Genome-Wide Association Study of Salinity Tolerance During Germination in Barley (Hordeum vulgare L.)
Barley seeds need to be able to germinate and establish seedlings in saline soils in Mediterranean-type climates. Despite being a major cereal crop, barley has few reported quantitative trait loci (QTL) and candidate genes underlying salt tolerance at the germination stage. Breeding programs targeti...
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doaj-01b9881690044e1dbe00ebbd42c678b72020-11-25T01:40:11ZengFrontiers Media S.A.Frontiers in Plant Science1664-462X2020-02-011110.3389/fpls.2020.00118478446Genome-Wide Association Study of Salinity Tolerance During Germination in Barley (Hordeum vulgare L.)Edward Mwando0Edward Mwando1Yong Han2Yong Han3Tefera Tolera Angessa4Tefera Tolera Angessa5Tefera Tolera Angessa6Gaofeng Zhou7Gaofeng Zhou8Camilla Beate Hill9Camilla Beate Hill10Xiao-Qi Zhang11Xiao-Qi Zhang12Chengdao Li13Chengdao Li14Chengdao Li15Western Barley Genetics Alliance, College of Science, Health, Engineering and Education, Murdoch University, Perth, WA, AustraliaWestern Australian State Agricultural Biotechnology Centre, Murdoch University, Perth, WA, AustraliaWestern Barley Genetics Alliance, College of Science, Health, Engineering and Education, Murdoch University, Perth, WA, AustraliaWestern Australian State Agricultural Biotechnology Centre, Murdoch University, Perth, WA, AustraliaWestern Barley Genetics Alliance, College of Science, Health, Engineering and Education, Murdoch University, Perth, WA, AustraliaWestern Australian State Agricultural Biotechnology Centre, Murdoch University, Perth, WA, AustraliaDepartment of Primary Industries and Regional Development Government of Western Australia, Perth, WA, AustraliaWestern Barley Genetics Alliance, College of Science, Health, Engineering and Education, Murdoch University, Perth, WA, AustraliaDepartment of Primary Industries and Regional Development Government of Western Australia, Perth, WA, AustraliaWestern Barley Genetics Alliance, College of Science, Health, Engineering and Education, Murdoch University, Perth, WA, AustraliaWestern Australian State Agricultural Biotechnology Centre, Murdoch University, Perth, WA, AustraliaWestern Barley Genetics Alliance, College of Science, Health, Engineering and Education, Murdoch University, Perth, WA, AustraliaWestern Australian State Agricultural Biotechnology Centre, Murdoch University, Perth, WA, AustraliaWestern Barley Genetics Alliance, College of Science, Health, Engineering and Education, Murdoch University, Perth, WA, AustraliaWestern Australian State Agricultural Biotechnology Centre, Murdoch University, Perth, WA, AustraliaDepartment of Primary Industries and Regional Development Government of Western Australia, Perth, WA, AustraliaBarley seeds need to be able to germinate and establish seedlings in saline soils in Mediterranean-type climates. Despite being a major cereal crop, barley has few reported quantitative trait loci (QTL) and candidate genes underlying salt tolerance at the germination stage. Breeding programs targeting salinity tolerance at germination require an understanding of genetic loci and alleles in the current germplasm. In this study, we investigated seed-germination-related traits under control and salt stress conditions in 350 diverse barley accessions. A genome-wide association study, using ~24,000 genetic markers, was undertaken to detect marker-trait associations (MTA) and the underlying candidate genes for salinity tolerance during germination. We detected 19 loci containing 52 significant salt-tolerance-associated markers across all chromosomes, and 4 genes belonging to 4 family functions underlying the predicted MTAs. Our results provide new genetic resources and information to improve salt tolerance at germination in future barley varieties via genomic and marker-assisted selection and to open up avenues for further functional characterization of the identified candidate genes.https://www.frontiersin.org/article/10.3389/fpls.2020.00118/fullgenome-wide associationbarleyquantitative trait nucleotidegerminationsalinity tolerancegenetic marker |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Edward Mwando Edward Mwando Yong Han Yong Han Tefera Tolera Angessa Tefera Tolera Angessa Tefera Tolera Angessa Gaofeng Zhou Gaofeng Zhou Camilla Beate Hill Camilla Beate Hill Xiao-Qi Zhang Xiao-Qi Zhang Chengdao Li Chengdao Li Chengdao Li |
spellingShingle |
Edward Mwando Edward Mwando Yong Han Yong Han Tefera Tolera Angessa Tefera Tolera Angessa Tefera Tolera Angessa Gaofeng Zhou Gaofeng Zhou Camilla Beate Hill Camilla Beate Hill Xiao-Qi Zhang Xiao-Qi Zhang Chengdao Li Chengdao Li Chengdao Li Genome-Wide Association Study of Salinity Tolerance During Germination in Barley (Hordeum vulgare L.) Frontiers in Plant Science genome-wide association barley quantitative trait nucleotide germination salinity tolerance genetic marker |
author_facet |
Edward Mwando Edward Mwando Yong Han Yong Han Tefera Tolera Angessa Tefera Tolera Angessa Tefera Tolera Angessa Gaofeng Zhou Gaofeng Zhou Camilla Beate Hill Camilla Beate Hill Xiao-Qi Zhang Xiao-Qi Zhang Chengdao Li Chengdao Li Chengdao Li |
author_sort |
Edward Mwando |
title |
Genome-Wide Association Study of Salinity Tolerance During Germination in Barley (Hordeum vulgare L.) |
title_short |
Genome-Wide Association Study of Salinity Tolerance During Germination in Barley (Hordeum vulgare L.) |
title_full |
Genome-Wide Association Study of Salinity Tolerance During Germination in Barley (Hordeum vulgare L.) |
title_fullStr |
Genome-Wide Association Study of Salinity Tolerance During Germination in Barley (Hordeum vulgare L.) |
title_full_unstemmed |
Genome-Wide Association Study of Salinity Tolerance During Germination in Barley (Hordeum vulgare L.) |
title_sort |
genome-wide association study of salinity tolerance during germination in barley (hordeum vulgare l.) |
publisher |
Frontiers Media S.A. |
series |
Frontiers in Plant Science |
issn |
1664-462X |
publishDate |
2020-02-01 |
description |
Barley seeds need to be able to germinate and establish seedlings in saline soils in Mediterranean-type climates. Despite being a major cereal crop, barley has few reported quantitative trait loci (QTL) and candidate genes underlying salt tolerance at the germination stage. Breeding programs targeting salinity tolerance at germination require an understanding of genetic loci and alleles in the current germplasm. In this study, we investigated seed-germination-related traits under control and salt stress conditions in 350 diverse barley accessions. A genome-wide association study, using ~24,000 genetic markers, was undertaken to detect marker-trait associations (MTA) and the underlying candidate genes for salinity tolerance during germination. We detected 19 loci containing 52 significant salt-tolerance-associated markers across all chromosomes, and 4 genes belonging to 4 family functions underlying the predicted MTAs. Our results provide new genetic resources and information to improve salt tolerance at germination in future barley varieties via genomic and marker-assisted selection and to open up avenues for further functional characterization of the identified candidate genes. |
topic |
genome-wide association barley quantitative trait nucleotide germination salinity tolerance genetic marker |
url |
https://www.frontiersin.org/article/10.3389/fpls.2020.00118/full |
work_keys_str_mv |
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