In addition to treatment modality, a comprehensive analysis of age, gender, duration of dialysis, history of renal insufficiency, comorbidities, and baseline levels of Hb, ALB, BNP, PTH, Ca, P, β-CTX, PINP, and BAP showed that only increasing age significantly increased the risk of mortality. The gene discussed is PTH; the disease is Renal insufficiency.