These genes included the three central genes from Network 1 (Plg, Dcn and Trappc4), all five genes from Network 2 and additional two genes that were consequently up-regulated during the progression to NASH (Ikbip, Emp1). This evidence concerns the gene PLG and metabolic dysfunction-associated steatohepatitis.