ArticleCancer medicine2021
Pretreatment Glasgow prognostic score predicts survival among patients with high PD-L1 expression administered first-line pembrolizumab monotherapy for non-small cell lung cancer.
Article in Cancer medicine, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 papers, 5 of them syntheses that pooled it.
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Who cites it
26 citing papers in PubMed, 5 syntheses or guidelines pooled it, 34 citations in OpenAlex.
- Neutrophil-to-lymphocyte ratio as a prognostic biomarker in lung cancer patients treated with PD-1/PD-L1 inhibitors: A systematic review and meta-analysis.Biomolecules & biomedicine · 2026Pooled it
- Before-treatment body mass index as a prognostic factor in cancer patients receiving immune checkpoint inhibitors: a systematic review and dose-response meta-analysis.Frontiers in immunology · 2026Pooled it
- Systematic literature review of real-world evidence on overall survival in cancer patients before and after the approval of anti-PD-(L)1 therapy.Frontiers in oncology · 2025Pooled it
- Effectiveness and safety of pembrolizumab for patients with advanced non-small cell lung cancer in real-world studies and randomized controlled trials: A systematic review and meta-analysis.Frontiers in oncology · 2023Pooled it
- Prognostic Impact of Body Mass index in Lung Cancer Patients Receiving Immune Checkpoint Inhibitors: An Updated Systematic Review and Meta-Analysis.Technology in cancer research & treatmentPooled it
- Integration of hierarchical clustering in hematologic biomarkers prediction for endocrine toxicity during immunotherapy in lung cancer patients.Scientific reports · 2026Article
- Baseline neutrophil-to-lymphocyte ratio as a prognostic biomarker in advanced non-small cell lung cancer patients treated with immune checkpoint inhibitors: a systematic review and meta-analysis.Translational cancer research · 2026Article
- Concurrent Chemoradiotherapy with Daily Low-Dose Carboplatin in Older Patients with Unresectable Locally Advanced Non-Small-Cell Lung Cancer: Clinical Outcomes and Prognostic Significance of Systemic Inflammation Markers.Current oncology (Toronto, Ont.) · 2026Article
- Comparative predictive value of immunotherapy biomarkers: a systematic review and network meta-analysis.International journal of surgery (London, England) · 2026Article
- Prognostic relevance of TROP2 expression in patients with non-small cell lung cancer receiving immunotherapy.Scientific reports · 2025Article
- Baseline (modified) Glasgow prognostic score as a predictor of therapeutic response to immune checkpoint inhibitors in solid tumors: A systematic review and meta‑analysis.Oncology letters · 2025Article
- A Review of the Prognostic Significance of Neutrophil-to-Lymphocyte Ratio in Nonhematologic Malignancies.Diagnostics (Basel, Switzerland) · 2024Review
- Article
- Pembrolizumab monotherapy survival benefits in metastatic non-small-cell lung cancer: a systematic review of real-world data.Discover oncology · 2024Review
- Article
- Clinical impact of inflammatory and nutrition index based on metabolic tumor activity in non‑small cell lung cancer treated with immunotherapy.Oncology letters · 2024Article
- Investigation of response factors for monotherapy with immune checkpoint inhibitors in non-small cell lung cancer patients with PD-L1 expression <50.Thoracic cancer · 2023Article
- Using the neutrophil-to-lymphocyte ratio to predict the outcome of individuals with nonsquamous non-small cell lung cancer receiving pembrolizumab plus platinum and pemetrexed.Thoracic cancer · 2023Article
- Article
- Naples Prognostic Score as an Independent Predictor of Survival Outcomes for Resected Locally Advanced Non-Small Cell Lung Cancer Patients After Neoadjuvant Treatment.Journal of inflammation research · 2023Article
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Authors and funding
15 authors at 6 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThere are no established biomarkers for predicting the efficacy of first-line pembrolizumab monotherapy in patients with high programmed death-ligand 1 (PD-L1) expression. In this study, we investigated whether the Glasgow prognostic score (GPS), neutrophil-to-lymphocyte ratio (NLR), and body mass index (BMI) can be used to evaluate the effect of first-line pembrolizumab monotherapy in patients with advanced non-small cell lung cancer (NSCLC) who express high levels of PD-L1.
methodsWe 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. The Kaplan-Meier method and Cox proportional hazard models were used to examine differences in progression-free survival (PFS) and overall survival (OS). The GPS, NLR, and BMI were calculated using C-reactive protein and albumin concentrations, neutrophil and lymphocyte counts, and body weight and height, respectively.
resultsThe GPS independently predicted the first-line pembrolizumab monotherapy efficacy, as a good GPS (GPS 0-1) was associated with a significantly better PFS and OS compared to a poor GPS (GPS 2) (PFS: 11.8 vs. 2.9 months, p < 0.0001; OS: not reached vs. 8.3 months, p < 0.0001). Furthermore, BMI independently predicted efficacy, as patients with high BMI (BMI ≥21.4) exhibited significantly better OS compared to those with low BMI (BMI <21.4) (OS: not reached vs. 14.1 months, p = 0.006).
conclusionsAmong patients with high PD-L1 expression undergoing first-line pembrolizumab monotherapy for NSCLC, the GPS is significantly correlated with both PFS and OS, and BMI with OS, indicating that they could be used to predict treatment outcome in these patients. To the best of our knowledge, this is the first study to assess the relationship among the GPS, NLR, and BMI and survival among patients with high PD-L1 expression undergoing first-line pembrolizumab monotherapy for NSCLC.
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