The circulating levels of a large panel of immune checkpoint-related proteins (including soluble BTLA, PD-1, PD-L1, PD-L2, CTLA-4, TIMP-3, LAG-3...) were measured using a multiplex Luminex assay in 182 ccRCC patients. Here, CTLA4 is linked to nonpapillary renal cell carcinoma.