In contrast, adiponectin levels showed inverse associations with obesity (OR 0.47, 95% CI 0.24–0.93) and abdominal obesity (OR 0.48, 95% CI 0.25–0.90) only in cross‐sectional analysis. The gene discussed is ADIPOQ; the disease is obesity due to melanocortin 4 receptor deficiency.