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Alternative splicing and protein function

BACKGROUND: Alternative splicing is a major mechanism of generating protein diversity in higher eukaryotes. Although at least half, and probably more, of mammalian genes are alternatively spliced, it was not clear, whether the frequency of alternative splicing is the same in different functional cat...

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Autores principales: Neverov, AD, Artamonova, II, Nurtdinov, RN, Frishman, D, Gelfand, MS, Mironov, AA
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2005
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1298288/
https://www.ncbi.nlm.nih.gov/pubmed/16274476
http://dx.doi.org/10.1186/1471-2105-6-266
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author Neverov, AD
Artamonova, II
Nurtdinov, RN
Frishman, D
Gelfand, MS
Mironov, AA
author_facet Neverov, AD
Artamonova, II
Nurtdinov, RN
Frishman, D
Gelfand, MS
Mironov, AA
author_sort Neverov, AD
collection PubMed
description BACKGROUND: Alternative splicing is a major mechanism of generating protein diversity in higher eukaryotes. Although at least half, and probably more, of mammalian genes are alternatively spliced, it was not clear, whether the frequency of alternative splicing is the same in different functional categories. The problem is obscured by uneven coverage of genes by ESTs and a large number of artifacts in the EST data. RESULTS: We have developed a method that generates possible mRNA isoforms for human genes contained in the EDAS database, taking into account the effects of nonsense-mediated decay and translation initiation rules, and a procedure for offsetting the effects of uneven EST coverage. Then we computed the number of mRNA isoforms for genes from different functional categories. Genes encoding ribosomal proteins and genes in the category "Small GTPase-mediated signal transduction" tend to have fewer isoforms than the average, whereas the genes in the category "DNA replication and chromosome cycle" have more isoforms than the average. Genes encoding proteins involved in protein-protein interactions tend to be alternatively spliced more often than genes encoding non-interacting proteins, although there is no significant difference in the number of isoforms of alternatively spliced genes. CONCLUSION: Filtering for functional isoforms satisfying biological constraints and accountung for uneven EST coverage allowed us to describe differences in alternative splicing of genes from different functional categories. The observations seem to be consistent with expectations based on current biological knowledge: less isoforms for ribosomal and signal transduction proteins, and more alternative splicing of interacting and cell cycle proteins.
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spelling pubmed-12982882005-12-02 Alternative splicing and protein function Neverov, AD Artamonova, II Nurtdinov, RN Frishman, D Gelfand, MS Mironov, AA BMC Bioinformatics Research Article BACKGROUND: Alternative splicing is a major mechanism of generating protein diversity in higher eukaryotes. Although at least half, and probably more, of mammalian genes are alternatively spliced, it was not clear, whether the frequency of alternative splicing is the same in different functional categories. The problem is obscured by uneven coverage of genes by ESTs and a large number of artifacts in the EST data. RESULTS: We have developed a method that generates possible mRNA isoforms for human genes contained in the EDAS database, taking into account the effects of nonsense-mediated decay and translation initiation rules, and a procedure for offsetting the effects of uneven EST coverage. Then we computed the number of mRNA isoforms for genes from different functional categories. Genes encoding ribosomal proteins and genes in the category "Small GTPase-mediated signal transduction" tend to have fewer isoforms than the average, whereas the genes in the category "DNA replication and chromosome cycle" have more isoforms than the average. Genes encoding proteins involved in protein-protein interactions tend to be alternatively spliced more often than genes encoding non-interacting proteins, although there is no significant difference in the number of isoforms of alternatively spliced genes. CONCLUSION: Filtering for functional isoforms satisfying biological constraints and accountung for uneven EST coverage allowed us to describe differences in alternative splicing of genes from different functional categories. The observations seem to be consistent with expectations based on current biological knowledge: less isoforms for ribosomal and signal transduction proteins, and more alternative splicing of interacting and cell cycle proteins. BioMed Central 2005-11-07 /pmc/articles/PMC1298288/ /pubmed/16274476 http://dx.doi.org/10.1186/1471-2105-6-266 Text en Copyright © 2005 Neverov et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License ( (http://creativecommons.org/licenses/by/2.0) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Neverov, AD
Artamonova, II
Nurtdinov, RN
Frishman, D
Gelfand, MS
Mironov, AA
Alternative splicing and protein function
title Alternative splicing and protein function
title_full Alternative splicing and protein function
title_fullStr Alternative splicing and protein function
title_full_unstemmed Alternative splicing and protein function
title_short Alternative splicing and protein function
title_sort alternative splicing and protein function
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1298288/
https://www.ncbi.nlm.nih.gov/pubmed/16274476
http://dx.doi.org/10.1186/1471-2105-6-266
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