The significant negative correlation between the serum copper to zinc ratio and TGF-β in patients with bladder cancer could be explained by the dual role of TGF-β in cancer progression and the dynamic changes in trace elements in the tumor microenvironment. Here, TGFB1 is linked to urinary bladder carcinoma.