We reviewed data from 142 patients with high PD‐L1 expression who underwent first‐line pembrolizumab monotherapy for NSCLC at six Japanese institutions between February 2017 and June 2019 and assessed the prognostic value of the GPS, NLR, and BMI. Here, CD274 is linked to non-small cell lung carcinoma.