ESR1 (OR: 1.184, 95% CI: 1.000–1.405, p = 0.054), IL6 (OR: 1.231, 95% CI: 0.995–1.523, p = 0.056), and TP53 (OR: 1.026, 95% CI: 0.804–1.311, p = 0.831) were all risk factors for CKD, but not statistically significant. This evidence concerns the gene IL6 and chronic kidney disease.