Genomic selection in plant breeding: a comparison of models
Simulation and empirical studies of genomic selection (GS) show accuracies sufficient to
generate rapid genetic gains. However, with the increased popularity of GS approaches …
generate rapid genetic gains. However, with the increased popularity of GS approaches …
[HTML][HTML] Genomic selection methods for crop improvement: Current status and prospects
X Wang, Y Xu, Z Hu, C Xu - The Crop Journal, 2018 - Elsevier
With marker and phenotype information from observed populations, genomic selection (GS)
can be used to establish associations between markers and phenotypes. It aims to use …
can be used to establish associations between markers and phenotypes. It aims to use …
Genomic selection in cereal breeding
CD Robertsen, RL Hjortshøj, LL Janss - Agronomy, 2019 - mdpi.com
Genomic Selection (GS) is a method in plant breeding to predict the genetic value of
untested lines based on genome-wide marker data. The method has been widely explored …
untested lines based on genome-wide marker data. The method has been widely explored …
Genomic selection—considerations for successful implementation in wheat breeding programs
In order to meet the goal of doubling wheat yield by 2050, breeders must work to improve
breeding program efficiency while also implementing new and improved technologies in …
breeding program efficiency while also implementing new and improved technologies in …
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 …
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 …
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 …
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 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 …
experienced should have immediate benefits in accelerating the delivery of crop varieties …
Optimal designs for genomic selection in hybrid crops
Improved capacity of genomics and biotechnology has greatly enhanced genetic studies in
different areas. Genomic selection exploits the genotype-to-phenotype relationship at the …
different areas. Genomic selection exploits the genotype-to-phenotype relationship at the …