The CD4+ memory T cells cluster exhibited a prominent increase in all three groups (49.9% of the PBC group, 37.9% of the NAFLD group, and 36.3% of the alcohol group (Figure 6A). Here, CD4 is linked to metabolic dysfunction-associated steatotic liver disease.