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Drought responsive gene expression regulatory divergence between upland and lowland ecotypes of a perennial C(4) grass
Climatic adaptation is an example of a genotype-by-environment interaction (G×E) of fitness. Selection upon gene expression regulatory variation can contribute to adaptive phenotypic diversity; however, surprisingly few studies have examined how genome-wide patterns of gene expression G×E are manife...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cold Spring Harbor Laboratory Press
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4817774/ https://www.ncbi.nlm.nih.gov/pubmed/26953271 http://dx.doi.org/10.1101/gr.198135.115 |
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author | Lovell, John T. Schwartz, Scott Lowry, David B. Shakirov, Eugene V. Bonnette, Jason E. Weng, Xiaoyu Wang, Mei Johnson, Jenifer Sreedasyam, Avinash Plott, Christopher Jenkins, Jerry Schmutz, Jeremy Juenger, Thomas E. |
author_facet | Lovell, John T. Schwartz, Scott Lowry, David B. Shakirov, Eugene V. Bonnette, Jason E. Weng, Xiaoyu Wang, Mei Johnson, Jenifer Sreedasyam, Avinash Plott, Christopher Jenkins, Jerry Schmutz, Jeremy Juenger, Thomas E. |
author_sort | Lovell, John T. |
collection | PubMed |
description | Climatic adaptation is an example of a genotype-by-environment interaction (G×E) of fitness. Selection upon gene expression regulatory variation can contribute to adaptive phenotypic diversity; however, surprisingly few studies have examined how genome-wide patterns of gene expression G×E are manifested in response to environmental stress and other selective agents that cause climatic adaptation. Here, we characterize drought-responsive expression divergence between upland (drought-adapted) and lowland (mesic) ecotypes of the perennial C(4) grass, Panicum hallii, in natural field conditions. Overall, we find that cis-regulatory elements contributed to gene expression divergence across 47% of genes, 7.2% of which exhibit drought-responsive G×E. While less well-represented, we observe 1294 genes (7.8%) with trans effects. Trans-by-environment interactions are weaker and much less common than cis G×E, occurring in only 0.7% of trans-regulated genes. Finally, gene expression heterosis is highly enriched in expression phenotypes with significant G×E. As such, modes of inheritance that drive heterosis, such as dominance or overdominance, may be common among G×E genes. Interestingly, motifs specific to drought-responsive transcription factors are highly enriched in the promoters of genes exhibiting G×E and trans regulation, indicating that expression G×E and heterosis may result from the evolution of transcription factors or their binding sites. P. hallii serves as the genomic model for its close relative and emerging biofuel crop, switchgrass (Panicum virgatum). Accordingly, the results here not only aid in the discovery of the genetic mechanisms that underlie local adaptation but also provide a foundation to improve switchgrass yield under water-limited conditions. |
format | Online Article Text |
id | pubmed-4817774 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Cold Spring Harbor Laboratory Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-48177742016-10-01 Drought responsive gene expression regulatory divergence between upland and lowland ecotypes of a perennial C(4) grass Lovell, John T. Schwartz, Scott Lowry, David B. Shakirov, Eugene V. Bonnette, Jason E. Weng, Xiaoyu Wang, Mei Johnson, Jenifer Sreedasyam, Avinash Plott, Christopher Jenkins, Jerry Schmutz, Jeremy Juenger, Thomas E. Genome Res Research Climatic adaptation is an example of a genotype-by-environment interaction (G×E) of fitness. Selection upon gene expression regulatory variation can contribute to adaptive phenotypic diversity; however, surprisingly few studies have examined how genome-wide patterns of gene expression G×E are manifested in response to environmental stress and other selective agents that cause climatic adaptation. Here, we characterize drought-responsive expression divergence between upland (drought-adapted) and lowland (mesic) ecotypes of the perennial C(4) grass, Panicum hallii, in natural field conditions. Overall, we find that cis-regulatory elements contributed to gene expression divergence across 47% of genes, 7.2% of which exhibit drought-responsive G×E. While less well-represented, we observe 1294 genes (7.8%) with trans effects. Trans-by-environment interactions are weaker and much less common than cis G×E, occurring in only 0.7% of trans-regulated genes. Finally, gene expression heterosis is highly enriched in expression phenotypes with significant G×E. As such, modes of inheritance that drive heterosis, such as dominance or overdominance, may be common among G×E genes. Interestingly, motifs specific to drought-responsive transcription factors are highly enriched in the promoters of genes exhibiting G×E and trans regulation, indicating that expression G×E and heterosis may result from the evolution of transcription factors or their binding sites. P. hallii serves as the genomic model for its close relative and emerging biofuel crop, switchgrass (Panicum virgatum). Accordingly, the results here not only aid in the discovery of the genetic mechanisms that underlie local adaptation but also provide a foundation to improve switchgrass yield under water-limited conditions. Cold Spring Harbor Laboratory Press 2016-04 /pmc/articles/PMC4817774/ /pubmed/26953271 http://dx.doi.org/10.1101/gr.198135.115 Text en © 2016 Lovell et al.; Published by Cold Spring Harbor Laboratory Press http://creativecommons.org/licenses/by-nc/4.0/ This article is distributed exclusively by Cold Spring Harbor Laboratory Press for the first six months after the full-issue publication date (see http://genome.cshlp.org/site/misc/terms.xhtml). After six months, it is available under a Creative Commons License (Attribution-NonCommercial 4.0 International), as described at http://creativecommons.org/licenses/by-nc/4.0/. |
spellingShingle | Research Lovell, John T. Schwartz, Scott Lowry, David B. Shakirov, Eugene V. Bonnette, Jason E. Weng, Xiaoyu Wang, Mei Johnson, Jenifer Sreedasyam, Avinash Plott, Christopher Jenkins, Jerry Schmutz, Jeremy Juenger, Thomas E. Drought responsive gene expression regulatory divergence between upland and lowland ecotypes of a perennial C(4) grass |
title | Drought responsive gene expression regulatory divergence between upland and lowland ecotypes of a perennial C(4) grass |
title_full | Drought responsive gene expression regulatory divergence between upland and lowland ecotypes of a perennial C(4) grass |
title_fullStr | Drought responsive gene expression regulatory divergence between upland and lowland ecotypes of a perennial C(4) grass |
title_full_unstemmed | Drought responsive gene expression regulatory divergence between upland and lowland ecotypes of a perennial C(4) grass |
title_short | Drought responsive gene expression regulatory divergence between upland and lowland ecotypes of a perennial C(4) grass |
title_sort | drought responsive gene expression regulatory divergence between upland and lowland ecotypes of a perennial c(4) grass |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4817774/ https://www.ncbi.nlm.nih.gov/pubmed/26953271 http://dx.doi.org/10.1101/gr.198135.115 |
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