Additionally, the correlation analysis conducted between VRK1 and the pan-cancer immunomodulatory factors indicates a strong correlation between VRK1 expression and the expression of immunomodulatory genes, particularly in LIHC and THYM. This evidence concerns the gene VRK1 and cancer.