Our real-world study confirms that corticosteroid treatment and poor ECOG-PS are negative predictive factors for first-line pembrolizumab monotherapy in patients with advanced high PD-L1 NSCLC. The gene discussed is CD274; the disease is non-small cell lung carcinoma.