However, the limited human studies conducted to date have failed to identify which APOE allele is more prone to obesity and whether an interaction exists between APOE and adiposity on CVD risk markers [23,24,25,26,27]. This evidence concerns the gene APOE and obesity due to melanocortin 4 receptor deficiency.