CD274 and neoplasm: However, PD-L1 testing is not universally predictive and may not fully capture the complex tumor-immune microenvironment. Studies have shown a correlation between PD-L1 expression levels and the efficacy of ICIs; higher PD-L1 expression in tumors tends to respond better to ICIs.