In parallel, CDCP1-high tumor cells condition fibroblasts toward a myofibroblastic, pro-tumor phenotype (α-SMA, FAP, PDGFRβ, S100A4 upregulation), linking a tumor-intrinsic epigenetic program to stromal reprogramming. Here, CDCP1 is linked to neoplasm.