Finally, model 4 showed increasing prevalence of DKD via a per unit increase in KIM-1 (PR: 1.25; 95% CI: 1.14 to 1.38; p < 0.001) and ANGPTL-4 (PR: 3.40; 95% CI: 2.32 to 4.98; p < 0.001) on the log scale. This evidence concerns the gene HAVCR1 and diabetic kidney disease.