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,
0,
100,
0,
0,
0,
0,
100,
0,
0,
0,
0,
100,
100,
0,
0,
0,
0,
0,
0,
100,
0,
100,
0,
0,
50,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadkph-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadkph-1 | [
"SFTPD",
"PGC",
"RNASE1",
"EPAS1",
"VIM",
"RTKN2",
"DUOX1",
"ICAM1",
"NKX2-1",
"KRT18",
"EPCAM",
"KRT8",
"LUM",
"HIST1H1C",
"RHOA",
"MGST1",
"HSPA5",
"ITGA3",
"CTNNB1",
"GKN2",
"SEC11C",
"LMAN1",
"COL3A1",
"MSLN",
"STAT6",
"NAPSA",
"CEACAM6",
"SOX4",
"ATF3",
... | [
8,
7,
3,
6,
507,
433,
469,
193,
603,
473,
180,
275,
404,
324,
194,
328,
353,
260,
468,
369,
272,
301,
151,
234,
490,
346,
136,
384,
544,
394,
117,
528,
45,
58,
55,
225,
619,
21,
306,
46,
182,
27,
100,
431,
524,
519,
425,
1... | [
[
0,
1,
1,
1,
1,
1,
0,
1,
1,
1,
1,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT1 | THD0011 |
[
[
0,
0,
0,
0,
48.07692337036133,
0,
0,
0,
0,
48.07692337036133,
0,
0,
0,
0,
192.3076934814453,
0,
0,
48.07692337036133,
0,
0,
0,
96.15384674072266,
0,
48.07692337036133,
0,
0,
48.07692337036133,
0,
0,... | train | aaaadnoa-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadnoa-1 | [
"PGC",
"EPAS1",
"SFTPC",
"DMBT1",
"JCHAIN",
"SFTPD",
"XBP1",
"NAPSA",
"PECAM1",
"ITGB1",
"MGST1",
"CD44",
"ATF4",
"PKM",
"HLA-DRA",
"VIM",
"SEC11C",
"CTNNB1",
"FN1",
"FCN3",
"CCN2",
"RHOA",
"NKX2-1",
"ITGAV",
"LAMP3",
"HIST1H1C",
"LUM",
"PDIA3",
"IL7R",
"CLD... | [
8,
7,
3,
6,
433,
193,
506,
177,
310,
507,
619,
394,
431,
306,
369,
100,
46,
438,
263,
603,
490,
151,
225,
217,
76,
468,
404,
304,
332,
260,
353,
426,
294,
126,
532,
522,
594,
427,
55,
178,
180,
184,
586,
272,
544,
231,
234,
... | [
[
0,
1,
1,
1,
1,
1,
0,
1,
0,
0,
1,
1,
1,
1,
1,
0,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 |
[
[
0,
0,
93.45794677734375,
46.728973388671875,
0,
0,
0,
0,
46.728973388671875,
46.728973388671875,
0,
0,
0,
0,
140.18692016601562,
0,
0,
93.45794677734375,
0,
46.728973388671875,
0,
0,
0,
46.728973388671875,
0,
0... | train | aaaadjnn-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadjnn-1 | [
"VIM",
"EPAS1",
"HLA-DRA",
"HERPUD1",
"HIST1H1C",
"XBP1",
"PDIA4",
"PCNA",
"HMOX1",
"HSPA5",
"UBE2J1",
"HYOU1",
"SPARCL1",
"SEC11C",
"CD44",
"SPCS3",
"MANF",
"S100A9",
"RHOA",
"PKM",
"PDIA3",
"ATF4",
"NUTF2",
"FKBP11",
"PDIA6",
"CD34",
"MKI67",
"FCER1G",
"TGFB... | [
8,
7,
3,
6,
603,
193,
263,
254,
260,
619,
427,
420,
266,
272,
594,
273,
530,
490,
100,
532,
360,
481,
468,
438,
426,
46,
409,
224,
428,
92,
371,
211,
556,
247,
442,
448,
456,
408,
276,
357,
469,
14,
346,
50,
575,
513,
596,
... | [
[
0,
1,
1,
1,
1,
1,
1,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
1,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Proliferating Lymphoid | THD0011 |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
111.11111450195312,
0,
111.11111450195312,
111.11111450195312,
0,
0,
0,
0,
0,
0,
111.11111450195312,
0,
222.22222900390625,
0,
0,
0,
0,
0,
0... | train | aaaadlph-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadlph-1 | [
"EPAS1",
"PGC",
"VIM",
"XBP1",
"PECAM1",
"NAPSA",
"SFTPD",
"SFTPC",
"BMPR2",
"MGST1",
"LAMP3",
"GKN2",
"RHOA",
"DUOX1",
"YAP1",
"PDIA3",
"LUM",
"STAT6",
"HIST1H1C",
"HERPUD1",
"CD274",
"DMBT1",
"SPARCL1",
"EHMT1",
"PKM",
"CD44",
"GSR",
"DCN",
"EPCAM",
"CTNNB... | [
8,
7,
3,
6,
193,
433,
603,
619,
431,
394,
507,
506,
61,
369,
332,
234,
468,
180,
620,
426,
353,
544,
260,
254,
89,
177,
530,
184,
438,
100,
247,
169,
194,
151,
263,
469,
420,
272,
92,
46,
306,
276,
304,
50,
48,
580,
59,
58... | [
[
0,
1,
1,
1,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
... | gCap | THD0011 |
[
[
0,
0,
206.18556213378906,
103.09278106689453,
0,
103.09278106689453,
0,
0,
0,
0,
0,
0,
0,
0,
206.18556213378906,
0,
0,
0,
0,
206.18556213378906,
0,
0,
0,
0,
103.09278106689453,
0,
0,
0,
0,
0,
... | train | aaaadkgk-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadkgk-1 | [
"VIM",
"SFTPD",
"IL7R",
"ITGB1",
"PGC",
"PDGFRB",
"CSPG4",
"NAPSA",
"SFTPC",
"EPAS1",
"FN1",
"MYC",
"SFTA2",
"SPARCL1",
"HYOU1",
"AXL",
"SOX9",
"ATF4",
"ACTA2",
"EHMT1",
"MAL",
"SSR3",
"CST3",
"HES1",
"HERPUD1",
"SPCS3",
"AIF1",
"KRT18",
"MEG3",
"CD4",
"SO... | [
8,
7,
3,
6,
603,
507,
294,
306,
433,
425,
146,
394,
506,
193,
225,
389,
504,
530,
273,
52,
529,
46,
14,
184,
358,
541,
147,
255,
254,
532,
23,
324,
366,
97,
526,
404,
136,
135,
620,
357,
263,
260,
387,
59,
76,
431,
619,
45... | [
[
0,
1,
1,
1,
1,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Alveolar FBs | THD0011 |
[
[
0,
0,
0,
32.25806427001953,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
290.32257080078125,
64.51612854003906,
32.25806427001953,
0,
32.25806427001953,
32.25806427001953,
0,
0,
0,
32.25806427001953,
32.25806427001953,
32.258... | train | aaaadocc-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadocc-1 | [
"PGC",
"NAPSA",
"SFTPD",
"DMBT1",
"VIM",
"SOD2",
"XBP1",
"ATF4",
"HLA-DRA",
"CD44",
"MGST1",
"SFTPC",
"NKX2-1",
"LAMP3",
"DUOX1",
"SCGB3A2",
"RHOA",
"FN1",
"SFTA2",
"HIF1A",
"IDH1",
"EPAS1",
"TOP1",
"PTGDS",
"EPCAM",
"GKN2",
"SEC11C",
"HERPUD1",
"KRT18",
"ER... | [
8,
7,
3,
6,
433,
394,
507,
177,
603,
526,
619,
46,
263,
100,
369,
506,
404,
332,
180,
489,
468,
225,
504,
258,
276,
193,
580,
454,
194,
234,
490,
254,
324,
197,
428,
438,
247,
47,
450,
184,
481,
420,
136,
135,
273,
620,
272,... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
0,
0,
0,
1,
0,
0,
0,
1,
1,
1,
1,
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,
125.78616333007812,
125.78616333007812,
0,
0,
0,
0,
188.6792449951172,
62.89308166503906,
0,
0,
62.89308166503906,
0,
0,
0,
0,
0,
0,
62.89308166503906,
62.89308166503906,
0,
... | train | aaaadjof-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadjof-1 | [
"EPAS1",
"VIM",
"SPARCL1",
"FN1",
"COL1A2",
"PDGFRA",
"YAP1",
"DCN",
"LUM",
"CCN2",
"PTGDS",
"FCN3",
"COL3A1",
"PECAM1",
"ATF4",
"ITGB1",
"PGC",
"CTNNB1",
"PDIA3",
"ITGAV",
"SFTA2",
"AKR1C2",
"ANKRD28",
"KDR",
"SOX4",
"RNASE1",
"CD44",
"S100A9",
"SOD2",
"SFT... | [
8,
7,
3,
6,
193,
603,
530,
225,
135,
424,
620,
169,
353,
76,
454,
217,
136,
431,
46,
306,
433,
151,
426,
304,
504,
27,
31,
312,
528,
469,
100,
481,
526,
507,
468,
425,
182,
197,
400,
238,
379,
374,
254,
260,
273,
348,
278,
... | [
[
0,
1,
1,
1,
1,
1,
1,
0,
1,
0,
1,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Alveolar FBs | THD0011 |
[
[
0,
0,
0,
76.33587646484375,
0,
0,
0,
152.6717529296875,
0,
0,
0,
0,
0,
0,
0,
76.33587646484375,
229.00762939453125,
0,
0,
0,
0,
0,
0,
0,
76.33587646484375,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadnok-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadnok-1 | [
"HMOX1",
"VIM",
"EPAS1",
"SFTPD",
"PLIN2",
"HIF1A",
"MARCO",
"STAT1",
"HLA-DRA",
"PECAM1",
"MS4A7",
"ATG7",
"RHOA",
"KRT18",
"CST3",
"CD68",
"FN1",
"IDH1",
"IFIT1",
"COL1A2",
"SOD2",
"RNASE1",
"PDIA4",
"EHMT1",
"AKR1C1",
"DMBT1",
"ITGAX",
"KRT8",
"NKX2-1",
"... | [
8,
7,
3,
6,
266,
603,
193,
507,
442,
258,
362,
542,
263,
431,
383,
48,
468,
324,
147,
102,
225,
276,
278,
135,
526,
469,
427,
184,
26,
177,
305,
328,
404,
369,
100,
437,
253,
372,
379,
248,
515,
171,
247,
242,
211,
506,
456,... | [
[
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SPP1+ Macrophages | THD0011 |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
98.03921508789062,
0,
98.03921508789062,
0,
98.03921508789062,
0,
98.03921508789062,
0,
0,
0,
0,
0,
98.03921508789062,
0,
0,
98.03921508789062,
0,
0,
0,
0,
... | train | aaaadocg-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadocg-1 | [
"EPAS1",
"PECAM1",
"VIM",
"IL7R",
"PTGDS",
"DCN",
"FCN3",
"CST3",
"SFTPD",
"SNAI2",
"SOD2",
"LUM",
"PGC",
"ITGB1",
"XBP1",
"WWTR1",
"HEY1",
"PDIA3",
"DMBT1",
"ATF3",
"CCN2",
"HSPA5",
"HMOX1",
"NHSL2",
"SFTPC",
"RNASE1",
"SSR3",
"APLNR",
"CD68",
"S100A8",
"... | [
8,
7,
3,
6,
193,
431,
603,
294,
454,
169,
217,
147,
507,
523,
526,
353,
433,
306,
619,
618,
257,
426,
177,
45,
76,
272,
266,
401,
506,
469,
541,
35,
102,
480,
532,
92,
530,
225,
275,
212,
254,
47,
494,
50,
296,
438,
490,
1... | [
[
0,
1,
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,
0,
0,
0,
0,... | gCap | THD0011 |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
69.44444274902344,
0,
0,
0,
0,
0,
69.44444274902344,
0,
0,
0,
0,
69.44444274902344,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadnpf-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadnpf-1 | [
"SFTPD",
"SFTPC",
"PGC",
"HIST1H1C",
"CD44",
"XBP1",
"VIM",
"LAMP3",
"PCNA",
"HLA-DRA",
"SEC11C",
"PDIA3",
"EPAS1",
"JCHAIN",
"NAPSA",
"HMGA1",
"PKM",
"IDH1",
"RHOA",
"SOD2",
"SCGB3A2",
"FN1",
"MYDGF",
"MGST1",
"UBE2J1",
"HERPUD1",
"SLC25A4",
"DMBT1",
"SFTA2",... | [
8,
7,
3,
6,
507,
506,
433,
260,
100,
619,
603,
332,
420,
263,
490,
426,
193,
310,
394,
264,
438,
276,
468,
526,
489,
225,
390,
369,
594,
254,
515,
177,
504,
324,
304,
120,
488,
469,
306,
151,
620,
272,
428,
328,
194,
346,
19... | [
[
0,
1,
1,
0,
0,
1,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | not available | THD0011 |
[
[
0,
0,
35.08771896362305,
0,
0,
0,
0,
70.1754379272461,
0,
35.08771896362305,
0,
0,
0,
0,
140.3508758544922,
0,
35.08771896362305,
0,
0,
0,
0,
0,
0,
0,
0,
0,
35.08771896362305,
0,
0,
0,
0,
... | train | aaaadnpj-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadnpj-1 | [
"HMOX1",
"VIM",
"MARCO",
"CCL18",
"IDH1",
"PLIN2",
"PDIA4",
"ITGAX",
"HLA-DRA",
"EPAS1",
"GSR",
"PDIA3",
"FCER1G",
"CD14",
"MS4A7",
"MRC1",
"RNASE1",
"ATF4",
"HSPA5",
"LYZ",
"PKM",
"S100A8",
"SOD2",
"CD68",
"RHOA",
"MYDGF",
"SPP1",
"HIF1A",
"HIST1H1C",
"ITGB... | [
8,
7,
3,
6,
266,
603,
362,
71,
276,
442,
427,
305,
263,
193,
247,
426,
211,
80,
383,
379,
469,
46,
272,
357,
438,
480,
526,
102,
468,
390,
536,
258,
260,
306,
253,
151,
513,
261,
369,
100,
531,
431,
294,
324,
26,
590,
556,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
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,... | SPP1+ Macrophages | THD0011 |
[
[
0,
0,
78.74015808105469,
314.96063232421875,
78.74015808105469,
78.74015808105469,
0,
78.74015808105469,
78.74015808105469,
0,
0,
0,
0,
0,
157.48031616210938,
0,
0,
0,
0,
0,
0,
78.74015808105469,
0,
78.74015808105469,
... | train | aaaadjpb-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadjpb-1 | [
"NKX2-1",
"EPAS1",
"RTKN2",
"SFTPD",
"CEACAM6",
"FN1",
"VEGFA",
"DUOX1",
"EGFR",
"VIM",
"AGER",
"GSR",
"ITGA3",
"XBP1",
"NAPSA",
"FAS",
"HMOX1",
"PDIA3",
"PDIA6",
"HSPA5",
"MSLN",
"ITGB1",
"ATF4",
"KRT18",
"EPCAM",
"SOD2",
"CD34",
"PGC",
"SMAD4",
"SPCS2",
... | [
8,
7,
3,
6,
404,
193,
473,
507,
117,
225,
602,
180,
182,
603,
21,
247,
301,
619,
394,
206,
266,
426,
428,
272,
384,
306,
46,
324,
194,
526,
92,
433,
519,
531,
111,
254,
515,
369,
263,
528,
389,
238,
390,
147,
469,
468,
169,
... | [
[
0,
1,
1,
1,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT1 | THD0011 |
[
[
0,
0,
54.34782791137695,
0,
54.34782791137695,
54.34782791137695,
0,
0,
0,
54.34782791137695,
0,
0,
0,
0,
163.04348754882812,
0,
108.6956558227539,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadoab-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadoab-1 | [
"PGC",
"SFTPD",
"LYZ",
"NAPSA",
"SFTPC",
"S100A8",
"XBP1",
"VIM",
"MGST1",
"SOD2",
"DMBT1",
"CD44",
"PDIA3",
"HLA-DRA",
"LAMP3",
"PKM",
"PDIA4",
"ATF4",
"MS4A7",
"GCLM",
"S100A12",
"HIF1A",
"HIST1H1C",
"FCER1G",
"EPAS1",
"PDGFRA",
"ATG7",
"WFDC2",
"IL7R",
"H... | [
8,
7,
3,
6,
433,
507,
357,
394,
506,
480,
619,
603,
369,
526,
177,
100,
426,
263,
332,
438,
427,
46,
383,
231,
477,
258,
260,
211,
193,
424,
48,
610,
294,
254,
303,
454,
456,
408,
468,
305,
324,
224,
117,
120,
494,
234,
488,... | [
[
0,
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,
0,... | Interstitial Macrophages | THD0011 |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
102.56410217285156,
0,
0,
0,
0,
205.12820434570312,
0,
0,
0,
0,
0,
0,
0,
0,
0,
51.28205108642578,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0... | train | aaaadoda-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadoda-1 | [
"SFTPD",
"PGC",
"SFTPC",
"NAPSA",
"HLA-DRA",
"DMBT1",
"NKX2-1",
"DUOX1",
"CD44",
"RHOA",
"XBP1",
"ATF4",
"SOD2",
"LAMP3",
"YAP1",
"SFTA2",
"STAT6",
"KRT18",
"EPCAM",
"IDH1",
"VEGFA",
"ITGA3",
"ANKRD28",
"EHMT1",
"ITGB1",
"ITGB6",
"WWTR1",
"KLRC1",
"CD69",
"M... | [
8,
7,
3,
6,
507,
433,
506,
394,
263,
177,
404,
180,
100,
468,
619,
46,
526,
332,
620,
504,
544,
324,
194,
276,
602,
301,
31,
184,
306,
308,
618,
317,
103,
383,
426,
494,
490,
247,
147,
480,
389,
390,
135,
136,
224,
151,
456,... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
63.69426727294922,
0,
0,
0,
0,
254.77706909179688,
63.69426727294922,
0,
0,
0,
0,
0,
0,
0,
63.69426727294922,
0,
63.69426727294922,
63.69426727294922,
0,
0,
0,
0,
... | train | aaaadjph-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadjph-1 | [
"SFTPD",
"PGC",
"DMBT1",
"NAPSA",
"CD44",
"DUOX1",
"SFTPC",
"MGST1",
"RHOA",
"ATF4",
"XBP1",
"PDIA3",
"CTNNB1",
"KRT8",
"SFTA2",
"FN1",
"TOP1",
"SOD2",
"VIM",
"PKM",
"NKX2-1",
"EHMT1",
"ITGB6",
"EPAS1",
"HMOX1",
"STAT1",
"HLA-DRA",
"HMGA1",
"HIST1H1C",
"HLA-... | [
8,
7,
3,
6,
507,
433,
177,
394,
100,
180,
506,
369,
468,
46,
619,
426,
151,
328,
504,
225,
580,
526,
603,
438,
404,
184,
308,
193,
266,
542,
263,
264,
260,
262,
254,
490,
224,
544,
400,
211,
420,
197,
120,
272,
427,
275,
332... | [
[
0,
1,
1,
1,
1,
1,
0,
0,
1,
0,
1,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
112.35955047607422,
449.4382019042969,
0,
112.35955047607422,
0,
0,
0,
0,
0,
0,
0,
0,
0,
224.71910095214844,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadkak-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadkak-1 | [
"PGC",
"SFTPD",
"EPAS1",
"SFTPC",
"DMBT1",
"VIM",
"SOD2",
"ATF4",
"COL1A2",
"SSR3",
"BMPR2",
"CD44",
"NAPSA",
"CCN2",
"HIST1H1C",
"PTGDS",
"PDIA3",
"RNASE1",
"CST3",
"S100A9",
"ERLEC1",
"PDGFRA",
"MGST1",
"PDIA6",
"SPARCL1",
"SPRY2",
"PECAM1",
"PKM",
"LUM",
... | [
8,
7,
3,
6,
433,
507,
193,
506,
177,
603,
526,
46,
135,
541,
61,
100,
394,
76,
260,
454,
426,
469,
147,
481,
197,
424,
369,
428,
530,
537,
431,
438,
353,
411,
136,
306,
45,
619,
301,
266,
48,
272,
332,
620
] | [
[
0,
1,
1,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
[
1,
0,
1,
1... | AT2 | THD0011 |
[
[
0,
0,
113.63636016845703,
0,
0,
0,
0,
0,
0,
0,
0,
113.63636016845703,
0,
0,
113.63636016845703,
0,
0,
113.63636016845703,
0,
0,
0,
0,
0,
0,
0,
0,
227.27272033691406,
0,
0,
0,
340.90908813476... | train | aaaadkbe-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadkbe-1 | [
"EPAS1",
"SFTPD",
"PECAM1",
"IL7R",
"SFTPC",
"XBP1",
"CA4",
"LUM",
"EPCAM",
"NAPSA",
"BMPR2",
"CD34",
"PLIN2",
"ITGA3",
"CTNNB1",
"SPCS3",
"STAT1",
"STAT6",
"HERPUD1",
"SPRY2",
"SMAD4",
"HIF1A",
"FN1",
"CEACAM5",
"SEC11C",
"COL1A2",
"RTKN2",
"FCN3",
"RNASE1",
... | [
8,
7,
3,
6,
193,
507,
431,
294,
506,
619,
68,
353,
194,
394,
61,
92,
442,
301,
151,
532,
542,
544,
254,
537,
519,
258,
225,
116,
490,
135,
473,
217,
469,
424,
177,
178,
182,
433,
504,
263,
428,
324,
349,
603,
602,
46,
594,
... | [
[
0,
1,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 |
[
[
0,
0,
0,
0,
0,
625,
0,
69.44444274902344,
0,
0,
0,
0,
0,
0,
69.44444274902344,
0,
208.3333282470703,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
208.3333282470703,
0,
... | train | aaaadfod-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadfod-1 | [
"VIM",
"LYZ",
"AIF1",
"MRC1",
"HLA-DRA",
"MS4A7",
"CTNNB1",
"S100A8",
"ATG7",
"MARCO",
"HERPUD1",
"CD44",
"CCL2",
"FCER1G",
"PLIN2",
"IDH1",
"SCGB1A1",
"S100A9",
"PKM",
"SLC1A3",
"SOD2",
"PDIA3",
"XBP1",
"VEGFA",
"CDH26",
"HIF1A",
"ATF4",
"RHOA",
"RNASE1",
"... | [
8,
7,
3,
6,
603,
357,
23,
379,
263,
383,
151,
480,
48,
362,
254,
100,
72,
211,
442,
276,
488,
481,
438,
513,
526,
426,
619,
602,
113,
258,
46,
468,
469,
147,
102,
220,
247,
242,
514,
305,
26,
324,
116,
136,
224,
390,
408,
... | [
[
0,
1,
1,
1,
1,
1,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SPP1+ Macrophages | THD0011 |
[
[
0,
0,
0,
0,
72.9926986694336,
0,
0,
218.97808837890625,
72.9926986694336,
145.9853973388672,
0,
0,
0,
0,
0,
0,
72.9926986694336,
0,
72.9926986694336,
0,
0,
0,
0,
0,
0,
0,
145.9853973388672,
0,
0,
... | train | aaaadjga-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadjga-1 | [
"SFTPD",
"PGC",
"XBP1",
"HIST1H1C",
"STAT1",
"CD44",
"SEC11C",
"LAMP3",
"SPCS2",
"IFIT1",
"IFIT3",
"MGST1",
"AKR1C1",
"ITGB1",
"PKM",
"STAT6",
"HSPA5",
"EPAS1",
"IDH1",
"SOD2",
"TOP1",
"SFTA2",
"DUOX1",
"BMPR2",
"SPCS3",
"ANKRD28",
"RNASE1",
"OAS3",
"VIM",
"... | [
8,
7,
3,
6,
507,
433,
619,
260,
542,
100,
490,
332,
531,
278,
280,
369,
26,
306,
438,
544,
272,
193,
276,
526,
580,
504,
180,
61,
532,
31,
469,
411,
603,
394,
444,
171,
426,
409,
450,
390,
247,
431,
151,
117,
468,
494,
400,
... | [
[
0,
1,
1,
1,
1,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 |
[
[
0,
0,
0,
0,
0,
0,
0,
109.89010620117188,
109.89010620117188,
0,
0,
0,
0,
0,
219.78021240234375,
109.89010620117188,
0,
0,
0,
0,
109.89010620117188,
0,
0,
219.78021240234375,
0,
0,
439.5604248046875,
0,
... | train | aaaadfog-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadfog-1 | [
"EPAS1",
"VIM",
"PECAM1",
"IL7R",
"BMPR2",
"CD34",
"BCL2L1",
"ATF4",
"FN1",
"FCN3",
"PDIA3",
"CA4",
"FKBP11",
"EPCAM",
"GCLM",
"CTNNB1",
"HEY1",
"CEACAM6",
"HIST1H1C",
"HLA-DQA1",
"YAP1",
"IFIT2",
"ISG20",
"ITGA3",
"ITGB1",
"KRT18",
"KRT8",
"LMAN1",
"MARCO",
... | [
8,
7,
3,
6,
193,
603,
431,
294,
61,
92,
58,
46,
225,
217,
426,
68,
224,
194,
231,
151,
257,
117,
260,
261,
620,
279,
300,
301,
306,
324,
328,
346,
362,
400,
427,
473,
519,
528,
263,
80,
621,
26,
47,
72,
54,
27
] | [
[
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
],
[
1,
0... | aCap | THD0011 |
[
[
0,
0,
0,
0,
0,
0,
0,
201.34228515625,
0,
0,
0,
0,
0,
0,
67.11409759521484,
0,
0,
0,
0,
0,
0,
0,
0,
67.11409759521484,
0,
0,
201.34228515625,
0,
0,
0,
134.2281951904297,
0,
67.1140975... | train | aaaadjgh-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadjgh-1 | [
"VIM",
"SFTPD",
"EPAS1",
"STAT1",
"PGC",
"MGST1",
"PECAM1",
"IFIT3",
"RTKN2",
"HLA-DRA",
"AKR1C1",
"YAP1",
"BMPR2",
"KRT8",
"CD14",
"HIST1H1C",
"CA4",
"CEACAM6",
"SPCS3",
"STAT6",
"NKX2-1",
"RHOA",
"FN1",
"SSR3",
"CD44",
"ITGB1",
"KDR",
"PCNA",
"PDIA4",
"ERL... | [
8,
7,
3,
6,
603,
507,
193,
542,
433,
369,
431,
280,
473,
263,
26,
620,
61,
328,
80,
260,
68,
117,
532,
544,
404,
468,
225,
541,
100,
306,
312,
420,
427,
197,
469,
102,
206,
261,
519,
362,
147,
506,
120,
494,
234,
231,
394,
... | [
[
0,
1,
1,
0,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 |
[
[
0,
0,
0,
0,
0,
0,
0,
74.62686920166016,
0,
0,
0,
74.62686920166016,
0,
0,
223.880615234375,
0,
74.62686920166016,
0,
0,
0,
0,
0,
0,
0,
0,
0,
74.62686920166016,
0,
0,
0,
0,
0,
0,
... | train | aaaadgbm-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadgbm-1 | [
"PTGDS",
"EPAS1",
"PECAM1",
"VIM",
"SPARCL1",
"LUM",
"SPRY2",
"COL1A2",
"CST3",
"FN1",
"DCN",
"RHOA",
"FCN3",
"ATF4",
"CD44",
"COL1A1",
"SFTPD",
"ITGB1",
"SMAD4",
"MGST1",
"SPCS3",
"HIF1A",
"ICAM1",
"SNAI1",
"CTNNB1",
"CEACAM6",
"SELENOS",
"SEC11C",
"KRT8",
... | [
8,
7,
3,
6,
454,
193,
431,
603,
530,
353,
537,
135,
147,
225,
169,
468,
217,
46,
100,
134,
507,
306,
519,
369,
532,
258,
275,
522,
151,
117,
494,
490,
328,
136,
620,
102,
263,
456,
360,
346,
442,
348,
280,
426,
97,
221,
276,... | [
[
0,
1,
1,
1,
1,
0,
0,
1,
0,
1,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Alveolar FBs | THD0011 |
[
[
0,
0,
58.13953399658203,
0,
0,
0,
0,
0,
58.13953399658203,
0,
0,
0,
0,
58.13953399658203,
348.83721923828125,
0,
0,
0,
58.13953399658203,
0,
0,
0,
0,
58.13953399658203,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadpfd-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadpfd-1 | [
"SFTPD",
"PGC",
"SFTPC",
"LUM",
"NKX2-1",
"NAPSA",
"ATF4",
"DMBT1",
"FN1",
"CCN2",
"VIM",
"CD44",
"ITGB1",
"COL1A2",
"SFTA2",
"YAP1",
"SMAD4",
"XBP1",
"EPAS1",
"CFTR",
"CST3",
"SPCS2",
"PTGDS",
"PKM",
"RHOA",
"KRT18",
"LAMP3",
"MGST1",
"PDIA3",
"LGALS1",
"... | [
8,
7,
3,
6,
507,
433,
506,
353,
404,
394,
46,
177,
225,
76,
603,
100,
306,
135,
504,
620,
519,
619,
193,
120,
147,
531,
454,
438,
468,
324,
332,
369,
426,
336,
346,
117,
348,
263,
494,
136,
137,
144,
390,
400,
312,
169,
408,... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Alveolar FBs | THD0011 |
[
[
0,
0,
0,
0,
0,
427.3504333496094,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
85.47008514404297,
0,
0,
85.47008514404297,
0,
256.4102478027344,
0,
0,
0,
0,
0,
0,
0... | train | aaaadpfl-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadpfl-1 | [
"VIM",
"HLA-DRA",
"MRC1",
"LYZ",
"AIF1",
"EPAS1",
"HIST1H1C",
"CD44",
"PGC",
"C1QC",
"HMOX1",
"FCER1G",
"RHOA",
"MS4A7",
"HLA-DQB1",
"STAT6",
"HIF1A",
"FN1",
"SFTPC",
"FCGR3A",
"CTNNB1",
"RNASE1",
"XBP1",
"PDIA3",
"PKM",
"ITGB1",
"ITGAV",
"DUOX1",
"NAPSA",
"... | [
8,
7,
3,
6,
603,
263,
379,
357,
23,
193,
260,
100,
433,
66,
266,
211,
468,
383,
262,
544,
258,
225,
506,
214,
151,
469,
619,
426,
438,
306,
304,
180,
394,
135,
102,
404,
531,
163,
303,
177,
542,
602,
522,
427,
272,
620,
276,... | [
[
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,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Macrophages | THD0011 |
[
[
0,
0,
105.2631607055664,
0,
0,
210.5263214111328,
0,
0,
52.6315803527832,
0,
0,
0,
0,
0,
52.6315803527832,
0,
105.2631607055664,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
52.6315803527832,
0,
0,
... | train | aaaadkgp-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadkgp-1 | [
"VIM",
"HSPA5",
"HMOX1",
"LYZ",
"MARCO",
"HLA-DRA",
"IDH1",
"RNASE1",
"PDIA4",
"RHOA",
"CD68",
"XBP1",
"AIF1",
"HYOU1",
"IFIT3",
"CD14",
"HIF1A",
"HAVCR2",
"PGC",
"CD44",
"HLA-DQA1",
"TGFB1",
"SPCS3",
"MGST1",
"SEC11C",
"MRC1",
"S100A8",
"IFIT1",
"PECAM1",
"... | [
8,
7,
3,
6,
603,
272,
266,
357,
362,
263,
276,
469,
427,
468,
102,
619,
23,
273,
280,
80,
258,
253,
433,
100,
261,
556,
532,
369,
490,
379,
480,
278,
431,
526,
281,
294,
48,
14,
594,
494,
513,
507,
506,
371,
328,
242,
488,
... | [
[
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,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Macrophages | THD0011 |
[
[
0,
0,
0,
97.0873794555664,
48.5436897277832,
0,
0,
97.0873794555664,
0,
0,
0,
0,
0,
48.5436897277832,
48.5436897277832,
0,
0,
0,
97.0873794555664,
0,
0,
0,
0,
48.5436897277832,
0,
0,
145.63107299804688,
... | train | aaaadkic-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadkic-1 | [
"EPAS1",
"VIM",
"RTKN2",
"FN1",
"PGC",
"SFTPD",
"NKX2-1",
"XBP1",
"HIST1H1C",
"MGST1",
"DMBT1",
"SFTPC",
"ITGB1",
"RHOA",
"STAT1",
"PDIA3",
"COL4A3",
"BMPR2",
"DUOX1",
"EGFR",
"EHMT1",
"KRT18",
"CEACAM6",
"SFTA2",
"NAPSA",
"EPCAM",
"VEGFA",
"STAT6",
"HSPA5",
... | [
8,
7,
3,
6,
193,
603,
473,
225,
433,
507,
404,
619,
260,
369,
177,
506,
306,
468,
542,
426,
137,
61,
180,
182,
184,
324,
117,
504,
394,
194,
602,
544,
272,
526,
151,
531,
217,
328,
21,
51,
431,
26,
614,
170,
514,
258,
428,
... | [
[
0,
0,
1,
1,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
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,
0,
0,
0,
0,
0,
0,
0,
0,
0,
168.06723022460938,
0,
84.03361511230469,
0,
0,
84.03361511230469,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
10... | train | aaaadnji-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadnji-1 | [
"CCN2",
"FN1",
"VIM",
"SPARCL1",
"SFTPD",
"LUM",
"ITGB1",
"COL1A2",
"UBE2J1",
"FGF2",
"CTNNB1",
"PTGDS",
"COL3A1",
"RHOA",
"PKM",
"SOD2",
"PDIA3",
"EPAS1",
"PDGFRB",
"HERPUD1",
"ATF4",
"SNAI2",
"ERLEC1",
"HES1",
"HIF1A",
"SFRP2",
"SELENOS",
"GCLM",
"SOX9",
"... | [
8,
7,
3,
6,
76,
225,
603,
530,
507,
353,
306,
135,
594,
220,
151,
454,
136,
468,
438,
526,
426,
193,
425,
254,
46,
523,
197,
255,
258,
502,
494,
231,
529,
312,
473,
469,
146,
400,
169,
409,
444,
442,
433,
182,
206,
427,
424,... | [
[
0,
1,
1,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Fibroblasts | THD0011 |
[
[
0,
0,
0,
0,
0,
196.07843017578125,
0,
0,
0,
0,
0,
0,
0,
0,
147.05882263183594,
0,
49.01960754394531,
0,
0,
98.03921508789062,
0,
0,
0,
0,
0,
0,
0,
0,
98.03921508789062,
0,
0,
0,
98.0... | train | aaaadkhb-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadkhb-1 | [
"VIM",
"LYZ",
"HLA-DRA",
"CD68",
"MS4A7",
"MARCO",
"HSPA5",
"CCL2",
"FABP4",
"IDH1",
"CD44",
"RHOA",
"AIF1",
"HERPUD1",
"ATF4",
"ITGAX",
"FCER1G",
"PKM",
"CCL18",
"TOP1",
"EHMT1",
"CD14",
"PLIN2",
"CTNNB1",
"SLC1A3",
"C1QC",
"SOD2",
"MRC1",
"WWTR1",
"AXL",
... | [
8,
7,
3,
6,
603,
357,
263,
102,
383,
362,
272,
72,
202,
276,
100,
468,
23,
254,
46,
305,
211,
438,
71,
580,
184,
80,
442,
151,
513,
66,
526,
379,
618,
52,
266,
280,
247,
253,
522,
328,
506,
481,
142,
144,
478,
303,
296,
28... | [
[
0,
1,
1,
1,
1,
1,
1,
0,
0,
1,
1,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SPP1+ Macrophages | THD0011 |
[
[
0,
0,
135.1351318359375,
0,
0,
135.1351318359375,
0,
135.1351318359375,
270.270263671875,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
135.1351318359375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
135.135... | train | aaaadkgn-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadkgn-1 | [
"VIM",
"IFIT3",
"FABP4",
"LYZ",
"PDIA4",
"MRC1",
"CD68",
"IFIT1",
"IFIT2",
"HMOX1",
"FCGR3A",
"HERPUD1",
"IDH1",
"S100A8",
"PDIA3",
"GNG11",
"AKR1C2",
"PKM",
"SPCS3",
"MARCO",
"NAPSA",
"SFTPC",
"STAT1",
"STAT6",
"CD69",
"HLA-DRA",
"CCL18",
"SLC1A3",
"HAS2",
... | [
8,
7,
3,
6,
603,
280,
202,
357,
427,
379,
102,
278,
279,
266,
214,
254,
276,
480,
426,
238,
27,
438,
532,
362,
394,
506,
542,
544,
103,
263,
71,
513,
252,
526,
177,
136,
211,
14,
431,
23,
147,
52,
26
] | [
[
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0... | Macrophages | THD0011 |
[
[
0,
0,
128.2051239013672,
0,
0,
0,
0,
128.2051239013672,
0,
64.1025619506836,
0,
0,
0,
64.1025619506836,
128.2051239013672,
0,
64.1025619506836,
0,
192.30767822265625,
0,
64.1025619506836,
0,
0,
256.4102478027344,
6... | train | aaaadkjd-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadkjd-1 | [
"SFTPD",
"RTKN2",
"NAPSA",
"PGC",
"FN1",
"RHOA",
"VEGFA",
"ITGB1",
"MGST1",
"CEACAM6",
"YAP1",
"BCL2L1",
"EPCAM",
"KRT18",
"AXIN2",
"XBP1",
"STAT6",
"VIM",
"COL4A3",
"CCN2",
"ITGA3",
"NKX2-1",
"ERLEC1",
"PKM",
"PDIA6",
"ATF4",
"ACTA2",
"AKR1C1",
"HSPA5",
"SL... | [
8,
7,
3,
6,
507,
473,
394,
433,
225,
468,
602,
306,
369,
117,
620,
58,
194,
324,
51,
619,
544,
603,
137,
76,
301,
404,
197,
438,
428,
46,
14,
26,
272,
515,
519,
254,
504,
494,
420,
400,
180,
480,
151,
275,
469,
207,
409,
1... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT1 | THD0011 |
[
[
0,
0,
111.11111450195312,
0,
0,
0,
0,
37.03703689575195,
0,
37.03703689575195,
0,
0,
0,
0,
222.22222900390625,
0,
0,
0,
0,
0,
0,
37.03703689575195,
0,
74.0740737915039,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadkpe-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadkpe-1 | [
"SFTPD",
"SFTPC",
"PGC",
"CD44",
"NAPSA",
"DMBT1",
"NKX2-1",
"MGST1",
"HIST1H1C",
"RHOA",
"ATF4",
"EPAS1",
"XBP1",
"FN1",
"LAMP3",
"HSPA5",
"TOP1",
"LUM",
"DUOX1",
"ERLEC1",
"SFTA2",
"EGFR",
"IDH1",
"SCGB3A2",
"ACTA2",
"CST3",
"BCL2L1",
"HYOU1",
"HIF1A",
"NF... | [
8,
7,
3,
6,
507,
506,
433,
100,
394,
177,
404,
369,
260,
468,
46,
193,
619,
225,
332,
272,
580,
353,
180,
197,
504,
182,
276,
489,
14,
147,
58,
273,
258,
400,
603,
469,
76,
324,
428,
614,
620,
231,
442,
266,
113,
120,
514,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
1,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 |
[
[
0,
0,
0,
0,
0,
0,
0,
68.96551513671875,
0,
0,
0,
0,
0,
0,
137.9310302734375,
0,
0,
0,
0,
0,
0,
0,
68.96551513671875,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadjno-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadjno-1 | [
"SFTPC",
"PGC",
"SFTPD",
"XBP1",
"DMBT1",
"EPAS1",
"NAPSA",
"LAMP3",
"VIM",
"MGST1",
"YAP1",
"HLA-DRA",
"CD44",
"RHOA",
"EHMT1",
"SCGB3A2",
"HIST1H1C",
"LMAN1",
"RTKN2",
"STAT6",
"ATF4",
"ITGB1",
"CST3",
"EPCAM",
"SSR3",
"EGFR",
"SPP1",
"LUM",
"HERPUD1",
"PD... | [
8,
7,
3,
6,
506,
433,
507,
619,
177,
193,
394,
332,
603,
369,
620,
263,
100,
468,
184,
489,
260,
346,
473,
544,
46,
306,
147,
194,
541,
182,
536,
353,
254,
426,
144,
234,
308,
457,
504,
490,
180,
294,
427,
26,
556,
272,
304,... | [
[
0,
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,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 |
[
[
0,
0,
82.6446304321289,
0,
0,
220.38568115234375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
27.54821014404297,
0,
55.09642028808594,
0,
110.19284057617188,
0,
0,
0,
0,
55.09642028808594,
0,
0,
... | train | aaaadoch-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadoch-1 | [
"VIM",
"HMOX1",
"HLA-DRA",
"CD44",
"HSPA5",
"CCL18",
"LYZ",
"FCER1G",
"RHOA",
"PLIN2",
"CCL2",
"MARCO",
"AIF1",
"PDIA4",
"MS4A7",
"CD68",
"SOD2",
"XBP1",
"IDH1",
"RNASE1",
"HLA-DQA1",
"MRC1",
"PDIA3",
"HIF1A",
"S100A8",
"IL7R",
"BCL2L1",
"ITGAX",
"ACTA2",
"P... | [
8,
7,
3,
6,
603,
266,
263,
100,
272,
71,
357,
211,
468,
442,
72,
362,
23,
427,
383,
102,
526,
619,
276,
469,
261,
379,
426,
258,
480,
294,
58,
305,
14,
448,
275,
532,
428,
363,
193,
513,
197,
438,
490,
544,
280,
214,
55,
6... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SPP1+ Macrophages | THD0011 |
[
[
0,
0,
0,
79.36508178710938,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
238.09524536132812,
0,
0,
158.73016357421875,
0,
0,
0,
0,
0,
79.36508178710938,
0,
0,
238.09524536132812,
0,
0,
0,
0,
0,
0,
... | train | aaaadoci-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadoci-1 | [
"VIM",
"EPAS1",
"SFTPC",
"PGC",
"KRT18",
"SFTPD",
"XBP1",
"RHOA",
"NAPSA",
"MGST1",
"BMPR2",
"KRT8",
"ATF4",
"CD44",
"ITGB1",
"IL7R",
"HIST1H1C",
"ATP2A3",
"WWTR1",
"RNASE1",
"SLC25A4",
"TOP1",
"NFKB1",
"FN1",
"DMBT1",
"HSPA5",
"COL1A2",
"CFTR",
"KRT14",
"GS... | [
8,
7,
3,
6,
603,
193,
506,
433,
324,
507,
619,
468,
394,
369,
61,
328,
46,
100,
306,
294,
260,
50,
618,
469,
515,
580,
400,
225,
177,
272,
135,
120,
321,
247,
514,
197,
97,
489,
137,
157,
146,
21,
169,
424,
426,
428,
182,
... | [
[
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,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 |
[
[
0,
0,
0,
0,
0,
291.545166015625,
0,
0,
0,
0,
0,
58.30903625488281,
0,
0,
0,
29.154518127441406,
29.154518127441406,
0,
0,
58.30903625488281,
0,
0,
29.154518127441406,
0,
0,
0,
0,
0,
29.1545181274414... | train | aaaadodg-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadodg-1 | [
"HMOX1",
"CCL18",
"HLA-DRA",
"VIM",
"RNASE1",
"FCER1G",
"CD68",
"IDH1",
"HLA-DQA1",
"LYZ",
"AIF1",
"MRC1",
"HERPUD1",
"PLIN2",
"PDIA3",
"MARCO",
"HSPA5",
"GPR183",
"MS4A7",
"HIF1A",
"SOD2",
"PDIA6",
"SSR3",
"GCLM",
"XBP1",
"CD44",
"FCGR3A",
"SPCS3",
"PDIA4",
... | [
8,
7,
3,
6,
266,
71,
263,
603,
469,
211,
102,
276,
261,
357,
23,
379,
254,
442,
426,
362,
272,
242,
383,
258,
526,
428,
541,
231,
619,
100,
214,
532,
427,
468,
390,
264,
262,
513,
494,
537,
253,
147,
151,
273,
408,
324,
336,... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
0,
0,
0,
0,
0,
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,... | Macrophages | THD0011 |
[
[
0,
0,
0,
156.25,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
156.25,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadkai-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadkai-1 | [
"PGC",
"SFTPD",
"NAPSA",
"SFTPC",
"PDIA6",
"RHOA",
"CD44",
"CTNNB1",
"SPCS2",
"SEC11C",
"EPAS1",
"FCN3",
"LAMP3",
"HIST1H1C",
"HLA-DRA",
"DMBT1",
"HMGA1",
"COL1A1",
"IDH1",
"YAP1",
"IL7R",
"NUTF2",
"CEACAM6",
"PKM",
"RNASE1",
"SCGB3A2",
"SFTA2",
"SSR3",
"TOP1"... | [
8,
7,
3,
6,
433,
507,
394,
506,
428,
468,
100,
151,
531,
490,
193,
217,
332,
260,
263,
177,
264,
134,
276,
620,
294,
409,
117,
438,
469,
489,
504,
541,
580,
597,
619,
404,
426,
621,
21,
54
] | [
[
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
],
[
1,
0,
1,
1,
0,
0,
0,
0... | AT2 | THD0011 |
[
[
0,
0,
76.92308044433594,
0,
76.92308044433594,
0,
0,
0,
0,
76.92308044433594,
0,
0,
0,
0,
76.92308044433594,
0,
76.92308044433594,
0,
153.84616088867188,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadkbg-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadkbg-1 | [
"SFTPD",
"SFTPC",
"HIST1H1C",
"HLA-DRA",
"NAPSA",
"PGC",
"KRT18",
"CD44",
"EPAS1",
"DMBT1",
"LAMP3",
"UCHL3",
"PKM",
"MGST1",
"XBP1",
"STAT6",
"HSPA5",
"KRT8",
"NKX2-1",
"RNASE1",
"RHOA",
"SFTA2",
"TOP2A",
"SCGB3A2",
"AXIN2",
"VIM",
"WWTR1",
"PDIA3",
"LUM",
... | [
8,
7,
3,
6,
507,
506,
260,
263,
394,
433,
324,
100,
193,
177,
332,
596,
438,
369,
619,
544,
272,
328,
404,
469,
468,
504,
581,
489,
51,
603,
618,
426,
353,
529,
390,
255,
590,
31,
610,
346,
46,
427,
400,
48,
194,
456,
231,
... | [
[
0,
0,
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,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Proliferating Epithelial | THD0011 |
[
[
46.94835662841797,
46.94835662841797,
0,
46.94835662841797,
0,
46.94835662841797,
0,
0,
46.94835662841797,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
46.94835662841797,
0,
0,
46.94835662841797,
0,
0,
0,
0,
0,... | train | aaaadjha-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadjha-1 | [
"VIM",
"HLA-DRA",
"LYZ",
"MS4A7",
"MARCO",
"PDIA6",
"SOD2",
"HLA-DQA1",
"PDIA3",
"RNASE1",
"S100A8",
"IDH1",
"HMOX1",
"KRT18",
"CD14",
"NOX4",
"HIF1A",
"CCL18",
"FCER1G",
"PDIA4",
"EPAS1",
"KRT8",
"IL7R",
"CTHRC1",
"XBP1",
"FCGR3A",
"HMGA1",
"CD68",
"ITGAX",
... | [
8,
7,
3,
6,
603,
263,
357,
383,
362,
428,
526,
261,
426,
469,
480,
276,
266,
324,
80,
405,
258,
71,
211,
427,
193,
328,
294,
149,
619,
214,
264,
102,
305,
90,
531,
369,
76,
553,
431,
468,
456,
416,
273,
272,
577,
442,
580,
... | [
[
0,
1,
1,
1,
1,
0,
0,
0,
0,
1,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT1 | THD0011 |
[
[
0,
0,
97.0873794555664,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
291.26214599609375,
0,
0,
0,
0,
97.0873794555664,
0,
0,
0,
0,
0,
0,
97.0873794555664,
0,
194.1747589111328,
0,
0,
0,
0,
0... | train | aaaadjhe-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadjhe-1 | [
"VIM",
"PGC",
"COL3A1",
"PDIA3",
"LUM",
"SFTPC",
"DUOX1",
"EPAS1",
"FN1",
"NAPSA",
"COL1A2",
"ITGB1",
"ATF4",
"HERPUD1",
"COL1A1",
"LAMP3",
"CD44",
"PTGDS",
"RHOA",
"CFTR",
"C1QC",
"RNASE1",
"HIST1H1C",
"LYZ",
"MANF",
"NKX2-1",
"SPARCL1",
"PLIN2",
"SMAD4",
"... | [
8,
7,
3,
6,
603,
433,
136,
426,
353,
506,
180,
193,
225,
394,
135,
306,
46,
254,
134,
332,
100,
454,
468,
120,
66,
469,
260,
357,
360,
404,
530,
442,
519,
117,
400,
532,
272,
147,
507,
169,
211,
52,
425,
586,
424,
151,
324,
... | [
[
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Alveolar FBs | THD0011 |
[
[
0,
0,
136.98629760742188,
0,
136.98629760742188,
68.49314880371094,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
68.49314880371094,
0,
0,
68.49314880371094,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadgbl-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadgbl-1 | [
"PGC",
"SFTPC",
"DMBT1",
"SFTPD",
"MGST1",
"NAPSA",
"CD44",
"EPAS1",
"LAMP3",
"PDGFRB",
"HSPA5",
"FN1",
"XBP1",
"SFTA2",
"DUOX1",
"PDIA4",
"RNASE1",
"PTGDS",
"VIM",
"SSR3",
"KRT8",
"AGR3",
"ACTA2",
"COL1A2",
"HERPUD1",
"CFTR",
"SEC11C",
"CST3",
"RHOA",
"CTNN... | [
8,
7,
3,
6,
433,
506,
177,
507,
369,
394,
100,
193,
332,
425,
272,
225,
619,
504,
180,
427,
469,
454,
603,
541,
328,
22,
14,
135,
254,
120,
490,
147,
468,
151,
494,
444,
426,
428,
194,
197,
214,
404,
389,
379,
258,
264,
273,... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
128.2051239013672,
0,
0,
0,
0,
512.8204956054688,
128.2051239013672,
0,
128.2051239013672,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
128.2051239013672,
0,
0,
... | train | aaaadpeg-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadpeg-1 | [
"DMBT1",
"SFTPD",
"NAPSA",
"SFTPC",
"HLA-DRA",
"ATF4",
"PGC",
"CD44",
"PECAM1",
"IRF1",
"SFTA2",
"VIM",
"SPARCL1",
"LAMP3",
"YAP1",
"CA4",
"TGFB3",
"ICAM1",
"RHOA",
"SPCS2",
"RTKN2",
"SPRY2",
"HERPUD1",
"SOD2",
"SCGB3A2",
"CDK1",
"STAT6",
"TOP1",
"PDIA3",
"H... | [
8,
7,
3,
6,
177,
507,
394,
506,
263,
46,
433,
100,
431,
296,
504,
603,
530,
332,
620,
68,
558,
275,
468,
531,
473,
537,
254,
526,
489,
114,
544,
580,
426,
272,
619,
312,
442,
276,
47,
197,
597,
31,
193,
50,
596
] | [
[
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
[
1,
0,
1... | AT2 | THD0011 |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
106.38298034667969,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
106.38298034667969,
0,
0,
0,
106.38298034667969,
0,
0,
0,
0,
0,
0,
... | train | aaaadllp-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadllp-1 | [
"EPAS1",
"IL7R",
"HERPUD1",
"DMBT1",
"VIM",
"PGC",
"DCN",
"PECAM1",
"HLA-DRA",
"CD274",
"CD34",
"CCN2",
"SFTA2",
"SCGB3A2",
"NAPSA",
"SFTPC",
"LUM",
"FCN3",
"YAP1",
"HEY1",
"DUOX1",
"SPRY2",
"PLIN2",
"SPCS3",
"SPCS2",
"SPARCL1",
"POSTN",
"ITGB1",
"FGF7",
"SO... | [
8,
7,
3,
6,
193,
294,
254,
177,
603,
433,
169,
431,
263,
89,
92,
76,
504,
489,
394,
506,
353,
217,
620,
257,
180,
537,
442,
532,
531,
530,
446,
306,
221,
526,
100,
366,
371,
514,
507,
404,
400,
151,
358,
426,
276,
328,
612,
... | [
[
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 |
[
[
0,
0,
229.8850555419922,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
229.8850555419922,
0,
0,
0,
114.9425277709961,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadknd-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadknd-1 | [
"EPAS1",
"VIM",
"PECAM1",
"PGC",
"FCN3",
"NAPSA",
"ITGB1",
"SFTPD",
"RNASE1",
"CST3",
"IL7R",
"DMBT1",
"SOD2",
"FN1",
"HERPUD1",
"HIST1H1C",
"PKM",
"BMPR2",
"ITGAV",
"ACTA2",
"HSPA5",
"UCHL3",
"SLC25A4",
"LUM",
"SNAI1",
"SNAI2",
"HEY1",
"XBP1",
"COL3A1",
"SP... | [
8,
7,
3,
6,
193,
603,
431,
433,
217,
394,
306,
507,
469,
147,
294,
177,
526,
225,
254,
260,
438,
61,
304,
14,
272,
596,
515,
353,
522,
523,
257,
619,
136,
530,
468,
390,
336,
151,
117,
410,
448,
408,
169,
324,
614,
68
] | [
[
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
],
[
1,
0... | gCap | THD0011 |
[
[
0,
0,
121.21212005615234,
0,
0,
0,
0,
0,
0,
0,
0,
121.21212005615234,
0,
0,
121.21212005615234,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
121.21212005615234,
0,
0,
0,
181.81817626953125,
0,
0... | train | aaaadkng-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadkng-1 | [
"VIM",
"FN1",
"EPAS1",
"LUM",
"PECAM1",
"RHOA",
"HIST1H1C",
"CCL21",
"CTNNB1",
"DCN",
"IL7R",
"SPARCL1",
"CA4",
"ITGB1",
"SOD2",
"PDGFRA",
"PDIA4",
"PDIA6",
"FCN3",
"PGC",
"PLIN2",
"CST3",
"BMPR2",
"ZEB1",
"ATF4",
"ACTA2",
"APLNR",
"KRT18",
"STAT6",
"STAT1",... | [
8,
7,
3,
6,
603,
225,
193,
353,
431,
468,
260,
73,
151,
169,
294,
530,
68,
306,
526,
424,
427,
428,
217,
433,
442,
147,
61,
621,
46,
14,
35,
324,
544,
542,
280,
531,
528,
126,
273,
135,
136,
519,
263,
146,
507,
506,
162,
4... | [
[
0,
1,
1,
1,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
202.02020263671875,
0,
0,
0,
0,
0,
0,
101.01010131835938,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
101.01010131835938,
0,
0,
0,
101.01010131835938,
0,
0,
... | train | aaaadkgl-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadkgl-1 | [
"VIM",
"HMOX1",
"HLA-DRA",
"PDIA3",
"IDH1",
"ITGAX",
"SLC1A3",
"CCN2",
"HAVCR2",
"SOD2",
"LYZ",
"HSPA5",
"SLC7A11",
"MS4A7",
"FCER1G",
"RHOA",
"PPARG",
"PLIN2",
"GSR",
"CD68",
"PDIA4",
"XBP1",
"ANKRD28",
"IL1A",
"SPCS3",
"SPARCL1",
"IRF1",
"KRT18",
"MARCO",
... | [
8,
7,
3,
6,
603,
266,
263,
426,
276,
305,
513,
76,
253,
526,
357,
272,
517,
383,
211,
468,
448,
442,
247,
102,
427,
619,
31,
287,
532,
530,
296,
324,
362,
368,
586,
369,
390,
214,
408,
151,
410,
193,
433,
431,
254,
255,
514,... | [
[
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,... | SPP1+ Macrophages | THD0011 |
[
[
0,
0,
0,
111.11111450195312,
0,
111.11111450195312,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
111.11111450195312,
0,
0,
111.11111450195312,
0,
222.22222900390625,
0,
0,
0,
0,
111.11111450195312,
0,
0,
0,
... | train | aaaadoem-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadoem-1 | [
"VIM",
"LYZ",
"IL7R",
"HLA-DRA",
"EPAS1",
"FN1",
"CCL2",
"PTGDS",
"PDIA3",
"RHOA",
"HYOU1",
"CD14",
"MARCO",
"TPSAB1",
"BAX",
"NUTF2",
"CCN2",
"HSPA5",
"HMOX1",
"LUM",
"SFTA2",
"SCGB3A2",
"CST3",
"SFTPC",
"HEY1",
"SFRP4",
"HERPUD1",
"SFTPD",
"MS4A7",
"SOD2",... | [
8,
7,
3,
6,
603,
357,
294,
263,
193,
225,
72,
454,
426,
468,
273,
80,
362,
584,
55,
409,
76,
272,
266,
353,
504,
489,
147,
506,
257,
503,
254,
507,
383,
526,
400,
136,
134,
532,
151,
280,
619,
433,
21,
23,
306,
305,
438,
4... | [
[
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | DCs | THD0011 |
[
[
0,
0,
0,
0,
0,
86.9565200805664,
0,
0,
0,
0,
0,
0,
86.9565200805664,
0,
0,
86.9565200805664,
86.9565200805664,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
521.7391357421875,
0,
... | train | aaaadjgc-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadjgc-1 | [
"HMOX1",
"VIM",
"CD68",
"CCL18",
"RNASE1",
"MARCO",
"NUCB2",
"HLA-DRA",
"LYZ",
"EPAS1",
"FCER1G",
"SFTPD",
"CD14",
"RHOA",
"CTNNB1",
"PDIA4",
"JCHAIN",
"GPR183",
"ITGAV",
"SLC2A1",
"KRT17",
"SFTA2",
"KRT18",
"SFRP2",
"SELENOS",
"SCG2",
"S100A9",
"CPA3",
"KRT6A... | [
8,
7,
3,
6,
266,
603,
102,
71,
469,
362,
408,
263,
357,
193,
211,
507,
80,
468,
151,
427,
310,
242,
304,
516,
323,
504,
324,
502,
494,
487,
481,
142,
326,
284,
279,
371,
352,
442,
438,
428,
260,
426,
254,
411,
100,
366,
221,... | [
[
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,... | Macrophages | THD0011 |
[
[
0,
0,
0,
0,
0,
209.7902069091797,
0,
69.93006896972656,
69.93006896972656,
0,
0,
0,
0,
0,
139.86013793945312,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
629.37060546875,
... | train | aaaadkhd-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadkhd-1 | [
"VIM",
"CCL18",
"CCL2",
"HMOX1",
"HLA-DRA",
"PKM",
"HSPA5",
"MRC1",
"PLIN2",
"NKX2-1",
"CD68",
"MYDGF",
"PDIA6",
"AIF1",
"LYZ",
"MARCO",
"SPCS3",
"SLC25A37",
"IDH1",
"HYOU1",
"CD3E",
"ITGB1",
"PDIA4",
"PDIA3",
"RHOA",
"OAS2",
"ATF4",
"CPA3",
"HIF1A",
"EPAS1"... | [
8,
7,
3,
6,
603,
71,
72,
266,
263,
438,
272,
379,
442,
404,
102,
390,
428,
23,
357,
362,
532,
514,
276,
273,
95,
306,
427,
426,
468,
410,
46,
142,
258,
193,
422,
211,
409,
524,
405,
147,
513,
115,
143,
383,
231,
494,
526,
... | [
[
0,
1,
1,
1,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | not available | THD0011 |
[
[
0,
0,
60.60606002807617,
60.60606002807617,
0,
60.60606002807617,
0,
0,
0,
0,
0,
0,
0,
0,
181.81817626953125,
0,
0,
0,
0,
0,
60.60606002807617,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadoah-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadoah-1 | [
"VIM",
"XBP1",
"PCNA",
"HMOX1",
"JCHAIN",
"HIST1H1C",
"RHOA",
"PKM",
"PLIN2",
"SLC25A4",
"ITGB1",
"UBE2J1",
"ATF4",
"SOD2",
"MYC",
"HLA-DRA",
"IDH1",
"CD68",
"CD79A",
"DCN",
"SEC11C",
"COL3A1",
"TGFB1",
"MYDGF",
"PLPP5",
"EHMT1",
"PDIA4",
"SMAD4",
"TOP1",
"F... | [
8,
7,
3,
6,
603,
619,
420,
266,
310,
260,
468,
438,
442,
515,
306,
594,
46,
526,
389,
263,
276,
102,
105,
169,
490,
136,
556,
390,
444,
184,
427,
519,
580,
211,
103,
151,
180,
369,
371,
177,
597,
254,
513,
507,
409,
54,
504,... | [
[
0,
1,
0,
1,
1,
1,
1,
0,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | pDCs | THD0011 |
[
[
0,
0,
303.0303039550781,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
151.51515197753906,
0,
0,
0,
0,
0,
0,
0,
0,
0,
75.75757598876953,
0,
75.75757598876953,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadkoj-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadkoj-1 | [
"SFTPD",
"PGC",
"EPAS1",
"VIM",
"HLA-DRA",
"MGST1",
"LUM",
"RNASE1",
"ACTA2",
"SPCS3",
"CEACAM6",
"NAPSA",
"HSPA5",
"RTKN2",
"HIST1H1C",
"WWTR1",
"NKX2-1",
"PECAM1",
"CD44",
"SFTPC",
"ATF4",
"GCLM",
"SFTA2",
"COL1A2",
"RHOA",
"PRDX4",
"VEGFA",
"EPCAM",
"SPCS2"... | [
8,
7,
3,
6,
507,
433,
193,
603,
263,
369,
353,
469,
14,
532,
117,
394,
272,
473,
260,
618,
404,
431,
100,
506,
46,
231,
504,
135,
468,
450,
602,
194,
531,
454,
182,
427,
217,
483,
238,
180,
169,
170,
490,
225,
390,
247,
294,... | [
[
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
422.53521728515625,
0,
0,
0,
0,
0,
0,
0,
0,
140.84... | train | aaaadjge-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadjge-1 | [
"VIM",
"LYZ",
"VEGFA",
"S100A8",
"MS4A7",
"CCL18",
"HLA-DRA",
"SPP1",
"MCEMP1",
"S100A9",
"ITGAV",
"ITGB1",
"XBP1",
"CTNNB1",
"MARCO",
"SPCS2",
"CD69",
"MRC1",
"SFTA2",
"MUC5AC",
"CD14",
"SEC11C",
"FCGR3A",
"NOX4",
"NUCB2",
"ERLEC1",
"PTPRC",
"EREG",
"OAS2",
... | [
8,
7,
3,
6,
603,
357,
602,
480,
383,
71,
263,
536,
363,
481,
304,
306,
619,
151,
362,
531,
103,
379,
504,
387,
80,
490,
214,
405,
408,
197,
456,
196,
410,
411,
303,
444,
163,
438,
184,
216,
253,
526,
544,
264,
260,
575
] | [
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
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,
70.92198944091797,
70.92198944091797,
0,
0,
0,
70.92198944091797,
0,
0,
70.92198944091797,
0,
0,
0,
70.92198944091797,
0,
0,
0,
70.92198944091797,
... | train | aaaadlpi-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadlpi-1 | [
"FN1",
"LUM",
"CCN2",
"VIM",
"SOD2",
"PDGFRA",
"COL3A1",
"EPAS1",
"PTGDS",
"RHOA",
"COL1A2",
"PECAM1",
"DCN",
"COL1A1",
"SAA2",
"KRT8",
"KRT18",
"CSPG4",
"GSR",
"LMAN1",
"CD44",
"MEG3",
"HIST1H1C",
"SPCS3",
"SPARCL1",
"MGST1",
"HERPUD1",
"RSPO3",
"CTNNB1",
"... | [
8,
7,
3,
6,
225,
353,
76,
603,
526,
424,
136,
193,
454,
468,
135,
431,
169,
134,
483,
328,
324,
146,
247,
346,
100,
366,
260,
532,
530,
369,
254,
472,
151,
537,
301,
147,
113,
507,
390,
494,
489,
231,
523,
306,
433,
61,
46,
... | [
[
0,
1,
0,
1,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Alveolar FBs | THD0011 |
[
[
0,
0,
0,
0,
0,
0,
0,
44.05286407470703,
0,
0,
0,
0,
0,
0,
264.31719970703125,
0,
0,
0,
88.10572814941406,
0,
0,
0,
44.05286407470703,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaafafg-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaafafg-1 | [
"SFTPD",
"PGC",
"SFTPC",
"NAPSA",
"CD44",
"SFTA2",
"DMBT1",
"DUOX1",
"ATF4",
"XBP1",
"PKM",
"CTNNB1",
"MGST1",
"VIM",
"COL1A1",
"SOD2",
"TOP1",
"HIF1A",
"YAP1",
"FN1",
"SCGB3A2",
"CFTR",
"GKN2",
"HYOU1",
"HLA-DRA",
"ITGB1",
"EPCAM",
"PDIA4",
"ERLEC1",
"CCN2"... | [
8,
7,
3,
6,
507,
433,
506,
394,
100,
504,
177,
180,
46,
619,
438,
151,
369,
603,
134,
526,
580,
258,
620,
225,
489,
120,
234,
273,
263,
306,
194,
427,
197,
76,
420,
147,
404,
473,
169,
254,
468,
193,
51,
310,
249,
409,
519,
... | [
[
0,
1,
1,
1,
1,
1,
1,
0,
0,
1,
1,
0,
0,
1,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 |
[
[
0,
0,
44.44444274902344,
44.44444274902344,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
311.111083984375,
0,
0,
0,
44.44444274902344,
0,
0,
0,
0,
177.77777099609375,
0,
0,
88.88888549804688,
0,
0,
0,
44.4... | train | aaaafafj-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaafafj-1 | [
"EPAS1",
"SFTPD",
"PGC",
"SPARCL1",
"SFTPC",
"PECAM1",
"VIM",
"NAPSA",
"ATF4",
"SOD2",
"DMBT1",
"FN1",
"FCN3",
"CD44",
"HIST1H1C",
"BCL2L1",
"HLA-DRA",
"RHOA",
"MGST1",
"IDH1",
"SFTA2",
"SELENOS",
"WWTR1",
"SNAI2",
"STAT1",
"CST3",
"HSPA5",
"CD34",
"CTNNB1",
... | [
8,
7,
3,
6,
193,
507,
433,
530,
506,
431,
603,
394,
46,
526,
177,
225,
217,
100,
260,
58,
263,
468,
369,
276,
504,
494,
618,
523,
542,
147,
272,
92,
151,
294,
306,
61,
312,
594,
68,
390,
211,
180,
301,
450,
51,
515,
324,
1... | [
[
0,
1,
1,
1,
1,
1,
0,
1,
1,
1,
1,
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,... | gCap | THD0011 |
[
[
0,
0,
0,
0,
58.13953399658203,
0,
0,
0,
0,
0,
0,
0,
0,
0,
174.41860961914062,
58.13953399658203,
0,
58.13953399658203,
0,
58.13953399658203,
0,
0,
0,
58.13953399658203,
0,
0,
116.27906799316406,
0,
... | train | aaaadohl-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadohl-1 | [
"HLA-DRA",
"VIM",
"EPAS1",
"SPARCL1",
"FN1",
"PECAM1",
"ITGB1",
"RHOA",
"CA4",
"CD4",
"LUM",
"POSTN",
"CTNNB1",
"COL1A2",
"ATF4",
"HMOX1",
"HLA-DQA1",
"HIST1H1C",
"DCN",
"PKM",
"SOD2",
"PTPRC",
"SFTPD",
"STAT6",
"BMPR2",
"IL7R",
"UBE2J1",
"ITGAM",
"TTC19",
"... | [
8,
7,
3,
6,
263,
603,
193,
530,
225,
431,
306,
468,
68,
97,
353,
446,
151,
135,
46,
266,
261,
260,
169,
438,
526,
456,
507,
544,
61,
294,
594,
303,
590,
400,
134,
136,
305,
304,
620,
137,
144,
149,
328,
481,
163,
336,
312,
... | [
[
0,
1,
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,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 |
[
[
38.02281188964844,
0,
38.02281188964844,
0,
0,
152.09124755859375,
0,
38.02281188964844,
0,
0,
0,
0,
0,
38.02281188964844,
114.06843566894531,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
76.04562377929688,
0,
... | train | aaaadohm-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadohm-1 | [
"VIM",
"EPAS1",
"LYZ",
"HLA-DRA",
"MS4A7",
"ITGB1",
"CD44",
"LUM",
"SOD2",
"FN1",
"CD68",
"DCN",
"CST3",
"HMOX1",
"IDH1",
"FCER1G",
"COL1A2",
"AIF1",
"ITGAM",
"RHOA",
"CD14",
"FCGR3A",
"PECAM1",
"HAVCR2",
"DMBT1",
"HSPA5",
"COL3A1",
"IL7R",
"ATF4",
"SPCS3",
... | [
8,
7,
3,
6,
603,
193,
357,
263,
383,
306,
100,
353,
526,
225,
102,
169,
147,
266,
276,
211,
135,
23,
303,
468,
80,
214,
431,
253,
177,
272,
136,
294,
46,
532,
536,
456,
66,
97,
254,
481,
217,
216,
280,
469,
541,
194,
542,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
1,
1,
1,
1,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
1,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Interstitial Macrophages | THD0011 |
[
[
0,
0,
150.37594604492188,
0,
0,
75.18797302246094,
0,
0,
0,
0,
0,
0,
0,
0,
75.18797302246094,
75.18797302246094,
0,
0,
75.18797302246094,
0,
0,
0,
0,
0,
0,
0,
75.18797302246094,
0,
0,
0,
0,
... | train | aaaadohk-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadohk-1 | [
"VIM",
"MS4A7",
"LYZ",
"EPAS1",
"SOD2",
"HLA-DRA",
"HIST1H1C",
"CD44",
"LUM",
"IL7R",
"FCER1G",
"SPCS3",
"NUCB2",
"SPCS2",
"SPARCL1",
"CD4",
"PKM",
"PDIA3",
"HIF1A",
"YAP1",
"UBE2J1",
"PTGDS",
"SFTPD",
"ACTA2",
"CST3",
"CTNNB1",
"SELENOS",
"RNASE1",
"SLC25A37"... | [
8,
7,
3,
6,
603,
383,
357,
193,
526,
263,
260,
100,
353,
294,
211,
532,
408,
531,
530,
97,
438,
426,
258,
620,
594,
454,
507,
14,
147,
151,
494,
469,
514,
135,
146,
92,
23,
457,
360,
169,
101,
618,
504,
456,
305,
468,
369,
... | [
[
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,... | Interstitial Macrophages | THD0011 |
[
[
0,
0,
0,
99.00990295410156,
0,
99.00990295410156,
0,
0,
0,
0,
0,
0,
0,
0,
198.01980590820312,
0,
99.00990295410156,
0,
0,
198.01980590820312,
0,
0,
0,
99.00990295410156,
0,
0,
0,
0,
0,
0,
0,... | train | aaaadohj-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadohj-1 | [
"VIM",
"PKM",
"EPAS1",
"FN1",
"LYZ",
"PGC",
"PDGFRB",
"SFTPD",
"RHOA",
"RTKN2",
"SPARCL1",
"LUM",
"CD44",
"TOP1",
"COL1A2",
"AXL",
"IL7R",
"MEG3",
"ATF4",
"EHMT1",
"KRT8",
"DCN",
"KRT18",
"SPCS2",
"ERLEC1",
"SOX9",
"EGFR",
"FAS",
"PDIA4",
"CD68",
"MS4A7",
... | [
8,
7,
3,
6,
603,
438,
193,
225,
357,
433,
425,
507,
468,
473,
530,
353,
100,
580,
135,
52,
294,
366,
46,
184,
328,
169,
324,
531,
197,
529,
182,
206,
427,
102,
383,
146,
242,
504,
231,
488,
404,
136,
260,
481,
151,
110,
526,... | [
[
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,... | Alveolar FBs | THD0011 |
[
[
0,
0,
145.9853973388672,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
72.9926986694336,
0,
0,
0,
0,
0,
0,
0,
0,
218.97808837890625,
0,
0,
145.9853973388672,
0,
0,
0,
218.97808837890625,
0,
0,
... | train | aaaadnfa-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadnfa-1 | [
"EPAS1",
"FN1",
"VIM",
"PECAM1",
"SPARCL1",
"LUM",
"RHOA",
"PTGDS",
"RNASE1",
"DCN",
"IL7R",
"CTNNB1",
"COL3A1",
"COL1A2",
"SFTPD",
"CA4",
"BCL2L1",
"BMPR2",
"PDGFRA",
"HERPUD1",
"RTKN2",
"S100A9",
"ITGB1",
"PKM",
"KDR",
"WWTR1",
"ACTA2",
"EHMT1",
"CD274",
"... | [
8,
7,
3,
6,
193,
225,
603,
431,
530,
353,
468,
454,
469,
169,
294,
151,
136,
135,
507,
68,
58,
61,
424,
254,
473,
481,
306,
438,
312,
618,
14,
184,
89,
278,
313,
400,
97,
100,
394,
46,
519,
357,
147,
143,
369,
494,
490,
23... | [
[
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,... | gCap | THD0011 |
[
[
0,
0,
0,
52.6315803527832,
0,
0,
0,
105.2631607055664,
0,
0,
0,
0,
0,
0,
105.2631607055664,
0,
0,
0,
52.6315803527832,
52.6315803527832,
0,
0,
0,
52.6315803527832,
0,
0,
52.6315803527832,
0,
52.6315... | train | aaaadoib-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadoib-1 | [
"VIM",
"FN1",
"COL1A2",
"LUM",
"SPARCL1",
"CCN2",
"PTGDS",
"PDGFRA",
"ITGB1",
"YAP1",
"RTKN2",
"EPAS1",
"RNASE1",
"PKM",
"COL3A1",
"RHOA",
"SFTPD",
"UBE2J1",
"HERPUD1",
"LYZ",
"IFIT3",
"ATF4",
"SOD2",
"FCN3",
"AKR1C1",
"XBP1",
"LGALS1",
"NUTF2",
"DDIT3",
"SM... | [
8,
7,
3,
6,
603,
225,
135,
353,
530,
76,
454,
424,
306,
620,
473,
193,
469,
438,
136,
468,
507,
594,
254,
357,
280,
46,
526,
217,
26,
619,
336,
409,
171,
519,
258,
524,
97,
494,
390,
410,
489,
146,
147,
263,
169,
324,
411,
... | [
[
0,
1,
1,
1,
1,
1,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Fibroblasts | THD0011 |
[
[
0,
0,
0,
150.37594604492188,
0,
0,
0,
0,
0,
75.18797302246094,
0,
0,
0,
0,
375.93988037109375,
75.18797302246094,
75.18797302246094,
0,
150.37594604492188,
0,
0,
0,
0,
75.18797302246094,
0,
0,
75.1879730224... | train | aaaadoia-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadoia-1 | [
"RTKN2",
"PGC",
"ATF4",
"CEACAM6",
"SFTPD",
"NKX2-1",
"CTNNB1",
"NAPSA",
"RHOA",
"EPCAM",
"ITGA3",
"VIM",
"ICAM1",
"SOD2",
"PDIA3",
"ITGB1",
"LUM",
"YAP1",
"NFKB1",
"COL1A2",
"MGST1",
"AXIN2",
"DUOX1",
"KRT18",
"EGFR",
"STAT6",
"EPAS1",
"AGER",
"SFTA2",
"SMA... | [
8,
7,
3,
6,
473,
433,
46,
117,
507,
404,
151,
394,
468,
194,
301,
603,
275,
526,
426,
306,
353,
620,
400,
135,
369,
51,
180,
324,
182,
544,
193,
21,
504,
519,
379,
427,
514,
109,
294,
490,
137,
390,
147,
469,
225,
224,
171,
... | [
[
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT1 | THD0011 |
[
[
0,
0,
241.54588317871094,
48.30917739868164,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
96.61835479736328,
0,
0,
0,
48.30917739868164,
0,
0,
0,
0,
0,
0,
0,
48.30917739868164,
0,
0,
0,
0,
0,
0,
... | train | aaaadnfc-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadnfc-1 | [
"LUM",
"FN1",
"VIM",
"COL3A1",
"COL1A2",
"PTGDS",
"PDGFRB",
"CCN2",
"RHOA",
"SPARCL1",
"DCN",
"PECAM1",
"ACTA2",
"EPAS1",
"PDGFRA",
"ITGB1",
"NHSL2",
"LMAN1",
"KRT8",
"YAP1",
"PDIA4",
"MGST1",
"SMAD4",
"ATF4",
"FGF2",
"FCN3",
"STAT6",
"WWTR1",
"S100A8",
"HIS... | [
8,
7,
3,
6,
353,
225,
603,
136,
135,
454,
425,
76,
468,
530,
169,
431,
14,
193,
424,
306,
401,
346,
328,
620,
427,
369,
519,
46,
220,
217,
544,
618,
480,
260,
273,
272,
300,
254,
247,
294,
394,
619,
594,
590,
557,
537,
532,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Alveolar FBs | THD0011 |
[
[
0,
0,
84.03361511230469,
84.03361511230469,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
168.06723022460938,
0,
84.03361511230469,
0,
0,
84.03361511230469,
0,
0,
0,
0,
0,
0,
84.03361511230469,
0,
0,
0,
84.... | train | aaaadneo-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadneo-1 | [
"EPAS1",
"PECAM1",
"VIM",
"KDR",
"SPARCL1",
"HERPUD1",
"FCN3",
"ITGB1",
"NAPSA",
"PDIA3",
"KRT18",
"CD34",
"PKM",
"EGFR",
"PRDX4",
"COL1A2",
"SFTPD",
"HEY1",
"CCN2",
"IL7R",
"ATF4",
"RAMP2",
"CD68",
"HSPA5",
"SNAI1",
"HLA-DRA",
"HLA-DQA1",
"HIST1H1C",
"AGER",
... | [
8,
7,
3,
6,
193,
431,
603,
312,
530,
254,
217,
306,
394,
426,
324,
92,
438,
182,
450,
135,
507,
257,
76,
294,
46,
459,
102,
272,
522,
263,
261,
260,
21,
506,
490,
134,
48,
144,
151,
469,
468,
400,
225,
446,
442,
52,
433,
4... | [
[
0,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 |
[
[
0,
0,
57.47126388549805,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
114.9425277709961,
0,
57.47126388549805,
0,
0,
0,
0,
0,
0,
57.47126388549805,
0,
0,
114.9425277709961,
0,
0,
0,
57.47126388549805,
... | train | aaaafago-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaafago-1 | [
"EPAS1",
"VIM",
"SFTPC",
"SFTPD",
"IL7R",
"FN1",
"PECAM1",
"PGC",
"SPARCL1",
"LUM",
"FCN3",
"RNASE1",
"SOD2",
"CD44",
"RHOA",
"HIST1H1C",
"RTKN2",
"NAPSA",
"PKM",
"HLA-DRA",
"IFIT3",
"HIF1A",
"XBP1",
"SFTA2",
"LPAR1",
"LMAN1",
"KRT18",
"CST3",
"ERLEC1",
"DCN... | [
8,
7,
3,
6,
193,
603,
506,
507,
294,
225,
431,
433,
530,
353,
217,
469,
526,
100,
468,
260,
473,
394,
438,
263,
280,
258,
619,
504,
348,
346,
324,
147,
197,
169,
620,
332,
312,
618,
61,
306,
454,
46,
231,
524,
425,
446,
369,... | [
[
0,
1,
1,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 |
[
[
0,
0,
0,
0,
0,
72.4637680053711,
0,
144.9275360107422,
0,
0,
0,
0,
0,
0,
144.9275360107422,
0,
72.4637680053711,
0,
0,
0,
0,
0,
0,
0,
72.4637680053711,
0,
144.9275360107422,
0,
0,
0,
0,
... | train | aaaadnfb-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadnfb-1 | [
"HLA-DRA",
"VIM",
"MRC1",
"FCER1G",
"MS4A7",
"HERPUD1",
"CD44",
"XBP1",
"CD14",
"CTNNB1",
"GPR183",
"EPAS1",
"SLC25A37",
"PGC",
"ICAM1",
"HIF1A",
"HAVCR2",
"SFTPD",
"BMPR2",
"HLA-DQA1",
"DMBT1",
"SOD2",
"AKR1C1",
"ITGB1",
"PTPRC",
"SLC1A3",
"CST3",
"ATF4",
"CD... | [
8,
7,
3,
6,
263,
603,
379,
211,
383,
254,
100,
619,
80,
151,
242,
193,
514,
433,
275,
258,
253,
507,
61,
261,
177,
526,
26,
306,
456,
513,
147,
46,
102,
532,
169,
490,
262,
134,
136,
469,
454,
450,
426,
182,
427,
428,
431,
... | [
[
0,
1,
1,
1,
1,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Macrophages | THD0011 |
[
[
0,
0,
101.01010131835938,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
303.0303039550781,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
101.01010131835938,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0... | train | aaaaagho-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaagho-1 | [
"SFTPC",
"SFTPD",
"PGC",
"DMBT1",
"NAPSA",
"VIM",
"HLA-DRA",
"KDR",
"ATF4",
"EPAS1",
"FN1",
"SFTA2",
"S100A9",
"SNCA",
"HSPA5",
"CD44",
"IDH1",
"RHOA",
"NKX2-1",
"CST3",
"PDGFRA",
"PKM",
"SSR3",
"GSR",
"SOD2",
"PECAM1",
"DUOX1",
"MGST1",
"PDIA4",
"PDIA3",
... | [
8,
7,
3,
6,
506,
507,
433,
177,
394,
603,
263,
312,
46,
193,
225,
504,
481,
524,
272,
100,
276,
468,
404,
147,
424,
438,
541,
247,
526,
431,
180,
369,
427,
426,
425,
169,
454,
490,
489,
149,
135,
206,
353,
306,
428,
280,
328... | [
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
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,
40.160640716552734,
0,
0,
0,
0,
160.64256286621094,
80.32128143310547,
0,
0,
0,
0,
40.160640716552734,
80.32128143310547,
0,
0,
0,
0,
0,
0,
0,
0,
40.160640716552734,
0,
0,
40.160640716552734,
0,
... | train | aaaaagia-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaagia-1 | [
"SFTPD",
"RTKN2",
"VIM",
"HSPA5",
"PKM",
"RHOA",
"HMOX1",
"PDIA3",
"CEACAM6",
"ITGA3",
"ITGB1",
"KRT18",
"HLA-DRA",
"HIST1H1C",
"FN1",
"DUOX1",
"ICAM1",
"CTNNB1",
"HERPUD1",
"EPCAM",
"COL4A3",
"VEGFA",
"NKX2-1",
"AKR1C1",
"LUM",
"YAP1",
"MGST1",
"CD44",
"LYZ",... | [
8,
7,
3,
6,
507,
473,
603,
272,
438,
468,
266,
426,
117,
301,
306,
324,
263,
260,
225,
180,
275,
151,
254,
194,
137,
602,
404,
26,
353,
620,
369,
100,
357,
394,
193,
328,
526,
261,
544,
427,
134,
264,
619,
46,
618,
27,
346,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
1,
1,
1,
1,
1,
0,
0,
0,
1,
1,
0,
0,
0,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT1 | THD0011 |
[
[
29.32551383972168,
0,
58.65102767944336,
0,
0,
0,
0,
29.32551383972168,
0,
0,
0,
0,
0,
0,
234.60411071777344,
29.32551383972168,
0,
0,
0,
0,
0,
0,
0,
29.32551383972168,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadnfi-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadnfi-1 | [
"SFTPD",
"SFTPC",
"PGC",
"DMBT1",
"NAPSA",
"CD44",
"XBP1",
"DUOX1",
"ATF4",
"SFTA2",
"HLA-DRA",
"LAMP3",
"NKX2-1",
"FN1",
"EPAS1",
"MGST1",
"GKN2",
"CFTR",
"IDH1",
"RHOA",
"SPCS3",
"CTNNB1",
"HERPUD1",
"HYOU1",
"WWTR1",
"SELENOS",
"PDIA4",
"HIST1H1C",
"VIM",
... | [
8,
7,
3,
6,
507,
506,
433,
177,
394,
100,
619,
180,
46,
504,
263,
332,
404,
225,
193,
369,
234,
120,
276,
468,
532,
151,
254,
273,
618,
494,
427,
260,
603,
258,
541,
526,
247,
519,
14,
324,
409,
438,
178,
197,
194,
469,
306,... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
0,
1,
1,
1,
0,
1,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
495.8677978515625,
0,
0,
0,
0,
82.6446304321289,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaaaghp-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaghp-1 | [
"SFTPC",
"PGC",
"DMBT1",
"SFTPD",
"NAPSA",
"ATF4",
"CD44",
"XBP1",
"LAMP3",
"DUOX1",
"CFTR",
"YAP1",
"MGST1",
"ITGA3",
"NUTF2",
"SFTA2",
"ICAM1",
"LUM",
"RHOA",
"HIST1H1C",
"HIF1A",
"HERPUD1",
"GCLM",
"SPCS3",
"SLC25A37",
"NKX2-1",
"SOX4",
"GSR",
"CD3E",
"FN... | [
8,
7,
3,
6,
506,
433,
177,
507,
394,
46,
100,
619,
332,
180,
120,
620,
369,
301,
409,
504,
275,
353,
468,
260,
258,
254,
231,
532,
514,
404,
528,
247,
95,
225,
535,
389,
263,
450,
193,
431,
194,
52,
197,
324,
276,
437,
273,
... | [
[
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
],
... | AT2 | THD0011 |
[
[
0,
0,
0,
47.39336395263672,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
189.57345581054688,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
47.39336395263672,
0,
47.39336395263672,
0,
47.39336395263672,
0,
0,
... | train | aaaadnfh-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadnfh-1 | [
"VIM",
"LUM",
"EPAS1",
"FN1",
"DCN",
"PGC",
"NAPSA",
"PTGDS",
"RNASE1",
"SPARCL1",
"MGST1",
"COL1A2",
"CCN2",
"HLA-DRA",
"COL3A1",
"SFTPD",
"ATF4",
"PECAM1",
"FAS",
"SOD2",
"HIST1H1C",
"XBP1",
"CD44",
"DMBT1",
"SFTPC",
"EHMT1",
"PDGFRA",
"FGF7",
"NUCB2",
"IT... | [
8,
7,
3,
6,
603,
353,
193,
225,
169,
433,
394,
454,
469,
530,
369,
135,
76,
263,
136,
507,
46,
431,
206,
526,
260,
619,
100,
177,
506,
184,
424,
221,
408,
306,
332,
390,
468,
254,
304,
134,
620,
275,
597,
180,
147,
481,
504,... | [
[
0,
1,
1,
1,
1,
1,
0,
1,
1,
1,
1,
1,
0,
0,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Fibroblasts | THD0011 |
[
[
0,
0,
50.76142120361328,
50.76142120361328,
50.76142120361328,
101.52284240722656,
0,
0,
0,
0,
0,
0,
0,
0,
152.28427124023438,
0,
50.76142120361328,
0,
101.52284240722656,
50.76142120361328,
0,
0,
0,
0,
0,
0,
... | train | aaaaagig-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaagig-1 | [
"VIM",
"EPAS1",
"MRC1",
"PDIA3",
"SFTPD",
"RHOA",
"RTKN2",
"HLA-DRA",
"HIST1H1C",
"ITGB1",
"SPCS2",
"PECAM1",
"PKM",
"RNASE1",
"FCER1G",
"HERPUD1",
"VEGFA",
"ATF4",
"SELENOS",
"MGST1",
"FAS",
"FCN3",
"NAPSA",
"CD14",
"SLC1A3",
"FN1",
"SOD2",
"COL1A2",
"BMPR2",... | [
8,
7,
3,
6,
603,
193,
379,
426,
507,
468,
473,
263,
260,
306,
531,
431,
438,
469,
211,
254,
602,
46,
494,
369,
206,
217,
394,
80,
513,
225,
526,
135,
61,
136,
590,
258,
147,
51,
275,
23,
530,
170,
180,
151,
490,
182,
448,
... | [
[
0,
1,
1,
1,
1,
1,
0,
0,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Interstitial Macrophages | THD0011 |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
68.96551513671875,
0,
0,
0,
0,
344.82757568359375,
0,
0,
0,
0,
68.96551513671875,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | train | aaaadnhh-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadnhh-1 | [
"PGC",
"SFTPD",
"DMBT1",
"NAPSA",
"SFTPC",
"VIM",
"ATF4",
"XBP1",
"KRT18",
"NKX2-1",
"KRT8",
"PDIA3",
"CD44",
"MGST1",
"DUOX1",
"HLA-DRA",
"RHOA",
"ERLEC1",
"HERPUD1",
"PDGFRB",
"LUM",
"HIST1H1C",
"LMAN1",
"EPAS1",
"IL7R",
"SOD2",
"MEG3",
"ITGB6",
"CXCL9",
"... | [
8,
7,
3,
6,
433,
507,
177,
394,
506,
603,
46,
619,
324,
404,
328,
426,
100,
369,
180,
263,
468,
197,
254,
425,
353,
260,
346,
193,
294,
526,
366,
308,
162,
454,
620,
151,
234,
147,
504,
144,
494,
469,
489,
137,
225,
401,
31,... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 |
[
[
0,
0,
112.35955047607422,
0,
0,
112.35955047607422,
0,
0,
0,
112.35955047607422,
0,
0,
0,
0,
112.35955047607422,
112.35955047607422,
0,
0,
0,
112.35955047607422,
0,
0,
0,
0,
0,
0,
224.71910095214844,
0,... | train | aaaadnfm-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadnfm-1 | [
"VIM",
"ITGB1",
"FN1",
"SFTPD",
"SFTPC",
"COL1A2",
"SPARCL1",
"COL3A1",
"PGC",
"DMBT1",
"DCN",
"NUCB2",
"LUM",
"MRC1",
"RNASE1",
"BMPR2",
"EPAS1",
"SLC25A4",
"LYZ",
"HSPA5",
"CST3",
"CSPG4",
"HLA-DRA",
"SNCA",
"CCN2",
"HLA-DQA1",
"HIF1A",
"S100A8",
"AIF1",
"... | [
8,
7,
3,
6,
603,
306,
225,
507,
506,
135,
530,
136,
433,
177,
169,
408,
353,
379,
469,
61,
193,
515,
357,
272,
147,
146,
263,
524,
76,
261,
258,
480,
23,
532,
618,
14,
526,
301,
31,
151,
47,
52,
620,
426,
454,
182,
46,
211... | [
[
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Alveolar FBs | THD0011 |
[
[
0,
0,
62.11180114746094,
0,
0,
0,
0,
0,
0,
62.11180114746094,
0,
0,
0,
0,
124.22360229492188,
62.11180114746094,
62.11180114746094,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadngb-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadngb-1 | [
"SFTPC",
"PGC",
"DMBT1",
"SFTPD",
"NAPSA",
"VIM",
"EPAS1",
"CD44",
"LYZ",
"XBP1",
"RHOA",
"EHMT1",
"TOP1",
"MGST1",
"COL1A2",
"PKM",
"PTPRC",
"LUM",
"PLIN2",
"LAMP3",
"HLA-DRA",
"HMOX1",
"COL3A1",
"ATF4",
"DUOX1",
"PECAM1",
"FN1",
"ITGB1",
"STAT6",
"FCER1G",... | [
8,
7,
3,
6,
506,
433,
177,
507,
394,
603,
193,
100,
357,
619,
468,
184,
580,
369,
135,
438,
456,
353,
442,
332,
263,
266,
136,
46,
180,
431,
225,
306,
544,
211,
400,
117,
530,
531,
220,
410,
526,
134,
234,
404,
621,
273,
14,... | [
[
0,
1,
1,
1,
1,
1,
0,
1,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 |
[
[
0,
0,
105.2631607055664,
0,
0,
210.5263214111328,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
105.2631607055664,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
105.2631607055664,
0,
0,
0,
0,
0,
0,
0... | train | aaaaagii-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaagii-1 | [
"MRC1",
"FCER1G",
"VIM",
"MS4A7",
"FN1",
"EPAS1",
"IDH1",
"CD44",
"FCGBP",
"HIST1H1C",
"VEGFA",
"CD86",
"CD14",
"ITGAV",
"KDR",
"PTPRC",
"AIF1",
"PDIA3",
"GPR183",
"CD34",
"EMG1",
"SOD2",
"CD68",
"SPCS2",
"HIF1A",
"HERPUD1",
"IL7R",
"SLC1A3",
"SFTPD",
"COL1A... | [
8,
7,
3,
6,
379,
211,
603,
383,
225,
193,
276,
100,
212,
260,
602,
109,
80,
304,
312,
456,
23,
426,
242,
92,
191,
526,
102,
531,
258,
254,
294,
513,
507,
134,
136,
408,
217,
410,
473,
151,
206,
438,
238,
135,
431,
263,
14,
... | [
[
0,
1,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Macrophages | THD0011 |
[
[
0,
0,
0,
0,
0,
108.6956558227539,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
108.6956558227539,
0,
108.6956558227539,
0,
0,
0,
0,
0,
0,
0,
217.3913116455078,
0,
108.6956558227539,
0,
0,
0,
108.69... | train | aaaaagoa-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaagoa-1 | [
"EPAS1",
"IL7R",
"VIM",
"FN1",
"PECAM1",
"CTNNB1",
"SPARCL1",
"ITGB1",
"SPCS2",
"LUM",
"MRC1",
"GNG11",
"COL3A1",
"SFTPD",
"BMPR2",
"KDR",
"ATG7",
"HSPA5",
"CD4",
"CD44",
"HLA-DRA",
"SNCA",
"SNAI1",
"HLA-DQA1",
"HIST1H1C",
"HERPUD1",
"SFTPC",
"SFTA2",
"MGST1",... | [
8,
7,
3,
6,
193,
294,
603,
225,
431,
151,
530,
306,
531,
353,
379,
238,
136,
507,
61,
312,
48,
272,
97,
100,
263,
524,
522,
261,
260,
254,
506,
504,
369,
126,
133,
247,
135,
383,
480,
147,
23,
400,
454,
217,
442,
438,
92,
... | [
[
0,
1,
1,
1,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 |
[
[
0,
0,
29.6735897064209,
0,
0,
14.83679485321045,
14.83679485321045,
0,
0,
0,
0,
0,
0,
0,
29.6735897064209,
0,
14.83679485321045,
0,
0,
103.8575668334961,
0,
0,
0,
29.6735897064209,
0,
0,
0,
0,
29.67... | train | aaaadnge-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadnge-1 | [
"VIM",
"PLIN2",
"HLA-DRA",
"HMOX1",
"LYZ",
"SOD2",
"FCER1G",
"MARCO",
"CD68",
"CCL18",
"HLA-DQA1",
"FABP4",
"HSPA5",
"IDH1",
"ITGAX",
"EPAS1",
"PKM",
"PPARG",
"PDIA3",
"HERPUD1",
"MS4A7",
"AXL",
"PDIA4",
"XBP1",
"RHOA",
"HYOU1",
"CST3",
"MANF",
"VEGFA",
"PDI... | [
8,
7,
3,
6,
603,
442,
263,
266,
357,
526,
211,
362,
102,
71,
261,
202,
272,
276,
305,
193,
438,
448,
426,
254,
383,
52,
427,
619,
468,
273,
147,
360,
602,
428,
542,
544,
481,
258,
379,
214,
390,
541,
247,
242,
101,
178,
80,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
0,
0,
1,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | SPP1+ Macrophages | THD0011 |
[
[
0,
0,
121.95121765136719,
0,
0,
121.95121765136719,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
243.90243530273438,
0,
0,
0,
0,
0,
0,
121.95121765136719,
0,
121.95121765136719... | train | aaaadnfn-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadnfn-1 | [
"SPARCL1",
"VIM",
"PECAM1",
"EPAS1",
"HIST1H1C",
"FABP4",
"RHOA",
"BCL2L1",
"PKM",
"CLDN5",
"SFTPD",
"CTNNB1",
"SFTPC",
"TGFB1",
"HLA-DRA",
"HMOX1",
"HIF1A",
"HAVCR2",
"LYZ",
"IL7R",
"GPR183",
"HSPA5",
"COL3A1",
"NUCB2",
"OAS2",
"RNASE1",
"ERLEC1",
"PDGFRB",
"... | [
8,
7,
3,
6,
530,
603,
431,
193,
260,
202,
468,
58,
438,
126,
507,
151,
506,
556,
263,
266,
258,
253,
357,
294,
242,
272,
136,
408,
410,
469,
197,
425,
247,
71,
433,
301,
296,
610,
23,
618,
14,
68,
276
] | [
[
0,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
[
1,
0,
1,
1,
0... | gCap | THD0011 |
[
[
0,
0,
0,
0,
0,
41.15226364135742,
0,
41.15226364135742,
0,
41.15226364135742,
0,
0,
0,
0,
246.91357421875,
41.15226364135742,
0,
0,
0,
0,
41.15226364135742,
41.15226364135742,
0,
0,
0,
0,
41.15226364135742,... | train | aaaadnhi-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadnhi-1 | [
"PGC",
"DMBT1",
"SFTPD",
"NAPSA",
"HLA-DRA",
"SFTPC",
"LAMP3",
"XBP1",
"ATF4",
"CD44",
"MGST1",
"RHOA",
"HYOU1",
"SOD2",
"DUOX1",
"EPAS1",
"LYZ",
"S100A9",
"PDIA4",
"UCHL3",
"VIM",
"CST3",
"KRT18",
"CD14",
"HIST1H1C",
"SMAD4",
"ITGB1",
"CFTR",
"PKM",
"HSPA5"... | [
8,
7,
3,
6,
433,
177,
507,
394,
263,
506,
332,
619,
46,
100,
369,
468,
273,
526,
180,
193,
357,
481,
427,
596,
603,
147,
324,
80,
260,
519,
306,
120,
438,
272,
134,
404,
247,
490,
504,
26,
308,
262,
23,
390,
248,
428,
217,
... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
0,
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,... | AT2 | THD0011 |
[
[
0,
0,
53.7634391784668,
0,
0,
107.5268783569336,
0,
0,
53.7634391784668,
0,
0,
0,
0,
0,
107.5268783569336,
0,
0,
0,
107.5268783569336,
107.5268783569336,
0,
0,
53.7634391784668,
0,
0,
0,
53.7634391784668,
... | train | aaaadnfp-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadnfp-1 | [
"VIM",
"FN1",
"CCN2",
"COL3A1",
"LUM",
"COL1A2",
"EPAS1",
"PTGDS",
"RHOA",
"HIF1A",
"COL1A1",
"DCN",
"YAP1",
"CD14",
"HLA-DRA",
"ITGB1",
"WWTR1",
"CD44",
"RTKN2",
"CEACAM6",
"NAPSA",
"ITGA3",
"SPARCL1",
"AXL",
"AXIN2",
"ATF4",
"PDGFRB",
"PDIA3",
"AIF1",
"HMG... | [
8,
7,
3,
6,
603,
225,
76,
136,
353,
135,
193,
454,
468,
258,
134,
169,
620,
80,
263,
306,
618,
100,
473,
117,
394,
301,
530,
52,
51,
46,
425,
426,
23,
264,
197,
596,
507,
254,
260,
408,
247,
238,
147,
149,
531,
217,
427,
1... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Alveolar FBs | THD0011 |
[
[
0,
0,
326.08697509765625,
0,
0,
108.6956558227539,
0,
0,
0,
0,
0,
0,
0,
0,
108.6956558227539,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | train | aaaaagih-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaagih-1 | [
"DMBT1",
"SFTPD",
"EPAS1",
"PGC",
"VIM",
"ACTA2",
"PECAM1",
"MGST1",
"NAPSA",
"IL7R",
"HSPA5",
"HYOU1",
"SPARCL1",
"CD44",
"SFTPC",
"FN1",
"SCGB3A2",
"NKX2-1",
"YAP1",
"CTNNB1",
"SSR3",
"HIST1H1C",
"DUOX1",
"PKM",
"HIF1A",
"LUM",
"DCN",
"PDIA3",
"FCGR3A",
"S... | [
8,
7,
3,
6,
177,
507,
193,
433,
603,
14,
431,
369,
394,
294,
272,
273,
530,
100,
506,
225,
489,
404,
620,
151,
541,
260,
180,
438,
258,
353,
169,
426,
214,
519,
306,
102,
197,
504,
542,
357,
544,
427,
580,
312,
264,
304,
275... | [
[
0,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 |
[
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
105.2631607055664,
0,
0,
105.2631607055664,
0,
210.5263214111328,
0,
0,
0,
105.2631607055664,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0... | train | aaaaagim-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaagim-1 | [
"EPAS1",
"SFTPD",
"XBP1",
"VIM",
"NAPSA",
"SPARCL1",
"CD44",
"RHOA",
"DCN",
"LYZ",
"PDGFRB",
"AXL",
"PGC",
"IL7R",
"SFTA2",
"SFTPC",
"SELENOS",
"HSPA5",
"HIST1H1C",
"HES1",
"HERPUD1",
"GZMK",
"SOX4",
"DMBT1",
"STAT1",
"CTNNB1",
"COL1A2",
"CD69",
"CD68",
"HYO... | [
8,
7,
3,
6,
193,
507,
619,
603,
394,
530,
100,
468,
169,
357,
425,
52,
433,
294,
504,
506,
494,
272,
260,
255,
254,
250,
528,
177,
542,
151,
135,
103,
102,
273,
276,
326,
489,
332,
353,
526,
366,
369,
390,
524,
517,
427,
431... | [
[
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 |
[
[
0,
0,
0,
0,
30.86419677734375,
0,
0,
30.86419677734375,
0,
92.59259033203125,
0,
0,
0,
0,
185.1851806640625,
30.86419677734375,
0,
0,
30.86419677734375,
0,
30.86419677734375,
0,
0,
30.86419677734375,
30.86419677734... | train | aaaafahd-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaafahd-1 | [
"PGC",
"SFTPD",
"DMBT1",
"NAPSA",
"CD44",
"SFTPC",
"PDIA3",
"NKX2-1",
"HSPA5",
"LAMP3",
"HLA-DRA",
"SFTA2",
"MGST1",
"ATF4",
"DUOX1",
"SEC11C",
"EPAS1",
"RHOA",
"VIM",
"GKN2",
"SOD2",
"ERLEC1",
"SLC25A4",
"ITGB1",
"ANKRD28",
"SSR3",
"CFTR",
"TOP1",
"LUM",
"H... | [
8,
7,
3,
6,
433,
507,
177,
394,
100,
506,
426,
404,
272,
332,
263,
504,
369,
46,
180,
490,
193,
468,
603,
234,
526,
197,
515,
306,
31,
541,
120,
580,
353,
273,
182,
544,
542,
408,
620,
151,
324,
427,
481,
194,
532,
276,
301,... | [
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
1,
0,
0,
0,
1,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 |
[
[
0,
0,
185.1851806640625,
0,
0,
0,
92.59259033203125,
0,
92.59259033203125,
0,
0,
0,
0,
0,
185.1851806640625,
0,
92.59259033203125,
0,
0,
0,
0,
92.59259033203125,
0,
92.59259033203125,
0,
0,
92.5925903320312... | train | aaaadngc-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadngc-1 | [
"PGC",
"SFTPD",
"SFTPC",
"PDIA3",
"DMBT1",
"GZMA",
"MGST1",
"VIM",
"PTGDS",
"SELENOS",
"HERPUD1",
"NAPSA",
"CD69",
"ATF4",
"HIST1H1C",
"LUM",
"RHOA",
"ACTA2",
"SPCS2",
"CD44",
"HAVCR2",
"SOD2",
"CD247",
"CD2",
"SPCS3",
"IL7R",
"SFTA2",
"COL1A2",
"FN1",
"FKBP... | [
8,
7,
3,
6,
433,
507,
506,
426,
177,
248,
369,
603,
454,
494,
254,
394,
103,
46,
260,
353,
468,
14,
531,
100,
253,
526,
87,
85,
532,
294,
504,
135,
225,
224,
481,
221,
217,
214,
469,
316,
456,
180,
234,
403,
530,
193,
48,
... | [
[
0,
0,
1,
0,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | NK cells | THD0011 |
[
[
0,
0,
531.9149169921875,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
106.38298034667969,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
638.2978515625,
... | train | aaaaahih-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaahih-1 | [
"FN1",
"LUM",
"VIM",
"CCN2",
"SOD2",
"ACTA2",
"PTGDS",
"COL1A2",
"PDGFRA",
"CD44",
"COL1A1",
"EPAS1",
"PPARG",
"UGDH",
"SPARCL1",
"DUOX1",
"SLC2A1",
"HERPUD1",
"SNAI2",
"ZEB1",
"CREB3L4",
"RTKN2",
"CRELD2",
"PDGFRB",
"EPCAM",
"PDIA3",
"PECAM1",
"PGC",
"PKM",
... | [
8,
7,
3,
6,
225,
353,
603,
76,
526,
14,
454,
135,
424,
100,
134,
193,
448,
597,
530,
180,
516,
254,
523,
621,
143,
473,
144,
425,
194,
426,
431,
433,
438,
136,
258,
177,
580,
619,
346,
266,
61,
275,
620
] | [
[
0,
1,
1,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
],
[
1,
0,
1,
1,
0... | Lipofibroblasts | THD0011 |
[
[
0,
0,
229.8850555419922,
172.41378784179688,
0,
0,
0,
57.47126388549805,
0,
0,
0,
0,
0,
0,
0,
0,
57.47126388549805,
0,
0,
57.47126388549805,
0,
0,
0,
0,
0,
0,
57.47126388549805,
0,
0,
0,
0,
... | train | aaaadngk-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadngk-1 | [
"SFTPD",
"RTKN2",
"CEACAM6",
"DUOX1",
"NAPSA",
"NKX2-1",
"ACTA2",
"FN1",
"VIM",
"ITGA3",
"HYOU1",
"LUM",
"SEC11C",
"PDIA3",
"COL1A2",
"EPCAM",
"COL4A3",
"MSLN",
"MGST1",
"KRT8",
"S100A8",
"AGER",
"PTGDS",
"STAT6",
"CCN2",
"HIST1H1C",
"HIF1A",
"KRT18",
"HLA-DRA... | [
8,
7,
3,
6,
507,
473,
117,
180,
394,
404,
14,
225,
603,
301,
273,
353,
490,
426,
135,
194,
137,
384,
369,
328,
480,
21,
454,
544,
76,
260,
258,
324,
263,
542,
442,
438,
619,
504,
254,
494,
308,
116,
614,
528,
481,
100,
143,
... | [
[
0,
1,
1,
0,
1,
1,
0,
0,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT1 | THD0011 |
[
[
0,
0,
0,
169.4915313720703,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
593.2203369140625,
0,
0,
... | train | aaaadngi-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadngi-1 | [
"FN1",
"CCN2",
"SFTPD",
"VIM",
"SPARCL1",
"ITGB1",
"DMBT1",
"LUM",
"NAPSA",
"DCN",
"SOD2",
"COL1A2",
"LAMP3",
"EPAS1",
"SELENOS",
"PGC",
"SFTPC",
"CD44",
"EPCAM",
"PDGFRA",
"PTGDS",
"ERLEC1",
"ITGA3",
"AGER",
"MGST1",
"HYOU1",
"NUTF2",
"CD34",
"SNAI2",
"CD4"... | [
8,
7,
3,
6,
225,
76,
507,
603,
530,
306,
177,
353,
394,
169,
526,
135,
332,
193,
494,
433,
506,
100,
194,
424,
454,
197,
301,
21,
369,
273,
409,
92,
523,
97,
620,
348,
504,
263,
147,
151,
258,
450,
438,
234,
390,
220,
217,
... | [
[
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Alveolar FBs | THD0011 |
[
[
0,
0,
0,
0,
0,
0,
0,
120.48192596435547,
0,
0,
0,
0,
0,
0,
240.96385192871094,
0,
0,
0,
0,
0,
0,
0,
0,
120.48192596435547,
0,
0,
481.9277038574219,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadngh-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadngh-1 | [
"EPAS1",
"FN1",
"BMPR2",
"VIM",
"PECAM1",
"HERPUD1",
"COL1A2",
"HIST1H1C",
"SPCS3",
"IFIT3",
"SPARCL1",
"CD44",
"SFTPD",
"SFTA2",
"SEC11C",
"CCN2",
"ATF4",
"RNASE1",
"NUCB2",
"HLA-DQB1",
"SSR3",
"HLA-DQA1",
"EGFR",
"DUOX1",
"PIM2",
"HEY1",
"CD274",
"DCN",
"NAP... | [
8,
7,
3,
6,
193,
225,
61,
603,
431,
254,
135,
260,
532,
280,
530,
100,
507,
504,
490,
76,
46,
469,
408,
262,
541,
261,
182,
180,
437,
257,
89,
169,
394,
151,
433,
247,
147,
506,
357,
217,
424,
231,
621,
353,
58,
301,
332,
... | [
[
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 |
[
[
0,
0,
84.74576568603516,
0,
0,
338.9830627441406,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
84.74576568603516,
0,
0,
0,
0,
0,
0,
0,
0,
84.74576568603516,
0,
0... | train | aaaadngg-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadngg-1 | [
"VIM",
"LYZ",
"LUM",
"MS4A7",
"S100A8",
"CD44",
"AIF1",
"FCN1",
"RHOA",
"FN1",
"FCER1G",
"DCN",
"STAT6",
"S100A9",
"PDIA6",
"NAPSA",
"HIF1A",
"CST3",
"HLA-DRA",
"PECAM1",
"PTPRC",
"XBP1",
"HERPUD1",
"SPARCL1",
"PTGDS",
"SFTPD",
"SLC1A3",
"SLC2A1",
"CD68",
"C... | [
8,
7,
3,
6,
603,
357,
353,
383,
480,
100,
23,
216,
468,
225,
211,
169,
544,
481,
428,
394,
258,
147,
263,
431,
456,
619,
254,
530,
454,
507,
513,
516,
102,
117,
177,
206,
180,
433,
191,
193,
411,
214,
221,
390,
260,
363,
348... | [
[
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,
0,
0,
0,... | Interstitial Macrophages | 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,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
288.4615478515625,
0,
0,
0,
96.1538... | train | aaaadnhc-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadnhc-1 | [
"FN1",
"VIM",
"SOD2",
"SFTPD",
"YAP1",
"PDGFRA",
"STAT1",
"SPARCL1",
"COL3A1",
"CCN2",
"CST3",
"HSPA5",
"ICAM1",
"CTNNB1",
"PGC",
"DCN",
"CD44",
"XBP1",
"ITGB1",
"EGFR",
"MGST1",
"SMAD4",
"HIST1H1C",
"HIF1A",
"CD14",
"SPINK1",
"SPCS3",
"GKN2",
"NHSL2",
"RTKN... | [
8,
7,
3,
6,
225,
603,
526,
507,
620,
424,
542,
530,
136,
76,
147,
272,
275,
151,
433,
169,
100,
619,
306,
182,
369,
519,
260,
258,
80,
535,
532,
234,
401,
473,
483,
506,
135,
400,
394,
120,
450,
146,
353,
184,
304,
427,
177,... | [
[
0,
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,... | Alveolar FBs | THD0011 |
[
[
0,
111.11111450195312,
111.11111450195312,
0,
0,
111.11111450195312,
0,
333.3333435058594,
0,
0,
0,
0,
0,
0,
111.11111450195312,
0,
0,
0,
111.11111450195312,
0,
111.11111450195312,
0,
0,
111.11111450195312,
0,
... | train | aaaaephc-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaephc-1 | [
"EPAS1",
"VIM",
"PECAM1",
"FCN3",
"SPARCL1",
"KRT18",
"AKR1C1",
"YAP1",
"IL7R",
"SFTA2",
"NAPSA",
"FGF7",
"DCN",
"CD274",
"ZEB1",
"SPCS3",
"CEACAM6",
"SAA2",
"IFIT3",
"ICAM1",
"SEC11C",
"CD34",
"FN1",
"HLA-DRA",
"NHSL2",
"SSR3",
"MGST1",
"AIF1",
"GNG11",
"AC... | [
8,
7,
3,
6,
193,
603,
431,
217,
530,
324,
26,
620,
294,
504,
394,
221,
169,
89,
621,
532,
117,
483,
280,
275,
490,
92,
225,
263,
401,
541,
369,
23,
238,
14,
254,
336,
74,
481,
46,
433,
426,
180,
54,
51,
456,
328,
13,
618,
... | [
[
0,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 |
[
[
0,
0,
63.69426727294922,
63.69426727294922,
0,
0,
0,
0,
0,
127.38853454589844,
0,
0,
0,
0,
191.08279418945312,
0,
0,
63.69426727294922,
0,
0,
0,
0,
0,
127.38853454589844,
0,
0,
0,
0,
0,
0,
0... | train | aaaadnie-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadnie-1 | [
"HIST1H1C",
"VIM",
"TRAC",
"RHOA",
"EPAS1",
"CD3E",
"CEACAM6",
"PDIA3",
"CD3D",
"DUOX1",
"MKI67",
"CD28",
"ATF4",
"SOD2",
"SFTA2",
"RTKN2",
"CD3G",
"SPCS3",
"CD247",
"SOX4",
"NAPSA",
"HERPUD1",
"CD2",
"CTLA4",
"CTNNB1",
"NUCB2",
"GCLM",
"NUTF2",
"PTPRC",
"PC... | [
8,
7,
3,
6,
260,
603,
585,
468,
193,
95,
117,
426,
94,
180,
371,
90,
46,
526,
504,
473,
96,
532,
87,
528,
394,
254,
85,
150,
151,
408,
231,
409,
456,
420,
194,
438,
515,
369,
433,
58,
334,
31,
581,
580,
384,
118,
301,
507,... | [
[
0,
1,
1,
1,
1,
0,
0,
0,
1,
0,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | Proliferating Lymphoid | THD0011 |
[
[
0,
0,
90.090087890625,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
360.3603515625,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
180.18017578125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadnhf-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadnhf-1 | [
"SFTPD",
"EPAS1",
"SFTPC",
"NAPSA",
"FN1",
"VIM",
"NKX2-1",
"DUOX1",
"ATF4",
"DMBT1",
"HSPA5",
"CD44",
"ITGB1",
"SPARCL1",
"LUM",
"HERPUD1",
"GKN2",
"BMPR2",
"DCN",
"MGST1",
"XBP1",
"FCN3",
"SLC25A4",
"PGC",
"CD34",
"SOD2",
"COL1A2",
"CFTR",
"FGF7",
"COL3A1"... | [
8,
7,
3,
6,
507,
193,
506,
394,
225,
603,
404,
180,
46,
177,
272,
100,
306,
530,
353,
254,
234,
61,
169,
369,
619,
217,
515,
433,
92,
526,
135,
120,
221,
136,
473,
469,
147,
151,
420,
426,
427,
431,
494,
257,
184,
541,
620,
... | [
[
0,
1,
1,
0,
1,
0,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 |
[
[
0,
0,
160,
160,
0,
0,
0,
80,
0,
0,
0,
0,
0,
0,
80,
0,
0,
0,
160,
0,
0,
0,
0,
160,
0,
0,
400,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
80,
0,
0,
0,
0,
0,
... | train | aaaadnhe-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadnhe-1 | [
"RTKN2",
"EPAS1",
"BMPR2",
"HSPA5",
"PKM",
"PGC",
"SFTPD",
"KRT18",
"VIM",
"PECAM1",
"CEACAM6",
"PDGFRB",
"VEGFA",
"BCL2L1",
"DCN",
"SFTPC",
"CEACAM5",
"HERPUD1",
"STAT6",
"NAPSA",
"RHOA",
"CTNNB1",
"ITGAV",
"AXIN2",
"ACTA2",
"AGER",
"WWTR1",
"EPCAM",
"SPCS3",... | [
8,
7,
3,
6,
473,
193,
61,
272,
438,
433,
507,
324,
603,
431,
117,
425,
602,
58,
169,
506,
116,
254,
544,
394,
468,
151,
304,
51,
14,
21,
618,
194,
532,
92,
264,
255,
427,
426,
180,
384,
490,
234,
136,
231,
178,
454,
225,
4... | [
[
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,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT1 | THD0011 |
[
[
0,
0,
111.11111450195312,
0,
0,
0,
0,
0,
111.11111450195312,
111.11111450195312,
0,
0,
0,
0,
0,
0,
111.11111450195312,
0,
0,
222.22222900390625,
0,
0,
0,
111.11111450195312,
0,
0,
111.11111450195312,
0,... | train | aaaadnhp-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadnhp-1 | [
"VIM",
"FN1",
"PDGFRB",
"ITGB1",
"SFTPD",
"EPAS1",
"AXL",
"YAP1",
"CSPG4",
"MEG3",
"DCN",
"HIST1H1C",
"CST3",
"COL3A1",
"LUM",
"MGST1",
"MANF",
"SSR3",
"TBXA2R",
"TGFB1",
"CCN2",
"S100A8",
"CD44",
"SPARCL1",
"S100A9",
"PGC",
"SOD2",
"CD68",
"COL1A2",
"CEACAM... | [
8,
7,
3,
6,
603,
225,
425,
306,
507,
193,
52,
620,
146,
366,
169,
260,
147,
136,
353,
369,
360,
541,
551,
556,
76,
480,
100,
530,
481,
433,
526,
102,
135,
117,
531,
118,
221,
506,
27,
31,
191,
184,
48,
180,
211,
304,
58,
4... | [
[
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,... | Proliferating Mesenchymal | THD0011 |
[
[
0,
0,
0,
104.16666412353516,
0,
208.3333282470703,
0,
0,
0,
0,
0,
0,
0,
0,
208.3333282470703,
0,
104.16666412353516,
0,
0,
0,
0,
0,
0,
0,
104.16666412353516,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadnid-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadnid-1 | [
"VIM",
"LYZ",
"EPAS1",
"HLA-DRA",
"RHOA",
"CD44",
"FCN1",
"FCER1G",
"CTNNB1",
"S100A9",
"S100A12",
"ATF4",
"EREG",
"CD86",
"AIF1",
"FN1",
"SPCS3",
"SFTPD",
"MYC",
"S100A8",
"HIST1H1C",
"SAA2",
"STAT6",
"CD14",
"STAT1",
"SOD2",
"HAVCR2",
"PECAM1",
"SOX9",
"MA... | [
8,
7,
3,
6,
603,
357,
193,
263,
468,
100,
216,
211,
151,
481,
477,
46,
196,
109,
23,
225,
532,
507,
389,
480,
260,
483,
544,
80,
542,
526,
253,
431,
529,
362,
383,
184,
620,
619,
305,
21,
433,
438,
296,
48,
514,
147,
59
] | [
[
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
],
[
1... | Interstitial Macrophages | THD0011 |
[
[
0,
0,
84.03361511230469,
0,
0,
0,
0,
0,
0,
168.06723022460938,
0,
0,
0,
0,
84.03361511230469,
0,
0,
0,
252.10084533691406,
0,
84.03361511230469,
0,
0,
0,
0,
0,
84.03361511230469,
0,
0,
0,
0,... | train | aaaaephh-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaephh-1 | [
"FN1",
"EPAS1",
"RTKN2",
"SAA2",
"VEGFA",
"VIM",
"NAPSA",
"PKM",
"RHOA",
"KRT8",
"AXIN2",
"DUOX1",
"XBP1",
"ITGB1",
"KRT18",
"ANKRD28",
"SOD2",
"CEACAM6",
"CTNNB1",
"ICAM1",
"PTGDS",
"SFTPD",
"ITGA3",
"SPARCL1",
"CST3",
"PECAM1",
"HLA-DRA",
"SPCS2",
"SSR3",
... | [
8,
7,
3,
6,
225,
193,
473,
483,
602,
603,
394,
438,
468,
328,
51,
180,
619,
306,
324,
31,
526,
117,
151,
275,
454,
507,
301,
530,
147,
431,
263,
531,
541,
317,
404,
519,
260,
100,
257,
517,
506,
504,
247,
92,
353,
102,
273,
... | [
[
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT1 | THD0011 |
[
[
0,
0,
123.456787109375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
61.7283935546875,
61.7283935546875,
0,
0,
0,
0,
0,
0,
0,
0,
61.7283935546875,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadnhn-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadnhn-1 | [
"PGC",
"SFTPD",
"DMBT1",
"SFTPC",
"DUOX1",
"MGST1",
"CD44",
"PDIA4",
"NAPSA",
"SFTA2",
"NKX2-1",
"HMOX1",
"LAMP3",
"SOD2",
"HLA-DRA",
"YAP1",
"EPAS1",
"PDIA6",
"XBP1",
"HERPUD1",
"RHOA",
"ERLEC1",
"SSR3",
"ACTA2",
"PKM",
"IDH1",
"HSPA5",
"RNASE1",
"MYDGF",
"... | [
8,
7,
3,
6,
433,
507,
177,
506,
180,
369,
100,
427,
394,
504,
404,
266,
332,
526,
263,
620,
193,
428,
619,
254,
468,
197,
541,
14,
438,
276,
272,
469,
390,
528,
247,
89,
194,
260,
580,
481,
306,
494,
182,
610,
301,
603,
45,
... | [
[
0,
1,
1,
1,
1,
1,
0,
1,
0,
1,
1,
1,
0,
0,
0,
1,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | AT2 | THD0011 |
[
[
0,
0,
68.02721405029297,
0,
0,
136.05442810058594,
0,
136.05442810058594,
0,
0,
0,
0,
0,
0,
204.08163452148438,
0,
0,
0,
0,
0,
0,
0,
0,
136.05442810058594,
0,
0,
272.1088562011719,
0,
0,
0,
... | train | aaaadnii-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadnii-1 | [
"EPAS1",
"SFTPD",
"PECAM1",
"WWTR1",
"HERPUD1",
"RHOA",
"BMPR2",
"VIM",
"LYZ",
"UBE2J1",
"CD34",
"NUCB2",
"CD44",
"PKM",
"ATF4",
"ITGB1",
"HLA-DRA",
"MS4A7",
"MANF",
"CEACAM6",
"HSPA5",
"CST3",
"KRT18",
"RNASE1",
"AKR1C1",
"AIF1",
"BCL2L1",
"PGC",
"EPCAM",
"... | [
8,
7,
3,
6,
193,
507,
431,
618,
254,
468,
61,
603,
357,
594,
92,
408,
100,
438,
46,
306,
263,
383,
360,
117,
272,
147,
324,
469,
26,
23,
58,
433,
194,
526,
304,
454,
151,
426,
211,
262,
522,
427,
515,
514,
257,
217,
504,
2... | [
[
0,
1,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | gCap | THD0011 |
[
[
0,
0,
52.08333206176758,
0,
0,
0,
0,
0,
0,
52.08333206176758,
0,
0,
0,
0,
572.9166259765625,
52.08333206176758,
0,
0,
52.08333206176758,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | aaaadnil-1 | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaadnil-1 | [
"SFTPD",
"PGC",
"XBP1",
"ATF4",
"NAPSA",
"CD44",
"SFTPC",
"SFTA2",
"LAMP3",
"SOD2",
"HERPUD1",
"MGST1",
"YAP1",
"VEGFA",
"SLC25A4",
"CFTR",
"HLA-DRA",
"NKX2-1",
"RHOA",
"SPCS2",
"EPCAM",
"EGFR",
"IDH1",
"ITGA3",
"PKM",
"TOP1",
"KRT8",
"UBE2J1",
"S100A9",
"MY... | [
8,
7,
3,
6,
507,
433,
619,
46,
394,
100,
506,
504,
332,
526,
254,
369,
620,
602,
515,
120,
263,
404,
468,
531,
194,
182,
276,
301,
438,
580,
328,
594,
481,
390,
494,
147,
217,
126,
177,
426,
389,
247,
180,
258,
428,
450,
193... | [
[
0,
1,
1,
1,
1,
1,
1,
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,... | AT2 | THD0011 |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.