43.290042877197266,
0,
86.58008575439453,
0,
0,
86.58008575439453,
0,
43.290042877197266,
43.290042877197266,
43.29004287719726... | train | aaaafgcd-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaafgcd-1 | [
"FN1",
"VIM",
"SOD2",
"COL3A1",
"LUM",
"FGF7",
"PDGFRA",
"COL1A2",
"LYZ",
"CD44",
"DCN",
"SNAI2",
"PTGDS",
"NHSL2",
"PLIN2",
"HIF1A",
"HMOX1",
"HLA-DQA1",
"COL1A1",
"ITGB1",
"XBP1",
"RHOA",
"PDIA3",
"NFKB1",
"EPAS1",
"VEGFA",
"CD68",
"AIF1",
"ICAM1",
"RSPO3"... | [
8,
7,
3,
6,
225,
603,
526,
136,
353,
221,
424,
135,
357,
100,
169,
523,
454,
401,
442,
258,
266,
261,
134,
306,
619,
468,
426,
400,
193,
602,
102,
23,
275,
472,
14,
438,
52,
184,
514,
48,
519,
146,
513,
456,
182,
171,
197,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
1,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Fibroblasts | THD0011 |
[
[
0,
0,
0,
0,
0,
226.2443389892578,
0,
0,
45.24886703491211,
0,
0,
0,
0,
0,
135.74659729003906,
45.24886703491211,
45.24886703491211,
0,
0,
0,
0,
0,
0,
0,
45.24886703491211,
0,
45.24886703491211,
0,
9... | train | aaaafgcf-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaafgcf-1 | [
"VIM",
"LYZ",
"HLA-DRA",
"FCER1G",
"HIF1A",
"SOD2",
"RHOA",
"PKM",
"PDIA6",
"AIF1",
"PTPRC",
"GPR183",
"MRC1",
"CD14",
"CD68",
"PDIA3",
"HIST1H1C",
"CD44",
"VEGFA",
"ATF4",
"NFKB1",
"UBE2J1",
"CST3",
"HAVCR2",
"CTNNB1",
"HMOX1",
"HSPA5",
"HYOU1",
"ITGAX",
"M... | [
8,
7,
3,
6,
603,
357,
263,
211,
258,
526,
468,
438,
428,
23,
456,
242,
379,
80,
102,
426,
260,
100,
602,
46,
400,
594,
147,
253,
151,
266,
272,
273,
305,
360,
328,
304,
480,
346,
427,
619,
431,
66,
383,
506,
527,
225,
473,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Interstitial Macrophages | THD0011 |
[
[
0,
0,
379.746826171875,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
126.582275390625,
189.8734130859375,
0,
126.582275390625,
0,
0,
0,
0,
0,
0,
126.582275390625,
0,
0,
63.2911376953125,
0,
0,
0,
0,
0,... | train | aaaafgco-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaafgco-1 | [
"VIM",
"SOD2",
"ACTA2",
"IRF1",
"SPARCL1",
"COL1A2",
"HMOX1",
"ICAM1",
"ITGB1",
"FCER1G",
"FN1",
"MRC1",
"HIF1A",
"ATF4",
"RHOA",
"PDIA4",
"PDIA3",
"UBE2J1",
"PDGFRB",
"XBP1",
"HLA-DRA",
"HMGA1",
"HERPUD1",
"HSPA5",
"STAT1",
"YAP1",
"SNAI2",
"LUM",
"IL7R",
"... | [
8,
7,
3,
6,
603,
526,
14,
296,
530,
135,
266,
275,
306,
211,
225,
379,
258,
46,
468,
427,
426,
594,
425,
619,
263,
264,
254,
272,
542,
620,
523,
353,
294,
400,
58,
182,
48,
146,
45,
389,
205,
191,
214,
231,
169,
147,
197,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SMCs | THD0011 |
[
[
0,
0,
111.11111450195312,
0,
0,
333.3333435058594,
0,
0,
0,
0,
0,
0,
0,
0,
55.55555725097656,
0,
0,
0,
0,
0,
0,
55.55555725097656,
0,
0,
0,
0,
0,
0,
55.55555725097656,
0,
0,
0,
0,
... | train | aaaaaikc-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaikc-1 | [
"VIM",
"LYZ",
"RHOA",
"MS4A7",
"FN1",
"AIF1",
"HIF1A",
"HIST1H1C",
"LUM",
"CST3",
"SPARCL1",
"COL3A1",
"XBP1",
"EPAS1",
"ITGB1",
"HLA-DQA1",
"EREG",
"HMGA1",
"SPCS3",
"SLC1A3",
"PTPRC",
"PDGFRB",
"FCER1G",
"PKM",
"NAPSA",
"GPR183",
"ACTA2",
"IDH1",
"COL1A1",
... | [
8,
7,
3,
6,
603,
357,
468,
383,
225,
23,
258,
260,
353,
147,
530,
136,
619,
193,
306,
261,
196,
264,
532,
513,
456,
425,
211,
438,
394,
242,
14,
276,
134,
526,
324,
151,
273,
454,
135,
544,
102,
254,
109,
379,
101,
621,
504,... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Macrophages | THD0011 |
[
[
0,
0,
103.09278106689453,
0,
0,
154.63917541503906,
0,
0,
0,
0,
0,
0,
0,
0,
51.546390533447266,
0,
0,
0,
0,
0,
0,
0,
0,
51.546390533447266,
0,
0,
0,
0,
51.546390533447266,
0,
0,
0,
0... | train | aaaafgdi-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaafgdi-1 | [
"VIM",
"COL3A1",
"HLA-DRA",
"COL1A1",
"LYZ",
"FN1",
"LUM",
"IDH1",
"COL1A2",
"HLA-DQA1",
"PDIA4",
"SOD2",
"CD44",
"HMOX1",
"AIF1",
"CD14",
"SPCS3",
"RNASE1",
"CST3",
"ITGAV",
"RHOA",
"MS4A7",
"PDGFRA",
"EPCAM",
"PDIA6",
"PDIA3",
"PTPRC",
"HAVCR2",
"XBP1",
"A... | [
8,
7,
3,
6,
603,
136,
263,
134,
357,
225,
353,
276,
135,
261,
427,
526,
100,
266,
23,
80,
532,
469,
147,
304,
468,
383,
424,
194,
428,
426,
456,
253,
619,
14,
258,
272,
178,
358,
350,
346,
296,
442,
336,
303,
306,
494,
149,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Macrophages | THD0011 |
[
[
0,
0,
259.7402648925781,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
194.80520629882812,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
64.93506622314453,
0,
0,
0,
0,
64... | train | aaaafinf-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaafinf-1 | [
"VIM",
"COL1A1",
"COL3A1",
"LUM",
"COL1A2",
"CTHRC1",
"FN1",
"ACTA2",
"PDIA3",
"HIF1A",
"PDGFRA",
"PDIA4",
"PKM",
"RHOA",
"ATF4",
"YAP1",
"SOX4",
"UBE2J1",
"CTNNB1",
"HYOU1",
"XBP1",
"KRT8",
"FGF7",
"HLA-DQA1",
"STAT1",
"LYZ",
"CCL18",
"MARCO",
"SPARCL1",
"S... | [
8,
7,
3,
6,
603,
134,
136,
353,
135,
149,
225,
14,
426,
258,
424,
427,
438,
468,
46,
620,
528,
594,
151,
273,
619,
328,
221,
261,
542,
357,
71,
362,
530,
524,
371,
220,
247,
507,
394,
532,
263,
389,
284,
324,
76,
205,
612,
... | [
[
0,
1,
1,
1,
1,
1,
0,
1,
0,
0,
1,
1,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Fibroblasts | THD0011 |
[
[
0,
0,
0,
0,
0,
170.4545440673828,
0,
56.818180084228516,
0,
56.818180084228516,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
56.818180084228516,
0,
0,
0,
0,
56.818180084228516,
0,
0,
0,
0,
0,
45... | train | aaaaglmh-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaglmh-1 | [
"VIM",
"LYZ",
"HLA-DRA",
"IDH1",
"CCL18",
"HIF1A",
"FCER1G",
"HERPUD1",
"PDIA3",
"CD68",
"PKM",
"GSR",
"HSPA5",
"GPR183",
"MS4A7",
"STAT6",
"S100A2",
"PLIN2",
"SOD2",
"HLA-DQA1",
"FCGR3A",
"AIF1",
"CTNNB1",
"CD44",
"XBP1",
"CCL2",
"PECAM1",
"SNAI1",
"SPCS3",
... | [
8,
7,
3,
6,
603,
357,
263,
276,
71,
258,
211,
254,
426,
102,
438,
247,
272,
242,
383,
544,
478,
442,
526,
261,
214,
23,
151,
100,
619,
72,
431,
522,
532,
96,
516,
513,
136,
225,
224,
144,
408,
468,
411,
171,
420,
448,
428,
... | [
[
0,
1,
1,
1,
0,
1,
0,
0,
1,
0,
1,
0,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SPP1+ Macrophages | THD0011 |
[
[
0,
0,
217.3913116455078,
0,
0,
108.6956558227539,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
108.6956558227539,
0,
108.6956558227539,
0,
0,
0,
0,
108.6956558227539,
0,
0,
0,
108.6956558227539,
0,
0,
... | train | aaaafimj-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaafimj-1 | [
"VIM",
"LUM",
"HLA-DRA",
"CXCR4",
"LYZ",
"FN1",
"RHOA",
"CD28",
"TRAC",
"HLA-DQA1",
"PDIA4",
"PKM",
"PTPRC",
"COL3A1",
"SOD2",
"CD44",
"IL7R",
"UCHL3",
"ACTA2",
"ATP2A3",
"IFNG",
"SPP1",
"SPCS2",
"CD3G",
"HSPA5",
"HMGA1",
"CD68",
"SNCA",
"PDIA3",
"HERPUD1",
... | [
8,
7,
3,
6,
603,
353,
263,
163,
357,
225,
468,
90,
585,
261,
427,
438,
456,
136,
526,
100,
294,
596,
14,
50,
281,
536,
531,
96,
272,
264,
102,
524,
426,
254,
507,
250,
379,
149,
23,
224,
448,
425,
542,
336,
260,
580,
59,
7... | [
[
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
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 |
[
[
0,
0,
277.77777099609375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
138.88888549804688,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
138.88888549804688,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaffnd-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaffnd-1 | [
"LYZ",
"VIM",
"HLA-DRA",
"MS4A7",
"IDH1",
"HMOX1",
"MRC1",
"COL1A1",
"RHOA",
"PKM",
"PECAM1",
"EHMT1",
"UBE2J1",
"FCER1G",
"IL7R",
"HLA-DQA1",
"ACTA2",
"SNAI1",
"CD44",
"CD86",
"COL3A1",
"ICAM1",
"GCLM",
"SPCS3",
"PDIA6",
"PDIA4",
"HERPUD1",
"MARCO",
"GPR183",... | [
8,
7,
3,
6,
357,
603,
263,
383,
276,
266,
379,
134,
468,
438,
431,
184,
594,
211,
294,
261,
14,
522,
100,
109,
136,
275,
231,
532,
428,
427,
254,
362,
242,
214,
258,
80,
306,
612,
46,
66
] | [
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
[
0,
0,
1,
0,
1,
0,
0,
0... | Macrophages | THD0011 |
[
[
0,
0,
218.97808837890625,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
145.9853973388672,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
218.97808837890625,
0,
72.9926986694336,
0,
0,
0,
0,
0,
0,
... | train | aaaafhcl-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaafhcl-1 | [
"EPAS1",
"VIM",
"PECAM1",
"SPARCL1",
"HIF1A",
"HERPUD1",
"IL7R",
"FN1",
"LYZ",
"FCN3",
"HEY1",
"BMPR2",
"MRC1",
"RHOA",
"TTC19",
"UBE2J1",
"ACTA2",
"YAP1",
"HLA-DRA",
"XBP1",
"CTNNB1",
"CD14",
"CCN2",
"IRF1",
"ZEB1",
"ATF4",
"KRT18",
"CD44",
"CD68",
"ICAM1",... | [
8,
7,
3,
6,
193,
603,
431,
530,
258,
254,
294,
225,
357,
217,
257,
61,
379,
468,
590,
594,
14,
620,
263,
619,
151,
80,
76,
296,
621,
46,
324,
100,
102,
275,
542,
272,
383,
207,
260,
126,
291,
526,
400,
408,
513,
242,
420,
... | [
[
0,
1,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Arteriole | THD0011 |
[
[
0,
0,
117.64705657958984,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
117.64705657958984,
0,
117.64705657958984,
0,
0,
0,
0,
0,
117.64705657958984,
0,
0,
0,
0,
0,
0,
0,
0,
0,
235.2941131591797,... | train | aaaaailh-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaailh-1 | [
"VIM",
"MRC1",
"LYZ",
"RHOA",
"IDH1",
"GPR183",
"PKM",
"HLA-DRA",
"HMOX1",
"PECAM1",
"CCL18",
"FCER1G",
"SELENOS",
"CD44",
"CD68",
"HIF1A",
"SPCS3",
"CD2",
"HIST1H1C",
"MARCO",
"HAVCR2",
"CD8B",
"IL7R",
"CDK1",
"PLIN2",
"EREG",
"PDIA4",
"PDIA3",
"RNASE1",
"F... | [
8,
7,
3,
6,
603,
379,
357,
468,
276,
242,
438,
263,
266,
431,
71,
211,
494,
100,
102,
258,
532,
85,
260,
362,
253,
111,
294,
114,
442,
196,
427,
426,
469,
210,
113,
151,
410,
483,
408,
405,
506,
80,
214,
116,
95,
287,
48,
... | [
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
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 |
[
[
0,
0,
245.90164184570312,
0,
0,
0,
0,
81.96721649169922,
0,
81.96721649169922,
0,
0,
0,
409.8360900878906,
81.96721649169922,
0,
0,
0,
0,
0,
0,
0,
0,
409.8360900878906,
0,
0,
81.96721649169922,
0,
0... | train | aaaaaikp-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaikp-1 | [
"IFIT3",
"VIM",
"LUM",
"FN1",
"COL3A1",
"RHOA",
"IFIT2",
"BCL2L1",
"ATF3",
"DCN",
"COL4A3",
"PKM",
"ACTA2",
"CD44",
"GCLM",
"CEACAM6",
"COL1A1",
"PTGDS",
"ITGB1",
"NUTF2",
"HERPUD1",
"EPCAM",
"CD274",
"SPCS3",
"SOX4",
"PTPRC",
"SOD2",
"SMAD4",
"PDGFRA",
"RNA... | [
8,
7,
3,
6,
280,
603,
353,
225,
136,
468,
279,
58,
45,
169,
137,
438,
14,
100,
231,
117,
134,
454,
306,
409,
254,
194,
89,
532,
528,
456,
526,
519,
424,
469,
394,
211,
400,
401,
149,
260,
135,
220,
264,
294,
46,
301,
31,
2... | [
[
0,
1,
1,
1,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT1 | THD0011 |
[
[
0,
0,
0,
0,
0,
121.21212005615234,
0,
0,
60.60606002807617,
0,
0,
0,
0,
0,
60.60606002807617,
60.60606002807617,
60.60606002807617,
0,
0,
0,
0,
0,
0,
0,
0,
0,
60.60606002807617,
0,
0,
0,
0,
... | train | aaaagmmh-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaagmmh-1 | [
"VIM",
"HLA-DRA",
"MRC1",
"FCER1G",
"HERPUD1",
"HIF1A",
"HLA-DQA1",
"VEGFA",
"CD44",
"LYZ",
"LUM",
"FN1",
"MS4A7",
"HAVCR2",
"EPAS1",
"ICAM1",
"HLA-DQB1",
"PECAM1",
"XBP1",
"IRF1",
"AIF1",
"CD14",
"CD34",
"COL3A1",
"PTPRC",
"CST3",
"STAT6",
"CCL18",
"GPR183",
... | [
8,
7,
3,
6,
603,
263,
379,
211,
254,
258,
261,
602,
100,
357,
353,
225,
383,
253,
193,
275,
262,
431,
619,
296,
23,
80,
92,
136,
456,
147,
544,
71,
242,
266,
420,
524,
114,
276,
513,
135,
151,
408,
163,
468,
102,
522,
194,
... | [
[
0,
1,
1,
1,
1,
1,
0,
1,
1,
1,
0,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Macrophages | THD0011 |
[
[
0,
0,
495.04949951171875,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
49.50495147705078,
0,
0,
49.50495147705078,
0,
99.00990295410156,
0,
0,
49.50495147705078,
49.50495147705078,
0,
0,
99.00990295410156,
0,
0... | train | aaaagmmk-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaagmmk-1 | [
"VIM",
"FN1",
"COL3A1",
"COL1A2",
"ACTA2",
"LUM",
"DCN",
"EPAS1",
"YAP1",
"CD44",
"HIF1A",
"COL1A1",
"SOD2",
"CTHRC1",
"CTNNB1",
"RHOA",
"PTGDS",
"FGF7",
"SPARCL1",
"ITGB1",
"PDGFRA",
"SOX4",
"XBP1",
"FAS",
"TOP2A",
"STAT6",
"LAG3",
"ITGAV",
"AXL",
"BMPR2",
... | [
8,
7,
3,
6,
603,
225,
136,
135,
14,
353,
169,
193,
620,
100,
258,
134,
526,
149,
151,
468,
454,
221,
530,
306,
424,
528,
619,
206,
581,
544,
329,
304,
52,
61,
426,
409,
556,
442,
220,
212,
450,
197,
194,
596,
618,
469,
514,
... | [
[
0,
1,
1,
1,
1,
1,
0,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Proliferating Mesenchymal | THD0011 |
[
[
0,
0,
201.00502014160156,
50.25125503540039,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
150.75376892089844,
0,
100.50251007080078,
0,
50.25125503540039,
50.25125503540039,
0,
50.25125503540039,
0,
150.75376892089844,
0,
100... | train | aaaagmna-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaagmna-1 | [
"KRT18",
"TOP2A",
"KRT8",
"PKM",
"MGST1",
"MKI67",
"EPCAM",
"CDK1",
"RHOA",
"PDIA4",
"FAS",
"ACTA2",
"HIST1H1C",
"ITGB1",
"CCNB2",
"STAT1",
"BCL2L1",
"NKX2-1",
"SSR3",
"ATF4",
"HMGA1",
"XBP1",
"CD44",
"LMAN1",
"SPCS2",
"SPRY2",
"HIF1A",
"CD274",
"HES1",
"MYC... | [
8,
7,
3,
6,
324,
581,
328,
438,
369,
371,
194,
114,
468,
427,
206,
14,
260,
306,
78,
542,
58,
404,
541,
46,
264,
619,
100,
346,
531,
537,
258,
89,
255,
389,
390,
151,
478,
117,
247,
273,
408,
420,
48,
225,
193,
448,
60,
18... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
0,
0,
1,
1,
1,
1,
0,
1,
0,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Proliferating Epithelial | THD0011 |
[
[
0,
0,
216.21621704101562,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
54.054054260253906,
54.054054260253906,
0,
54.054054260253906,
0,
0,
0,
0,
0,
0,
108.10810852050781,
0,
0,
0,
0,
0,
0... | train | aaaafgbj-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaafgbj-1 | [
"VIM",
"FN1",
"SOD2",
"LUM",
"COL3A1",
"COL1A2",
"DCN",
"EPAS1",
"HIST1H1C",
"PTGDS",
"RHOA",
"PDGFRA",
"HIF1A",
"ACTA2",
"COL1A1",
"YAP1",
"ITGB1",
"XBP1",
"SPARCL1",
"HERPUD1",
"CD68",
"BMPR2",
"HLA-DQA1",
"CST3",
"NUCB2",
"RNASE1",
"STAT1",
"PDGFRB",
"SPCS3... | [
8,
7,
3,
6,
603,
225,
526,
353,
136,
135,
169,
193,
260,
454,
468,
424,
258,
14,
134,
620,
306,
619,
530,
254,
102,
61,
261,
147,
408,
469,
542,
425,
532,
409,
529,
92,
427,
442,
151,
149,
494,
389,
420,
487,
438,
100,
473,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Fibroblasts | THD0011 |
[
[
0,
0,
86.9565200805664,
0,
0,
217.39129638671875,
0,
0,
0,
0,
0,
0,
0,
43.4782600402832,
130.43478393554688,
0,
43.4782600402832,
0,
0,
0,
0,
0,
0,
0,
173.9130401611328,
0,
0,
0,
0,
0,
0,
... | train | aaaafgch-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaafgch-1 | [
"VIM",
"HMOX1",
"HLA-DRA",
"MS4A7",
"IDH1",
"CD68",
"LYZ",
"FCER1G",
"RHOA",
"MRC1",
"LUM",
"GPR183",
"AIF1",
"ITGB1",
"XBP1",
"CD44",
"STAT1",
"BCL2L11",
"SOD2",
"PLIN2",
"PDIA4",
"ATF4",
"HLA-DQA1",
"HIF1A",
"STAT6",
"CD14",
"HERPUD1",
"PDIA6",
"PKM",
"SPA... | [
8,
7,
3,
6,
603,
266,
263,
383,
276,
102,
357,
211,
468,
379,
353,
242,
23,
306,
619,
100,
542,
59,
526,
442,
427,
46,
261,
258,
544,
80,
254,
428,
438,
530,
14,
272,
602,
513,
408,
253,
71,
469,
431,
214,
151,
494,
225,
1... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Macrophages | THD0011 |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.