ArticleJournal for immunotherapy of cancer2021
Modified Glasgow Prognostic Score associated with survival in metastatic renal cell carcinoma treated with immune checkpoint inhibitors.
Article in Journal for immunotherapy of cancer, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers, 2 of them syntheses that pooled it.
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Who cites it
19 citing papers in PubMed, 2 syntheses or guidelines pooled it, 27 citations in OpenAlex.
- Pooled it
- Prognostic value of the systemic immune-inflammation index in non-small cell lung cancer patients treated with immune checkpoint inhibitors: a systematic review and meta-analysis.Frontiers in oncology · 2025Pooled it
- Prognostic role of the Glasgow prognostic score and modified Glasgow prognostic score in patients with renal cell carcinoma undergoing immunotherapy: a meta-analysis.Clinics (Sao Paulo, Brazil) · 2026Article
- C-Reactive Protein/Albumin Ratio (CAR)-Integrated IMDC Model Improves Risk Stratification in Metastatic Renal Cell Carcinoma.Cancers · 2026Article
- Hypoalbuminemia induces immunosuppression through disorder in macrophages and drives resistance to immune checkpoint inhibitors.Cancer immunology, immunotherapy : CII · 2026Article
- Article
- 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
- Pre-treatment endocrine-nutritional signatures predict clinical benefit from PD-1/PD-L1 blockade in hematologic malignancies.Frontiers in nutrition · 2025Review
- Association of baseline inflammatory biomarkers and clinical outcomes in patients with advanced renal cell carcinoma treated with immune checkpoint inhibitors.Therapeutic advances in medical oncology · 2025Article
- Preoperative systemic inflammatory biomarkers can improve recurrence prediction of non-muscle invasive bladder cancer after endoscopic resection - a prospective observational study.Contemporary oncology (Poznan, Poland) · 2025Article
- Immunotherapy of Clear-Cell Renal-Cell Carcinoma.Cancers · 2024Review
- Established and emerging biomarkers of immunotherapy in renal cell carcinoma.Immunotherapy · 2024Review
- Baseline Neutrophil-to-Eosinophil Ratio Is Associated with Outcomes in Metastatic Renal Cell Carcinoma Treated with Immune Checkpoint Inhibitors.The oncologist · 2023Article
- Initial active surveillance for patients with metastatic renal cell carcinoma: 10 years' experience at a regional cancer Centre.Cancer medicine · 2023Observational
- Assessing the prognostic value of IMDC risk score for nivolumab-treated patients with renal cancer and malignant melanoma.Cancer biomarkers : section A of Disease markers · 2023Article
- The Association between Early Changes in Neutrophil-Lymphocyte Ratio and Survival in Patients Treated with Immunotherapy.Journal of clinical medicine · 2022Article
- Hypoalbuminemia predicts inferior outcome in patients with AIDS-related lymphoma.Infectious agents and cancer · 2022Article
- The Modified Glasgow Prognostic Score Predicts Survival in Gastric Cancer Patients with Normal CEA and CA19-9.Canadian journal of gastroenterology & hepatology · 2022Article
- Pretreatment Serum Lactate Dehydrogenase and Metastases Numbers as Potential Determinants of Anti-PD-1 Therapy Outcome in Nasopharyngeal Carcinoma.Cancer control : journal of the Moffitt Cancer CenterArticle
Corrections and comments
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Authors and funding
18 authors at 1 institution in 1 country.
Funding
Abstract
backgroundThe modified Glasgow Prognostic Score (mGPS) is a composite biomarker that uses albumin and C reactive protein (CRP). There are multiple immune checkpoint inhibitor (ICI)-based combinations approved for metastatic renal cell carcinoma (mRCC). We investigated the ability of mGPS to predict outcomes in patients with mRCC receiving ICI.
methodsWe retrospectively reviewed patients with mRCC treated with ICI as monotherapy or in combination at Winship Cancer Institute between 2015 and 2020. Overall survival (OS) and progression-free survival (PFS) were measured from the start date of ICI until death or clinical/radiographical progression, respectively. The baseline mGPS was defined as a summary score based on pre-ICI values with one point given for CRP>10 mg/L and/or albumin<3.5 g/dL, resulting in possible scores of 0, 1 and 2. If only albumin was low with a normal CRP, no points were awarded. Univariate analysis (UVA) and multivariate analysis (MVA) were carried out using Cox proportional hazard model. Outcomes were also assessed by Kaplan-Meier analysis.
results156 patients were included with a median follow-up 24.2 months. The median age was 64 years and 78% had clear cell histology. Baseline mGPS was 0 in 36%, 1 in 40% and 2 in 24% of patients. In UVA, a baseline mGPS of 2 was associated with shorter OS (HR 4.29, 95% CI 2.24 to 8.24, p<0.001) and PFS (HR 1.90, 95% CI 1.20 to 3.01, p=0.006) relative to a score of 0; this disparity in outcome based on baseline mGPS persisted in MVA. The respective median OS of patients with baseline mGPS of 0, 1 and 2 was 44.5 (95% CI 27.3 to not evaluable), 15.3 (95% CI 11.0 to 24.2) and 10 (95% CI 4.6 to 17.5) months (p<0.0001). The median PFS of these three cohorts was 6.7 (95% CI 3.6 to 13.1), 4.2 (95% CI 2.9 to 6.2) and 2.6 (95% CI 2.0 to 5.6), respectively (p=0.0216). The discrimination power of baseline mGPS to predict survival outcomes was comparable to the IMDC risk score based on Uno's c-statistic (OS: 0.6312 vs 0.6102, PFS: 0.5752 vs 0.5533).
conclusionThe mGPS is prognostic in this cohort of patients with mRCC treated with ICI as monotherapy or in combination. These results warrant external and prospective validation.
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