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Modeling temporal and hormonal regulation of plant transcriptional response to wounding

Plants respond to wounding stress by changing gene expression patterns and inducing the production of hormones including jasmonic acid. This wounding transcriptional response activates specialized metabolism pathways such as the glucosinolate pathways in Arabidopsis thaliana. While the regulatory fa...

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Autores principales: Moore, Bethany M, Lee, Yun Sun, Wang, Peipei, Azodi, Christina, Grotewold, Erich, Shiu, Shin-Han
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8824630/
https://www.ncbi.nlm.nih.gov/pubmed/34865154
http://dx.doi.org/10.1093/plcell/koab287
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author Moore, Bethany M
Lee, Yun Sun
Wang, Peipei
Azodi, Christina
Grotewold, Erich
Shiu, Shin-Han
author_facet Moore, Bethany M
Lee, Yun Sun
Wang, Peipei
Azodi, Christina
Grotewold, Erich
Shiu, Shin-Han
author_sort Moore, Bethany M
collection PubMed
description Plants respond to wounding stress by changing gene expression patterns and inducing the production of hormones including jasmonic acid. This wounding transcriptional response activates specialized metabolism pathways such as the glucosinolate pathways in Arabidopsis thaliana. While the regulatory factors and sequences controlling a subset of wound-response genes are known, it remains unclear how wound response is regulated globally. Here, we how these responses are regulated by incorporating putative cis-regulatory elements, known transcription factor binding sites, in vitro DNA affinity purification sequencing, and DNase I hypersensitive sites to predict genes with different wound-response patterns using machine learning. We observed that regulatory sites and regions of open chromatin differed between genes upregulated at early and late wounding time-points as well as between genes induced by jasmonic acid and those not induced. Expanding on what we currently know, we identified cis-elements that improved model predictions of expression clusters over known binding sites. Using a combination of genome editing, in vitro DNA-binding assays, and transient expression assays using native and mutated cis-regulatory elements, we experimentally validated four of the predicted elements, three of which were not previously known to function in wound-response regulation. Our study provides a global model predictive of wound response and identifies new regulatory sequences important for wounding without requiring prior knowledge of the transcriptional regulators.
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spelling pubmed-88246302022-02-09 Modeling temporal and hormonal regulation of plant transcriptional response to wounding Moore, Bethany M Lee, Yun Sun Wang, Peipei Azodi, Christina Grotewold, Erich Shiu, Shin-Han Plant Cell Research Articles Plants respond to wounding stress by changing gene expression patterns and inducing the production of hormones including jasmonic acid. This wounding transcriptional response activates specialized metabolism pathways such as the glucosinolate pathways in Arabidopsis thaliana. While the regulatory factors and sequences controlling a subset of wound-response genes are known, it remains unclear how wound response is regulated globally. Here, we how these responses are regulated by incorporating putative cis-regulatory elements, known transcription factor binding sites, in vitro DNA affinity purification sequencing, and DNase I hypersensitive sites to predict genes with different wound-response patterns using machine learning. We observed that regulatory sites and regions of open chromatin differed between genes upregulated at early and late wounding time-points as well as between genes induced by jasmonic acid and those not induced. Expanding on what we currently know, we identified cis-elements that improved model predictions of expression clusters over known binding sites. Using a combination of genome editing, in vitro DNA-binding assays, and transient expression assays using native and mutated cis-regulatory elements, we experimentally validated four of the predicted elements, three of which were not previously known to function in wound-response regulation. Our study provides a global model predictive of wound response and identifies new regulatory sequences important for wounding without requiring prior knowledge of the transcriptional regulators. Oxford University Press 2021-12-03 /pmc/articles/PMC8824630/ /pubmed/34865154 http://dx.doi.org/10.1093/plcell/koab287 Text en © The Author(s) 2021. Published by Oxford University Press on behalf of American Society of Plant Biologists. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs licence (https://creativecommons.org/licenses/by-nc-nd/4.0/), which permits non-commercial reproduction and distribution of the work, in any medium, provided the original work is not altered or transformed in any way, and that the work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle Research Articles
Moore, Bethany M
Lee, Yun Sun
Wang, Peipei
Azodi, Christina
Grotewold, Erich
Shiu, Shin-Han
Modeling temporal and hormonal regulation of plant transcriptional response to wounding
title Modeling temporal and hormonal regulation of plant transcriptional response to wounding
title_full Modeling temporal and hormonal regulation of plant transcriptional response to wounding
title_fullStr Modeling temporal and hormonal regulation of plant transcriptional response to wounding
title_full_unstemmed Modeling temporal and hormonal regulation of plant transcriptional response to wounding
title_short Modeling temporal and hormonal regulation of plant transcriptional response to wounding
title_sort modeling temporal and hormonal regulation of plant transcriptional response to wounding
topic Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8824630/
https://www.ncbi.nlm.nih.gov/pubmed/34865154
http://dx.doi.org/10.1093/plcell/koab287
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