In this article, we thoroughly investigated the TME regulating roles of CXCL12 in BLCA and revealed its critical involvement in the development of BLCA, which was closely correlated with inflammatory fibroblasts (iCAFs). The gene discussed is CXCL12; the disease is bladder transitional cell carcinoma.