Prediction of total genetic value using genome-wide dense marker maps

THE Meuwissen, BJ Hayes, ME Goddard - genetics, 2001 - academic.oup.com
Recent advances in molecular genetic techniques will make dense marker maps available
and genotyping many individuals for these markers feasible. Here we attempted to estimate …

[HTML][HTML] Invited review: Genomic selection in dairy cattle: Progress and challenges

BJ Hayes, PJ Bowman, AJ Chamberlain… - Journal of dairy …, 2009 - Elsevier
A new technology called genomic selection is revolutionizing dairy cattle breeding. Genomic
selection refers to selection decisions based on genomic breeding values (GEBV). The …

[HTML][HTML] Genomic selection for tolerance to heat stress in Australian dairy cattle

…, PJ Bowman, M Haile-Mariam, JE Pryce, BJ Hayes - Journal of dairy …, 2016 - Elsevier
Temperature and humidity levels above a certain threshold decrease milk production in
dairy cattle, and genetic variation is associated with the amount of lost production. To enable …

Mapping genes for complex traits in domestic animals and their use in breeding programmes

ME Goddard, BJ Hayes - Nature Reviews Genetics, 2009 - nature.com
Genome-wide panels of SNPs have recently been used in domestic animal species to map
and identify genes for many traits and to select genetically desirable livestock. This has led to …

Breeding improves wheat productivity under contrasting agrochemical input levels

…, E Ross, BJ Hayes, MJ Hayden, F Ordon, J Leon… - Nature plants, 2019 - nature.com
The world cropping area for wheat exceeds that of any other crop, and high grain yields in
intensive wheat cropping systems are essential for global food security. Breeding has raised …

Genome-wide survey of SNP variation uncovers the genetic structure of cattle breeds

…, J Aerts, O Jann, R Negrini, ME Goddard, BJ Hayes… - Science, 2009 - science.org
The imprints of domestication and breed development on the genomes of livestock likely differ
from those of companion animals. A deep draft sequence assembly of shotgun reads from …

Whole-genome sequencing of 234 bulls facilitates mapping of monogenic and complex traits in cattle

…, RF Veerkamp, DA Boichard, R Fries, BJ Hayes - Nature …, 2014 - nature.com
The 1000 bull genomes project supports the goal of accelerating the rates of genetic gain in
domestic cattle while at the same time considering animal health and welfare by providing …

Pitfalls of predicting complex traits from SNPs

NR Wray, J Yang, BJ Hayes, AL Price… - Nature Reviews …, 2013 - nature.com
The success of genome-wide association studies (GWASs) has led to increasing interest in
making predictions of complex trait phenotypes, including disease, from genotype data. …

Breeding crops to feed 10 billion

…, M Tester, C Gao, ID Godwin, BJ Hayes… - Nature …, 2019 - nature.com
Crop improvements can help us to meet the challenge of feeding a population of 10 billion,
but can we breed better varieties fast enough? Technologies such as genotyping, marker-…

Prospects for genomic selection in forage plant species

BJ Hayes, NOI Cogan, LW Pembleton… - Plant …, 2013 - Wiley Online Library
Genomic selection ( GS ) is a powerful method for exploitation of DNA sequence polymorphisms
in breeding improvement, through the prediction of breeding values based on all …