Strikingly, the top 20 most enriched genes contained many famous NASH-related genes, such as c-MYC, SMAD2 and SMAD3 (Fig. 3D–E) [43–46]. This evidence concerns the gene SMAD2 and metabolic dysfunction-associated steatohepatitis.