ArticleBiomarker research2023
Integrative multi-omics analysis depicts the methylome and hydroxymethylome in recurrent bladder cancers and identifies biomarkers for predicting PD-L1 expression.
Article in Biomarker research, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.
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Who cites it
19 citing papers in PubMed, 13 citations in OpenAlex.
- The potential of methylation signal detection in eDNA toward functional ecological monitoring.Communications biology · 2026Review
- High Sensitivity ctDNA Analysis Using a Novel Panel and NOIR-SS Technology for Monitoring Advanced Urothelial Carcinoma.Cancer medicine · 2026Article
- Cost-effectiveness analysis of Enfortumab vedotin and pembrolizumab for advanced urothelial carcinoma.Medicine · 2026Article
- Spatial transcriptomics of urothelial carcinoma with basal/squamous differentiation identifies Galectin-7 as a specific marker of squamous lineage commitment.Discover oncology · 2026Article
- A Pilot Study Exploring Paraoxonase-1 Tissue Protein Expression and Circulating Levels in Bladder Cancer.Antioxidants (Basel, Switzerland) · 2026Article
- Urinary DNA methylation biomarkers for bladder cancer diagnosis: a single center case-control study.Frontiers in oncology · 2026Article
- An exploratory study of BLCA-4 expression, STR analysis, and urothelial cytology in smokers versus non-smokers with bladder cancer.Frontiers in oncology · 2026Article
- Oncologic outcome and safety profile of first-line enfortumab vedotin plus pembrolizumab vs. conventional chemotherapy in advanced urothelial cancer.Exploration of targeted anti-tumor therapy · 2026Article
- Circulating tumor DNA as a prognostic and monitoring biomarker in urothelial cancers.Frontiers in oncology · 2026Review
- Innovative AI model for bladder cancer diagnosis.Discover oncology · 2025Article
- Integrating transcriptomics, single-cell omics, and deep learning-based histopathological features to identifyTranslational andrology and urology · 2025Article
- Exploring the Anticancer Potential of the Multistrain Probiotic FormulationAntioxidants (Basel, Switzerland) · 2025Article
- Proteomics analysis and immune profiling reveal regulators of PD-L1 in oesophageal squamous cell carcinoma.British journal of cancer · 2025Article
- Intervention of machine learning in bladder cancer research using multi-omics datasets: systematic review on biomarker identification.Discover oncology · 2025Review
- Global DNA methylomes reveal oncogenic-associated 5-hydroxylmethylated cytosine (5hmC) signatures in the cell-free DNA of cancer patients.medRxiv : the preprint server for health sciences · 2025Article
- Prognosis and immunotherapy significances of a cancer-associated fibroblasts-related gene signature in bladder urothelial carcinoma.Discover oncology · 2024Article
- Review
- Deciphering the molecular heterogeneity of intermediate- and (very-)high-risk non-muscle-invasive bladder cancer using multi-layeredFrontiers in oncology · 2024Article
- Identification of potential DNA methylation biomarkers related to diagnosis in patients with bladder cancer through integrated bioinformatic analysis.BMC urology · 2023Article
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Authors and funding
14 authors at 5 institutions in 1 country.
Funding
Abstract
backgroundUrinary bladder cancer (UBC) is a common malignancy of the urinary tract; however, the mechanism underlying its high recurrence and responses to immunotherapy remains unclear, making clinical outcome predictions difficult. Epigenetic alterations, especially DNA methylation, play important roles in bladder cancer development and are increasingly being investigated as biomarkers for diagnostic or prognostic predictions. However, little is known about hydroxymethylation since previous studies based on bisulfite-sequencing approaches could not differentiate between 5mC and 5hmC signals, resulting in entangled methylation results.
methodsTissue samples of bladder cancer patients who underwent laparoscopic radical cystectomy (LRC), partial cystectomy (PC), or transurethral resection of bladder tumor (TURBT) were collected. We utilized a multi-omics approach to analyze both primary and recurrent bladder cancer samples. By integrating various techniques including RNA sequencing, oxidative reduced-representation bisulfite sequencing (oxRRBS), reduced-representation bisulfite sequencing (RRBS), and whole exome sequencing, a comprehensive analysis of the genome, transcriptome, methylome, and hydroxymethylome landscape of these cancers was possible.
resultsBy whole exome sequencing, we identified driver mutations involved in the development of UBC, including those in FGFR3, KDMTA, and KDMT2C. However, few of these driver mutations were associated with the down-regulation of programmed death-ligand 1 (PD-L1) or recurrence in UBC. By integrating RRBS and oxRRBS data, we identified fatty acid oxidation-related genes significantly enriched in 5hmC-associated transcription alterations in recurrent bladder cancers. We also observed a series of 5mC hypo differentially methylated regions (DMRs) in the gene body of NFATC1, which is highly involved in T-cell immune responses in bladder cancer samples with high expression of PD-L1. Since 5mC and 5hmC alternations are globally anti-correlated, RRBS-seq-based markers that combine the 5mC and 5hmC signals, attenuate cancer-related signals, and therefore, are not optimal as clinical biomarkers.
conclusionsBy multi-omics profiling of UBC samples, we showed that epigenetic alternations are more involved compared to genetic mutations in the PD-L1 regulation and recurrence of UBC. As proof of principle, we demonstrated that the combined measurement of 5mC and 5hmC levels by the bisulfite-based method compromises the prediction accuracy of epigenetic biomarkers.
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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.