Further research, particularly human studies, is needed to validate these effects and to explore the mechanisms by which GLP1-FGF21 dual agonist pharmacotherapy may modulate fetuin-A through adiponectin to contribute to the management of metabolic and liver diseases. This evidence concerns the gene GCG and liver disorder.