Some of the common genes that have been associated with obesity and PD are: GNPDA2 (Lachén-Montes et al., 2019) CD38, TNFα, and PAI-1 (Pan et al., 2018) that will be discussed below. This evidence concerns the gene GNPDA2 and obesity due to melanocortin 4 receptor deficiency.