Subsequently, multivariate Cox proportional hazards analyses were performed to confirm whether age, duration of HD, gender, BMI, presence of DM, serum albumin levels, presence of sarcopenia, Kt/V, and nPCR were independent predictors of mortality in patients with HD. The gene discussed is ALB; the disease is diabetes mellitus.