Therefore, we defined these 6 genes (AKR1B10/SPP1/CD24/UBD/FABP4/STMN2) as progress-related genes that play a vital role in the progression of NAFLD. The gene discussed is FABP4; the disease is metabolic dysfunction-associated steatotic liver disease.