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author Gage, Joseph L.
Jarquin, Diego
Romay, Cinta
Lorenz, Aaron
Buckler, Edward S.
Kaeppler, Shawn
Alkhalifah, Naser
Bohn, Martin
Campbell, Darwin A.
Edwards, Jode
Ertl, David
Flint-Garcia, Sherry
Gardiner, Jack
Good, Byron
Hirsch, Candice N.
Holland, Jim
Hooker, David C.
Knoll, Joseph
Kolkman, Judith
Kruger, Greg
Lauter, Nick
Lawrence-Dill, Carolyn J.
Lee, Elizabeth
Lynch, Jonathan
Murray, Seth C.
Nelson, Rebecca
Petzoldt, Jane
Rocheford, Torbert
Schnable, James
Schnable, Patrick S.
Scully, Brian
Smith, Margaret
Springer, Nathan M.
Srinivasan, Srikant
Walton, Renee
Weldekidan, Teclemariam
Wisser, Randall J.
Xu, Wenwei
Yu, Jianming
de Leon, Natalia
author_facet Gage, Joseph L.
Jarquin, Diego
Romay, Cinta
Lorenz, Aaron
Buckler, Edward S.
Kaeppler, Shawn
Alkhalifah, Naser
Bohn, Martin
Campbell, Darwin A.
Edwards, Jode
Ertl, David
Flint-Garcia, Sherry
Gardiner, Jack
Good, Byron
Hirsch, Candice N.
Holland, Jim
Hooker, David C.
Knoll, Joseph
Kolkman, Judith
Kruger, Greg
Lauter, Nick
Lawrence-Dill, Carolyn J.
Lee, Elizabeth
Lynch, Jonathan
Murray, Seth C.
Nelson, Rebecca
Petzoldt, Jane
Rocheford, Torbert
Schnable, James
Schnable, Patrick S.
Scully, Brian
Smith, Margaret
Springer, Nathan M.
Srinivasan, Srikant
Walton, Renee
Weldekidan, Teclemariam
Wisser, Randall J.
Xu, Wenwei
Yu, Jianming
de Leon, Natalia
author_sort Gage, Joseph L.
collection PubMed
description Remarkable productivity has been achieved in crop species through artificial selection and adaptation to modern agronomic practices. Whether intensive selection has changed the ability of improved cultivars to maintain high productivity across variable environments is unknown. Understanding the genetic control of phenotypic plasticity and genotype by environment (G × E) interaction will enhance crop performance predictions across diverse environments. Here we use data generated from the Genomes to Fields (G2F) Maize G × E project to assess the effect of selection on G × E variation and characterize polymorphisms associated with plasticity. Genomic regions putatively selected during modern temperate maize breeding explain less variability for yield G × E than unselected regions, indicating that improvement by breeding may have reduced G × E of modern temperate cultivars. Trends in genomic position of variants associated with stability reveal fewer genic associations and enrichment of variants 0–5000 base pairs upstream of genes, hypothetically due to control of plasticity by short-range regulatory elements.
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spelling pubmed-56770052017-11-13 The effect of artificial selection on phenotypic plasticity in maize Gage, Joseph L. Jarquin, Diego Romay, Cinta Lorenz, Aaron Buckler, Edward S. Kaeppler, Shawn Alkhalifah, Naser Bohn, Martin Campbell, Darwin A. Edwards, Jode Ertl, David Flint-Garcia, Sherry Gardiner, Jack Good, Byron Hirsch, Candice N. Holland, Jim Hooker, David C. Knoll, Joseph Kolkman, Judith Kruger, Greg Lauter, Nick Lawrence-Dill, Carolyn J. Lee, Elizabeth Lynch, Jonathan Murray, Seth C. Nelson, Rebecca Petzoldt, Jane Rocheford, Torbert Schnable, James Schnable, Patrick S. Scully, Brian Smith, Margaret Springer, Nathan M. Srinivasan, Srikant Walton, Renee Weldekidan, Teclemariam Wisser, Randall J. Xu, Wenwei Yu, Jianming de Leon, Natalia Nat Commun Article Remarkable productivity has been achieved in crop species through artificial selection and adaptation to modern agronomic practices. Whether intensive selection has changed the ability of improved cultivars to maintain high productivity across variable environments is unknown. Understanding the genetic control of phenotypic plasticity and genotype by environment (G × E) interaction will enhance crop performance predictions across diverse environments. Here we use data generated from the Genomes to Fields (G2F) Maize G × E project to assess the effect of selection on G × E variation and characterize polymorphisms associated with plasticity. Genomic regions putatively selected during modern temperate maize breeding explain less variability for yield G × E than unselected regions, indicating that improvement by breeding may have reduced G × E of modern temperate cultivars. Trends in genomic position of variants associated with stability reveal fewer genic associations and enrichment of variants 0–5000 base pairs upstream of genes, hypothetically due to control of plasticity by short-range regulatory elements. Nature Publishing Group UK 2017-11-07 /pmc/articles/PMC5677005/ /pubmed/29116144 http://dx.doi.org/10.1038/s41467-017-01450-2 Text en © The Author(s) 2017 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Gage, Joseph L.
Jarquin, Diego
Romay, Cinta
Lorenz, Aaron
Buckler, Edward S.
Kaeppler, Shawn
Alkhalifah, Naser
Bohn, Martin
Campbell, Darwin A.
Edwards, Jode
Ertl, David
Flint-Garcia, Sherry
Gardiner, Jack
Good, Byron
Hirsch, Candice N.
Holland, Jim
Hooker, David C.
Knoll, Joseph
Kolkman, Judith
Kruger, Greg
Lauter, Nick
Lawrence-Dill, Carolyn J.
Lee, Elizabeth
Lynch, Jonathan
Murray, Seth C.
Nelson, Rebecca
Petzoldt, Jane
Rocheford, Torbert
Schnable, James
Schnable, Patrick S.
Scully, Brian
Smith, Margaret
Springer, Nathan M.
Srinivasan, Srikant
Walton, Renee
Weldekidan, Teclemariam
Wisser, Randall J.
Xu, Wenwei
Yu, Jianming
de Leon, Natalia
The effect of artificial selection on phenotypic plasticity in maize
title The effect of artificial selection on phenotypic plasticity in maize
title_full The effect of artificial selection on phenotypic plasticity in maize
title_fullStr The effect of artificial selection on phenotypic plasticity in maize
title_full_unstemmed The effect of artificial selection on phenotypic plasticity in maize
title_short The effect of artificial selection on phenotypic plasticity in maize
title_sort effect of artificial selection on phenotypic plasticity in maize
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5677005/
https://www.ncbi.nlm.nih.gov/pubmed/29116144
http://dx.doi.org/10.1038/s41467-017-01450-2
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