For example, PD-L1 is a predictive biomarker for first-line atezolizumab treatment for NSCLC patients, but the anti-cancer efficacy is not associated with PD-L1 expression for second-line atezolizumab treatment [15,99,100]. This evidence concerns the gene CD274 and non-small cell lung carcinoma.