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Implementation of Epigenetic Variation in Sorghum Selection and Implications for Crop Resilience Breeding
Crop resilience and yield stability are complex traits essential for food security. Sorghum bicolor is an important grain crop that shows promise for its natural resilience to drought and potential for marginal land production. We have developed sorghum lines in the Tx430 genetic background suppress...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8828589/ https://www.ncbi.nlm.nih.gov/pubmed/35154188 http://dx.doi.org/10.3389/fpls.2021.798243 |
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author | Ketumile, Dikungwa Yang, Xiaodong Sanchez, Robersy Kundariya, Hardik Rajewski, John Dweikat, Ismail M. Mackenzie, Sally A. |
author_facet | Ketumile, Dikungwa Yang, Xiaodong Sanchez, Robersy Kundariya, Hardik Rajewski, John Dweikat, Ismail M. Mackenzie, Sally A. |
author_sort | Ketumile, Dikungwa |
collection | PubMed |
description | Crop resilience and yield stability are complex traits essential for food security. Sorghum bicolor is an important grain crop that shows promise for its natural resilience to drought and potential for marginal land production. We have developed sorghum lines in the Tx430 genetic background suppressed for MSH1 expression as a means of inducing de novo epigenetic variation, and have used these materials to evaluate changes in plant growth vigor. Plant crossing and selection in two distinct environments revealed features of phenotypic plasticity derived from MSH1 manipulation. Introduction of an epigenetic variation to an isogenic sorghum population, in the absence of selection, resulted in 10% yield increase under ideal field conditions and 20% increase under extreme low nitrogen conditions. However, incorporation of early-stage selection amplified these outcomes to 36% yield increase under ideal conditions and 64% increase under marginal field conditions. Interestingly, the best outcomes were derived by selecting mid-range performance early-generation lines rather than highest performing. Data also suggested that phenotypic plasticity derived from the epigenetic variation was non-uniform in its response to environmental variability but served to reduce genotype × environment interaction. The MSH1-derived growth vigor appeared to be associated with enhanced seedling root growth and altered expression of auxin response pathways, and plants showed evidence of cold tolerance, features consistent with observations made previously in Arabidopsis. These data imply that the MSH1 system is conserved across plant species, pointing to the value of parallel model plant studies to help devise effective plant selection strategies for epigenetic breeding in multiple crops. |
format | Online Article Text |
id | pubmed-8828589 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-88285892022-02-11 Implementation of Epigenetic Variation in Sorghum Selection and Implications for Crop Resilience Breeding Ketumile, Dikungwa Yang, Xiaodong Sanchez, Robersy Kundariya, Hardik Rajewski, John Dweikat, Ismail M. Mackenzie, Sally A. Front Plant Sci Plant Science Crop resilience and yield stability are complex traits essential for food security. Sorghum bicolor is an important grain crop that shows promise for its natural resilience to drought and potential for marginal land production. We have developed sorghum lines in the Tx430 genetic background suppressed for MSH1 expression as a means of inducing de novo epigenetic variation, and have used these materials to evaluate changes in plant growth vigor. Plant crossing and selection in two distinct environments revealed features of phenotypic plasticity derived from MSH1 manipulation. Introduction of an epigenetic variation to an isogenic sorghum population, in the absence of selection, resulted in 10% yield increase under ideal field conditions and 20% increase under extreme low nitrogen conditions. However, incorporation of early-stage selection amplified these outcomes to 36% yield increase under ideal conditions and 64% increase under marginal field conditions. Interestingly, the best outcomes were derived by selecting mid-range performance early-generation lines rather than highest performing. Data also suggested that phenotypic plasticity derived from the epigenetic variation was non-uniform in its response to environmental variability but served to reduce genotype × environment interaction. The MSH1-derived growth vigor appeared to be associated with enhanced seedling root growth and altered expression of auxin response pathways, and plants showed evidence of cold tolerance, features consistent with observations made previously in Arabidopsis. These data imply that the MSH1 system is conserved across plant species, pointing to the value of parallel model plant studies to help devise effective plant selection strategies for epigenetic breeding in multiple crops. Frontiers Media S.A. 2022-01-27 /pmc/articles/PMC8828589/ /pubmed/35154188 http://dx.doi.org/10.3389/fpls.2021.798243 Text en Copyright © 2022 Ketumile, Yang, Sanchez, Kundariya, Rajewski, Dweikat and Mackenzie. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Plant Science Ketumile, Dikungwa Yang, Xiaodong Sanchez, Robersy Kundariya, Hardik Rajewski, John Dweikat, Ismail M. Mackenzie, Sally A. Implementation of Epigenetic Variation in Sorghum Selection and Implications for Crop Resilience Breeding |
title | Implementation of Epigenetic Variation in Sorghum Selection and Implications for Crop Resilience Breeding |
title_full | Implementation of Epigenetic Variation in Sorghum Selection and Implications for Crop Resilience Breeding |
title_fullStr | Implementation of Epigenetic Variation in Sorghum Selection and Implications for Crop Resilience Breeding |
title_full_unstemmed | Implementation of Epigenetic Variation in Sorghum Selection and Implications for Crop Resilience Breeding |
title_short | Implementation of Epigenetic Variation in Sorghum Selection and Implications for Crop Resilience Breeding |
title_sort | implementation of epigenetic variation in sorghum selection and implications for crop resilience breeding |
topic | Plant Science |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8828589/ https://www.ncbi.nlm.nih.gov/pubmed/35154188 http://dx.doi.org/10.3389/fpls.2021.798243 |
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