Thus, a more pro-inflammatory tumor milieu is a plausible explanation for our findings, i.e. a higher proportion of PD-L1+ leukocytes in the microenvironment in relapse biopsies in the treated group, and an indication of a higher proportion of PD-L1+ leukocytes in the untreated group. Here, CD274 is linked to neoplasm.