Within- and across-breed imputation of high-density genotypes in dairy and beef cattle from medium- and low-density genotypes

التفاصيل البيبلوغرافية
العنوان: Within- and across-breed imputation of high-density genotypes in dairy and beef cattle from medium- and low-density genotypes
المؤلفون: Donagh P. Berry, Michael P. Mullen, Matthew C. McClure
بيانات النشر: Wiley-Blackwell, 2013.
سنة النشر: 2013
مصطلحات موضوعية: Linkage disequilibrium, Meat, genotype, Statistics as Topic, direct genomic values, Single-nucleotide polymorphism, Breeding, Beef cattle, Biology, Polymorphism, Single Nucleotide, Linkage Disequilibrium, genomic selection, Animal science, Gene Frequency, Species Specificity, Food Animals, Genotype, Animals, illumina, impute, Allele frequency, 2. Zero hunger, Genetics, inference, accuracy, beagle, Reproducibility of Results, General Medicine, Breed, Dairying, nucleotide polymorphism panels, Belgian Blue, marker panels, Illumina, Cattle, Animal Science and Zoology, Imputation (genetics), dutch holstein cattle
الوصف: peer-reviewed Financial support of the Irish Department of Agriculture Research Stimulus Fund (RSF-06-0353; RSF-06-0428; 11/SF/311), Science Foundation Ireland (09/IN.1/B2642) and the Irish dairy and beef industry are gratefully acknowledged. The objective of this study was to evaluate, using three different genotype density panels, the accuracy of imputation from lower- to higher-density genotypes in dairy and beef cattle. High-density genotypes consisting of 777 962 single-nucleotide polymorphisms (SNP) were available on 3122 animals comprised of 269, 196, 710, 234, 719, 730 and 264 Angus, Belgian Blue, Charolais, Hereford, Holstein-Friesian, Limousin and Simmental bulls, respectively. Three different genotype densities were generated: low density (LD; 6501 autosomal SNPs), medium density (50K; 47 770 autosomal SNPs) and high density (HD; 735 151 autosomal SNPs). Imputation from lower- to higher-density genotype platforms was undertaken within and across breeds exploiting population-wide linkage disequilibrium. The mean allele concordance rate per breed from LD to HD when undertaken using a single breed or multiple breed reference population varied from 0.956 to 0.974 and from 0.947 to 0.967, respectively. The mean allele concordance rate per breed from 50K to HD when undertaken using a single breed or multiple breed reference population varied from 0.987 to 0.994 and from 0.987 to 0.993, respectively. The accuracy of imputation was generally greater when the reference population was solely comprised of the breed to be imputed compared to when the reference population comprised of multiple breeds, although the impact Department of Agriculture, Food and the Marine Science Foundation Ireland
URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::20c567d91c304c9d36fca98205867a26
http://hdl.handle.net/10379/10422
حقوق: OPEN
رقم الأكسشن: edsair.doi.dedup.....20c567d91c304c9d36fca98205867a26
قاعدة البيانات: OpenAIRE