Recent advances in pharmacotherapy, including GLP-1 receptor agonists, THR-β agonists and SGLT2 inhibitors, have shown clinically meaningful improvements in metabolic parameters and hepatic steatosis, although their impact on fibrosis and long-term disease modification remains uncertain. This evidence concerns the gene GLP1R and fatty liver disease.