Through further analysis of the immune, we found that most of infiltrated immune cells, including macrophages, activated dendritic cells, immature dendritic cells, activated CD8 T-cells, effector memory CD4 T cells, nature killer T cells, activated B cells, and immature B cells were higher in NASH patients compared with healthy controls. Here, CD4 is linked to metabolic dysfunction-associated steatohepatitis.