ATG7 and hepatocellular carcinoma: As shown in Additional file 4: Figure S3, shRNA-ATG7 and shRNA-Beclin1 could effectively inhibit the upregulation of ATG7 and Beclin1 in HCC cells during cultured in hypoxia condition.