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Genome-Wide Association Study Reveals Marker–Trait Associations for Early Vegetative Stage Salinity Tolerance in Rice
Rice germplasm is a rich resource for discovering genes associated with salt tolerance. In the current study, a set of 96 accessions were evaluated for seedling stage salinity tolerance and its component traits. Significant phenotypic variation was observed among the genotypes for all the measured t...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8000697/ https://www.ncbi.nlm.nih.gov/pubmed/33809618 http://dx.doi.org/10.3390/plants10030559 |
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author | Yadav, Ashutosh Kumar Kumar, Aruna Grover, Nitasha Ellur, Ranjith Kumar Bollinedi, Haritha Krishnan, Subbaiyan Gopala Bhowmick, Prolay Kumar Vinod, Kunnummal Kurungara Nagarajan, Mariappan Singh, Ashok Kumar |
author_facet | Yadav, Ashutosh Kumar Kumar, Aruna Grover, Nitasha Ellur, Ranjith Kumar Bollinedi, Haritha Krishnan, Subbaiyan Gopala Bhowmick, Prolay Kumar Vinod, Kunnummal Kurungara Nagarajan, Mariappan Singh, Ashok Kumar |
author_sort | Yadav, Ashutosh Kumar |
collection | PubMed |
description | Rice germplasm is a rich resource for discovering genes associated with salt tolerance. In the current study, a set of 96 accessions were evaluated for seedling stage salinity tolerance and its component traits. Significant phenotypic variation was observed among the genotypes for all the measured traits and eleven accessions with high level of salt tolerance at seedling stage were identified. The germplasm set comprised of three sub-populations and genome-wide association study (GWAS) identified a total of 23 marker–trait associations (MTAs) for traits studied. These MTAs were located on rice chromosomes 1, 2, 5, 6, 7, 9, and 12 and explained the trait phenotypic variances ranging from 13.98 to 29.88 %. Twenty-one MTAs identified in this study were located either in or near the previously reported quantitative trait loci (QTLs), while two MTAs namely, qSDW2.1 and qSNC5 were novel. A total of 18 and 13 putative annotated candidate genes were identified in a genomic region spanning ~200 kb around the MTAs qSDW2.1 and qSNC5, respectively. Some of the important genes underlying the novel MTAs were OsFBA1, OsFBL7, and mTERF which are known to be associated with salinity tolerance in crops. These MTAs pave way for combining salinity tolerance with high yield in rice genotypes through molecular breeding. |
format | Online Article Text |
id | pubmed-8000697 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-80006972021-03-28 Genome-Wide Association Study Reveals Marker–Trait Associations for Early Vegetative Stage Salinity Tolerance in Rice Yadav, Ashutosh Kumar Kumar, Aruna Grover, Nitasha Ellur, Ranjith Kumar Bollinedi, Haritha Krishnan, Subbaiyan Gopala Bhowmick, Prolay Kumar Vinod, Kunnummal Kurungara Nagarajan, Mariappan Singh, Ashok Kumar Plants (Basel) Article Rice germplasm is a rich resource for discovering genes associated with salt tolerance. In the current study, a set of 96 accessions were evaluated for seedling stage salinity tolerance and its component traits. Significant phenotypic variation was observed among the genotypes for all the measured traits and eleven accessions with high level of salt tolerance at seedling stage were identified. The germplasm set comprised of three sub-populations and genome-wide association study (GWAS) identified a total of 23 marker–trait associations (MTAs) for traits studied. These MTAs were located on rice chromosomes 1, 2, 5, 6, 7, 9, and 12 and explained the trait phenotypic variances ranging from 13.98 to 29.88 %. Twenty-one MTAs identified in this study were located either in or near the previously reported quantitative trait loci (QTLs), while two MTAs namely, qSDW2.1 and qSNC5 were novel. A total of 18 and 13 putative annotated candidate genes were identified in a genomic region spanning ~200 kb around the MTAs qSDW2.1 and qSNC5, respectively. Some of the important genes underlying the novel MTAs were OsFBA1, OsFBL7, and mTERF which are known to be associated with salinity tolerance in crops. These MTAs pave way for combining salinity tolerance with high yield in rice genotypes through molecular breeding. MDPI 2021-03-16 /pmc/articles/PMC8000697/ /pubmed/33809618 http://dx.doi.org/10.3390/plants10030559 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/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/ (https://creativecommons.org/licenses/by/4.0/) ). |
spellingShingle | Article Yadav, Ashutosh Kumar Kumar, Aruna Grover, Nitasha Ellur, Ranjith Kumar Bollinedi, Haritha Krishnan, Subbaiyan Gopala Bhowmick, Prolay Kumar Vinod, Kunnummal Kurungara Nagarajan, Mariappan Singh, Ashok Kumar Genome-Wide Association Study Reveals Marker–Trait Associations for Early Vegetative Stage Salinity Tolerance in Rice |
title | Genome-Wide Association Study Reveals Marker–Trait Associations for Early Vegetative Stage Salinity Tolerance in Rice |
title_full | Genome-Wide Association Study Reveals Marker–Trait Associations for Early Vegetative Stage Salinity Tolerance in Rice |
title_fullStr | Genome-Wide Association Study Reveals Marker–Trait Associations for Early Vegetative Stage Salinity Tolerance in Rice |
title_full_unstemmed | Genome-Wide Association Study Reveals Marker–Trait Associations for Early Vegetative Stage Salinity Tolerance in Rice |
title_short | Genome-Wide Association Study Reveals Marker–Trait Associations for Early Vegetative Stage Salinity Tolerance in Rice |
title_sort | genome-wide association study reveals marker–trait associations for early vegetative stage salinity tolerance in rice |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8000697/ https://www.ncbi.nlm.nih.gov/pubmed/33809618 http://dx.doi.org/10.3390/plants10030559 |
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