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The PRC2-binding long non-coding RNAs in human and mouse genomes are associated with predictive sequence features

Recently, long non-coding RNAs (lncRNAs) have emerged as an important class of molecules involved in many cellular processes. One of their primary functions is to shape epigenetic landscape through interactions with chromatin modifying proteins. However, mechanisms contributing to the specificity of...

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Autores principales: Tu, Shiqi, Yuan, Guo-Cheng, Shao, Zhen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5282597/
https://www.ncbi.nlm.nih.gov/pubmed/28139710
http://dx.doi.org/10.1038/srep41669
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author Tu, Shiqi
Yuan, Guo-Cheng
Shao, Zhen
author_facet Tu, Shiqi
Yuan, Guo-Cheng
Shao, Zhen
author_sort Tu, Shiqi
collection PubMed
description Recently, long non-coding RNAs (lncRNAs) have emerged as an important class of molecules involved in many cellular processes. One of their primary functions is to shape epigenetic landscape through interactions with chromatin modifying proteins. However, mechanisms contributing to the specificity of such interactions remain poorly understood. Here we took the human and mouse lncRNAs that were experimentally determined to have physical interactions with Polycomb repressive complex 2 (PRC2), and systematically investigated the sequence features of these lncRNAs by developing a new computational pipeline for sequences composition analysis, in which each sequence is considered as a series of transitions between adjacent nucleotides. Through that, PRC2-binding lncRNAs were found to be associated with a set of distinctive and evolutionarily conserved sequence features, which can be utilized to distinguish them from the others with considerable accuracy. We further identified fragments of PRC2-binding lncRNAs that are enriched with these sequence features, and found they show strong PRC2-binding signals and are more highly conserved across species than the other parts, implying their functional importance.
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spelling pubmed-52825972017-02-03 The PRC2-binding long non-coding RNAs in human and mouse genomes are associated with predictive sequence features Tu, Shiqi Yuan, Guo-Cheng Shao, Zhen Sci Rep Article Recently, long non-coding RNAs (lncRNAs) have emerged as an important class of molecules involved in many cellular processes. One of their primary functions is to shape epigenetic landscape through interactions with chromatin modifying proteins. However, mechanisms contributing to the specificity of such interactions remain poorly understood. Here we took the human and mouse lncRNAs that were experimentally determined to have physical interactions with Polycomb repressive complex 2 (PRC2), and systematically investigated the sequence features of these lncRNAs by developing a new computational pipeline for sequences composition analysis, in which each sequence is considered as a series of transitions between adjacent nucleotides. Through that, PRC2-binding lncRNAs were found to be associated with a set of distinctive and evolutionarily conserved sequence features, which can be utilized to distinguish them from the others with considerable accuracy. We further identified fragments of PRC2-binding lncRNAs that are enriched with these sequence features, and found they show strong PRC2-binding signals and are more highly conserved across species than the other parts, implying their functional importance. Nature Publishing Group 2017-01-31 /pmc/articles/PMC5282597/ /pubmed/28139710 http://dx.doi.org/10.1038/srep41669 Text en Copyright © 2017, The Author(s) http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/
spellingShingle Article
Tu, Shiqi
Yuan, Guo-Cheng
Shao, Zhen
The PRC2-binding long non-coding RNAs in human and mouse genomes are associated with predictive sequence features
title The PRC2-binding long non-coding RNAs in human and mouse genomes are associated with predictive sequence features
title_full The PRC2-binding long non-coding RNAs in human and mouse genomes are associated with predictive sequence features
title_fullStr The PRC2-binding long non-coding RNAs in human and mouse genomes are associated with predictive sequence features
title_full_unstemmed The PRC2-binding long non-coding RNAs in human and mouse genomes are associated with predictive sequence features
title_short The PRC2-binding long non-coding RNAs in human and mouse genomes are associated with predictive sequence features
title_sort prc2-binding long non-coding rnas in human and mouse genomes are associated with predictive sequence features
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5282597/
https://www.ncbi.nlm.nih.gov/pubmed/28139710
http://dx.doi.org/10.1038/srep41669
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