Although the highest adiponectin tertile was inversely associated with obesity and abdominal obesity, the intermediate tertile showed positive associations, and no significant associations were observed when adiponectin was analysed as a continuous variable (per log‐unit increase) after adjustment for confounding variables. The gene discussed is ADIPOQ; the disease is obesity due to melanocortin 4 receptor deficiency.