No significant interactions were observed between TNNI3K rs1514176, CDKAL1 rs2206734, GIPR rs11671664 or the obesity risk GRS and the basic PA/MET score on BMI/BAI at baseline, follow-up or change. The gene discussed is GIPR; the disease is obesity due to melanocortin 4 receptor deficiency.