Evidence indicates that Silent Information Regulator 4 (SIRT4) is significantly downregulated in HCC and promotes M2 polarization of macrophages through the FAO-PPARδ-STAT3 axis [107]. Here, STAT3 is linked to hepatocellular carcinoma.