Expression list | Split string | Gene list | Cell_Ids string | Ranked_Gene_Names list | Full_Tokens list | Annotations string | Sample_Names string | compound_key string | centroid_x float64 | centroid_y float64 | Tissues string | Conditions string | Rows list | Cols list | Data list | Shape list | Niche_Annotation string | Species string | Assay string | Cell_id string |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
[
0,
0,
76.92308044433594,
0,
0,
0,
0,
76.92308044433594,
0,
0,
0,
0,
0,
38.46154022216797,
38.46154022216797,
0,
0,
0,
0,
0,
115.3846206665039,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
115.3846206665039,
0,
653.84619140625,
0,
0,
0,
0,
0,
0,
7... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalcdo-1 | [
"CCL21",
"PTGDS",
"HLA-DRA",
"COL1A2",
"STAT1",
"JCHAIN",
"CD44",
"XBP1",
"VIM",
"FN1",
"LUM",
"PDIA3",
"SFRP2",
"SOD2",
"RHOA",
"COL3A1",
"ITGAV",
"BANK1",
"UBE2J1",
"CCL18",
"IFIT1",
"CD14",
"HERPUD1",
"LYZ",
"KDR",
"AKR1C1",
"SELENOS",
"GNG11",
"FGF7",
"S... | [
26,
8,
3,
6,
273,
1448,
841,
454,
1714,
1001,
324,
1936,
1907,
717,
1121,
1362,
1599,
1668,
1505,
457,
987,
177,
1884,
269,
892,
297,
820,
1130,
1016,
80,
1579,
772,
697,
1686,
870,
519,
546,
989,
314,
1687,
1303,
838,
453,
1681,
... | Lymphatic/DCs | VUILD107MF | VUILD107MF_aaaalcdo-1 | 1,750.99 | 2,225.07 | Lung | Disease | [
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
2,
2,
3,
3,
3,
3,
3,
3,
3,
3,
3,
3,
4,
4,
4,
4,
4,
5,
5,
5,
5,
5,
5,
5,
5,
5,
5,
6,
6,
6,
6,
6,
6,
7,
7,
7,
7,
7,
8... | [
2,
3,
5,
6,
8,
9,
10,
14,
33,
3,
4,
5,
7,
8,
10,
11,
12,
18,
0,
3,
5,
6,
8,
9,
10,
14,
33,
0,
1,
2,
5,
6,
7,
9,
10,
11,
33,
1,
8,
10,
12,
18,
0,
1,
2,
3,
6,
7,
9,
10,
11,
33,
0,
2,
3,
5,
9,
33,
1,
3... | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1... | [
67,
67
] | T9 | Human | Xenium | null |
[
0,
64.51612854003906,
0,
0,
0,
0,
0,
64.51612854003906,
0,
0,
0,
0,
0,
0,
64.51612854003906,
0,
0,
64.51612854003906,
0,
64.51612854003906,
64.51612854003906,
0,
0,
129.03225708007812,
0,
0,
0,
0,
0,
0,
0,
0,
129.03225708007812,
0,
0,
0,
64.516... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaldfi-1 | [
"SOD2",
"HLA-DRA",
"HERPUD1",
"CXCL14",
"DCN",
"CXCR4",
"PTGDS",
"XBP1",
"JCHAIN",
"GPR183",
"RHOA",
"PTPRC",
"UBE2J1",
"LUM",
"VIM",
"PECAM1",
"CCL18",
"OAS2",
"CST3",
"SPARCL1",
"MS4A1",
"COL1A2",
"HIF1A",
"HLA-DQA1",
"FN1",
"BCL2L1",
"CD79A",
"SFRP2",
"STAT... | [
26,
8,
3,
6,
1668,
841,
820,
519,
546,
529,
1448,
1936,
1001,
781,
1505,
1456,
1884,
1121,
1907,
1370,
269,
1308,
491,
1686,
1193,
454,
829,
838,
717,
187,
339,
1599,
1714,
1104,
1511,
977,
80,
986,
457,
1935,
453,
324,
330,
39,
... | B cells | VUILD107MF | VUILD107MF_aaaaldfi-1 | 1,755.77 | 2,110.55 | Lung | Disease | [
0,
0,
0,
0,
0,
0,
0,
0,
1,
1,
1,
1,
1,
1,
1,
3,
3,
3,
3,
3,
3,
3,
8,
8,
8,
11,
11,
11,
11,
11,
11,
11,
13,
13,
13,
13,
13,
13,
13,
13,
14,
14,
14,
14,
14,
14,
14,
14,
20,
20,
20,
20,
20,
20,
20,
24,
24,
... | [
1,
3,
8,
11,
13,
14,
20,
24,
0,
3,
11,
13,
14,
20,
24,
0,
1,
11,
13,
14,
20,
24,
0,
13,
14,
0,
1,
3,
13,
14,
20,
24,
0,
1,
3,
8,
11,
14,
20,
24,
0,
1,
3,
8,
11,
13,
20,
24,
0,
1,
3,
11,
13,
14,
24,
0,
1,
... | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1
] | [
64,
64
] | T2 | Human | Xenium | null |
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
227.27272033691406,
0,
0,
0,
0,
0,
0,
0,
0,
0,
227.27272033691406,
0,
0,
0,
0,
0,
0,
0,
340.9090881347656,
0,
0,
0,
0,
0,
0,
0,
0,
113.63636016845703,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabjhf-1 | [
"HLA-DRA",
"PTGDS",
"LYZ",
"CCL18",
"TNFRSF13C",
"UBE2J1",
"PDIA4",
"ATF4",
"CD44",
"BCL2L11",
"SEC11C",
"HLA-DQA1",
"STAT1",
"HERPUD1",
"ICAM1",
"XBP1",
"VIM",
"MS4A1",
"CD68",
"EHMT1",
"TCL1A",
"HLA-DQB1",
"CD14",
"HIF1A",
"LTB",
"CD79A",
"CDK1",
"GCLM",
"PI... | [
26,
8,
3,
6,
841,
1448,
1130,
269,
1820,
1884,
1363,
153,
324,
188,
1570,
838,
1714,
820,
880,
1936,
1907,
1193,
334,
608,
1760,
839,
297,
829,
1118,
339,
364,
754,
1386,
1392,
1405,
629,
977,
1431,
518,
498,
1308,
1300,
1213,
157... | B cells | VUILD107MF | VUILD107MF_aaaabjhf-1 | 1,523.78 | 2,065.34 | Lung | Disease | [
0,
1,
16,
16
] | [
16,
16,
0,
1
] | [
1,
1,
1,
1
] | [
46,
46
] | T2 | Human | Xenium | null |
[
0,
0,
90.090087890625,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
90.090087890625,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
90.090087890625,
0,
0,
0,
1081.0810546875,
0,
0,
0,
0,
0,
0,
0,
0,
450.450439453125,
0,
0,
0,
0,
0,
0,
0,
... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabhin-1 | [
"CCL18",
"HLA-DRA",
"MS4A7",
"CD14",
"HERPUD1",
"LYZ",
"RNASE1",
"CST3",
"CD68",
"PTGDS",
"CD44",
"ICAM1",
"SOD2",
"FCER1G",
"STAT1",
"HSPA5",
"ITGAV",
"C1QC",
"CD3E",
"CXCL13",
"HIF1A",
"STAT6",
"HIST1H1C",
"NUCB2",
"LMAN1",
"TPSAB1",
"CXCL9",
"XBP1",
"SELENO... | [
26,
8,
3,
6,
269,
841,
1198,
297,
820,
1130,
1511,
491,
334,
1448,
324,
880,
1668,
675,
1714,
870,
987,
217,
319,
518,
829,
1719,
833,
1300,
1097,
1839,
525,
1936,
1579,
997,
1192,
1363,
1362,
1361,
519,
1905,
153,
967,
667,
697,
... | Macrophages | VUILD107MF | VUILD107MF_aaaabhin-1 | 1,558.72 | 2,223.43 | Lung | Disease | [
0,
0,
0,
0,
0,
0,
1,
2,
2,
2,
2,
2,
3,
3,
4,
4,
4,
4,
4,
6,
6,
6,
6,
6,
6,
6,
7,
7,
7,
7,
7,
13,
13,
13,
13,
13
] | [
2,
3,
4,
6,
7,
13,
6,
0,
4,
6,
7,
13,
0,
6,
0,
2,
6,
7,
13,
0,
1,
2,
3,
4,
7,
13,
0,
2,
4,
6,
13,
0,
2,
4,
6,
7
] | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1
] | [
51,
51
] | T5 | Human | Xenium | null |
[
0,
0,
74.62686920166016,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
74.62686920166016,
149.2537384033203,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
74.62686920166016,
0,
74.62686920166016,
0... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabioi-1 | [
"CXCL13",
"STAT1",
"PKM",
"HLA-DRA",
"PCNA",
"CXCR4",
"CD44",
"MS4A1",
"HIST1H1C",
"HLA-DQA1",
"CD69",
"XBP1",
"HMGA1",
"VIM",
"RHOA",
"ITGAM",
"CXCL14",
"LCK",
"PDIA3",
"CD52",
"TGFB1",
"GSR",
"ATG7",
"DNAJB9",
"PRDX4",
"ITM2C",
"CD1C",
"SPCS3",
"CD247",
"S... | [
26,
8,
3,
6,
518,
1714,
1392,
841,
1348,
529,
324,
1193,
833,
838,
335,
1936,
844,
1907,
1505,
986,
519,
1068,
1362,
330,
1773,
796,
155,
570,
1431,
997,
303,
1688,
308,
1687,
1118,
1137,
829,
1530,
1648,
339,
1120,
154,
1686,
107... | B cells | VUILD107MF | VUILD107MF_aaaabioi-1 | 1,577.44 | 2,010.73 | Lung | Disease | [
0,
0,
0,
0,
1,
3,
3,
7,
7,
7,
13,
13
] | [
1,
3,
7,
13,
0,
0,
7,
0,
3,
13,
0,
7
] | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1
] | [
60,
60
] | T2 | Human | Xenium | null |
[
0,
109.89010620117188,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
439.5604248046875,
0,
0,
109.89010620117188,
0,
0,
219.78021240234375,
0,
0,
0,
109.89010620117188,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
219.78021240234375,
0,
0,
... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabfli-1 | [
"HLA-DRA",
"CXCL13",
"CD44",
"CXCR4",
"ATF4",
"STAT1",
"CD1C",
"TGFB1",
"CCR7",
"CXCL14",
"BANK1",
"HIST1H1C",
"TNFRSF13C",
"ISG20",
"SPCS2",
"PTPRC",
"CD27",
"CDK1",
"HMGA1",
"MS4A1",
"CD79B",
"CD69",
"HLA-DQB1",
"CD52",
"NFKB1",
"HLA-DQA1",
"SPCS3",
"GPR183",
... | [
26,
8,
3,
6,
841,
518,
324,
529,
153,
1714,
303,
1773,
296,
519,
177,
833,
1820,
977,
1687,
1456,
309,
364,
844,
1193,
340,
335,
839,
330,
1253,
838,
1688,
781,
454,
820,
478,
39,
608,
1118,
1505,
498,
188,
1097,
160,
1362,
1386... | B cells | VUILD107MF | VUILD107MF_aaaabfli-1 | 1,621.31 | 2,144.52 | Lung | Disease | [
0,
0,
0,
0,
0,
1,
1,
1,
2,
2,
3,
4,
4,
4,
6,
6,
19,
41,
41,
41
] | [
1,
2,
4,
6,
41,
0,
4,
41,
0,
6,
19,
0,
1,
41,
0,
2,
3,
0,
1,
4
] | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1
] | [
44,
44
] | T2 | Human | Xenium | null |
[
0,
126.582275390625,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
506.3291015625,
0,
0,
0,
0,
0,
0,
0,
0,
126.582275390625,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
126.582275390625,
0,
0,
0,
0,
632.9113... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabfna-1 | [
"PECAM1",
"CD34",
"PLVAP",
"SPARCL1",
"ATF4",
"HLA-DRA",
"EPAS1",
"OAS2",
"IFIT1",
"OAS3",
"COL15A1",
"CXCR4",
"POSTN",
"BCL2L1",
"PTGDS",
"TNFRSF13C",
"SOD2",
"CD2",
"SPCS3",
"RHOA",
"COL3A1",
"PDIA4",
"SPP1",
"ACKR1",
"IL4R",
"IFIT3",
"HYOU1",
"HIF1A",
"EHMT... | [
26,
8,
3,
6,
1370,
314,
1413,
1686,
153,
841,
629,
1308,
892,
1309,
450,
529,
1418,
187,
1448,
1820,
1668,
305,
1688,
1505,
457,
1363,
1699,
39,
953,
894,
877,
829,
608,
820,
1221,
1907,
1362,
1884,
1218,
1714,
453,
339,
675,
989
... | Venous | VUILD107MF | VUILD107MF_aaaabfna-1 | 1,624.43 | 2,171.97 | Lung | Disease | [
0,
12
] | [
12,
0
] | [
1,
1
] | [
40,
40
] | T12 | Human | Xenium | null |
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
105.2631607055664,
0,
0,
0,
0,
0,
0,
0,
105.2631607055664,
105.2631607055664,
0,
0,
105.2631607055664,
0,... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaabcg-1 | [
"CXCR4",
"GZMA",
"TRAC",
"CD8A",
"COL3A1",
"CD69",
"CD44",
"PTPRC",
"HLA-DRA",
"SOD2",
"LEF1",
"PDIA3",
"RHOA",
"GZMK",
"PTGDS",
"SPARCL1",
"CXCL14",
"VIM",
"MS4A1",
"LUM",
"CD28",
"CD247",
"SMAD4",
"CD79A",
"CD2",
"CD3E",
"IL7R",
"PLIN2",
"PKM",
"FGF7",
"... | [
26,
8,
3,
6,
529,
804,
1841,
345,
457,
335,
324,
1456,
841,
1668,
1074,
1362,
1505,
807,
1448,
1686,
519,
1907,
1193,
1121,
312,
308,
1648,
339,
305,
319,
956,
1405,
1392,
697,
1221,
717,
796,
880,
893,
454,
284,
997,
1936,
1719,
... | T-cells | VUILD107MF | VUILD107MF_aaaaabcg-1 | 1,648.49 | 2,168.38 | Lung | Disease | [
0,
0,
0,
1,
1,
1,
2,
2,
2,
2,
2,
7,
7,
7,
17,
17,
17,
17,
17,
19,
19,
19
] | [
1,
2,
17,
0,
2,
17,
0,
1,
7,
17,
19,
2,
17,
19,
0,
1,
2,
7,
19,
2,
7,
17
] | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1
] | [
41,
41
] | T2 | Human | Xenium | null |
[
0,
123.456787109375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
123.456787109375,
0,
0,
0,
0,
123.456787109375,
0,
246.91357421875,
0,
123.456787109375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
123.456787109375,
0,... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaacgo-1 | [
"CXCR4",
"HLA-DRA",
"STAT1",
"ERLEC1",
"HMGA1",
"LYZ",
"PDIA3",
"BCL2L11",
"CD44",
"MYC",
"VIM",
"DCN",
"CD86",
"SLC2A1",
"COL3A1",
"SOD2",
"SPCS3",
"CTNNB1",
"CD1C",
"CD52",
"PTGDS",
"ISG20",
"EHMT1",
"SSR3",
"FAS",
"PCNA",
"OAS2",
"NFKB1",
"FN1",
"MS4A1",
... | [
26,
8,
3,
6,
529,
841,
1714,
644,
844,
1130,
1362,
188,
324,
1218,
1907,
546,
344,
1635,
457,
1668,
1688,
498,
303,
330,
1448,
977,
608,
1709,
667,
1348,
1308,
1253,
717,
1193,
796,
833,
839,
1411,
1363,
1943,
1884,
39,
1899,
1886... | B cells | VUILD107MF | VUILD107MF_aaaaacgo-1 | 1,649.98 | 2,100.06 | Lung | Disease | [
0,
10
] | [
10,
0
] | [
1,
1
] | [
52,
52
] | T2 | Human | Xenium | null |
[
0,
0,
95.23809814453125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
95.23809814453125,
0,
0,
0,
0,
0,
190.4761962890625,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
95.23809814453125,
0,
95.23809814453125,
0,
0,
0,
0,
9... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaachi-1 | [
"HLA-DRA",
"CXCR4",
"CD44",
"HIST1H1C",
"LYZ",
"STAT1",
"CXCL13",
"TNFRSF13C",
"BANK1",
"STAT6",
"SPCS3",
"LTB",
"CD52",
"VIM",
"PTPRC",
"CD79A",
"FN1",
"ITGB1",
"CD3E",
"CD69",
"SLC1A3",
"CENPF",
"SELENOS",
"CTNNB1",
"CD28",
"CXCL14",
"SOD2",
"ZEB1",
"PRDX4",... | [
26,
8,
3,
6,
841,
529,
324,
833,
1130,
1714,
518,
1820,
177,
1719,
1688,
1118,
330,
1907,
1456,
339,
717,
989,
319,
335,
1624,
389,
1579,
498,
312,
519,
1668,
1943,
1431,
977,
894,
892,
880,
838,
829,
820,
781,
754,
1309,
1364,
... | B cells | VUILD107MF | VUILD107MF_aaaaachi-1 | 1,651.74 | 2,093.93 | Lung | Disease | [
0,
0,
0,
2,
2,
2,
5,
5,
5,
13,
13,
13
] | [
2,
5,
13,
0,
5,
13,
0,
2,
13,
0,
2,
5
] | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1
] | [
58,
58
] | T2 | Human | Xenium | null |
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
111.73184204101562,
0,
0,
55.86592102050781,
0,
0,
279.32958984375,
55.86592102050781,
55.86592102050781,
0,
55.86592102050781,
0,
0,
0,
0,
0,
0,
0,
55.86592102050781,
0,
0,
0,
0,
0,
0,
0,
55.86... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaachj-1 | [
"HLA-DRA",
"CXCR4",
"SPARCL1",
"STAT1",
"IFIT3",
"BANK1",
"PTGDS",
"TNFRSF13C",
"NUTF2",
"HLA-DQA1",
"COL1A2",
"PTPRC",
"CD44",
"UBE2J1",
"ITGAM",
"HIST1H1C",
"VIM",
"LTB",
"CD52",
"CD34",
"PDIA3",
"OAS2",
"RHOA",
"ATF4",
"PLVAP",
"HLA-DQB1",
"FCN3",
"CXCL13",
... | [
26,
8,
3,
6,
841,
529,
1686,
1714,
894,
177,
1448,
1820,
1303,
838,
454,
1456,
324,
1884,
986,
833,
1907,
1118,
330,
314,
1362,
1308,
1505,
153,
1413,
839,
685,
518,
1121,
339,
989,
1193,
1668,
1709,
892,
1699,
477,
1687,
519,
820... | B cells | VUILD107MF | VUILD107MF_aaaaachj-1 | 1,660.57 | 2,116.39 | Lung | Disease | [
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
3,
3,
3,
3,
3,
4,
4,
4,
7,
7,
7,
8,
8,
8,
8,
11,
11,
11,
11,
11,
16,
16,
16,
16,
16,
16,
16,
16,
16,
28,
28,
28,
28,
28
] | [
1,
2,
3,
4,
7,
8,
11,
16,
28,
0,
2,
3,
8,
11,
16,
28,
0,
1,
8,
16,
0,
1,
11,
16,
28,
0,
7,
16,
0,
4,
16,
0,
1,
2,
16,
0,
1,
3,
16,
28,
0,
1,
2,
3,
4,
7,
8,
11,
28,
0,
1,
3,
11,
16
] | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1
] | [
70,
70
] | T2 | Human | Xenium | null |
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
263.15789794921875,
0,
0,
0,
0,
0,
0,
0,
394.7368469238281,
0,
0,
0,
0,
131.57894897460938,
0,
0,
0,
131.57894897460938,
... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaachf-1 | [
"CXCL13",
"CXCR4",
"HLA-DRA",
"CCR7",
"CD3D",
"CD3E",
"CD44",
"STAT1",
"CCL18",
"CD69",
"LCK",
"LEF1",
"IL7R",
"TRAC",
"LMAN1",
"CD28",
"CD34",
"UBE2J1",
"TOP1",
"CD3G",
"TNFRSF13C",
"CD52",
"SPCS2",
"CTNNB1",
"RHOA",
"PLIN2",
"CXCR5",
"EGFR",
"GCLM",
"GPR18... | [
26,
8,
3,
6,
518,
529,
841,
296,
318,
319,
324,
1714,
269,
335,
1068,
1074,
956,
1841,
1097,
312,
314,
1884,
1831,
320,
1820,
330,
1687,
498,
1505,
1405,
530,
604,
754,
781,
829,
305,
1363,
886,
997,
1218,
1133,
1130,
833,
1943,
... | T-cells | VUILD107MF | VUILD107MF_aaaaachf-1 | 1,661.23 | 2,128.4 | Lung | Disease | [
0,
0,
1,
1,
40,
40
] | [
1,
40,
0,
40,
0,
1
] | [
1,
1,
1,
1,
1,
1
] | [
42,
42
] | T2 | Human | Xenium | null |
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
119.04762268066406,
0,
0,
238.09524536132812,
0,
0,
238.09524536132812,
119.04762268066406,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
238.09524536132812,
0,
119.04762268066406,
0,
119.04762268066406,
0,
0,
0,... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaldfl-1 | [
"HLA-DRA",
"STAT1",
"TNFRSF13C",
"HERPUD1",
"MS4A1",
"CD44",
"CCL18",
"CD52",
"COL1A2",
"PDIA4",
"ATP2A3",
"CXCR4",
"BANK1",
"ISG20",
"IFIT3",
"HLA-DQA1",
"LPAR2",
"LTB",
"VIM",
"OAS3",
"TGFB1",
"CD3E",
"CCL5",
"CD4",
"CCL21",
"GPR183",
"ATF4",
"NFKB1",
"ICAM1... | [
26,
8,
3,
6,
841,
1714,
1820,
820,
1193,
324,
269,
330,
454,
1363,
160,
529,
177,
977,
894,
838,
1105,
1118,
1907,
1309,
1773,
319,
281,
321,
273,
781,
153,
1253,
880,
518,
1648,
1130,
829,
519,
1448,
1362,
181,
1709,
1277,
1121,
... | B cells | VUILD107MF | VUILD107MF_aaaaldfl-1 | 1,706.94 | 2,151.05 | Lung | Disease | [
0,
0,
4,
4,
18,
18
] | [
4,
18,
0,
18,
0,
4
] | [
1,
1,
1,
1,
1,
1
] | [
44,
44
] | T2 | Human | Xenium | null |
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
106.38298034667969,
0,
0,
0,
106.38298034667969,
0,
0,
0,
0,
212.76596069335938,
0,
0,
0,
0,
0,
106.382980... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaldga-1 | [
"PTGDS",
"CD44",
"CXCL13",
"HLA-DRA",
"GPR183",
"IL7R",
"LCK",
"HIF1A",
"LYZ",
"PDIA3",
"RHOA",
"COL3A1",
"COL1A2",
"SEC11C",
"CD2",
"STAT1",
"CXCR4",
"LUM",
"VIM",
"IFIT1",
"CD3D",
"SPCS3",
"IFIT3",
"DCN",
"CCR7",
"PTPRC",
"CD3E",
"LEF1",
"CCL5",
"XBP1",
... | [
26,
8,
3,
6,
1448,
324,
518,
841,
781,
956,
1068,
829,
1130,
1362,
1505,
457,
454,
1570,
305,
1714,
529,
1121,
1907,
892,
318,
1688,
894,
546,
296,
1456,
319,
1074,
281,
1936,
1889,
498,
1773,
838,
833,
491,
1363,
977,
1825,
1600,... | T-cells | VUILD107MF | VUILD107MF_aaaaldga-1 | 1,709.01 | 2,156.83 | Lung | Disease | [
5,
17,
18,
18
] | [
18,
18,
5,
17
] | [
1,
1,
1,
1
] | [
50,
50
] | T2 | Human | Xenium | null |
[
0,
0,
35.71428680419922,
0,
0,
0,
0,
71.42857360839844,
0,
0,
0,
0,
0,
0,
35.71428680419922,
0,
35.71428680419922,
0,
0,
0,
0,
0,
71.42857360839844,
0,
0,
0,
0,
0,
0,
0,
0,
0,
71.42857360839844,
0,
71.42857360839844,
0,
0,
0,
0,
0,
0,
... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalebg-1 | [
"PTGDS",
"COL1A2",
"FN1",
"HLA-DRA",
"SOD2",
"MEG3",
"LUM",
"DCN",
"CD44",
"VIM",
"CXCL14",
"COL3A1",
"JCHAIN",
"XBP1",
"FGF7",
"SFRP2",
"HIF1A",
"LYZ",
"ITGAV",
"PRDX4",
"BCL2",
"PECAM1",
"CCL21",
"SLC25A37",
"SNAI2",
"EPAS1",
"CXCR4",
"AKR1C1",
"CTNNB1",
"... | [
26,
8,
3,
6,
1448,
454,
717,
841,
1668,
1156,
1121,
546,
324,
1907,
519,
457,
1001,
1936,
697,
1599,
829,
1130,
987,
1431,
185,
1370,
273,
1628,
1658,
629,
529,
80,
498,
1884,
1928,
1253,
269,
453,
1362,
820,
813,
1579,
796,
1624,... | Fibroblasts | VUILD107MF | VUILD107MF_aaaalebg-1 | 1,746.27 | 2,092.35 | Lung | Disease | [
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
3,
3,
3,
3,
3,
3,
3,
3,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
5... | [
1,
2,
3,
4,
5,
6,
7,
8,
9,
10,
12,
13,
15,
33,
0,
2,
3,
4,
5,
6,
7,
8,
9,
10,
12,
15,
33,
0,
1,
3,
4,
5,
6,
7,
8,
9,
10,
12,
13,
15,
33,
0,
1,
2,
4,
6,
7,
8,
9,
0,
1,
2,
3,
5,
6,
7,
8,
9,
10,
12,
... | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1... | [
78,
78
] | T9 | Human | Xenium | null |
[
0,
0,
0,
0,
0,
0,
0,
68.96551513671875,
0,
0,
0,
0,
0,
0,
68.96551513671875,
137.9310302734375,
0,
0,
0,
0,
0,
0,
0,
68.96551513671875,
68.96551513671875,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1931.034423828125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalcef-1 | [
"CCL21",
"TGFB3",
"PTGDS",
"FABP4",
"IFIT1",
"WWTR1",
"GNG11",
"OAS2",
"MRC1",
"UBE2J1",
"VIM",
"KDR",
"HLA-DRA",
"YAP1",
"PKM",
"ITGA3",
"STAT1",
"XBP1",
"COL3A1",
"WNT5A",
"KLRG1",
"ATF6",
"JCHAIN",
"ITGB1",
"SLC25A37",
"LUM",
"SPCS3",
"COL1A2",
"CTNNB1",
... | [
26,
8,
3,
6,
273,
1775,
1448,
657,
892,
1935,
772,
1308,
1192,
1884,
1907,
1016,
841,
1940,
1392,
981,
1714,
1936,
457,
1930,
1032,
154,
1001,
989,
1628,
1121,
1688,
454,
498,
833,
1668,
1363,
491,
1156,
717,
1253,
1599,
870,
364,
... | Lymphatic/DCs | VUILD107MF | VUILD107MF_aaaalcef-1 | 1,753.73 | 2,238.93 | Lung | Disease | [
0,
0,
2,
2,
10,
10
] | [
2,
10,
0,
10,
0,
2
] | [
1,
1,
1,
1,
1,
1
] | [
61,
61
] | T9 | Human | Xenium | null |
[
0,
0,
233.3333282470703,
0,
0,
33.33333206176758,
0,
33.33333206176758,
0,
0,
0,
0,
0,
33.33333206176758,
166.66665649414062,
0,
0,
0,
0,
33.33333206176758,
0,
0,
0,
0,
0,
0,
33.33333206176758,
0,
0,
0,
0,
0,
133.3333282470703,
0,
100,
0,
0,
... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaldlj-1 | [
"PTGDS",
"COL3A1",
"COL1A2",
"SPARCL1",
"CCN2",
"DCN",
"VIM",
"COL1A1",
"FABP4",
"HLA-DRA",
"CST3",
"ATF4",
"SOD2",
"CD44",
"PDGFRB",
"XBP1",
"CCL18",
"ITM2C",
"STAT1",
"SFRP2",
"ACTA2",
"LUM",
"CXCL14",
"CCL21",
"JCHAIN",
"ITGB1",
"HERPUD1",
"NFKB1",
"SELENOS... | [
26,
8,
3,
6,
1448,
457,
454,
1686,
284,
546,
1907,
453,
657,
841,
491,
153,
1668,
324,
1361,
1936,
269,
997,
1714,
1599,
41,
1121,
519,
273,
1001,
989,
820,
1253,
1579,
880,
1130,
1309,
893,
319,
629,
1422,
644,
717,
1362,
1505,
... | SMCs | VUILD107MF | VUILD107MF_aaaaldlj-1 | 1,755.87 | 2,173.51 | Lung | Disease | [
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
3,
3,
3,
3,
3,
3,
3,
3,
3,
3,
4,
4,
4,
4,
4,
4,
5,
5,
5,
5,
5,
5,
5,
5,
5,
6,
6,
6... | [
1,
2,
3,
5,
6,
7,
8,
9,
15,
17,
18,
21,
0,
2,
3,
5,
6,
7,
8,
9,
15,
17,
18,
21,
0,
1,
3,
5,
6,
7,
8,
9,
15,
17,
18,
21,
0,
1,
2,
5,
6,
7,
9,
15,
17,
21,
7,
11,
13,
16,
20,
23,
0,
1,
2,
3,
6,
9,
15,
... | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1... | [
82,
82
] | T9 | Human | Xenium | null |
[
0,
0,
77.51937866210938,
0,
0,
0,
0,
77.51937866210938,
0,
77.51937866210938,
0,
0,
0,
0,
0,
0,
0,
0,
0,
155.03875732421875,
0,
0,
0,
0,
0,
0,
155.03875732421875,
0,
0,
0,
0,
0,
155.03875732421875,
0,
77.51937866210938,
0,
0,
0,
0,
0,
0... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaldlh-1 | [
"PTGDS",
"COL3A1",
"MEG3",
"HLA-DRA",
"COL1A2",
"SFRP2",
"LUM",
"PDGFRA",
"CD52",
"CD28",
"CD4",
"BMPR2",
"CD3D",
"SPARCL1",
"CCL18",
"CD2",
"CD3E",
"AXL",
"CD69",
"MS4A7",
"DCN",
"FN1",
"LYZ",
"COL1A1",
"TRAC",
"SOD2",
"PLIN2",
"PDIA3",
"OAS2",
"CD247",
"... | [
26,
8,
3,
6,
1448,
457,
1156,
841,
454,
1599,
1121,
1360,
330,
312,
321,
200,
318,
1686,
269,
305,
319,
168,
335,
1198,
546,
717,
1130,
453,
1841,
1668,
1405,
1362,
1308,
308,
519,
833,
1688,
1628,
1386,
1648,
1303,
877,
956,
644,... | T-cells | VUILD107MF | VUILD107MF_aaaaldlh-1 | 1,748.56 | 2,177.18 | Lung | Disease | [
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
2,
3,
3,
3,
3,
3,
3,
3,
3,
5,
5,
5,
5,
5,
6,
6,
6,
6,
6,
6,
6,
6,
6,
6,
6,
7,
7,
7,
7,
7,
7,
7,
7,
8,
8... | [
1,
2,
3,
5,
6,
7,
8,
21,
23,
24,
46,
0,
2,
3,
5,
6,
7,
8,
21,
23,
24,
46,
0,
1,
3,
6,
7,
8,
21,
23,
0,
1,
2,
6,
7,
8,
21,
23,
0,
1,
6,
24,
46,
0,
1,
2,
3,
5,
7,
8,
21,
23,
24,
46,
0,
1,
2,
3,
6,
8,
... | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1... | [
55,
55
] | T2 | Human | Xenium | null |
[
0,
0,
135.1351318359375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
135.1351318359375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
135.1351318359375,
0,
0,
0,
0,
270.270263671875,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabipd-1 | [
"HLA-DRA",
"STAT1",
"UBE2J1",
"HIST1H1C",
"COL3A1",
"MS4A1",
"CD52",
"HLA-DQB1",
"RHOA",
"HERPUD1",
"CCN2",
"MS4A7",
"LCK",
"EHMT1",
"PTGDS",
"PTPRC",
"HLA-DQA1",
"STAT6",
"HIF1A",
"PKM",
"SMAD4",
"CCL18",
"ATF3",
"SEC11C",
"COL1A2",
"CST3",
"CXCL13",
"PDIA4",
... | [
26,
8,
3,
6,
841,
1714,
1884,
833,
457,
1193,
330,
839,
1505,
820,
284,
1198,
1068,
608,
1448,
1456,
838,
1719,
829,
1392,
1648,
269,
152,
1570,
454,
491,
518,
1363,
324,
339,
989,
1907,
41,
453
] | B cells | VUILD107MF | VUILD107MF_aaaabipd-1 | 1,568.84 | 2,028.75 | Lung | Disease | [
0,
1
] | [
1,
0
] | [
1,
1
] | [
34,
34
] | T2 | Human | Xenium | null |
[
0,
111.11111450195312,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
111.11111450195312,
0,
0,
111.11111450195312,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
111.11111450195312,
0,
0,
0,
333.3333435058594,
0,
0,
0,
0,
0,
0,
0,
0,
333.333... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaacen-1 | [
"GZMA",
"GZMK",
"CD3E",
"CD2",
"STAT1",
"CD44",
"CCL5",
"CXCR4",
"HLA-DRA",
"GPR183",
"CD52",
"CD27",
"HMGA1",
"ISG20",
"HSPA5",
"PTPRC",
"VIM",
"HERPUD1",
"ACKR1",
"CD3D",
"XBP1",
"CD3G",
"CD4",
"ITM2C",
"TCL1A",
"ITGB1",
"UQCRHL",
"TGFB1",
"CD69",
"CCL18",... | [
26,
8,
3,
6,
804,
807,
319,
305,
1714,
324,
281,
529,
841,
781,
330,
309,
844,
977,
870,
1456,
1907,
820,
39,
318,
1936,
320,
321,
997,
1760,
989,
1899,
1773,
335,
269,
833,
454,
1363,
1362,
1348,
1218,
312,
1841,
796,
177,
894,... | T-cells | VUILD107MF | VUILD107MF_aaaaacen-1 | 1,660.95 | 2,038.3 | Lung | Disease | [
0,
0,
1,
1,
5,
16,
16,
16
] | [
1,
16,
0,
16,
16,
0,
1,
5
] | [
1,
1,
1,
1,
1,
1,
1,
1
] | [
51,
51
] | T2 | Human | Xenium | null |
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
80,
0,
0,
0,
0,
0,
0,
0,
160,
0,
0,
0,
0,
0,
0,
0,
160,
0,
0,
0,
0,
0,
0,
80,
0,
0,
0,
0,
0,
0,
0,
0,
240,
0,
0,
0,
0,
320,
0,
0,
0,
0,
0,
0... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalech-1 | [
"COL3A1",
"COL1A2",
"SPARCL1",
"PDGFRB",
"STAT1",
"CD44",
"PDIA3",
"HLA-DRA",
"PLVAP",
"CD34",
"VIM",
"HYOU1",
"IFIT1",
"NUCB2",
"IFIT3",
"BMPR2",
"CCL21",
"DCN",
"ITGB1",
"FN1",
"EHMT1",
"SPCS3",
"HIF1A",
"HIST1H1C",
"LYZ",
"CD14",
"MEG3",
"GSR",
"SLC25A4",
... | [
26,
8,
3,
6,
457,
454,
1686,
1361,
1714,
324,
1362,
841,
1413,
314,
1907,
877,
892,
1300,
894,
200,
273,
546,
989,
717,
608,
1688,
829,
833,
1130,
297,
1156,
796,
1630,
772,
685,
820,
1668,
1001,
1775,
1027,
1363,
886,
1831,
629,
... | gCap | VUILD107MF | VUILD107MF_aaaalech-1 | 1,680.28 | 2,103.08 | Lung | Disease | [
0,
0,
0,
0,
0,
0,
0,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
3,
3,
3,
3,
3,
3,
4,
4,
4,
4,
4,
4,
9,
9,
9,
9,
9,
9,
10,
10,
10,
10,
10,
10,
10,
18,
18,
18,
18
] | [
1,
2,
3,
4,
9,
10,
18,
0,
2,
3,
4,
9,
10,
18,
0,
1,
3,
4,
9,
10,
18,
0,
1,
2,
4,
9,
10,
0,
1,
2,
3,
9,
10,
0,
1,
2,
3,
4,
10,
0,
1,
2,
3,
4,
9,
18,
0,
1,
2,
10
] | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1
] | [
50,
50
] | T12 | Human | Xenium | null |
[
0,
0,
0,
0,
0,
38.02281188964844,
0,
38.02281188964844,
0,
0,
0,
0,
0,
0,
114.06843566894531,
0,
0,
0,
38.02281188964844,
38.02281188964844,
38.02281188964844,
0,
0,
0,
38.02281188964844,
0,
0,
0,
0,
0,
0,
0,
228.13687133789062,
0,
0,
0,
0,
7... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalebj-1 | [
"PTGDS",
"MS4A7",
"HLA-DRA",
"CD44",
"FN1",
"CCL18",
"JCHAIN",
"XBP1",
"COL1A2",
"CST3",
"STAT1",
"CXCL14",
"LUM",
"LYZ",
"DCN",
"HERPUD1",
"CD68",
"HIF1A",
"IFIT3",
"ICAM1",
"HYOU1",
"PDIA6",
"HLA-DQB1",
"PDIA4",
"RNASE1",
"ERLEC1",
"ATF4",
"VIM",
"SFRP2",
... | [
26,
8,
3,
6,
1448,
1198,
841,
324,
717,
269,
1001,
1936,
454,
491,
1714,
519,
1121,
1130,
546,
820,
334,
829,
894,
880,
877,
1364,
839,
1363,
1511,
644,
153,
1907,
1599,
1624,
1370,
1362,
1648,
1668,
796,
629,
1709,
781,
297,
1701... | Macrophages | VUILD107MF | VUILD107MF_aaaalebj-1 | 1,753.89 | 2,100.1 | Lung | Disease | [
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
3,
3,
3,
3,
3,
3,
3,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4... | [
1,
2,
3,
4,
5,
6,
7,
8,
12,
14,
18,
19,
21,
24,
26,
27,
28,
0,
2,
3,
4,
5,
6,
7,
8,
12,
14,
18,
19,
21,
24,
26,
27,
28,
0,
1,
4,
6,
7,
12,
14,
18,
19,
21,
24,
27,
28,
0,
1,
4,
5,
8,
26,
27,
0,
1,
2,
3,
... | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1... | [
78,
78
] | T5 | Human | Xenium | null |
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
416.6666564941406,
0,
0,
138.88888549804688,
0,
0,
0,
0,
0,
0,
138.88888549804688,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabhpc-1 | [
"HLA-DRA",
"UBE2J1",
"HIST1H1C",
"ATF4",
"LCK",
"PCNA",
"PTPRC",
"HIF1A",
"TCL1A",
"HERPUD1",
"STAT1",
"LTB",
"TNFRSF13C",
"RHOA",
"HLA-DQB1",
"JCHAIN",
"MS4A1",
"CD52",
"PRDX4",
"SEC11C",
"SPARCL1",
"CD79A",
"SSR3",
"BCL2L11",
"HMGA1",
"PDIA4",
"PDIA6",
"PDIA3"... | [
26,
8,
3,
6,
841,
1884,
833,
153,
1068,
1348,
1456,
829,
1760,
820,
1714,
1118,
1820,
1505,
839,
1001,
1193,
330,
1431,
1570,
1686,
339,
1709,
188,
844,
1363,
1364,
1362,
1841,
498,
160,
621,
1907
] | B cells | VUILD107MF | VUILD107MF_aaaabhpc-1 | 1,530.66 | 2,181.56 | Lung | Disease | [
0,
0,
1,
6,
6,
15,
32,
32
] | [
6,
32,
15,
0,
32,
1,
0,
6
] | [
1,
1,
1,
1,
1,
1,
1,
1
] | [
33,
33
] | T2 | Human | Xenium | null |
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
180.18017578125,
0,
0,
90.090087890625,
0,
0,
0,
0,
180.18017578125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
180.18017578125,
0,
0,
90.090087890625,
0,
0,
0,
0... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabgbf-1 | [
"CXCL13",
"HLA-DRA",
"VIM",
"STAT1",
"EHMT1",
"CD19",
"SPARCL1",
"LTF",
"HAS2",
"BCL2",
"TRAC",
"COL3A1",
"UBE2J1",
"OAS2",
"HIF1A",
"IL4R",
"ATF4",
"RHOA",
"PDIA3",
"CD79A",
"PTPRC",
"HYOU1",
"HSPA5",
"PDIA4",
"PIM2",
"ITGAV",
"EPAS1",
"PKM",
"XBP1",
"HLA-D... | [
26,
8,
3,
6,
518,
841,
1907,
1714,
608,
300,
1686,
1120,
812,
185,
1841,
457,
1884,
1308,
829,
953,
153,
1505,
1362,
339,
1456,
877,
870,
1363,
1386,
987,
629,
1392,
1936,
838,
833,
1719,
319,
1820,
1104,
335,
344,
717,
305,
1068,... | T-cells | VUILD107MF | VUILD107MF_aaaabgbf-1 | 1,565.96 | 2,153.3 | Lung | Disease | [
0,
0,
1,
1,
2,
2
] | [
1,
2,
0,
2,
0,
1
] | [
1,
1,
1,
1,
1,
1
] | [
48,
48
] | T2 | Human | Xenium | null |
[
0,
0,
344.82757568359375,
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,
0,
0,
0,
0,
114.9425277709961,
0,
0,
0,
0,
0,
0,
0,
0,
0,
229.8850555419922,
0,
0,
0,
0,
0,
0,
0,
0... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabgel-1 | [
"HLA-DRA",
"PDIA3",
"PTPRC",
"TNFRSF13C",
"CXCL13",
"HLA-DQA1",
"CXCR4",
"LCK",
"CD19",
"HERPUD1",
"UBE2J1",
"BCL2L11",
"TOP1",
"HMGA1",
"PDIA4",
"CD79A",
"SEC11C",
"MS4A1",
"ACTA2",
"CCL18",
"CD86",
"TCL1A",
"NUTF2",
"RHOA",
"HLA-DQB1",
"MKI67",
"SPCS2",
"IFIT3... | [
26,
8,
3,
6,
841,
1362,
1456,
1820,
518,
838,
529,
1068,
300,
820,
1884,
188,
1831,
844,
1363,
339,
1570,
1193,
41,
269,
344,
1760,
1303,
1505,
839,
1169,
1687,
894,
1253,
1841,
1719,
498,
644,
1198,
330,
977,
1392,
892,
1714,
190... | Proliferating Lymphoid | VUILD107MF | VUILD107MF_aaaabgel-1 | 1,608.29 | 2,040.5 | Lung | Disease | [
0,
0,
2,
2,
17,
17
] | [
2,
17,
0,
17,
0,
2
] | [
1,
1,
1,
1,
1,
1
] | [
42,
42
] | T2 | Human | Xenium | null |
[
0,
0,
125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
125,
125,
0,
125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
125,
0,
0,
0,
0,
0,
0,
250,
0,
0,
0,
0,
125,
125,
0,
500,
125,
0,
0,
3... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabbpm-1 | [
"HLA-DRA",
"CD44",
"TNFRSF13C",
"STAT1",
"OAS2",
"CD27",
"PKM",
"TRAC",
"CXCR4",
"CTNNB1",
"CD79A",
"VIM",
"MS4A1",
"CCR7",
"PDIA6",
"PTGDS",
"HLA-DQA1",
"HIST1H1C",
"HIF1A",
"PTPRC",
"HERPUD1",
"PDIA3",
"CD3E",
"OAS3",
"PCNA",
"CXCL13",
"CD52",
"MFAP5",
"STAT... | [
26,
8,
3,
6,
841,
324,
1820,
1714,
1308,
309,
1392,
1841,
529,
498,
339,
1907,
1193,
296,
1364,
1448,
838,
833,
829,
1456,
820,
1362,
319,
1309,
1348,
518,
330,
1162,
1719,
1648,
1628,
1300,
1303,
530,
320,
608,
181,
1884,
187,
19... | B cells | VUILD107MF | VUILD107MF_aaaabbpm-1 | 1,675.76 | 2,171.23 | Lung | Disease | [
0,
7,
11,
11
] | [
11,
11,
0,
7
] | [
1,
1,
1,
1
] | [
46,
46
] | T2 | Human | Xenium | null |
[
0,
0,
79.36508178710938,
0,
0,
0,
0,
0,
0,
79.36508178710938,
0,
0,
0,
0,
79.36508178710938,
0,
0,
0,
0,
0,
79.36508178710938,
0,
79.36508178710938,
0,
79.36508178710938,
0,
79.36508178710938,
0,
0,
0,
0,
0,
79.36508178710938,
0,
79.36508178710938,... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaldmd-1 | [
"HLA-DRA",
"XBP1",
"COL1A2",
"COL3A1",
"DCN",
"JCHAIN",
"GPR183",
"SPARCL1",
"COL1A1",
"LUM",
"SFRP2",
"VIM",
"PTGDS",
"HLA-DQA1",
"IFIT3",
"STAT1",
"TNFRSF13C",
"CCR7",
"LYZ",
"LTB",
"TGFB1",
"IFIT1",
"PECAM1",
"HLA-DQB1",
"FKBP11",
"PIM2",
"CD44",
"SOD2",
"C... | [
26,
8,
3,
6,
841,
1936,
454,
457,
546,
1001,
781,
1686,
453,
1121,
1599,
1907,
1448,
838,
894,
1714,
1820,
296,
1130,
1118,
1773,
892,
1370,
839,
711,
1386,
324,
1668,
339,
1570,
844,
498,
273,
1456,
1431,
153,
269,
102,
177,
1362... | B cells | VUILD107MF | VUILD107MF_aaaaldmd-1 | 1,720.71 | 2,034.27 | Lung | Disease | [
0,
0,
0,
0,
0,
0,
0,
2,
2,
3,
3,
3,
3,
3,
3,
3,
5,
5,
5,
5,
5,
5,
5,
6,
6,
6,
6,
6,
6,
6,
7,
7,
7,
7,
7,
7,
7,
8,
8,
9,
9,
9,
9,
9,
9,
9,
10,
10,
10,
10,
10,
10,
10,
11,
11,
11,
11,
11,
11,
11,
11... | [
3,
5,
6,
7,
9,
10,
11,
8,
11,
0,
5,
6,
7,
9,
10,
11,
0,
3,
6,
7,
9,
10,
11,
0,
3,
5,
7,
9,
10,
11,
0,
3,
5,
6,
9,
10,
11,
2,
11,
0,
3,
5,
6,
7,
10,
11,
0,
3,
5,
6,
7,
9,
11,
0,
2,
3,
5,
6,
7,
8,
9... | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1
] | [
53,
53
] | T5 | Human | Xenium | null |
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
114.9425277709961,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
114.9425277709961,
0,
0,
0,
0,
114.9425277709961,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaleal-1 | [
"COL3A1",
"MEG3",
"COL1A2",
"PTGDS",
"DCN",
"SOD2",
"FN1",
"JCHAIN",
"XBP1",
"YAP1",
"STAT1",
"VEGFA",
"ITGAV",
"SLC25A37",
"CTNNB1",
"CD44",
"NUCB2",
"HIF1A",
"TNFRSF13C",
"HSPA5",
"CCN2",
"FAS",
"ATG7",
"FGF2",
"CST3",
"SPCS2",
"LPAR1",
"SFRP2",
"PDGFRB",
... | [
26,
8,
3,
6,
457,
1156,
454,
1448,
546,
1668,
717,
1001,
1936,
1940,
1714,
1905,
987,
1628,
498,
324,
1300,
829,
1820,
870,
284,
667,
155,
696,
491,
1687,
1104,
1599,
1361,
629,
330,
1133,
269,
339,
1907,
1121
] | Fibroblasts | VUILD107MF | VUILD107MF_aaaaleal-1 | 1,748.96 | 2,074.36 | Lung | Disease | [
0,
0,
0,
0,
0,
0,
0,
0,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
3,
3,
3,
3,
3,
3,
3,
4,
4,
4,
4,
4,
4,
4,
5,
5,
5,
5,
5,
5,
5,
6,
6,
6,
6,
6,
6,
6,
6,
7,
7,
7,
7,
7,
7,
7,
7,
8,
8,
8,
8,
8,
8,
8
] | [
1,
2,
3,
4,
5,
6,
7,
8,
0,
6,
7,
0,
3,
4,
5,
6,
7,
8,
0,
2,
4,
5,
6,
7,
8,
0,
2,
3,
5,
6,
7,
8,
0,
2,
3,
4,
6,
7,
8,
0,
1,
2,
3,
4,
5,
7,
8,
0,
1,
2,
3,
4,
5,
6,
8,
0,
2,
3,
4,
5,
6,
7
] | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1
] | [
36,
36
] | T9 | Human | Xenium | null |
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
111.11111450195312,
0,
0,
0,
0,
222.22222900390625,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
111.11111450195312,
0,
0,
0,
0,
111.11111450195312,
0,
0,
... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaleob-1 | [
"HLA-DRA",
"CXCR4",
"COL3A1",
"MS4A1",
"JCHAIN",
"TNFRSF13C",
"BANK1",
"HIF1A",
"HLA-DQA1",
"ISG20",
"LUM",
"SFRP2",
"NFKB1",
"CD44",
"HMGA1",
"SSR3",
"STAT1",
"RHOA",
"HIST1H1C",
"CD19",
"SPCS2",
"CD27",
"HERPUD1",
"FGF7",
"CD3G",
"LTB",
"CTNNB1",
"CXCL13",
"... | [
26,
8,
3,
6,
841,
529,
457,
1193,
1001,
1820,
177,
829,
838,
977,
1121,
1599,
1253,
324,
844,
1709,
1714,
1505,
833,
300,
1687,
309,
820,
697,
320,
1118,
498,
518,
608,
989,
644,
987,
570,
772,
1198,
1431,
1448,
781,
1068,
1456,
... | B cells | VUILD107MF | VUILD107MF_aaaaleob-1 | 1,752.26 | 2,009.05 | Lung | Disease | [
0,
0,
3,
3,
10,
10
] | [
3,
10,
0,
10,
0,
3
] | [
1,
1,
1,
1,
1,
1
] | [
49,
49
] | T2 | Human | Xenium | null |
[
0,
0,
1524.3902587890625,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
365.8536376953125,
0,
0,
0,
60.975608825683594,
182.92681884765625,
0,
0,
0,
60.975608825683594,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
60.975608825683594,
0,
0,
0,
0,
0,
... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaablic-1 | [
"SPARCL1",
"ACTA2",
"VIM",
"ATF4",
"FN1",
"EPAS1",
"ITM2C",
"PKM",
"RHOA",
"ITGB1",
"ITGAV",
"ITGA3",
"AXL",
"TPSAB1",
"YAP1",
"SSR3",
"SOD2",
"ZEB1",
"AXIN2",
"EGFR",
"NFKB1",
"FGF2",
"CRELD2",
"COL3A1",
"SCGB1A1",
"HERPUD1",
"SMAD4",
"HIF1A",
"HLA-DRA",
"S... | [
26,
8,
3,
6,
1686,
41,
1907,
153,
717,
629,
997,
1392,
1505,
989,
987,
981,
168,
1839,
1940,
1709,
1668,
1943,
167,
604,
1253,
696,
478,
457,
1560,
820,
1648,
829,
841,
1714,
1719,
1752,
284,
1773,
1361,
1775,
1889,
187,
1016,
100... | SMCs | VUILD107MF | VUILD107MF_aaaablic-1 | 1,516.63 | 2,499.36 | Lung | Disease | [
0,
0,
0,
0,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
3,
3,
3,
3,
3,
4,
4,
4,
4,
4,
4,
4,
4,
5,
5,
5,
6,
6,
6,
9,
9,
9,
9,
9,
9,
12,
12,
12,
12,
12
] | [
1,
2,
4,
9,
0,
2,
3,
4,
5,
6,
9,
12,
0,
1,
3,
4,
9,
12,
1,
2,
4,
9,
12,
0,
1,
2,
3,
5,
6,
9,
12,
1,
4,
6,
1,
4,
5,
0,
1,
2,
3,
4,
12,
1,
2,
3,
4,
9
] | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1
] | [
41,
41
] | T10 | Human | Xenium | null |
[
0,
0,
118.34319305419922,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
118.34319305419922,
0,
0,
59.17159652709961,
0,
59.17159652709961,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
59.17159652709961,
0,
0,
118.34319305419922,
0,
0,
0,
177.51478576... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabiab-1 | [
"COL3A1",
"COL1A2",
"HLA-DRA",
"CST3",
"PDGFRB",
"DCN",
"STAT1",
"RNASE1",
"EPAS1",
"XBP1",
"IFIT3",
"CD34",
"CD14",
"ITGB1",
"PPARG",
"SOD2",
"VIM",
"MEG3",
"SPARCL1",
"HIF1A",
"PECAM1",
"IFIT1",
"CCN2",
"MRC1",
"SPCS3",
"CD44",
"CD68",
"YAP1",
"PTGDS",
"AT... | [
26,
8,
3,
6,
457,
454,
841,
491,
1361,
546,
1714,
1511,
629,
1936,
894,
314,
297,
989,
1422,
1668,
1907,
1156,
1686,
829,
1370,
892,
284,
1192,
1688,
324,
334,
1940,
1448,
153,
1348,
321,
453,
1121,
1579,
1362,
657,
681,
1392,
141... | Fibroblasts | VUILD107MF | VUILD107MF_aaaabiab-1 | 1,517.38 | 2,272.16 | Lung | Disease | [
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
3,
3,
3,
6,
6,
6,
6,
6,
6,
7,
7,
7,
7,
7,
7,
13,
13,
13,
16,
16,
16,
16,
16,
16,
16,
16,
16,
32,
32,
32,
33,
33,
33,
33,
33,
33
] | [
1,
2,
3,
6,
7,
13,
16,
32,
33,
0,
2,
3,
6,
7,
16,
33,
0,
1,
6,
7,
16,
33,
0,
1,
16,
0,
1,
2,
7,
16,
33,
0,
1,
2,
6,
16,
33,
0,
16,
32,
0,
1,
2,
3,
6,
7,
13,
32,
33,
0,
13,
16,
0,
1,
2,
6,
7,
16
] | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1
] | [
70,
70
] | T5 | Human | Xenium | null |
[
0,
0,
0,
0,
0,
32.67973709106445,
0,
65.3594741821289,
32.67973709106445,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
32.67973709106445,
0,
0,
0,
0,
196.07843017578125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabmji-1 | [
"SFRP2",
"PTGDS",
"DCN",
"SFRP4",
"COL1A2",
"RHOA",
"SPARCL1",
"LUM",
"VIM",
"HLA-DRA",
"CCN2",
"COL3A1",
"CST3",
"TGFB3",
"IFIT1",
"ITGAV",
"JCHAIN",
"MGST1",
"SCGB1A1",
"IFIT3",
"MS4A7",
"PDGFRB",
"RSPO3",
"XBP1",
"PECAM1",
"AKR1C1",
"FCGR3A",
"SPCS2",
"PRDX... | [
26,
8,
3,
6,
1599,
1448,
546,
1600,
454,
1505,
1686,
1121,
1907,
841,
284,
457,
491,
1775,
892,
987,
1001,
1164,
1560,
894,
1198,
1361,
1529,
1936,
1370,
80,
681,
1687,
1431,
453,
1303,
519,
833,
314,
1681,
1668,
1362,
675,
820,
6... | Venous | VUILD107MF | VUILD107MF_aaaabmji-1 | 1,519.1 | 2,352.31 | Lung | Disease | [
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
3,
3,
3,
3,
3,
3,
3,
3,
3,
3,
3,
3,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
5,
5,
5,
5,
5,
5... | [
1,
2,
3,
4,
5,
6,
7,
8,
9,
10,
14,
16,
0,
2,
3,
4,
5,
6,
7,
8,
9,
10,
14,
16,
0,
1,
3,
4,
5,
6,
7,
8,
9,
10,
16,
0,
1,
2,
4,
5,
6,
7,
8,
9,
10,
14,
16,
0,
1,
2,
3,
5,
6,
7,
8,
9,
10,
16,
0,
1,
2,
... | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1... | [
63,
63
] | T9 | Human | Xenium | null |
[
0,
0,
1272.727294921875,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
272.7272644042969,
0,
0,
0,
0,
90.90908813476562,
0,
0,
0,
0,
0,
0,
90.90908813476562,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
363.6363525390625,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaablfh-1 | [
"SPARCL1",
"ACTA2",
"EPAS1",
"FN1",
"CCN2",
"YAP1",
"CTNNB1",
"VIM",
"ATF4",
"SELENOS",
"SOD2",
"PDIA3",
"SMAD4",
"ITGB1",
"CD44",
"HLA-DRA",
"SSR3",
"COL1A2",
"FGF2",
"HMGA1",
"COL3A1",
"CST3",
"RHOA",
"ITM2C",
"DCN",
"DDIT3",
"FKBP11",
"HYOU1",
"PKM",
"TOP... | [
26,
8,
3,
6,
1686,
41,
629,
717,
284,
1940,
498,
1907,
153,
1579,
1668,
1362,
1648,
989,
324,
841,
1709,
454,
696,
844,
457,
491,
1505,
997,
546,
549,
711,
877,
1392,
1831,
200,
168,
1599
] | SMCs | VUILD107MF | VUILD107MF_aaaablfh-1 | 1,524.99 | 2,456.85 | Lung | Disease | [
0,
0,
0,
0,
0,
0,
0,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
3,
3,
3,
3,
3,
3,
3,
4,
4,
4,
4,
5,
5,
5,
6,
6,
6,
6,
6,
7,
7,
7,
7,
7,
7,
7
] | [
1,
2,
3,
4,
5,
6,
7,
0,
2,
3,
4,
6,
7,
0,
1,
3,
6,
7,
0,
1,
2,
4,
5,
6,
7,
0,
1,
3,
7,
0,
3,
7,
0,
1,
2,
3,
7,
0,
1,
2,
3,
4,
5,
6
] | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1
] | [
33,
33
] | T10 | Human | Xenium | null |
[
0,
0,
1133.333251953125,
0,
0,
0,
0,
66.66666412353516,
0,
0,
0,
0,
0,
66.66666412353516,
66.66666412353516,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
200,
0,
0,
0,
0,
0,
0,
133.3333282470703,
0,
0,
0,
133.3333282470703,
0,
0,
0,
0,
0,
0,
... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabmle-1 | [
"SPARCL1",
"ACTA2",
"COL3A1",
"SNAI2",
"VIM",
"EPAS1",
"FN1",
"SELENOS",
"BMPR2",
"COL1A1",
"CCL2",
"LGR6",
"PTGDS",
"CTNNB1",
"YAP1",
"CST3",
"CCN2",
"CSPG4",
"MYDGF",
"COL1A2",
"HIF1A",
"SFRP2",
"ITGB1",
"IDH1",
"MS4A7",
"CXCL14",
"HSPA5",
"STAT6",
"SEC11C",... | [
26,
8,
3,
6,
1686,
41,
457,
1658,
1907,
629,
717,
1579,
200,
453,
271,
1088,
1448,
498,
1940,
491,
284,
489,
1221,
454,
829,
1599,
989,
886,
1198,
519,
870,
1719,
1570,
1709,
1560,
841,
1253,
310,
314,
1714,
324,
1775,
1899,
666,
... | SMCs | VUILD107MF | VUILD107MF_aaaabmle-1 | 1,524.41 | 2,412.12 | Lung | Disease | [
0,
0,
0,
0,
0,
0,
0,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
3,
3,
3,
3,
3,
4,
4,
4,
4,
4,
4,
4,
4,
6,
6,
6,
6,
7,
7,
7,
7,
9,
9,
9,
9,
9,
9,
9,
21,
21,
21,
21,
21
] | [
1,
2,
3,
4,
6,
9,
21,
0,
2,
3,
4,
6,
7,
9,
21,
0,
1,
4,
6,
7,
9,
0,
1,
4,
9,
21,
0,
1,
2,
3,
6,
7,
9,
21,
0,
1,
2,
4,
1,
2,
4,
9,
0,
1,
2,
3,
4,
7,
21,
0,
1,
3,
4,
9
] | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1
] | [
53,
53
] | T10 | Human | Xenium | null |
[
0,
0,
1256.2813720703125,
0,
0,
0,
0,
0,
0,
50.25125503540039,
0,
0,
0,
0,
201.00502014160156,
50.25125503540039,
50.25125503540039,
0,
0,
150.75376892089844,
0,
0,
0,
50.25125503540039,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
50.25125503540039,
0,
0,
... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabmoa-1 | [
"SPARCL1",
"ACTA2",
"HLA-DRA",
"ITM2C",
"EPAS1",
"CTNNB1",
"COL1A2",
"VIM",
"STAT6",
"ATF4",
"SFRP2",
"YAP1",
"CST3",
"PDGFRB",
"HIF1A",
"SOD2",
"PKM",
"AXL",
"CD68",
"SELENOS",
"FN1",
"IFIT2",
"RHOA",
"LUM",
"COL1A1",
"BCL2L1",
"ATF6",
"PDIA3",
"HLA-DQB1",
... | [
26,
8,
3,
6,
1686,
41,
841,
997,
629,
498,
454,
1907,
1719,
153,
1599,
1940,
491,
1361,
829,
1668,
1392,
168,
334,
1579,
717,
893,
1505,
1121,
453,
187,
154,
1362,
839,
833,
1630,
102,
405,
450,
457,
1560,
489,
1016,
546,
1303,
... | Fibroblasts | VUILD107MF | VUILD107MF_aaaabmoa-1 | 1,535.68 | 2,423.65 | Lung | Disease | [
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
3,
3,
3,
3,
3,
3,
3,
4,
4,
4,
4,
4,
4,
4,
5,
5,
5,
5,
5,
5,
5,
7,
7,
7,
7,
7,
7,
7,
7,
7... | [
1,
2,
3,
4,
5,
7,
8,
9,
10,
11,
12,
13,
16,
23,
0,
2,
3,
4,
5,
7,
8,
9,
10,
11,
12,
13,
16,
23,
0,
1,
7,
11,
16,
23,
0,
1,
4,
5,
7,
10,
13,
0,
1,
3,
5,
7,
10,
13,
0,
1,
3,
4,
7,
10,
13,
0,
1,
2,
3,
... | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1... | [
67,
67
] | T10 | Human | Xenium | null |
[
0,
0,
1448.27587890625,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
137.9310302734375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
68.96551513671875,
0,
137.9310302734375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
68.96551513671875,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabljc-1 | [
"SPARCL1",
"ACTA2",
"VIM",
"SOD2",
"RHOA",
"EPAS1",
"CTNNB1",
"FGF2",
"WWTR1",
"COL3A1",
"HIST1H1C",
"STAT6",
"BMPR2",
"PDIA3",
"NUTF2",
"FN1",
"ITM2C",
"ATF4",
"ITGB1",
"YAP1",
"SPCS2",
"KDR",
"SMAD4",
"COL15A1",
"COL1A2",
"ITGAV",
"ITGA3",
"CST3",
"LGR6",
... | [
26,
8,
3,
6,
1686,
41,
1907,
1668,
1505,
629,
498,
696,
1935,
457,
833,
1719,
200,
1362,
1303,
717,
997,
153,
989,
1940,
1687,
1016,
1648,
450,
454,
987,
981,
491,
1088,
519,
877,
829,
1361,
796,
772,
284,
1943,
188,
1889,
1599,
... | SMCs | VUILD107MF | VUILD107MF_aaaabljc-1 | 1,532.87 | 2,486.34 | Lung | Disease | [
0,
0,
0,
0,
0,
0,
0,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
3,
3,
3,
4,
4,
4,
4,
4,
5,
5,
5,
5,
5,
7,
7,
8,
8,
8,
8,
8
] | [
1,
2,
3,
4,
5,
7,
8,
0,
2,
3,
4,
5,
8,
0,
1,
3,
4,
5,
7,
8,
0,
1,
2,
0,
1,
2,
5,
8,
0,
1,
2,
4,
8,
0,
2,
0,
1,
2,
4,
5
] | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1
] | [
41,
41
] | T10 | Human | Xenium | null |
[
0,
0,
1759.25927734375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
92.59259033203125,
0,
0,
92.59259033203125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
277.77777099609375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabmoe-1 | [
"SPARCL1",
"ACTA2",
"EPAS1",
"COL1A2",
"SOD2",
"CTNNB1",
"FN1",
"CCN2",
"COL3A1",
"HIST1H1C",
"HIF1A",
"IFIT1",
"STAT1",
"PDIA4",
"CST3",
"ITGB1",
"VIM",
"SSR3",
"SCGB1A1",
"FKBP11",
"SMAD4",
"COL4A3",
"LMAN1",
"CD68",
"CSPG4",
"HYOU1",
"LGALS1",
"XBP1",
"PDGF... | [
26,
8,
3,
6,
1686,
41,
629,
454,
1668,
498,
717,
284,
457,
833,
829,
892,
1714,
1363,
491,
989,
1907,
1709,
1560,
711,
1648,
458,
1097,
334,
489,
877,
1080,
1936,
1361,
644,
1431,
894,
1940,
152,
155,
1628,
1884,
1505,
1599,
453
] | Fibroblasts | VUILD107MF | VUILD107MF_aaaabmoe-1 | 1,533.55 | 2,437.35 | Lung | Disease | [
0,
0,
0,
0,
0,
1,
1,
1,
1,
1,
3,
3,
3,
5,
5,
5,
6,
6,
6,
16,
16,
16
] | [
1,
3,
5,
6,
16,
0,
3,
5,
6,
16,
0,
1,
5,
0,
1,
3,
0,
1,
16,
0,
1,
6
] | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1
] | [
40,
40
] | T10 | Human | Xenium | null |
[
0,
0,
44.44444274902344,
0,
0,
133.3333282470703,
0,
0,
0,
0,
0,
0,
0,
0,
88.88888549804688,
44.44444274902344,
44.44444274902344,
0,
0,
0,
44.44444274902344,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
44.44444274902344,
0,
0,
0,
... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabmnc-1 | [
"SFRP2",
"DCN",
"COL1A2",
"LYZ",
"PTGDS",
"SPARCL1",
"HLA-DRA",
"HIF1A",
"CST3",
"TGFB3",
"CD44",
"HERPUD1",
"COL3A1",
"MKI67",
"VIM",
"LUM",
"CDK1",
"MS4A7",
"COL15A1",
"SFRP4",
"CD69",
"NUCB2",
"AIF1",
"STAT1",
"CXCL13",
"CD4",
"COL1A1",
"ATF4",
"CD14",
"C... | [
26,
8,
3,
6,
1599,
546,
454,
1130,
1448,
1686,
841,
829,
491,
1775,
324,
820,
457,
1169,
1907,
1121,
364,
1198,
450,
1600,
335,
1300,
73,
1714,
518,
321,
453,
153,
297,
389,
334,
839,
1456,
1362,
495,
681,
1370,
877,
1361,
1348,
... | Proliferating Myeloid | VUILD107MF | VUILD107MF_aaaabmnc-1 | 1,542.11 | 2,382.19 | Lung | Disease | [
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
3,
3,
3,
3,
3,
3,
3,
3,
3,
3,
3,
3,
3,
3,
3,
3,
4,
4,
4,
4,
4,
5... | [
1,
2,
3,
4,
5,
7,
8,
9,
10,
11,
14,
15,
19,
21,
22,
26,
0,
2,
3,
5,
7,
8,
9,
10,
11,
14,
15,
21,
26,
0,
1,
3,
5,
7,
8,
9,
10,
11,
14,
15,
21,
26,
0,
1,
2,
4,
5,
7,
8,
9,
10,
11,
14,
15,
19,
21,
22,
26,
... | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1... | [
72,
72
] | T5 | Human | Xenium | null |
[
0,
0,
18.76172637939453,
0,
0,
18.76172637939453,
0,
75.04690551757812,
37.52345275878906,
37.52345275878906,
0,
0,
0,
0,
75.04690551757812,
0,
0,
0,
0,
18.76172637939453,
18.76172637939453,
0,
0,
0,
0,
0,
0,
0,
18.76172637939453,
0,
0,
0,
0,
37.5234... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabhjo-1 | [
"SFRP2",
"PTGDS",
"COL3A1",
"COL1A2",
"DCN",
"SOD2",
"CST3",
"VIM",
"SFRP4",
"CD44",
"LUM",
"RHOA",
"HLA-DRA",
"XBP1",
"CTNNB1",
"MEG3",
"NUCB2",
"TGFB3",
"RSPO3",
"JCHAIN",
"MGST1",
"TGFB1",
"ATF4",
"AKR1C1",
"STAT1",
"FGF7",
"SPARCL1",
"RNASE1",
"COL1A1",
... | [
26,
8,
3,
6,
1599,
1448,
457,
454,
546,
1668,
491,
1907,
1600,
324,
1121,
1505,
841,
1936,
498,
1156,
1300,
1775,
1529,
1001,
1164,
1773,
153,
80,
1714,
697,
1686,
1511,
453,
838,
334,
893,
314,
894,
1935,
1943,
1364,
458,
666,
81... | Adventitial FBs | VUILD107MF | VUILD107MF_aaaabhjo-1 | 1,536.15 | 2,295.53 | Lung | Disease | [
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
3,
3,
3,
3,
3... | [
1,
2,
3,
4,
5,
6,
7,
8,
10,
11,
14,
16,
17,
19,
21,
22,
26,
27,
28,
30,
32,
49,
0,
2,
3,
4,
5,
6,
7,
8,
10,
14,
17,
19,
21,
22,
26,
28,
30,
0,
1,
3,
4,
5,
6,
7,
8,
10,
11,
16,
17,
19,
21,
22,
26,
28,
30,
... | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1... | [
113,
113
] | T9 | Human | Xenium | null |
[
0,
0,
107.5268783569336,
0,
0,
0,
0,
0,
35.84229278564453,
0,
0,
0,
0,
0,
71.68458557128906,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
35.84229278564453,
0,
0,
0,
430.1075134277344,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabmnm-1 | [
"SFRP2",
"DCN",
"SFRP4",
"CCN2",
"COL1A2",
"LUM",
"PTGDS",
"SPARCL1",
"CTNNB1",
"VIM",
"COL3A1",
"HERPUD1",
"FN1",
"PDGFRB",
"HLA-DRA",
"ITGAV",
"PKM",
"PDIA3",
"FAS",
"XBP1",
"CTHRC1",
"FGF7",
"HSPA5",
"SPCS2",
"GZMA",
"PRDX4",
"MEG3",
"ATF4",
"ACTA2",
"COL... | [
26,
8,
3,
6,
1599,
546,
1600,
284,
454,
1121,
1448,
1686,
498,
1907,
457,
820,
717,
1361,
841,
987,
1392,
1362,
667,
1936,
495,
697,
870,
1687,
804,
1431,
1156,
153,
41,
453,
334,
1563,
1658,
1505,
458,
1300,
666,
1309,
324,
1234,... | Adventitial FBs | VUILD107MF | VUILD107MF_aaaabmnm-1 | 1,546.85 | 2,410.73 | Lung | Disease | [
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
3,
3,
3,
3,
3,
3,
3,
3,
3,
4,
4,
4,
4,
4,
4,
4,
4,
4,
5,
5,
5,
5,
5,
5,
5,
5,
5,
5,
5... | [
1,
2,
3,
4,
5,
6,
7,
9,
10,
11,
12,
28,
29,
0,
2,
3,
4,
5,
7,
9,
12,
28,
29,
0,
1,
3,
4,
5,
6,
7,
9,
11,
12,
28,
29,
0,
1,
2,
4,
5,
7,
9,
11,
28,
0,
1,
2,
3,
5,
9,
11,
12,
29,
0,
1,
2,
3,
4,
6,
7,
... | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1... | [
59,
59
] | T9 | Human | Xenium | null |
[
0,
0,
1422.9249267578125,
0,
0,
0,
0,
39.525691986083984,
0,
0,
0,
0,
0,
0,
158.10276794433594,
0,
0,
0,
39.525691986083984,
158.10276794433594,
0,
0,
0,
118.57707214355469,
0,
0,
79.05138397216797,
0,
0,
0,
0,
0,
0,
0,
0,
0,
39.525691986083984... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaablje-1 | [
"SPARCL1",
"ACTA2",
"VIM",
"YAP1",
"FN1",
"COL3A1",
"CTNNB1",
"COL1A2",
"EPAS1",
"PDIA4",
"ITGA3",
"RHOA",
"ATF4",
"AXL",
"SOD2",
"CCN2",
"HLA-DRA",
"BCL2L1",
"NUCB2",
"SPCS2",
"ZEB1",
"PDIA3",
"HIF1A",
"HSPA5",
"SLC25A4",
"BMPR2",
"DCN",
"KRT8",
"ITGB1",
"P... | [
26,
8,
3,
6,
1686,
41,
1907,
1940,
717,
457,
498,
454,
629,
1363,
981,
1505,
153,
168,
1668,
284,
841,
187,
1300,
1687,
1943,
1362,
829,
870,
1630,
200,
546,
1051,
989,
1361,
1709,
1935,
1080,
491,
820,
1889,
1930,
450,
877,
324,
... | SMCs | VUILD107MF | VUILD107MF_aaaablje-1 | 1,544.02 | 2,494.83 | Lung | Disease | [
0,
0,
0,
0,
0,
1,
1,
1,
1,
1,
2,
2,
2,
2,
3,
4,
4,
4,
4,
4,
5,
5,
5,
5,
7,
7,
7,
7
] | [
1,
2,
4,
5,
7,
0,
2,
4,
5,
7,
0,
1,
3,
4,
2,
0,
1,
2,
5,
7,
0,
1,
4,
7,
0,
1,
4,
5
] | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1
] | [
63,
63
] | T10 | Human | Xenium | null |
[
0,
0,
789.4736938476562,
0,
0,
0,
0,
87.71929931640625,
0,
0,
0,
0,
0,
0,
87.71929931640625,
0,
0,
0,
0,
43.859649658203125,
0,
0,
0,
0,
0,
43.859649658203125,
0,
0,
43.859649658203125,
0,
0,
0,
0,
43.859649658203125,
0,
0,
0,
438.59649658203... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaablil-1 | [
"SPARCL1",
"CCN2",
"HLA-DRA",
"ACTA2",
"COL1A2",
"SFRP2",
"EPAS1",
"VIM",
"DCN",
"FN1",
"PTGDS",
"PDIA3",
"LUM",
"HIST1H1C",
"SOD2",
"FGF7",
"STAT1",
"PDGFRB",
"ITGB1",
"CST3",
"STAT6",
"COL3A1",
"CPA3",
"SMAD4",
"CSPG4",
"YAP1",
"ZEB1",
"ITGA3",
"NUTF2",
"A... | [
26,
8,
3,
6,
1686,
284,
841,
41,
454,
1599,
629,
1907,
546,
717,
1448,
1362,
1121,
833,
1668,
697,
1714,
1361,
989,
491,
1719,
457,
471,
1648,
489,
1940,
1943,
981,
1303,
80,
153,
997,
498,
666,
1386,
1392,
330,
839,
1360,
608,
... | SMCs | VUILD107MF | VUILD107MF_aaaablil-1 | 1,551.03 | 2,462.43 | Lung | Disease | [
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
2,
3,
3,
3,
3,
3,
3,
3,
3,
3,
3,
3,
3,
3,
3,
4,
4,
4,
4,
4,
5,
5,
5,
5,
5,
5,
5,
5,
5,
5,
5... | [
1,
2,
3,
4,
5,
6,
7,
9,
10,
11,
12,
16,
17,
18,
0,
2,
3,
5,
6,
7,
9,
10,
12,
16,
17,
18,
0,
1,
3,
5,
6,
7,
12,
18,
0,
1,
2,
4,
5,
6,
7,
9,
10,
11,
12,
16,
17,
18,
0,
3,
5,
7,
11,
0,
1,
2,
3,
4,
6,
7... | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1... | [
70,
70
] | T10 | Human | Xenium | null |
[
0,
0,
61.349693298339844,
0,
0,
0,
0,
61.349693298339844,
61.349693298339844,
0,
0,
0,
0,
0,
122.69938659667969,
0,
0,
0,
0,
61.349693298339844,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
674.8466186523438,
0,
0,
0,
0,
0,
... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabmni-1 | [
"COL1A2",
"PTGDS",
"CCN2",
"DCN",
"SFRP2",
"SOD2",
"COL3A1",
"SPARCL1",
"LUM",
"MEG3",
"FAS",
"PDIA3",
"VIM",
"CST3",
"TBXA2R",
"ZEB1",
"ATF4",
"COL1A1",
"STAT1",
"MYDGF",
"SOX4",
"OAS3",
"CD52",
"CD86",
"SFRP4",
"PDGFRA",
"SCGB1A1",
"COL15A1",
"YAP1",
"PDIA... | [
26,
8,
3,
6,
454,
1448,
284,
546,
1599,
1668,
457,
1686,
1121,
1156,
667,
1362,
1907,
491,
1752,
1943,
153,
453,
1714,
1221,
1681,
1309,
330,
344,
1600,
1360,
1560,
450,
1940,
1363,
838,
1364,
629,
570,
471,
1505,
168,
1775,
1935,
... | Fibroblasts | VUILD107MF | VUILD107MF_aaaabmni-1 | 1,554.3 | 2,398.01 | Lung | Disease | [
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
2,
3,
3,
3,
3,
3,
3,
3,
3,
3,
4,
4,
4,
4,
4,
4,
4,
4,
5,
5,
5,
5,
5,
7,
7,
7,
7,
7,
7,
7,
8,
8,
8,
8,
8,
8,
8... | [
1,
2,
3,
4,
5,
7,
8,
10,
11,
12,
0,
2,
3,
4,
5,
7,
8,
10,
11,
12,
0,
1,
3,
4,
7,
8,
10,
12,
0,
1,
2,
4,
5,
7,
8,
11,
12,
0,
1,
2,
3,
7,
8,
10,
12,
0,
1,
3,
8,
11,
0,
1,
2,
3,
4,
8,
12,
0,
1,
2,
3,... | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1... | [
45,
45
] | T9 | Human | Xenium | null |
[
0,
0,
380.62286376953125,
34.60207748413086,
0,
0,
0,
103.80622863769531,
0,
0,
0,
0,
0,
0,
138.40830993652344,
0,
0,
0,
0,
0,
0,
0,
0,
34.60207748413086,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
34.60207748413086,
34.60207748413086,
0,
276.816619873046... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabmod-1 | [
"SFRP2",
"VIM",
"SPARCL1",
"COL1A2",
"CCN2",
"PTGDS",
"DCN",
"ACTA2",
"CST3",
"ATF4",
"IFIT3",
"PDGFRA",
"LUM",
"COL3A1",
"PDGFRB",
"AKR1C1",
"HSPA5",
"HLA-DRA",
"LMAN1",
"SPCS2",
"ITGB1",
"CD44",
"SSR3",
"STAT1",
"RHOA",
"SFRP4",
"TGFB3",
"SOD2",
"NUCB2",
"... | [
26,
8,
3,
6,
1599,
1907,
1686,
454,
284,
1448,
546,
41,
491,
153,
894,
1360,
1121,
457,
1361,
80,
870,
841,
1097,
1687,
989,
324,
1709,
1714,
1505,
1600,
1775,
1668,
1300,
987,
1133,
880,
820,
1164,
717,
608,
1630,
1603,
1001,
997... | Alveolar FBs | VUILD107MF | VUILD107MF_aaaabmod-1 | 1,565.23 | 2,441.22 | Lung | Disease | [
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
2,
3,
3,
3,
3,
3,
4,
4,
4,
4,
4,
5,
5,
7,
7,
7,
7,
7,
10,
10,
10,
12,
12,
12,
12,
12,
12,
13,
13,
13,
13,
13,
25... | [
1,
2,
3,
4,
5,
7,
10,
12,
13,
34,
0,
2,
3,
4,
5,
7,
10,
12,
13,
25,
34,
0,
1,
3,
4,
7,
12,
13,
34,
0,
1,
2,
4,
7,
0,
1,
2,
3,
7,
0,
1,
0,
1,
2,
3,
4,
0,
1,
12,
0,
1,
2,
10,
13,
34,
0,
1,
2,
12,
34,
... | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1... | [
69,
69
] | T4 | Human | Xenium | null |
[
0,
0,
313.4796447753906,
0,
0,
31.347963333129883,
0,
0,
0,
0,
0,
0,
0,
0,
94.04389190673828,
0,
0,
0,
31.347963333129883,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
909.0909423828125,
0,
31.347963333129883,
0,
31.347963333... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabljh-1 | [
"CCN2",
"DCN",
"COL1A2",
"SPARCL1",
"SFRP2",
"HLA-DRA",
"PTGDS",
"RHOA",
"MEG3",
"VIM",
"COL3A1",
"SOD2",
"ACTA2",
"HIF1A",
"LUM",
"PDGFRA",
"CST3",
"YAP1",
"SELENOS",
"SFRP4",
"ATF4",
"PI16",
"SPCS3",
"PDIA4",
"IDH1",
"MGST1",
"CD44",
"EGFR",
"PKM",
"DNAJB9... | [
26,
8,
3,
6,
284,
546,
454,
1686,
1599,
841,
1448,
1505,
1156,
1907,
457,
1668,
41,
829,
1121,
1360,
491,
1940,
1579,
1600,
153,
1379,
1688,
1363,
886,
1164,
324,
604,
1392,
570,
1511,
833,
1198,
717,
1364,
519,
1431,
1361,
1886,
... | Adventitial FBs | VUILD107MF | VUILD107MF_aaaabljh-1 | 1,558.74 | 2,489.11 | Lung | Disease | [
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
3,
3,
3,
3,
3,
3,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
6,
6,
6,
6,
6,
6,
6... | [
1,
2,
3,
4,
6,
7,
8,
9,
11,
14,
15,
33,
40,
0,
2,
3,
4,
7,
9,
14,
17,
19,
40,
0,
1,
3,
4,
6,
7,
8,
9,
11,
14,
15,
17,
19,
33,
40,
0,
1,
2,
4,
9,
14,
0,
1,
2,
3,
6,
8,
9,
11,
14,
15,
17,
19,
33,
0,
2,
... | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1... | [
84,
84
] | T9 | Human | Xenium | null |
[
0,
0,
773.4806518554688,
0,
0,
55.248619079589844,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
110.49723815917969,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
165.745849609375,
0,
0,
0,
55.248619079589844,
0,
0,
0,
0,
0,
... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabmmj-1 | [
"HLA-DRA",
"SFRP2",
"ACTA2",
"COL3A1",
"HIF1A",
"FCGR3A",
"CST3",
"COL1A2",
"SPARCL1",
"VIM",
"CTNNB1",
"YAP1",
"FN1",
"PTGDS",
"DCN",
"HLA-DQA1",
"CCN2",
"RNASE1",
"SFRP4",
"IFIT1",
"IFIT3",
"AXL",
"COL15A1",
"MS4A7",
"FGF7",
"HIST1H1C",
"PDIA6",
"ITGA3",
"SP... | [
26,
8,
3,
6,
841,
1599,
41,
457,
829,
681,
491,
454,
1686,
1907,
498,
1940,
717,
1448,
546,
838,
284,
1511,
1600,
892,
894,
168,
450,
1198,
697,
833,
1364,
981,
1701,
1630,
297,
1714,
344,
839,
319,
796,
324,
1905,
629,
1360,
67... | SMCs | VUILD107MF | VUILD107MF_aaaabmmj-1 | 1,564.34 | 2,342.38 | Lung | Disease | [
0,
0,
0,
0,
0,
0,
0,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
3,
3,
3,
3,
3,
4,
4,
6,
6,
6,
6,
6,
9,
9,
9,
9,
9,
9,
9,
9,
12,
12,
12,
12,
17,
17,
17,
17
] | [
1,
2,
3,
6,
9,
12,
17,
0,
2,
3,
4,
6,
9,
0,
1,
3,
6,
9,
12,
17,
0,
1,
2,
6,
9,
1,
9,
0,
1,
2,
3,
9,
0,
1,
2,
3,
4,
6,
12,
17,
0,
2,
9,
17,
0,
2,
9,
12
] | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1
] | [
61,
61
] | T9 | Human | Xenium | null |
[
0,
0,
476.19049072265625,
0,
0,
0,
0,
158.73016357421875,
0,
79.36508178710938,
0,
0,
0,
0,
238.09524536132812,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
79.36508178710938,
0,
79.36508178710938,
0,
0,
0,
0,
0,
0,
0,... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabmmf-1 | [
"CPA3",
"SFRP2",
"UBE2J1",
"PTGDS",
"CD44",
"COL1A2",
"SPARCL1",
"VIM",
"COL3A1",
"ACTA2",
"TPSAB1",
"ATF4",
"SFRP4",
"TGFB3",
"SOD2",
"CD69",
"AKR1C1",
"YAP1",
"COL1A1",
"CCL21",
"LEF1",
"XBP1",
"IFIT1",
"IFIT2",
"CCL5",
"IFIT3",
"PLIN2",
"FGF7",
"PDGFRA",
... | [
26,
8,
3,
6,
471,
1599,
1884,
1448,
324,
454,
1686,
1907,
457,
41,
1839,
153,
1600,
1775,
1668,
335,
80,
1940,
453,
273,
1074,
1936,
892,
893,
281,
894,
1405,
697,
1360,
1164,
1253,
1899,
495,
1529,
1505,
102,
1019,
717,
1043,
112... | SMCs | VUILD107MF | VUILD107MF_aaaabmmf-1 | 1,571.81 | 2,328.4 | Lung | Disease | [
0,
0,
1,
1,
1,
7,
7,
7,
12,
12
] | [
1,
7,
0,
7,
12,
0,
1,
12,
1,
7
] | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1
] | [
44,
44
] | T9 | Human | Xenium | null |
[
0,
0,
13.60544204711914,
0,
0,
0,
0,
0,
27.21088409423828,
0,
0,
0,
0,
0,
136.05441284179688,
0,
0,
0,
0,
0,
0,
0,
27.21088409423828,
0,
13.60544204711914,
13.60544204711914,
13.60544204711914,
0,
0,
0,
0,
0,
27.21088409423828,
0,
244.89794921875,
... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabhjn-1 | [
"PTGDS",
"SFRP2",
"DCN",
"COL1A2",
"JCHAIN",
"SPARCL1",
"XBP1",
"CCL21",
"LUM",
"COL3A1",
"SOD2",
"VIM",
"ATF4",
"PDGFRB",
"HERPUD1",
"COL15A1",
"COL1A1",
"SFRP4",
"RSPO3",
"FN1",
"PDIA3",
"CST3",
"CD79A",
"HYOU1",
"ZEB1",
"ITGAV",
"GNG11",
"RHOA",
"IFIT1",
... | [
26,
8,
3,
6,
1448,
1599,
546,
454,
1001,
1686,
1936,
273,
1121,
457,
1668,
1907,
153,
1361,
820,
450,
453,
1600,
1529,
717,
1362,
491,
339,
877,
1943,
987,
772,
1505,
892,
1884,
989,
629,
1137,
314,
324,
1648,
1867,
841,
1300,
894... | Plasma | VUILD107MF | VUILD107MF_aaaabhjn-1 | 1,577.16 | 2,285.43 | Lung | Disease | [
0,
0,
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,
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,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2... | [
1,
2,
3,
4,
5,
6,
7,
8,
9,
10,
11,
12,
13,
14,
15,
16,
17,
19,
20,
22,
23,
26,
28,
31,
35,
36,
0,
2,
3,
4,
5,
6,
7,
8,
9,
10,
11,
12,
13,
14,
15,
16,
17,
19,
20,
22,
23,
26,
28,
31,
35,
36,
0,
1,
3,
4,
5,... | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1... | [
117,
117
] | T1 | Human | Xenium | null |
[
0,
0,
1690.140869140625,
0,
0,
70.42253875732422,
0,
0,
0,
0,
0,
0,
0,
0,
70.42253875732422,
0,
0,
0,
0,
70.42253875732422,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
70.42253875732422,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabmmm-1 | [
"ACTA2",
"SPARCL1",
"CTNNB1",
"SFRP2",
"EPAS1",
"DCN",
"VIM",
"FN1",
"LUM",
"ITGAV",
"PDGFRB",
"HIST1H1C",
"HLA-DRA",
"STAT6",
"CST3",
"COL1A2",
"COL3A1",
"STAT1",
"HSPA5",
"HLA-DQB1",
"SOD2",
"IFIT2",
"FCGR3A",
"LMAN1",
"CCN2",
"EHMT1",
"ATF4",
"MRC1",
"ITGB1... | [
26,
8,
3,
6,
41,
1686,
498,
1599,
629,
546,
1907,
717,
1121,
987,
1361,
833,
841,
1719,
491,
454,
457,
1714,
870,
839,
1668,
893,
681,
1097,
284,
608,
153,
1192,
989,
73,
1635,
644,
1362,
549,
1658,
820,
1889,
168,
324,
1001,
16... | SMCs | VUILD107MF | VUILD107MF_aaaabmmm-1 | 1,580.15 | 2,353.93 | Lung | Disease | [
0,
0,
0,
0,
0,
0,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
3,
3,
3,
3,
3,
4,
4,
6,
6,
6,
6,
6,
6,
7,
7,
7,
7,
7
] | [
1,
2,
3,
4,
6,
7,
0,
2,
3,
6,
7,
0,
1,
3,
6,
7,
0,
1,
2,
6,
7,
0,
6,
0,
1,
2,
3,
4,
7,
0,
1,
2,
3,
6
] | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1
] | [
43,
43
] | T10 | Human | Xenium | null |
[
0,
0,
394.7368469238281,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
65.78947448730469,
0,
0,
0,
0,
0,
0,
0,
0,
65.78947448730469,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
65.78947448730469,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabmna-1 | [
"SPARCL1",
"SFRP2",
"LUM",
"SNAI2",
"DCN",
"VIM",
"HLA-DRA",
"ACTA2",
"HIST1H1C",
"PTGDS",
"FGF7",
"TGFB3",
"COL1A2",
"CPA3",
"STAT1",
"RHOA",
"XBP1",
"CXCR4",
"CXCL14",
"PDIA4",
"HIF1A",
"PI16",
"EPAS1",
"ERLEC1",
"SMAD4",
"PDIA3",
"CD68",
"CD69",
"MS4A7",
... | [
26,
8,
3,
6,
1686,
1599,
1121,
1658,
546,
1907,
841,
41,
833,
1448,
697,
1775,
454,
471,
1714,
1505,
1936,
529,
519,
1363,
829,
1379,
629,
644,
1648,
1362,
334,
335,
1198,
1392,
1560,
450,
1361,
457,
1309,
1259,
1456,
491,
717,
15... | not available | VUILD107MF | VUILD107MF_aaaabmna-1 | 1,570.26 | 2,372.84 | Lung | Disease | [
0,
0,
0,
0,
1,
1,
1,
1,
1,
2,
2,
2,
4,
4,
5,
5,
5,
5,
5,
7,
7,
7
] | [
1,
2,
5,
7,
0,
2,
4,
5,
7,
0,
1,
5,
1,
5,
0,
1,
2,
4,
7,
0,
1,
5
] | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1
] | [
63,
63
] | Human | Xenium | null | |
[
0,
0,
1576.0870361328125,
0,
0,
54.34782791137695,
0,
0,
0,
0,
0,
0,
0,
54.34782791137695,
108.6956558227539,
0,
54.34782791137695,
0,
0,
0,
0,
0,
0,
0,
0,
0,
108.6956558227539,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
54.34782791137... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabmnn-1 | [
"ACTA2",
"SPARCL1",
"ITM2C",
"EPAS1",
"FN1",
"VIM",
"COL3A1",
"CST3",
"RHOA",
"MS4A7",
"CTNNB1",
"LYZ",
"PDGFRB",
"YAP1",
"SLC25A4",
"ITGB1",
"CD4",
"SOD2",
"CD68",
"HLA-DRA",
"EHMT1",
"PKM",
"NUTF2",
"FGF2",
"ITGAV",
"BMPR2",
"ZEB1",
"XBP1",
"ATF4",
"ATF3",... | [
26,
8,
3,
6,
41,
1686,
997,
629,
717,
1907,
457,
491,
1505,
1198,
498,
1130,
1361,
1940,
1630,
989,
321,
1668,
334,
841,
608,
1392,
1303,
696,
987,
200,
1943,
1936,
153,
152,
833,
1097,
1362,
1599,
1156,
1687,
1688,
1899,
155,
838... | SMCs | VUILD107MF | VUILD107MF_aaaabmnn-1 | 1,584.09 | 2,408.7 | Lung | Disease | [
0,
0,
0,
0,
0,
1,
1,
4,
4,
4,
4,
5,
5,
5,
5,
5,
5,
7,
14,
14,
14,
15,
15,
15
] | [
1,
4,
5,
14,
15,
0,
5,
0,
5,
14,
15,
0,
1,
4,
7,
14,
15,
5,
0,
4,
5,
0,
4,
5
] | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1
] | [
60,
60
] | T10 | Human | Xenium | null |
[
0,
0,
1224.4898681640625,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
136.05442810058594,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
136.05442810058594,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabmmh-1 | [
"SPARCL1",
"ACTA2",
"PTGDS",
"COL1A2",
"CPA3",
"TPSAB1",
"VIM",
"RHOA",
"IFIT1",
"ITGB1",
"GSR",
"FN1",
"DCN",
"SOD2",
"ITGAE",
"CREB3L4",
"BMPR2",
"YAP1",
"EPAS1",
"SPCS3",
"ATF4",
"PDGFRB",
"IDH1",
"SNAI2",
"SMAD4",
"STAT1",
"STAT6",
"SCG2",
"XBP1",
"COL3A... | [
26,
8,
3,
6,
1686,
41,
1448,
454,
471,
1839,
1907,
1505,
892,
989,
796,
717,
546,
1668,
985,
477,
200,
1940,
629,
1688,
153,
1361,
886,
1658,
1648,
1714,
1719,
1557,
1936,
457,
1355,
1080,
833,
498,
829,
1431,
1886,
1405,
570,
981... | Fibroblasts | VUILD107MF | VUILD107MF_aaaabmmh-1 | 1,582.74 | 2,333.37 | Lung | Disease | [
0,
0,
0,
0,
1,
1,
1,
1,
6,
6,
6,
6,
7,
7,
7,
7,
11,
11,
11,
11
] | [
1,
6,
7,
11,
0,
6,
7,
11,
0,
1,
7,
11,
0,
1,
6,
11,
0,
1,
6,
7
] | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1
] | [
46,
46
] | T10 | Human | Xenium | null |
[
0,
0,
1949.685546875,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
62.89308166503906,
0,
0,
0,
62.89308166503906,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
188.6792449951172,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaablio-1 | [
"ACTA2",
"SPARCL1",
"YAP1",
"PTGDS",
"WWTR1",
"CTNNB1",
"DCN",
"SFRP2",
"XBP1",
"HSPA5",
"CCN2",
"VIM",
"FN1",
"COL1A2",
"HIF1A",
"SPP1",
"CST3",
"HIST1H1C",
"PDIA4",
"EPAS1",
"IFIT1",
"IFIT3",
"LGR6",
"PDIA6",
"ITGB1",
"HAVCR2",
"SFRP4",
"BCL2L1",
"COL1A1",
... | [
26,
8,
3,
6,
41,
1686,
1940,
1448,
1935,
498,
546,
1599,
1936,
870,
284,
1907,
717,
454,
829,
1699,
491,
833,
1363,
629,
892,
894,
1088,
1364,
989,
813,
1600,
187,
453,
781,
1630,
334,
489,
604,
1687,
1303,
987,
1348,
1899,
1560,
... | SMCs | VUILD107MF | VUILD107MF_aaaablio-1 | 1,593.76 | 2,446 | Lung | Disease | [
0,
0,
0,
0,
0,
0,
1,
1,
1,
1,
3,
3,
3,
3,
5,
5,
7,
7,
7,
7,
11,
11,
11,
11,
12,
12
] | [
1,
3,
5,
7,
11,
12,
0,
3,
7,
11,
0,
1,
7,
11,
0,
12,
0,
1,
3,
11,
0,
1,
3,
7,
0,
5
] | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1
] | [
51,
51
] | T10 | Human | Xenium | null |
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
67.56756591796875,
0,
0,
67.56756591796875,
0,
0,
0,
0,
0,
0,
67.56756591796875,
337.83782958984375,
0,
0,
67.56756591796875,
0,
0,
0,
135.1351318359375,
0,
0,
... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabljf-1 | [
"SFRP2",
"DCN",
"PTGDS",
"HLA-DRA",
"CCL21",
"COL1A2",
"SPARCL1",
"VIM",
"RHOA",
"SFRP4",
"LUM",
"SCGB1A1",
"TGFB1",
"COL3A1",
"CD14",
"CD34",
"FGF7",
"CST3",
"MYDGF",
"BCL2L1",
"CCN2",
"COL15A1",
"FN1",
"CCL2",
"BMPR2",
"HERPUD1",
"IFIT2",
"XBP1",
"EREG",
"... | [
26,
8,
3,
6,
1599,
546,
1448,
841,
273,
454,
1686,
1907,
1505,
1600,
1121,
1560,
1773,
457,
297,
314,
697,
491,
1221,
187,
284,
450,
717,
271,
200,
820,
893,
1936,
642,
657,
666,
1831,
1940,
1668,
1658,
519,
1529,
629,
453,
1511,
... | Adventitial FBs | VUILD107MF | VUILD107MF_aaaabljf-1 | 1,585.23 | 2,493.31 | Lung | Disease | [
0,
0,
0,
0,
0,
1,
1,
1,
1,
2,
2,
2,
2,
2,
7,
7,
7,
7,
7,
9,
9,
9,
9,
10,
10,
10
] | [
1,
2,
7,
9,
10,
0,
2,
7,
9,
0,
1,
7,
9,
10,
0,
1,
2,
9,
10,
0,
1,
2,
7,
0,
2,
7
] | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1
] | [
43,
43
] | T9 | Human | Xenium | null |
[
0,
0,
0,
0,
0,
31.347963333129883,
0,
62.695926666259766,
0,
0,
0,
0,
0,
0,
219.4357452392578,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
31.347963333129883,
0,
0,
0,
0,
0,
0,
62.695926666259766,
1536.0501708984375,
0,
62.695926666259766,
0,
0,
0,
... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabhjk-1 | [
"CCL21",
"PECAM1",
"PTGDS",
"GNG11",
"VIM",
"SFRP2",
"ATF4",
"SOD2",
"DCN",
"RHOA",
"FABP4",
"SPARCL1",
"HLA-DRA",
"IFIT2",
"COL1A2",
"JCHAIN",
"CTNNB1",
"YAP1",
"STAT1",
"OAS2",
"FGF7",
"FN1",
"IFIT1",
"UBE2J1",
"LUM",
"PPARG",
"PDIA3",
"COL3A1",
"CTHRC1",
... | [
26,
8,
3,
6,
273,
1370,
1448,
772,
1907,
1599,
153,
1668,
546,
1505,
657,
1686,
841,
893,
454,
1001,
498,
1940,
1714,
1308,
697,
717,
892,
1884,
1121,
1422,
1362,
457,
495,
281,
422,
1943,
271,
1192,
1016,
80,
989,
1471,
1137,
113... | Lymphatic/DCs | VUILD107MF | VUILD107MF_aaaabhjk-1 | 1,576.66 | 2,262.27 | Lung | Disease | [
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
2,
3,
3,
3,
3,
3,
3,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
5,
5,
5,
5,
5,
5,
5,
5,
5,
5,
5,
6,
6,
6... | [
1,
2,
3,
4,
5,
6,
7,
8,
9,
10,
11,
14,
15,
21,
24,
0,
2,
4,
8,
11,
24,
0,
1,
4,
5,
8,
11,
15,
24,
0,
4,
5,
6,
9,
10,
0,
1,
2,
3,
5,
6,
7,
8,
9,
10,
11,
14,
15,
21,
24,
0,
2,
3,
4,
6,
7,
9,
10,
14,
1... | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1... | [
84,
84
] | T9 | Human | Xenium | null |
[
0,
0,
67.11409759521484,
0,
0,
0,
0,
67.11409759521484,
67.11409759521484,
67.11409759521484,
0,
0,
0,
0,
134.2281951904297,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
469.7986755371094,
0,
0,
0,
0,
0,
0,
... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabljd-1 | [
"SFRP2",
"COL1A2",
"DCN",
"CCN2",
"COL3A1",
"HLA-DRA",
"PTGDS",
"SFRP4",
"PDIA3",
"SCGB1A1",
"SOD2",
"CXCL14",
"SPARCL1",
"VIM",
"CST3",
"RHOA",
"ATF4",
"COL15A1",
"SPCS2",
"FN1",
"LUM",
"SSR3",
"FCGR3A",
"NFKB1",
"HIST1H1C",
"SOX4",
"EPAS1",
"SNAI2",
"HERPUD1... | [
26,
8,
3,
6,
1599,
454,
546,
284,
457,
841,
1448,
1600,
1362,
1560,
1668,
519,
1686,
1907,
491,
1505,
153,
450,
1687,
717,
1121,
1709,
681,
1253,
833,
1681,
629,
1658,
820,
1529,
1198,
1303,
80,
892,
1361,
986,
1889,
81,
989,
102,... | Fibroblasts | VUILD107MF | VUILD107MF_aaaabljd-1 | 1,595.57 | 2,487.76 | Lung | Disease | [
0,
0,
0,
0,
0,
0,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
3,
3,
3,
3,
3,
7,
7,
7,
7,
7,
13,
13,
13,
13,
13,
13,
20,
20,
20
] | [
1,
2,
3,
7,
13,
20,
0,
2,
3,
7,
13,
20,
0,
1,
3,
7,
13,
0,
1,
2,
7,
13,
0,
1,
2,
3,
13,
0,
1,
2,
3,
7,
20,
0,
1,
13
] | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1
] | [
47,
47
] | T9 | Human | Xenium | null |
[
0,
0,
2173.9130859375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
108.6956558227539,
0,
0,
0,
108.6956558227539,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
434.7826232910156,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabmml-1 | [
"ACTA2",
"EPAS1",
"SPARCL1",
"CCN2",
"CTNNB1",
"VIM",
"FN1",
"STAT6",
"NUCB2",
"SLC25A4",
"COL1A2",
"ITGB1",
"IFIT1",
"NUTF2",
"TGFB3",
"BCL2L1",
"HLA-DQA1",
"STAT1",
"GPR183",
"COL15A1",
"IFIT3",
"FAS",
"PDIA3",
"AXL",
"ITGA3",
"RHOA",
"EHMT1",
"PTGDS",
"YAP1... | [
26,
8,
3,
6,
41,
629,
1686,
284,
498,
1907,
717,
1719,
1300,
1630,
454,
989,
892,
1303,
1775,
187,
838,
1714,
781,
450,
894,
667,
1362,
168,
981,
1505,
608,
1448,
1940,
967,
453,
1001
] | SMCs | VUILD107MF | VUILD107MF_aaaabmml-1 | 1,599.44 | 2,340.35 | Lung | Disease | [
0,
0,
0,
1,
1,
2,
2,
5,
5,
5
] | [
1,
2,
5,
0,
5,
0,
5,
0,
1,
2
] | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1
] | [
32,
32
] | T10 | Human | Xenium | null |
[
0,
0,
1724.137939453125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
86.20689392089844,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
258.62066650390625,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabmmn-1 | [
"SPARCL1",
"ACTA2",
"EPAS1",
"CTNNB1",
"SNAI2",
"VIM",
"SELENOS",
"COL1A2",
"CCN2",
"ITGB1",
"HIF1A",
"SOD2",
"IFIT1",
"NUTF2",
"STAT1",
"PKM",
"ZEB1",
"SLC25A4",
"SPCS2",
"CD44",
"COL3A1",
"DDIT3",
"DCN",
"FGF2",
"FN1",
"GNG11",
"HERPUD1",
"HIST1H1C",
"HSPA5"... | [
26,
8,
3,
6,
1686,
41,
629,
498,
1658,
1907,
1579,
454,
284,
989,
829,
1668,
892,
1303,
1714,
1392,
1943,
1630,
1687,
324,
457,
549,
546,
696,
717,
772,
820,
833,
870,
877,
1940,
1505,
1773,
997,
153,
1886,
1604,
453
] | Fibroblasts | VUILD107MF | VUILD107MF_aaaabmmn-1 | 1,595.25 | 2,350.15 | Lung | Disease | [
0,
0,
1,
1,
1,
1,
1,
2,
2,
2,
2,
3,
3,
3,
3,
5,
5,
5,
5,
5,
8,
8,
8,
8
] | [
1,
5,
0,
2,
3,
5,
8,
1,
3,
5,
8,
1,
2,
5,
8,
0,
1,
2,
3,
8,
1,
2,
3,
5
] | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1
] | [
38,
38
] | T10 | Human | Xenium | null |
[
0,
0,
111.11111450195312,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
111.11111450195312,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
111.11111450195312,
0,
0,
333.3333435058594,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaablip-1 | [
"PTGDS",
"SFRP2",
"DCN",
"COL15A1",
"CST3",
"CCN2",
"COL1A2",
"LUM",
"VIM",
"SPARCL1",
"SFRP4",
"MEG3",
"FGF7",
"FGF2",
"HIF1A",
"PLIN2",
"HLA-DQA1",
"CCL21",
"SOD2",
"HLA-DRA",
"GNG11",
"CD68",
"GZMK",
"COL3A1",
"MS4A7",
"VEGFA",
"PECAM1",
"ATF4",
"WWTR1",
... | [
26,
8,
3,
6,
1448,
1599,
546,
450,
491,
284,
454,
1121,
1907,
1686,
1600,
1156,
697,
696,
829,
1405,
838,
273,
1668,
841,
772,
334,
807,
457,
1198,
1905,
1370,
153,
1935,
496,
495,
41,
1511,
717
] | Fibroblasts | VUILD107MF | VUILD107MF_aaaablip-1 | 1,600.21 | 2,469.28 | Lung | Disease | [
0,
0,
1,
1,
1,
1,
2,
2,
2,
2,
7,
7,
7,
8,
8,
8,
8,
10
] | [
1,
2,
0,
2,
7,
8,
0,
1,
7,
8,
1,
2,
8,
1,
2,
7,
10,
8
] | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1
] | [
34,
34
] | T9 | Human | Xenium | null |
[
0,
0,
1788.0794677734375,
0,
0,
0,
0,
66.22516632080078,
0,
0,
0,
0,
0,
0,
165.5629119873047,
0,
0,
0,
0,
66.22516632080078,
0,
0,
0,
0,
33.11258316040039,
0,
33.11258316040039,
0,
0,
0,
0,
0,
0,
0,
33.11258316040039,
0,
0,
331.1258239746094,... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabfie-1 | [
"SPARCL1",
"ACTA2",
"VIM",
"CTNNB1",
"CCN2",
"ITM2C",
"CST3",
"FN1",
"ITGB1",
"EPAS1",
"ATF4",
"COL3A1",
"RHOA",
"ZEB1",
"YAP1",
"PDIA3",
"IFIT3",
"HIST1H1C",
"PLIN2",
"HIF1A",
"SOD2",
"AXL",
"COL1A2",
"ITGAV",
"AKR1C1",
"CSPG4",
"COL1A1",
"EGFR",
"CD14",
"S... | [
26,
8,
3,
6,
1686,
41,
1907,
498,
284,
997,
491,
717,
989,
629,
153,
457,
1505,
1943,
1940,
1362,
894,
833,
1405,
829,
1668,
168,
454,
987,
80,
489,
453,
604,
297,
1628,
1714,
772,
1630,
1648,
841,
1688,
1001,
1719,
886,
273,
13... | SMCs | VUILD107MF | VUILD107MF_aaaabfie-1 | 1,612.28 | 2,362.59 | Lung | Disease | [
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
3,
3,
3,
3,
3,
3,
4,
4,
4,
4,
4,
4,
4,
4,
5,
5,
5,
5,
5,
7,
7,
7,
7,
7,
7,
7,
7,
7,
8... | [
1,
2,
3,
4,
5,
7,
8,
9,
10,
11,
16,
0,
2,
3,
4,
5,
7,
8,
9,
10,
11,
12,
16,
0,
1,
3,
4,
5,
7,
8,
9,
10,
11,
12,
16,
0,
1,
2,
4,
8,
9,
0,
1,
2,
3,
7,
8,
11,
16,
0,
1,
2,
7,
10,
0,
1,
2,
4,
5,
8,
10... | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1... | [
58,
58
] | T10 | Human | Xenium | null |
[
0,
0,
44.54343032836914,
0,
0,
22.27171516418457,
0,
66.81514739990234,
44.54343032836914,
0,
0,
0,
0,
0,
22.27171516418457,
0,
0,
0,
0,
0,
22.27171516418457,
0,
0,
0,
0,
22.27171516418457,
22.27171516418457,
0,
0,
0,
0,
0,
0,
0,
556.7929077148438,... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabfgk-1 | [
"PTGDS",
"SFRP2",
"CCL21",
"COL3A1",
"DCN",
"COL1A2",
"RHOA",
"SPARCL1",
"LUM",
"VIM",
"GNG11",
"SOD2",
"FN1",
"COL1A1",
"CD34",
"FABP4",
"CST3",
"HLA-DRA",
"TGFB3",
"PDGFRB",
"CD44",
"PLIN2",
"AKR1C1",
"NFKB1",
"TGFB1",
"NUCB2",
"PKM",
"SPCS3",
"DIRAS3",
"M... | [
26,
8,
3,
6,
1448,
1599,
273,
457,
546,
454,
1505,
1686,
1121,
1907,
772,
1668,
717,
453,
314,
657,
491,
841,
1775,
1361,
324,
1405,
80,
1253,
1773,
1300,
1392,
1688,
560,
1218,
1362,
1363,
1370,
1719,
697,
1943,
1940,
1104,
81,
1... | Fibroblasts | VUILD107MF | VUILD107MF_aaaabfgk-1 | 1,604.23 | 2,279.65 | Lung | Disease | [
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
3,
3,
3,
3,
3,
3,
3,
3,
3,
3,
3,
3,
3,
3,
3,
3,
4... | [
1,
2,
3,
4,
5,
6,
7,
8,
9,
10,
11,
12,
13,
14,
15,
18,
20,
0,
2,
3,
4,
5,
6,
7,
8,
9,
10,
11,
12,
13,
14,
15,
18,
20,
0,
1,
3,
4,
5,
6,
7,
8,
9,
10,
12,
13,
15,
0,
1,
2,
4,
5,
6,
7,
8,
9,
11,
12,
13,
... | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1... | [
98,
98
] | T9 | Human | Xenium | null |
[
0,
0,
2227.979248046875,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
259.0673522949219,
0,
0,
0,
51.813472747802734,
0,
0,
0,
0,
51.813472747802734,
0,
0,
103.62694549560547,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1191.7098388671875,
0,
0,
0,
0,
0,
0... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabfih-1 | [
"CCN2",
"ACTA2",
"SPARCL1",
"CTNNB1",
"ATF4",
"COL3A1",
"FN1",
"VIM",
"EPAS1",
"YAP1",
"ITGA3",
"RHOA",
"SOD2",
"BMPR2",
"CST3",
"NFKB1",
"XBP1",
"ITGB1",
"JCHAIN",
"PLIN2",
"KDR",
"IFIT3",
"SNAI2",
"SMAD4",
"SLC2A1",
"SELENOS",
"COL15A1",
"COL1A2",
"HSPA5",
... | [
26,
8,
3,
6,
284,
41,
1686,
498,
153,
457,
717,
1907,
629,
1940,
981,
1505,
1668,
200,
491,
1253,
1936,
989,
1001,
1405,
1016,
894,
1658,
1648,
1635,
1579,
450,
454,
870,
829,
489,
820,
1300,
1361,
604,
1714,
1392,
1943,
1773,
177... | SMCs | VUILD107MF | VUILD107MF_aaaabfih-1 | 1,617.38 | 2,420.65 | Lung | Disease | [
0,
0,
0,
0,
0,
0,
0,
0,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
2,
4,
4,
4,
4,
4,
5,
5,
5,
6,
6,
6,
7,
7,
7,
7,
7,
7,
8,
8,
8,
8,
8,
11,
11,
11,
11
] | [
1,
2,
4,
5,
6,
7,
8,
11,
0,
2,
4,
5,
6,
7,
8,
11,
0,
1,
4,
5,
6,
7,
8,
11,
0,
1,
2,
7,
8,
0,
1,
2,
0,
1,
2,
0,
1,
2,
4,
8,
11,
0,
1,
2,
4,
7,
0,
1,
2,
7
] | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1
] | [
44,
44
] | T10 | Human | Xenium | null |
[
0,
0,
1838.2352294921875,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
220.58822631835938,
0,
0,
0,
0,
0,
0,
0,
0,
0,
73.52941131591797,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
73.52941131591797,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabfhd-1 | [
"SPARCL1",
"ACTA2",
"ITM2C",
"CTNNB1",
"STAT1",
"YAP1",
"COL1A2",
"EPAS1",
"SNAI2",
"ATF4",
"VIM",
"SLC25A4",
"FN1",
"GCLM",
"LGR6",
"SOD2",
"ITGA3",
"SMAD4",
"COL3A1",
"SLC25A37",
"COL15A1",
"SPCS3",
"DNAJB9",
"RHOA",
"ITGB1",
"CXCR4",
"ELN",
"FAS",
"OAS3",
... | [
26,
8,
3,
6,
1686,
41,
997,
498,
1714,
1940,
454,
629,
1658,
153,
1907,
1630,
717,
754,
1088,
1668,
981,
1648,
457,
1628,
450,
1688,
570,
1505,
989,
529,
618,
667,
1309,
1080,
892,
1016,
987,
489,
284,
1943,
1775,
1936,
188,
1831,... | SMCs | VUILD107MF | VUILD107MF_aaaabfhd-1 | 1,623.91 | 2,319.34 | Lung | Disease | [
0,
0,
0,
1,
1,
1,
1,
1,
3,
3,
7,
7,
10,
10,
10,
40,
40,
40
] | [
1,
10,
40,
0,
3,
7,
10,
40,
1,
7,
1,
3,
0,
1,
40,
0,
1,
10
] | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1
] | [
41,
41
] | T10 | Human | Xenium | null |
[
0,
0,
29.940120697021484,
0,
0,
29.940120697021484,
0,
59.88024139404297,
0,
0,
0,
0,
0,
29.940120697021484,
59.88024139404297,
29.940120697021484,
0,
0,
29.940120697021484,
29.940120697021484,
0,
0,
0,
0,
0,
29.940120697021484,
29.940120697021484,
0,
0,
0,
... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabfgj-1 | [
"CCN2",
"PTGDS",
"COL3A1",
"COL1A2",
"DCN",
"CCL21",
"SFRP2",
"MEG3",
"LUM",
"SPARCL1",
"PDGFRA",
"FN1",
"COL1A1",
"SPRY2",
"ERLEC1",
"VIM",
"SPCS2",
"PLIN2",
"SOD2",
"FGF7",
"PDIA3",
"COL15A1",
"SMAD4",
"PDIA4",
"SSR3",
"SNAI2",
"GSR",
"WWTR1",
"ATF4",
"AKR... | [
26,
8,
3,
6,
284,
1448,
457,
454,
546,
273,
1599,
1156,
1121,
1686,
1360,
717,
453,
1701,
644,
1907,
1687,
1405,
1668,
697,
1362,
450,
1648,
1363,
1709,
1658,
796,
1935,
153,
80,
833,
1348,
1560,
491,
1570,
1579,
877,
886,
498,
89... | not available | VUILD107MF | VUILD107MF_aaaabfgj-1 | 1,628.65 | 2,270.98 | Lung | Disease | [
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
3,
3,
3,
3,
3,
3,
3,
3,
3,
3,
3,
3,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
5... | [
1,
2,
3,
4,
5,
6,
7,
8,
9,
11,
12,
13,
15,
0,
2,
3,
4,
5,
6,
7,
8,
9,
11,
12,
13,
15,
0,
1,
3,
4,
5,
6,
7,
8,
9,
11,
12,
13,
15,
0,
1,
2,
4,
5,
6,
7,
8,
11,
12,
13,
15,
0,
1,
2,
3,
5,
6,
7,
8,
11,
... | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1... | [
79,
79
] | Human | Xenium | null | |
[
0,
0,
81.08108520507812,
0,
0,
0,
0,
81.08108520507812,
54.054054260253906,
54.054054260253906,
27.027027130126953,
0,
0,
0,
108.10810852050781,
0,
0,
0,
0,
0,
0,
27.027027130126953,
0,
0,
27.027027130126953,
0,
0,
0,
0,
0,
0,
0,
0,
0,
756.75677490... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabfjc-1 | [
"SFRP2",
"CCL21",
"CCN2",
"PTGDS",
"DCN",
"COL1A2",
"LUM",
"RHOA",
"IFIT1",
"FGF7",
"SPARCL1",
"VIM",
"CD34",
"GNG11",
"COL3A1",
"SOD2",
"ATF4",
"XBP1",
"FABP4",
"YAP1",
"MEG3",
"NUCB2",
"HERPUD1",
"IFIT3",
"OAS2",
"SCGB1A1",
"PDIA3",
"AKR1C1",
"CST3",
"SPCS... | [
26,
8,
3,
6,
1599,
273,
284,
1448,
546,
454,
1121,
1505,
892,
697,
1686,
1907,
314,
772,
457,
1668,
153,
1936,
657,
1940,
1156,
1300,
820,
894,
1308,
1560,
1362,
80,
491,
1688,
1884,
1714,
989,
644,
1709,
1361,
1658,
838,
870,
498... | Fibroblasts | VUILD107MF | VUILD107MF_aaaabfjc-1 | 1,620.91 | 2,483.83 | Lung | Disease | [
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
2,
3,
3,
3,
3,
3,
3,
3,
3,
3,
3,
4,
4,
4,
4,
4,
4,
4,
4,
4,
5,
5,
5,
5,
5,
6,
6,
6,
6,
6,
6,
6,
6,
6,
6,
6,
7,
7... | [
1,
2,
3,
4,
5,
6,
7,
9,
11,
20,
24,
0,
3,
4,
5,
6,
7,
11,
25,
0,
3,
4,
6,
9,
11,
20,
24,
0,
1,
2,
4,
5,
6,
9,
11,
20,
24,
0,
1,
2,
3,
6,
9,
11,
20,
24,
0,
1,
3,
6,
11,
0,
1,
2,
3,
4,
5,
9,
11,
20,
... | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1... | [
93,
93
] | T9 | Human | Xenium | null |
[
0,
0,
99.00990295410156,
0,
0,
0,
0,
49.50495147705078,
0,
0,
0,
0,
0,
0,
49.50495147705078,
0,
0,
0,
0,
0,
0,
0,
49.50495147705078,
0,
0,
0,
0,
0,
49.50495147705078,
0,
0,
0,
0,
0,
49.50495147705078,
0,
0,
346.53466796875,
0,
0,
0,
0... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabfgm-1 | [
"DCN",
"COL3A1",
"PTGDS",
"COL1A2",
"MEG3",
"SFRP2",
"CCN2",
"LUM",
"SPARCL1",
"RSPO3",
"RNASE1",
"FN1",
"PDGFRB",
"PDGFRA",
"COL1A1",
"COL4A3",
"SPRY2",
"STAT1",
"RHOA",
"CST3",
"CD34",
"MGST1",
"PDIA3",
"SOD2",
"NHSL2",
"NFKB1",
"PKM",
"VIM",
"COL15A1",
"C... | [
26,
8,
3,
6,
546,
457,
1448,
454,
1156,
1599,
284,
1121,
1686,
1529,
1511,
717,
1361,
1360,
453,
458,
1701,
1714,
1505,
491,
314,
1164,
1362,
1668,
1257,
1253,
1392,
1907,
450,
334,
1709,
696,
841,
844,
1687,
629,
880,
273,
41,
98... | Adventitial FBs | VUILD107MF | VUILD107MF_aaaabfgm-1 | 1,619.33 | 2,289.11 | Lung | Disease | [
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
3,
3,
3,
3,
3,
3,
3,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
5,
5,
5,
5,
5,
5,
5,
5,
5,
5,
5... | [
1,
2,
3,
4,
5,
6,
7,
10,
11,
13,
14,
27,
0,
2,
3,
4,
5,
6,
7,
10,
11,
13,
14,
27,
0,
1,
3,
4,
5,
6,
7,
10,
11,
13,
14,
27,
0,
1,
2,
5,
7,
11,
14,
0,
1,
2,
5,
6,
7,
10,
11,
13,
27,
0,
1,
2,
3,
4,
6,
... | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1... | [
52,
52
] | T9 | Human | Xenium | null |
[
0,
0,
2013.8887939453125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
69.44444274902344,
0,
0,
0,
69.44444274902344,
0,
0,
0,
0,
69.44444274902344,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
416.6666564941406,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabfij-1 | [
"SPARCL1",
"ACTA2",
"EPAS1",
"CCN2",
"VIM",
"CTNNB1",
"FN1",
"SNAI2",
"COL1A2",
"ITGB1",
"YAP1",
"ERLEC1",
"HES1",
"STAT6",
"HIST1H1C",
"PDGFRB",
"DNAJB9",
"ITGAV",
"LGR6",
"COL3A1",
"SLC25A37",
"KDR",
"ITGA3",
"SPCS2",
"NHSL2",
"EREG",
"ZEB1",
"PTGDS",
"AXIN2... | [
26,
8,
3,
6,
1686,
41,
629,
284,
1907,
498,
717,
1658,
454,
989,
1940,
644,
821,
1719,
833,
1361,
570,
987,
1088,
457,
1628,
1016,
981,
1687,
1257,
642,
1943,
1448,
167,
187,
153,
1001
] | SMCs | VUILD107MF | VUILD107MF_aaaabfij-1 | 1,636.75 | 2,421.9 | Lung | Disease | [
0,
0,
0,
0,
0,
0,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
3,
3,
3,
3,
3,
4,
4,
4,
4,
4,
4,
5,
5,
5,
5,
6,
6,
6,
6,
6
] | [
1,
2,
3,
4,
5,
6,
0,
2,
3,
4,
5,
6,
0,
1,
3,
4,
5,
6,
0,
1,
2,
4,
6,
0,
1,
2,
3,
5,
6,
0,
1,
2,
4,
0,
1,
2,
3,
4
] | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1
] | [
32,
32
] | T10 | Human | Xenium | null |
[
0,
0,
1195.6522216796875,
0,
0,
0,
0,
0,
54.34782791137695,
0,
0,
0,
0,
54.34782791137695,
163.04348754882812,
0,
0,
0,
0,
108.6956558227539,
0,
0,
0,
54.34782791137695,
0,
0,
54.34782791137695,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
489.1304626464844... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabfhj-1 | [
"SPARCL1",
"ACTA2",
"VIM",
"CCN2",
"ITGB1",
"RHOA",
"COL3A1",
"ITM2C",
"YAP1",
"EPAS1",
"ATF4",
"FN1",
"COL15A1",
"SCGB1A1",
"STAT1",
"UGDH",
"AXL",
"CTNNB1",
"HSPA5",
"LMAN1",
"ITGAV",
"SNAI2",
"CD44",
"SMAD4",
"SPCS2",
"SSR3",
"COL1A2",
"ZEB1",
"PTGDS",
"E... | [
26,
8,
3,
6,
1686,
41,
1907,
284,
989,
1505,
457,
997,
1940,
629,
153,
717,
450,
1560,
1714,
1889,
168,
498,
870,
1097,
987,
1658,
324,
1648,
1687,
1709,
454,
1943,
1448,
644,
1362,
1361,
1253,
833,
841,
877,
1088,
1080,
489,
1719... | SMCs | VUILD107MF | VUILD107MF_aaaabfhj-1 | 1,640.61 | 2,403.66 | Lung | Disease | [
0,
0,
0,
0,
1,
1,
1,
1,
2,
2,
2,
2,
2,
3,
3,
3,
3,
4,
4,
4,
4,
5
] | [
1,
2,
3,
4,
0,
2,
3,
4,
0,
1,
3,
4,
5,
0,
1,
2,
4,
0,
1,
2,
3,
2
] | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1
] | [
49,
49
] | T10 | Human | Xenium | null |
[
0,
0,
191.84652709960938,
0,
0,
0,
0,
47.961631774902344,
0,
0,
0,
0,
0,
47.961631774902344,
47.961631774902344,
0,
0,
0,
0,
23.980815887451172,
0,
0,
0,
47.961631774902344,
0,
0,
0,
0,
0,
0,
0,
0,
0,
23.980815887451172,
71.94244384765625,
0,
0... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaabac-1 | [
"PTGDS",
"COL1A2",
"CCN2",
"COL3A1",
"DCN",
"MEG3",
"SFRP2",
"SPARCL1",
"LUM",
"COL1A1",
"FN1",
"CST3",
"SOD2",
"FGF7",
"VIM",
"ACTA2",
"CD44",
"PRDX4",
"PDIA4",
"NUTF2",
"SNAI2",
"NUCB2",
"SLC25A37",
"PDIA3",
"CCL21",
"IDH1",
"STAT1",
"IFIT3",
"NHSL2",
"HER... | [
26,
8,
3,
6,
1448,
454,
284,
457,
546,
1156,
1599,
1686,
1121,
453,
717,
491,
1668,
697,
1907,
41,
324,
1431,
1363,
1303,
1658,
1300,
1628,
1362,
273,
886,
1714,
894,
1257,
820,
772,
450,
841,
989,
1360,
987,
152,
696,
1884,
1097,... | Fibroblasts | VUILD107MF | VUILD107MF_aaaaabac-1 | 1,648.28 | 2,272.76 | Lung | Disease | [
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
3,
3,
3,
3,
3,
3,
3,
3,
3,
3,
3,
3,
3,
3,
3,
3,
4... | [
1,
2,
3,
4,
5,
6,
7,
8,
9,
10,
11,
12,
14,
15,
16,
45,
0,
2,
3,
4,
5,
6,
7,
8,
9,
10,
11,
12,
14,
15,
16,
45,
0,
1,
3,
4,
5,
6,
7,
8,
9,
10,
12,
14,
15,
16,
45,
0,
1,
2,
4,
5,
6,
7,
8,
9,
10,
11,
12,
... | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1... | [
74,
74
] | T9 | Human | Xenium | null |
[
0,
0,
2020.2020263671875,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
202.02020263671875,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
101.01010131835938,
0,
0,
... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabfim-1 | [
"ACTA2",
"SPARCL1",
"PDGFRB",
"LMAN1",
"COL3A1",
"CD44",
"SFRP2",
"SEC11C",
"CTNNB1",
"PTGDS",
"CCN2",
"ITGA3",
"WWTR1",
"VIM",
"SPCS3",
"CD34",
"SMAD4",
"SLC25A37",
"KRT14",
"HYOU1",
"SCGB1A1",
"COL1A2",
"HIST1H1C",
"MANF",
"HIF1A",
"DCN",
"PI16",
"PDIA3",
"S... | [
26,
8,
3,
6,
41,
1686,
1361,
1097,
457,
324,
1599,
1570,
498,
1448,
284,
981,
1935,
1907,
1688,
314,
1648,
1628,
1039,
877,
1560,
454,
833,
1137,
829,
546,
1379,
1362,
1714,
629,
1277,
1257,
717,
1164,
772,
1121,
1505,
987,
1752,
... | SMCs | VUILD107MF | VUILD107MF_aaaabfim-1 | 1,642.57 | 2,445.02 | Lung | Disease | [
0,
0,
0,
1,
1,
1,
2,
2,
2,
13,
13,
13
] | [
1,
2,
13,
0,
2,
13,
0,
1,
13,
0,
1,
2
] | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1
] | [
45,
45
] | T10 | Human | Xenium | null |
[
0,
0,
97.0873794555664,
0,
0,
48.5436897277832,
0,
48.5436897277832,
0,
0,
0,
0,
0,
48.5436897277832,
97.0873794555664,
0,
0,
0,
0,
0,
0,
0,
0,
48.5436897277832,
0,
0,
48.5436897277832,
0,
0,
0,
0,
0,
0,
0,
2135.92236328125,
48.5436897277832,
0... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaabbc-1 | [
"CCL21",
"UBE2J1",
"VIM",
"CTNNB1",
"KDR",
"GNG11",
"PECAM1",
"XBP1",
"COL1A2",
"SMAD4",
"SFRP2",
"SPARCL1",
"FABP4",
"PTGDS",
"SPCS3",
"RHOA",
"JCHAIN",
"FN1",
"STAT1",
"CCN2",
"SPCS2",
"COL3A1",
"SLC25A4",
"CD34",
"OAS2",
"ATF4",
"COL1A1",
"LUM",
"CD3D",
"... | [
26,
8,
3,
6,
273,
1884,
1907,
498,
1016,
772,
1370,
1936,
454,
1648,
1599,
1686,
657,
1448,
1688,
1505,
1001,
717,
1714,
284,
1687,
457,
1630,
314,
1308,
153,
453,
1121,
318,
320,
1364,
1363,
324,
1362,
335,
629,
833,
1192,
820,
6... | Lymphatic/DCs | VUILD107MF | VUILD107MF_aaaaabbc-1 | 1,645.29 | 2,477.49 | Lung | Disease | [
0,
0,
0,
0,
0,
0,
1,
1,
1,
2,
2,
2,
2,
2,
2,
4,
4,
4,
4,
9,
9,
9,
10,
10,
10,
10,
16,
16,
16,
16
] | [
1,
2,
4,
9,
10,
16,
0,
2,
9,
0,
1,
4,
9,
10,
16,
0,
2,
10,
16,
0,
1,
2,
0,
2,
4,
16,
0,
2,
4,
10
] | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1
] | [
67,
67
] | T9 | Human | Xenium | null |
[
0,
0,
2000,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
74.0740737915039,
0,
0,
0,
0,
0,
0,
74.0740737915039,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
222.22222900390625,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaabak-1 | [
"SPARCL1",
"ACTA2",
"VIM",
"ITM2C",
"LMAN1",
"EPAS1",
"CCN2",
"FN1",
"STAT6",
"SOD2",
"HIST1H1C",
"ITGB1",
"JCHAIN",
"CD44",
"COL3A1",
"CSPG4",
"SPCS3",
"CTNNB1",
"PKM",
"SMAD4",
"FGF7",
"OAS2",
"FAS",
"GNG11",
"MEG3",
"HSPA5",
"HYOU1",
"LGALS1",
"YAP1",
"KD... | [
26,
8,
3,
6,
1686,
41,
1907,
997,
1097,
629,
284,
717,
1719,
1668,
833,
989,
1001,
324,
457,
489,
1688,
498,
1392,
1648,
697,
1308,
667,
772,
1156,
870,
877,
1080,
1940,
1016,
981,
1362,
1773,
1448,
200,
168,
1935,
1831,
1599,
168... | Fibroblasts | VUILD107MF | VUILD107MF_aaaaabak-1 | 1,648.88 | 2,332.19 | Lung | Disease | [
0,
0,
0,
0,
0,
0,
0,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
3,
3,
3,
3,
3,
4,
4,
5,
5,
5,
5,
5,
7,
7,
7,
7,
7,
12,
12,
12
] | [
1,
2,
3,
4,
5,
7,
12,
0,
2,
3,
4,
5,
7,
12,
0,
1,
3,
5,
7,
12,
0,
1,
2,
5,
7,
0,
1,
0,
1,
2,
3,
7,
0,
1,
2,
3,
5,
0,
1,
2
] | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1
] | [
41,
41
] | T10 | Human | Xenium | null |
[
0,
0,
1885.7142333984375,
0,
0,
0,
0,
57.14285659790039,
0,
0,
0,
0,
0,
0,
228.57142639160156,
0,
0,
0,
114.28571319580078,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
571.4285888671875,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaaoe-1 | [
"SPARCL1",
"ACTA2",
"CCN2",
"YAP1",
"VIM",
"ITGB1",
"ZEB1",
"EPAS1",
"ATF4",
"FN1",
"CTNNB1",
"ITGAV",
"HYOU1",
"HSPA5",
"TGFB3",
"AXIN2",
"ITM2C",
"XBP1",
"PDIA3",
"SCGB1A1",
"PDIA4",
"SMAD4",
"SNAI2",
"SOD2",
"COL1A2",
"COL3A1",
"SPCS2",
"CST3",
"FCGR3A",
... | [
26,
8,
3,
6,
1686,
41,
284,
1940,
1907,
989,
1943,
629,
153,
717,
498,
987,
877,
870,
1775,
167,
997,
1936,
1362,
1560,
1363,
1648,
1658,
1668,
454,
457,
1687,
491,
681,
1773,
1300,
1303,
696,
667,
1889,
1361,
80,
1405,
981,
608,
... | SMCs | VUILD107MF | VUILD107MF_aaaaaaoe-1 | 1,654.41 | 2,313.93 | Lung | Disease | [
0,
0,
0,
0,
0,
0,
0,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
3,
3,
3,
3,
4,
4,
4,
4,
4,
4,
4,
5,
5,
5,
5,
5,
9,
9,
9,
9,
9,
10,
10,
10,
10
] | [
1,
2,
3,
4,
5,
9,
10,
0,
2,
3,
4,
5,
9,
10,
0,
1,
3,
4,
5,
9,
10,
0,
1,
2,
4,
0,
1,
2,
3,
5,
9,
10,
0,
1,
2,
4,
9,
0,
1,
2,
4,
5,
0,
1,
2,
4
] | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1
] | [
43,
43
] | T10 | Human | Xenium | null |
[
0,
0,
338.9830627441406,
0,
0,
0,
0,
0,
0,
84.74576568603516,
0,
0,
0,
0,
254.2373046875,
0,
84.74576568603516,
0,
0,
0,
0,
0,
0,
84.74576568603516,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
932.2034301757812,
0,
0,
0,
0,
0,
0,
84.... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaabbm-1 | [
"CCN2",
"SPARCL1",
"EPAS1",
"FN1",
"PECAM1",
"CTNNB1",
"PDIA3",
"STAT1",
"IFIT1",
"IFIT3",
"ATF4",
"MYC",
"HEY1",
"HLA-DRA",
"UBE2J1",
"HERPUD1",
"ACTA2",
"VEGFA",
"VIM",
"ATG7",
"CD1C",
"HIF1A",
"ITGA3",
"SPCS3",
"EGFR",
"SLC25A37",
"SFTPC",
"NOX4",
"STAT6",
... | [
26,
8,
3,
6,
284,
1686,
629,
717,
1370,
498,
1362,
1714,
892,
894,
153,
1218,
825,
841,
1884,
820,
41,
1905,
1907,
155,
303,
829,
981,
1688,
604,
1628,
1603,
1277,
1719,
491,
1505,
1935,
1308,
546,
1413,
1363,
1257,
102,
1943,
187... | Arteriole | VUILD107MF | VUILD107MF_aaaaabbm-1 | 1,654.03 | 2,383.83 | Lung | Disease | [
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
3,
3,
3,
3,
3,
3,
3,
3,
3,
3,
3,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
5,
5,
5,
5,
5,
5,
5,
5,
5,
5... | [
1,
2,
3,
4,
5,
6,
7,
9,
10,
16,
18,
0,
2,
3,
4,
5,
6,
7,
9,
10,
16,
18,
0,
1,
3,
4,
5,
6,
9,
10,
16,
18,
0,
1,
2,
4,
5,
6,
7,
9,
10,
16,
18,
0,
1,
2,
3,
5,
6,
7,
9,
10,
16,
18,
0,
1,
2,
3,
4,
6,
9... | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1... | [
47,
47
] | T10 | Human | Xenium | null |
[
0,
0,
820.8955688476562,
74.62686920166016,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
149.2537384033203,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
223.880615234375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
895.5224609375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaabbn-1 | [
"SPARCL1",
"CCN2",
"EPAS1",
"ACTA2",
"STAT1",
"FN1",
"CTNNB1",
"VIM",
"BMPR2",
"RHOA",
"PECAM1",
"HIF1A",
"HERPUD1",
"CD34",
"SLC2A1",
"COL1A2",
"TGFB1",
"ATF4",
"OAS2",
"YAP1",
"ITGB1",
"FGF2",
"NUCB2",
"GPR183",
"SOD2",
"ERLEC1",
"PDIA3",
"PDIA4",
"EHMT1",
... | [
26,
8,
3,
6,
1686,
284,
629,
41,
1714,
717,
498,
1907,
200,
1505,
1370,
829,
820,
314,
1635,
454,
1773,
153,
1308,
1940,
989,
696,
1300,
781,
1668,
644,
1362,
1363,
608,
825,
1392,
838,
457,
1943,
68,
1935,
1889,
886,
892,
894
] | not available | VUILD107MF | VUILD107MF_aaaaabbn-1 | 1,656.17 | 2,394.08 | Lung | Disease | [
0,
0,
0,
0,
0,
1,
1,
1,
1,
2,
2,
2,
3,
3,
3,
5,
5,
5,
5,
7,
7,
7,
7,
7
] | [
1,
2,
3,
5,
7,
0,
2,
5,
7,
0,
1,
7,
0,
5,
7,
0,
1,
3,
7,
0,
1,
2,
3,
5
] | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1
] | [
40,
40
] | Human | Xenium | null | |
[
0,
0,
439.0243835449219,
0,
0,
48.780487060546875,
0,
0,
0,
0,
0,
0,
0,
0,
146.34146118164062,
48.780487060546875,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
48.780487060546875,
0,
0,
0,
195.1219482421875,
0,
0,
0,
243.9024353... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaabbb-1 | [
"LYZ",
"HLA-DRA",
"MS4A7",
"HERPUD1",
"VIM",
"CD14",
"ACTA2",
"PKM",
"CCN2",
"ITGB1",
"FCER1G",
"CTNNB1",
"CXCR4",
"ATF4",
"FCGR3A",
"IFIT1",
"HLA-DQA1",
"STAT1",
"COL3A1",
"SPARCL1",
"GSR",
"GPR183",
"CD44",
"CST3",
"XBP1",
"ISG20",
"OAS2",
"RHOA",
"SPCS3",
... | [
26,
8,
3,
6,
1130,
841,
1198,
820,
1907,
297,
41,
1392,
284,
989,
675,
498,
529,
153,
681,
892,
838,
1714,
457,
1686,
796,
781,
324,
491,
1936,
977,
1308,
1505,
1688,
717,
629,
1405,
608,
321,
1431,
1456,
478,
1668,
683,
1192,
1... | Interstitial Macrophages | VUILD107MF | VUILD107MF_aaaaabbb-1 | 1,656.7 | 2,365.29 | Lung | Disease | [
0,
0,
0,
0,
0,
0,
0,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
3,
3,
3,
3,
3,
3,
4,
4,
4,
4,
4,
4,
4,
6,
6,
6,
6,
6,
6,
6,
9,
9,
9,
9,
9,
9,
10,
10,
10,
10,
10,
10
] | [
1,
2,
3,
4,
6,
9,
10,
0,
2,
3,
4,
6,
9,
10,
0,
1,
4,
6,
0,
1,
4,
6,
9,
10,
0,
1,
2,
3,
6,
9,
10,
0,
1,
2,
3,
4,
9,
10,
0,
1,
3,
4,
6,
10,
0,
1,
3,
4,
6,
9
] | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1
] | [
59,
59
] | T5 | Human | Xenium | null |
[
0,
0,
2464.788818359375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
70.42253875732422,
70.42253875732422,
70.42253875732422,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaabae-1 | [
"SPARCL1",
"ACTA2",
"EPAS1",
"VIM",
"ITGB1",
"YAP1",
"FN1",
"DCN",
"JCHAIN",
"CXCL13",
"CTNNB1",
"CSPG4",
"PRDX4",
"PDIA6",
"SNAI2",
"SOD2",
"SPCS2",
"STAT1",
"COL15A1",
"SEC11C",
"OAS2",
"PDGFRA",
"STAT6",
"FAS",
"GPR183",
"GZMK",
"MANF",
"MAL",
"HERPUD1",
... | [
26,
8,
3,
6,
1686,
41,
629,
1907,
989,
1940,
717,
546,
1001,
518,
498,
489,
1431,
1364,
1658,
1668,
1687,
1714,
450,
1570,
1308,
1360,
1719,
667,
781,
807,
1137,
1133,
820,
829,
833,
841,
981,
987,
1363,
1752,
997,
155,
1905,
1935... | SMCs | VUILD107MF | VUILD107MF_aaaaabae-1 | 1,664.84 | 2,279.83 | Lung | Disease | [
0,
0,
0,
0,
1,
1,
1,
1,
1,
2,
2,
2,
3,
3,
3,
3,
3,
4,
4,
4,
6,
6
] | [
1,
2,
3,
4,
0,
2,
3,
4,
6,
0,
1,
3,
0,
1,
2,
4,
6,
0,
1,
3,
1,
3
] | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1
] | [
48,
48
] | T10 | Human | Xenium | null |
[
0,
0,
68.96551513671875,
0,
0,
68.96551513671875,
0,
0,
0,
0,
0,
0,
0,
0,
137.9310302734375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
2482.758544921875,
0,
0,
206.89654541015625,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaabaj-1 | [
"CCL21",
"PECAM1",
"EPAS1",
"GNG11",
"RHOA",
"FN1",
"HLA-DRA",
"PLIN2",
"CCN2",
"VIM",
"SPARCL1",
"CD34",
"COL3A1",
"ATF4",
"HES1",
"SCGB1A1",
"IL4R",
"MRC1",
"IFIT1",
"HERPUD1",
"LUM",
"SFRP2",
"SPCS3",
"HIF1A",
"STAT1",
"GCLM",
"SOD2",
"CD44",
"COL1A2",
"N... | [
26,
8,
3,
6,
273,
1370,
629,
772,
1505,
717,
841,
1405,
284,
1907,
1686,
314,
457,
153,
821,
1560,
953,
1192,
892,
820,
1121,
1599,
1688,
829,
1714,
754,
1668,
324,
454,
1253,
1303,
498,
519,
1309,
1001,
657,
1392,
621,
844,
1016,... | Lymphatic/DCs | VUILD107MF | VUILD107MF_aaaaabaj-1 | 1,663.96 | 2,470.71 | Lung | Disease | [
0,
0,
0,
0,
0,
1,
1,
3,
3,
4,
4,
4,
5,
5,
5,
9,
9,
9,
9,
9
] | [
1,
3,
4,
5,
9,
0,
9,
0,
9,
0,
5,
9,
0,
4,
9,
0,
1,
3,
4,
5
] | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1
] | [
50,
50
] | T9 | Human | Xenium | null |
[
0,
0,
344.82757568359375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
68.96551513671875,
0,
0,
68.96551513671875,
0,
0,
206.89654541015625,
0,
0,
0,
0,
0,
0,
68.96551513671875,
0,
137.9310302734375,
0,
0,
0,
0,
0,
0,
0,
0,
896.5516967773438,
0,
0,
0,... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaakpcd-1 | [
"CCN2",
"LYZ",
"HLA-DRA",
"HLA-DQA1",
"STAT1",
"FN1",
"CST3",
"HLA-DQB1",
"HIF1A",
"TGFB1",
"AXL",
"MS4A7",
"ACTA2",
"SSR3",
"CD68",
"CD4",
"MYC",
"CTNNB1",
"OAS3",
"RHOA",
"FCER1G",
"PDIA3",
"SPARCL1",
"C1QC",
"EPAS1",
"VEGFA",
"PTPRC",
"VIM",
"SPCS3",
"SEC... | [
26,
8,
3,
6,
284,
1130,
841,
838,
1714,
717,
491,
839,
829,
1773,
168,
1198,
41,
1709,
334,
321,
1218,
498,
1309,
1505,
675,
1362,
1686,
217,
629,
1905,
1456,
1907,
1688,
1570,
457,
344,
820,
989,
1668,
324,
152,
155,
844,
967,
... | Macrophages | VUILD107MF | VUILD107MF_aaaakpcd-1 | 1,683.19 | 2,343.69 | Lung | Disease | [
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
3,
3,
3,
3,
3,
3,
3,
4,
4,
4,
4,
4,
4,
4,
5,
5,
5,
5,
5,
5,
5,
5,
5,
5,
6,
6,
6,
6,
6,
6,
6,
8,
8,
8... | [
1,
2,
3,
4,
5,
6,
8,
12,
20,
27,
0,
2,
3,
4,
5,
6,
8,
12,
20,
27,
0,
1,
3,
4,
5,
6,
8,
12,
20,
27,
0,
1,
2,
5,
12,
20,
27,
0,
1,
2,
5,
6,
8,
27,
0,
1,
2,
3,
4,
6,
8,
12,
20,
27,
0,
1,
2,
4,
5,
8,
... | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1... | [
52,
52
] | T5 | Human | Xenium | null |
[
0,
0,
2043.0107421875,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
107.5268783569336,
0,
0,
0,
0,
107.5268783569336,
0,
0,
0,
0,
0,
0,
322.58062744140625,
0,
0,
0,
0,
0,
0,
107.5268783569336,
0,
0,
0,
107.5268783569336,
0,
0,
0,
0,
0,
0,
0... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaldbj-1 | [
"SPARCL1",
"ACTA2",
"SPCS3",
"EPAS1",
"SLC25A4",
"BMPR2",
"UGDH",
"COL1A2",
"VIM",
"ITGA3",
"STAT1",
"PDIA3",
"FN1",
"CCL2",
"CCN2",
"SEC11C",
"TGFB3",
"STAT6",
"HIST1H1C",
"SPCS2",
"CSPG4",
"AXL",
"ATF4",
"ITGB1",
"MYDGF",
"UBE2J1",
"CTNNB1",
"ITM2C",
"PDIA6"... | [
26,
8,
3,
6,
1686,
41,
1688,
629,
1630,
200,
1889,
454,
1907,
981,
1714,
1362,
717,
271,
284,
1570,
1775,
1719,
833,
1687,
489,
168,
153,
989,
1221,
1884,
498,
997,
1364,
1363,
324,
1668
] | SMCs | VUILD107MF | VUILD107MF_aaaaldbj-1 | 1,677.68 | 2,291.41 | Lung | Disease | [
0,
0,
0,
0,
1,
1,
1,
1,
1,
2,
2,
3,
3,
3,
5,
5,
5,
8,
8,
8,
8,
8
] | [
1,
3,
5,
8,
0,
2,
3,
5,
8,
1,
8,
0,
1,
8,
0,
1,
8,
0,
1,
2,
3,
5
] | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1
] | [
32,
32
] | T10 | Human | Xenium | null |
[
0,
0,
1173.4693603515625,
0,
0,
0,
0,
51.020408630371094,
0,
0,
0,
0,
0,
0,
102.04081726074219,
0,
0,
0,
0,
102.04081726074219,
0,
0,
0,
0,
0,
0,
51.020408630371094,
0,
0,
0,
0,
0,
0,
51.020408630371094,
0,
0,
0,
612.244873046875,
0,
0,
... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaaban-1 | [
"CCN2",
"ACTA2",
"FN1",
"COL1A2",
"VIM",
"PDGFRB",
"EPAS1",
"SPARCL1",
"XBP1",
"COL15A1",
"CTNNB1",
"ITGB1",
"AXL",
"HLA-DRA",
"IFIT3",
"SELENOS",
"CST3",
"COL3A1",
"SMAD4",
"ATF4",
"ITGAV",
"SPCS2",
"STAT6",
"JCHAIN",
"PDIA3",
"CD86",
"SOX4",
"HIST1H1C",
"HIF... | [
26,
8,
3,
6,
284,
41,
717,
454,
1907,
1361,
629,
1686,
1936,
450,
498,
989,
168,
841,
894,
1579,
491,
457,
1648,
153,
987,
1687,
1719,
1001,
1362,
344,
1681,
833,
829,
1657,
1370,
324,
838,
1164,
471,
1560,
314,
1253,
1505,
1448,
... | SMCs | VUILD107MF | VUILD107MF_aaaaaban-1 | 1,681.86 | 2,333.15 | Lung | Disease | [
0,
0,
0,
0,
0,
0,
0,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
2,
2,
3,
3,
3,
3,
4,
4,
4,
4,
4,
4,
4,
4,
4,
5,
5,
5,
5,
5,
6,
6,
6,
6,
6,
7,
7,
7,
7,
10,
10,
10,
10,
11,
11,
11,
11,
11
] | [
1,
2,
3,
4,
5,
6,
11,
0,
2,
3,
4,
7,
10,
0,
1,
3,
4,
5,
6,
7,
10,
11,
0,
1,
2,
4,
0,
1,
2,
3,
5,
6,
7,
10,
11,
0,
2,
4,
6,
11,
0,
2,
4,
5,
11,
1,
2,
4,
10,
1,
2,
4,
7,
0,
2,
4,
5,
6
] | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1
] | [
64,
64
] | T10 | Human | Xenium | null |
[
0,
0,
163.398681640625,
0,
0,
0,
0,
0,
32.67973709106445,
0,
0,
0,
0,
0,
163.398681640625,
0,
65.3594741821289,
0,
0,
32.67973709106445,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
359.47711181640625,
0,
0,
163.398681640625,
0,
0,
0,
0,... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaakpdm-1 | [
"SFRP2",
"DCN",
"PTGDS",
"LUM",
"CCL21",
"COL1A2",
"SPARCL1",
"COL3A1",
"CCN2",
"ATF4",
"RHOA",
"CST3",
"PDGFRB",
"VIM",
"PDIA4",
"TGFB1",
"SCGB1A1",
"XBP1",
"HLA-DRA",
"ACTA2",
"ITGB1",
"COL1A1",
"HYOU1",
"PDIA3",
"HIST1H1C",
"MGST1",
"CD68",
"NUCB2",
"PDIA6"... | [
26,
8,
3,
6,
1599,
546,
1448,
1121,
273,
454,
1686,
457,
284,
153,
1505,
491,
1361,
1907,
1363,
1773,
1560,
1936,
841,
41,
989,
453,
877,
1362,
833,
1164,
334,
1300,
1364,
1529,
1360,
1668,
657,
829,
155,
717,
894,
1658,
820,
812,... | Fibroblasts | VUILD107MF | VUILD107MF_aaaakpdm-1 | 1,688.61 | 2,454.38 | Lung | Disease | [
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
2,
3,
3,
3,
3,
3,
3,
3,
3,
3,
3,
3,
4,
4,
4,
4,
4,
4,
4,
4,
5,
5,
5,
5,
5,
5,
5,
5,
5,
6,
6,
6,
6,
6,
6... | [
1,
2,
3,
4,
5,
6,
7,
11,
13,
20,
21,
0,
2,
3,
4,
5,
6,
7,
11,
13,
20,
21,
0,
1,
3,
4,
5,
6,
13,
21,
0,
1,
2,
4,
5,
6,
7,
11,
13,
20,
21,
0,
1,
2,
3,
5,
6,
13,
21,
0,
1,
2,
3,
4,
6,
7,
13,
21,
0,
1,
... | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1... | [
64,
64
] | T9 | Human | Xenium | null |
[
0,
0,
265.4867248535156,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
88.49557495117188,
88.49557495117188,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
176.99114990234375,
0,
0,
0,
0,
0,
0,
0,
176.99114990234375,
0,
0,
0,
1327.43359375,
0,
0,
0,
88.49557495117188... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaakpca-1 | [
"CCN2",
"EPAS1",
"HLA-DRA",
"FN1",
"ZEB1",
"MYC",
"CD34",
"HIF1A",
"IFIT3",
"SPARCL1",
"PECAM1",
"VIM",
"CCL2",
"RHOA",
"BMP4",
"SEC11C",
"LYZ",
"PDIA4",
"ACTA2",
"HERPUD1",
"COL1A2",
"MYDGF",
"STAT1",
"EGFR",
"CD14",
"HIST1H1C",
"HLA-DQA1",
"NUCB2",
"SPCS2",
... | [
26,
8,
3,
6,
284,
629,
841,
717,
1943,
1218,
314,
829,
894,
1686,
1370,
1907,
271,
1505,
198,
1570,
1130,
1363,
41,
820,
454,
1221,
1714,
604,
297,
833,
838,
1300,
1687,
987,
1719,
877,
1361,
1635,
772,
1940,
1431,
152,
1422,
153,... | gCap | VUILD107MF | VUILD107MF_aaaakpca-1 | 1,692.36 | 2,334.82 | Lung | Disease | [
0,
1,
1,
1,
1,
3,
3,
3,
3,
6,
6,
6,
6,
11,
11,
11,
11,
11,
18,
18,
18,
18
] | [
11,
3,
6,
11,
18,
1,
6,
11,
18,
1,
3,
11,
18,
0,
1,
3,
6,
18,
1,
3,
6,
11
] | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1
] | [
49,
49
] | T10 | Human | Xenium | null |
[
0,
0,
337.0786437988281,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
674.1572875976562,
0,
0,
112.35955047607422,
112.35955047607422,
0,
0,
0,
0,
0,
0,
0,
0,
112.35955047607422,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
674.1572875976562,
0,
0,
0,
0,
0,
0,... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaakpcc-1 | [
"PECAM1",
"CCN2",
"SPARCL1",
"ATF3",
"XBP1",
"FN1",
"VIM",
"PDIA3",
"EPAS1",
"PDIA4",
"MYC",
"IL4R",
"ACTA2",
"PLPP5",
"ITGB1",
"LMAN1",
"SPCS3",
"SELENOS",
"CST3",
"COL3A1",
"OAS3",
"CPA3",
"HYOU1",
"RNASE1",
"CTNNB1",
"CXCR4",
"PDIA6",
"NUCB2",
"ICAM1",
"C... | [
26,
8,
3,
6,
1370,
284,
1686,
152,
1936,
717,
1907,
1362,
629,
1363,
1218,
953,
41,
1411,
989,
1097,
1688,
1579,
491,
457,
1309,
471,
877,
1511,
498,
529,
1364,
1300,
880,
314,
892,
160,
155,
200,
894,
1681,
453,
1418
] | Arteriole | VUILD107MF | VUILD107MF_aaaakpcc-1 | 1,697.46 | 2,338.59 | Lung | Disease | [
0,
0,
0,
0,
1,
1,
1,
1,
2,
2,
2,
2,
2,
3,
3,
3,
3,
5,
5,
6,
6,
6,
6,
6
] | [
1,
2,
3,
6,
0,
2,
3,
6,
0,
1,
3,
5,
6,
0,
1,
2,
6,
2,
6,
0,
1,
2,
3,
5
] | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1
] | [
38,
38
] | T12 | Human | Xenium | null |
[
0,
0,
1931.818115234375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
113.63636016845703,
227.27272033691406,
0,
0,
0,
113.63636016845703,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaakpdc-1 | [
"SPARCL1",
"ACTA2",
"CTNNB1",
"VIM",
"EPAS1",
"SNAI2",
"COL3A1",
"COL15A1",
"ITGB1",
"HIST1H1C",
"AXL",
"LGR6",
"TTC19",
"COL1A2",
"SELENOS",
"MANF",
"FN1",
"BCL2L1",
"SLC25A4",
"NUTF2",
"UBE2J1",
"XBP1",
"YAP1",
"WWTR1",
"ITM2C",
"PDIA3",
"AXIN2"
] | [
26,
8,
3,
6,
1686,
41,
498,
1907,
629,
1658,
457,
450,
989,
833,
168,
1088,
1867,
454,
1579,
1137,
717,
187,
1630,
1303,
1884,
1936,
1940,
1935,
997,
1362,
167
] | SMCs | VUILD107MF | VUILD107MF_aaaakpdc-1 | 1,698.13 | 2,391.25 | Lung | Disease | [
0,
0,
0,
1,
1,
1,
2,
2,
2,
3,
3,
3
] | [
1,
2,
3,
0,
2,
3,
0,
1,
3,
0,
1,
2
] | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1
] | [
27,
27
] | T10 | Human | Xenium | null |
[
0,
0,
2783.505126953125,
0,
0,
0,
0,
0,
103.09278106689453,
0,
0,
0,
0,
0,
309.2783508300781,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
412.3711242675781,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaaldbo-1 | [
"ACTA2",
"CCN2",
"SPARCL1",
"ITGB1",
"FN1",
"SOD2",
"ATF4",
"VIM",
"RHOA",
"ZEB1",
"HIST1H1C",
"ITM2C",
"PDIA3",
"SSR3",
"PDIA6",
"LMAN1",
"HSPA5",
"SCGB1A1",
"SLC25A4",
"SMAD4",
"YAP1",
"EPAS1",
"CTNNB1",
"AKR1C2",
"LUM"
] | [
26,
8,
3,
6,
41,
284,
1686,
989,
717,
1668,
153,
1907,
1505,
1943,
833,
997,
1362,
1709,
1364,
1097,
870,
1560,
1630,
1648,
1940,
629,
498,
81,
1121
] | not available | VUILD107MF | VUILD107MF_aaaaldbo-1 | 1,705 | 2,306.51 | Lung | Disease | [
0,
0,
0,
3,
3,
3,
4,
4,
4,
7,
7,
7
] | [
3,
4,
7,
0,
4,
7,
0,
3,
7,
0,
3,
4
] | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1
] | [
25,
25
] | Human | Xenium | null | |
[
0,
0,
1794.8717041015625,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
128.2051239013672,
0,
0,
0,
0,
0,
0,
0,
128.2051239013672,
0,
0,
0,
128.2051239013672,
0,
0,
0,
0,
0,
128.2051239013672,
0,
0,
0,
0,
512.8204956054688,
0,
0,
0,
0,
0,
0,
... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalcfj-1 | [
"ACTA2",
"SPARCL1",
"CCN2",
"YAP1",
"ZEB1",
"COL15A1",
"EPAS1",
"COL1A2",
"COL3A1",
"VIM",
"FN1",
"CD3G",
"SMAD4",
"SSR3",
"SLC25A4",
"BCL2",
"TGFB1",
"BMPR2",
"SNAI2",
"UCHL3",
"RHOA",
"CCL18",
"PDIA4",
"ATF4",
"FAS",
"GCLM",
"HIST1H1C",
"HSPA5",
"LGR6",
"I... | [
26,
8,
3,
6,
41,
1686,
284,
1940,
1943,
450,
629,
454,
457,
1907,
717,
320,
1648,
1709,
1630,
185,
1773,
200,
1658,
1886,
1505,
269,
1363,
153,
667,
754,
833,
870,
1088,
997,
1936,
1867,
1774,
1121,
989,
453
] | SMCs | VUILD107MF | VUILD107MF_aaaalcfj-1 | 1,711.36 | 2,292.57 | Lung | Disease | [
0,
0,
1,
2,
2,
9,
9,
9
] | [
2,
9,
9,
0,
9,
0,
1,
2
] | [
1,
1,
1,
1,
1,
1,
1,
1
] | [
36,
36
] | T10 | Human | Xenium | null |
[
0,
0,
33.6700325012207,
0,
0,
0,
0,
33.6700325012207,
33.6700325012207,
0,
0,
0,
0,
0,
33.6700325012207,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
33.6700325012207,
0,
0,
0,
0,
0,
0,
0,
33.6700325012207,
606.0606079101562,
0,
0,
0,
0,
0,
0,
0,
... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalgmd-1 | [
"COL3A1",
"CCL21",
"COL1A2",
"PTGDS",
"LUM",
"SPARCL1",
"SFRP2",
"COL1A1",
"JCHAIN",
"GNG11",
"VIM",
"DCN",
"ITGAV",
"RHOA",
"XBP1",
"SCGB1A1",
"SFRP4",
"HIST1H1C",
"EPAS1",
"UBE2J1",
"NUTF2",
"FN1",
"CTNNB1",
"HERPUD1",
"IDH1",
"NUCB2",
"PRDX4",
"LMAN1",
"CD5... | [
26,
8,
3,
6,
457,
273,
454,
1448,
1121,
1686,
1599,
453,
1001,
772,
1907,
546,
987,
1505,
1936,
1560,
1600,
833,
629,
1884,
1303,
717,
498,
820,
886,
1300,
1431,
1097,
330,
697,
841,
989,
1668,
1362,
324,
839,
1579,
1360,
1363,
13... | not available | VUILD107MF | VUILD107MF_aaaalgmd-1 | 1,725.23 | 2,469.62 | Lung | Disease | [
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
3,
3,
3,
3,
3,
3,
3,
3,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
5,
5,
5,
5,
5,
5,
5,
6,
6,
6,
6,
6,
6,
6,
7,
7,
7,
7,
7... | [
1,
2,
3,
4,
5,
6,
7,
8,
10,
21,
0,
3,
4,
5,
6,
7,
8,
10,
21,
0,
3,
4,
6,
7,
8,
10,
0,
1,
2,
4,
5,
7,
10,
21,
0,
1,
2,
3,
5,
6,
7,
8,
10,
16,
21,
0,
1,
3,
4,
7,
10,
21,
0,
1,
2,
4,
7,
8,
10,
0,
1,
... | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1... | [
76,
76
] | Human | Xenium | null | |
[
0,
0,
483.8709716796875,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
80.6451644897461,
0,
0,
0,
0,
0,
80.6451644897461,
0,
0,
0,
0,
0,
0,
241.93548583984375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1370.9677734375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalbpk-1 | [
"CCN2",
"SPARCL1",
"EPAS1",
"ITGB1",
"VIM",
"ACTA2",
"FN1",
"BMPR2",
"OAS3",
"STAT1",
"IFIT3",
"CTNNB1",
"HERPUD1",
"PECAM1",
"PDIA6",
"HLA-DRA",
"SPRY2",
"SPCS3",
"ITGAV",
"MYC",
"SLC2A1",
"FGF2",
"TGFB1",
"NFKB1",
"RHOA",
"OAS2",
"PLIN2",
"PKM",
"CD34",
"L... | [
26,
8,
3,
6,
284,
1686,
629,
989,
1907,
41,
717,
200,
1309,
1714,
894,
498,
820,
1370,
1364,
841,
1701,
1688,
987,
1218,
1635,
696,
1773,
1253,
1505,
1308,
1405,
1392,
314,
1080,
1362,
1936,
1935,
1831,
1940,
152,
1884,
168,
1867,
... | Venous | VUILD107MF | VUILD107MF_aaaalbpk-1 | 1,712.85 | 2,352.96 | Lung | Disease | [
0,
0,
0,
0,
0,
0,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
3,
3,
3,
3,
4,
4,
4,
4,
4,
4,
6,
6,
6,
6,
7,
7,
7,
7
] | [
1,
2,
3,
4,
6,
7,
0,
2,
3,
4,
6,
7,
0,
1,
4,
6,
0,
1,
4,
7,
0,
1,
2,
3,
6,
7,
0,
1,
2,
4,
0,
1,
3,
4
] | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1
] | [
45,
45
] | T12 | Human | Xenium | null |
[
0,
0,
925.9259033203125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
61.7283935546875,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
123.456787109375,
0,
61.7283935546875,
0,
0,
0,
0,
0,
0,
185.1851806640625,
0,
0,
0,
1049.3826904296875,
0,
0,
0,
0,
0,
0,
0,... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalbpo-1 | [
"CCN2",
"SPARCL1",
"ACTA2",
"PECAM1",
"FN1",
"EPAS1",
"MYC",
"STAT1",
"HIF1A",
"VIM",
"CCL2",
"PDIA3",
"ITGB1",
"BCL2L11",
"SPCS3",
"LMAN1",
"CD34",
"XBP1",
"RHOA",
"SOX4",
"CTNNB1",
"CLDN5",
"PPARG",
"SNAI2",
"SOD2",
"PLIN2",
"COL1A2",
"ZEB1",
"BMPR2",
"WWT... | [
26,
8,
3,
6,
284,
1686,
41,
1370,
717,
629,
1218,
1714,
829,
1907,
271,
1362,
989,
188,
1688,
1097,
314,
1936,
1505,
1681,
498,
422,
1422,
1658,
1668,
1405,
454,
1943,
200,
1935,
977,
1940,
894,
886,
870,
841,
1905,
152,
825,
820,... | Arteriole | VUILD107MF | VUILD107MF_aaaalbpo-1 | 1,723.32 | 2,346.37 | Lung | Disease | [
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
2,
3,
3,
3,
3,
3,
3,
3,
4,
4,
4,
4,
4,
4,
4,
4,
6,
6,
7,
7,
7,
7,
7,
9,
9,
9,
9,
9,
9,
9,
9,
9,
12,
12,
12,
12,
12,
12,
... | [
1,
2,
3,
4,
6,
7,
9,
12,
19,
0,
2,
3,
4,
7,
9,
12,
19,
0,
1,
3,
4,
7,
9,
12,
19,
0,
1,
2,
4,
9,
12,
19,
0,
1,
2,
3,
7,
9,
12,
19,
0,
9,
0,
1,
2,
4,
9,
0,
1,
2,
3,
4,
6,
7,
12,
19,
0,
1,
2,
3,
4,
... | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1... | [
48,
48
] | T12 | Human | Xenium | null |
[
0,
0,
1353.383544921875,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
75.18797302246094,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
225.5639190673828,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
150.37594604492188,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalcfb-1 | [
"SPARCL1",
"ACTA2",
"EPAS1",
"FN1",
"HLA-DRA",
"ITGB1",
"VIM",
"ITGAV",
"BMPR2",
"PTGDS",
"UBE2J1",
"CCN2",
"NFKB1",
"SOD2",
"ITM2C",
"HSPA5",
"COL15A1",
"ITGA3",
"SEC11C",
"XBP1",
"HIF1A",
"CTNNB1",
"HIST1H1C",
"COL1A2",
"LGR6",
"COL1A1",
"SPP1",
"S100A2",
"M... | [
26,
8,
3,
6,
1686,
41,
629,
717,
841,
989,
1907,
987,
200,
1448,
1884,
284,
1253,
1668,
997,
870,
450,
981,
1570,
1936,
829,
498,
833,
454,
1088,
453,
1699,
1544,
1133,
1688,
893,
894,
644,
1940,
152,
546,
604,
1001,
1121
] | not available | VUILD107MF | VUILD107MF_aaaalcfb-1 | 1,729.93 | 2,280.09 | Lung | Disease | [
0,
0,
0,
0,
0,
0,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
3,
3,
3,
3,
3,
4,
4,
4,
4,
5,
5,
5,
5,
5,
5,
6,
6,
6,
6,
6,
6
] | [
1,
2,
3,
4,
5,
6,
0,
2,
3,
4,
5,
6,
0,
1,
3,
5,
6,
0,
1,
2,
5,
6,
0,
1,
5,
6,
0,
1,
2,
3,
4,
6,
0,
1,
2,
3,
4,
5
] | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1
] | [
39,
39
] | Human | Xenium | null | |
[
0,
0,
522.8757934570312,
0,
0,
0,
0,
65.3594741821289,
0,
0,
0,
0,
0,
196.07843017578125,
130.7189483642578,
0,
0,
0,
0,
0,
65.3594741821289,
0,
0,
65.3594741821289,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
2091.503173828125,
0,
0,
0,
0... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalcae-1 | [
"CCN2",
"SPARCL1",
"PECAM1",
"EPAS1",
"ACTA2",
"CTNNB1",
"HERPUD1",
"HLA-DRA",
"ATF3",
"XBP1",
"VIM",
"SOD2",
"FN1",
"CLDN5",
"IFIT3",
"HIST1H1C",
"WWTR1",
"ATF4",
"CD34",
"SELENOS",
"CD44",
"SLC25A4",
"SCGB1A1",
"RHOA",
"SNAI1",
"PTGDS",
"ZEB1",
"MYC",
"OAS2"... | [
26,
8,
3,
6,
284,
1686,
1370,
629,
41,
498,
820,
841,
152,
1936,
1907,
1668,
717,
422,
894,
833,
1935,
153,
314,
1579,
324,
1630,
1560,
1505,
1657,
1448,
1943,
1218,
1308,
1300,
696,
1687,
772,
805,
844,
877,
886,
1097,
1080,
987,... | Venous | VUILD107MF | VUILD107MF_aaaalcae-1 | 1,731.16 | 2,356.69 | Lung | Disease | [
0,
0,
0,
0,
0,
1,
1,
1,
1,
2,
2,
2,
3,
3,
3,
4,
4,
4,
4,
10,
10,
10,
10,
10
] | [
1,
2,
3,
4,
10,
0,
2,
4,
10,
0,
1,
10,
0,
4,
10,
0,
1,
3,
10,
0,
1,
2,
3,
4
] | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1
] | [
55,
55
] | T10 | Human | Xenium | null |
[
0,
0,
2315.78955078125,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
315.78948974609375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
210.5263214111328,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
947.3684692382812,
0,
0,
0,
0,
105.2631607055664,
0,
0,
0,
0,
0... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalcah-1 | [
"ACTA2",
"CCN2",
"SPARCL1",
"EPAS1",
"FN1",
"ATF4",
"HSPA5",
"COL1A2",
"BMPR2",
"SLC25A4",
"PDIA6",
"VIM",
"ITGB1",
"RHOA",
"HMGA1",
"HIST1H1C",
"HIF1A",
"HES1",
"PDIA3",
"CD19",
"CTNNB1",
"SNAI2",
"NUCB2",
"ERLEC1",
"STAT6",
"ITGAV",
"SPCS2",
"YAP1",
"JCHAIN"... | [
26,
8,
3,
6,
41,
284,
1686,
629,
717,
153,
870,
454,
200,
1630,
1364,
1907,
989,
1505,
844,
833,
829,
821,
1362,
300,
498,
1658,
1300,
644,
1719,
987,
1687,
1940,
1001
] | SMCs | VUILD107MF | VUILD107MF_aaaalcah-1 | 1,736.04 | 2,375.88 | Lung | Disease | [
0,
0,
0,
0,
0,
1,
1,
2,
2,
2,
2,
3,
3,
3,
3,
4,
4,
4,
4,
11,
11,
11,
11,
11
] | [
1,
2,
3,
4,
11,
0,
11,
0,
3,
4,
11,
0,
2,
4,
11,
0,
2,
3,
11,
0,
1,
2,
3,
4
] | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1
] | [
29,
29
] | T10 | Human | Xenium | null |
[
0,
0,
461.5384521484375,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
51.28205108642578,
256.4102478027344,
51.28205108642578,
102.56410217285156,
0,
51.28205108642578,
0,
0,
0,
51.28205108642578,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
461.5384521484375,
0,
0,
0,
35... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalcao-1 | [
"HLA-DRA",
"SPARCL1",
"CCL2",
"CCN2",
"STAT1",
"EPAS1",
"MS4A7",
"VIM",
"ATF4",
"ACTA2",
"CD68",
"FCGR3A",
"RHOA",
"FN1",
"COL1A2",
"HIST1H1C",
"PDIA3",
"PDIA6",
"GNG11",
"CD44",
"PECAM1",
"IFIT3",
"HLA-DQB1",
"GPR183",
"ATG7",
"LMAN1",
"FGF2",
"HMGA1",
"UCHL3... | [
26,
8,
3,
6,
841,
1686,
271,
284,
1714,
629,
1198,
1907,
153,
41,
334,
681,
1505,
717,
454,
833,
1362,
1364,
772,
324,
1370,
894,
839,
781,
155,
1097,
696,
844,
1886,
1935,
967,
1300,
1936,
335,
1405,
1668,
1658,
1648,
820,
997,
... | Macrophages | VUILD107MF | VUILD107MF_aaaalcao-1 | 1,747.42 | 2,316.98 | Lung | Disease | [
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
3,
3,
3,
3,
3,
3,
3,
3,
3,
3,
4,
5,
5,
5,
5,
5,
5,
5,
5,
5,
5,
6,
6,
6,
7,
7,
8,
8,
8,
8,
8,
8,
8,
8,
8,
8... | [
1,
2,
3,
5,
6,
8,
9,
11,
13,
14,
15,
17,
0,
2,
6,
7,
0,
1,
3,
5,
6,
8,
9,
11,
13,
14,
15,
17,
0,
2,
5,
8,
9,
11,
13,
14,
15,
17,
7,
0,
2,
3,
8,
9,
11,
13,
14,
15,
17,
0,
1,
2,
1,
4,
0,
2,
3,
5,
9,
1... | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1... | [
69,
69
] | T5 | Human | Xenium | null |
[
0,
0,
1298.7012939453125,
0,
0,
64.93506622314453,
0,
0,
0,
0,
0,
0,
0,
0,
259.7402648925781,
0,
0,
0,
0,
129.87013244628906,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
129.87013244628906,
0,
0,
129.87013244628906,
0,
0,
0,
0,
0,
0... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalceo-1 | [
"SPARCL1",
"ACTA2",
"COL1A2",
"CTNNB1",
"FN1",
"ATF4",
"VIM",
"YAP1",
"ITGB1",
"HIF1A",
"LMAN1",
"HLA-DRA",
"RNASE1",
"COL15A1",
"LGALS1",
"CCL21",
"CCN2",
"GPR183",
"AXL",
"EPAS1",
"STAT6",
"CSPG4",
"PKM",
"PDGFRB",
"SFRP2",
"SSR3",
"HIST1H1C",
"PDIA3",
"SPCS... | [
26,
8,
3,
6,
1686,
41,
454,
498,
717,
153,
1907,
1940,
989,
829,
1097,
841,
1511,
450,
1080,
273,
284,
781,
168,
629,
1719,
489,
1392,
1361,
1599,
1709,
833,
1362,
1687,
1360,
820,
1257,
1253,
1658,
1648,
997,
1505,
1198,
491,
457... | SMCs | VUILD107MF | VUILD107MF_aaaalceo-1 | 1,737.08 | 2,269.03 | Lung | Disease | [
0,
0,
0,
0,
0,
0,
0,
0,
1,
1,
1,
1,
1,
1,
1,
1,
4,
4,
4,
6,
6,
6,
6,
6,
6,
8,
8,
8,
9,
9,
9,
9,
9,
10,
10,
10,
10,
10,
12,
12,
12,
13,
13,
13,
13,
13
] | [
1,
4,
6,
8,
9,
10,
12,
13,
0,
4,
6,
8,
9,
10,
12,
13,
0,
1,
6,
0,
1,
4,
9,
10,
13,
0,
1,
12,
0,
1,
6,
10,
13,
0,
1,
6,
9,
13,
0,
1,
8,
0,
1,
6,
9,
10
] | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1
] | [
51,
51
] | T10 | Human | Xenium | null |
[
0,
0,
61.162078857421875,
0,
0,
0,
0,
0,
0,
91.74311828613281,
0,
0,
0,
0,
91.74311828613281,
0,
0,
61.162078857421875,
0,
30.581039428710938,
0,
0,
61.162078857421875,
0,
30.581039428710938,
0,
0,
0,
0,
0,
0,
0,
0,
30.581039428710938,
0,
0,
0,... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaalgmf-1 | [
"COL3A1",
"JCHAIN",
"COL1A2",
"CCN2",
"COL1A1",
"CD44",
"HERPUD1",
"UBE2J1",
"LUM",
"CD3G",
"SPARCL1",
"VIM",
"HYOU1",
"POSTN",
"SFRP4",
"KLRB1",
"SOD2",
"HIST1H1C",
"PIM2",
"SSR3",
"ANKRD28",
"PDIA3",
"ATF4",
"PTPRC",
"FN1",
"BCL2",
"SNAI2",
"SPCS3",
"XBP1",
... | [
26,
8,
3,
6,
457,
1001,
454,
284,
453,
324,
820,
1884,
1121,
320,
1686,
1907,
877,
1418,
1600,
1027,
1668,
833,
1386,
1709,
102,
1362,
153,
1456,
717,
185,
1658,
1688,
1936,
829,
1370,
989,
160,
1221,
1714,
1448,
997,
529,
1308,
5... | T-cells | VUILD107MF | VUILD107MF_aaaalgmf-1 | 1,747.85 | 2,496.38 | Lung | Disease | [
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
3,
3,
3,
3,
3,
3,
3,
3,
3,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
5,
5,
5,
5,
5,
5,
5,
5,
5,
6,
6,
6... | [
1,
2,
3,
4,
5,
6,
7,
8,
11,
13,
14,
0,
2,
3,
4,
5,
6,
8,
11,
13,
23,
0,
1,
3,
4,
5,
6,
7,
8,
11,
13,
14,
0,
1,
2,
4,
5,
6,
8,
11,
13,
0,
1,
2,
3,
5,
6,
7,
8,
11,
13,
14,
0,
1,
2,
3,
4,
6,
8,
11,
1... | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1... | [
81,
81
] | T9 | Human | Xenium | null |
[
0,
0,
1403.5087890625,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
87.71929931640625,
0,
0,
0,
175.4385986328125,
0,
0,
0,
0,
87.71929931640625,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
175.4385986328125,
0,
0,
0,
87.71929931640625,
0,
0,
0,... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabmlb-1 | [
"SPARCL1",
"ACTA2",
"FN1",
"COL1A2",
"VIM",
"EPAS1",
"SOD2",
"AXL",
"ITGB1",
"YAP1",
"TGFB3",
"HIF1A",
"COL3A1",
"ITGA3",
"CCN2",
"STAT1",
"HERPUD1",
"HLA-DRA",
"IDH1",
"STAT6",
"CD14",
"NUCB2",
"CST3",
"BCL2L11",
"ITM2C",
"ERLEC1",
"XBP1",
"WWTR1",
"PKM",
"... | [
26,
8,
3,
6,
1686,
41,
717,
454,
1907,
629,
1668,
168,
989,
1940,
1775,
829,
457,
981,
284,
1714,
820,
841,
886,
1719,
297,
1300,
491,
188,
997,
644,
1936,
1935,
1392,
1198,
1361,
498,
154,
324,
1599,
1709,
1658,
453,
1511
] | SMCs | VUILD107MF | VUILD107MF_aaaabmlb-1 | 1,516.06 | 2,413.41 | Lung | Disease | [
0,
0,
0,
1,
1,
1,
2,
2,
2,
4,
4,
4
] | [
1,
2,
4,
0,
2,
4,
0,
1,
4,
0,
1,
2
] | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1
] | [
39,
39
] | T10 | Human | Xenium | null |
[
0,
0,
1280,
0,
0,
80,
0,
0,
0,
0,
0,
0,
0,
80,
80,
0,
0,
0,
0,
0,
0,
0,
80,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
80,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabmmc-1 | [
"SPARCL1",
"ACTA2",
"SFRP2",
"COL3A1",
"CTNNB1",
"VIM",
"SMAD4",
"HIF1A",
"COL1A2",
"ITGAV",
"HLA-DRA",
"COL15A1",
"ITGA3",
"PDIA3",
"FN1",
"LUM",
"COL1A1",
"HIST1H1C",
"HLA-DQB1",
"CCNB2",
"PKM",
"IFIT1",
"CST3",
"LYZ",
"SOD2",
"FGF7",
"BCL2",
"ATF3",
"UBE2J1... | [
26,
8,
3,
6,
1686,
41,
1599,
457,
498,
1907,
1648,
829,
454,
987,
841,
450,
981,
1362,
717,
1121,
453,
833,
839,
286,
1392,
892,
491,
1130,
1668,
697,
185,
152,
1884,
997,
1940,
644,
153,
1579,
1361,
772,
621,
73,
1600,
1051,
98... | SMCs | VUILD107MF | VUILD107MF_aaaabmmc-1 | 1,544.79 | 2,438.52 | Lung | Disease | [
0,
0,
0,
1,
1,
1,
1,
2,
2,
2,
5,
5,
5,
5,
15,
15
] | [
1,
2,
5,
0,
2,
5,
15,
0,
1,
5,
0,
1,
2,
15,
1,
5
] | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1
] | [
41,
41
] | T10 | Human | Xenium | null |
[
0,
0,
1529.4117431640625,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
117.64705657958984,
0,
0,
0,
0,
0,
0,
0,
0,
117.64705657958984,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabmmk-1 | [
"SPARCL1",
"ACTA2",
"COL1A2",
"FN1",
"COL3A1",
"SNAI2",
"HLA-DRA",
"CTNNB1",
"UCHL3",
"ITM2C",
"NHSL2",
"MEG3",
"ITGB1",
"ITGAV",
"NOX4",
"MAL",
"SLC25A4",
"BCL2L1",
"SFRP2",
"ATF4",
"EPAS1",
"EMG1",
"PDGFRB",
"PDIA3",
"SPCS3",
"FGF7",
"DCN",
"WWTR1",
"CSPG4",... | [
26,
8,
3,
6,
1686,
41,
454,
717,
457,
1658,
841,
498,
1886,
997,
1257,
1156,
989,
987,
1277,
1133,
1630,
187,
1599,
153,
629,
621,
1361,
1362,
1688,
697,
546,
1935,
489,
1088,
453,
1907,
1121
] | SMCs | VUILD107MF | VUILD107MF_aaaabmmk-1 | 1,579.98 | 2,344.01 | Lung | Disease | [
0,
0,
0,
0,
0,
0,
0,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
3,
3,
3,
3,
3,
3,
3,
4,
4,
4,
4,
5,
5,
5,
5,
5,
30,
30,
30,
30,
31,
31,
31,
31,
31
] | [
1,
2,
3,
4,
5,
30,
31,
0,
2,
3,
4,
5,
30,
31,
0,
1,
3,
5,
31,
0,
1,
2,
4,
5,
30,
31,
0,
1,
3,
30,
0,
1,
2,
3,
31,
0,
1,
3,
4,
0,
1,
2,
3,
5
] | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1
] | [
33,
33
] | T10 | Human | Xenium | null |
[
0,
0,
600,
0,
0,
0,
0,
100,
100,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
100,
0,
0,
100,
0,
0,
0,
100,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
200,
0,
400,
0,
0,
... | train | [
"ABCC2",
"ACKR1",
"ACTA2",
"AGER",
"AGR3",
"AIF1",
"AKR1B10",
"AKR1C1",
"AKR1C2",
"ANKRD28",
"APLN",
"APLNR",
"ASCL1",
"ATF3",
"ATF4",
"ATF6",
"ATG7",
"ATP2A3",
"AXIN2",
"AXL",
"BANK1",
"BAX",
"BCL2",
"BCL2L1",
"BCL2L11",
"BMP4",
"BMPR2",
"BPIFA1",
"C1QC",
"... | aaaabljj-1 | [
"SFRP2",
"CD68",
"HLA-DRA",
"SPARCL1",
"LUM",
"ITM2C",
"ACTA2",
"DCN",
"SOD2",
"CD44",
"SCGB1A1",
"COL1A2",
"CST3",
"PTGDS",
"VIM",
"SFRP4",
"CD14",
"HIF1A",
"SSR3",
"HLA-DQA1",
"CCN2",
"STAT1",
"HERPUD1",
"SLC25A4",
"SMAD4",
"COL3A1",
"RNASE1",
"RHOA",
"PDGFR... | [
26,
8,
3,
6,
1599,
334,
841,
1686,
1121,
997,
41,
546,
1668,
324,
1560,
454,
491,
1448,
1907,
1600,
297,
829,
1709,
838,
284,
1714,
820,
1630,
1648,
457,
1511,
1505,
1361,
1362,
629,
1687,
273,
1370,
849,
1884,
80,
986,
894,
1088,... | Macrophages | VUILD107MF | VUILD107MF_aaaabljj-1 | 1,597.79 | 2,455.58 | Lung | Disease | [
0,
0,
0,
0,
1,
1,
1,
1,
4,
4,
4,
4,
6,
6,
6,
6,
14,
14,
14,
14
] | [
1,
4,
6,
14,
0,
4,
6,
14,
0,
1,
6,
14,
0,
1,
4,
14,
0,
1,
4,
6
] | [
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1
] | [
45,
45
] | T10 | Human | Xenium | null |