Although several studies have demonstrated a prognostic role of dynamic changes in NLR in various cancers, due to data limitations, including missing post-immunotherapy NLR values, incomplete PD-L1/CPS data, and the lack of HPV infection information, we were unable to explore several potentially important associations (50–58, 60–64). The gene discussed is CD274; the disease is cancer.