[HTML][HTML] Genetic selection of high-yielding dairy cattle toward sustainable farming systems in a rapidly changing world

LF Brito, N Bédère, F Douhard, HR Oliveira, M Arnal… - Animal, 2021 - Elsevier
The massive improvement in food production, as a result of effective genetic selection
combined with advancements in farming practices, has been one of the greatest …

Genome‐wide association and genomic selection in aquaculture

JM Yanez, A Barria, ME Lopez, T Moen… - Reviews in …, 2023 - Wiley Online Library
Recent advancements in genomic technologies have led to the discovery and application of
DNA‐markers [eg single nucleotide polymorphisms (SNPs)] for the genetic improvement of …

Harnessing genomic information for livestock improvement

M Georges, C Charlier, B Hayes - Nature Reviews Genetics, 2019 - nature.com
The world demand for animal-based food products is anticipated to increase by 70% by
2050. Meeting this demand in a way that has a minimal impact on the environment will …

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

A García-Ruiz, JB Cole, PM VanRaden… - Proceedings of the …, 2016 - pnas.org
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 …

HIBLUP: an integration of statistical models on the BLUP framework for efficient genetic evaluation using big genomic data

L Yin, H Zhang, Z Tang, D Yin, Y Fu, X Yuan… - Nucleic acids …, 2023 - academic.oup.com
Human diseases and agricultural traits can be predicted by modeling a genetic random
polygenic effect in linear mixed models. To estimate variance components and predict …

Genomic selection and its research progress in aquaculture breeding

H Song, T Dong, X Yan, W Wang, Z Tian… - Reviews in …, 2023 - Wiley Online Library
Since its introduction in 2001, genomic selection (GS) has progressed rapidly. As a research
and application hot topic, GS has led to a revolution in the field of animal and plant breeding …

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 aquaculture: application, limitations and opportunities with special reference to marine shrimp and pearl oysters

KR Zenger, MS Khatkar, DB Jones… - Frontiers in …, 2019 - frontiersin.org
Within aquaculture industries, selection based on genomic information (genomic selection)
has the profound potential to change genetic improvement programs and production …

Single Step, a general approach for genomic selection

A Legarra, OF Christensen, I Aguilar, I Misztal - Livestock Science, 2014 - Elsevier
Genomic evaluation methods assume that the reference population is genotyped and
phenotyped. This is most often false and the generation of pseudo-phenotypes is uncertain …