Additionally, our model is more accurate than a similar model by Matsubara developed to predict cardiovascular events in MHD patients and that included age, diabetes status, history of CV events, dialysis time per session, and serum phosphorus and albumin levels. The gene discussed is ALB; the disease is diabetes mellitus.