SynthesisJournal of the National Cancer Institute2018
Prognostic Power of a Tumor Differentiation Gene Signature for Bladder Urothelial Carcinomas.
Synthesis in Journal of the National Cancer Institute, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 98 papers, 2 of them syntheses that pooled it.
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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.
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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.
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Who cites it
98 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Therapeutic responses to chemotherapy or immunotherapy by molecular subtype in bladder cancer patients: A meta-analysis and systematic review.Investigative and clinical urology · 2023Pooled it
- Statistical genomics in rare cancer.Seminars in cancer biology · 2020Pooled it
- Ethnicity-specific molecular subtypes and a machine-learning risk model in Asian patients with non-muscle-invasive bladder cancer.Scientific reports · 2026Article
- An integrated molecular classification system identifies distinct prognostic clusters of non-muscle-invasive bladder cancer.Functional & integrative genomics · 2026Article
- Multi-omic profiling defines three distinct molecular subtypes of urothelial carcinoma with implications for precision therapy.Clinical and translational medicine · 2026Article
- Research progress in augmentation strategies for PD-1/PD-L1 inhibitors in bladder cancer: from biological determinants to clinical applications.Frontiers in immunology · 2026Review
- Immune landscape of muscle-invasive bladder cancer: role of TIGIT, LAG-3, and PD-L1.Frontiers in immunology · 2026Article
- SWI/SNF-associated molecular subtypes reshape tumor microenvironmental features and inform precision therapeutic strategies in bladder cancer.Frontiers in cellular and infection microbiology · 2026Article
- Is histological grade a useful parameter in muscle-invasive urothelial bladder cancer? Results from a multicenter study on the impact of different grading systems on disease-free survival after upfront radical cystectomy.World journal of urology · 2025Article
- Prognostic analysis and immunotherapy prediction based on key receptor-ligand pairs of bladder cancer.Discover oncology · 2025Article
- Deciphering riddles in molecular subtyping of bladder cancer.Asian journal of urology · 2025Review
- Senescence-specific molecular subtypes stratify the hallmarks of the tumor microenvironment and guide precision medicine in bladder cancer.BMC cancer · 2025Article
- Epithelial cell diversity and immune remodeling in bladder cancer progression: insights from single-cell transcriptomics.Journal of translational medicine · 2025Article
- Proteomic analysis of non-muscle invasive and muscle invasive bladder cancer highlights distinct subgroups with metabolic, matrisomal, and immune hallmarks and emphasizes importance of the stromal compartment.The Journal of pathology · 2025Article
- Loss of NUMB drives aggressive bladder cancer via a RHOA/ROCK/YAP signaling axis.Nature communications · 2024Article
- MFAP3L predicts tumor microenvironment status, molecular subtypes and clinical benefit in patients with bladder cancer.Scientific reports · 2024Article
- Biomarker Profiling of Upper Tract Urothelial Carcinoma Only and with Synchronous or Metachronous Bladder Cancer.Biomedicines · 2024Article
- Bladder-sparing treatment using tislelizumab combined with gemcitabine/cisplatin in selected patients with muscle-invasive bladder cancer: a real-world study.Clinical & translational oncology : official publication of the Federation of Spanish Oncology Societies and of the National Cancer Institute of Mexico · 2024Article
- Digital spatial profiling of the microenvironment of muscle invasive bladder cancer.Communications biology · 2024Article
- A deep-learning workflow to predict upper tract urothelial carcinoma protein-based subtypes from H&E slides supporting the prioritization of patients for molecular testing.The journal of pathology. Clinical research · 2024Article
38 more citing papers are in PubMed but not listed here.
Corrections and comments
- Commented on by
- Erratum issuedCorrigendum.2019
Authors and funding
9 authors.
Funding
Abstract
Background: Muscle-invasive bladder cancers (MIBCs) cause approximately 150 000 deaths per year worldwide. Survival for MIBC patients is heterogeneous, with no clinically validated molecular markers that predict clinical outcome. Non-MIBCs (NMIBCs) generally have favorable outcome; however, a portion progress to MIBC. Hence, development of a prognostic tool that can guide decision-making is crucial for improving clinical management of bladder urothelial carcinomas. Methods: Tumor grade is defined by pathologic evaluation of tumor cell differentiation, and it often associates with clinical outcome. The current study extrapolates this conventional wisdom and combines it with molecular profiling. We developed an 18-gene signature that molecularly defines urothelial cellular differentiation, thus classifying MIBCs and NMIBCs into two subgroups: basal and differentiated. We evaluated the prognostic capability of this "tumor differentiation signature" and three other existing gene signatures including the The Cancer Genome Atlas (TCGA; 2707 genes), MD Anderson Cancer Center (MDA; 2252 genes/2697 probes), and University of North Carolina at Chapel Hill (UNC; 47 genes) using five gene expression data sets derived from MIBC and NMIBC patients. All statistical tests were two-sided. Results: The tumor differentiation signature demonstrated consistency and statistical robustness toward stratifying MIBC patients into different overall survival outcomes (TCGA cohort 1, P = .03; MDA discovery, P = .009; MDA validation, P = .01), while the other signatures were not as consistent. In addition, we analyzed the progression (Ta/T1 progressing to ≥T2) probability of NMIBCs. NMIBC patients with a basal tumor differentiation signature associated with worse progression outcome (P = .008). Gene functional term enrichment and gene set enrichment analyses revealed that genes involved in the biologic process of immune response and inflammatory response are among the most elevated within basal bladder cancers, implicating them as candidates for immune checkpoint therapies. Conclusions: These results provide definitive evidence that a biology-prioritizing clustering methodology generates meaningful insights into patient stratification and reveals targetable molecular pathways to impact future therapeutic approach.
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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.