The results showed that EGR1, KLF6, FOSL1, and FOS were negatively correlated with the cytochrome P450 functional pathway, consistent with the increase in cytochrome P450 metabolism in NASH liver-like organs (McCarron et al., 2021). This evidence concerns the gene FOS and metabolic dysfunction-associated steatohepatitis.