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Splicing landscape of the eight collaborative cross founder strains

BACKGROUND: The Collaborative Cross (CC) is a large panel of genetically diverse recombinant inbred mouse strains specifically designed to provide a systems genetics resource for the study of complex traits. In part, the utility of the CC stems from the extensive genome-wide annotations of founder s...

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Autores principales: Zheng, Christina L, Wilmot, Beth, Walter, Nicole AR, Oberbeck, Denesa, Kawane, Sunita, Searles, Robert P, McWeeney, Shannon K, Hitzemann, Robert
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4320832/
https://www.ncbi.nlm.nih.gov/pubmed/25652416
http://dx.doi.org/10.1186/s12864-015-1267-0
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author Zheng, Christina L
Wilmot, Beth
Walter, Nicole AR
Oberbeck, Denesa
Kawane, Sunita
Searles, Robert P
McWeeney, Shannon K
Hitzemann, Robert
author_facet Zheng, Christina L
Wilmot, Beth
Walter, Nicole AR
Oberbeck, Denesa
Kawane, Sunita
Searles, Robert P
McWeeney, Shannon K
Hitzemann, Robert
author_sort Zheng, Christina L
collection PubMed
description BACKGROUND: The Collaborative Cross (CC) is a large panel of genetically diverse recombinant inbred mouse strains specifically designed to provide a systems genetics resource for the study of complex traits. In part, the utility of the CC stems from the extensive genome-wide annotations of founder strain sequence and structural variation. Still missing, however, are transcriptome-specific annotations of the CC founder strains that could further enhance the utility of this resource. RESULTS: We provide a comprehensive survey of the splicing landscape of the 8 CC founder strains by leveraging the high level of alternative splicing within the brain. Using deep transcriptome sequencing, we found that a majority of the splicing landscape is conserved among the 8 strains, with ~65% of junctions being shared by at least 2 strains. We, however, found a large number of potential strain-specific splicing events as well, with an average of ~3000 and ~500 with ≥3 and ≥10 sequence read coverage, respectively, within each strain. To better understand strain-specific splicing within the CC founder strains, we defined criteria for and identified high-confidence strain-specific splicing events. These splicing events were defined as exon-exon junctions 1) found within only one strain, 2) with a read coverage ≥10, and 3) defined by a canonical splice site. With these criteria, a total of 1509 high-confidence strain-specific splicing events were identified, with the majority found within two of the wild-derived strains, CAST and PWK. Strikingly, the overwhelming majority, 94%, of these strain-specific splicing events are not yet annotated. Strain-specific splicing was also located within genomic regions recently reported to be over- and under-represented within CC populations. CONCLUSIONS: Phenotypic characterization of CC populations is increasing; thus these results will not only aid in further elucidating the transcriptomic architecture of the individual CC founder strains, but they will also help in guiding the utilization of the CC populations in the study of complex traits. This report is also the first to establish guidelines in defining and identifying strain-specific splicing across different mouse strains. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12864-015-1267-0) contains supplementary material, which is available to authorized users.
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spelling pubmed-43208322015-02-09 Splicing landscape of the eight collaborative cross founder strains Zheng, Christina L Wilmot, Beth Walter, Nicole AR Oberbeck, Denesa Kawane, Sunita Searles, Robert P McWeeney, Shannon K Hitzemann, Robert BMC Genomics Research Article BACKGROUND: The Collaborative Cross (CC) is a large panel of genetically diverse recombinant inbred mouse strains specifically designed to provide a systems genetics resource for the study of complex traits. In part, the utility of the CC stems from the extensive genome-wide annotations of founder strain sequence and structural variation. Still missing, however, are transcriptome-specific annotations of the CC founder strains that could further enhance the utility of this resource. RESULTS: We provide a comprehensive survey of the splicing landscape of the 8 CC founder strains by leveraging the high level of alternative splicing within the brain. Using deep transcriptome sequencing, we found that a majority of the splicing landscape is conserved among the 8 strains, with ~65% of junctions being shared by at least 2 strains. We, however, found a large number of potential strain-specific splicing events as well, with an average of ~3000 and ~500 with ≥3 and ≥10 sequence read coverage, respectively, within each strain. To better understand strain-specific splicing within the CC founder strains, we defined criteria for and identified high-confidence strain-specific splicing events. These splicing events were defined as exon-exon junctions 1) found within only one strain, 2) with a read coverage ≥10, and 3) defined by a canonical splice site. With these criteria, a total of 1509 high-confidence strain-specific splicing events were identified, with the majority found within two of the wild-derived strains, CAST and PWK. Strikingly, the overwhelming majority, 94%, of these strain-specific splicing events are not yet annotated. Strain-specific splicing was also located within genomic regions recently reported to be over- and under-represented within CC populations. CONCLUSIONS: Phenotypic characterization of CC populations is increasing; thus these results will not only aid in further elucidating the transcriptomic architecture of the individual CC founder strains, but they will also help in guiding the utilization of the CC populations in the study of complex traits. This report is also the first to establish guidelines in defining and identifying strain-specific splicing across different mouse strains. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12864-015-1267-0) contains supplementary material, which is available to authorized users. BioMed Central 2015-02-05 /pmc/articles/PMC4320832/ /pubmed/25652416 http://dx.doi.org/10.1186/s12864-015-1267-0 Text en © Zheng et al.; licensee BioMed Central. 2015 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. 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
Zheng, Christina L
Wilmot, Beth
Walter, Nicole AR
Oberbeck, Denesa
Kawane, Sunita
Searles, Robert P
McWeeney, Shannon K
Hitzemann, Robert
Splicing landscape of the eight collaborative cross founder strains
title Splicing landscape of the eight collaborative cross founder strains
title_full Splicing landscape of the eight collaborative cross founder strains
title_fullStr Splicing landscape of the eight collaborative cross founder strains
title_full_unstemmed Splicing landscape of the eight collaborative cross founder strains
title_short Splicing landscape of the eight collaborative cross founder strains
title_sort splicing landscape of the eight collaborative cross founder strains
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4320832/
https://www.ncbi.nlm.nih.gov/pubmed/25652416
http://dx.doi.org/10.1186/s12864-015-1267-0
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