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Corruption of the Intra-Gene DNA Methylation Architecture Is a Hallmark of Cancer
Epigenetic processes - including DNA methylation - are increasingly seen as having a fundamental role in chronic diseases like cancer. It is well known that methylation levels at particular genes or loci differ between normal and diseased tissue. Here we investigate whether the intra-gene methylatio...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2013
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3712966/ https://www.ncbi.nlm.nih.gov/pubmed/23874574 http://dx.doi.org/10.1371/journal.pone.0068285 |
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author | Bartlett, Thomas E. Zaikin, Alexey Olhede, Sofia C. West, James Teschendorff, Andrew E. Widschwendter, Martin |
author_facet | Bartlett, Thomas E. Zaikin, Alexey Olhede, Sofia C. West, James Teschendorff, Andrew E. Widschwendter, Martin |
author_sort | Bartlett, Thomas E. |
collection | PubMed |
description | Epigenetic processes - including DNA methylation - are increasingly seen as having a fundamental role in chronic diseases like cancer. It is well known that methylation levels at particular genes or loci differ between normal and diseased tissue. Here we investigate whether the intra-gene methylation architecture is corrupted in cancer and whether the variability of levels of methylation of individual CpGs within a defined gene is able to discriminate cancerous from normal tissue, and is associated with heterogeneous tumour phenotype, as defined by gene expression. We analysed 270985 CpGs annotated to 18272 genes, in 3284 cancerous and 681 normal samples, corresponding to 14 different cancer types. In doing so, we found novel differences in intra-gene methylation pattern across phenotypes, particularly in those genes which are crucial for stem cell biology; our measures of intra-gene methylation architecture are a better determinant of phenotype than measures based on mean methylation level alone (K-S test [Image: see text] in all 14 diseases tested). These per-gene methylation measures also represent a considerable reduction in complexity, compared to conventional per-CpG beta-values. Our findings strongly support the view that intra-gene methylation architecture has great clinical potential for the development of DNA-based cancer biomarkers. |
format | Online Article Text |
id | pubmed-3712966 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-37129662013-07-19 Corruption of the Intra-Gene DNA Methylation Architecture Is a Hallmark of Cancer Bartlett, Thomas E. Zaikin, Alexey Olhede, Sofia C. West, James Teschendorff, Andrew E. Widschwendter, Martin PLoS One Research Article Epigenetic processes - including DNA methylation - are increasingly seen as having a fundamental role in chronic diseases like cancer. It is well known that methylation levels at particular genes or loci differ between normal and diseased tissue. Here we investigate whether the intra-gene methylation architecture is corrupted in cancer and whether the variability of levels of methylation of individual CpGs within a defined gene is able to discriminate cancerous from normal tissue, and is associated with heterogeneous tumour phenotype, as defined by gene expression. We analysed 270985 CpGs annotated to 18272 genes, in 3284 cancerous and 681 normal samples, corresponding to 14 different cancer types. In doing so, we found novel differences in intra-gene methylation pattern across phenotypes, particularly in those genes which are crucial for stem cell biology; our measures of intra-gene methylation architecture are a better determinant of phenotype than measures based on mean methylation level alone (K-S test [Image: see text] in all 14 diseases tested). These per-gene methylation measures also represent a considerable reduction in complexity, compared to conventional per-CpG beta-values. Our findings strongly support the view that intra-gene methylation architecture has great clinical potential for the development of DNA-based cancer biomarkers. Public Library of Science 2013-07-16 /pmc/articles/PMC3712966/ /pubmed/23874574 http://dx.doi.org/10.1371/journal.pone.0068285 Text en © 2013 Bartlett et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Bartlett, Thomas E. Zaikin, Alexey Olhede, Sofia C. West, James Teschendorff, Andrew E. Widschwendter, Martin Corruption of the Intra-Gene DNA Methylation Architecture Is a Hallmark of Cancer |
title | Corruption of the Intra-Gene DNA Methylation Architecture Is a Hallmark of Cancer |
title_full | Corruption of the Intra-Gene DNA Methylation Architecture Is a Hallmark of Cancer |
title_fullStr | Corruption of the Intra-Gene DNA Methylation Architecture Is a Hallmark of Cancer |
title_full_unstemmed | Corruption of the Intra-Gene DNA Methylation Architecture Is a Hallmark of Cancer |
title_short | Corruption of the Intra-Gene DNA Methylation Architecture Is a Hallmark of Cancer |
title_sort | corruption of the intra-gene dna methylation architecture is a hallmark of cancer |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3712966/ https://www.ncbi.nlm.nih.gov/pubmed/23874574 http://dx.doi.org/10.1371/journal.pone.0068285 |
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