Notably, variants in the CDKAL1, ADCY3, ADRA2A, and NPY2R genes showed strong associations with metabolic traits such as waist circumference, insulin resistance, and obesity. Here, ADRA2A is linked to obesity due to melanocortin 4 receptor deficiency.