Malnutrition assessment according to the MNA and serum albumin levels successfully predicted all-cause mortality; post hoc analysis to compare normal vs. risk of malnutrition, normal vs. malnutrition, and risk of malnutrition vs. malnutrition showed that they were all statistically significant in both assessments. The gene discussed is ALB; the disease is malnutrition.