ReviewEuropean urology2015
Prognostic and Prediction Tools in Bladder Cancer: A Comprehensive Review of the Literature.
Review in European urology, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 150 papers, 7 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
150 citing papers in PubMed, 7 syntheses or guidelines pooled it.
- Impact of sex on outcomes after surgery for non-muscle-invasive and muscle-invasive bladder urothelial carcinoma: a systematic review and meta-analysis.World journal of urology · 2023Pooled it
- Blood-Based Biomarkers as Prognostic Factors of Recurrent Disease after Radical Cystectomy: A Systematic Review and Meta-Analysis.International journal of molecular sciences · 2023Pooled it
- Prognostic value of preoperative hematologic biomarkers in urothelial carcinoma of the bladder treated with radical cystectomy: a systematic review and meta-analysis.International journal of clinical oncology · 2020Pooled it
- The clinicopathological characteristics and prognostic value of squamous differentiation in patients with bladder urothelial carcinoma: a meta-analysis.World journal of urology · 2020Pooled it
- Prognostic Role of Platelet-to-Lymphocyte Ratio in Patients With Bladder Cancer: A Meta-Analysis.Frontiers in oncology · 2019Pooled it
- Using microRNAs as Novel Predictors of Urologic Cancer Survival: An Integrated Analysis.EBioMedicine · 2018Pooled it
- The prognostic significance of long noncoding RNAs in bladder cancer: A meta-analysis.PloS one · 2018Pooled it
- A Genomic-clinicopathologic Nomogram for the Preoperative Prediction of Lymph Node Metastasis in Bladder Cancer.EBioMedicine · 2018Trial
- Neutrophil-to-lymphocyte ratio as a bladder cancer biomarker: Assessing prognostic and predictive value in SWOG 8710.Cancer · 2017Trial
- Analytical Performance of ELISA Assays in Urine: One More Bottleneck towards Biomarker Validation and Clinical Implementation.PloS one · 2016Trial
- An interpretable contrast-enhanced CT-based cross-attention transformer model for predicting progression-free survival in muscle-invasive bladder cancer: a multicenter study.Abdominal radiology (New York) · 2026Article
- Long-term survival prognosis and risk stratification after radical cystectomy with Mainz Pouch II urinary diversion: a retrospective cohort study and prognostic model construction.Translational andrology and urology · 2026Article
- A multi-modal approach for decision making in bladder cancer.Nature reviews. Urology · 2026Review
- Machine learning-based identification of basement membrane-related signature to predict recurrence and immunotherapy benefit in bladder cancer.Immunologic research · 2026Article
- Prognostic Impact of the Gustave Roussy Immune Score on Cancer-Specific Survival and Treatment Completion in Patients with Bladder Cancer.Diagnostics (Basel, Switzerland) · 2026Article
- Identification of multicohort-based predictive signature for NMIBC recurrence reveals SDCBP as a novel oncogene in bladder cancer.Annals of medicine · 2025Article
- Evaluating the reliability of large language models for clinical data extraction in bladder cancer prognosis.Scientific reports · 2025Article
- Article
- Development and external validation of a FISH-clinical nomogram for predicting overall survival in bladder cancer patients after radical cystectomy.BMC cancer · 2025Article
- Recent Advances in Artificial Intelligence for Precision Diagnosis and Treatment of Bladder Cancer: A Review.Annals of surgical oncology · 2025Review
90 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
10 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
contextThis review focuses on risk assessment and prediction tools for bladder cancer (BCa).
objectiveTo review the current knowledge on risk assessment and prediction tools to enhance clinical decision making and counseling of patients with BCa. EVIDENCE ACQUISITION: A literature search in English was performed using PubMed in July 2013. Relevant risk assessment and prediction tools for BCa were selected. More than 1600 publications were retrieved. Special attention was given to studies that investigated the clinical benefit of a prediction tool. EVIDENCE SYNTHESIS: Most prediction tools for BCa focus on the prediction of disease recurrence and progression in non-muscle-invasive bladder cancer or disease recurrence and survival after radical cystectomy. Although these tools are helpful, recent prediction tools aim to address a specific clinical problem, such as the prediction of organ-confined disease and lymph node metastasis to help identify patients who might benefit from neoadjuvant chemotherapy. Although a large number of prediction tools have been reported in recent years, many of them lack external validation. Few studies have investigated the clinical utility of any given model as measured by its ability to improve clinical decision making. There is a need for novel biomarkers to improve the accuracy and utility of prediction tools for BCa.
conclusionsDecision tools hold the promise of facilitating the shared decision process, potentially improving clinical outcomes for BCa patients. Prediction models need external validation and assessment of clinical utility before they can be incorporated into routine clinical care. PATIENT SUMMARY: We looked at models that aim to predict outcomes for patients with bladder cancer (BCa). We found a large number of prediction models that hold the promise of facilitating treatment decisions for patients with BCa. However, many models are missing confirmation in a different patient cohort, and only a few studies have tested the clinical utility of any given model as measured by its ability to improve clinical decision making.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.