Samples with increased CCL5 expression exhibited a higher aggregation of TILs, but a prominently reduced proportion of immature/mature TLS and PD-L1+ CD68+ TAMs, revealing a typical suppressive TIME in ccRCC. This evidence concerns the gene CD68 and nonpapillary renal cell carcinoma.