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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...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2019
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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. |
format | Online Article Text |
id | pubmed-6540107 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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