Previous research has indicated that certain biomarkers such as PD-L1, tumor mutation burden (TMB), tumor-infiltrating lymphocytes (TILs), and microsatellite instability/defective mismatch repair (MSI/dMMR) can predict the population benefiting from immunotherapy. This evidence concerns the gene CD274 and neoplasm.