Overall, this study identified that METTL3 high status, is associated with poor prognosis and HPV status, and serves as a mediator of the immunosuppressive tumor microenvironment in HPV-associated cancer, which provides a promising therapeutic target for anti-cancer immunotherapy. This evidence concerns the gene METTL3 and cancer.