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Identification of Candidate Genes for Calcium and Magnesium Accumulation in Brassica napus L. by Association Genetics

Calcium (Ca) and magnesium (Mg) are essential plant nutrients and vital for human and animal nutrition. Biofortification of crops has previously been suggested to alleviate widespread human Ca and Mg deficiencies. In this study, new candidate genes influencing the leaf accumulation of Ca and Mg were...

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Autores principales: Alcock, Thomas D., Havlickova, Lenka, He, Zhesi, Bancroft, Ian, White, Philip J., Broadley, Martin R., Graham, Neil S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5694822/
https://www.ncbi.nlm.nih.gov/pubmed/29187860
http://dx.doi.org/10.3389/fpls.2017.01968
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author Alcock, Thomas D.
Havlickova, Lenka
He, Zhesi
Bancroft, Ian
White, Philip J.
Broadley, Martin R.
Graham, Neil S.
author_facet Alcock, Thomas D.
Havlickova, Lenka
He, Zhesi
Bancroft, Ian
White, Philip J.
Broadley, Martin R.
Graham, Neil S.
author_sort Alcock, Thomas D.
collection PubMed
description Calcium (Ca) and magnesium (Mg) are essential plant nutrients and vital for human and animal nutrition. Biofortification of crops has previously been suggested to alleviate widespread human Ca and Mg deficiencies. In this study, new candidate genes influencing the leaf accumulation of Ca and Mg were identified in young Brassica napus plants using associative transcriptomics of ionomics datasets. A total of 247 and 166 SNP markers were associated with leaf Ca and Mg concentration, respectively, after false discovery rate correction and removal of SNPs with low second allele frequency. Gene expression markers at similar positions were also associated with leaf Ca and Mg concentration, including loci on chromosomes A10 and C2, within which lie previously identified transporter genes ACA8 and MGT7. Further candidate genes were selected from seven loci and the mineral composition of whole Arabidopsis thaliana shoots were characterized from lines mutated in orthologous genes. Four and two mutant lines had reduced shoot Ca and Mg concentration, respectively, compared to wild type plants. Three of these mutations were found to have tissue specific effects; notably reduced silique Ca in all three such mutant lines. This knowledge could be applied in targeted breeding, with the possibility of increasing Ca and Mg in plant tissue for improving human and livestock nutrition.
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spelling pubmed-56948222017-11-29 Identification of Candidate Genes for Calcium and Magnesium Accumulation in Brassica napus L. by Association Genetics Alcock, Thomas D. Havlickova, Lenka He, Zhesi Bancroft, Ian White, Philip J. Broadley, Martin R. Graham, Neil S. Front Plant Sci Plant Science Calcium (Ca) and magnesium (Mg) are essential plant nutrients and vital for human and animal nutrition. Biofortification of crops has previously been suggested to alleviate widespread human Ca and Mg deficiencies. In this study, new candidate genes influencing the leaf accumulation of Ca and Mg were identified in young Brassica napus plants using associative transcriptomics of ionomics datasets. A total of 247 and 166 SNP markers were associated with leaf Ca and Mg concentration, respectively, after false discovery rate correction and removal of SNPs with low second allele frequency. Gene expression markers at similar positions were also associated with leaf Ca and Mg concentration, including loci on chromosomes A10 and C2, within which lie previously identified transporter genes ACA8 and MGT7. Further candidate genes were selected from seven loci and the mineral composition of whole Arabidopsis thaliana shoots were characterized from lines mutated in orthologous genes. Four and two mutant lines had reduced shoot Ca and Mg concentration, respectively, compared to wild type plants. Three of these mutations were found to have tissue specific effects; notably reduced silique Ca in all three such mutant lines. This knowledge could be applied in targeted breeding, with the possibility of increasing Ca and Mg in plant tissue for improving human and livestock nutrition. Frontiers Media S.A. 2017-11-15 /pmc/articles/PMC5694822/ /pubmed/29187860 http://dx.doi.org/10.3389/fpls.2017.01968 Text en Copyright © 2017 Alcock, Havlickova, He, Bancroft, White, Broadley and Graham. http://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) or licensor 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
Alcock, Thomas D.
Havlickova, Lenka
He, Zhesi
Bancroft, Ian
White, Philip J.
Broadley, Martin R.
Graham, Neil S.
Identification of Candidate Genes for Calcium and Magnesium Accumulation in Brassica napus L. by Association Genetics
title Identification of Candidate Genes for Calcium and Magnesium Accumulation in Brassica napus L. by Association Genetics
title_full Identification of Candidate Genes for Calcium and Magnesium Accumulation in Brassica napus L. by Association Genetics
title_fullStr Identification of Candidate Genes for Calcium and Magnesium Accumulation in Brassica napus L. by Association Genetics
title_full_unstemmed Identification of Candidate Genes for Calcium and Magnesium Accumulation in Brassica napus L. by Association Genetics
title_short Identification of Candidate Genes for Calcium and Magnesium Accumulation in Brassica napus L. by Association Genetics
title_sort identification of candidate genes for calcium and magnesium accumulation in brassica napus l. by association genetics
topic Plant Science
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5694822/
https://www.ncbi.nlm.nih.gov/pubmed/29187860
http://dx.doi.org/10.3389/fpls.2017.01968
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