ArticleBMC plant biology2016
Analysis of the genetic diversity and structure across a wide range of germplasm reveals prominent gene flow in apple at the European level.
Article in BMC plant biology, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 39 papers.
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Who cites it
39 citing papers in PubMed.
- Article
- Article
- Genetic diversity of Iranian Acanthophyllum species collection using SCoT and SRAP markers.Scientific reports · 2026Article
- Application of Genome-Assisted Prediction (GAP) for Apple Fruit Weight.Plants (Basel, Switzerland) · 2025Article
- Cytometric and genetic analysis of Slovenian local apple genotypes.BMC plant biology · 2025Article
- Pomological and Molecular Characterization of Apple Cultivars in the German Fruit Genebank.Plants (Basel, Switzerland) · 2024Article
- Why we thrive beneath a northern sky - genomic signals of selection in apple for adaptation to northern Sweden.Heredity · 2024Article
- Exploring genetic diversity and ascertaining genetic loci associated with important fruit quality traits in apple (Physiology and molecular biology of plants : an international journal of functional plant biology · 2023Article
- Genetic Diversity of Apple Clonal Rootstocks from the Collection of the Michurinsk State Agrarian University Based on SSR Markers.Plants (Basel, Switzerland) · 2023Article
- Genetic diversity and conservation of Siberian apricot (Prunus sibirica L.) based on microsatellite markers.Scientific reports · 2023Article
- Population Structure and Association Mapping for Agronomical and Biochemical Traits of a Large Spanish Apple Germplasm.Plants (Basel, Switzerland) · 2023Article
- Quantitative Traits of Interest in Apple Breeding and Their Implications for Selection.Plants (Basel, Switzerland) · 2023Article
- Deducing genotypes for loci of interest from SNP array data via haplotype sharing, demonstrated for apple and cherry.PloS one · 2023Article
- Bearing Fruit: Miocene Apes and Rosaceous Fruit Evolution.Biological theory · 2023Article
- Genetic Diversity and Pedigree Analysis of Red Currant Germplasm.Plants (Basel, Switzerland) · 2022Article
- Tree architecture, light interception and water-use related traits are controlled by different genomic regions in an apple tree core collection.The New phytologist · 2022Article
- As It Stands: The Palouse Wild Cider Apple Breeding Program.Plants (Basel, Switzerland) · 2022Article
- Genetic Diversity of Peach Cultivars from the Collection of the Nikita Botanical Garden Based on SSR Markers.Plants (Basel, Switzerland) · 2021Article
- SSR-Based Analysis of Genetic Diversity and Structure of Sweet Cherry (Plants (Basel, Switzerland) · 2021Article
- Towards a Joint International Database: Alignment of SSR Marker Data for European Collections of Cherry Germplasm.Plants (Basel, Switzerland) · 2021Article
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27 authors.
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Abstract
backgroundThe amount and structure of genetic diversity in dessert apple germplasm conserved at a European level is mostly unknown, since all diversity studies conducted in Europe until now have been performed on regional or national collections. Here, we applied a common set of 16 SSR markers to genotype more than 2,400 accessions across 14 collections representing three broad European geographic regions (North + East, West and South) with the aim to analyze the extent, distribution and structure of variation in the apple genetic resources in Europe.
resultsA Bayesian model-based clustering approach showed that diversity was organized in three groups, although these were only moderately differentiated (FST = 0.031). A nested Bayesian clustering approach allowed identification of subgroups which revealed internal patterns of substructure within the groups, allowing a finer delineation of the variation into eight subgroups (FST = 0.044). The first level of stratification revealed an asymmetric division of the germplasm among the three groups, and a clear association was found with the geographical regions of origin of the cultivars. The substructure revealed clear partitioning of genetic groups among countries, but also interesting associations between subgroups and breeding purposes of recent cultivars or particular usage such as cider production. Additional parentage analyses allowed us to identify both putative parents of more than 40 old and/or local cultivars giving interesting insights in the pedigree of some emblematic cultivars.
conclusionsThe variation found at group and subgroup levels may reflect a combination of historical processes of migration/selection and adaptive factors to diverse agricultural environments that, together with genetic drift, have resulted in extensive genetic variation but limited population structure. The European dessert apple germplasm represents an important source of genetic diversity with a strong historical and patrimonial value. The present work thus constitutes a decisive step in the field of conservation genetics. Moreover, the obtained data can be used for defining a European apple core collection useful for further identification of genomic regions associated with commercially important horticultural traits in apple through genome-wide association studies.
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