The combination of high MELD-XI score and low physical function measures was a significant predictor of all-cause mortality after adjusting for age, sex, body mass index (BMI), LVEF, NYHA classification, BNP, hypertension, dyslipidemia, diabetes mellitus, obesity, and current smoking. This evidence concerns the gene NPPB and metabolic syndrome.