[HTML][HTML] Invited review: A perspective on the future of genomic selection in dairy cattle

JI Weller, E Ezra, M Ron - Journal of dairy science, 2017 - Elsevier
Genomic evaluation has been successfully implemented in the United States, Canada,
Great Britain, Ireland, New Zealand, Australia, France, the Netherlands, Germany, and the …

[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 …

Present and future uses of selection index methodology in dairy cattle

J Philipson, G Banos, T Arnason - Journal of Dairy Science, 1994 - Elsevier
Selection indexes have been extensively applied in the estimation of breeding value of dairy
cattle for single traits as well as for combinations of traits for selection purposes. Milestones …

[HTML][HTML] Genomic and pedigree-based genetic parameters for scarcely recorded traits when some animals are genotyped

RF Veerkamp, HA Mulder, R Thompson… - Journal of dairy …, 2011 - Elsevier
Genetic parameters were estimated using relationships between animals that were based
either on pedigree, 43,011 single nucleotide polymorphisms, or a combination of these …

[HTML][HTML] Symposium review: Single-step genomic evaluations in dairy cattle

EA Mäntysaari, M Koivula, I Strandén - Journal of dairy science, 2020 - Elsevier
During the last decade, genomic selection has revolutionized dairy cattle breeding. For
example, Nordic dairy cows (Denmark, Finland, and Sweden) born in 2018 were> 90% sired …

[HTML][HTML] Application of single-step genomic evaluation using multiple-trait random regression test-day models in dairy cattle

HR Oliveira, DAL Lourenco, Y Masuda, I Misztal… - Journal of dairy …, 2019 - Elsevier
Test-day traits are important for genetic evaluation in dairy cattle and are better modeled by
multiple-trait random regression models (RRM). The reliability and bias of genomic …

[HTML][HTML] Controlling bias in genomic breeding values for young genotyped bulls

S Tsuruta, DAL Lourenco, Y Masuda, I Misztal… - Journal of dairy …, 2019 - Elsevier
The objectives of this study were to investigate bias in genomic predictions for dairy cattle
and to find a practical approach to reduce the bias. The simulated data included …

[HTML][HTML] Major advances in determining appropriate selection goals

GE Shook - Journal of dairy science, 2006 - Elsevier
Substantial increases of 3,500 kg of milk, 130kg of fat, and 100kg of protein per cow per
lactation have resulted from improvements in genetics, nutrition, and management during …

[HTML][HTML] Evidence of biases in genetic evaluations due to genomic preselection in dairy cattle

C Patry, V Ducrocq - Journal of dairy science, 2011 - Elsevier
A genomic preselection step of young sires is now often included in dairy cattle breeding
schemes. Young sires are selected based on their genomic breeding values. They have …

[HTML][HTML] Hot topic: use of genomic recursions in single-step genomic best linear unbiased predictor (BLUP) with a large number of genotypes

BO Fragomeni, DAL Lourenco, S Tsuruta… - Journal of Dairy …, 2015 - Elsevier
The purpose of this study was to evaluate the accuracy of genomic selection in single-step
genomic BLUP (ssGBLUP) when the inverse of the genomic relationship matrix (G) is …