The findings from NHANES suggest that malnutrition assessed by CONUT is significantly associated with higher diabetes prevalence in HF, which may be attributed to factors altering total cholesterol, lymphocyte count and serum albumin. The gene discussed is ALB; the disease is diabetes mellitus.