ATG7 and hepatocellular carcinoma: For instance, the systemic mosaic deletion of Atg5 and liver-specific Atg7−/− has been shown to cause benign liver adenoma development [31], while Beclin-1 haploinsufficiency induces spontaneous HCC formation [29].