GCKR and fatty liver disease: In summary, the phenotypic effects of GCKR gene mutations can be amplified by the interaction of genetic and metabolism factors, positioning the GCKR gene as a key mediator linking metabolic damage to inflammation and fibrosis in fatty liver disease.