Through comprehensive lactyl-proteomic analysis, we discovered that heterogeneous nuclear ribonucleoprotein A1 (HNRNPA1) is a major lactylated protein in BLCA. The gene discussed is HNRNPA1; the disease is bladder transitional cell carcinoma.