ArticlePloS one2016
Predicting Hybrid Performances for Quality Traits through Genomic-Assisted Approaches in Central European Wheat.
Article in PloS one, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 27 papers.
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Who cites it
27 citing papers in PubMed.
- Article
- Article
- Genetic control and prospects of predictive breeding for European winter wheat's Zeleny sedimentation values and Hagberg-Perten falling number.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2023Article
- Genomic Prediction of Complex Traits in an Allogamous Annual Crop: The Case of Maize Single-Cross Hybrids.Methods in molecular biology (Clifton, N.J.) · 2022Article
- Optimum breeding strategies using genomic and phenotypic selection for the simultaneous improvement of two traits.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2021Article
- Achievements and Challenges of Genomics-Assisted Breeding in Forest Trees: From Marker-Assisted Selection to Genome Editing.International journal of molecular sciences · 2021Review
- An Overview of Key Factors Affecting Genomic Selection for Wheat Quality Traits.Plants (Basel, Switzerland) · 2021Review
- Reciprocal Recurrent Genomic Selection Is Impacted by Genotype-by-Environment Interactions.Frontiers in plant science · 2021Article
- TrainSel: An R Package for Selection of Training Populations.Frontiers in genetics · 2021Article
- Impacts of dominance effects on genomic prediction of sorghum hybrid performance.Breeding science · 2020Article
- Prospects of GWAS and predictive breeding for European winter wheat's grain protein content, grain starch content, and grain hardness.Scientific reports · 2020Article
- The potential of hybrid breeding to enhance leaf rust and stripe rust resistance in wheat.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2020Article
- Comparing the Potential of Marker-Assisted Selection and Genomic Prediction for Improving Rust Resistance in Hybrid Wheat.Frontiers in plant science · 2020Article
- Suitability of Single-Nucleotide Polymorphism Arrays Versus Genotyping-By-Sequencing for Genebank Genomics in Wheat.Frontiers in plant science · 2020Article
- Marker-Trait Associations for Enhancing Agronomic Performance, Disease Resistance, and Grain Quality in Synthetic and Bread Wheat Accessions in Western Siberia.G3 (Bethesda, Md.) · 2019Article
- Hybrid wheat: past, present and future.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2019Review
- The effects of training population design on genomic prediction accuracy in wheat.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2019Article
- Reciprocal recurrent genomic selection: an attractive tool to leverage hybrid wheat breeding.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2019Review
- Dissecting the genetics underlying the relationship between protein content and grain yield in a large hybrid wheat population.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2019Article
- Bread wheat: a role model for plant domestication and breeding.Hereditas · 2019Review
Corrections and comments
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Authors and funding
6 authors.
Funding
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Abstract
Bread-making quality traits are central targets for wheat breeding. The objectives of our study were to (1) examine the presence of major effect QTLs for quality traits in a Central European elite wheat population, (2) explore the optimal strategy for predicting the hybrid performance for wheat quality traits, and (3) investigate the effects of marker density and the composition and size of the training population on the accuracy of prediction of hybrid performance. In total 135 inbred lines of Central European bread wheat (Triticum aestivum L.) and 1,604 hybrids derived from them were evaluated for seven quality traits in up to six environments. The 135 parental lines were genotyped using a 90k single-nucleotide polymorphism array. Genome-wide association mapping initially suggested presence of several quantitative trait loci (QTLs), but cross-validation rather indicated the absence of major effect QTLs for all quality traits except of 1000-kernel weight. Genomic selection substantially outperformed marker-assisted selection in predicting hybrid performance. A resampling study revealed that increasing the effective population size in the estimation set of hybrids is relevant to boost the accuracy of prediction for an unrelated test population.
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