Genomic selection and prediction in plant breeding
The availability of thousands of genome-wide molecular markers has made possible the use
of genomic selection in plants and animals. However, the evaluation of models for genomic …
of genomic selection in plants and animals. However, the evaluation of models for genomic …
Genomic selection in plant breeding: Key factors shaping two decades of progress
A Alemu, J Åstrand, OA Montesinos-Lopez… - Molecular Plant, 2024 - cell.com
Genomic selection, the application of genomic prediction (GP) models to select candidate
individuals, has significantly advanced in the past two decades, effectively accelerating …
individuals, has significantly advanced in the past two decades, effectively accelerating …
Genomic selection accuracy using multifamily prediction models in a wheat breeding program
Genomic selection (GS) uses genome‐wide molecular marker data to predict the genetic
value of selection candidates in breeding programs. In plant breeding, the ability to produce …
value of selection candidates in breeding programs. In plant breeding, the ability to produce …
Genomic selection for crop improvement
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 …
stagnated for the improvement of quantitative traits. Biparental mating designs for the …
Increased prediction accuracy in wheat breeding trials using a marker× environment interaction genomic selection model
M Lopez-Cruz, J Crossa, D Bonnett… - G3: Genes …, 2015 - academic.oup.com
Genomic selection (GS) models use genome-wide genetic information to predict genetic
values of candidates of selection. Originally, these models were developed without …
values of candidates of selection. Originally, these models were developed without …
Perspectives for genomic selection applications and research in plants
Genomic selection (GS) has created a lot of excitement and expectations in the animal‐and
plant‐breeding research communities. In this review, we briefly describe how genomic …
plant‐breeding research communities. In this review, we briefly describe how genomic …
Genomic selection in plant breeding
MA Newell, JL Jannink - Crop breeding: Methods and protocols, 2014 - Springer
Genomic selection (GS) is a method to predict the genetic value of selection candidates
based on the genomic estimated breeding value (GEBV) predicted from high-density …
based on the genomic estimated breeding value (GEBV) predicted from high-density …
[HTML][HTML] The use of unbalanced historical data for genomic selection in an international wheat breeding program
Genomic selection (GS) offers breeders the possibility of using historic data and unbalanced
breeding trials to form training populations for predicting the performance of new lines …
breeding trials to form training populations for predicting the performance of new lines …
Assessing genomic selection prediction accuracy in a dynamic barley breeding population
Prediction accuracy of genomic selection (GS) has been previously evaluated through
simulation and cross‐validation; however, validation based on progeny performance in a …
simulation and cross‐validation; however, validation based on progeny performance in a …
Genomic selection allowing for marker‐by‐environment interaction
T Schulz‐Streeck, JO Ogutu, A Gordillo… - Plant …, 2013 - Wiley Online Library
Genomic selection has been routinely implemented in plant breeding in two stages. The first
stage usually omits the marker information and estimates adjusted means of genotypes …
stage usually omits the marker information and estimates adjusted means of genotypes …