Our findings highlight the significant roles of GNB1 and SCARB2 in lipid metabolism and adipocyte function, providing insights that could inform therapeutic strategies targeting these regulatory genes in obesity. The gene discussed is GNB1; the disease is obesity due to melanocortin 4 receptor deficiency.