Because abnormal TGF-β signaling can result in the activation of multiple downstream genes and 9 SNPs reached statistical significance after multiple comparisons in the main effect analysis, we used combined analysis to determine whether multiple unfavorable genotypes in the TGF-β pathway have an additive effect on bladder cancer risk. Here, TGFB1 is linked to urinary bladder cancer.