Since tumor tissue contains nontumor cells with high expression of PD-L1, such as macrophages and DCs, it might be difficult to evaluate the ratio of secreted PD-L1 expression by RNA-Seq or amplicon sequencing from bulk tumor tissue. Here, CD274 is linked to neoplasm.