Furthermore, we explored the underlying mechanisms by which KIF20A regulates HCC progression, the tumor immune microenvironment (TiME), and immune responses using both bulk RNA-seq and scRNA-seq. Here, KIF20A is linked to hepatocellular carcinoma.