Only a small minority of HFpEF patients in our study had BNP levels below ESC diagnostic thresholds (14%) which is unsurprising given the high burden of obesity observed [42]. The gene discussed is NPPB; the disease is obesity due to melanocortin 4 receptor deficiency.