Our findings reveal a notable correlation between the activation of the low-density lipoprotein receptor (LDLR) gene and an elevated risk of CKD, presenting an odds ratio (OR) of 1.11 (95% CI: 1.02 to 1.22). This evidence concerns the gene VLDLR and chronic kidney disease.