In our study, patients with high levels of NT-proBNP were more likely to have a BMI ≤ 23 Kg/m2 (55.8%) than the others (29%) (Table 1) and also more likely to have had a weight loss that is also a malnutrition criterion according to the ISRMN definition [3]. This evidence concerns the gene NPPB and malnutrition.