In the validation, by using the derived cut-offs in the CHB patients, TAG_1 showed superior predictability for NASH in CHB patients to that of serum CK-18 or ALT, which could hardly diagnose NASH in CHB patients. The gene discussed is KRT18; the disease is metabolic dysfunction-associated steatohepatitis.