Table 1.
Cell type | Total genes | Genes filtered (zeros) | Genes filtered (PPC) | Differentially transcribed | Differentially transcribed in the interface (curated annotation) | ||||
---|---|---|---|---|---|---|---|---|---|
Total (up/down) | Of which cancer genes | Of which PC genes | Total (up/down) | Of which cancer genes, consistent | Of which PC genes, consistent | ||||
Epithelial | 21,618 | 5408 | 189 | 171 (139/32) | 45 (26%) | 29 (64%) | 80 (67/13) | 35 (44%) | 23 (67%) |
Fibroblast | 21,510 | 7141 | 651 | 267 (156/111) | 27 (10%) | 9 (33%) | 97 (58/39) | 17 (18%) | 7 (41%) |
Myeloid | 22,507 | 13,836 | 2695 | 900 (827/73) | 56 (6%) | 11 (20%) | 261 (238/23) | 32 (12%) | 10 (31%) |
T cell | 21,716 | 8807 | 540 | 288 (195/93) | 42 (15%) | 18 (42%) | 83 (55/28) | 26 (31%) | 15 (58%) |
PPC posterior predictive check, PC prostate cancer. “Of which” refers to the gene selection relative to the category adjacent on the left. “Interface” refers to cell-surface and secreted protein-coding genes. “Curated” refers to the curated database for cellular-interface genes produced in our study (Supplementary file 2). “Consistent” refers to a consistent direction of transcriptional change according to the curated database. Genes were labelled as “cancer genes” if present in the tier1 COSMIC databasehttps://paperpile.com/c/BQQ95X/zLPNs [46] or labelled as such in our manually curated cell-type-specific database (Supplementary file 2). Genes were labelled as “prostate cancer genes” if present in the tier1 COSMIC prostate cancer database datasethttps://paperpile.com/c/BQQ95X/zLPNs [46] or labelled as such in our manually curated cell-type-specific database (Supplementary file 2)