ArticleHeredity2014
Relatedness severely impacts accuracy of marker-assisted selection for disease resistance in hybrid wheat.
Article in Heredity, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 37 papers.
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Who cites it
37 citing papers in PubMed.
- From QTL to candidate genes: a data-driven approach to unravel the genetic architecture of yellow rust resistance in central European wheat.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2026Article
- Impact of structural variations and genome partitioning on bread wheat hybrid performance.Functional & integrative genomics · 2025Article
- Genome-wide association study provides new insight into the underlying mechanism of drought tolerance during seed germination stage in soybean.Scientific reports · 2024Article
- Stacked ensembles on basis of parentage information can predict hybrid performance with an accuracy comparable to marker-based GBLUP.Frontiers in plant science · 2023Article
- Genomic prediction of rice mesocotyl length indicative of directing seeding suitability using a half-sib hybrid population.PloS one · 2023Article
- Average semivariance directly yields accurate estimates of the genomic variance in complex trait analyses.G3 (Bethesda, Md.) · 2022Article
- 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
- Tomato genomic prediction for good performance under high-temperature and identification of loci involved in thermotolerance response.Horticulture research · 2021Article
- Robust modeling of additive and nonadditive variation with intuitive inclusion of expert knowledge.Genetics · 2021Article
- Reciprocal Recurrent Genomic Selection Is Impacted by Genotype-by-Environment Interactions.Frontiers in plant science · 2021Article
- Impacts of dominance effects on genomic prediction of sorghum hybrid performance.Breeding science · 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
- Exome association analysis sheds light onto leaf rust (Puccinia triticina) resistance genes currently used in wheat breeding (Triticum aestivum L.).Plant biotechnology journal · 2020Article
- Natural variation for carotenoids in fresh kernels is controlled by uncommon variants in sweet corn.The plant genome · 2020Article
- Comparing the Potential of Marker-Assisted Selection and Genomic Prediction for Improving Rust Resistance in Hybrid Wheat.Frontiers in plant science · 2020Article
- Hybrid wheat: past, present and future.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2019Review
- A metabolome-based core hybridisation strategy for the prediction of rice grain weight across environments.Plant biotechnology journal · 2019Article
- Reciprocal recurrent genomic selection: an attractive tool to leverage hybrid wheat breeding.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2019Review
- Exploiting the Rht portfolio for hybrid wheat breeding.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2018Article
- Advantages and limitations of multiple-trait genomic prediction for Fusarium head blight severity in hybrid wheat (Triticum aestivum L.).TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2018Article
Corrections and comments
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Authors and funding
12 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The accuracy of genomic selection depends on the relatedness between the members of the set in which marker effects are estimated based on evaluation data and the types for which performance is predicted. Here, we investigate the impact of relatedness on the performance of marker-assisted selection for fungal disease resistance in hybrid wheat. A large and diverse mapping population of 1739 elite European winter wheat inbred lines and hybrids was evaluated for powdery mildew, leaf rust and stripe rust resistance in multi-location field trials and fingerprinted with 9 k and 90 k SNP arrays. Comparison of the accuracies of prediction achieved with data sets from the two marker arrays revealed a crucial role for a sufficiently high marker density in genome-wide association mapping. Cross-validation studies using test sets with varying degrees of relationship to the corresponding estimation sets revealed that close relatedness leads to a substantial increase in the proportion of total genotypic variance explained by the identified QTL and consequently to an overoptimistic judgment of the precision of marker-assisted selection.
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