CD8A and nonpapillary renal cell carcinoma: In ccRCC, the interactions between GSN+ iCAFs and CD8+ exhausted T (Tex) cells were identified as a potential mechanism influencing immunotherapy efficacy, confirmed by in vitro and in vivo experiments.