CD274 and neoplasm: This article systematically reviews the current research progress on the duration of immunotherapy and discusses the potential predictive value of biomarkers such as circulating tumor DNA (ctDNA), the best efficacy response, and programmed cell death ligand 1 (PD-L1) expression levels in individualized treatment decisions.