The density of CD31-negative CD8-positive cells in the tumor area correlated with pCR, and post-treatment, CD31-positive PD-L1-negative cell density decreased in the stroma of the pCR group but not in the non-pCR group (Supplementary Fig. 3, Supplementary Fig. 4). Here, CD274 is linked to neoplasm.