Genome-Wide Association Mapping of Salinity Tolerance at the Seedling Stage in a Panel of Vietnamese Landraces Reveals New Valuable QTLs for Salinity Stress Tolerance Breeding in Rice
Rice tolerance to salinity stress involves diverse and complementary mechanisms, such as the regulation of genome expression, activation of specific ion-transport systems to manage excess sodium at the cell or plant level, and anatomical changes that avoid sodium penetration into the inner tissues o...
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doaj-6d432db636364dffb6cd5472a188a2542021-06-01T01:31:18ZengMDPI AGPlants2223-77472021-05-01101088108810.3390/plants10061088Genome-Wide Association Mapping of Salinity Tolerance at the Seedling Stage in a Panel of Vietnamese Landraces Reveals New Valuable QTLs for Salinity Stress Tolerance Breeding in RiceThao Duc Le0Floran Gathignol1Huong Thi Vu2Khanh Le Nguyen3Linh Hien Tran4Hien Thi Thu Vu5Tu Xuan Dinh6Françoise Lazennec7Xuan Hoi Pham8Anne-Aliénor Véry9Pascal Gantet10Giang Thi Hoang11National Key Laboratory for Plant Cell Biotechnology, Agricultural Genetics Institute, LMI RICE-2, Hanoi 00000, VietnamUMR DIADE, Université de Montpellier, IRD, 34095 Montpellier, FranceNational Key Laboratory for Plant Cell Biotechnology, Agricultural Genetics Institute, LMI RICE-2, Hanoi 00000, VietnamFaculty of Agricultural Technology, University of Engineering and Technology, Hanoi 00000, VietnamNational Key Laboratory for Plant Cell Biotechnology, Agricultural Genetics Institute, LMI RICE-2, Hanoi 00000, VietnamDepartment of Genetics and Plant Breeding, Faculty of Agronomy, Vietnam National University of Agriculture, Hanoi 00000, VietnamIncubation and Support Center for Technology and Science Enterprises, Hanoi 00000, VietnamUMR DIADE, Université de Montpellier, IRD, 34095 Montpellier, FranceNational Key Laboratory for Plant Cell Biotechnology, Agricultural Genetics Institute, LMI RICE-2, Hanoi 00000, VietnamUMR BPMP, Univ Montpellier, CNRS, INRAE, Institut Agro, 34060 Montpellier, FranceUMR DIADE, Université de Montpellier, IRD, 34095 Montpellier, FranceNational Key Laboratory for Plant Cell Biotechnology, Agricultural Genetics Institute, LMI RICE-2, Hanoi 00000, VietnamRice tolerance to salinity stress involves diverse and complementary mechanisms, such as the regulation of genome expression, activation of specific ion-transport systems to manage excess sodium at the cell or plant level, and anatomical changes that avoid sodium penetration into the inner tissues of the plant. These complementary mechanisms can act synergistically to improve salinity tolerance in the plant, which is then interesting in breeding programs to pyramidize complementary QTLs (quantitative trait loci), to improve salinity stress tolerance of the plant at different developmental stages and in different environments. This approach presupposes the identification of salinity tolerance QTLs associated with different mechanisms involved in salinity tolerance, which requires the greatest possible genetic diversity to be explored. To contribute to this goal, we screened an original panel of 179 Vietnamese rice landraces genotyped with 21,623 SNP markers for salinity stress tolerance under 100 mM NaCl treatment, at the seedling stage, with the aim of identifying new QTLs involved in the salinity stress tolerance via a genome-wide association study (GWAS). Nine salinity tolerance-related traits, including the salt injury score, chlorophyll and water content, and K<sup>+</sup> and Na<sup>+</sup> contents were measured in leaves. GWAS analysis allowed the identification of 26 QTLs. Interestingly, ten of them were associated with several different traits, which indicates that these QTLs act pleiotropically to control the different levels of plant responses to salinity stress. Twenty-one identified QTLs colocalized with known QTLs. Several genes within these QTLs have functions related to salinity stress tolerance and are mainly involved in gene regulation, signal transduction or hormone signaling. Our study provides promising QTLs for breeding programs to enhance salinity tolerance and identifies candidate genes that should be further functionally studied to better understand salinity tolerance mechanisms in rice.https://www.mdpi.com/2223-7747/10/6/1088riceGWASsalinity toleranceVietnamese landracesQTL |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Thao Duc Le Floran Gathignol Huong Thi Vu Khanh Le Nguyen Linh Hien Tran Hien Thi Thu Vu Tu Xuan Dinh Françoise Lazennec Xuan Hoi Pham Anne-Aliénor Véry Pascal Gantet Giang Thi Hoang |
spellingShingle |
Thao Duc Le Floran Gathignol Huong Thi Vu Khanh Le Nguyen Linh Hien Tran Hien Thi Thu Vu Tu Xuan Dinh Françoise Lazennec Xuan Hoi Pham Anne-Aliénor Véry Pascal Gantet Giang Thi Hoang Genome-Wide Association Mapping of Salinity Tolerance at the Seedling Stage in a Panel of Vietnamese Landraces Reveals New Valuable QTLs for Salinity Stress Tolerance Breeding in Rice Plants rice GWAS salinity tolerance Vietnamese landraces QTL |
author_facet |
Thao Duc Le Floran Gathignol Huong Thi Vu Khanh Le Nguyen Linh Hien Tran Hien Thi Thu Vu Tu Xuan Dinh Françoise Lazennec Xuan Hoi Pham Anne-Aliénor Véry Pascal Gantet Giang Thi Hoang |
author_sort |
Thao Duc Le |
title |
Genome-Wide Association Mapping of Salinity Tolerance at the Seedling Stage in a Panel of Vietnamese Landraces Reveals New Valuable QTLs for Salinity Stress Tolerance Breeding in Rice |
title_short |
Genome-Wide Association Mapping of Salinity Tolerance at the Seedling Stage in a Panel of Vietnamese Landraces Reveals New Valuable QTLs for Salinity Stress Tolerance Breeding in Rice |
title_full |
Genome-Wide Association Mapping of Salinity Tolerance at the Seedling Stage in a Panel of Vietnamese Landraces Reveals New Valuable QTLs for Salinity Stress Tolerance Breeding in Rice |
title_fullStr |
Genome-Wide Association Mapping of Salinity Tolerance at the Seedling Stage in a Panel of Vietnamese Landraces Reveals New Valuable QTLs for Salinity Stress Tolerance Breeding in Rice |
title_full_unstemmed |
Genome-Wide Association Mapping of Salinity Tolerance at the Seedling Stage in a Panel of Vietnamese Landraces Reveals New Valuable QTLs for Salinity Stress Tolerance Breeding in Rice |
title_sort |
genome-wide association mapping of salinity tolerance at the seedling stage in a panel of vietnamese landraces reveals new valuable qtls for salinity stress tolerance breeding in rice |
publisher |
MDPI AG |
series |
Plants |
issn |
2223-7747 |
publishDate |
2021-05-01 |
description |
Rice tolerance to salinity stress involves diverse and complementary mechanisms, such as the regulation of genome expression, activation of specific ion-transport systems to manage excess sodium at the cell or plant level, and anatomical changes that avoid sodium penetration into the inner tissues of the plant. These complementary mechanisms can act synergistically to improve salinity tolerance in the plant, which is then interesting in breeding programs to pyramidize complementary QTLs (quantitative trait loci), to improve salinity stress tolerance of the plant at different developmental stages and in different environments. This approach presupposes the identification of salinity tolerance QTLs associated with different mechanisms involved in salinity tolerance, which requires the greatest possible genetic diversity to be explored. To contribute to this goal, we screened an original panel of 179 Vietnamese rice landraces genotyped with 21,623 SNP markers for salinity stress tolerance under 100 mM NaCl treatment, at the seedling stage, with the aim of identifying new QTLs involved in the salinity stress tolerance via a genome-wide association study (GWAS). Nine salinity tolerance-related traits, including the salt injury score, chlorophyll and water content, and K<sup>+</sup> and Na<sup>+</sup> contents were measured in leaves. GWAS analysis allowed the identification of 26 QTLs. Interestingly, ten of them were associated with several different traits, which indicates that these QTLs act pleiotropically to control the different levels of plant responses to salinity stress. Twenty-one identified QTLs colocalized with known QTLs. Several genes within these QTLs have functions related to salinity stress tolerance and are mainly involved in gene regulation, signal transduction or hormone signaling. Our study provides promising QTLs for breeding programs to enhance salinity tolerance and identifies candidate genes that should be further functionally studied to better understand salinity tolerance mechanisms in rice. |
topic |
rice GWAS salinity tolerance Vietnamese landraces QTL |
url |
https://www.mdpi.com/2223-7747/10/6/1088 |
work_keys_str_mv |
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