In the study, immune infiltration analysis demonstrated that the different proportions of astrocytes, naïve CD4+ T cells, chondrocytes, epithelial cells, iDC, endothelial cells, macrophages and smooth muscle might be involved in NAFLD’s pathogenesis. This evidence concerns the gene CD4 and metabolic dysfunction-associated steatotic liver disease.