ClonEstiMate, a Bayesian method for quantifying rates of clonality of populations genotyped at two-time steps
BECHELER, Ronan
Evolutionary Biology and Ecology of Algae [EBEA]
Université Pierre et Marie Curie - Paris 6 [UPMC]
Sorbonne Université [SU]
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Evolutionary Biology and Ecology of Algae [EBEA]
Université Pierre et Marie Curie - Paris 6 [UPMC]
Sorbonne Université [SU]
BECHELER, Ronan
Evolutionary Biology and Ecology of Algae [EBEA]
Université Pierre et Marie Curie - Paris 6 [UPMC]
Sorbonne Université [SU]
Evolutionary Biology and Ecology of Algae [EBEA]
Université Pierre et Marie Curie - Paris 6 [UPMC]
Sorbonne Université [SU]
GUILLEMIN, Marie-Laure
Evolutionary Biology and Ecology of Algae [EBEA]
Université Pierre et Marie Curie - Paris 6 [UPMC]
Sorbonne Université [SU]
Facultad de Ciencias, Instituto de Ciencias Ambientales y Evolutivas
Evolutionary Biology and Ecology of Algae [EBEA]
Université Pierre et Marie Curie - Paris 6 [UPMC]
Sorbonne Université [SU]
Facultad de Ciencias, Instituto de Ciencias Ambientales y Evolutivas
VALERO, Myriam
Evolutionary Biology and Ecology of Algae [EBEA]
Université Pierre et Marie Curie - Paris 6 [UPMC]
Sorbonne Université [SU]
Evolutionary Biology and Ecology of Algae [EBEA]
Université Pierre et Marie Curie - Paris 6 [UPMC]
Sorbonne Université [SU]
DESTOMBE, Christophe
Evolutionary Biology and Ecology of Algae [EBEA]
Université Pierre et Marie Curie - Paris 6 [UPMC]
Sorbonne Université [SU]
< Réduire
Evolutionary Biology and Ecology of Algae [EBEA]
Université Pierre et Marie Curie - Paris 6 [UPMC]
Sorbonne Université [SU]
Langue
en
Article de revue
Ce document a été publié dans
Molecular Ecology Resources. 2017-11, vol. 17, n° 6, p. e251–e267
Wiley/Blackwell
Résumé en anglais
Partial clonality is commonly used in eukaryotes and has large consequences for their evolution and ecology. Assessing accurately the relative importance of clonal vs. sexual reproduction matters for studying and managing ...Lire la suite >
Partial clonality is commonly used in eukaryotes and has large consequences for their evolution and ecology. Assessing accurately the relative importance of clonal vs. sexual reproduction matters for studying and managing such species. Here, we proposed a Bayesian approach, ClonEstiMate, to infer rates of clonality c from populations sampled twice over a short time interval, ideally one generation time. The method relies on the likelihood of the transitions between genotype frequencies of ancestral and descendent populations, using an extended Wright–Fisher model explicitly integrating reproductive modes. Our model provides posterior probability distribution of inferred c, given the assumed rates of mutation, as well as inbreeding and selfing when occurring. Tested under various conditions, this model provided accurate inferences of c, especially when the amount of information was modest, that is low sample sizes, few loci, low polymorphism and strong linkage disequilibrium. Inferences remained robust when mutation models and rates were misinformed. However, the method was sensitive to moderate frequencies of null alleles and when the time interval between required samplings exceeding two generations. Misinformed rates on mating modes (inbreeding and selfing) also resulted in biased inferences. Our method was tested on eleven data sets covering five partially clonal species, for which the extent of clonality was formerly deciphered. It delivered highly consistent results with previous information on the biology of those species. ClonEstiMate represents a powerful tool for detecting and inferring clonality in finite populations, genotyped with SNPs or microsatellites. It is freely available at https://www6.rennes.inra.fr/igepp_eng/Productions/Software.< Réduire
Mots clés
autoincompatibilité
eucaryote
approche bayésienne
reproduction clonale
écologie végétale
endogamie
clonalite
logiciel
Mots clés en anglais
instantaneous inference
inbreeding
population genetics model
software
selfing
rate of asexuality
selfincompatibility
Project ANR
Une révision en profondeur de la Génétique des Populations et de la Génomique des Organismes clonaux - ANR-11-BSV7-0007
Origine
Importé de halUnités de recherche