While we found that NT-proBNP is higher in women compared to men—which is in line with previous studies15,23,48 and mediated by lower circulating androgens48—we did not find an association between NT-proBNP and measures of obesity. This evidence concerns the gene NPPB and obesity due to melanocortin 4 receptor deficiency.