Murdoch University Research Repository

Welcome to the Murdoch University Research Repository

The Murdoch University Research Repository is an open access digital collection of research
created by Murdoch University staff, researchers and postgraduate students.

Learn more

Genome-wide association mapping for early and late drought tolerance in a diverse barley collection

Neumann, K., Balint, A.F., Szira, F., Baum, M., Varshney, R.K.ORCID: 0000-0002-4562-9131 and Börner, A. (2011) Genome-wide association mapping for early and late drought tolerance in a diverse barley collection. In: Climate change: challenges and opportunities in agriculture. AGRISAFE Final Conference, 21 - 23 March 2011, Budapest, Hungary

Link to Published Version: https://www.cabdirect.org/cabdirect/abstract/20133...
*Subscription may be required

Abstract

Studying drought tolerance interactions in several developmental stages to map QTL in bi-parental populations is often impossible due to low polymorphism (genetic or phenotypic) in at least one stage. A diverse spring barley collection was investigated for a genome-wide association study and extensive screenings were examined in the early and adult stages. The genotypes were selected for differences in drought tolerance. Tests in the germination and seedling stages were based on osmotic stress induced by polyethylene glycol. In the adult stage, drought tolerance was tested using a rainout shelter, a foil tunnel and with the method of chemical desiccation using potassium iodide. The spring barley collection includes wild barley, landraces and cultivars. Diversity Array Technology (DArT) markers were used for genotyping. Population structure and the extent of linkage disequilibrium (LD) were studied intensely. The genotypes were divided into wild and cultivated barley and into two- and six-row groups with different origins. The decay of LD is fast, offering a fine resolution of the identified loci. The marker-trait associations were calculated in TASSEL using different general linear and mixed linear models. The complexity of the interaction of relevant traits for drought tolerance could be seen at the genetic level. More than 200 loci were found for all the traits, and many loci were shared between the different developmental stages. Root traits were often associated with yield traits. Comparison with the literature showed many of the detected loci were involved in earlier studies, sometimes associated with different, but often with similar or the same traits. Several loci could be identified, where dehydrins may represent the causal gene. Loci for yield components over a range of different studies were also identified. The results of this study highlighted the difficulties in breeding for drought tolerance, but also showed the value of deep phenotyping and of association mapping for such a complex trait.

Item Type: Conference Paper
URI: http://researchrepository.murdoch.edu.au/id/eprint/63354
Item Control Page Item Control Page