The triglyceride-glucose (TyG) index was commonly associated with early-stage NAFLD screening; cytokeratin-18 (CK18) was linked to NASH detection, while adiponectin and osteopontin (OPN) were related to liver fibrosis. The gene discussed is KRT18; the disease is metabolic dysfunction-associated steatotic liver disease.