Genomic selection in plant breeding: methods, models, and perspectives

J Crossa, P Pérez-Rodríguez, J Cuevas… - Trends in plant …, 2017 - cell.com
Genomic selection offers the opportunity to … maize breeding research in Sub-Saharan Africa,
India, and Mexico has shown that genomic selection can reduce the breeding interval cycle

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 … We compare within- and across-breeding cycle strategies for …

Genomic selection across multiple breeding cycles in applied bread wheat breeding

S Michel, C Ametz, H Gungor, D Epure… - Theoretical and Applied …, 2016 - Springer
… We evaluated genomic selection across five breeding cycles of bread wheat breeding. Bias
… Hence results from multiple genomically selected breeding cycles are becoming available …

Optimizing the allocation of resources for genomic selection in one breeding cycle

C Riedelsheimer, AE Melchinger - Theoretical and applied genetics, 2013 - Springer
breeding cycle for a single DH population split into a training and prediction set. Thus,
selection gain refers to the improvement of the genotypic values of the DH lines in this cycle only. …

Dynamics of long-term genomic selection

JL Jannink - Genetics Selection Evolution, 2010 - Springer
genomic selection (GS) show accuracies sufficient to generate rapid gains in early selection
cycles. … Assuming that applying GS prior to phenotyping shortened breeding cycle time by 50…

Genomic selection in plant breeding: knowledge and prospects

AJ Lorenz, S Chao, FG Asoro, EL Heffner… - Advances in …, 2011 - Elsevier
… This threshold is important because, if we assume that GS can reduce breeding cycle time
to half that of phenotypic selection, an accuracy greater than 1/2h will ensure greater gain per …

Plant breeding with genomic selection: gain per unit time and cost

EL Heffner, AJ Lorenz, JL Jannink, ME Sorrells - Crop science, 2010 - Wiley Online Library
cycle of the genomic selection breeding program (GS-BP) plotted against the accuracy of
genomic estimated breeding … gain of the marker-assisted selection breeding (MAS-BP) using …

Genomic selection in forest tree breeding

D Grattapaglia, MDV Resende - Tree Genetics & Genomes, 2011 - Springer
… The long generation times needed to complete a breeding cycle, the costs involved in
establishing and maintaining large progeny trials, and the low heritability of most target traits were …

Perspectives for genomic selection applications and research in plants

N Heslot, JL Jannink, ME Sorrells - Crop Science, 2015 - Wiley Online Library
… Simple scheme of a breeding cycle with what genomic selection (GS) could bring for each
stage (orange). Arrows indicate the flow of germplasm. Upward arrows correspond to early re-…

Genomic selection for crop improvement

EL Heffner, ME Sorrells, JL Jannink - Crop Science, 2009 - Wiley Online Library
Genomic selection looks to fulfill it by using genomewide marker coverage to accurately
estimate breeding values, accelerate the breeding cycle, and introduce greater flexibility in the …