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Genetic Variation for Seed Metabolite Levels in Brachypodium distachyon

Metabolite composition and concentrations in seed grains are important traits of cereals. To identify the variation in the seed metabolotypes of a model grass, namely Brachypodium distachyon, we applied a widely targeted metabolome analysis to forty inbred lines of B. distachyon and examined the acc...

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Autores principales: Onda, Yoshihiko, Inoue, Komaki, Sawada, Yuji, Shimizu, Minami, Takahagi, Kotaro, Uehara-Yamaguchi, Yukiko, Hirai, Masami Y., Garvin, David F., Mochida, Keiichi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6540107/
https://www.ncbi.nlm.nih.gov/pubmed/31083584
http://dx.doi.org/10.3390/ijms20092348
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author Onda, Yoshihiko
Inoue, Komaki
Sawada, Yuji
Shimizu, Minami
Takahagi, Kotaro
Uehara-Yamaguchi, Yukiko
Hirai, Masami Y.
Garvin, David F.
Mochida, Keiichi
author_facet Onda, Yoshihiko
Inoue, Komaki
Sawada, Yuji
Shimizu, Minami
Takahagi, Kotaro
Uehara-Yamaguchi, Yukiko
Hirai, Masami Y.
Garvin, David F.
Mochida, Keiichi
author_sort Onda, Yoshihiko
collection PubMed
description Metabolite composition and concentrations in seed grains are important traits of cereals. To identify the variation in the seed metabolotypes of a model grass, namely Brachypodium distachyon, we applied a widely targeted metabolome analysis to forty inbred lines of B. distachyon and examined the accumulation patterns of 183 compounds in the seeds. By comparing the metabolotypes with the population structure of these lines, we found signature metabolites that represent different accumulation patterns for each of the three B. distachyon subpopulations. Moreover, we found that thirty-seven metabolites exhibited significant differences in their accumulation between the lines Bd21 and Bd3-1. Using a recombinant inbred line (RIL) population from a cross between Bd3-1 and Bd21, we identified the quantitative trait loci (QTLs) linked with this variation in the accumulation of thirteen metabolites. Our metabolite QTL analysis illustrated that different genetic factors may presumably regulate the accumulation of 4-pyridoxate and pyridoxamine in vitamin B6 metabolism. Moreover, we found two QTLs on chromosomes 1 and 4 that affect the accumulation of an anthocyanin, chrysanthemin. These QTLs genetically interacted to regulate the accumulation of this compound. This study demonstrates the potential for metabolite QTL mapping in B. distachyon and provides new insights into the genetic dissection of metabolomic traits in temperate grasses.
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spelling pubmed-65401072019-06-04 Genetic Variation for Seed Metabolite Levels in Brachypodium distachyon Onda, Yoshihiko Inoue, Komaki Sawada, Yuji Shimizu, Minami Takahagi, Kotaro Uehara-Yamaguchi, Yukiko Hirai, Masami Y. Garvin, David F. Mochida, Keiichi Int J Mol Sci Article Metabolite composition and concentrations in seed grains are important traits of cereals. To identify the variation in the seed metabolotypes of a model grass, namely Brachypodium distachyon, we applied a widely targeted metabolome analysis to forty inbred lines of B. distachyon and examined the accumulation patterns of 183 compounds in the seeds. By comparing the metabolotypes with the population structure of these lines, we found signature metabolites that represent different accumulation patterns for each of the three B. distachyon subpopulations. Moreover, we found that thirty-seven metabolites exhibited significant differences in their accumulation between the lines Bd21 and Bd3-1. Using a recombinant inbred line (RIL) population from a cross between Bd3-1 and Bd21, we identified the quantitative trait loci (QTLs) linked with this variation in the accumulation of thirteen metabolites. Our metabolite QTL analysis illustrated that different genetic factors may presumably regulate the accumulation of 4-pyridoxate and pyridoxamine in vitamin B6 metabolism. Moreover, we found two QTLs on chromosomes 1 and 4 that affect the accumulation of an anthocyanin, chrysanthemin. These QTLs genetically interacted to regulate the accumulation of this compound. This study demonstrates the potential for metabolite QTL mapping in B. distachyon and provides new insights into the genetic dissection of metabolomic traits in temperate grasses. MDPI 2019-05-11 /pmc/articles/PMC6540107/ /pubmed/31083584 http://dx.doi.org/10.3390/ijms20092348 Text en © 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Onda, Yoshihiko
Inoue, Komaki
Sawada, Yuji
Shimizu, Minami
Takahagi, Kotaro
Uehara-Yamaguchi, Yukiko
Hirai, Masami Y.
Garvin, David F.
Mochida, Keiichi
Genetic Variation for Seed Metabolite Levels in Brachypodium distachyon
title Genetic Variation for Seed Metabolite Levels in Brachypodium distachyon
title_full Genetic Variation for Seed Metabolite Levels in Brachypodium distachyon
title_fullStr Genetic Variation for Seed Metabolite Levels in Brachypodium distachyon
title_full_unstemmed Genetic Variation for Seed Metabolite Levels in Brachypodium distachyon
title_short Genetic Variation for Seed Metabolite Levels in Brachypodium distachyon
title_sort genetic variation for seed metabolite levels in brachypodium distachyon
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6540107/
https://www.ncbi.nlm.nih.gov/pubmed/31083584
http://dx.doi.org/10.3390/ijms20092348
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