In contrast, NT-proBNP levels were higher in females, likely linked to the greater prevalence of hypertension and obesity in Indigenous women, conditions known to cause cardiac wall stress and volume overload [62,63]. This evidence concerns the gene NPPB and obesity due to melanocortin 4 receptor deficiency.