Unconstrained mining of transcript data reveals increased alternative splicing complexity in the human transcriptome

Detalhes bibliográficos
Autor(a) principal: Mollet, I. G.
Data de Publicação: 2010
Outros Autores: Ben-Dov, Claudia, Felício-Silva, Daniel, Grosso, A. R., Eleutério, Pedro, Alves, Ruben, Staller, Ray, Silva, Tito Santos, Carmo-Fonseca, Maria
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10400.14/38681
Resumo: Mining massive amounts of transcript data for alternative splicing information is paramount to help understand how the maturation of RNA regulates gene expression. We developed an algorithm to cluster transcript data to annotated genes to detect unannotated splice variants. A higher number of alternatively spliced genes and isoforms were found compared to other alternative splicing databases. Comparison of human and mouse data revealed a marked increase, in human, of splice variants incorporating novel exons and retained introns. Previously unannotated exons were validated by tiling array expression data and shown to correspond preferentially to novel first exons. Retained introns were validated by tiling array and deep sequencing data. The majority of retained introns were shorter than 500 nt and had weak polypyrimidine tracts. A subset of retained introns matching small RNAs and displaying a high GC content suggests a possible coordination between splicing regulation and production of noncoding RNAs. Conservation of unannotated exons and retained introns was higher in horse, dog and cow than in rodents, and 64% of exon sequences were only found in primates. This analysis highlights previously bypassed alternative splice variants, which may be crucial to deciphering more complex pathways of gene regulation in human.
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spelling Unconstrained mining of transcript data reveals increased alternative splicing complexity in the human transcriptomeMining massive amounts of transcript data for alternative splicing information is paramount to help understand how the maturation of RNA regulates gene expression. We developed an algorithm to cluster transcript data to annotated genes to detect unannotated splice variants. A higher number of alternatively spliced genes and isoforms were found compared to other alternative splicing databases. Comparison of human and mouse data revealed a marked increase, in human, of splice variants incorporating novel exons and retained introns. Previously unannotated exons were validated by tiling array expression data and shown to correspond preferentially to novel first exons. Retained introns were validated by tiling array and deep sequencing data. The majority of retained introns were shorter than 500 nt and had weak polypyrimidine tracts. A subset of retained introns matching small RNAs and displaying a high GC content suggests a possible coordination between splicing regulation and production of noncoding RNAs. Conservation of unannotated exons and retained introns was higher in horse, dog and cow than in rodents, and 64% of exon sequences were only found in primates. This analysis highlights previously bypassed alternative splice variants, which may be crucial to deciphering more complex pathways of gene regulation in human.Veritati - Repositório Institucional da Universidade Católica PortuguesaMollet, I. G.Ben-Dov, ClaudiaFelício-Silva, DanielGrosso, A. R.Eleutério, PedroAlves, RubenStaller, RaySilva, Tito SantosCarmo-Fonseca, Maria2022-09-02T09:36:44Z20102010-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.14/38681eng0305-104810.1093/nar/gkq1977795579369620385588000280922400025info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-07-12T17:44:11Zoai:repositorio.ucp.pt:10400.14/38681Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T18:31:35.514369Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Unconstrained mining of transcript data reveals increased alternative splicing complexity in the human transcriptome
title Unconstrained mining of transcript data reveals increased alternative splicing complexity in the human transcriptome
spellingShingle Unconstrained mining of transcript data reveals increased alternative splicing complexity in the human transcriptome
Mollet, I. G.
title_short Unconstrained mining of transcript data reveals increased alternative splicing complexity in the human transcriptome
title_full Unconstrained mining of transcript data reveals increased alternative splicing complexity in the human transcriptome
title_fullStr Unconstrained mining of transcript data reveals increased alternative splicing complexity in the human transcriptome
title_full_unstemmed Unconstrained mining of transcript data reveals increased alternative splicing complexity in the human transcriptome
title_sort Unconstrained mining of transcript data reveals increased alternative splicing complexity in the human transcriptome
author Mollet, I. G.
author_facet Mollet, I. G.
Ben-Dov, Claudia
Felício-Silva, Daniel
Grosso, A. R.
Eleutério, Pedro
Alves, Ruben
Staller, Ray
Silva, Tito Santos
Carmo-Fonseca, Maria
author_role author
author2 Ben-Dov, Claudia
Felício-Silva, Daniel
Grosso, A. R.
Eleutério, Pedro
Alves, Ruben
Staller, Ray
Silva, Tito Santos
Carmo-Fonseca, Maria
author2_role author
author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv Veritati - Repositório Institucional da Universidade Católica Portuguesa
dc.contributor.author.fl_str_mv Mollet, I. G.
Ben-Dov, Claudia
Felício-Silva, Daniel
Grosso, A. R.
Eleutério, Pedro
Alves, Ruben
Staller, Ray
Silva, Tito Santos
Carmo-Fonseca, Maria
description Mining massive amounts of transcript data for alternative splicing information is paramount to help understand how the maturation of RNA regulates gene expression. We developed an algorithm to cluster transcript data to annotated genes to detect unannotated splice variants. A higher number of alternatively spliced genes and isoforms were found compared to other alternative splicing databases. Comparison of human and mouse data revealed a marked increase, in human, of splice variants incorporating novel exons and retained introns. Previously unannotated exons were validated by tiling array expression data and shown to correspond preferentially to novel first exons. Retained introns were validated by tiling array and deep sequencing data. The majority of retained introns were shorter than 500 nt and had weak polypyrimidine tracts. A subset of retained introns matching small RNAs and displaying a high GC content suggests a possible coordination between splicing regulation and production of noncoding RNAs. Conservation of unannotated exons and retained introns was higher in horse, dog and cow than in rodents, and 64% of exon sequences were only found in primates. This analysis highlights previously bypassed alternative splice variants, which may be crucial to deciphering more complex pathways of gene regulation in human.
publishDate 2010
dc.date.none.fl_str_mv 2010
2010-01-01T00:00:00Z
2022-09-02T09:36:44Z
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