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Selection for seed size has uneven effects on specialized metabolite abundance in oat (Avena sativa L.)

Plant breeding strategies to optimize metabolite profiles are necessary to develop health-promoting food crops. In oats (Avena sativa L.), seed metabolites are of interest for their antioxidant properties, yet have not been a direct target of selection in breeding. In a diverse oat germplasm panel s...

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Autores principales: Brzozowski, Lauren J, Hu, Haixiao, Campbell, Malachy T, Broeckling, Corey D, Caffe, Melanie, Gutiérrez, Lucía, Smith, Kevin P, Sorrells, Mark E, Gore, Michael A, Jannink, Jean-Luc
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9210299/
https://www.ncbi.nlm.nih.gov/pubmed/34893823
http://dx.doi.org/10.1093/g3journal/jkab419
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author Brzozowski, Lauren J
Hu, Haixiao
Campbell, Malachy T
Broeckling, Corey D
Caffe, Melanie
Gutiérrez, Lucía
Smith, Kevin P
Sorrells, Mark E
Gore, Michael A
Jannink, Jean-Luc
author_facet Brzozowski, Lauren J
Hu, Haixiao
Campbell, Malachy T
Broeckling, Corey D
Caffe, Melanie
Gutiérrez, Lucía
Smith, Kevin P
Sorrells, Mark E
Gore, Michael A
Jannink, Jean-Luc
author_sort Brzozowski, Lauren J
collection PubMed
description Plant breeding strategies to optimize metabolite profiles are necessary to develop health-promoting food crops. In oats (Avena sativa L.), seed metabolites are of interest for their antioxidant properties, yet have not been a direct target of selection in breeding. In a diverse oat germplasm panel spanning a century of breeding, we investigated the degree of variation of these specialized metabolites and how it has been molded by selection for other traits, like yield components. We also ask if these patterns of variation persist in modern breeding pools. Integrating genomic, transcriptomic, metabolomic, and phenotypic analyses for three types of seed specialized metabolites—avenanthramides, avenacins, and avenacosides—we found reduced heritable genetic variation in modern germplasm compared with diverse germplasm, in part due to increased seed size associated with more intensive breeding. Specifically, we found that abundance of avenanthramides increases with seed size, but additional variation is attributable to expression of biosynthetic enzymes. In contrast, avenacoside abundance decreases with seed size and plant breeding intensity. In addition, these different specialized metabolites do not share large-effect loci. Overall, we show that increased seed size associated with intensive plant breeding has uneven effects on the oat seed metabolome, but variation also exists independently of seed size to use in plant breeding. This work broadly contributes to our understanding of how plant breeding has influenced plant traits and tradeoffs between traits (like growth and defense) and the genetic bases of these shifts.
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spelling pubmed-92102992022-06-21 Selection for seed size has uneven effects on specialized metabolite abundance in oat (Avena sativa L.) Brzozowski, Lauren J Hu, Haixiao Campbell, Malachy T Broeckling, Corey D Caffe, Melanie Gutiérrez, Lucía Smith, Kevin P Sorrells, Mark E Gore, Michael A Jannink, Jean-Luc G3 (Bethesda) Investigation Plant breeding strategies to optimize metabolite profiles are necessary to develop health-promoting food crops. In oats (Avena sativa L.), seed metabolites are of interest for their antioxidant properties, yet have not been a direct target of selection in breeding. In a diverse oat germplasm panel spanning a century of breeding, we investigated the degree of variation of these specialized metabolites and how it has been molded by selection for other traits, like yield components. We also ask if these patterns of variation persist in modern breeding pools. Integrating genomic, transcriptomic, metabolomic, and phenotypic analyses for three types of seed specialized metabolites—avenanthramides, avenacins, and avenacosides—we found reduced heritable genetic variation in modern germplasm compared with diverse germplasm, in part due to increased seed size associated with more intensive breeding. Specifically, we found that abundance of avenanthramides increases with seed size, but additional variation is attributable to expression of biosynthetic enzymes. In contrast, avenacoside abundance decreases with seed size and plant breeding intensity. In addition, these different specialized metabolites do not share large-effect loci. Overall, we show that increased seed size associated with intensive plant breeding has uneven effects on the oat seed metabolome, but variation also exists independently of seed size to use in plant breeding. This work broadly contributes to our understanding of how plant breeding has influenced plant traits and tradeoffs between traits (like growth and defense) and the genetic bases of these shifts. Oxford University Press 2021-12-10 /pmc/articles/PMC9210299/ /pubmed/34893823 http://dx.doi.org/10.1093/g3journal/jkab419 Text en © The Author(s) 2021. Published by Oxford University Press on behalf of Genetics Society of America. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Investigation
Brzozowski, Lauren J
Hu, Haixiao
Campbell, Malachy T
Broeckling, Corey D
Caffe, Melanie
Gutiérrez, Lucía
Smith, Kevin P
Sorrells, Mark E
Gore, Michael A
Jannink, Jean-Luc
Selection for seed size has uneven effects on specialized metabolite abundance in oat (Avena sativa L.)
title Selection for seed size has uneven effects on specialized metabolite abundance in oat (Avena sativa L.)
title_full Selection for seed size has uneven effects on specialized metabolite abundance in oat (Avena sativa L.)
title_fullStr Selection for seed size has uneven effects on specialized metabolite abundance in oat (Avena sativa L.)
title_full_unstemmed Selection for seed size has uneven effects on specialized metabolite abundance in oat (Avena sativa L.)
title_short Selection for seed size has uneven effects on specialized metabolite abundance in oat (Avena sativa L.)
title_sort selection for seed size has uneven effects on specialized metabolite abundance in oat (avena sativa l.)
topic Investigation
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9210299/
https://www.ncbi.nlm.nih.gov/pubmed/34893823
http://dx.doi.org/10.1093/g3journal/jkab419
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