ArticleGenome medicine2022
Combined exome and transcriptome sequencing of non-muscle-invasive bladder cancer: associations between genomic changes, expression subtypes, and clinical outcomes.
Article in Genome medicine, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.
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Who cites it
17 citing papers in PubMed, 23 citations in OpenAlex.
- NQO1-Mediated Anoikis Resistance and Immune Evasion Define a High-Risk Multi-Omic Subtype for Precision Management of T1 High-Grade Bladder Cancer.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Single-cell stemness analysis highlights Midkine-LRP1 pathway and identifies new bladder cancer subtypes.Cancer cell international · 2025Article
- Intervention of machine learning in bladder cancer research using multi-omics datasets: systematic review on biomarker identification.Discover oncology · 2025Review
- Molecular biomarkers of progression in non-muscle-invasive bladder cancer - beyond conventional risk stratification.Nature reviews. Urology · 2025Review
- Balancing risks and benefits in the treatment of patients with Bacillus Calmette-Guerin-unresponsive high-risk non-muscle-invasive bladder cancer.Translational andrology and urology · 2025Article
- Multi-omics insights into biomarkers of breast cancer associated diabetes: a computational approach.Frontiers in medicine · 2025Article
- Modeling and validation of serum miR-18a and miR-122 levels as predictors of recurrence after laparoscopic radical cystectomy procedure for bladder cancer based on nomogram model.Frontiers in oncology · 2025Article
- Comprehensive genomic characterization of early-stage bladder cancer.Nature genetics · 2025Article
- Exploring the utility of a NGS multigene panel to predict BCG response in patients with non-muscle invasive bladder cancer.Oncology research · 2025Article
- Prototol for the Prospective Sample Collection for Cancer of Bladder (ProCaB) Trial by the Cancer of the Bladder Leuven (CaBLe) Consortium.European urology open science · 2024Article
- Predicting response to bacillus Calmette-Guerin in high-risk non-muscle invasive bladder cancer.Translational cancer research · 2024Review
- Development and validation of a recurrence risk assessment model for high-grade bladder cancer based on TCGA and GEO.Translational cancer research · 2024Article
- The sex gap in bladder cancer survival - a missing link in bladder cancer care?Nature reviews. Urology · 2024Review
- Construction of noninvasive prognostic model of bladder cancer patients based on urine proteomics and screening of natural compounds.Journal of cancer research and clinical oncology · 2023Article
- Combined exome and transcriptome sequencing of non-muscle-invasive bladder cancer: associations between genomic changes, expression subtypes, and clinical outcomes.Genome medicine · 2022Article
- Development of an extended version of GALEAS bladder: Detection of FGFR3 fusions in urine and associations between genomic alterations and gene expression.Bladder cancer (Amsterdam, Netherlands)Article
- Proceedings of the first international NMIBC consensus classification meeting.Bladder cancer (Amsterdam, Netherlands)Article
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Authors and funding
17 authors at 6 institutions in 2 countries.
Funding
Abstract
backgroundThree-quarters of bladder cancer patients present with early-stage disease (non-muscle-invasive bladder cancer, NMIBC, UICC TNM stages Ta, T1 and Tis); however, most next-generation sequencing studies to date have concentrated on later-stage disease (muscle-invasive BC, stages T2+). We used exome and transcriptome sequencing to comprehensively characterise NMIBCs of all grades and stages to identify prognostic genes and pathways that could facilitate treatment decisions. Tumour grading is based upon microscopy and cellular appearances (grade 1 BCs are less aggressive, and grade 3 BCs are most aggressive), and we chose to also focus on the most clinically complex NMIBC subgroup, those patients with grade 3 pathological stage T1 (G3 pT1) disease.
methodsWhole-exome and RNA sequencing were performed in total on 96 primary NMIBCs including 22 G1 pTa, 14 G3 pTa and 53 G3 pT1s, with both exome and RNA sequencing data generated from 75 of these individual samples. Associations between genomic alterations, expression profiles and progression-free survival (PFS) were investigated.
resultsNMIBCs clustered into 3 expression subtypes with different somatic alteration characteristics. Amplifications of ARNT and ERBB2 were significant indicators of worse PFS across all NMIBCs. High APOBEC mutagenesis and high tumour mutation burden were both potential indicators of better PFS in G3pT1 NMIBCs. The expression of individual genes was not prognostic in BCG-treated G3pT1 NMIBCs; however, downregulated interferon-alpha and gamma response pathways were significantly associated with worse PFS (adjusted p-value < 0.005).
conclusionsMulti-omic data may facilitate better prognostication and selection of therapeutic interventions in patients with G3pT1 NMIBC. These findings demonstrate the potential for improving the management of high-risk NMIBC patients and warrant further prospective validation.
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