PPARD and obesity due to melanocortin 4 receptor deficiency: In agreement with our findings, several previous studies also demonstrated no associations between the genotypes of PPARD rs2016520 or rs2267668 polymorphism and the risk of obesity (41), dyslipidemia (41, 71, 72), T2DM (41, 73) or CAD (42).