In rats fed a high-fat diet, a logically constructed GLP-1 and glucagon receptor bifunctional agonist successfully restored glucose tolerance and reduced obesity. The gene discussed is GLP1R; the disease is obesity due to melanocortin 4 receptor deficiency.