While elevated NT‐proBNP levels were associated with increased all‐cause and cause‐specific mortality, obesity did not alter the relationship between elevated NT‐proBNP and cardiovascular or cancer mortality. Here, NPPB is linked to obesity due to melanocortin 4 receptor deficiency.