Éditeur(s) : HAL CCSD Springer Verlag/EDP Sciences
Résumé : No efficient method is available to compare multi-locus estimates of diversity while taking into account inter-locus and inter-population stochastic variance. The advent of genome scan approaches makes the development of such tests absolutely necessary. We developed a method to compare genome-wide diversity estimates while taking into account-and factoring out-variation in census size and making use of inter-locus variance to assess significance of differences in diversity levels. An approach based on rarefaction with bootstrap re-sampling (RaBoT) was implemented into a test of multi-locus comparison of diversity coded in R. The properties of the test were studied by applying it to simulated populations with varying diversity levels and varying differences in diversity levels. The test was then applied to empirical data from disturbed and undisturbed populations of Virola michelii (Myristicaceae) genotyped at 693 amplified fragment length polymorphism (AFLP) markers. RaBoT was found to be rather conservative, with large numbers of false negatives when the diversity in the compared populations was similar, and false positives mostly associated to comparisons of populations with extremely high levels of diversity. When applied to empirical data, RaBoT detected higher genetic diversity in a post-disturbance than in an undisturbed population and lower genetic diversity in a seedling than in the corresponding adult population, but it also revealed differences in diversity between subgroups within the disturbed and undisturbed plots. RaBoT is a sensitive method to compare multi-locus levels of diversity that can be applied both at the genotype level for dominant markers (e.g. AFLP) and at the allele level for biallelic codominant markers (e.g. single-nucleotide polymorphisms).
ISSN: 1286-4560

hal-01032413
https://hal.archives-ouvertes.fr/hal-01032413
DOI : 10.1007/s13595-013-0302-z

Éditeur(s) : HAL CCSD Oxford University Press (OUP)
Résumé : International audience
DNA sequencing technology is becoming more accessible to a variety of researchers as costs continue to decline. As researchers begin to sequence novel transcriptomes, most of these data sets lack a reference genome and will have to rely on de novo assemblers. Making comparisons across assemblies can be difficult: each program has its strengths and weaknesses, and no tool exists to comparatively evaluate these data sets. We developed software in R, called Sequence Comparative Analysis using Networks (SCAN), to perform statistical comparisons between distinct assemblies. SCAN uses a reference data set to identify the most accurate de novo assembly and the ``good'' transcripts in the user's data. We tested SCAN on three publicly available transcriptomes, each assembled using three assembly programs. Moreover, we sequenced the transcriptome of the oomycete Achlya hypogyna and compared de novo assemblies from Velvet, ABySS, and the CLC Genomics Workbench assembly algorithms. One thousand one hundred twenty-eight of the CLC transcripts were statistically similar to the reference, compared with 49 of the Velvet transcripts and 937 of the ABySS transcripts. SCAN's strength is providing statistical support for transcript assemblies in a biological context. However, SCAN is designed to compare distinct node sets in networks, therefore it can also easily be extended to perform statistical comparisons on any network graph regardless of what the nodes represent.
ISSN: 0737-4038

hal-01544800
https://hal.archives-ouvertes.fr/hal-01544800
DOI : 10.1093/molbev/mst087

Éditeur(s) : HAL CCSD Public Library of Science
Résumé : Background. In wild plant populations, genetic divergence within continuous stands is common, sometimes at very short geographical scales. While restrictions to gene flow combined with local inbreeding and genetic drift may cause neutral differentiation among subpopulations, microgeographical variations in environmental conditions can drive adaptive divergence through natural selection at some targeted loci. Such phenomena have recurrently been observed in plant populations occurring across sharp environmental boundaries, but the interplay between selective processes and neutral genetic divergence has seldom been studied.[br/]Methods. We assessed the extent of within-stand neutral and environmentally-driven divergence in the Neotropical tree [i]Eperua falcate Aubl[/i]. (Fabaceae) through a genome-scan approach. Populations of this species grow in dense stands that cross the boundaries between starkly contrasting habitats. Within-stand phenotypic and candidate-gene divergence have already been proven, making this species a suitable model for the study of genome-wide microgeographic divergence. Thirty trees from each of two habitats (seasonally flooded swamps and well-drained plateaus) in two separate populations were genotyped using thousands of AFLPs markers. To avoid genotyping errors and increase marker reliability, each sample was genotyped twice and submitted to a rigorous procedure for data cleaning, which resulted in 1196 reliable and reproducible markers.[br/]Results. Despite the short spatial distances, we detected within-populations genetic divergence, probably caused by neutral processes, such as restrictions in gene flow. Moreover, habitat-structured subpopulations belonging to otherwise continuous stands also diverge in relation to environmental variability and habitat patchiness: we detected convincing evidence of divergent selection at the genome-wide level and for a fraction of the analyzed loci (comprised between 0.25% and 1.6%). Simulations showed that the levels of differentiation for these outliers are compatible with scenarios of strong divergent selection
ISSN: 1932-6203

hal-01204220
https://hal.archives-ouvertes.fr/hal-01204220
https://hal.archives-ouvertes.fr/hal-01204220/document
https://hal.archives-ouvertes.fr/hal-01204220/file/journal.pone.0121394.PDF
PRODINRA : 287494

Résumé : Le maintien de ressources génétiques suffisamment larges est nécessaire pour assurer la viabilité et le potentiel évolutif des populations naturelles. Cette thèse a le principal objectif de caractériser la diversité et la variabilité génétique chez le genre Virola (Myristicaceae) pour décrire les processus évolutifs qui en sont à l'origine. Premièrement,une étude de la régénération d'un échantillonnage exhaustif de V. michelii a été menée dans une parcelle du dispositif expérimental de Paracou ayant subi une exploitation forestière de faible intensité et comparée à une parcelle témoin. La diversité génétique mesurée à partir de marqueurs AFLP (Amplified Fragment-Length Polymorphism, N=229) en zones perturbées s'est révélée être plis grande qu'en zone non-perturbées. Puis, l'adaptation locale a été étudiée à travers ces mêmes individus et certains loci (AFLP) montrent une sélection divergente pour des environnements contrastés, indiquant un signe d'adaptation. Enfin, l'étude des niveaux de divergence génétique chez trois espèces de Virola du bouclier guyanais (V. michelii, V. surinamensis et V. kwatae) montrent que deux d'entre elles (V. surinamensis et V. kwatae) montrent de fortes similarités génétiques malgré leur distribution sur des environnements contrastés. des Flux de gènes intersécifiques ont été mis en évidence chez ces deux espèces-soeurs et l'hypothèse d'une spéciation écologique est avancée. Ce travail a permis d'aborder différents processus évolutifs à l'origine de la diversité génétique actuelle chez ces espèces forestières tropicales et peut fournir une contribution pour appréhender le devenir des populations.
Genetic diversity is an essential component of biodiversity. The maintenance of sufficient genetic resources is needed to ensure the adaptive potential and the viability of natural populations. In the current context of global changes, the study of adaptation in living organisms is a key task, particularly for tropical forest trees that are dominant components (in terms of biomass and as ecological drivers) of some of the most diverse ecosystems on Earth. The main objective of this thesis is to characterize genetic diversity and genetic variability to understand the evolutionary processes that act on them. This ecological-genetic study was carried out at the interspecific and intraspecific level in the Virola genus.If overall high levels of genetic diversity are a guarantee of prosperity for the future of the species, it seems essential to perform studies on the impact of environmental disturbance on genetic diversity. In the first section, the genetic consequences of regeneration dynamics were studied in an exhaustive sample of V. michelii in a low-intensity logging plot and in a control plot at the Paracou experimental site. A greater genetic diversity, measured from AFLP markers (Amplified Fragment Length Polymorphism, N = 229), was found in perturbed areas. Because studying genetic diversity within species may be useful for understanding species adaptation to environmental changes, in the second section. I studied local adaptation in a population of V. michelii on the Paracou experimental site. A genome scan approach with AFLPs (N = 229) was conducted on 77 adult individuals and 401 juveniles to identify genetic differences between populations associated to contrasting conditions for an array of environmental variables. Some loci (N = 2) were found to be subject to divergent selection, indicating adaptation to contrasting habitats.In the third section, the study of levels of genetic divergence in three Virola species of the Guiana Shield (V. michelii, V. surinamensis and V. kwatae) was investigated for nuclear and chloroplast molecular markers. V. surinamensis and V. kwatae showed strong genetic similarities despite their contrasting habitats preferences. Coalescent analyses have revealed, on one hand, a recent divergence between these two species suggesting an ecological speciation, and one the other hand that interspecific gene flow occurs between these sister-species.This work focuses on understanding evolutionary processes shaping genetic diversity and provides a useful contribution for biodiversity conservation programs.

http://www.theses.fr/2011AGUY0480/document