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Systematic evaluation of isoform function in literature reports of alternative splicing

BACKGROUND: Although most genes in mammalian genomes have multiple isoforms, an ongoing debate is whether these isoforms are all functional as well as the extent to which they increase the functional repertoire of the genome. To ground this debate in data, it would be helpful to have a corpus of exp...

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Autores principales: Bhuiyan, Shamsuddin A., Ly, Sophia, Phan, Minh, Huntington, Brandon, Hogan, Ellie, Liu, Chao Chun, Liu, James, Pavlidis, Paul
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6114036/
https://www.ncbi.nlm.nih.gov/pubmed/30153812
http://dx.doi.org/10.1186/s12864-018-5013-2
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author Bhuiyan, Shamsuddin A.
Ly, Sophia
Phan, Minh
Huntington, Brandon
Hogan, Ellie
Liu, Chao Chun
Liu, James
Pavlidis, Paul
author_facet Bhuiyan, Shamsuddin A.
Ly, Sophia
Phan, Minh
Huntington, Brandon
Hogan, Ellie
Liu, Chao Chun
Liu, James
Pavlidis, Paul
author_sort Bhuiyan, Shamsuddin A.
collection PubMed
description BACKGROUND: Although most genes in mammalian genomes have multiple isoforms, an ongoing debate is whether these isoforms are all functional as well as the extent to which they increase the functional repertoire of the genome. To ground this debate in data, it would be helpful to have a corpus of experimentally-verified cases of genes which have functionally distinct splice isoforms (FDSIs). RESULTS: We established a curation framework for evaluating experimental evidence of FDSIs, and analyzed over 700 human and mouse genes, strongly biased towards genes that are prominent in the alternative splicing literature. Despite this bias, we found experimental evidence meeting the classical definition for functionally distinct isoforms for ~ 5% of the curated genes. If we relax our criteria for inclusion to include weaker forms of evidence, the fraction of genes with evidence of FDSIs remains low (~ 13%). We provide evidence that this picture will not change substantially with further curation and conclude there is a large gap between the presumed impact of splicing on gene function and the experimental evidence. Furthermore, many functionally distinct isoforms were not traceable to a specific isoform in Ensembl, a database that forms the basis for much computational research. CONCLUSIONS: We conclude that the claim that alternative splicing vastly increases the functional repertoire of the genome is an extrapolation from a limited number of empirically supported cases. We also conclude that more work is needed to integrate experimental evidence and genome annotation databases. Our work should help shape research around the role of splicing on gene function from presuming large general effects to acknowledging the need for stronger experimental evidence. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12864-018-5013-2) contains supplementary material, which is available to authorized users.
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spelling pubmed-61140362018-09-04 Systematic evaluation of isoform function in literature reports of alternative splicing Bhuiyan, Shamsuddin A. Ly, Sophia Phan, Minh Huntington, Brandon Hogan, Ellie Liu, Chao Chun Liu, James Pavlidis, Paul BMC Genomics Research Article BACKGROUND: Although most genes in mammalian genomes have multiple isoforms, an ongoing debate is whether these isoforms are all functional as well as the extent to which they increase the functional repertoire of the genome. To ground this debate in data, it would be helpful to have a corpus of experimentally-verified cases of genes which have functionally distinct splice isoforms (FDSIs). RESULTS: We established a curation framework for evaluating experimental evidence of FDSIs, and analyzed over 700 human and mouse genes, strongly biased towards genes that are prominent in the alternative splicing literature. Despite this bias, we found experimental evidence meeting the classical definition for functionally distinct isoforms for ~ 5% of the curated genes. If we relax our criteria for inclusion to include weaker forms of evidence, the fraction of genes with evidence of FDSIs remains low (~ 13%). We provide evidence that this picture will not change substantially with further curation and conclude there is a large gap between the presumed impact of splicing on gene function and the experimental evidence. Furthermore, many functionally distinct isoforms were not traceable to a specific isoform in Ensembl, a database that forms the basis for much computational research. CONCLUSIONS: We conclude that the claim that alternative splicing vastly increases the functional repertoire of the genome is an extrapolation from a limited number of empirically supported cases. We also conclude that more work is needed to integrate experimental evidence and genome annotation databases. Our work should help shape research around the role of splicing on gene function from presuming large general effects to acknowledging the need for stronger experimental evidence. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12864-018-5013-2) contains supplementary material, which is available to authorized users. BioMed Central 2018-08-28 /pmc/articles/PMC6114036/ /pubmed/30153812 http://dx.doi.org/10.1186/s12864-018-5013-2 Text en © The Author(s). 2018 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research Article
Bhuiyan, Shamsuddin A.
Ly, Sophia
Phan, Minh
Huntington, Brandon
Hogan, Ellie
Liu, Chao Chun
Liu, James
Pavlidis, Paul
Systematic evaluation of isoform function in literature reports of alternative splicing
title Systematic evaluation of isoform function in literature reports of alternative splicing
title_full Systematic evaluation of isoform function in literature reports of alternative splicing
title_fullStr Systematic evaluation of isoform function in literature reports of alternative splicing
title_full_unstemmed Systematic evaluation of isoform function in literature reports of alternative splicing
title_short Systematic evaluation of isoform function in literature reports of alternative splicing
title_sort systematic evaluation of isoform function in literature reports of alternative splicing
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6114036/
https://www.ncbi.nlm.nih.gov/pubmed/30153812
http://dx.doi.org/10.1186/s12864-018-5013-2
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