Interestingly, a third group of genes (CPE, NPY5R, DRD3, TAS2R38, SLC18A1, G6PC3, NPY1R, and VLDLR) was highly associated with both neurological and obesity concepts. This evidence concerns the gene G6PC3 and obesity due to melanocortin 4 receptor deficiency.