APOE ε4ε4 was associated with a reduced prevalence of obesity (OR = 0.78), and ε2ε2 with an increased prevalence of obesity (OR = 1.22) compared with ε3ε3. The gene discussed is APOE; the disease is obesity due to melanocortin 4 receptor deficiency.