Another example of heterogeneity that must be taken into account is the temporal heterogeneity of the different expression of biomarkers like PD-L1 in different stages of tumor progression, or the changes of histological type and mutation status during lung cancer targeted therapy (30, 31). Here, CD274 is linked to neoplasm.