Given the involvement of these genes in crucial metabolic and behavioral pathways, investigating single nucleotide variants (SNVs) within FOXO3A, AMPK, and POMC can offer valuable insights into the molecular mechanisms driving obesity. Here, FOXO3 is linked to obesity due to melanocortin 4 receptor deficiency.