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Genome-wide association mapping of salinity tolerance in rice (Oryza sativa)
Salinity tolerance in rice is highly desirable to sustain production in areas rendered saline due to various reasons. It is a complex quantitative trait having different components, which can be dissected effectively by genome-wide association study (GWAS). Here, we implemented GWAS to identify loci...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4401324/ https://www.ncbi.nlm.nih.gov/pubmed/25627243 http://dx.doi.org/10.1093/dnares/dsu046 |
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author | Kumar, Vinod Singh, Anshuman Mithra, S. V. Amitha Krishnamurthy, S. L. Parida, Swarup K. Jain, Sourabh Tiwari, Kapil K. Kumar, Pankaj Rao, Atmakuri R. Sharma, S. K. Khurana, Jitendra P. Singh, Nagendra K. Mohapatra, Trilochan |
author_facet | Kumar, Vinod Singh, Anshuman Mithra, S. V. Amitha Krishnamurthy, S. L. Parida, Swarup K. Jain, Sourabh Tiwari, Kapil K. Kumar, Pankaj Rao, Atmakuri R. Sharma, S. K. Khurana, Jitendra P. Singh, Nagendra K. Mohapatra, Trilochan |
author_sort | Kumar, Vinod |
collection | PubMed |
description | Salinity tolerance in rice is highly desirable to sustain production in areas rendered saline due to various reasons. It is a complex quantitative trait having different components, which can be dissected effectively by genome-wide association study (GWAS). Here, we implemented GWAS to identify loci controlling salinity tolerance in rice. A custom-designed array based on 6,000 single nucleotide polymorphisms (SNPs) in as many stress-responsive genes, distributed at an average physical interval of <100 kb on 12 rice chromosomes, was used to genotype 220 rice accessions using Infinium high-throughput assay. Genetic association was analysed with 12 different traits recorded on these accessions under field conditions at reproductive stage. We identified 20 SNPs (loci) significantly associated with Na(+)/K(+) ratio, and 44 SNPs with other traits observed under stress condition. The loci identified for various salinity indices through GWAS explained 5–18% of the phenotypic variance. The region harbouring Saltol, a major quantitative trait loci (QTLs) on chromosome 1 in rice, which is known to control salinity tolerance at seedling stage, was detected as a major association with Na(+)/K(+) ratio measured at reproductive stage in our study. In addition to Saltol, we also found GWAS peaks representing new QTLs on chromosomes 4, 6 and 7. The current association mapping panel contained mostly indica accessions that can serve as source of novel salt tolerance genes and alleles. The gene-based SNP array used in this study was found cost-effective and efficient in unveiling genomic regions/candidate genes regulating salinity stress tolerance in rice. |
format | Online Article Text |
id | pubmed-4401324 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-44013242015-06-26 Genome-wide association mapping of salinity tolerance in rice (Oryza sativa) Kumar, Vinod Singh, Anshuman Mithra, S. V. Amitha Krishnamurthy, S. L. Parida, Swarup K. Jain, Sourabh Tiwari, Kapil K. Kumar, Pankaj Rao, Atmakuri R. Sharma, S. K. Khurana, Jitendra P. Singh, Nagendra K. Mohapatra, Trilochan DNA Res Full Papers Salinity tolerance in rice is highly desirable to sustain production in areas rendered saline due to various reasons. It is a complex quantitative trait having different components, which can be dissected effectively by genome-wide association study (GWAS). Here, we implemented GWAS to identify loci controlling salinity tolerance in rice. A custom-designed array based on 6,000 single nucleotide polymorphisms (SNPs) in as many stress-responsive genes, distributed at an average physical interval of <100 kb on 12 rice chromosomes, was used to genotype 220 rice accessions using Infinium high-throughput assay. Genetic association was analysed with 12 different traits recorded on these accessions under field conditions at reproductive stage. We identified 20 SNPs (loci) significantly associated with Na(+)/K(+) ratio, and 44 SNPs with other traits observed under stress condition. The loci identified for various salinity indices through GWAS explained 5–18% of the phenotypic variance. The region harbouring Saltol, a major quantitative trait loci (QTLs) on chromosome 1 in rice, which is known to control salinity tolerance at seedling stage, was detected as a major association with Na(+)/K(+) ratio measured at reproductive stage in our study. In addition to Saltol, we also found GWAS peaks representing new QTLs on chromosomes 4, 6 and 7. The current association mapping panel contained mostly indica accessions that can serve as source of novel salt tolerance genes and alleles. The gene-based SNP array used in this study was found cost-effective and efficient in unveiling genomic regions/candidate genes regulating salinity stress tolerance in rice. Oxford University Press 2015-04 2015-01-27 /pmc/articles/PMC4401324/ /pubmed/25627243 http://dx.doi.org/10.1093/dnares/dsu046 Text en © The Author 2015. Published by Oxford University Press on behalf of Kazusa DNA Research Institute. http://creativecommons.org/licenses/by-nc/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com |
spellingShingle | Full Papers Kumar, Vinod Singh, Anshuman Mithra, S. V. Amitha Krishnamurthy, S. L. Parida, Swarup K. Jain, Sourabh Tiwari, Kapil K. Kumar, Pankaj Rao, Atmakuri R. Sharma, S. K. Khurana, Jitendra P. Singh, Nagendra K. Mohapatra, Trilochan Genome-wide association mapping of salinity tolerance in rice (Oryza sativa) |
title | Genome-wide association mapping of salinity tolerance in rice (Oryza sativa) |
title_full | Genome-wide association mapping of salinity tolerance in rice (Oryza sativa) |
title_fullStr | Genome-wide association mapping of salinity tolerance in rice (Oryza sativa) |
title_full_unstemmed | Genome-wide association mapping of salinity tolerance in rice (Oryza sativa) |
title_short | Genome-wide association mapping of salinity tolerance in rice (Oryza sativa) |
title_sort | genome-wide association mapping of salinity tolerance in rice (oryza sativa) |
topic | Full Papers |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4401324/ https://www.ncbi.nlm.nih.gov/pubmed/25627243 http://dx.doi.org/10.1093/dnares/dsu046 |
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