We also identified SNPs in two genes, PFKFB3 and CABP5, which are associated with obesity in other studies (Scuteri et al. 2007; Jiao et al. 2008; Nakajima et al. 2016). This evidence concerns the gene CABP5 and obesity due to melanocortin 4 receptor deficiency.