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Dynamic evolution of clonal epialleles revealed by methclone

We describe methclone, a novel method to identify epigenetic loci that harbor large changes in the clonality of their epialleles (epigenetic alleles). Methclone efficiently analyzes genome-wide DNA methylation sequencing data. We quantify the changes using a composition entropy difference calculatio...

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Detalles Bibliográficos
Autores principales: Li, Sheng, Garrett-Bakelman, Francine, Perl, Alexander E, Luger, Selina M, Zhang, Chao, To, Bik L, Lewis, Ian D, Brown, Anna L, D’Andrea, Richard J, Ross, M Elizabeth, Levine, Ross, Carroll, Martin, Melnick, Ari, Mason, Christopher E
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4242486/
https://www.ncbi.nlm.nih.gov/pubmed/25260792
http://dx.doi.org/10.1186/s13059-014-0472-5
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author Li, Sheng
Garrett-Bakelman, Francine
Perl, Alexander E
Luger, Selina M
Zhang, Chao
To, Bik L
Lewis, Ian D
Brown, Anna L
D’Andrea, Richard J
Ross, M Elizabeth
Levine, Ross
Carroll, Martin
Melnick, Ari
Mason, Christopher E
author_facet Li, Sheng
Garrett-Bakelman, Francine
Perl, Alexander E
Luger, Selina M
Zhang, Chao
To, Bik L
Lewis, Ian D
Brown, Anna L
D’Andrea, Richard J
Ross, M Elizabeth
Levine, Ross
Carroll, Martin
Melnick, Ari
Mason, Christopher E
author_sort Li, Sheng
collection PubMed
description We describe methclone, a novel method to identify epigenetic loci that harbor large changes in the clonality of their epialleles (epigenetic alleles). Methclone efficiently analyzes genome-wide DNA methylation sequencing data. We quantify the changes using a composition entropy difference calculation and also introduce a new measure of global clonality shift, loci with epiallele shift per million loci covered, which enables comparisons between different samples to gauge overall epiallelic dynamics. Finally, we demonstrate the utility of methclone in capturing functional epiallele shifts in leukemia patients from diagnosis to relapse. Methclone is open-source and freely available at https://code.google.com/p/methclone. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13059-014-0472-5) contains supplementary material, which is available to authorized users.
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spelling pubmed-42424862014-11-26 Dynamic evolution of clonal epialleles revealed by methclone Li, Sheng Garrett-Bakelman, Francine Perl, Alexander E Luger, Selina M Zhang, Chao To, Bik L Lewis, Ian D Brown, Anna L D’Andrea, Richard J Ross, M Elizabeth Levine, Ross Carroll, Martin Melnick, Ari Mason, Christopher E Genome Biol Method We describe methclone, a novel method to identify epigenetic loci that harbor large changes in the clonality of their epialleles (epigenetic alleles). Methclone efficiently analyzes genome-wide DNA methylation sequencing data. We quantify the changes using a composition entropy difference calculation and also introduce a new measure of global clonality shift, loci with epiallele shift per million loci covered, which enables comparisons between different samples to gauge overall epiallelic dynamics. Finally, we demonstrate the utility of methclone in capturing functional epiallele shifts in leukemia patients from diagnosis to relapse. Methclone is open-source and freely available at https://code.google.com/p/methclone. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13059-014-0472-5) contains supplementary material, which is available to authorized users. BioMed Central 2014-09-27 2014 /pmc/articles/PMC4242486/ /pubmed/25260792 http://dx.doi.org/10.1186/s13059-014-0472-5 Text en © Li et al.; licensee BioMed Central Ltd. 2014 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. 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 Method
Li, Sheng
Garrett-Bakelman, Francine
Perl, Alexander E
Luger, Selina M
Zhang, Chao
To, Bik L
Lewis, Ian D
Brown, Anna L
D’Andrea, Richard J
Ross, M Elizabeth
Levine, Ross
Carroll, Martin
Melnick, Ari
Mason, Christopher E
Dynamic evolution of clonal epialleles revealed by methclone
title Dynamic evolution of clonal epialleles revealed by methclone
title_full Dynamic evolution of clonal epialleles revealed by methclone
title_fullStr Dynamic evolution of clonal epialleles revealed by methclone
title_full_unstemmed Dynamic evolution of clonal epialleles revealed by methclone
title_short Dynamic evolution of clonal epialleles revealed by methclone
title_sort dynamic evolution of clonal epialleles revealed by methclone
topic Method
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4242486/
https://www.ncbi.nlm.nih.gov/pubmed/25260792
http://dx.doi.org/10.1186/s13059-014-0472-5
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