Improving the Accuracy of Whole Genome Prediction for Complex Traits Using the Results of Genome Wide Association Studies
出版年份 2014 全文链接
标题
Improving the Accuracy of Whole Genome Prediction for Complex Traits Using the Results of Genome Wide Association Studies
作者
关键词
Genome-wide association studies, Cattle, Heredity, Rice, Complex traits, Information architecture, Phenotypes, Genome complexity
出版物
PLoS One
Volume 9, Issue 3, Pages e93017
出版商
Public Library of Science (PLoS)
发表日期
2014-03-25
DOI
10.1371/journal.pone.0093017
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- Polygenic Modeling with Bayesian Sparse Linear Mixed Models
- (2013) Xiang Zhou et al. PLoS Genetics
- Efficiency of genomic selection using Bayesian multi-marker models for traits selected to reflect a wide range of heritabilities and frequencies of detected quantitative traits loci in mice
- (2012) Dagmar NRG Kapell et al. BMC GENETICS
- Genome-wide associations for milk production and somatic cell score in Holstein-Friesian cattle in Ireland
- (2012) Brian K Meredith et al. BMC GENETICS
- Comparison of whole-genome prediction models for traits with contrasting genetic architecture in a diversity panel of maize inbred lines
- (2012) Christian Riedelsheimer et al. BMC GENOMICS
- Whole-Genome Regression and Prediction Methods Applied to Plant and Animal Breeding
- (2012) G. de los Campos et al. GENETICS
- Genomic Prediction in Animals and Plants: Simulation of Data, Validation, Reporting, and Benchmarking
- (2012) H. D. Daetwyler et al. GENETICS
- Genome-wide association mapping including phenotypes from relatives without genotypes
- (2012) H. WANG et al. Genetics Research
- Adaptive Evolution and Effective Population Size in Wild House Mice
- (2012) M. Phifer-Rixey et al. MOLECULAR BIOLOGY AND EVOLUTION
- The Drosophila melanogaster Genetic Reference Panel
- (2012) Trudy F. C. Mackay et al. NATURE
- Genomic and metabolic prediction of complex heterotic traits in hybrid maize
- (2012) Christian Riedelsheimer et al. NATURE GENETICS
- Genome-wide association studies in mice
- (2012) Jonathan Flint et al. NATURE REVIEWS GENETICS
- Animal QTLdb: an improved database tool for livestock animal QTL/association data dissemination in the post-genome era
- (2012) Zhi-Liang Hu et al. NUCLEIC ACIDS RESEARCH
- The Long Path from QTL to Gene
- (2012) Norman R. Drinkwater et al. PLoS Genetics
- Using Whole-Genome Sequence Data to Predict Quantitative Trait Phenotypes in Drosophila melanogaster
- (2012) Ulrike Ober et al. PLoS Genetics
- GWASdb: a database for human genetic variants identified by genome-wide association studies
- (2011) Mulin Jun Li et al. NUCLEIC ACIDS RESEARCH
- Genome-Wide Association Study Identifies Loci for Body Composition and Structural Soundness Traits in Pigs
- (2011) Bin Fan et al. PLoS One
- A Genome-Wide SNP Scan Reveals Novel Loci for Egg Production and Quality Traits in White Leghorn and Brown-Egg Dwarf Layers
- (2011) Wenbo Liu et al. PLoS One
- Genome-wide association mapping reveals a rich genetic architecture of complex traits in Oryza sativa
- (2011) Keyan Zhao et al. Nature Communications
- The Impact of Genetic Architecture on Genome-Wide Evaluation Methods
- (2010) H. D. Daetwyler et al. GENETICS
- Pedigree analysis of 5 swine breeds in the United States and the implications for genetic conservation1
- (2010) C. S. Welsh et al. JOURNAL OF ANIMAL SCIENCE
- Extent of linkage disequilibrium and effective population size in Finnish Landrace and Finnish Yorkshire pig breeds1
- (2010) P. Uimari et al. JOURNAL OF ANIMAL SCIENCE
- Hot topic: A unified approach to utilize phenotypic, full pedigree, and genomic information for genetic evaluation of Holstein final score1
- (2010) I. Aguilar et al. JOURNAL OF DAIRY SCIENCE
- Hundreds of variants clustered in genomic loci and biological pathways affect human height
- (2010) Hana Lango Allen et al. NATURE
- Common SNPs explain a large proportion of the heritability for human height
- (2010) Jian Yang et al. NATURE GENETICS
- Genome-wide association studies of 14 agronomic traits in rice landraces
- (2010) Xuehui Huang et al. NATURE GENETICS
- Predicting genetic predisposition in humans: the promise of whole-genome markers
- (2010) Gustavo de los Campos et al. NATURE REVIEWS GENETICS
- Best Linear Unbiased Prediction of Genomic Breeding Values Using a Trait-Specific Marker-Derived Relationship Matrix
- (2010) Zhe Zhang et al. PLoS One
- Genome Wide Association Studies for Milk Production Traits in Chinese Holstein Population
- (2010) Li Jiang et al. PLoS One
- Genetic Architecture of Complex Traits and Accuracy of Genomic Prediction: Coat Colour, Milk-Fat Percentage, and Type in Holstein Cattle as Contrasting Model Traits
- (2010) Ben J. Hayes et al. PLoS Genetics
- Predicting Quantitative Traits With Regression Models for Dense Molecular Markers and Pedigree
- (2009) G. de los Campos et al. GENETICS
- Increased accuracy of artificial selection by using the realized relationship matrix
- (2009) B. J. HAYES et al. Genetics Research
- Technical note: Derivation of equivalent computing algorithms for genomic predictions and reliabilities of animal merit
- (2009) I. Strandén et al. JOURNAL OF DAIRY SCIENCE
- Invited review: Genomic selection in dairy cattle: Progress and challenges
- (2009) B.J. Hayes et al. JOURNAL OF DAIRY SCIENCE
- Finding the missing heritability of complex diseases
- (2009) Teri A. Manolio et al. NATURE
- Mapping genes for complex traits in domestic animals and their use in breeding programmes
- (2009) Michael E. Goddard et al. NATURE REVIEWS GENETICS
- The genetics of quantitative traits: challenges and prospects
- (2009) Trudy F. C. Mackay et al. NATURE REVIEWS GENETICS
- Development and Characterization of a High Density SNP Genotyping Assay for Cattle
- (2009) Lakshmi K. Matukumalli et al. PLoS One
- Potential etiologic and functional implications of genome-wide association loci for human diseases and traits
- (2009) L. A. Hindorff et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- The Genetic Architecture of Maize Flowering Time
- (2009) E. S. Buckler et al. SCIENCE
- Prediction of individual genetic risk of complex disease
- (2008) Naomi R Wray et al. CURRENT OPINION IN GENETICS & DEVELOPMENT
- Nonparametric Methods for Incorporating Genomic Information Into Genetic Evaluations: An Application to Mortality in Broilers
- (2008) O. Gonzalez-Recio et al. GENETICS
- Efficient Methods to Compute Genomic Predictions
- (2008) P.M. VanRaden JOURNAL OF DAIRY SCIENCE
- Invited Review: Reliability of genomic predictions for North American Holstein bulls
- (2008) P.M. VanRaden et al. JOURNAL OF DAIRY SCIENCE
- Personal genomes: The case of the missing heritability
- (2008) Brendan Maher NATURE
- Genome-wide association analysis identifies 20 loci that influence adult height
- (2008) Michael N Weedon et al. NATURE GENETICS
- Many sequence variants affecting diversity of adult human height
- (2008) Daniel F Gudbjartsson et al. NATURE GENETICS
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