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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...

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Autores principales: Bartlett, Thomas E., Zaikin, Alexey, Olhede, Sofia C., West, James, Teschendorff, Andrew E., Widschwendter, Martin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2013
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.
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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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