TM4SF1 and liver cancer: TM4SF1 is a notable family member shown to regulate cell proliferation, adhesion, and metastasis in various cancers such as lung cancer [17], prostate cancer [4], breast cancer [7], liver cancer [18, 19], bladder cancer [20], and pancreatic cancer [5, 10, 21].