Quantitative multiplexed IF targeting the PD-L1 and PD-1 protein levels, CD68 + macrophages, CD8 + T cells, FOXP3 + regulatory T cells, and CK + tumor cells was used to assess the association between the complex tumor-immune interrelations and the risk of recurrence. Here, CD8A is linked to neoplasm.