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RNA-Seq analysis of seasonal and individual variation in blood transcriptomes of healthy managed bottlenose dolphins
BACKGROUND: The blood transcriptome can reflect both systemic exposures and pathological changes in other organs of the body because immune cells recirculate through the blood, lymphoid tissues, and affected sites. In human and veterinary medicine, blood transcriptome analysis has been used successf...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5016863/ https://www.ncbi.nlm.nih.gov/pubmed/27608714 http://dx.doi.org/10.1186/s12864-016-3020-8 |
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author | Morey, Jeanine S. Neely, Marion G. Lunardi, Denise Anderson, Paul E. Schwacke, Lori H. Campbell, Michelle Van Dolah, Frances M. |
author_facet | Morey, Jeanine S. Neely, Marion G. Lunardi, Denise Anderson, Paul E. Schwacke, Lori H. Campbell, Michelle Van Dolah, Frances M. |
author_sort | Morey, Jeanine S. |
collection | PubMed |
description | BACKGROUND: The blood transcriptome can reflect both systemic exposures and pathological changes in other organs of the body because immune cells recirculate through the blood, lymphoid tissues, and affected sites. In human and veterinary medicine, blood transcriptome analysis has been used successfully to identify markers of disease or pathological conditions, but can be confounded by large seasonal changes in expression. In comparison, the use of transcriptomic based analyses in wildlife has been limited. Here we report a longitudinal study of four managed bottlenose dolphins located in Waikoloa, Hawaii, serially sampled (approximately monthly) over the course of 1 year to establish baseline information on the content and variation of the dolphin blood transcriptome. RESULTS: Illumina based RNA-seq analyses were carried out using both the Ensembl dolphin genome and a de novo blood transcriptome as guides. Overall, the blood transcriptome encompassed a wide array of cellular functions and processes and was relatively stable within and between animals over the course of 1 year. Principal components analysis revealed moderate clustering by sex associated with the variation among global gene expression profiles (PC1, 22 % of variance). Limited seasonal change was observed, with < 2.5 % of genes differentially expressed between winter and summer months (FDR < 0.05). Among the differentially expressed genes, cosinor analysis identified seasonal rhythmicity for the observed changes in blood gene expression, consistent with studies in humans. While the proportion of seasonally variant genes in these dolphins is much smaller than that reported in humans, the majority of those identified in dolphins were also shown to vary with season in humans. Gene co-expression network analysis identified several gene modules with significant correlation to age, sex, or hematological parameters. CONCLUSIONS: This longitudinal analysis of healthy managed dolphins establishes a preliminary baseline for blood transcriptome analysis in this species. Correlations with hematological parameters, distinct from muted seasonal effects, suggest that the otherwise relatively stable blood transcriptome may be a useful indicator of health and exposure. A robust database of gene expression in free-ranging and managed dolphins across seasons with known adverse health conditions or contaminant exposures will be needed to establish predictive gene expression profiles suitable for biomonitoring. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12864-016-3020-8) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-5016863 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-50168632016-09-10 RNA-Seq analysis of seasonal and individual variation in blood transcriptomes of healthy managed bottlenose dolphins Morey, Jeanine S. Neely, Marion G. Lunardi, Denise Anderson, Paul E. Schwacke, Lori H. Campbell, Michelle Van Dolah, Frances M. BMC Genomics Research Article BACKGROUND: The blood transcriptome can reflect both systemic exposures and pathological changes in other organs of the body because immune cells recirculate through the blood, lymphoid tissues, and affected sites. In human and veterinary medicine, blood transcriptome analysis has been used successfully to identify markers of disease or pathological conditions, but can be confounded by large seasonal changes in expression. In comparison, the use of transcriptomic based analyses in wildlife has been limited. Here we report a longitudinal study of four managed bottlenose dolphins located in Waikoloa, Hawaii, serially sampled (approximately monthly) over the course of 1 year to establish baseline information on the content and variation of the dolphin blood transcriptome. RESULTS: Illumina based RNA-seq analyses were carried out using both the Ensembl dolphin genome and a de novo blood transcriptome as guides. Overall, the blood transcriptome encompassed a wide array of cellular functions and processes and was relatively stable within and between animals over the course of 1 year. Principal components analysis revealed moderate clustering by sex associated with the variation among global gene expression profiles (PC1, 22 % of variance). Limited seasonal change was observed, with < 2.5 % of genes differentially expressed between winter and summer months (FDR < 0.05). Among the differentially expressed genes, cosinor analysis identified seasonal rhythmicity for the observed changes in blood gene expression, consistent with studies in humans. While the proportion of seasonally variant genes in these dolphins is much smaller than that reported in humans, the majority of those identified in dolphins were also shown to vary with season in humans. Gene co-expression network analysis identified several gene modules with significant correlation to age, sex, or hematological parameters. CONCLUSIONS: This longitudinal analysis of healthy managed dolphins establishes a preliminary baseline for blood transcriptome analysis in this species. Correlations with hematological parameters, distinct from muted seasonal effects, suggest that the otherwise relatively stable blood transcriptome may be a useful indicator of health and exposure. A robust database of gene expression in free-ranging and managed dolphins across seasons with known adverse health conditions or contaminant exposures will be needed to establish predictive gene expression profiles suitable for biomonitoring. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12864-016-3020-8) contains supplementary material, which is available to authorized users. BioMed Central 2016-09-08 /pmc/articles/PMC5016863/ /pubmed/27608714 http://dx.doi.org/10.1186/s12864-016-3020-8 Text en © The Author(s). 2016 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 Morey, Jeanine S. Neely, Marion G. Lunardi, Denise Anderson, Paul E. Schwacke, Lori H. Campbell, Michelle Van Dolah, Frances M. RNA-Seq analysis of seasonal and individual variation in blood transcriptomes of healthy managed bottlenose dolphins |
title | RNA-Seq analysis of seasonal and individual variation in blood transcriptomes of healthy managed bottlenose dolphins |
title_full | RNA-Seq analysis of seasonal and individual variation in blood transcriptomes of healthy managed bottlenose dolphins |
title_fullStr | RNA-Seq analysis of seasonal and individual variation in blood transcriptomes of healthy managed bottlenose dolphins |
title_full_unstemmed | RNA-Seq analysis of seasonal and individual variation in blood transcriptomes of healthy managed bottlenose dolphins |
title_short | RNA-Seq analysis of seasonal and individual variation in blood transcriptomes of healthy managed bottlenose dolphins |
title_sort | rna-seq analysis of seasonal and individual variation in blood transcriptomes of healthy managed bottlenose dolphins |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5016863/ https://www.ncbi.nlm.nih.gov/pubmed/27608714 http://dx.doi.org/10.1186/s12864-016-3020-8 |
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