The multivariate logistic regression analysis showed that dietary calorie intake adequacy <60% was an independent predictor of worse clinical outcomes after adjustment for age, BMI, NYHA functional class III, diabetes, LVEF, serum albumin, eGFR, and log BNP in chronic HF patients. The gene discussed is ALB; the disease is diabetes mellitus.