Cargando…
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...
Autores principales: | , , , , , , , , , , , , , |
---|---|
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 |
_version_ | 1782345953717518336 |
---|---|
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. |
format | Online Article Text |
id | pubmed-4242486 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT lisheng dynamicevolutionofclonalepiallelesrevealedbymethclone AT garrettbakelmanfrancine dynamicevolutionofclonalepiallelesrevealedbymethclone AT perlalexandere dynamicevolutionofclonalepiallelesrevealedbymethclone AT lugerselinam dynamicevolutionofclonalepiallelesrevealedbymethclone AT zhangchao dynamicevolutionofclonalepiallelesrevealedbymethclone AT tobikl dynamicevolutionofclonalepiallelesrevealedbymethclone AT lewisiand dynamicevolutionofclonalepiallelesrevealedbymethclone AT brownannal dynamicevolutionofclonalepiallelesrevealedbymethclone AT dandrearichardj dynamicevolutionofclonalepiallelesrevealedbymethclone AT rossmelizabeth dynamicevolutionofclonalepiallelesrevealedbymethclone AT levineross dynamicevolutionofclonalepiallelesrevealedbymethclone AT carrollmartin dynamicevolutionofclonalepiallelesrevealedbymethclone AT melnickari dynamicevolutionofclonalepiallelesrevealedbymethclone AT masonchristophere dynamicevolutionofclonalepiallelesrevealedbymethclone |