A low correlation of PD–L1 expression in tumor tissue and liquid biopsy could be due to spatial heterogeneity [29,30,42] and/or dynamic changes in PD–L1 expression in tumors which cannot be captured by a single tissue biopsy. Here, CD274 is linked to neoplasm.