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 TAS2R38 and obesity due to melanocortin 4 receptor deficiency.