MSH5 and diabetic kidney disease: Through TWAS and MR analysis, we identified MSH5, ZNF165, ZKSCAN8, and ZSCAN9 as novel protective factors exhibiting moderate protective effects (ORs generally ranging from 0.51 to 0.85) against DKD.