We identified three major stromal cell types (Fig. 1B), including cancer-associated fibroblasts (CAFS; FAP, COL1A1), perivascular-like cells (PVL; PDGFRA, PDGFRB), and endothelial cells (PECAM1, CD34). This evidence concerns the gene COL1A1 and cancer.