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Correspondence of D. melanogaster and C. elegans developmental stages revealed by alternative splicing characteristics of conserved exons

BACKGROUND: We report a statistical study to find correspondence of D. melanogaster and C. elegans developmental stages based on alternative splicing (AS) characteristics of conserved cassette exons using modENCODE RNA-seq data. We identify “stage-associated exons” to capture the AS characteristics...

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Autores principales: Gao, Ruiqi, Li, Jingyi Jessica
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5353869/
https://www.ncbi.nlm.nih.gov/pubmed/28302059
http://dx.doi.org/10.1186/s12864-017-3600-2
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author Gao, Ruiqi
Li, Jingyi Jessica
author_facet Gao, Ruiqi
Li, Jingyi Jessica
author_sort Gao, Ruiqi
collection PubMed
description BACKGROUND: We report a statistical study to find correspondence of D. melanogaster and C. elegans developmental stages based on alternative splicing (AS) characteristics of conserved cassette exons using modENCODE RNA-seq data. We identify “stage-associated exons” to capture the AS characteristics of each stage and use these exons to map pairwise stages within and between the two species by an overlap test. RESULTS: Within fly and worm, adjacent developmental stages are mapped to each other, i.e., a strong diagonal pattern is observed as expected, supporting the validity of our approach. Between fly and worm, two parallel mapping patterns are observed between fly early embryos to early larvae and worm life cycle, and between fly late larvae to adults and worm late embryos to adults. We also apply this approach to compare tissues and cells from fly and worm. Findings include the high similarity between fly/worm adults and fly/worm embryos, groupings of fly cell lines, and strong mappings of fly head tissues to worm late embryos and male adults. Gene ontology and KEGG enrichment analyses provide a detailed functional annotation of the identified stage-associated exons, as well as a functional explanation of the observed correspondence map between fly and worm developmental stages. CONCLUSIONS: Our results suggest that AS dynamics of the exon pairs that share similar DNA sequences are informative for finding transcriptomic similarity of biological samples. Our study is innovative in two aspects. First, to our knowledge, our study is the first comprehensive study of AS events in fly and worm developmental stages, tissues, and cells. AS events provide an alternative perspective of transcriptome dynamics, compared to gene expression events. Second, our results do not entirely rely on the information of orthologous genes. Interesting results are also observed for fly and worm cassette exon pairs with DNA sequence similarity but not in orthologous gene pairs. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12864-017-3600-2) contains supplementary material, which is available to authorized users.
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spelling pubmed-53538692017-03-22 Correspondence of D. melanogaster and C. elegans developmental stages revealed by alternative splicing characteristics of conserved exons Gao, Ruiqi Li, Jingyi Jessica BMC Genomics Research Article BACKGROUND: We report a statistical study to find correspondence of D. melanogaster and C. elegans developmental stages based on alternative splicing (AS) characteristics of conserved cassette exons using modENCODE RNA-seq data. We identify “stage-associated exons” to capture the AS characteristics of each stage and use these exons to map pairwise stages within and between the two species by an overlap test. RESULTS: Within fly and worm, adjacent developmental stages are mapped to each other, i.e., a strong diagonal pattern is observed as expected, supporting the validity of our approach. Between fly and worm, two parallel mapping patterns are observed between fly early embryos to early larvae and worm life cycle, and between fly late larvae to adults and worm late embryos to adults. We also apply this approach to compare tissues and cells from fly and worm. Findings include the high similarity between fly/worm adults and fly/worm embryos, groupings of fly cell lines, and strong mappings of fly head tissues to worm late embryos and male adults. Gene ontology and KEGG enrichment analyses provide a detailed functional annotation of the identified stage-associated exons, as well as a functional explanation of the observed correspondence map between fly and worm developmental stages. CONCLUSIONS: Our results suggest that AS dynamics of the exon pairs that share similar DNA sequences are informative for finding transcriptomic similarity of biological samples. Our study is innovative in two aspects. First, to our knowledge, our study is the first comprehensive study of AS events in fly and worm developmental stages, tissues, and cells. AS events provide an alternative perspective of transcriptome dynamics, compared to gene expression events. Second, our results do not entirely rely on the information of orthologous genes. Interesting results are also observed for fly and worm cassette exon pairs with DNA sequence similarity but not in orthologous gene pairs. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12864-017-3600-2) contains supplementary material, which is available to authorized users. BioMed Central 2017-03-16 /pmc/articles/PMC5353869/ /pubmed/28302059 http://dx.doi.org/10.1186/s12864-017-3600-2 Text en © The Author(s). 2017 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
Gao, Ruiqi
Li, Jingyi Jessica
Correspondence of D. melanogaster and C. elegans developmental stages revealed by alternative splicing characteristics of conserved exons
title Correspondence of D. melanogaster and C. elegans developmental stages revealed by alternative splicing characteristics of conserved exons
title_full Correspondence of D. melanogaster and C. elegans developmental stages revealed by alternative splicing characteristics of conserved exons
title_fullStr Correspondence of D. melanogaster and C. elegans developmental stages revealed by alternative splicing characteristics of conserved exons
title_full_unstemmed Correspondence of D. melanogaster and C. elegans developmental stages revealed by alternative splicing characteristics of conserved exons
title_short Correspondence of D. melanogaster and C. elegans developmental stages revealed by alternative splicing characteristics of conserved exons
title_sort correspondence of d. melanogaster and c. elegans developmental stages revealed by alternative splicing characteristics of conserved exons
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5353869/
https://www.ncbi.nlm.nih.gov/pubmed/28302059
http://dx.doi.org/10.1186/s12864-017-3600-2
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