In conclusion, a PRS model using SEC16B_rs543874, DNAJC27_rs713586, BDNF_rs6265, MC4R_ rs6567160, and GIPR_rs1444988703 had gene−gene interactions which elevated the obesity risk. This evidence concerns the gene GIPR and obesity due to melanocortin 4 receptor deficiency.