High CXCL12 expression was observed in ESCC and BC, with mutually exclusive distribution from COL12A1, particularly in ESCC (Figure S3c), highlighting these cancers as ideal models for CAFs subtype research. The gene discussed is COL12A1; the disease is esophageal squamous cell carcinoma.