GINS1 and hepatocellular carcinoma: One study utilized bioinformatics to construct a robust ceRNA network from public datasets, demonstrating the ZFAS1/hsa-miR-150–5p/GINS1 network’s significant contribution to HCC diagnosis and prognosis (Chen et al., 2022c).