FR exhibited a high level of basement membrane proteins and fibroblast lineage markers (COL4A1, FBLN5, DCN, DPT) and is enriched for ECM organization, wound-healing, and cell adhension pathways (Fig. 2e, f), suggesting a potential shared mechanism between tumor-surrounding stroma and tissue repair. This evidence concerns the gene COL4A1 and neoplasm.