List of works - Dorian Garrick

A class of Bayesian methods to combine large numbers of genotyped and non-genotyped animals for whole-genome analyses.

scientific article

A fast EM algorithm for BayesA-like prediction of genomic breeding values

scientific article

A fast and efficient Gibbs sampler for BayesB in whole-genome analyses

scientific article

A genome-wide association study for canine cryptorchidism in Siberian Huskies.

scientific article

A missense mutation in AGTPBP1 was identified in sheep with a lower motor neuron disease

scientific article published on 16 May 2012

A novel nonsense mutation in the DMP1 gene identified by a genome-wide association study is responsible for inherited rickets in Corriedale sheep

scientific article

A whole-genome association study for pig reproductive traits.

scientific article published on 27 May 2011

Accuracies of direct genomic breeding values in Hereford beef cattle using national or international training populations.

scientific article published on 23 January 2013

Accuracies of genomic breeding values in American Angus beef cattle using K-means clustering for cross-validation

scientific article published on 28 November 2011

Accuracy of direct genomic breeding values for nationally evaluated traits in US Limousin and Simmental beef cattle

scientific article published on 7 December 2012

Accuracy of genomic prediction using an evenly spaced, low-density single nucleotide polymorphism panel in broiler chickens.

scientific article published in July 2013

Accuracy of genomic selection methods in a standard data set of loblolly pine (Pinus taeda L.).

scientific article

Accuracy of prediction of simulated polygenic phenotypes and their underlying quantitative trait loci genotypes using real or imputed whole-genome markers in cattle

scientific article

Advantage of including Genomic Information to Predict Breeding Values for Lactation Yields of Milk, Fat, and Protein or Somatic Cell Score in a New Zealand Dairy Goat Herd

scientific article published on 25 December 2020

An Upper Bound for Accuracy of Prediction Using GBLUP.

scientific article

An animal breeding approach to the estimation of genetic and environmental trends from field populations

scientific article published on 09 October 2009

Association of polymorphisms in solute carrier family 27, isoform A6 (SLC27A6) and fatty acid-binding protein-3 and fatty acid-binding protein-4 (FABP3 and FABP4) with fatty acid composition of bovine milk.

scientific article published on 5 July 2013

Bayesian genome-wide association analysis of growth and yearling ultrasound measures of carcass traits in Brangus heifers.

scientific article published in October 2012

Bayesian methods applied to GWAS.

scientific article

Breeding value prediction for production traits in layer chickens using pedigree or genomic relationships in a reduced animal model.

scientific article

Comparison of Bayesian models to estimate direct genomic values in multi-breed commercial beef cattle.

scientific article published on April 2015

Comparison of breeding value prediction for two traits in a Nellore-Angus crossbred population using different Bayesian modeling methodologies

scientific article

Comparison of molecular breeding values based on within- and across-breed training in beef cattle

scientific article published on 16 August 2013

Correction for amino acid loss during acid hydrolysis of a purified protein

scientific article published on 01 May 1996

Deregressing estimated breeding values and weighting information for genomic regression analyses

scientific article

Deriving Gene Networks from SNP Associated with Triacylglycerol and Phospholipid Fatty Acid Fractions from Ribeyes of Angus Cattle.

scientific article published on 20 June 2016

Development and application of a processing model for the Irish dairy industry

scientific article published on 01 November 2010

Effects of number of training generations on genomic prediction for various traits in a layer chicken population

scientific article published on 19 March 2016

Estimating the impact of somatic cell count on the value of milk utilising parameters obtained from the published literature

scientific article published on 26 March 2014

Evaluation of response to bovine viral diarrhea virus type 2 vaccination and timing of weaning on yearling ultrasound body composition, performance, and carcass quality traits in Angus calves

scientific article published on 17 September 2013

Evaluation of variant identification methods for whole genome sequencing data in dairy cattle.

scientific article published in November 2014

Evidence for a major QTL associated with host response to porcine reproductive and respiratory syndrome virus challenge.

scientific article published on 28 December 2011

Extension of the bayesian alphabet for genomic selection

scientific article

Functionally reciprocal mutations of the prolactin signalling pathway define hairy and slick cattle

scientific article

Genetic Parameters for Growth, Ultrasound and Carcass Traits in New Zealand Beef Cattle and Their Correlations with Maternal Performance

scientific article published in 2021

Genetic Parameters for Maternal Performance Traits in Commercially Farmed New Zealand Beef Cattle

scientific article published in 2021

Genetic parameters for carnitine, creatine, creatinine, carnosine, and anserine concentration in longissimus muscle and their association with palatability traits in Angus cattle

Genetic parameters for concentrations of minerals in longissimus muscle and their associations with palatability traits in Angus cattle

scientific article published on 10 December 2012

Genetic parameters for efficiency of crude protein utilisation and its relationship with production traits across lactations in grazing dairy cows

scientific article published in 2020

Genetic polymorphisms in bovine transferrin receptor 2 (TFR2) and solute carrier family 40 (iron-regulated transporter), member 1 (SLC40A1) genes and their association with beef iron content

scientific article published on 07 July 2011

Genome-wide association and prediction of direct genomic breeding values for composition of fatty acids in Angus beef cattle

scientific article

Genome-wide association study for Marek's disease mortality in layer chickens

scientific article published on June 2013

Genome-wide association study for egg production and quality in layer chickens.

scientific article published on 17 March 2014

Genome-wide association study for intramuscular fat deposition and composition in Nellore cattle.

scientific article

Genome-wide association study identifies Loci for body composition and structural soundness traits in pigs

scientific article

Genome-wide association study of infectious bovine keratoconjunctivitis in Angus cattle

scientific article

Genome-wide association study of insect bite hypersensitivity in two horse populations in the Netherlands.

scientific article

Genome-wide prediction of age at puberty and reproductive longevity in sows

scientific article published on 26 February 2013

Genomic Prediction from Multiple-Trait Bayesian Regression Methods Using Mixture Priors.

scientific article published on 7 March 2018

Genomic breeding value prediction and QTL mapping of QTLMAS2010 data using Bayesian Methods ⬇️

scientific article

Genomic breeding value prediction and QTL mapping of QTLMAS2011 data using Bayesian and GBLUP methods

scientific article

Genomic prediction of simulated multibreed and purebred performance using observed fifty thousand single nucleotide polymorphism genotypes.

scientific article published on 9 October 2009

Genomic selection of purebred animals for crossbred performance in the presence of dominant gene action

scientific article published on 26 April 2013

Heritability and Bayesian genome-wide association study of first service conception and pregnancy in Brangus heifers.

scientific article

Host genetic influence on papillomavirus-induced tumors in the horse

scientific article

Identification of genomic regions associated with feed efficiency in Nelore cattle

scientific article

Impact of fitting dominance and additive effects on accuracy of genomic prediction of breeding values in layers.

scientific article published on 30 June 2016

Implementing a QTL detection study (GWAS) using genomic prediction methodology.

scientific article published in January 2013

In a shake of a lamb's tail: using genomics to unravel a cause of chondrodysplasia in Texel sheep.

scientific article published on July 2012

Increasing the accuracy of genomic prediction in pure-bred Limousin beef cattle by including cross-bred Limousin data and accounting for an F94L variant in MSTN

scientific article published on 05 September 2019

Influence of free-stall base on tarsal joint lesions and hygiene in dairy cows.

scientific article published in July 2007

Inheritance of pulmonary arterial pressure in Angus cattle and its correlation with growth

scientific article published on 21 December 2007

Integration of genome wide association studies and whole genome sequencing provides novel insights into fat deposition in chicken

scientific article published in Scientific Reports

Large-effect pleiotropic or closely linked QTL segregate within and across ten US cattle breeds

scientific article

Meta-analysis of genome-wide association studies for cattle stature identifies common genes that regulate body size in mammals

scientific article published on 19 February 2018

Mixture models detect large effect QTL better than GBLUP and result in more accurate and persistent predictions

scientific article published on 11 February 2016

Novel genomic approaches unravel genetic architecture of complex traits in apple

scientific article

Pedigree and genomic analyses of feed consumption and residual feed intake in laying hens

scientific article published on 01 September 2013

Persistence of accuracy of genomic estimated breeding values over generations in layer chickens

scientific article

Phenotypic relationships between hair whorl characteristics and spermatozoal attributes in Holstein bulls

scientific article published on 01 January 2005

Polymorphisms in lipogenic genes and milk fatty acid composition in Holstein dairy cattle

scientific article published on 08 October 2014

QTLs associated with dry matter intake, metabolic mid-test weight, growth and feed efficiency have little overlap across 4 beef cattle studies

scientific article

Recombination locations and rates in beef cattle assessed from parent-offspring pairs

scientific article

Reduction in accuracy of genomic prediction for ordered categorical data compared to continuous observations

scientific article

Response and inbreeding from a genomic selection experiment in layer chickens

scientific article published on 7 July 2015

SNPlotz: a generic genome plot tool to aid the SNP association studies.

scientific article published on 23 July 2010

Technical note: Derivation of equivalent computing algorithms for genomic predictions and reliabilities of animal merit.

scientific article published in June 2009

The Accuracy and Bias of Single-Step Genomic Prediction for Populations Under Selection

scientific article published on 22 June 2017

The Effect of Calf Gender on Milk Production in Seasonal Calving Cows and Its Impact on Genetic Evaluations

scientific article

The effect of simulated censored data on estimates of heritability of longevity in the Thoroughbred racing industry.

scientific article

The nature, scope and impact of genomic prediction in beef cattle in the United States ⬇️

scientific article

Use of linear mixed models for genetic evaluation of gestation length and birth weight allowing for heavy-tailed residual effects

scientific article

Use of robust multivariate linear mixed models for estimation of genetic parameters for carcass traits in beef cattle

scientific article published on 17 May 2014

Validation and further characterization of a major quantitative trait locus associated with host response to experimental infection with porcine reproductive and respiratory syndrome virus.

scientific article published on 5 August 2013

Variance parameter estimation for age at puberty phenotypes under 2 levels of phenotype censorship

scientific article published in 2022

Weaning weight inheritance in environments classified by maternal body weight change.

scientific article published on 3 November 2006

Whole Genome Association Studies of Residual Feed Intake and Related Traits in the Pig.

scientific article

Whole genome analysis of infectious bovine keratoconjunctivitis in Angus cattle using Bayesian threshold models

scientific article

Whole-genome association analyses for lifetime reproductive traits in the pig.

scientific article

XSim version 2: simulation of modern breeding programs

scientific article published in 2022

XSim: Simulation of Descendants from Ancestors with Sequence Data

scientific article

β-Mannosidosis in German Shepherd Dogs

scientific article published on 14 April 2019

List of works by Dorian Garrick

A class of Bayesian methods to combine large numbers of genotyped and non-genotyped animals for whole-genome analyses.

A fast EM algorithm for BayesA-like prediction of genomic breeding values

A fast and efficient Gibbs sampler for BayesB in whole-genome analyses

A genome-wide association study for canine cryptorchidism in Siberian Huskies.

A missense mutation in AGTPBP1 was identified in sheep with a lower motor neuron disease

A novel nonsense mutation in the DMP1 gene identified by a genome-wide association study is responsible for inherited rickets in Corriedale sheep

A whole-genome association study for pig reproductive traits.

Accuracies of direct genomic breeding values in Hereford beef cattle using national or international training populations.

Accuracies of genomic breeding values in American Angus beef cattle using K-means clustering for cross-validation

Accuracy of direct genomic breeding values for nationally evaluated traits in US Limousin and Simmental beef cattle

Accuracy of genomic prediction using an evenly spaced, low-density single nucleotide polymorphism panel in broiler chickens.

Accuracy of genomic selection methods in a standard data set of loblolly pine (Pinus taeda L.).

Accuracy of prediction of simulated polygenic phenotypes and their underlying quantitative trait loci genotypes using real or imputed whole-genome markers in cattle

Advantage of including Genomic Information to Predict Breeding Values for Lactation Yields of Milk, Fat, and Protein or Somatic Cell Score in a New Zealand Dairy Goat Herd

An Upper Bound for Accuracy of Prediction Using GBLUP.

An animal breeding approach to the estimation of genetic and environmental trends from field populations

Association of polymorphisms in solute carrier family 27, isoform A6 (SLC27A6) and fatty acid-binding protein-3 and fatty acid-binding protein-4 (FABP3 and FABP4) with fatty acid composition of bovine milk.

Bayesian genome-wide association analysis of growth and yearling ultrasound measures of carcass traits in Brangus heifers.

Bayesian methods applied to GWAS.

Breeding value prediction for production traits in layer chickens using pedigree or genomic relationships in a reduced animal model.

Comparison of Bayesian models to estimate direct genomic values in multi-breed commercial beef cattle.

Comparison of breeding value prediction for two traits in a Nellore-Angus crossbred population using different Bayesian modeling methodologies

Comparison of molecular breeding values based on within- and across-breed training in beef cattle

Correction for amino acid loss during acid hydrolysis of a purified protein

Deregressing estimated breeding values and weighting information for genomic regression analyses

Deriving Gene Networks from SNP Associated with Triacylglycerol and Phospholipid Fatty Acid Fractions from Ribeyes of Angus Cattle.

Development and application of a processing model for the Irish dairy industry

Effects of number of training generations on genomic prediction for various traits in a layer chicken population

Estimating the impact of somatic cell count on the value of milk utilising parameters obtained from the published literature

Evaluation of response to bovine viral diarrhea virus type 2 vaccination and timing of weaning on yearling ultrasound body composition, performance, and carcass quality traits in Angus calves

Evaluation of variant identification methods for whole genome sequencing data in dairy cattle.

Evidence for a major QTL associated with host response to porcine reproductive and respiratory syndrome virus challenge.

Extension of the bayesian alphabet for genomic selection

Functionally reciprocal mutations of the prolactin signalling pathway define hairy and slick cattle

Genetic Parameters for Growth, Ultrasound and Carcass Traits in New Zealand Beef Cattle and Their Correlations with Maternal Performance

Genetic Parameters for Maternal Performance Traits in Commercially Farmed New Zealand Beef Cattle

Genetic parameters for carnitine, creatine, creatinine, carnosine, and anserine concentration in longissimus muscle and their association with palatability traits in Angus cattle

Genetic parameters for concentrations of minerals in longissimus muscle and their associations with palatability traits in Angus cattle

Genetic parameters for efficiency of crude protein utilisation and its relationship with production traits across lactations in grazing dairy cows

Genetic polymorphisms in bovine transferrin receptor 2 (TFR2) and solute carrier family 40 (iron-regulated transporter), member 1 (SLC40A1) genes and their association with beef iron content

Genome-wide association and prediction of direct genomic breeding values for composition of fatty acids in Angus beef cattle

Genome-wide association study for Marek's disease mortality in layer chickens

Genome-wide association study for egg production and quality in layer chickens.

Genome-wide association study for intramuscular fat deposition and composition in Nellore cattle.

Genome-wide association study identifies Loci for body composition and structural soundness traits in pigs

Genome-wide association study of infectious bovine keratoconjunctivitis in Angus cattle

Genome-wide association study of insect bite hypersensitivity in two horse populations in the Netherlands.

Genome-wide prediction of age at puberty and reproductive longevity in sows

Genomic Prediction from Multiple-Trait Bayesian Regression Methods Using Mixture Priors.

Genomic breeding value prediction and QTL mapping of QTLMAS2010 data using Bayesian Methods ⬇️

Genomic breeding value prediction and QTL mapping of QTLMAS2011 data using Bayesian and GBLUP methods

Genomic prediction of simulated multibreed and purebred performance using observed fifty thousand single nucleotide polymorphism genotypes.

Genomic selection of purebred animals for crossbred performance in the presence of dominant gene action

Heritability and Bayesian genome-wide association study of first service conception and pregnancy in Brangus heifers.

Host genetic influence on papillomavirus-induced tumors in the horse

Identification of genomic regions associated with feed efficiency in Nelore cattle

Impact of fitting dominance and additive effects on accuracy of genomic prediction of breeding values in layers.

Implementing a QTL detection study (GWAS) using genomic prediction methodology.

In a shake of a lamb's tail: using genomics to unravel a cause of chondrodysplasia in Texel sheep.

Increasing the accuracy of genomic prediction in pure-bred Limousin beef cattle by including cross-bred Limousin data and accounting for an F94L variant in MSTN

Influence of free-stall base on tarsal joint lesions and hygiene in dairy cows.

Inheritance of pulmonary arterial pressure in Angus cattle and its correlation with growth

Integration of genome wide association studies and whole genome sequencing provides novel insights into fat deposition in chicken

Large-effect pleiotropic or closely linked QTL segregate within and across ten US cattle breeds

Meta-analysis of genome-wide association studies for cattle stature identifies common genes that regulate body size in mammals

Mixture models detect large effect QTL better than GBLUP and result in more accurate and persistent predictions

Novel genomic approaches unravel genetic architecture of complex traits in apple

Pedigree and genomic analyses of feed consumption and residual feed intake in laying hens

Persistence of accuracy of genomic estimated breeding values over generations in layer chickens

Phenotypic relationships between hair whorl characteristics and spermatozoal attributes in Holstein bulls

Polymorphisms in lipogenic genes and milk fatty acid composition in Holstein dairy cattle

QTLs associated with dry matter intake, metabolic mid-test weight, growth and feed efficiency have little overlap across 4 beef cattle studies

Recombination locations and rates in beef cattle assessed from parent-offspring pairs

Reduction in accuracy of genomic prediction for ordered categorical data compared to continuous observations

Response and inbreeding from a genomic selection experiment in layer chickens

SNPlotz: a generic genome plot tool to aid the SNP association studies.

Technical note: Derivation of equivalent computing algorithms for genomic predictions and reliabilities of animal merit.

The Accuracy and Bias of Single-Step Genomic Prediction for Populations Under Selection

The Effect of Calf Gender on Milk Production in Seasonal Calving Cows and Its Impact on Genetic Evaluations