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A correlation with exon expression approach to identify cis-regulatory elements for tissue-specific alternative splicing

Correlation of motif occurrences with gene expression intensity is an effective strategy for elucidating transcriptional cis-regulatory logic. Here we demonstrate that this approach can also identify cis-regulatory elements for alternative pre-mRNA splicing. Using data from a human exon microarray,...

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Autores principales: Das, Debopriya, Clark, Tyson A., Schweitzer, Anthony, Yamamoto, Miki, Marr, Henry, Arribere, Josh, Minovitsky, Simon, Poliakov, Alexander, Dubchak, Inna, Blume, John E., Conboy, John G.
Formato: Texto
Lenguaje:English
Publicado: Oxford University Press 2007
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1950531/
https://www.ncbi.nlm.nih.gov/pubmed/17626050
http://dx.doi.org/10.1093/nar/gkm485
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author Das, Debopriya
Clark, Tyson A.
Schweitzer, Anthony
Yamamoto, Miki
Marr, Henry
Arribere, Josh
Minovitsky, Simon
Poliakov, Alexander
Dubchak, Inna
Blume, John E.
Conboy, John G.
author_facet Das, Debopriya
Clark, Tyson A.
Schweitzer, Anthony
Yamamoto, Miki
Marr, Henry
Arribere, Josh
Minovitsky, Simon
Poliakov, Alexander
Dubchak, Inna
Blume, John E.
Conboy, John G.
author_sort Das, Debopriya
collection PubMed
description Correlation of motif occurrences with gene expression intensity is an effective strategy for elucidating transcriptional cis-regulatory logic. Here we demonstrate that this approach can also identify cis-regulatory elements for alternative pre-mRNA splicing. Using data from a human exon microarray, we identified 56 cassette exons that exhibited higher transcript-normalized expression in muscle than in other normal adult tissues. Intron sequences flanking these exons were then analyzed to identify candidate regulatory motifs for muscle-specific alternative splicing. Correlation of motif parameters with gene-normalized exon expression levels was examined using linear regression and linear splines on RNA words and degenerate weight matrices, respectively. Our unbiased analysis uncovered multiple candidate regulatory motifs for muscle-specific splicing, many of which are phylogenetically conserved among vertebrate genomes. The most prominent downstream motifs were binding sites for Fox1- and CELF-related splicing factors, and a branchpoint-like element acuaac; pyrimidine-rich elements resembling PTB-binding sites were most significant in upstream introns. Intriguingly, our systematic study indicates a paucity of novel muscle-specific elements that are dominant in short proximal intronic regions. We propose that Fox and CELF proteins play major roles in enforcing the muscle-specific alternative splicing program, facilitating expression of unique isoforms of cytoskeletal proteins critical to muscle cell function.
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spelling pubmed-19505312007-08-22 A correlation with exon expression approach to identify cis-regulatory elements for tissue-specific alternative splicing Das, Debopriya Clark, Tyson A. Schweitzer, Anthony Yamamoto, Miki Marr, Henry Arribere, Josh Minovitsky, Simon Poliakov, Alexander Dubchak, Inna Blume, John E. Conboy, John G. Nucleic Acids Res Computational Biology Correlation of motif occurrences with gene expression intensity is an effective strategy for elucidating transcriptional cis-regulatory logic. Here we demonstrate that this approach can also identify cis-regulatory elements for alternative pre-mRNA splicing. Using data from a human exon microarray, we identified 56 cassette exons that exhibited higher transcript-normalized expression in muscle than in other normal adult tissues. Intron sequences flanking these exons were then analyzed to identify candidate regulatory motifs for muscle-specific alternative splicing. Correlation of motif parameters with gene-normalized exon expression levels was examined using linear regression and linear splines on RNA words and degenerate weight matrices, respectively. Our unbiased analysis uncovered multiple candidate regulatory motifs for muscle-specific splicing, many of which are phylogenetically conserved among vertebrate genomes. The most prominent downstream motifs were binding sites for Fox1- and CELF-related splicing factors, and a branchpoint-like element acuaac; pyrimidine-rich elements resembling PTB-binding sites were most significant in upstream introns. Intriguingly, our systematic study indicates a paucity of novel muscle-specific elements that are dominant in short proximal intronic regions. We propose that Fox and CELF proteins play major roles in enforcing the muscle-specific alternative splicing program, facilitating expression of unique isoforms of cytoskeletal proteins critical to muscle cell function. Oxford University Press 2007-07 2007-07-10 /pmc/articles/PMC1950531/ /pubmed/17626050 http://dx.doi.org/10.1093/nar/gkm485 Text en © 2007 The Author(s) http://creativecommons.org/licenses/by-nc/2.0/uk/ This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/2.0/uk/) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Computational Biology
Das, Debopriya
Clark, Tyson A.
Schweitzer, Anthony
Yamamoto, Miki
Marr, Henry
Arribere, Josh
Minovitsky, Simon
Poliakov, Alexander
Dubchak, Inna
Blume, John E.
Conboy, John G.
A correlation with exon expression approach to identify cis-regulatory elements for tissue-specific alternative splicing
title A correlation with exon expression approach to identify cis-regulatory elements for tissue-specific alternative splicing
title_full A correlation with exon expression approach to identify cis-regulatory elements for tissue-specific alternative splicing
title_fullStr A correlation with exon expression approach to identify cis-regulatory elements for tissue-specific alternative splicing
title_full_unstemmed A correlation with exon expression approach to identify cis-regulatory elements for tissue-specific alternative splicing
title_short A correlation with exon expression approach to identify cis-regulatory elements for tissue-specific alternative splicing
title_sort correlation with exon expression approach to identify cis-regulatory elements for tissue-specific alternative splicing
topic Computational Biology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1950531/
https://www.ncbi.nlm.nih.gov/pubmed/17626050
http://dx.doi.org/10.1093/nar/gkm485
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