ArticleTAG. Theoretical and applied genetics. Theoretische und angewandte Genetik2019
Dissecting the genetics underlying the relationship between protein content and grain yield in a large hybrid wheat population.
Article in TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers.
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Who cites it
21 citing papers in PubMed, 40 citations in OpenAlex.
- Heterosis in wheat: mechanisms, benefits, and challenges in hybrid development.Journal of experimental botany · 2026Review
- Characterization of stable grain protein content loci on chromosome 6D without adverse effect on yield traits in bread wheat.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2026Article
- Genetic Control of Grain Protein and Gluten Content: Winter vs. Spring Wheat.International journal of molecular sciences · 2025Article
- Characterization of a stable QTL for quality-related traits and its effects on yields in wheat (Triticum aestivum L.).TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2025Article
- Preferentially expressed endosperm genes reveal unique activities in wheat endosperm during grain filling.BMC genomics · 2024Article
- Feature engineering and parameter tuning: improving phenomic prediction ability in multi-environmental durum wheat breeding trials.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2024Article
- SpykProps: an imaging pipeline to quantify architecture in unilateral grass inflorescences.Plant methods · 2023Article
- Genetics of the Inverse Relationship between Grain Yield and Grain Protein Content in Common Wheat.Plants (Basel, Switzerland) · 2022Article
- Hybrid wheat: quantitative genetic parameters and heterosis for quality and rheological traits as well as baking volume.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2022Review
- Do lower nitrogen fertilization levels require breeding of different types of cultivars in triticale?TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2022Article
- Recent applications of metabolomics in plant breeding.Breeding science · 2022Article
- Mitigating tradeoffs in plant breeding.iScience · 2021Review
- Genomic structural equation modelling provides a whole-system approach for the future crop breeding.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2021Article
- Reciprocal Recurrent Genomic Selection Is Impacted by Genotype-by-Environment Interactions.Frontiers in plant science · 2021Article
- Prospects of GWAS and predictive breeding for European winter wheat's grain protein content, grain starch content, and grain hardness.Scientific reports · 2020Article
- Genetic dissection of stem WSC accumulation and remobilization in wheat (Triticum aestivum L.) under terminal drought stress.BMC genetics · 2020Article
- Genetic Progress of Seed Yield and Nitrogen Use Efficiency of BrazilianFrontiers in plant science · 2020Article
- Identification and Validation of New Stable QTLs for Grain Weight and Size by Multiple Mapping Models in Common Wheat.Frontiers in genetics · 2020Article
- Combining grain yield, protein content and protein quality by multi-trait genomic selection in bread wheat.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2019Article
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Corrections and comments
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Authors and funding
9 authors at 2 institutions in 1 country.
Funding
Abstract
key messageAdditive and dominance effect QTL for grain yield and protein content display antagonistic pleiotropic effects, making genomic selection based on the index grain protein deviation a promising method to alleviate the negative correlation between these traits in wheat breeding. Grain yield and quality-related traits such as protein content and sedimentation volume are key traits in wheat breeding. In this study, we used a large population of 1604 hybrids and their 135 parental components to investigate the genetics and metabolomics underlying the negative relationship of grain yield and quality, and evaluated approaches for their joint improvement. We identified a total of nine trait-associated metabolites and show that prediction using genomic data alone resulted in the highest prediction ability for all traits. We dissected the genetic architecture of grain yield and quality-determining traits and show results of the first mapping of the derived trait grain protein deviation. Further, we provide a genetic analysis of the antagonistic relation of grain yield and protein content and dissect the mode of gene action (pleiotropy vs linkage) of identified QTL. Lastly, we demonstrate that the composition of the training set for genomic prediction is crucial when considering different quality classes in wheat breeding.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.