The finding that Atg5-/- or Atg7-/- mouse livers give rise to benign adenomas, but not malignant hepatocellular carcinomas, is likely indicative of the opposing roles that autophagy may plays at different stages of tumorigenesis. Here, ATG5 is linked to hepatocellular carcinoma.