On the other hand, the HFA-PEFF score takes into account the NT-proBNP levels; however, obesity is associated with low circulating natriuretic peptide levels, which may lead to under-diagnosing HFpEF in individuals who are obese. This evidence concerns the gene NPPB and Obesity.