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Genetic loci regulating arsenic content in rice grains when grown flooded or under alternative wetting and drying irrigation

BACKGROUND: Rice is a global staple crop, being the main calorific component of many people living subsistence livelihoods. Rice can accumulate toxic elements such as arsenic, with the crop water management strongly affecting uptake. This study utilises the Bengal and Assam Aus Panel to conduct geno...

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Autores principales: Norton, Gareth J., Travis, Anthony J., Talukdar, Partha, Hossain, Mahmud, Islam, Md Rafiqul, Douglas, Alex, Price, Adam H.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6646650/
https://www.ncbi.nlm.nih.gov/pubmed/31332547
http://dx.doi.org/10.1186/s12284-019-0307-9
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author Norton, Gareth J.
Travis, Anthony J.
Talukdar, Partha
Hossain, Mahmud
Islam, Md Rafiqul
Douglas, Alex
Price, Adam H.
author_facet Norton, Gareth J.
Travis, Anthony J.
Talukdar, Partha
Hossain, Mahmud
Islam, Md Rafiqul
Douglas, Alex
Price, Adam H.
author_sort Norton, Gareth J.
collection PubMed
description BACKGROUND: Rice is a global staple crop, being the main calorific component of many people living subsistence livelihoods. Rice can accumulate toxic elements such as arsenic, with the crop water management strongly affecting uptake. This study utilises the Bengal and Assam Aus Panel to conduct genome wide association (GWA) mapping for arsenic in shoots and grains of rice grown over 2 years under continually flooded (CF) and alternate wetting and drying (AWD). The aim was to assess genotype by water management interaction, identify quantitative trait loci (QTL) for arsenic accumulation, and propose candidate genes for lowering grain arsenic. RESULTS: AWD significantly reduced grain arsenic across all cultivars on average by 15.7 and 15.1% in year 1 and 2 respectively and shoot arsenic by 27.0% compared to the plants grown under CF. There was a weak cultivar by treatment interaction for grain for arsenic. All traits were strongly influenced by cultivar. GWA mapping identified a large number of 74 individual QTLs for arsenic, with six QTLs showing stability across years and/or water treatments. Three of the loci (one on chromosome 3, one on chromosome 4, and one on chromosome 5) were investigated in detail using an approach of clustering cultivars that had similar haplotypes for the QTL regions and then looking at the phenotypic values across the clusters. Two of the identified QTLs co-localised with known genes involved in arsenic accumulation, including Lsi2 which has not previously been reported to underlie a grain arsenic QTL. CONCLUSIONS: This study has identified a number of novel QTLs for arsenic accumulation, as well as cultivars that consistently accumulate less arsenic over multiple field traits. The use of a haplotype clustering approach after GWA mapping has allowed for the effect, in terms of arsenic accumulation, to be determined for cultivars that share similar genomic sequence. Allocating nine high yielding Bangladeshi cultivars to these clusters has identified the potential of utilising these QTLs in breeding programmes; for example, incorporation of the QTL on chromosome 5 should decrease grain arsenic in elite high yielding Bangladeshi cultivars by 10% in all high yielding cultivars studied. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12284-019-0307-9) contains supplementary material, which is available to authorized users.
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spelling pubmed-66466502019-08-09 Genetic loci regulating arsenic content in rice grains when grown flooded or under alternative wetting and drying irrigation Norton, Gareth J. Travis, Anthony J. Talukdar, Partha Hossain, Mahmud Islam, Md Rafiqul Douglas, Alex Price, Adam H. Rice (N Y) Original Article BACKGROUND: Rice is a global staple crop, being the main calorific component of many people living subsistence livelihoods. Rice can accumulate toxic elements such as arsenic, with the crop water management strongly affecting uptake. This study utilises the Bengal and Assam Aus Panel to conduct genome wide association (GWA) mapping for arsenic in shoots and grains of rice grown over 2 years under continually flooded (CF) and alternate wetting and drying (AWD). The aim was to assess genotype by water management interaction, identify quantitative trait loci (QTL) for arsenic accumulation, and propose candidate genes for lowering grain arsenic. RESULTS: AWD significantly reduced grain arsenic across all cultivars on average by 15.7 and 15.1% in year 1 and 2 respectively and shoot arsenic by 27.0% compared to the plants grown under CF. There was a weak cultivar by treatment interaction for grain for arsenic. All traits were strongly influenced by cultivar. GWA mapping identified a large number of 74 individual QTLs for arsenic, with six QTLs showing stability across years and/or water treatments. Three of the loci (one on chromosome 3, one on chromosome 4, and one on chromosome 5) were investigated in detail using an approach of clustering cultivars that had similar haplotypes for the QTL regions and then looking at the phenotypic values across the clusters. Two of the identified QTLs co-localised with known genes involved in arsenic accumulation, including Lsi2 which has not previously been reported to underlie a grain arsenic QTL. CONCLUSIONS: This study has identified a number of novel QTLs for arsenic accumulation, as well as cultivars that consistently accumulate less arsenic over multiple field traits. The use of a haplotype clustering approach after GWA mapping has allowed for the effect, in terms of arsenic accumulation, to be determined for cultivars that share similar genomic sequence. Allocating nine high yielding Bangladeshi cultivars to these clusters has identified the potential of utilising these QTLs in breeding programmes; for example, incorporation of the QTL on chromosome 5 should decrease grain arsenic in elite high yielding Bangladeshi cultivars by 10% in all high yielding cultivars studied. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12284-019-0307-9) contains supplementary material, which is available to authorized users. Springer US 2019-07-22 /pmc/articles/PMC6646650/ /pubmed/31332547 http://dx.doi.org/10.1186/s12284-019-0307-9 Text en © The Author(s). 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided 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.
spellingShingle Original Article
Norton, Gareth J.
Travis, Anthony J.
Talukdar, Partha
Hossain, Mahmud
Islam, Md Rafiqul
Douglas, Alex
Price, Adam H.
Genetic loci regulating arsenic content in rice grains when grown flooded or under alternative wetting and drying irrigation
title Genetic loci regulating arsenic content in rice grains when grown flooded or under alternative wetting and drying irrigation
title_full Genetic loci regulating arsenic content in rice grains when grown flooded or under alternative wetting and drying irrigation
title_fullStr Genetic loci regulating arsenic content in rice grains when grown flooded or under alternative wetting and drying irrigation
title_full_unstemmed Genetic loci regulating arsenic content in rice grains when grown flooded or under alternative wetting and drying irrigation
title_short Genetic loci regulating arsenic content in rice grains when grown flooded or under alternative wetting and drying irrigation
title_sort genetic loci regulating arsenic content in rice grains when grown flooded or under alternative wetting and drying irrigation
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6646650/
https://www.ncbi.nlm.nih.gov/pubmed/31332547
http://dx.doi.org/10.1186/s12284-019-0307-9
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