Genomic selection in plant breeding: from theory to practice

JL Jannink, AJ Lorenz, H Iwata - Briefings in functional …, 2010 - academic.oup.com
We intuitively believe that the dramatic drop in the cost of DNA marker information we have
experienced should have immediate benefits in accelerating the delivery of crop varieties …

[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 …

Genomic Selection and Association Mapping in Rice (Oryza sativa): Effect of Trait Genetic Architecture, Training Population Composition, Marker Number and …

J Spindel, H Begum, D Akdemir, P Virk, B Collard… - PLoS …, 2015 - journals.plos.org
Genomic Selection (GS) is a new breeding method in which genome-wide markers are used
to predict the breeding value of individuals in a breeding population. GS has been shown to …

Inbreeding depression due to recent and ancient inbreeding in Dutch Holstein–Friesian dairy cattle

HP Doekes, RF Veerkamp, P Bijma, G de Jong… - Genetics Selection …, 2019 - Springer
Background Inbreeding decreases animal performance (inbreeding depression), but not all
inbreeding is expected to be equally harmful. Recent inbreeding is expected to be more …

Genomic selection for crop improvement

EL Heffner, ME Sorrells, JL Jannink - Crop Science, 2009 - Wiley Online Library
Despite important strides in marker technologies, the use of marker‐assisted selection has
stagnated for the improvement of quantitative traits. Biparental mating designs for the …

The impact of genetic architecture on genome-wide evaluation methods

HD Daetwyler, R Pong-Wong, B Villanueva… - Genetics, 2010 - academic.oup.com
The rapid increase in high-throughput single-nucleotide polymorphism data has led to a
great interest in applying genome-wide evaluation methods to identify an individual's …

Genomic selection in plant breeding: knowledge and prospects

AJ Lorenz, S Chao, FG Asoro, EL Heffner… - Advances in …, 2011 - Elsevier
Abstract “Genomic selection,” the ability to select for even complex, quantitative traits based
on marker data alone, has arisen from the conjunction of new high-throughput marker …

Genomic prediction in animals and plants: simulation of data, validation, reporting, and benchmarking

HD Daetwyler, MPL Calus, R Pong-Wong… - Genetics, 2013 - academic.oup.com
The genomic prediction of phenotypes and breeding values in animals and plants has
developed rapidly into its own research field. Results of genomic prediction studies are often …

Inbreeding and runs of homozygosity before and after genomic selection in North American Holstein cattle

M Forutan, S Ansari Mahyari, C Baes, N Melzer… - BMC genomics, 2018 - Springer
Background While autozygosity as a consequence of selection is well understood, there is
limited information on the ability of different methods to measure true inbreeding. In the …

[HTML][HTML] Effect of genomic selection on rate of inbreeding and coancestry and effective population size of Holstein and Jersey cattle populations

BO Makanjuola, F Miglior, EA Abdalla, C Maltecca… - Journal of dairy …, 2020 - Elsevier
Genetic diversity in livestock populations is a significant contributor to the sustainability of
animal production. Also, genetic diversity allows animal production to become more …