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Genome-wide association mapping of sodium and potassium concentration in rice grains and shoots under alternate wetting and drying and continuously flooded irrigation
KEY MESSAGE: Identification of a large number of QTL and candidate genes for sodium accumulation in a field grown population of rice derived from the aus subpopulation. ABSTRACT: Rice (Oryza sativa L.) is a globally important cereal crop. Sodium (Na(+)) and potassium (K(+)) are the major monovalent...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8263461/ https://www.ncbi.nlm.nih.gov/pubmed/33942137 http://dx.doi.org/10.1007/s00122-021-03828-9 |
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author | Chen, Caijin Travis, Anthony J. Hossain, Mahmud Islam, Md Rafiqul Price, Adam H. Norton, Gareth J. |
author_facet | Chen, Caijin Travis, Anthony J. Hossain, Mahmud Islam, Md Rafiqul Price, Adam H. Norton, Gareth J. |
author_sort | Chen, Caijin |
collection | PubMed |
description | KEY MESSAGE: Identification of a large number of QTL and candidate genes for sodium accumulation in a field grown population of rice derived from the aus subpopulation. ABSTRACT: Rice (Oryza sativa L.) is a globally important cereal crop. Sodium (Na(+)) and potassium (K(+)) are the major monovalent ions which affect rice growth, and exploring their uptake mechanisms will be useful for understanding rice biology. Since the balance of Na(+) and K(+) plays a significant role in adaptation of rice to salinity, that biology might inform the search for tolerance. In this study, the Na(+) and K(+) concentration and Na(+)/K(+) ratio in grains and shoots were analyzed in the Bengal and Assam Aus Panel grown in field conditions under continuously flooded (CF) and alternate wetting and drying (AWD) irrigation. Overall, AWD irrigation significantly reduced the Na(+) concentration and increased the K(+) concentration in shoots and grains compared to the plants grown under CF. Genome-wide association mapping was conducted on Na(+), K(+) concentration and Na(+)/K(+) ratio with 2 million SNPs using an efficient mixed model. Only QTLs which contained more than two significant SNPs (p < 0.0001) and where at least one of these significant SNPs passed a 10% false discovery rate were reported. A total of 106 QTLs were identified as being associated with Na(+) concentration and Na(+)/K(+) ratio across all traits and field conditions, with 48 QTLs found in multiple traits and/or water conditions. Four notable QTLs (one each on chromosomes 1 and 11, two on chromosome 2) and the haplotype variants of four candidate genes (OsHKT1;5, OsNHX2, LOC_Os02g32490 and OsFAD2_1) are discussed. The QTLs/candidate genes identified here could be useful for breeding rice that accumulates lower concentrations of sodium. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00122-021-03828-9. |
format | Online Article Text |
id | pubmed-8263461 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-82634612021-07-20 Genome-wide association mapping of sodium and potassium concentration in rice grains and shoots under alternate wetting and drying and continuously flooded irrigation Chen, Caijin Travis, Anthony J. Hossain, Mahmud Islam, Md Rafiqul Price, Adam H. Norton, Gareth J. Theor Appl Genet Original Article KEY MESSAGE: Identification of a large number of QTL and candidate genes for sodium accumulation in a field grown population of rice derived from the aus subpopulation. ABSTRACT: Rice (Oryza sativa L.) is a globally important cereal crop. Sodium (Na(+)) and potassium (K(+)) are the major monovalent ions which affect rice growth, and exploring their uptake mechanisms will be useful for understanding rice biology. Since the balance of Na(+) and K(+) plays a significant role in adaptation of rice to salinity, that biology might inform the search for tolerance. In this study, the Na(+) and K(+) concentration and Na(+)/K(+) ratio in grains and shoots were analyzed in the Bengal and Assam Aus Panel grown in field conditions under continuously flooded (CF) and alternate wetting and drying (AWD) irrigation. Overall, AWD irrigation significantly reduced the Na(+) concentration and increased the K(+) concentration in shoots and grains compared to the plants grown under CF. Genome-wide association mapping was conducted on Na(+), K(+) concentration and Na(+)/K(+) ratio with 2 million SNPs using an efficient mixed model. Only QTLs which contained more than two significant SNPs (p < 0.0001) and where at least one of these significant SNPs passed a 10% false discovery rate were reported. A total of 106 QTLs were identified as being associated with Na(+) concentration and Na(+)/K(+) ratio across all traits and field conditions, with 48 QTLs found in multiple traits and/or water conditions. Four notable QTLs (one each on chromosomes 1 and 11, two on chromosome 2) and the haplotype variants of four candidate genes (OsHKT1;5, OsNHX2, LOC_Os02g32490 and OsFAD2_1) are discussed. The QTLs/candidate genes identified here could be useful for breeding rice that accumulates lower concentrations of sodium. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00122-021-03828-9. Springer Berlin Heidelberg 2021-05-04 2021 /pmc/articles/PMC8263461/ /pubmed/33942137 http://dx.doi.org/10.1007/s00122-021-03828-9 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Original Article Chen, Caijin Travis, Anthony J. Hossain, Mahmud Islam, Md Rafiqul Price, Adam H. Norton, Gareth J. Genome-wide association mapping of sodium and potassium concentration in rice grains and shoots under alternate wetting and drying and continuously flooded irrigation |
title | Genome-wide association mapping of sodium and potassium concentration in rice grains and shoots under alternate wetting and drying and continuously flooded irrigation |
title_full | Genome-wide association mapping of sodium and potassium concentration in rice grains and shoots under alternate wetting and drying and continuously flooded irrigation |
title_fullStr | Genome-wide association mapping of sodium and potassium concentration in rice grains and shoots under alternate wetting and drying and continuously flooded irrigation |
title_full_unstemmed | Genome-wide association mapping of sodium and potassium concentration in rice grains and shoots under alternate wetting and drying and continuously flooded irrigation |
title_short | Genome-wide association mapping of sodium and potassium concentration in rice grains and shoots under alternate wetting and drying and continuously flooded irrigation |
title_sort | genome-wide association mapping of sodium and potassium concentration in rice grains and shoots under alternate wetting and drying and continuously flooded irrigation |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8263461/ https://www.ncbi.nlm.nih.gov/pubmed/33942137 http://dx.doi.org/10.1007/s00122-021-03828-9 |
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