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HMPL: A Pipeline for Identifying Hemimethylation Patterns by Comparing Two Samples

DNA methylation (the addition of a methyl group to a cytosine) is an important epigenetic event in mammalian cells because it plays a key role in regulating gene expression. Most previous methylation studies assume that DNA methylation occurs on both positive and negative strands. However, a few stu...

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Detalles Bibliográficos
Autores principales: Sun, Shuying, Li, Peng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Libertas Academica 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4530977/
https://www.ncbi.nlm.nih.gov/pubmed/26308520
http://dx.doi.org/10.4137/CIN.S17286
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author Sun, Shuying
Li, Peng
author_facet Sun, Shuying
Li, Peng
author_sort Sun, Shuying
collection PubMed
description DNA methylation (the addition of a methyl group to a cytosine) is an important epigenetic event in mammalian cells because it plays a key role in regulating gene expression. Most previous methylation studies assume that DNA methylation occurs on both positive and negative strands. However, a few studies have reported that in some genes, methylation occurs only on one strand (ie, hemimethylation) and has clustering patterns. These studies report that hemimethylation occurs on individual genes. It is unclear whether hemimethylation occurs genome-wide and whether there are hemimethylation differences between cancerous and noncancerous cells. To address these questions, we have developed the first-ever pipeline, named hemimethylation pipeline (HMPL), to identify hemimethylation patterns. Utilizing the available software and the newly developed Perl and R scripts, HMPL can identify hemimethylation patterns for a single sample and can also compare two different samples.
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spelling pubmed-45309772015-08-25 HMPL: A Pipeline for Identifying Hemimethylation Patterns by Comparing Two Samples Sun, Shuying Li, Peng Cancer Inform Original Research DNA methylation (the addition of a methyl group to a cytosine) is an important epigenetic event in mammalian cells because it plays a key role in regulating gene expression. Most previous methylation studies assume that DNA methylation occurs on both positive and negative strands. However, a few studies have reported that in some genes, methylation occurs only on one strand (ie, hemimethylation) and has clustering patterns. These studies report that hemimethylation occurs on individual genes. It is unclear whether hemimethylation occurs genome-wide and whether there are hemimethylation differences between cancerous and noncancerous cells. To address these questions, we have developed the first-ever pipeline, named hemimethylation pipeline (HMPL), to identify hemimethylation patterns. Utilizing the available software and the newly developed Perl and R scripts, HMPL can identify hemimethylation patterns for a single sample and can also compare two different samples. Libertas Academica 2015-08-09 /pmc/articles/PMC4530977/ /pubmed/26308520 http://dx.doi.org/10.4137/CIN.S17286 Text en © 2015 the author(s), publisher and licensee Libertas Academica Ltd. This is an open-access article distributed under the terms of the Creative Commons CC-BY-NC 3.0 License.
spellingShingle Original Research
Sun, Shuying
Li, Peng
HMPL: A Pipeline for Identifying Hemimethylation Patterns by Comparing Two Samples
title HMPL: A Pipeline for Identifying Hemimethylation Patterns by Comparing Two Samples
title_full HMPL: A Pipeline for Identifying Hemimethylation Patterns by Comparing Two Samples
title_fullStr HMPL: A Pipeline for Identifying Hemimethylation Patterns by Comparing Two Samples
title_full_unstemmed HMPL: A Pipeline for Identifying Hemimethylation Patterns by Comparing Two Samples
title_short HMPL: A Pipeline for Identifying Hemimethylation Patterns by Comparing Two Samples
title_sort hmpl: a pipeline for identifying hemimethylation patterns by comparing two samples
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4530977/
https://www.ncbi.nlm.nih.gov/pubmed/26308520
http://dx.doi.org/10.4137/CIN.S17286
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