PDCD1 and neoplasm: This stratification resulted in a large area under the receiver operating characteristic curve (AUROC) scores, indicating that a high abundance of tumor-infiltrating TRM-like cells is a predictive marker of the anti-PD-1 response (Fig. 5j).