Importantly, T cell population with high PD-1 expression is usually accompanied with elevated coinhibitory markers or activation markers, including CD38 which has been identified as a T cell exhaustion marker in ccRCC 23. Here, PDCD1 is linked to nonpapillary renal cell carcinoma.