ArticleOncotarget2016
Positive association of collagen type I with non-muscle invasive bladder cancer progression.
Article in Oncotarget, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 41 papers.
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The trial behind it
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Who cites it
41 citing papers in PubMed, 79 citations in OpenAlex.
- Whole-slide mapping of tumor tissue fiber architecture via computational scattered light imaging.Biomedical optics express · 2026Article
- A molecular landscape tracking the progression of non-muscle invasive bladder cancer.World journal of urology · 2026Review
- Use of Artificial Intelligence Model Associated with Masson's Trichrome Staining as a Predictor of Muscle Invasion in Bladder Cancer.International journal of molecular sciences · 2026Article
- Self-contrastive weakly supervised learning framework for prognostic prediction using whole slide images.PLOS digital health · 2025Article
- Structural and Mechanical Characterization of Collagen-Hyaluronan Hydrogels Used to Study Cancer Cell Invasion through the Bladder Wall.ACS biomaterials science & engineering · 2025Article
- Improved bladder diagnostics using multiparametric ultrasound.Abdominal radiology (New York) · 2025Review
- Molecular biomarkers of progression in non-muscle-invasive bladder cancer - beyond conventional risk stratification.Nature reviews. Urology · 2025Review
- HPV-Associated Gene Signatures in Bladder Cancer: A Comprehensive Prognostic Model and its Implications in Immunotherapy.International journal of medical sciences · 2025Article
- Development and validation of machine learning models for diagnosis and prognosis of cancer by urinary proteomics, based on the FLEMENGHO cohort.American journal of cancer research · 2024Article
- Multiparameter interferometric polarization-enhanced imaging differentiates carcinomaJournal of biomedical optics · 2023Article
- Application of digital pathology-based advanced analytics of tumour microenvironment organisation to predict prognosis and therapeutic response.The Journal of pathology · 2023Review
- The Significance of Matrix Metalloproteinase 9 (MMP-9) and Metalloproteinase 2 (MMP-2) in Urinary Bladder Cancer.Biomedicines · 2023Article
- Micro-mechanical fingerprints of the rat bladder change in actinic cystitis and tumor presence.Communications biology · 2023Article
- Bladder Wall Stiffness after Cystectomy in Bladder Cancer Patients: A Preliminary Study.Cancers · 2023Article
- Identification of Factors Driving Doxorubicin-Resistant Ewing Tumor Cells to Survival.Cancers · 2022Article
- Article
- The dynamic roles of the bladder tumour microenvironment.Nature reviews. Urology · 2022Review
- Cancer-Associated Fibroblasts in a 3D Engineered Tissue Model Induce Tumor-like Matrix Stiffening and EMT Transition.Cancers · 2022Article
- Review
- A Multiomics Profiling Based on Online Database Revealed Prognostic Biomarkers of BLCA.BioMed research international · 2022Article
Corrections and comments
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Authors and funding
15 authors at 1 institution in 1 country.
Funding
Abstract
purposeNon-muscle invasive bladder cancers (NMIBC) are generally curable, while ~15% progresses into muscle-invasive cancer with poor prognosis. While efforts have been made to identify genetic alternations associated with progression, the extracellular matrix (ECM) microenvironment remains largely unexplored. Type I collagen is a major component of the bladder ECM, and can be altered during cancer progression. We set out to explore the association of type I collagen with NMIBC progression. EXPERIMENTAL
designThe associations of COL1A1 and COL1A2 mRNA levels with progression were evaluated in a multi-center cohort of 189 patients with NMIBCs. Type I collagen protein expression and structure were evaluated in an independent single-center cohort of 80 patients with NMIBCs. Immunohistochemical analysis was performed and state-of-the-art multi-photon microscopy was used to evaluate collagen structure via second harmonic generation imaging. Progression to muscle invasion was the primary outcome. Kaplan-Meier method, Cox regression, and Wilcoxon rank-sum were used for statistical analysis.
resultsThere is a significant association of high COL1A1 and COL1A2 mRNA expression in patients with poor progression-free survival (P=0.0037 and P=0.011, respectively) and overall survival (P=0.024 and P=0.012, respectively). Additionally, immunohistochemistry analysis of type I collagen protein deposition revealed a significant association with progression (P=0.0145); Second-harmonic generation imaging revealed a significant lower collagen fiber curvature ratio in patients with invasive progression (P = 0.0018).
conclusionsAlterations in the ECM microenvironment, particularly type I collagen, likely contributes to bladder cancer progression. These findings will open avenues to future functional studies to investigate ECM-tumor interaction as a potential therapeutic intervention to treat NMIBCs.
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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.