The distribution of epistasis on simple fitness landscapes.

Fitness interactions between mutations can influence a population's evolution in many different ways. While epistatic effects are difficult to measure precisely, important information is captured by the mean and variance of log fitnesses for individuals carrying different numbers of mutations. We derive predictions for these quantities from a class of simple fitness landscapes, based on models of optimizing selection on quantitative traits. We also explore extensions to the models, including modular pleiotropy, variable effect sizes, mutational bias and maladaptation of the wild type. We illustrate our approach by reanalysing a large dataset of mutant effects in a yeast snoRNA (small nucleolar RNA). Though characterized by some large epistatic effects, these data give a good overall fit to the non-epistatic null model, suggesting that epistasis might have limited influence on the evolutionary dynamics in this system. We also show how the amount of epistasis depends on both the underlying fitness landscape and the distribution of mutations, and so is expected to vary in consistent ways between new mutations, standing variation and fixed mutations.N

The genetics of speciation: Insights from Fisher's geometric model.

Research in speciation genetics has uncovered many robust patterns in intrinsic reproductive isolation, and fitness landscape models have been useful in interpreting these patterns. Here, we examine fitness landscapes based on Fisher's geometric model. Such landscapes are analogous to models of optimizing selection acting on quantitative traits, and have been widely used to study adaptation and the distribution of mutational effects. We show that, with a few modifications, Fisher's model can generate all of the major findings of introgression studies (including "speciation genes" with strong deleterious effects, complex epistasis and asymmetry), and the major patterns in overall hybrid fitnesses (including Haldane's Rule, the speciation clock, heterosis, hybrid breakdown, and male-female asymmetry in the F1). We compare our approach to alternative modeling frameworks that assign fitnesses to genotypes by identifying combinations of incompatible alleles. In some cases, the predictions are importantly different. For example, Fisher's model can explain conflicting empirical results about the rate at which incompatibilities accumulate with genetic divergence. In other cases, the predictions are identical. For example, the quality of reproductive isolation is little affected by the manner in which populations diverge.Agence Nationale de la Recherche (HYSEA project, ANR-12-BSV7- 0011)This is the author accepted manuscript. The final version is available from Wiley via http://dx.doi.org/10.1111/evo.1296

How do species barriers decay? Concordance and local introgression in mosaic hybrid zones of mussels.

The Mytilus complex of marine mussel species forms a mosaic of hybrid zones, found across temperate regions of the globe. This allows us to study 'replicated' instances of secondary contact between closely related species. Previous work on this complex has shown that local introgression is both widespread and highly heterogeneous, and has identified SNPs that are outliers of differentiation between lineages. Here, we developed an ancestry-informative panel of such SNPs. We then compared their frequencies in newly sampled populations, including samples from within the hybrid zones, and parental populations at different distances from the contact. Results show that close to the hybrid zones, some outlier loci are near to fixation for the heterospecific allele, suggesting enhanced local introgression, or the local sweep of a shared ancestral allele. Conversely, genomic cline analyses, treating local parental populations as the reference, reveal a globally high concordance among loci, albeit with a few signals of asymmetric introgression. Enhanced local introgression at specific loci is consistent with the early transfer of adaptive variants after contact, possibly including asymmetric bi-stable variants (Dobzhansky-Muller incompatibilities), or haplotypes loaded with fewer deleterious mutations. Having escaped one barrier, however, these variants can be trapped or delayed at the next barrier, confining the introgression locally. These results shed light on the decay of species barriers during phases of contact.ANR, France; Russian Science Foundatio

Mating system variation in hybrid zones: Facilitation, barriers and asymmetries to gene flow

Plant mating systems play a key role in structuring genetic variation both within and between species. In hybrid zones, the outcomes and dynamics of hybridization are usually interpreted as the balance between gene flow and selection against hybrids. Yet, mating systems can introduce selective forces that alter these expectations; with diverse outcomes for the level and direction of gene flow depending on variation in outcrossing and whether the mating systems of the species pair are the same or divergent. We present a survey of hybridization in 133 species pairs from 41 plant families and examine how patterns of hybridization vary with mating system. We examine if hybrid zone mode, level of gene flow, asymmetries in gene flow and the frequency of reproductive isolating barriers vary in relation to mating system/s of the species pair. We combine these results with a simulation model and examples from the literature to address two general themes: (1) the two-way interaction between introgression and the evolution of reproductive systems, and (2) how mating system can facilitate or restrict interspecific gene flow. We conclude that examining mating system with hybridization provides unique opportunities to understand divergence and the processes underlying reproductive isolation

Génétique de l’adaptation et de la spéciation : théorie et analyse de données de séquençage haut-débit dans le complexe d’espèces Mytilus edulis

Genomes are affected by conflicting selective regimes. This is particularly well illustrated by the concept of semi-permeable barriers to gene flow, as found in the hybrid zones literature. Some genes contribute to the prevention of mixing between differentiated genetic lineages, either because they are involved in adaptation to local environmental conditions, or because they are incompatible with alleles from other genetic lineages. Other parts of the genome are either neutral, or subjected to selection which tends to homogenize the genetic lineages. In the first part of this thesis, models of the evolution of reproductive isolation are presented to explain the isolation patterns observed in experimental hybridizing crosses between incipient species. Using standard models of Dobzhansky-Muller genetic incompatibilities, it is shown that the asymmetry and complexity of incompatibilities are not well explained by there being an “evolutionary sieve”, i.e. a different rate of accumulation between incompatibilities. A complementary approach to quantitative modeling (an extension of Fisher's Geometric Model) then clarifies which conditions of divergence between allopatric lines led to highly deleterious effects in hybrid genotypes. The relative importance of mean levels of fitness epistasis, the distribution of mutation sizes, and the way lineages adapt to new environmental conditions is discussed. The second part of this thesis takes advantage of technical advances in genomics to study the history of speciation and adaptation in a non-model species complex, Mytilus mussels. A statistical method of inferring speciation scenarios is presented. Results show that European mussels experienced a complex history of strict divergence followed by a period of periodic connectivity. In agreement with the concept of semi-permeable barriers to gene flow, it is shown that introgression rates are heterogeneous along the genome. Next, genome scans of differentiation were conducted between pairs of populations of the species complex. The analysis of genetic variation and allele genealogies on a small chromosomal scale allowed to reconstruct the evolutionary history of more than 1000 genomic regions. This analysis reveals that a major cause of intraspecific differentiation is the differential introgression of foreign alleles. Overall, this thesis shows not only that biogeography of speciation, i.e. the temporal and spatial patterns of gene flow, play a major role in our understanding of existing biodiversity, but also its amazing complexity and extent of its impact on genome evolution.Les génomes sont affectés par des régimes de sélection conflictuels. Ceci est particulièrement bien illustré par le concept de barrière semi-perméable au flux génique, issu de la littérature des zones hybrides. Certains gènes contribuent à empêcher le mélange entre lignées génétiques différenciées, soit parce qu'ils participent à l'adaptation aux conditions environnementales locales, soit parce qu'ils sont incompatibles avec les gènes d'autres lignées. D'autres parties du génome sont soit neutres, soit soumises à une sélection qui tend à homogénéiser les différentes lignées entre elles. Dans la première partie de cette thèse, des modèles d'évolution de l'isolement reproductif sont présentés pour expliquer les patrons d'isolements observés dans les expériences d'hybridation au laboratoire. Par modélisation classique d'incompatibilités génétiques de type Dobzhansky-Muller, il est montré que l'asymétrie et la complexité des incompatibilités sont imparfaitement expliquées par un filtre évolutif, c.a.d. une vitesse d'accumulation différente entre types d'incompatibilité. Une approche complémentaire de modélisation quantitative à l'aide d'une extension du modèle géométrique de Fisher a permis de préciser quelles conditions de divergence entre lignées isolées conduisaient à un effet fortement délétère des mutations dans les génotypes hybrides. L'importance relative du niveau d'épistasie moyen, de la distribution des effets des mutations et des modalités de l'adaptation de chaque lignée est discutée. La seconde partie de cette thèse profite des avancées techniques de la génomique pour étudier l'histoire de la spéciation et de l'adaptation dans un complexe d'espèces non-modèles, les moules du genre Mytilus. Une méthode statistique d'inférence de scénarios de spéciation est présentée. Les résultats montrent que les moules Européennes ont connu une histoire complexe de divergence stricte suivie d'une période de connectivité périodique. En accord avec le concept de barrière semi-perméable au flux génique, il est montré que les taux d'introgression sont hétérogènes le long du génome. Ensuite, des scans génomiques de la différenciation ont été menés entre paires de populations du complexe d'espèces. L'analyse de la variation génétique et des généalogies d'allèles sur une échelle chromosomique localisée a permis de reconstituer l'histoire évolutive de plus de 1000 régions du génome des moules. Cette analyse a révélé qu'une cause majeure, mais insoupçonnée, de la différenciation génétique intraspécifique est l'introgression différentielle d'allèles étrangers. Globalement, cette thèse montre non seulement le rôle majeur de la biogéographie de la spéciation, c.a.d. des patrons temporels et spatiaux du flux de gènes, dans notre compréhension de la biodiversité actuelle, mais aussi sa surprenante complexité et l'étendue de ses conséquences sur l'évolution des génomes

Genetics of adaptation and speciation : theory and analysis of high-throughout sequencing data in the complex of species Mytilus edulis

Les génomes sont affectés par des régimes de sélection conflictuels. Ceci est particulièrement bien illustré par le concept de barrière semi-perméable au flux génique, issu de la littérature des zones hybrides. Certains gènes contribuent à empêcher le mélange entre lignées génétiques différenciées, soit parce qu'ils participent à l'adaptation aux conditions environnementales locales, soit parce qu'ils sont incompatibles avec les gènes d'autres lignées. D'autres parties du génome sont soit neutres, soit soumises à une sélection qui tend à homogénéiser les différentes lignées entre elles. Dans la première partie de cette thèse, des modèles d'évolution de l'isolement reproductif sont présentés pour expliquer les patrons d'isolements observés dans les expériences d'hybridation au laboratoire. Par modélisation classique d'incompatibilités génétiques de type Dobzhansky-Muller, il est montré que l'asymétrie et la complexité des incompatibilités sont imparfaitement expliquées par un filtre évolutif, c.a.d. une vitesse d'accumulation différente entre types d'incompatibilité. Une approche complémentaire de modélisation quantitative à l'aide d'une extension du modèle géométrique de Fisher a permis de préciser quelles conditions de divergence entre lignées isolées conduisaient à un effet fortement délétère des mutations dans les génotypes hybrides. L'importance relative du niveau d'épistasie moyen, de la distribution des effets des mutations et des modalités de l'adaptation de chaque lignée est discutée. La seconde partie de cette thèse profite des avancées techniques de la génomique pour étudier l'histoire de la spéciation et de l'adaptation dans un complexe d'espèces non-modèles, les moules du genre Mytilus. Une méthode statistique d'inférence de scénarios de spéciation est présentée. Les résultats montrent que les moules Européennes ont connu une histoire complexe de divergence stricte suivie d'une période de connectivité périodique. En accord avec le concept de barrière semi-perméable au flux génique, il est montré que les taux d'introgression sont hétérogènes le long du génome. Ensuite, des scans génomiques de la différenciation ont été menés entre paires de populations du complexe d'espèces. L'analyse de la variation génétique et des généalogies d'allèles sur une échelle chromosomique localisée a permis de reconstituer l'histoire évolutive de plus de 1000 régions du génome des moules. Cette analyse a révélé qu'une cause majeure, mais insoupçonnée, de la différenciation génétique intraspécifique est l'introgression différentielle d'allèles étrangers. Globalement, cette thèse montre non seulement le rôle majeur de la biogéographie de la spéciation, c.a.d. des patrons temporels et spatiaux du flux de gènes, dans notre compréhension de la biodiversité actuelle, mais aussi sa surprenante complexité et l'étendue de ses conséquences sur l'évolution des génomes.Genomes are affected by conflicting selective regimes. This is particularly well illustrated by the concept of semi-permeable barriers to gene flow, as found in the hybrid zones literature. Some genes contribute to the prevention of mixing between differentiated genetic lineages, either because they are involved in adaptation to local environmental conditions, or because they are incompatible with alleles from other genetic lineages. Other parts of the genome are either neutral, or subjected to selection which tends to homogenize the genetic lineages. In the first part of this thesis, models of the evolution of reproductive isolation are presented to explain the isolation patterns observed in experimental hybridizing crosses between incipient species. Using standard models of Dobzhansky-Muller genetic incompatibilities, it is shown that the asymmetry and complexity of incompatibilities are not well explained by there being an “evolutionary sieve”, i.e. a different rate of accumulation between incompatibilities. A complementary approach to quantitative modeling (an extension of Fisher's Geometric Model) then clarifies which conditions of divergence between allopatric lines led to highly deleterious effects in hybrid genotypes. The relative importance of mean levels of fitness epistasis, the distribution of mutation sizes, and the way lineages adapt to new environmental conditions is discussed. The second part of this thesis takes advantage of technical advances in genomics to study the history of speciation and adaptation in a non-model species complex, Mytilus mussels. A statistical method of inferring speciation scenarios is presented. Results show that European mussels experienced a complex history of strict divergence followed by a period of periodic connectivity. In agreement with the concept of semi-permeable barriers to gene flow, it is shown that introgression rates are heterogeneous along the genome. Next, genome scans of differentiation were conducted between pairs of populations of the species complex. The analysis of genetic variation and allele genealogies on a small chromosomal scale allowed to reconstruct the evolutionary history of more than 1000 genomic regions. This analysis reveals that a major cause of intraspecific differentiation is the differential introgression of foreign alleles. Overall, this thesis shows not only that biogeography of speciation, i.e. the temporal and spatial patterns of gene flow, play a major role in our understanding of existing biodiversity, but also its amazing complexity and extent of its impact on genome evolution

The rates of introgression and barriers to genetic exchange between hybridizing species: sex chromosomes vs. autosomes

International audienc

Data from: Local inter-species introgression is the main cause of extreme levels of intra-specific differentiation in mussels

Structured populations, and replicated zones of contact between species, are an ideal opportunity to study regions of the genome with unusual levels of differentiation; and these can illuminate the genomic architecture of species isolation, and the spread of adaptive alleles across species ranges. Here, we investigated the effects of gene flow on divergence and adaptation in the Mytilus complex of species, including replicated parental populations in quite distant geographical locations. We used target enrichment sequencing of 1269 contigs of a few Kb each, including some genes of known function, to infer gene genealogies at a small chromosomal scale. We show that geography is an important determinant of the genome-wide patterns of introgression in Mytilus, and that gene flow between different species, with contiguous ranges, explained up to half of the intra-specific outliers. This suggests that local introgression is both widespread and tends to affect larger chromosomal regions than purely intraspecific processes. We argue that this situation might be common, and this implies that genome scans should always consider the possibility of introgression from sister species, unsampled differentiated backgrounds, or even extinct relatives, e.g. Neanderthals in humans. The hypothesis that reticulate evolution over long periods of time contributes widely to adaptation, and to the spatial and genomic reorganisation of genetic backgrounds, needs to be more widely considered in order to make better sense of genome scans

Probe set for the target enrichment experiment

Four-column SureSelect probe template file: (1) TargetID represents the genomic target that is intended for capture; (2) ProbeID provides a means for you to identify your probes; (3) Sequence is the actual sequence of the synthesized probe;(4) Replication determines how many times a probe will be replicated in the library

Shedding Light on the Grey Zone of Speciation along a Continuum of Genomic Divergence.

Speciation results from the progressive accumulation of mutations that decrease the probability of mating between parental populations or reduce the fitness of hybrids-the so-called species barriers. The speciation genomic literature, however, is mainly a collection of case studies, each with its own approach and specificities, such that a global view of the gradual process of evolution from one to two species is currently lacking. Of primary importance is the prevalence of gene flow between diverging entities, which is central in most species concepts and has been widely discussed in recent years. Here, we explore the continuum of speciation thanks to a comparative analysis of genomic data from 61 pairs of populations/species of animals with variable levels of divergence. Gene flow between diverging gene pools is assessed under an approximate Bayesian computation (ABC) framework. We show that the intermediate "grey zone" of speciation, in which taxonomy is often controversial, spans from 0.5% to 2% of net synonymous divergence, irrespective of species life history traits or ecology. Thanks to appropriate modeling of among-locus variation in genetic drift and introgression rate, we clarify the status of the majority of ambiguous cases and uncover a number of cryptic species. Our analysis also reveals the high incidence in animals of semi-isolated species (when some but not all loci are affected by barriers to gene flow) and highlights the intrinsic difficulty, both statistical and conceptual, of delineating species in the grey zone of speciation