Further decreased levels of Beclin-1 expression and increased expression of autophagy-related genes, such as Atg3, Atg16L, and Atg12, prevented galangin-induced apoptosis on HCC cells [187]. This evidence concerns the gene ATG12 and hepatocellular carcinoma.