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Patterns of pan‐genome occupancy and gene coexpression under water‐deficit in Brachypodium distachyon
Natural populations are characterized by abundant genetic diversity driven by a range of different types of mutation. The tractability of sequencing complete genomes has allowed new insights into the variable composition of genomes, summarized as a species pan‐genome. These analyses demonstrate that...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9804473/ https://www.ncbi.nlm.nih.gov/pubmed/35976181 http://dx.doi.org/10.1111/mec.16661 |
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author | Sancho, Rubén Catalán, Pilar Contreras‐Moreira, Bruno Juenger, Thomas E. Des Marais, David L. |
author_facet | Sancho, Rubén Catalán, Pilar Contreras‐Moreira, Bruno Juenger, Thomas E. Des Marais, David L. |
author_sort | Sancho, Rubén |
collection | PubMed |
description | Natural populations are characterized by abundant genetic diversity driven by a range of different types of mutation. The tractability of sequencing complete genomes has allowed new insights into the variable composition of genomes, summarized as a species pan‐genome. These analyses demonstrate that many genes are absent from the first reference genomes, whose analysis dominated the initial years of the genomic era. Our field now turns towards understanding the functional consequence of these highly variable genomes. Here, we analysed weighted gene coexpression networks from leaf transcriptome data for drought response in the purple false brome Brachypodium distachyon and the differential expression of genes putatively involved in adaptation to this stressor. We specifically asked whether genes with variable “occupancy” in the pan‐genome – genes which are either present in all studied genotypes or missing in some genotypes – show different distributions among coexpression modules. Coexpression analysis united genes expressed in drought‐stressed plants into nine modules covering 72 hub genes (87 hub isoforms), and genes expressed under controlled water conditions into 13 modules, covering 190 hub genes (251 hub isoforms). We find that low occupancy pan‐genes are under‐represented among several modules, while other modules are over‐enriched for low‐occupancy pan‐genes. We also provide new insight into the regulation of drought response in B. distachyon, specifically identifying one module with an apparent role in primary metabolism that is strongly responsive to drought. Our work shows the power of integrating pan‐genomic analysis with transcriptomic data using factorial experiments to understand the functional genomics of environmental response. |
format | Online Article Text |
id | pubmed-9804473 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-98044732023-01-03 Patterns of pan‐genome occupancy and gene coexpression under water‐deficit in Brachypodium distachyon Sancho, Rubén Catalán, Pilar Contreras‐Moreira, Bruno Juenger, Thomas E. Des Marais, David L. Mol Ecol ORIGINAL ARTICLES Natural populations are characterized by abundant genetic diversity driven by a range of different types of mutation. The tractability of sequencing complete genomes has allowed new insights into the variable composition of genomes, summarized as a species pan‐genome. These analyses demonstrate that many genes are absent from the first reference genomes, whose analysis dominated the initial years of the genomic era. Our field now turns towards understanding the functional consequence of these highly variable genomes. Here, we analysed weighted gene coexpression networks from leaf transcriptome data for drought response in the purple false brome Brachypodium distachyon and the differential expression of genes putatively involved in adaptation to this stressor. We specifically asked whether genes with variable “occupancy” in the pan‐genome – genes which are either present in all studied genotypes or missing in some genotypes – show different distributions among coexpression modules. Coexpression analysis united genes expressed in drought‐stressed plants into nine modules covering 72 hub genes (87 hub isoforms), and genes expressed under controlled water conditions into 13 modules, covering 190 hub genes (251 hub isoforms). We find that low occupancy pan‐genes are under‐represented among several modules, while other modules are over‐enriched for low‐occupancy pan‐genes. We also provide new insight into the regulation of drought response in B. distachyon, specifically identifying one module with an apparent role in primary metabolism that is strongly responsive to drought. Our work shows the power of integrating pan‐genomic analysis with transcriptomic data using factorial experiments to understand the functional genomics of environmental response. John Wiley and Sons Inc. 2022-08-26 2022-10 /pmc/articles/PMC9804473/ /pubmed/35976181 http://dx.doi.org/10.1111/mec.16661 Text en © 2022 The Authors. Molecular Ecology published by John Wiley & Sons Ltd. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made. |
spellingShingle | ORIGINAL ARTICLES Sancho, Rubén Catalán, Pilar Contreras‐Moreira, Bruno Juenger, Thomas E. Des Marais, David L. Patterns of pan‐genome occupancy and gene coexpression under water‐deficit in Brachypodium distachyon |
title | Patterns of pan‐genome occupancy and gene coexpression under water‐deficit in Brachypodium distachyon
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title_full | Patterns of pan‐genome occupancy and gene coexpression under water‐deficit in Brachypodium distachyon
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title_fullStr | Patterns of pan‐genome occupancy and gene coexpression under water‐deficit in Brachypodium distachyon
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title_full_unstemmed | Patterns of pan‐genome occupancy and gene coexpression under water‐deficit in Brachypodium distachyon
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title_short | Patterns of pan‐genome occupancy and gene coexpression under water‐deficit in Brachypodium distachyon
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title_sort | patterns of pan‐genome occupancy and gene coexpression under water‐deficit in brachypodium distachyon |
topic | ORIGINAL ARTICLES |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9804473/ https://www.ncbi.nlm.nih.gov/pubmed/35976181 http://dx.doi.org/10.1111/mec.16661 |
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