An overview of key factors affecting genomic selection for wheat quality traits

I Plavšin, J Gunjača, Z Šatović, H Šarčević, M Ivić… - Plants, 2021 - mdpi.com
Selection for wheat (Triticum aestivum L.) grain quality is often costly and time-consuming
since it requires extensive phenotyping in the last phases of development of new lines and …

Genomic selection in wheat breeding

J Sun, M Khan, R Amir, A Gul - Climate Change and Food Security with …, 2020 - Elsevier
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 …

Genomic selection for grain yield and quality traits in durum wheat

JK Haile, A N'Diaye, F Clarke, J Clarke, R Knox… - Molecular …, 2018 - Springer
The prediction accuracies of genomic selection depend on several factors, including the
genetic architecture of target traits, the number of traits considered at a given time, and the …

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 wheat: optimum allocation of test resources and comparison of breeding strategies for line and hybrid breeding

CFH Longin, X Mi, T Würschum - Theoretical and Applied Genetics, 2015 - Springer
Key message The implementation of genomic selection in breeding programs can be
recommended for hybrid and line breeding in wheat. Abstract High prediction accuracies …

Genomic selection in wheat breeding using genotyping‐by‐sequencing

J Poland, J Endelman, J Dawson, J Rutkoski… - The Plant …, 2012 - Wiley Online Library
Genomic selection (GS) uses genomewide molecular markers to predict breeding values
and make selections of individuals or breeding lines prior to phenotyping. Here we show …

Genomic selection in a commercial winter wheat population

S He, AW Schulthess, V Mirdita, Y Zhao… - Theoretical and Applied …, 2016 - Springer
Key message Genomic selection models can be trained using historical data and filtering
genotypes based on phenotyping intensity and reliability criterion are able to increase the …

High-throughput phenotyping platforms enhance genomic selection for wheat grain yield across populations and cycles in early stage

J Sun, JA Poland, S Mondal, J Crossa… - Theoretical and Applied …, 2019 - Springer
Genomic selection (GS) models have been validated for many quantitative traits in wheat
(Triticum aestivum L.) breeding. However, those models are mostly constrained within the …

Optimising genomic selection in wheat: effect of marker density, population size and population structure on prediction accuracy

A Norman, J Taylor, J Edwards… - G3: Genes, Genomes …, 2018 - academic.oup.com
Genomic selection applied to plant breeding enables earlier estimates of a line's
performance and significant reductions in generation interval. Several factors affecting …

Genome‐based prediction of multiple wheat quality traits in multiple years

MI Ibba, J Crossa, OA Montesinos‐López… - The plant …, 2020 - Wiley Online Library
Wheat quality improvement is an important objective in all wheat breeding programs.
However, due to the cost, time and quantity of seed required, wheat quality is typically …