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Identification of a key role of widespread epigenetic drift in Barrett’s esophagus and esophageal adenocarcinoma
BACKGROUND: Recent studies have identified age-related changes in DNA methylation patterns in normal and cancer tissues in a process that is called epigenetic drift. However, the evolving patterns, functional consequences, and dynamics of epigenetic drift during carcinogenesis remain largely unexplo...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5644061/ https://www.ncbi.nlm.nih.gov/pubmed/29046735 http://dx.doi.org/10.1186/s13148-017-0409-4 |
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author | Luebeck, E. Georg Curtius, Kit Hazelton, William D. Maden, Sean Yu, Ming Thota, Prashanthi N. Patil, Deepa T. Chak, Amitabh Willis, Joseph E. Grady, William M. |
author_facet | Luebeck, E. Georg Curtius, Kit Hazelton, William D. Maden, Sean Yu, Ming Thota, Prashanthi N. Patil, Deepa T. Chak, Amitabh Willis, Joseph E. Grady, William M. |
author_sort | Luebeck, E. Georg |
collection | PubMed |
description | BACKGROUND: Recent studies have identified age-related changes in DNA methylation patterns in normal and cancer tissues in a process that is called epigenetic drift. However, the evolving patterns, functional consequences, and dynamics of epigenetic drift during carcinogenesis remain largely unexplored. Here we analyze the evolution of epigenetic drift patterns during progression from normal squamous esophagus tissue to Barrett’s esophagus (BE) to esophageal adenocarcinoma (EAC) using 173 tissue samples from 100 (nonfamilial) BE patients, along with publically available datasets including The Cancer Genome Atlas (TCGA). RESULTS: Our analysis reveals extensive methylomic drift between normal squamous esophagus and BE tissues in nonprogressed BE patients, with differential drift affecting 4024 (24%) of 16,984 normally hypomethylated cytosine-guanine dinucleotides (CpGs) occurring in CpG islands. The majority (63%) of islands that include drift CpGs are associated with gene promoter regions. Island CpGs that drift have stronger pairwise correlations than static islands, reflecting collective drift consistent with processive DNA methylation maintenance. Individual BE tissues are extremely heterogeneous in their distribution of methylomic drift and encompass unimodal low-drift to bimodal high-drift patterns, reflective of differences in BE tissue age. Further analysis of longitudinally collected biopsy samples from 20 BE patients confirm the time-dependent evolution of these drift patterns. Drift patterns in EAC are similar to those in BE, but frequently exhibit enhanced bimodality and advanced mode drift. To better understand the observed drift patterns, we developed a multicellular stochastic model at the CpG island level. Importantly, we find that nonlinear feedback in the model between mean island methylation and CpG methylation rates is able to explain the widely heterogeneous collective drift patterns. Using matched gene expression and DNA methylation data in EAC from TCGA and other publically available data, we also find that advanced methylomic drift is correlated with significant transcriptional repression of ~ 200 genes in important regulatory and developmental pathways, including several checkpoint and tumor suppressor-like genes. CONCLUSIONS: Taken together, our findings suggest that epigenetic drift evolution acts to significantly reduce the expression of developmental genes that may alter tissue characteristics and improve functional adaptation during BE to EAC progression. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13148-017-0409-4) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-5644061 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-56440612017-10-18 Identification of a key role of widespread epigenetic drift in Barrett’s esophagus and esophageal adenocarcinoma Luebeck, E. Georg Curtius, Kit Hazelton, William D. Maden, Sean Yu, Ming Thota, Prashanthi N. Patil, Deepa T. Chak, Amitabh Willis, Joseph E. Grady, William M. Clin Epigenetics Research BACKGROUND: Recent studies have identified age-related changes in DNA methylation patterns in normal and cancer tissues in a process that is called epigenetic drift. However, the evolving patterns, functional consequences, and dynamics of epigenetic drift during carcinogenesis remain largely unexplored. Here we analyze the evolution of epigenetic drift patterns during progression from normal squamous esophagus tissue to Barrett’s esophagus (BE) to esophageal adenocarcinoma (EAC) using 173 tissue samples from 100 (nonfamilial) BE patients, along with publically available datasets including The Cancer Genome Atlas (TCGA). RESULTS: Our analysis reveals extensive methylomic drift between normal squamous esophagus and BE tissues in nonprogressed BE patients, with differential drift affecting 4024 (24%) of 16,984 normally hypomethylated cytosine-guanine dinucleotides (CpGs) occurring in CpG islands. The majority (63%) of islands that include drift CpGs are associated with gene promoter regions. Island CpGs that drift have stronger pairwise correlations than static islands, reflecting collective drift consistent with processive DNA methylation maintenance. Individual BE tissues are extremely heterogeneous in their distribution of methylomic drift and encompass unimodal low-drift to bimodal high-drift patterns, reflective of differences in BE tissue age. Further analysis of longitudinally collected biopsy samples from 20 BE patients confirm the time-dependent evolution of these drift patterns. Drift patterns in EAC are similar to those in BE, but frequently exhibit enhanced bimodality and advanced mode drift. To better understand the observed drift patterns, we developed a multicellular stochastic model at the CpG island level. Importantly, we find that nonlinear feedback in the model between mean island methylation and CpG methylation rates is able to explain the widely heterogeneous collective drift patterns. Using matched gene expression and DNA methylation data in EAC from TCGA and other publically available data, we also find that advanced methylomic drift is correlated with significant transcriptional repression of ~ 200 genes in important regulatory and developmental pathways, including several checkpoint and tumor suppressor-like genes. CONCLUSIONS: Taken together, our findings suggest that epigenetic drift evolution acts to significantly reduce the expression of developmental genes that may alter tissue characteristics and improve functional adaptation during BE to EAC progression. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13148-017-0409-4) contains supplementary material, which is available to authorized users. BioMed Central 2017-10-16 /pmc/articles/PMC5644061/ /pubmed/29046735 http://dx.doi.org/10.1186/s13148-017-0409-4 Text en © The Author(s). 2017 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Luebeck, E. Georg Curtius, Kit Hazelton, William D. Maden, Sean Yu, Ming Thota, Prashanthi N. Patil, Deepa T. Chak, Amitabh Willis, Joseph E. Grady, William M. Identification of a key role of widespread epigenetic drift in Barrett’s esophagus and esophageal adenocarcinoma |
title | Identification of a key role of widespread epigenetic drift in Barrett’s esophagus and esophageal adenocarcinoma |
title_full | Identification of a key role of widespread epigenetic drift in Barrett’s esophagus and esophageal adenocarcinoma |
title_fullStr | Identification of a key role of widespread epigenetic drift in Barrett’s esophagus and esophageal adenocarcinoma |
title_full_unstemmed | Identification of a key role of widespread epigenetic drift in Barrett’s esophagus and esophageal adenocarcinoma |
title_short | Identification of a key role of widespread epigenetic drift in Barrett’s esophagus and esophageal adenocarcinoma |
title_sort | identification of a key role of widespread epigenetic drift in barrett’s esophagus and esophageal adenocarcinoma |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5644061/ https://www.ncbi.nlm.nih.gov/pubmed/29046735 http://dx.doi.org/10.1186/s13148-017-0409-4 |
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