In our sub-group of patients with non-elevated BNP defined as HFpEF, a high proportion of obesity (BMI ≥30 kg/m2 in 81%) was observed which may additionally account for the supressed BNP levels[67]. This evidence concerns the gene NPPB and obesity due to melanocortin 4 receptor deficiency.