CD8A and nonpapillary renal cell carcinoma: Recent single-cell RNA sequencing (scRNA-seq) profiling of immune cells in ccRCC patients showed that inhibitory interactions between dysfunctional CD8+ T cells and tumor-associated macrophages in advanced disease were associated with worse prognosis22,23,25.