ATG7 and hepatocellular carcinoma: However, a later study found that hepatocyte-specific knockout of ATG7 resulted in hepatomegaly and hepatocellular carcinoma, suggesting autophagy deficiency might promote tumorigenesis in hepatobiliary tissues17.