G3 Genes Genomes Genetics · 2014 · 230 citations · 26 references
AgricultureCrop SciencesGeneticsGermplasm EvaluationPlant Genetic ResourcesPlant GeneticsAgronomic Trait EvaluationGene MappingGenetic Diversity AssessmentGenetic MappingQuantitative Trait LociQuantitative Trait Loci MappingCrop Genetic ResourcesCrop MappingFine Mapping Of Quantitative Trait LociGenetic Mapping PopulationsGenetic Mapping ResourcesLinkage Disequilibrium AnalysisLinkage Disequilibrium PatternsWheat Breeding
MAGIC populations represent one of a new generation of crop genetic mapping resources combining high genetic recombination and diversity. We describe the creation and validation of an eight-parent MAGIC population consisting of 1091 F7 lines of winter-sown wheat (Triticum aestivum L.). Analyses based on genotypes from a 90,000-single nucleotide polymorphism (SNP) array find the population to be well-suited as a platform for fine-mapping quantitative trait loci (QTL) and gene isolation. Patterns of linkage disequilibrium (LD) show the population to be highly recombined; genetic marker diversity among the founders was 74% of that captured in a larger set of 64 wheat varieties, and 54% of SNPs segregating among the 64 lines also segregated among the eight founder lines. In contrast, a commonly used reference bi-parental population had only 54% of the diversity of the 64 varieties with 27% of SNPs segregating. We demonstrate the potential of this MAGIC resource by identifying a highly diagnostic marker for the morphological character "awn presence/absence" and independently validate it in an association-mapping panel. These analyses show this large, diverse, and highly recombined MAGIC population to be a powerful resource for the genetic dissection of target traits in wheat, and it is well-placed to efficiently exploit ongoing advances in phenomics and genomics. Genetic marker and trait data, together with instructions for access to seed, are available at http://www.niab.com/MAGIC/.
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GAPIT: genome association and prediction integrated tool
Alexander E. Lipka, Feng Tian, Qishan Wang et al. · Bioinformatics · 2012 · 2.4K citations · Full text
Replicating genotype–phenotype associations
Stephen J. Chanock, Teri A. Manolio, Michael Boehnke et al. · Nature · 2007 · 1.4K citations · Full text