Here, BNP/NT-proBNP levels and/or EFT are reported in patients with heart failure either in response to nutritional status, with other comorbidities such as type 2 diabetes (T2D), or to stratify those with reduced or preserved ejection fraction. Here, NPPB is linked to type 2 diabetes mellitus.