Whole-genome regression and prediction methods applied to plant and animal breeding

G de Los Campos, JM Hickey, R Pong-Wong… - Genetics, 2013 - academic.oup.com
Genomic-enabled prediction is becoming increasingly important in animal and plant
breeding and is also receiving attention in human genetics. Deriving accurate predictions of …

Genomic selection in dairy cattle: the USDA experience

GR Wiggans, JB Cole, SM Hubbard… - Annual review of …, 2017 - annualreviews.org
Genomic selection has revolutionized dairy cattle breeding. Since 2000, assays have been
developed to genotype large numbers of single-nucleotide polymorphisms (SNPs) at …

Changes in genetic selection differentials and generation intervals in US Holstein dairy cattle as a result of genomic selection

A García-Ruiz, JB Cole… - Proceedings of the …, 2016 - National Acad Sciences
Seven years after the introduction of genomic selection in the United States, it is now
possible to evaluate the impact of this technology on the population. Selection differential …

Genomic selection: a paradigm shift in animal breeding

T Meuwissen, B Hayes, M Goddard - Animal frontiers, 2016 - academic.oup.com
Traditional marker-assisted selection (MAS) did not result in a widespread use of DNA
information in animal breeding. The main reason was that the traits of interest in livestock …

[HTML][HTML] Improving accuracy of genomic predictions within and between dairy cattle breeds with imputed high-density single nucleotide polymorphism panels

M Erbe, BJ Hayes, LK Matukumalli, S Goswami… - Journal of dairy …, 2012 - Elsevier
Achieving accurate genomic estimated breeding values for dairy cattle requires a very large
reference population of genotyped and phenotyped individuals. Assembling such reference …

The future of livestock breeding: genomic selection for efficiency, reduced emissions intensity, and adaptation

BJ Hayes, HA Lewin, ME Goddard - Trends in genetics, 2013 - cell.com
As the global population and global wealth both continue to increase, so will the demand for
livestock products, especially those that are highly nutritious. However, competition with …

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

TTT Nguyen, PJ Bowman, M Haile-Mariam… - 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 …

Forty years of embryo transfer in cattle: A review focusing on the journal Theriogenology, the growth of the industry in North America, and personal reminisces

JF Hasler - Theriogenology, 2014 - Elsevier
After the first successful transfer of mammalian embryos in 1890, it was approximately 60
years before significant progress was reported in the basic technology of embryo transfer …

Genomic selection models double the accuracy of predicted breeding values for bacterial cold water disease resistance compared to a traditional pedigree-based …

RL Vallejo, TD Leeds, G Gao, JE Parsons… - Genetics Selection …, 2017 - Springer
Background Previously, we have shown that bacterial cold water disease (BCWD)
resistance in rainbow trout can be improved using traditional family-based selection, but …

[HTML][HTML] Harnessing the genetics of the modern dairy cow to continue improvements in feed efficiency

MJ VandeHaar, LE Armentano, K Weigel… - Journal of dairy …, 2016 - Elsevier
Feed efficiency, as defined by the fraction of feed energy or dry matter captured in products,
has more than doubled for the US dairy industry in the past 100 yr. This increased feed …