Economical optimization of a breeding scheme by selective phenotyping of the calibration set in a multi-trait context: application to bread making quality
S Ben-Sadoun, R Rincent, J Auzanneau… - Theoretical and Applied …, 2020 - Springer
Key message Trait-assisted genomic prediction approach is a way to improve genetic gain
by cost unit, by reducing budget allocated to phenotyping or by increasing the program's …
by cost unit, by reducing budget allocated to phenotyping or by increasing the program's …
Optimizing training population size and genotyping strategy for genomic prediction using association study results and pedigree information. A case of study in …
Wheat breeding programs generate a large amount of variation which cannot be completely
explored because of limited phenotyping throughput. Genomic prediction (GP) has been …
explored because of limited phenotyping throughput. Genomic prediction (GP) has been …
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 …
Prediction of genetic values of quantitative traits in plant breeding using pedigree and molecular markers
The availability of dense molecular markers has made possible the use of genomic selection
(GS) for plant breeding. However, the evaluation of models for GS in real plant populations …
(GS) for plant breeding. However, the evaluation of models for GS in real plant populations …
Opportunities to improve genetic wheat yield potential
Wheat yield potential could be increased by 50% or more–theoretically–through the genetic
improvement of radiati on use efficiency (RUE). However, to achieve agronomic impacts …
improvement of radiati on use efficiency (RUE). However, to achieve agronomic impacts …
Utilizing genomics and historical data to optimize gene pools for new breeding programs: A case study in winter wheat
C Ballén-Taborda, J Lyerly, J Smith, K Howell… - Frontiers in …, 2022 - frontiersin.org
With the rapid generation and preservation of both genomic and phenotypic information for
many genotypes within crops and across locations, emerging breeding programs have a …
many genotypes within crops and across locations, emerging breeding programs have a …
Genomic selection in wheat breeding
Genotyping has become cost-and time-effective with the advent of next-generation
sequencing technologies, thus making genomic selection (GS) a feasible selection tool in …
sequencing technologies, thus making genomic selection (GS) a feasible selection tool in …
[PDF][PDF] Genomic Selection, Quantitative Trait Loci and Genome-Wide Association Mapping for Spring Bread Wheat (Triticum aestivum L.) Improvement
TA Haile - 2018 - harvest.usask.ca
Molecular breeding involves the use of molecular markers to identify and characterize genes
that control quantitative traits. Two of the most commonly used methods to dissect complex …
that control quantitative traits. Two of the most commonly used methods to dissect complex …
Phenomic selection in wheat breeding: prediction of the genotype-by-environment interaction in multi-environment breeding trials
P Robert, E Goudemand, J Auzanneau, FX Oury… - Theoretical and Applied …, 2022 - Springer
Key message Phenomic prediction of wheat grain yield and heading date in different multi-
environmental trial scenarios is accurate. Modelling the genotype-by-environment …
environmental trial scenarios is accurate. Modelling the genotype-by-environment …
Genome-based prediction of agronomic traits in spring wheat under conventional and organic management systems
Key message Using phenotype data of three spring wheat populations evaluated at 6–15
environments under two management systems, we found moderate to very high prediction …
environments under two management systems, we found moderate to very high prediction …