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DNA Methylation Markers for Detection of Cholangiocarcinoma: Discovery, Validation, and Clinical Testing in Biliary Brushings and Plasma
Cholangiocarcinoma (CCA) has poor prognosis due to late‐stage, symptomatic presentation. Altered DNA methylation markers may improve diagnosis of CCA. Reduced‐representation bisulfite sequencing was performed on DNA extracted from frozen CCA tissues and matched to adjacent benign biliary epithelia o...
Autores principales: | , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8369938/ https://www.ncbi.nlm.nih.gov/pubmed/34430788 http://dx.doi.org/10.1002/hep4.1730 |
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author | Yang, Ju Dong Ghoz, Hassan Aboelsoud, Mohammed M. Taylor, William R. Yab, Tracy C. Berger, Calise K. Cao, Xiaoming Foote, Patrick H. Giama, Nasra H. Barr Fritcher, Emily G. Mahoney, Douglas W. Moser, Catherine D. Smyrk, Thomas C. Kipp, Benjamin R. Gores, Gregory J. Roberts, Lewis R. Kisiel, John B. |
author_facet | Yang, Ju Dong Ghoz, Hassan Aboelsoud, Mohammed M. Taylor, William R. Yab, Tracy C. Berger, Calise K. Cao, Xiaoming Foote, Patrick H. Giama, Nasra H. Barr Fritcher, Emily G. Mahoney, Douglas W. Moser, Catherine D. Smyrk, Thomas C. Kipp, Benjamin R. Gores, Gregory J. Roberts, Lewis R. Kisiel, John B. |
author_sort | Yang, Ju Dong |
collection | PubMed |
description | Cholangiocarcinoma (CCA) has poor prognosis due to late‐stage, symptomatic presentation. Altered DNA methylation markers may improve diagnosis of CCA. Reduced‐representation bisulfite sequencing was performed on DNA extracted from frozen CCA tissues and matched to adjacent benign biliary epithelia or liver parenchyma. Methylated DNA markers (MDMs) identified from sequenced differentially methylated regions were selected for biological validation on DNA from independent formalin‐fixed, paraffin‐embedded CCA tumors and adjacent hepatobiliary control tissues using methylation‐specific polymerase chain reaction. Selected MDMs were then blindly assayed on DNA extracted from independent archival biliary brushing specimens, including 12 perihilar cholangiocarcinoma, 4 distal cholangiocarcinoma cases, and 18 controls. Next, MDMs were blindly assayed on plasma DNA from patients with extrahepatic CCA (eCCA), including 54 perihilar CCA and 5 distal CCA cases and 95 healthy and 22 primary sclerosing cholangitis controls, balanced for age and sex. From more than 3,600 MDMs discovered in frozen tissues, 39 were tested in independent samples. In the clinical pilot of 16 MDMs on cytology brushings, methylated EMX1 (empty spiracles homeobox 1) had an area under the curve (AUC) of 0.98 (95% confidence interval [CI], 0.95‐1.0). In the clinical pilot on plasma, a cross‐validated recursive partitioning tree prediction model from nine MDMs was accurate for de novo eCCA (AUC, 0.88 [0.81‐0.95]) but not for primary sclerosing cholangitis–associated eCCA (AUC, 0.54 [0.35‐0.73]). Conclusion: Next‐generation DNA sequencing yielded highly discriminant methylation markers for CCA. Confirmation of these findings in independent tissues, cytology brushings, and plasma supports further development of DNA methylation to augment diagnosis of CCA. |
format | Online Article Text |
id | pubmed-8369938 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-83699382021-08-23 DNA Methylation Markers for Detection of Cholangiocarcinoma: Discovery, Validation, and Clinical Testing in Biliary Brushings and Plasma Yang, Ju Dong Ghoz, Hassan Aboelsoud, Mohammed M. Taylor, William R. Yab, Tracy C. Berger, Calise K. Cao, Xiaoming Foote, Patrick H. Giama, Nasra H. Barr Fritcher, Emily G. Mahoney, Douglas W. Moser, Catherine D. Smyrk, Thomas C. Kipp, Benjamin R. Gores, Gregory J. Roberts, Lewis R. Kisiel, John B. Hepatol Commun Original Articles Cholangiocarcinoma (CCA) has poor prognosis due to late‐stage, symptomatic presentation. Altered DNA methylation markers may improve diagnosis of CCA. Reduced‐representation bisulfite sequencing was performed on DNA extracted from frozen CCA tissues and matched to adjacent benign biliary epithelia or liver parenchyma. Methylated DNA markers (MDMs) identified from sequenced differentially methylated regions were selected for biological validation on DNA from independent formalin‐fixed, paraffin‐embedded CCA tumors and adjacent hepatobiliary control tissues using methylation‐specific polymerase chain reaction. Selected MDMs were then blindly assayed on DNA extracted from independent archival biliary brushing specimens, including 12 perihilar cholangiocarcinoma, 4 distal cholangiocarcinoma cases, and 18 controls. Next, MDMs were blindly assayed on plasma DNA from patients with extrahepatic CCA (eCCA), including 54 perihilar CCA and 5 distal CCA cases and 95 healthy and 22 primary sclerosing cholangitis controls, balanced for age and sex. From more than 3,600 MDMs discovered in frozen tissues, 39 were tested in independent samples. In the clinical pilot of 16 MDMs on cytology brushings, methylated EMX1 (empty spiracles homeobox 1) had an area under the curve (AUC) of 0.98 (95% confidence interval [CI], 0.95‐1.0). In the clinical pilot on plasma, a cross‐validated recursive partitioning tree prediction model from nine MDMs was accurate for de novo eCCA (AUC, 0.88 [0.81‐0.95]) but not for primary sclerosing cholangitis–associated eCCA (AUC, 0.54 [0.35‐0.73]). Conclusion: Next‐generation DNA sequencing yielded highly discriminant methylation markers for CCA. Confirmation of these findings in independent tissues, cytology brushings, and plasma supports further development of DNA methylation to augment diagnosis of CCA. John Wiley and Sons Inc. 2021-05-03 /pmc/articles/PMC8369938/ /pubmed/34430788 http://dx.doi.org/10.1002/hep4.1730 Text en © 2021 The Authors. Hepatology Communications published by Wiley Periodicals LLC on behalf of American Association for the Study of Liver Diseases. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made. |
spellingShingle | Original Articles Yang, Ju Dong Ghoz, Hassan Aboelsoud, Mohammed M. Taylor, William R. Yab, Tracy C. Berger, Calise K. Cao, Xiaoming Foote, Patrick H. Giama, Nasra H. Barr Fritcher, Emily G. Mahoney, Douglas W. Moser, Catherine D. Smyrk, Thomas C. Kipp, Benjamin R. Gores, Gregory J. Roberts, Lewis R. Kisiel, John B. DNA Methylation Markers for Detection of Cholangiocarcinoma: Discovery, Validation, and Clinical Testing in Biliary Brushings and Plasma |
title | DNA Methylation Markers for Detection of Cholangiocarcinoma: Discovery, Validation, and Clinical Testing in Biliary Brushings and Plasma |
title_full | DNA Methylation Markers for Detection of Cholangiocarcinoma: Discovery, Validation, and Clinical Testing in Biliary Brushings and Plasma |
title_fullStr | DNA Methylation Markers for Detection of Cholangiocarcinoma: Discovery, Validation, and Clinical Testing in Biliary Brushings and Plasma |
title_full_unstemmed | DNA Methylation Markers for Detection of Cholangiocarcinoma: Discovery, Validation, and Clinical Testing in Biliary Brushings and Plasma |
title_short | DNA Methylation Markers for Detection of Cholangiocarcinoma: Discovery, Validation, and Clinical Testing in Biliary Brushings and Plasma |
title_sort | dna methylation markers for detection of cholangiocarcinoma: discovery, validation, and clinical testing in biliary brushings and plasma |
topic | Original Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8369938/ https://www.ncbi.nlm.nih.gov/pubmed/34430788 http://dx.doi.org/10.1002/hep4.1730 |
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