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Genomic selection in French dairy cattle.

, 2010
Didier Boichard, François Guillaume, Aurélia Baur, Pascal Croiseau, M. N. Rossignol, Marie Yvonne M. Y. Boscher, Tom Druet, Lucie Genestout, L. Journaux, Vincent Ducrocq, Sébastien Fritz   +10 more
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The application of pangenomics and machine learning in genomic selection in plants

The Plant Genome, 2021
Genomic selection approaches have increased the speed of plant breeding, leading to growing crop yields over the last decade. However, climate change is impacting current and future yields, resulting in the need to further accelerate breeding efforts to ...
P. Bayer, J. Petereit, M. F. Danilevicz, Robyn Anderson, J. Batley, D. Edwards   +5 more
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Inbreeding in genome‐wide selection [PDF]

Journal of Animal Breeding and Genetics, 2007
SummaryTraditional selection methods, such as sib and best linear unbiased prediction (BLUP) selection, which increased genetic gain by increasing accuracy of evaluation have also led to an increased rate of inbreeding per generation (ΔFG). This is not necessarily the case with genome‐wide selection, which also increases genetic gain by increasing ...
Daetwyler, H.D., Villanueva, B., Bijma, P., Woolliams, J.A.   +3 more
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Correlational selection in the age of genomics

Nature Ecology & Evolution, 2021
Ecologists and evolutionary biologists are well aware that natural and sexual selection do not operate on traits in isolation, but instead act on combinations of traits. This long-recognized and pervasive phenomenon is known as multivariate selection, or-in the particular case where it favours correlations between interacting traits-correlational ...
Anna Runemark, Stephen P. De Lisle, Stephen P. De Lisle, Reinhard Bürger, Jeremy A. Draghi, Stevan J. Arnold, Erik I. Svensson, Monique Nouailhetas Simon, Monique Nouailhetas Simon, Katrina McGuigan, Jonathan M. Henshaw, Jonathan M. Henshaw, Katalin Csilléry, David Alexander Marques, David Alexander Marques, Adam Jones   +15 more
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The application of genomic selection in pig cross breeding.

Yi chuan = Hereditas, 2020
Genomic selection is a form of marker-assisted selection in which genetic markers covering the entire genome are used so that all quantitative trait loci are in linkage disequilibrium with at least one marker.
Anqi Yang, Bin Chen, Maoliang Ran, Guang-Min Yang, Cheng Zeng   +4 more
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Genomic selection and its application

Hereditas (Beijing), 2011
Selective breeding is very important in agricultural production and breeding value estimation is the core of selective breeding. With the development of genetic markers, especially high throughput genotyping technology, it becomes available to estimate breeding value at genome level, i.e. genomic selection (GS).
Hengde Li, Xiao-Wen Sun, Zhen-Min Bao
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Genomic insights into positive selection [PDF]

Trends in Genetics, 2006
The traditional way of identifying targets of adaptive evolution has been to study a few loci that one hypothesizes a priori to have been under selection. This approach is complicated because of the confounding effects that population demographic history and selection have on patterns of DNA sequence variation.
Shameek Biswas, Joshua M. Akey
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Genomic selection in hybrid breeding [PDF]

Plant Breeding, 2014
AbstractWhile hybrid breeding is widely applied in outbreeding species, for many self‐pollinating crop plants, it has only recently been established. This may have had its reason in the limitations of methods available for hybrid performance prediction, in particular when established heterotic pools were absent.
Michael Florian Mette, Jochen C. Reif, Yusheng Zhao   +2 more
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