These findings provide a mechanistic insight underlying ISM-driven adipose tissue browning and identify the Gnas–cAMP–AMPK pathway as a promising therapeutic target for obesity and related metabolic disorders. The gene discussed is GNAS; the disease is Other metabolic disease.