The expression of the NADPH oxidase components p47, p67, Cyba, and Cybb in the PVAT was significantly upregulated by obesity, and reversed after pioglitazone treatment. The gene discussed is FMO5; the disease is obesity due to melanocortin 4 receptor deficiency.