These factors include diabetes (odds ratio [OR]: 2.404, 95% confidence interval [CI]: 1.326–4.358, p = .004), LVEF (OR: 0.961, 95%CI: 0.922–1.001, p = .058), CRP (OR: 1.153, 95%CI: 1.084–1.227, p < .001), RDW (OR: 1.386, 95%CI: 1.048–1.832, p = .022), ALB (OR: 0.851, 95%CI: 0.783–0.924, p < .001), UA (OR: 1.007, 95% CI: 1.004–1.010, p < .001), and UAR (OR: 1.383, 95%CI: 1.219–1.570, p < .001). The gene discussed is ALB; the disease is diabetes mellitus.