ArticleThe oncologist2021
Baseline Modified Glasgow Prognostic Score Associated with Survival in Metastatic Urothelial Carcinoma Treated with Immune Checkpoint Inhibitors.
Article in The oncologist, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers, 5 of them syntheses that pooled it.
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Who cites it
20 citing papers in PubMed, 5 syntheses or guidelines pooled it, 27 citations in OpenAlex.
- Prognostic and predictive value of pre-treatment blood-based inflammatory biomarkers in patients with urothelial carcinoma treated with immune checkpoint inhibitors: a systematic review and meta-analysis.Frontiers in immunology · 2025Pooled it
- C-reactive protein (CRP) as a prognostic biomarker in patients with urothelial carcinoma: A systematic review and meta-analysis.Critical reviews in oncology/hematology · 2024Pooled it
- Prognostic and clinicopathological significance of Systemic Immune-Inflammation Index in cancer patients receiving immune checkpoint inhibitors: a meta-analysis.Annals of medicine · 2023Pooled it
- A comprehensive analysis of Glasgow Prognostic Score (GPS)/the modified Glasgow Prognostic Score (mGPS) on immune checkpoint inhibitor efficacy among patients with advanced cancer.Cancer medicine · 2023Pooled it
- The Predictive Potential of the Baseline C-Reactive Protein Levels for the Efficiency of Immune Checkpoint Inhibitors in Cancer Patients: A Systematic Review and Meta-Analysis.Frontiers in immunology · 2022Pooled it
- Prevalence and prognostic impact of cancer cachexia in patients with bladder cancer: a multicenter retrospective study.International journal of clinical oncology · 2026Article
- Glasgow prognostic score as a predictor of adjuvant nivolumab efficacy in esophageal squamous cell carcinoma.BMC gastroenterology · 2026Article
- Association of the Modified Glasgow Prognostic Score with Overall Survival in Immunotherapy-Treated Metastatic Urothelial Carcinoma: A Single-Center Cohort Study.Urologia internationalis · 2026Article
- Prognostic factors for overall survival in castration-resistant metastatic prostate cancer treated with docetaxel (MeProCSS): results from a German real-world cohort.International urology and nephrology · 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
- Comparative Analysis of Prognostic Potential of Pretreatment Blood-Based Biomarkers in Metastatic Bladder Cancer: Modified Glasgow Prognostic Score.Journal of clinical medicine · 2025Article
- Prognostic scores for predicting overall survival in patients with metastatic renal and urothelial cancer undergoing immunotherapy - which one to use?World journal of urology · 2025Article
- A narrative review of peripheral blood parameters for urothelial carcinoma treated with systemic antitumor drugs.Translational andrology and urology · 2023Review
- Pretreatment albumin is a prognostic and predictive biomarker for response to atezolizumab across solid tumors.Clinical & translational immunology · 2023Article
- Prognostic Utility of the Modified Glasgow Prognostic Score in Urothelial Carcinoma: Outcomes from a Pooled Analysis.Journal of clinical medicine · 2022Article
- Article
- Modified Glasgow prognostic score predicts the prognosis of patients with advanced esophageal squamous cell carcinoma: A propensity score-matched analysis.Thoracic cancer · 2022Article
- The association between albumin levels and survival in patients treated with immune checkpoint inhibitors: A systematic review and meta-analysis.Frontiers in molecular biosciences · 2022Article
- Review
- Modified Glasgow Prognostic Score associated with survival in metastatic renal cell carcinoma treated with immune checkpoint inhibitors.Journal for immunotherapy of cancer · 2021Article
Corrections and comments
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Authors and funding
17 authors at 1 institution in 1 country.
Funding
Abstract
backgroundThe modified Glasgow prognostic score (mGPS), a clinical tool that incorporates albumin and C-reactive protein, has proven useful in the prognostication of multiple cancers. Several immune checkpoint inhibitors (ICIs) have been approved for the treatment of metastatic urothelial cell carcinoma (mUC), but a prognostic biomarker is needed. We investigated the impact of mGPS on survival outcomes in patients with mUC receiving ICIs. MATERIALS AND
methodsWe retrospectively reviewed patients with mUC treated with ICIs (programmed cell death protein 1 or programmed cell death ligand 1 inhibitors) at Winship Cancer Institute from 2015 to 2018. Overall survival (OS) and progression-free survival (PFS) were measured from the start date of ICI until death or clinical or radiographic progression, respectively. mGPS was defined as a summary score with one point given for C-reactive protein >10 mg/L and/or albumin <3.5 g/dL. Univariate (UVA) and multivariate (MVA) analyses were carried out using Cox proportional hazard model. These outcomes were also assessed by Kaplan-Meier analysis.
resultsA total of 53 patients were included with a median follow-up 27.1 months. The median age was 70 years, with 84.9% male and 20.8% Black. Baseline mGPS was 0 in 43.4%, 1 in 28.3% and 2 in 28.3%. Increased mGPS at the time of ICI initiation was associated with poorer OS and PFS in UVA, MVA, and Kaplan-Meier analyses.
conclusionThe mGPS may be a useful prognostic tool in patients with mUC when treatment with ICI is under consideration. These results warrant a larger study for validation. IMPLICATIONS FOR PRACTICE: The ideal prognostic tool for use in a busy clinical practice is easy-to-use, cost-effective, and capable of accurately predicting clinical outcomes. There is currently no universally accepted risk score in metastatic urothelial cell carcinoma (mUC), particularly in the immunotherapy era. The modified Glasgow prognostic score (mGPS) incorporates albumin and C-reactive protein and may reflect underlying chronic inflammation, a known risk factor for resistance to immune checkpoint inhibitors (ICIs). This study found that baseline mGPS is associated with survival outcomes in patients with mUC treated with ICIs and may help clinicians to prognosticate for their patients beginning immunotherapy.
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