On the other hand, our findings indicate that the genes SLURP1, LY6D, and WFDC1 may influence bladder cancer development through more indirect or context-specific pathways, rather than through direct causal mechanisms detectable by MR alone. This evidence concerns the gene LY6D and urinary bladder carcinoma.