In Model 2, which further adjusted for smoking, alcohol consumption, hypertension, diabetes, stroke, and CKD, Hs-CRP (OR = 1.006, p = 0.012), Log10Hs-CRP (OR = 1.684, p = 0.001), standardized Hs-CRP (OR = 1.312, p = 0.012), and the higher Hs-CRP group (OR = 2.417, p = 0.001) maintained statistical significance. This evidence concerns the gene CRP and diabetes mellitus.