MMP9 and metabolic dysfunction-associated steatohepatitis: Then, the PAM of both subgroups and the whole transcriptome (n = 19,085 genes) identified 330 predictive genes (229 were upregulated and 101 were downregulated) for NASH patients with high MMP9 level (Fig. 5D, Supplementary Dataset 3).