Among the five key CNVs and seven key SNPs, PCDH9 was reported to inhibit HCC cell proliferation by inducing cell cycle arrest at the G0/G1 phase, and the frequent deletion was observed in Lv et al.’s47 and our study (Fig. 4A). The gene discussed is PCDH9; the disease is hepatocellular carcinoma.