The multiple logistic regression analysis was performed using the GNRI, BI, age, sex, BMI, NYHA functional class III/IV, dyslipidemia, eGFR, CRP, and TP levels as explanatory variables. This evidence concerns the gene CRP and metabolic syndrome.