PLoS ONE · 2016 · 28 citations · 43 references
AgricultureGeneticsPlant SciencesPlant GeneticsPlant GenomicsViral Plant PathologyAgronomic Trait EvaluationMarker-trait AssociationMolecular Markers In PlantsQuantitative Trait LociQuantitative Trait Loci MappingQuantitative Trait Locus MappingBarley GeneticsBarley Quantitative Trait LociConsensus Qtl MappingGenome-wide Association MappingMarker-trait Association AnalysisQuantitative Trait Loci (Qtl) MappingSingle Nucleotide Polymorphism MappingSingle Nucleotide Polymorphism Markers
Barley yellow dwarf viruses (BYDVs) are responsible for the disease barley yellow dwarf (BYD) and affect many cereals including oat (Avena sativa L.). Until recently, the molecular marker technology in oat has not allowed for many marker-trait association studies to determine the genetic mechanisms for tolerance. A genome-wide association study (GWAS) was performed on 428 spring oat lines using a recently developed high-density oat single nucleotide polymorphism (SNP) array as well as a SNP-based consensus map. Marker-trait associations were performed using a Q-K mixed model approach to control for population structure and relatedness. Six significant SNP-trait associations representing two QTL were found on chromosomes 3C (Mrg17) and 18D (Mrg04). This is the first report of BYDV tolerance QTL on chromosome 3C (Mrg17) and 18D (Mrg04). Haplotypes using the two QTL were evaluated and distinct classes for tolerance were identified based on the number of favorable alleles. A large number of lines carrying both favorable alleles were observed in the panel.
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