Thus, we demonstrated that FABP4 and MMP9 hepatic mRNA expression levels could be used as predictive markers for clinical outcomes in patients with NAFL and/or NASH and we were able to build a prediction model (Fig. 6D). Here, MMP9 is linked to non-alcoholic fatty liver.