PDGFRα+ITGA11+ CAFs are correlated with lympho-vascular invasion in bladder cancer, and these CAFs promote lympho-vascular invasion and lymphatic metastasis in bladder cancer. Here, ITGA11 is linked to urinary bladder carcinoma.