No other ADIPOQ variants showed significant association with obesity in our population, underscoring rs1501299 and rs3774261 as key genetic determinants of obesity in the Tunisian population. The gene discussed is ADIPOQ; the disease is obesity due to melanocortin 4 receptor deficiency.