In conclusion, our study supports the use of non-invasive parameters such as HA, OELF and ELF scores, or cytokeratin-18 fragments in diagnosing of NASH/fibrosis in those patients with NAFLD. This evidence concerns the gene KRT18 and metabolic dysfunction-associated steatohepatitis.