ICOS and cancer: Low ICOS (<25th percentile RNA rank; found in 44% of 514 cancers) was independently associated with not-high (<75th percentile RNA rank) PD-1, not-high PD-L1, not-high CTLA-4, and low ICOS ligand (Supplemental Table 1 and Supplemental Figure 1(B)).