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Detection of orthologous exons and isoforms using EGIO

MOTIVATION: Alternative splicing is an important mechanism to generate transcriptomic and phenotypic diversity. Existing methods have limited power to detect orthologous isoforms. RESULTS: We develop a new method, EGIO, to detect orthologous exons and orthologous isoforms from two species. EGIO uses...

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Detalles Bibliográficos
Autores principales: Ma, Jinfa, Wu, Jane Y, Zhu, Li
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9525004/
https://www.ncbi.nlm.nih.gov/pubmed/35946527
http://dx.doi.org/10.1093/bioinformatics/btac548
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author Ma, Jinfa
Wu, Jane Y
Zhu, Li
author_facet Ma, Jinfa
Wu, Jane Y
Zhu, Li
author_sort Ma, Jinfa
collection PubMed
description MOTIVATION: Alternative splicing is an important mechanism to generate transcriptomic and phenotypic diversity. Existing methods have limited power to detect orthologous isoforms. RESULTS: We develop a new method, EGIO, to detect orthologous exons and orthologous isoforms from two species. EGIO uses unique exonic regions to construct exon groups, in which process dynamic programming strategy is used to do exon alignment. EGIO could cover all the coding exons within orthologous genes. A comparison between EGIO and ExTraMapper shows that EGIO could detect more orthologous isoforms with conserved sequence and exon structures. We apply EGIO to compare human and chimpanzee protein-coding isoforms expressed in the frontal cortex and identify 6912 genes that express human unique isoforms. Unexpectedly, more human unique isoforms are detected than those conserved between humans and chimpanzees. AVAILABILITY AND IMPLEMENTATION: Source code and test data of EGIO are available at https://github.com/wu-lab-egio/EGIO. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.
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spelling pubmed-95250042022-10-03 Detection of orthologous exons and isoforms using EGIO Ma, Jinfa Wu, Jane Y Zhu, Li Bioinformatics Original Papers MOTIVATION: Alternative splicing is an important mechanism to generate transcriptomic and phenotypic diversity. Existing methods have limited power to detect orthologous isoforms. RESULTS: We develop a new method, EGIO, to detect orthologous exons and orthologous isoforms from two species. EGIO uses unique exonic regions to construct exon groups, in which process dynamic programming strategy is used to do exon alignment. EGIO could cover all the coding exons within orthologous genes. A comparison between EGIO and ExTraMapper shows that EGIO could detect more orthologous isoforms with conserved sequence and exon structures. We apply EGIO to compare human and chimpanzee protein-coding isoforms expressed in the frontal cortex and identify 6912 genes that express human unique isoforms. Unexpectedly, more human unique isoforms are detected than those conserved between humans and chimpanzees. AVAILABILITY AND IMPLEMENTATION: Source code and test data of EGIO are available at https://github.com/wu-lab-egio/EGIO. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online. Oxford University Press 2022-08-10 /pmc/articles/PMC9525004/ /pubmed/35946527 http://dx.doi.org/10.1093/bioinformatics/btac548 Text en © The Author(s) 2022. Published by Oxford University Press. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial License (https://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle Original Papers
Ma, Jinfa
Wu, Jane Y
Zhu, Li
Detection of orthologous exons and isoforms using EGIO
title Detection of orthologous exons and isoforms using EGIO
title_full Detection of orthologous exons and isoforms using EGIO
title_fullStr Detection of orthologous exons and isoforms using EGIO
title_full_unstemmed Detection of orthologous exons and isoforms using EGIO
title_short Detection of orthologous exons and isoforms using EGIO
title_sort detection of orthologous exons and isoforms using egio
topic Original Papers
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9525004/
https://www.ncbi.nlm.nih.gov/pubmed/35946527
http://dx.doi.org/10.1093/bioinformatics/btac548
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