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A urine-based DNA methylation assay to facilitate early detection and risk stratification of bladder cancer
BACKGROUND: Current non-invasive tests have limited sensitivities and lack capabilities of pre-operative risk stratification for bladder cancer (BC) diagnosis. We aimed to develop and validate a urine-based DNA methylation assay as a clinically feasible test for improving BC detection and enabling p...
Autores principales: | , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8072728/ https://www.ncbi.nlm.nih.gov/pubmed/33902700 http://dx.doi.org/10.1186/s13148-021-01073-x |
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author | Ruan, Weimei Chen, Xu Huang, Ming Wang, Hong Chen, Jiaxin Liang, Zhixin Zhang, Jingtong Yu, Yanqi Chen, Shang Xu, Shizhong Hu, Tianliang Li, Xia Guo, Yuanjie Jiang, Zeyu Chen, Zhiwei Huang, Jian Lin, Tianxin Fan, Jian-Bing |
author_facet | Ruan, Weimei Chen, Xu Huang, Ming Wang, Hong Chen, Jiaxin Liang, Zhixin Zhang, Jingtong Yu, Yanqi Chen, Shang Xu, Shizhong Hu, Tianliang Li, Xia Guo, Yuanjie Jiang, Zeyu Chen, Zhiwei Huang, Jian Lin, Tianxin Fan, Jian-Bing |
author_sort | Ruan, Weimei |
collection | PubMed |
description | BACKGROUND: Current non-invasive tests have limited sensitivities and lack capabilities of pre-operative risk stratification for bladder cancer (BC) diagnosis. We aimed to develop and validate a urine-based DNA methylation assay as a clinically feasible test for improving BC detection and enabling pre-operative risk stratifications. METHODS: A urine-based DNA methylation assay was developed and validated by retrospective single-center studies in patients of suspected BC in Cohort 1 (n = 192) and Cohort 2 (n = 98), respectively. In addition, a prospective single-center study in hematuria patient group (Cohort 3, n = 174) was used as a second validation of the model. RESULTS: The assay with a dual-marker detection model showed 88.1% and 91.2% sensitivities, 89.7% and 85.7% specificities in validation Cohort 2 (patients of suspected BC) and Cohort 3 (patients of hematuria), respectively. Furthermore, this assay showed improved sensitivities over cytology and FISH on detecting low-grade tumor (66.7–77.8% vs. 0.0–22.2%, 0.0–22.2%), Ta tumor (83.3% vs. 22.2–41.2%, 44.4–52.9%) and non-muscle invasive BC (NMIBC) (80.0–89.7% vs. 51.5–52.0%, 59.4–72.0%) in both cohorts. The assay also had higher accuracies (88.9–95.8%) in diagnosing cases with concurrent genitourinary disorders as compared to cytology (55.6–70.8%) and FISH (72.2–77.8%). Meanwhile, the assay with a five-marker stratification model identified high-risk NMIBC and muscle invasive BC with 90.5% sensitivity and 86.8% specificity in Cohort 2. CONCLUSIONS: The urine-based DNA methylation assay represents a highly sensitive and specific approach for BC early-stage detection and risk stratification. It has a potential to be used as a routine test to improve diagnosis and prognosis of BC in clinic. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13148-021-01073-x. |
format | Online Article Text |
id | pubmed-8072728 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-80727282021-04-26 A urine-based DNA methylation assay to facilitate early detection and risk stratification of bladder cancer Ruan, Weimei Chen, Xu Huang, Ming Wang, Hong Chen, Jiaxin Liang, Zhixin Zhang, Jingtong Yu, Yanqi Chen, Shang Xu, Shizhong Hu, Tianliang Li, Xia Guo, Yuanjie Jiang, Zeyu Chen, Zhiwei Huang, Jian Lin, Tianxin Fan, Jian-Bing Clin Epigenetics Research BACKGROUND: Current non-invasive tests have limited sensitivities and lack capabilities of pre-operative risk stratification for bladder cancer (BC) diagnosis. We aimed to develop and validate a urine-based DNA methylation assay as a clinically feasible test for improving BC detection and enabling pre-operative risk stratifications. METHODS: A urine-based DNA methylation assay was developed and validated by retrospective single-center studies in patients of suspected BC in Cohort 1 (n = 192) and Cohort 2 (n = 98), respectively. In addition, a prospective single-center study in hematuria patient group (Cohort 3, n = 174) was used as a second validation of the model. RESULTS: The assay with a dual-marker detection model showed 88.1% and 91.2% sensitivities, 89.7% and 85.7% specificities in validation Cohort 2 (patients of suspected BC) and Cohort 3 (patients of hematuria), respectively. Furthermore, this assay showed improved sensitivities over cytology and FISH on detecting low-grade tumor (66.7–77.8% vs. 0.0–22.2%, 0.0–22.2%), Ta tumor (83.3% vs. 22.2–41.2%, 44.4–52.9%) and non-muscle invasive BC (NMIBC) (80.0–89.7% vs. 51.5–52.0%, 59.4–72.0%) in both cohorts. The assay also had higher accuracies (88.9–95.8%) in diagnosing cases with concurrent genitourinary disorders as compared to cytology (55.6–70.8%) and FISH (72.2–77.8%). Meanwhile, the assay with a five-marker stratification model identified high-risk NMIBC and muscle invasive BC with 90.5% sensitivity and 86.8% specificity in Cohort 2. CONCLUSIONS: The urine-based DNA methylation assay represents a highly sensitive and specific approach for BC early-stage detection and risk stratification. It has a potential to be used as a routine test to improve diagnosis and prognosis of BC in clinic. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13148-021-01073-x. BioMed Central 2021-04-26 /pmc/articles/PMC8072728/ /pubmed/33902700 http://dx.doi.org/10.1186/s13148-021-01073-x Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Ruan, Weimei Chen, Xu Huang, Ming Wang, Hong Chen, Jiaxin Liang, Zhixin Zhang, Jingtong Yu, Yanqi Chen, Shang Xu, Shizhong Hu, Tianliang Li, Xia Guo, Yuanjie Jiang, Zeyu Chen, Zhiwei Huang, Jian Lin, Tianxin Fan, Jian-Bing A urine-based DNA methylation assay to facilitate early detection and risk stratification of bladder cancer |
title | A urine-based DNA methylation assay to facilitate early detection and risk stratification of bladder cancer |
title_full | A urine-based DNA methylation assay to facilitate early detection and risk stratification of bladder cancer |
title_fullStr | A urine-based DNA methylation assay to facilitate early detection and risk stratification of bladder cancer |
title_full_unstemmed | A urine-based DNA methylation assay to facilitate early detection and risk stratification of bladder cancer |
title_short | A urine-based DNA methylation assay to facilitate early detection and risk stratification of bladder cancer |
title_sort | urine-based dna methylation assay to facilitate early detection and risk stratification of bladder cancer |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8072728/ https://www.ncbi.nlm.nih.gov/pubmed/33902700 http://dx.doi.org/10.1186/s13148-021-01073-x |
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