The Plant Journal · 2016 · 203 citations · 33 references
Life SciencesCrop SciencesGeneticsGenomicsPlant GeneticsPlant GenomicsAgronomic Trait EvaluationCrop GenomicsFruit GeneticsGene MappingGenotyping PlatformsHigh-throughput GenotypingGenome-wide Association MappingLinkage Disequilibrium DecayMultiplexed AssaysRecent Genome DuplicationSingle Nucleotide Polymorphism ArraysSingle-nucleotide Polymorphism AnalysisSnp ArraysSnp Genotyping Assays
Cultivated apple (Malus × domestica Borkh.) is one of the most important fruit crops in temperate regions, and has great economic and cultural value. The apple genome is highly heterozygous and has undergone a recent duplication which, combined with a rapid linkage disequilibrium decay, makes it difficult to perform genome-wide association (GWA) studies. Single nucleotide polymorphism arrays offer highly multiplexed assays at a relatively low cost per data point and can be a valid tool for the identification of the markers associated with traits of interest. Here, we describe the development and validation of a 487K SNP Affymetrix Axiom(®) genotyping array for apple and discuss its potential applications. The array has been built from the high-depth resequencing of 63 different cultivars covering most of the genetic diversity in cultivated apple. The SNPs were chosen by applying a focal points approach to enrich genic regions, but also to reach a uniform coverage of non-genic regions. A total of 1324 apple accessions, including the 92 progenies of two mapping populations, have been genotyped with the Axiom(®) Apple480K to assess the effectiveness of the array. A large majority of SNPs (359 994 or 74%) fell in the stringent class of poly high resolution polymorphisms. We also devised a filtering procedure to identify a subset of 275K very robust markers that can be safely used for germplasm surveys in apple. The Axiom(®) Apple480K has now been commercially released both for public and proprietary use and will likely be a reference tool for GWA studies in apple.
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The Sequence Alignment/Map format and SAMtools
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The genome of the domesticated apple (Malus × domestica Borkh.)
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