Furthermore, an increase in M2 macrophages and γδ T cells, and a decrease in Tfh cells may be associated with NASH pathogenesis, and correlated with CASP1, IL33, and IRF9. The gene discussed is IRF9; the disease is metabolic dysfunction-associated steatohepatitis.