GPT and chronic kidney disease: Our study’s methodological strength lies in its comprehensive covariate adjustment, which surpasses previous investigations by incorporating lifestyle indicators and additional biochemical markers, including ALT, AST, GGT, and LDL-c—parameters demonstrated to be associated with CKD risk (79, 80).