Nontraditional lipid parameters, particularly AIP and RC, show superior predictive value over traditional lipid parameters in identifying abnormal glucose metabolism in NAFLD patients. The gene discussed is AIP; the disease is metabolic dysfunction-associated steatotic liver disease.