GINS4 and cholangiocarcinoma: Data from the Tumor Immune Estimation Resource (TIMER) database demonstrated that GINS4 mRNA expression was significantly elevated in multiple solid tumors, such as HCC, lung squamous cell carcinoma, gastric cancer, cholangiocarcinoma, and esophageal cancer (Figure 3A).