The PKHD1 gene has been associated to T2DM (53), coronary artery disease (49, 74), cardiac troponin T levels (75), and obesity-related traits (44, 57, 76). This evidence concerns the gene PKHD1 and obesity due to melanocortin 4 receptor deficiency.