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Single cell gene regulatory networks in plants: Opportunities for enhancing climate change stress resilience

Global warming poses major challenges for plant survival and agricultural productivity. Thus, efforts to enhance stress resilience in plants are key strategies for protecting food security. Gene regulatory networks (GRNs) are a critical mechanism conferring stress resilience. Until recently, predict...

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Detalles Bibliográficos
Autores principales: Tripathi, Rajiv K., Wilkins, Olivia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley & Sons, Ltd. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8359182/
https://www.ncbi.nlm.nih.gov/pubmed/33522607
http://dx.doi.org/10.1111/pce.14012
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author Tripathi, Rajiv K.
Wilkins, Olivia
author_facet Tripathi, Rajiv K.
Wilkins, Olivia
author_sort Tripathi, Rajiv K.
collection PubMed
description Global warming poses major challenges for plant survival and agricultural productivity. Thus, efforts to enhance stress resilience in plants are key strategies for protecting food security. Gene regulatory networks (GRNs) are a critical mechanism conferring stress resilience. Until recently, predicting GRNs of the individual cells that make up plants and other multicellular organisms was impeded by aggregate population scale measurements of transcriptome and other genome‐scale features. With the advancement of high‐throughput single cell RNA‐seq and other single cell assays, learning GRNs for individual cells is now possible, in principle. In this article, we report on recent advances in experimental and analytical methodologies for single cell sequencing assays especially as they have been applied to the study of plants. We highlight recent advances and ongoing challenges for scGRN prediction, and finally, we highlight the opportunity to use scGRN discovery for studying and ultimately enhancing abiotic stress resilience in plants.
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spelling pubmed-83591822021-08-17 Single cell gene regulatory networks in plants: Opportunities for enhancing climate change stress resilience Tripathi, Rajiv K. Wilkins, Olivia Plant Cell Environ Reviews Global warming poses major challenges for plant survival and agricultural productivity. Thus, efforts to enhance stress resilience in plants are key strategies for protecting food security. Gene regulatory networks (GRNs) are a critical mechanism conferring stress resilience. Until recently, predicting GRNs of the individual cells that make up plants and other multicellular organisms was impeded by aggregate population scale measurements of transcriptome and other genome‐scale features. With the advancement of high‐throughput single cell RNA‐seq and other single cell assays, learning GRNs for individual cells is now possible, in principle. In this article, we report on recent advances in experimental and analytical methodologies for single cell sequencing assays especially as they have been applied to the study of plants. We highlight recent advances and ongoing challenges for scGRN prediction, and finally, we highlight the opportunity to use scGRN discovery for studying and ultimately enhancing abiotic stress resilience in plants. John Wiley & Sons, Ltd. 2021-02-18 2021-07 /pmc/articles/PMC8359182/ /pubmed/33522607 http://dx.doi.org/10.1111/pce.14012 Text en © 2021 The Authors. Plant, Cell & Environment 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 Reviews
Tripathi, Rajiv K.
Wilkins, Olivia
Single cell gene regulatory networks in plants: Opportunities for enhancing climate change stress resilience
title Single cell gene regulatory networks in plants: Opportunities for enhancing climate change stress resilience
title_full Single cell gene regulatory networks in plants: Opportunities for enhancing climate change stress resilience
title_fullStr Single cell gene regulatory networks in plants: Opportunities for enhancing climate change stress resilience
title_full_unstemmed Single cell gene regulatory networks in plants: Opportunities for enhancing climate change stress resilience
title_short Single cell gene regulatory networks in plants: Opportunities for enhancing climate change stress resilience
title_sort single cell gene regulatory networks in plants: opportunities for enhancing climate change stress resilience
topic Reviews
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8359182/
https://www.ncbi.nlm.nih.gov/pubmed/33522607
http://dx.doi.org/10.1111/pce.14012
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