Obesity (OR: 0.65, 95% CI: 0.42–0.99; p = .041) and AIP (OR: 0.40, 95% CI: 0.21–0.75; p = .004) in the highest tertile of MUFA/PUFA were lower than the lowest one. The gene discussed is AIP; the disease is obesity disorder.