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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Main Authors: Edward Mwando, Yong Han, Tefera Tolera Angessa, Gaofeng Zhou, Camilla Beate Hill, Xiao-Qi Zhang, Chengdao Li
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-02-01
Series:Frontiers in Plant Science
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fpls.2020.00118/full
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spelling 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
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