We further found that C1 tumor cells exhibit strong interactions with cancer-associated fibroblasts (CAF) via the COLLAGEN pathway, actively release VEGF signals, and significantly engage in NOTCH signaling (Supplementary Figure S3E). The gene discussed is VEGFA; the disease is cancer.