We found that ATG101, MAPT, TOP2A, MAP2K1, PLK3 and NOD2 directly interact with phosphatases to combine with other autophagy-related genes to induce apoptosis in HCC cells (Fig. 2J). This evidence concerns the gene NOD2 and hepatocellular carcinoma.