UBE2S and neoplasm: Prognostic modeling was performed using CoxBoost, and UBE2S function was validated by in vitro knockdown assays.<h4>Results</h4>scRNA-seq revealed extensive remodeling of the tumor microenvironment, highlighting NK cell subpopulations with strong intercellular signaling.