[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 …

Genomic selection in plant breeding: a comparison of models

N Heslot, HP Yang, ME Sorrells, JL Jannink - Crop science, 2012 - Wiley Online Library
Simulation and empirical studies of genomic selection (GS) show accuracies sufficient to
generate rapid genetic gains. However, with the increased popularity of GS approaches …

Perspectives for genomic selection applications and research in plants

N Heslot, JL Jannink, ME Sorrells - Crop Science, 2015 - Wiley Online Library
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 …

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 …

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] 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 …

Will genomic selection be a practical method for plant breeding?

A Nakaya, SN Isobe - Annals of botany, 2012 - academic.oup.com
Background Genomic selection or genome-wide selection (GS) has been highlighted as a
new approach for marker-assisted selection (MAS) in recent years. GS is a form of MAS that …

[HTML][HTML] Genomic selection—considerations for successful implementation in wheat breeding programs

DL Larkin, DN Lozada, RE Mason - Agronomy, 2019 - mdpi.com
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 …

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 …

[HTML][HTML] Factors affecting the accuracy of genomic selection for agricultural economic traits in maize, cattle, and pig populations

H Zhang, L Yin, M Wang, X Yuan, X Liu - Frontiers in genetics, 2019 - frontiersin.org
Genomic Selection (GS) has been proved to be a powerful tool for estimating genetic values
in plant and livestock breeding. Newly developed sequencing technologies have …