ArticleTAG. Theoretical and applied genetics. Theoretische und angewandte Genetik2011
Genome-wide association mapping of agronomic traits in sugar beet.
Article in TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik, 2011. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 34 papers.
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Who cites it
34 citing papers in PubMed.
- Genetic diversity and population structure analysis of cotton (Gossypium hirsutum L.) genotypes using DArTseq technology.BMC genomics · 2026Article
- Crop wild relative populations of Beta vulgaris as source for genome-wide association mapping of complex traits.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2025Article
- Variation for QTL alleles associated with total dissolved solids among crop types in a GWAS of a Beta vulgaris diversity panel.The plant genome · 2025Article
- Genome-wide analysis for root and leaf architecture traits associated with drought tolerance at the seedling stage in a highly ecologically diverse wheat population.Computational and structural biotechnology journal · 2024Article
- Genetic diversity, linkage disequilibrium, and population structure of tetraploid wheat landraces originating from Europe and Asia.BMC genomics · 2023Article
- Plant biochemical genetics in the multiomics era.Journal of experimental botany · 2023Review
- Genetic diversity and genome-wide association study of 13 agronomic traits in 977 Beta vulgaris L. germplasms.BMC genomics · 2023Article
- Prediction of additive, epistatic, and dominance effects using models accounting for incomplete inbreeding in parental lines of hybrid rye and sugar beet.Frontiers in plant science · 2023Article
- Genome-wide association and epistasis studies reveal the genetic basis of saline-alkali tolerance at the germination stage in rice.Frontiers in plant science · 2023Article
- Genetic diversity and population structure assessment of Western Canadian barley cooperative trials.Frontiers in plant science · 2022Article
- Genotyping-by-Sequencing Based Molecular Genetic Diversity of Pakistani Bread Wheat (Frontiers in genetics · 2022Article
- Beta vulgaris ssp. vulgaris chromosome 8 shows significant association with geosmin concentration in table beet.G3 (Bethesda, Md.) · 2021Article
- Molecular genetic analysis of spring wheat core collection using genetic diversity, population structure, and linkage disequilibrium.BMC genomics · 2020Article
- Association mapping of drought tolerance-related traits in barley to complement a traditional biparental QTL mapping study.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2018Article
- Genome-wide association mapping of black point reaction in common wheat (Triticum aestivum L.).BMC plant biology · 2017Article
- Insights into the genetic relationships among plants of Beta section Beta using SNP markers.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2017Article
- Crop wild relative populations of Beta vulgaris allow direct mapping of agronomically important genes.Nature communications · 2017Article
- Genomewide association study for seeding emergence and tiller number using SNP markers in an elite winter wheat population.Journal of genetics · 2017Review
- A robust multiple-locus method for quantitative trait locus analysis of non-normally distributed multiple traits.Heredity · 2015Article
- Evaluation of multi-locus models for genome-wide association studies: a case study in sugar beet.Heredity · 2015Article
Corrections and comments
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6 authors.
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Abstract
Recent results indicate that association mapping in populations from applied plant breeding is a powerful tool to detect QTL which are of direct relevance for breeding. The focus of this study was to unravel the genetic architecture of six agronomic traits in sugar beet. To this end, we employed an association mapping approach, based on a very large population of 924 elite sugar beet lines from applied plant breeding, fingerprinted with 677 single nucleotide polymorphism (SNP) markers covering the entire genome. We show that in this population linkage disequilibrium decays within a short genetic distance and is sufficient for the detection of QTL with a large effect size. To increase the QTL detection power and the mapping resolution a much higher number of SNPs is required. We found that for QTL detection, the mixed model including only the kinship matrix performed best, even in the presence of a considerable population structure. In genome-wide scans, main effect QTL and epistatic QTL were detected for all six traits. Our full two-dimensional epistasis scan revealed that for complex traits there appear to be epistatic master regulators, loci which are involved in a large number of epistatic interactions throughout the genome.
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