ArticleTAG. Theoretical and applied genetics. Theoretische und angewandte Genetik2015
Breeding patterns and cultivated beets origins by genetic diversity and linkage disequilibrium analyses.
Article in TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
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Who cites it
10 citing papers in PubMed.
- Twenty-one years of three-way hybrid breeding shaped diversity and complementarity of male and female gene pools in sugar beet.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2026Article
- Evolution of crop phenotypic spaces through domestication.The New phytologist · 2026Article
- Globular garden beet represents a distinct lineage in the domestication of Beta vulgaris.BMC plant biology · 2026Article
- Signatures in domesticated beet genomes pointing at genes under selection in a sucrose-storing root crop.BMC biology · 2025Article
- Beta vulgaris ssp. vulgaris chromosome 8 shows significant association with geosmin concentration in table beet.G3 (Bethesda, Md.) · 2021Article
- Genetic diversity among cultivated beets (Beta vulgaris) assessed via population-based whole genome sequences.BMC genomics · 2020Article
- Independent Validation of Genomic Prediction in Strawberry Over Multiple Cycles.Frontiers in genetics · 2020Article
- Genetic and phenotypic assessment of sugar beet (Breeding science · 2019Article
- Evidence for Strong Kinship Influence on the Extent of Linkage Disequilibrium in Cultivated Common Beans.Genes · 2018Article
- Insights into the genetic relationships among plants of Beta section Beta using SNP markers.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2017Article
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Authors and funding
7 authors.
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Abstract
key messageGenetic diversity in worldwide population of beets is strongly affected by the domestication history, and the comparison of linkage disequilibrium in worldwide and elite populations highlights strong selection pressure. Genetic relationships and linkage disequilibrium (LD) were evaluated in a set of 2035 worldwide beet accessions and in another of 1338 elite sugar beet lines, using 320 and 769 single nucleotide polymorphisms, respectively. The structures of the populations were analyzed using four different approaches. Within the worldwide population, three of the methods gave a very coherent picture of the population structure. Fodder beet and sugar beet accessions were grouped together, separated from garden beets and sea beets, reflecting well the origins of beet domestication. The structure of the elite panel, however, was less stable between clustering methods, which was probably because of the high level of genetic mixing in breeding programs. For the linkage disequilibrium analysis, the usual measure (r (2)) was used, and compared with others that correct for population structure and relatedness (r S (2) , r V (2) , r VS (2)). The LD as measured by r (2) persisted beyond 10 cM within the elite panel and fell below 0.1 after less than 2 cM in the worldwide population, for almost all chromosomes. With correction for relatedness, LD decreased under 0.1 by 1 cM for almost all chromosomes in both populations, except for chromosomes 3 and 9 within the elite panel. In these regions, the larger extent of LD could be explained by strong selection pressure.
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