CD8A and neoplasm: We identify and forecast the functions of CAP in enhancing tumor antigen secretion and CD8+ T cell cytotoxicity, repolarizing TAM from the M2 to the M1 state, modulating p53‐driven CAF hierarchy toward enhanced drug sensitivity, and blocking the differentiation of MSCs to CAFs for reduced cancer stemness.