In particular, colocalizations of PD-1+ T cells with any PD-L1+ cell or with PD-L1+ tumor cells, as well as colocalization of PD-1+ CD8+ Tc cells with any PD-L1+ cell, were associated with pCR in both TN and HR+HER2− tumors. The gene discussed is ERBB2; the disease is neoplasm.