One approach to counteract this predicament is the biomarker-based selection of patients who are more likely to respond to ICIs, as seen in lung cancer with high PD-L1 expression, cancers with mismatch repair deficiency or cases with a high tumor mutation burden [10, 119, 120]. Here, CD274 is linked to neoplasm.