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A detailed gene expression study of the Miscanthus genus reveals changes in the transcriptome associated with the rejuvenation of spring rhizomes

BACKGROUND: The Miscanthus genus of perennial C4 grasses contains promising biofuel crops for temperate climates. However, few genomic resources exist for Miscanthus, which limits understanding of its interesting biology and future genetic improvement. A comprehensive catalog of expressed sequences...

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Autores principales: Barling, Adam, Swaminathan, Kankshita, Mitros, Therese, James, Brandon T, Morris, Juliette, Ngamboma, Ornella, Hall, Megan C, Kirkpatrick, Jessica, Alabady, Magdy, Spence, Ashley K, Hudson, Matthew E, Rokhsar, Daniel S, Moose, Stephen P
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4046694/
https://www.ncbi.nlm.nih.gov/pubmed/24320546
http://dx.doi.org/10.1186/1471-2164-14-864
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author Barling, Adam
Swaminathan, Kankshita
Mitros, Therese
James, Brandon T
Morris, Juliette
Ngamboma, Ornella
Hall, Megan C
Kirkpatrick, Jessica
Alabady, Magdy
Spence, Ashley K
Hudson, Matthew E
Rokhsar, Daniel S
Moose, Stephen P
author_facet Barling, Adam
Swaminathan, Kankshita
Mitros, Therese
James, Brandon T
Morris, Juliette
Ngamboma, Ornella
Hall, Megan C
Kirkpatrick, Jessica
Alabady, Magdy
Spence, Ashley K
Hudson, Matthew E
Rokhsar, Daniel S
Moose, Stephen P
author_sort Barling, Adam
collection PubMed
description BACKGROUND: The Miscanthus genus of perennial C4 grasses contains promising biofuel crops for temperate climates. However, few genomic resources exist for Miscanthus, which limits understanding of its interesting biology and future genetic improvement. A comprehensive catalog of expressed sequences were generated from a variety of Miscanthus species and tissue types, with an emphasis on characterizing gene expression changes in spring compared to fall rhizomes. RESULTS: Illumina short read sequencing technology was used to produce transcriptome sequences from different tissues and organs during distinct developmental stages for multiple Miscanthus species, including Miscanthus sinensis, Miscanthus sacchariflorus, and their interspecific hybrid Miscanthus × giganteus. More than fifty billion base-pairs of Miscanthus transcript sequence were produced. Overall, 26,230 Sorghum gene models (i.e., ~ 96% of predicted Sorghum genes) had at least five Miscanthus reads mapped to them, suggesting that a large portion of the Miscanthus transcriptome is represented in this dataset. The Miscanthus × giganteus data was used to identify genes preferentially expressed in a single tissue, such as the spring rhizome, using Sorghum bicolor as a reference. Quantitative real-time PCR was used to verify examples of preferential expression predicted via RNA-Seq. Contiguous consensus transcript sequences were assembled for each species and annotated using InterProScan. Sequences from the assembled transcriptome were used to amplify genomic segments from a doubled haploid Miscanthus sinensis and from Miscanthus × giganteus to further disentangle the allelic and paralogous variations in genes. CONCLUSIONS: This large expressed sequence tag collection creates a valuable resource for the study of Miscanthus biology by providing detailed gene sequence information and tissue preferred expression patterns. We have successfully generated a database of transcriptome assemblies and demonstrated its use in the study of genes of interest. Analysis of gene expression profiles revealed biological pathways that exhibit altered regulation in spring compared to fall rhizomes, which are consistent with their different physiological functions. The expression profiles of the subterranean rhizome provides a better understanding of the biological activities of the underground stem structures that are essentials for perenniality and the storage or remobilization of carbon and nutrient resources. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/1471-2164-14-864) contains supplementary material, which is available to authorized users.
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spelling pubmed-40466942014-06-06 A detailed gene expression study of the Miscanthus genus reveals changes in the transcriptome associated with the rejuvenation of spring rhizomes Barling, Adam Swaminathan, Kankshita Mitros, Therese James, Brandon T Morris, Juliette Ngamboma, Ornella Hall, Megan C Kirkpatrick, Jessica Alabady, Magdy Spence, Ashley K Hudson, Matthew E Rokhsar, Daniel S Moose, Stephen P BMC Genomics Research Article BACKGROUND: The Miscanthus genus of perennial C4 grasses contains promising biofuel crops for temperate climates. However, few genomic resources exist for Miscanthus, which limits understanding of its interesting biology and future genetic improvement. A comprehensive catalog of expressed sequences were generated from a variety of Miscanthus species and tissue types, with an emphasis on characterizing gene expression changes in spring compared to fall rhizomes. RESULTS: Illumina short read sequencing technology was used to produce transcriptome sequences from different tissues and organs during distinct developmental stages for multiple Miscanthus species, including Miscanthus sinensis, Miscanthus sacchariflorus, and their interspecific hybrid Miscanthus × giganteus. More than fifty billion base-pairs of Miscanthus transcript sequence were produced. Overall, 26,230 Sorghum gene models (i.e., ~ 96% of predicted Sorghum genes) had at least five Miscanthus reads mapped to them, suggesting that a large portion of the Miscanthus transcriptome is represented in this dataset. The Miscanthus × giganteus data was used to identify genes preferentially expressed in a single tissue, such as the spring rhizome, using Sorghum bicolor as a reference. Quantitative real-time PCR was used to verify examples of preferential expression predicted via RNA-Seq. Contiguous consensus transcript sequences were assembled for each species and annotated using InterProScan. Sequences from the assembled transcriptome were used to amplify genomic segments from a doubled haploid Miscanthus sinensis and from Miscanthus × giganteus to further disentangle the allelic and paralogous variations in genes. CONCLUSIONS: This large expressed sequence tag collection creates a valuable resource for the study of Miscanthus biology by providing detailed gene sequence information and tissue preferred expression patterns. We have successfully generated a database of transcriptome assemblies and demonstrated its use in the study of genes of interest. Analysis of gene expression profiles revealed biological pathways that exhibit altered regulation in spring compared to fall rhizomes, which are consistent with their different physiological functions. The expression profiles of the subterranean rhizome provides a better understanding of the biological activities of the underground stem structures that are essentials for perenniality and the storage or remobilization of carbon and nutrient resources. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/1471-2164-14-864) contains supplementary material, which is available to authorized users. BioMed Central 2013-12-09 /pmc/articles/PMC4046694/ /pubmed/24320546 http://dx.doi.org/10.1186/1471-2164-14-864 Text en © Barling et al.; licensee BioMed Central Ltd. 2013 This article is published under license to BioMed Central Ltd. This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Barling, Adam
Swaminathan, Kankshita
Mitros, Therese
James, Brandon T
Morris, Juliette
Ngamboma, Ornella
Hall, Megan C
Kirkpatrick, Jessica
Alabady, Magdy
Spence, Ashley K
Hudson, Matthew E
Rokhsar, Daniel S
Moose, Stephen P
A detailed gene expression study of the Miscanthus genus reveals changes in the transcriptome associated with the rejuvenation of spring rhizomes
title A detailed gene expression study of the Miscanthus genus reveals changes in the transcriptome associated with the rejuvenation of spring rhizomes
title_full A detailed gene expression study of the Miscanthus genus reveals changes in the transcriptome associated with the rejuvenation of spring rhizomes
title_fullStr A detailed gene expression study of the Miscanthus genus reveals changes in the transcriptome associated with the rejuvenation of spring rhizomes
title_full_unstemmed A detailed gene expression study of the Miscanthus genus reveals changes in the transcriptome associated with the rejuvenation of spring rhizomes
title_short A detailed gene expression study of the Miscanthus genus reveals changes in the transcriptome associated with the rejuvenation of spring rhizomes
title_sort detailed gene expression study of the miscanthus genus reveals changes in the transcriptome associated with the rejuvenation of spring rhizomes
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4046694/
https://www.ncbi.nlm.nih.gov/pubmed/24320546
http://dx.doi.org/10.1186/1471-2164-14-864
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