Development and Evaluation of a Barley 50k iSelect SNP Array

被引:211
作者
Bayer, Micha M. [1 ]
Rapazote-Flores, Paulo [1 ]
Ganal, Martin [2 ]
Hedley, Pete E. [1 ]
Macaulay, Malcolm [1 ]
Plieske, Joerg [2 ]
Ramsay, Luke [1 ]
Russell, Joanne [1 ]
Shaw, Paul D. [1 ]
Thomas, William [1 ]
Waugh, Robbie [1 ]
机构
[1] James Hutton Inst, Dundee, Scotland
[2] TraitGenetics GmbH, Gatersleben, Germany
基金
英国生物技术与生命科学研究理事会;
关键词
barley; SNP; genotyping chip; iSelect; exome capture; GENOTYPING ARRAY; SOFTWARE; GENOME; SEQUENCE; PLATFORM; CAPTURE;
D O I
10.3389/fpls.2017.01792
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
High-throughput genotyping arrays continue to be an attractive, cost-effective alternative to sequencing based approaches. We have developed a new 50k Illumina InfiniumiSelect genotyping array for barley, a cereal crop species of major international importance. The majority of SNPs on the array have been extracted from variants called in exome capture data of a wide range of European barley germplasm. We used the recently published barley pseudomolecule assembly to map the exome capture data, which allowed us to generate markers with accurate physical positions and detailed gene annotation. Markers from an existing and widely used barley 9k Infinium iSelect array were carried over onto the 50k chip for backward compatibility. The array design featured 49,267 SNP markers that converted into 44,040 working assays, of which 43,461 were scorable in GenomeStudio. Of the working assays, 6,251 are from the 9k iSelect platform. We validated the SNPs by comparing the genotype calls from the new array to legacy datasets. Rates of agreement averaged 98.1 and 93.9% respectively for the legacy 9k iSelect SNP set (Comadran et al., 2012) and the exome capture SNPs. To test the utility of the 50k chip for genetic mapping, we genotyped a segregating population derived from a Golden Promise x Morex cross (Liu et al., 2014) and mapped over 14,000 SNPs to genetic positions which showed a near exact correspondence to their known physical positions. Manual adjustment of the cluster files used by the interpreting software for genotype scoring improved results substantially, but migration of cluster files between sites led to a deterioration of results, suggesting that local adjustment of cluster files is required on a site-per-site basis. Information relating to the markers on the chip is available online at https://ics.hutton.ac.uk/50k.
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页数:10
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