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Genetic Diversity, Population Structure, and Marker-Trait Association for Drought Tolerance in US Rice Germplasm
Drought is a major constraint in some rice-growing areas of the United States. Its impact is most severe at the reproductive stage resulting in low grain yield. Therefore, assessment of genetic and phenotypic variation for drought tolerance in US rice germplasm is necessary to accelerate the breedin...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6963191/ https://www.ncbi.nlm.nih.gov/pubmed/31766434 http://dx.doi.org/10.3390/plants8120530 |
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author | Bhattarai, Uttam Subudhi, Prasanta K. |
author_facet | Bhattarai, Uttam Subudhi, Prasanta K. |
author_sort | Bhattarai, Uttam |
collection | PubMed |
description | Drought is a major constraint in some rice-growing areas of the United States. Its impact is most severe at the reproductive stage resulting in low grain yield. Therefore, assessment of genetic and phenotypic variation for drought tolerance in US rice germplasm is necessary to accelerate the breeding effort. Evaluation of 205 US rice genotypes for drought tolerance at the reproductive stage revealed tolerant response in rice genotypes Bengal, Jupiter, Cypress, Jazzman, Caffey, and Trenasse. Harvest index and fresh shoot weight were identified as important traits to explain the majority of variability among the genotypes under drought tolerance. Genotyping with 80 SSR markers indicated a low level of genetic diversity in US germplasm. Population structure analysis grouped the genotypes into eight clusters. The genotypes from California, Louisiana, and Arkansas formed distinct subgroups. Texas genotypes were similar to those from Louisiana and Arkansas. Marker-trait association analysis showed significant association of RM570 and RM351 with grain yield, spikelet fertility, and harvest index whereas shoot dry weight showed association with RM302 and RM461. The drought-tolerant genotypes identified in this study and the SSR markers associated with drought tolerance attributes will be helpful for development of improved drought-tolerant rice varieties through marker assisted selection. |
format | Online Article Text |
id | pubmed-6963191 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-69631912020-01-27 Genetic Diversity, Population Structure, and Marker-Trait Association for Drought Tolerance in US Rice Germplasm Bhattarai, Uttam Subudhi, Prasanta K. Plants (Basel) Article Drought is a major constraint in some rice-growing areas of the United States. Its impact is most severe at the reproductive stage resulting in low grain yield. Therefore, assessment of genetic and phenotypic variation for drought tolerance in US rice germplasm is necessary to accelerate the breeding effort. Evaluation of 205 US rice genotypes for drought tolerance at the reproductive stage revealed tolerant response in rice genotypes Bengal, Jupiter, Cypress, Jazzman, Caffey, and Trenasse. Harvest index and fresh shoot weight were identified as important traits to explain the majority of variability among the genotypes under drought tolerance. Genotyping with 80 SSR markers indicated a low level of genetic diversity in US germplasm. Population structure analysis grouped the genotypes into eight clusters. The genotypes from California, Louisiana, and Arkansas formed distinct subgroups. Texas genotypes were similar to those from Louisiana and Arkansas. Marker-trait association analysis showed significant association of RM570 and RM351 with grain yield, spikelet fertility, and harvest index whereas shoot dry weight showed association with RM302 and RM461. The drought-tolerant genotypes identified in this study and the SSR markers associated with drought tolerance attributes will be helpful for development of improved drought-tolerant rice varieties through marker assisted selection. MDPI 2019-11-21 /pmc/articles/PMC6963191/ /pubmed/31766434 http://dx.doi.org/10.3390/plants8120530 Text en © 2019 by the authors. 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/). |
spellingShingle | Article Bhattarai, Uttam Subudhi, Prasanta K. Genetic Diversity, Population Structure, and Marker-Trait Association for Drought Tolerance in US Rice Germplasm |
title | Genetic Diversity, Population Structure, and Marker-Trait Association for Drought Tolerance in US Rice Germplasm |
title_full | Genetic Diversity, Population Structure, and Marker-Trait Association for Drought Tolerance in US Rice Germplasm |
title_fullStr | Genetic Diversity, Population Structure, and Marker-Trait Association for Drought Tolerance in US Rice Germplasm |
title_full_unstemmed | Genetic Diversity, Population Structure, and Marker-Trait Association for Drought Tolerance in US Rice Germplasm |
title_short | Genetic Diversity, Population Structure, and Marker-Trait Association for Drought Tolerance in US Rice Germplasm |
title_sort | genetic diversity, population structure, and marker-trait association for drought tolerance in us rice germplasm |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6963191/ https://www.ncbi.nlm.nih.gov/pubmed/31766434 http://dx.doi.org/10.3390/plants8120530 |
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