Autophagy can inhibit tumorigenesis, and increasing TM4SF1 expression reduces the number of autophagosomes that could inhibit liver cancer cell autophagy, thus promoting tumorigenesis (Huang et al., 2016). Here, TM4SF1 is linked to liver cancer.