TM4SF4 was markedly associated with race and sex and histological type, which suggested that Caucasian women and patients with fibrolamellar carcinoma displayed markedly higher TM4SF4 expression (Supplementary Figure 1B). Here, TM4SF4 is linked to fibrolamellar hepatocellular carcinoma.