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Kreger J, Brown D, Komarova NL, Wodarz D, Pritchard J. The role of migration in mutant dynamics in fragmented populations. J Evol Biol 2023; 36:444-460. [PMID: 36514852 PMCID: PMC10108075 DOI: 10.1111/jeb.14131] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2021] [Revised: 10/16/2022] [Accepted: 10/28/2022] [Indexed: 12/15/2022]
Abstract
Mutant dynamics in fragmented populations have been studied extensively in evolutionary biology. Yet, open questions remain, both experimentally and theoretically. Some of the fundamental properties predicted by models still need to be addressed experimentally. We contribute to this by using a combination of experiments and theory to investigate the role of migration in mutant distribution. In the case of neutral mutants, while the mean frequency of mutants is not influenced by migration, the probability distribution is. To address this empirically, we performed in vitro experiments, where mixtures of GFP-labelled ("mutant") and non-labelled ("wid-type") murine cells were grown in wells (demes), and migration was mimicked via cell transfer from well to well. In the presence of migration, we observed a change in the skewedness of the distribution of the mutant frequencies in the wells, consistent with previous and our own model predictions. In the presence of de novo mutant production, we used modelling to investigate the level at which disadvantageous mutants are predicted to exist, which has implications for the adaptive potential of the population in case of an environmental change. In panmictic populations, disadvantageous mutants can persist around a steady state, determined by the rate of mutant production and the selective disadvantage (selection-mutation balance). In a fragmented system that consists of demes connected by migration, a steady-state persistence of disadvantageous mutants is also observed, which, however, is fundamentally different from the mutation-selection balance and characterized by higher mutant levels. The increase in mutant frequencies above the selection-mutation balance can be maintained in small ( N < N c ) demes as long as the migration rate is sufficiently small. The migration rate above which the mutants approach the selection-mutation balance decays exponentially with N / N c . The observed increase in the mutant numbers is not explained by the change in the effective population size. Implications for evolutionary processes in diseases are discussed, where the pre-existence of disadvantageous drug-resistant mutant cells or pathogens drives the response of the disease to treatments.
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Affiliation(s)
- Jesse Kreger
- Department of Quantitative and Computational Biology, University of Southern California, Los Angeles, California, USA.,Department of Mathematics, University of California Irvine, Irvine, California, USA
| | - Donovan Brown
- Department of Biomedical Engineering, Pennsylvania State University, University Park, Pennsylvania, USA.,The Huck Institute for the Life Sciences, University Park, Pennsylvania, USA
| | - Natalia L Komarova
- Department of Mathematics, University of California Irvine, Irvine, California, USA
| | - Dominik Wodarz
- Department of Mathematics, University of California Irvine, Irvine, California, USA.,Department of Population Health and Disease Prevention Program in Public Health, Susan and Henry Samueli College of Health Sciences, University of California, Irvine, California, USA
| | - Justin Pritchard
- Department of Biomedical Engineering, Pennsylvania State University, University Park, Pennsylvania, USA.,The Huck Institute for the Life Sciences, University Park, Pennsylvania, USA
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Falahati-Anbaran M, Lundemo S, Stenøien HK. Seed dispersal in time can counteract the effect of gene flow between natural populations of Arabidopsis thaliana. THE NEW PHYTOLOGIST 2014; 202:1043-1054. [PMID: 24471774 DOI: 10.1111/nph.12702] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/27/2013] [Accepted: 12/19/2013] [Indexed: 06/03/2023]
Abstract
Plants may escape unfavorable environments by dispersing to new sites, or by remaining in an ungerminated state at a given site until environmental conditions become favorable. There is limited evidence regarding the occurrence, interplay and relative importance of dispersal processes in time and space in plant populations. Thirty-six natural populations of the annual ruderal species Arabidopsis thaliana were monitored over five consecutive years, sampling both seed bank and above-ground cohorts. We show that immigration rates are considerably higher than previously inferred, averaging 1.7% per population yr(-1). On the other hand, almost one-third of the individuals in a given above-ground cohort result from seeds shed 2 or 3 yr back in time in 10 of the studied populations. Populations that disappeared one year were recolonized by regeneration from the seed bank the subsequent year. Thus, dispersal in both time and space is an important contributor to the structuring of genetic variability in natural populations of A. thaliana, where a high dispersal rate in time may partly counteract the homogenizing effects of spatial seed and pollen dispersal.
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Affiliation(s)
- Mohsen Falahati-Anbaran
- Department of Biology, Norwegian University of Science and Technology, N-7491, Trondheim, Norway
- NTNU University Museum, Norwegian University of Science and Technology, N-7491, Trondheim, Norway
- School of Biology, College of Science, University of Tehran, 14155-6455, Tehran, Iran
| | - Sverre Lundemo
- Department of Biology, Norwegian University of Science and Technology, N-7491, Trondheim, Norway
- NTNU University Museum, Norwegian University of Science and Technology, N-7491, Trondheim, Norway
- Department of Ecology and Genetics, Evolutionary Biology Centre, Uppsala University, SE-752 36, Uppsala, Sweden
| | - Hans K Stenøien
- NTNU University Museum, Norwegian University of Science and Technology, N-7491, Trondheim, Norway
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Collaborative Plant Breeding for Organic Agricultural Systems in Developed Countries. SUSTAINABILITY 2011. [DOI: 10.3390/su3081206] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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Diversity of different farmer and modern wheat varieties cultivated in contrasting organic farming conditions in western Europe and implications for European seed and variety legislation. ACTA ACUST UNITED AC 2011. [DOI: 10.1007/s13165-011-0011-6] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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Enjalbert J, Dawson JC, Paillard S, Rhoné B, Rousselle Y, Thomas M, Goldringer I. Dynamic management of crop diversity: From an experimental approach to on-farm conservation. C R Biol 2011; 334:458-68. [PMID: 21640955 DOI: 10.1016/j.crvi.2011.03.005] [Citation(s) in RCA: 54] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
In agricultural systems, biodiversity includes diversity within species and among species and provides many benefits for production, resilience and conservation. This article addresses the effects of a strategy of in situ conservation called dynamic management (DM) on population evolution, adaptation and diversity. Two French DM initiatives are considered, the first one corresponding to an experimental context, the second to an on-farm management. Results from a study over 26 years of experimental DM of bread wheat (Triticum aestivum L.) are first presented, including the evolution of agronomic traits and genetic diversity at neutral and fitness related loci. While this experiment greatly increased scientific knowledge of the effects of natural selection on cultivated populations, it also showed that population conservation cannot rely only on a network of experimental stations. In collaboration with a farmers' network in France, researchers have begun studying the effects of on-farm DM (conservation and selection) on diversity and adaptation. Results from these studies show that on-farm DM is a key element for the long-term conservation and use of agricultural biodiversity. This method of in situ conservation deserves more attention in industrialised countries.
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Affiliation(s)
- Jérome Enjalbert
- Inra, UMR de génétique végétale, CNRS université Paris-Sud AgroParisTech, ferme du Moulon, 91190 Gif-sur-Yvette, France.
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Heggenes J, Røed KH, Jorde PE, Brabrand A. Dynamic micro-geographic and temporal genetic diversity in vertebrates: the case of lake-spawning populations of brown trout (Salmo trutta). Mol Ecol 2009; 18:1100-11. [PMID: 19243511 DOI: 10.1111/j.1365-294x.2009.04101.x] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Conservation of species should be based on knowledge of effective population sizes and understanding of how breeding tactics and selection of recruitment habitats lead to genetic structuring. In the stream-spawning and genetically diverse brown trout, spawning and rearing areas may be restricted source habitats. Spatio-temporal genetic variability patterns were studied in brown trout occupying three lakes characterized by restricted stream habitat but high recruitment levels. This suggested non-typical lake-spawning, potentially representing additional spatio-temporal genetic variation in continuous habitats. Three years of sampling documented presence of young-of-the-year cohorts in littoral lake areas with groundwater inflow, confirming lake-spawning trout in all three lakes. Nine microsatellite markers assayed across 901 young-of-the-year individuals indicated overall substantial genetic differentiation in space and time. Nested gene diversity analyses revealed highly significant (< or =P = 0.002) differentiation on all hierarchical levels, represented by regional lakes (F(LT) = 0.281), stream vs. lake habitat within regional lakes (F(HL) = 0.045), sample site within habitats (F(SH) = 0.010), and cohorts within sample sites (F(CS) = 0.016). Genetic structuring was, however, different among lakes. It was more pronounced in a natural lake, which exhibited temporally stable structuring both between two lake-spawning populations and between lake- and stream spawners. Hence, it is demonstrated that lake-spawning brown trout form genetically distinct populations and may significantly contribute to genetic diversity. In another lake, differentiation was substantial between stream- and lake-spawning populations but not within habitat. In the third lake, there was less apparent spatial or temporal genetic structuring. Calculation of effective population sizes suggested small spawning populations in general, both within streams and lakes, and indicates that the presence of lake-spawning populations tended to reduce genetic drift in the total (meta-) population of the lake.
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Affiliation(s)
- Jan Heggenes
- Natural History Museum, University of Oslo, Norway.
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Ostrowski MF, David J, Santoni S, McKhann H, Reboud X, Le Corre V, Camilleri C, Brunel D, Bouchez D, Faure B, Bataillon T. Evidence for a large-scale population structure among accessions of Arabidopsis thaliana: possible causes and consequences for the distribution of linkage disequilibrium. Mol Ecol 2006; 15:1507-17. [PMID: 16629807 DOI: 10.1111/j.1365-294x.2006.02865.x] [Citation(s) in RCA: 116] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
The existence of a large-scale population structure was investigated in Arabidopsis thaliana by studying patterns of polymorphism in a set of 71 European accessions. We used sequence polymorphism surveyed in 10 fragments of approximately 600 nucleotides and a set of nine microsatellite markers. Population structure was investigated using a model-based inference framework. Among the accessions studied, the presence of four groups was inferred using genetic data, without using prior information on the geographical origin of the accessions. Significant genetic isolation by geographical distance was detected at the group level, together with a geographical gradient in allelic richness across groups. These results are discussed with respect to the previously proposed scenario of postglacial colonization of Europe from putative glacial refugia. Finally, the contribution of the inferred structure to linkage disequilibrium among 171 pairs of essentially unlinked markers was also investigated. Linkage disequilibrium analysis revealed that significant associations detected in the whole sample were mainly due to genetic differentiation among the inferred groups. We discuss the implication of this finding for future association studies in A. thaliana.
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Affiliation(s)
- Marie-France Ostrowski
- UMR 1097 Diversité et Génomes des Plantes Cultivées, INRA, Domaine de Melgueil, Mauguio, France.
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Roux F, Giancola S, Durand S, Reboud X. Building of an experimental cline with Arabidopsis thaliana to estimate herbicide fitness cost. Genetics 2006; 173:1023-31. [PMID: 16582450 PMCID: PMC1526519 DOI: 10.1534/genetics.104.036541] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Various management strategies aim at maintaining pesticide resistance frequency under a threshold value by taking advantage of the benefit of the fitness penalty (the cost) expressed by the resistance allele outside the treated area or during the pesticide selection "off years." One method to estimate a fitness cost is to analyze the resistance allele frequency along transects across treated and untreated areas. On the basis of the shape of the cline, this method gives the relative contributions of both gene flow and the fitness difference between genotypes in the treated and untreated areas. Taking advantage of the properties of such migration-selection balance, an artificial cline was built up to optimize the conditions where the fitness cost of two herbicide-resistant mutants (acetolactate synthase and auxin-induced target genes) in the model species Arabidopsis thaliana could be more accurately measured. The analysis of the microevolutionary dynamics in these experimental populations indicated mean fitness costs of approximately 15 and 92% for the csr1-1 and axr2-1 resistances, respectively. In addition, negative frequency dependence for the fitness cost was also detected for the axr2-1 resistance. The advantages and disadvantages of the cline approach are discussed in regard to other methods of cost estimation. This comparison highlights the powerful ability of an experimental cline to measure low fitness costs and detect sensibility to frequency-dependent variations.
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Affiliation(s)
- Fabrice Roux
- UMR Biologie et Gestion des Adventices, Institut National de la Recherche Agronomique, Dijon Cedex, France
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Roux F, Camilleri C, Bérard A, Reboud X. MULTIGENERATIONAL VERSUS SINGLE GENERATION STUDIES TO ESTIMATE HERBICIDE RESISTANCE FITNESS COST IN ARABIDOPSIS THALIANA. Evolution 2005. [DOI: 10.1111/j.0014-3820.2005.tb00934.x] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
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10
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Roux F, Camilleri C, Bérard A, Reboud X. MULTIGENERATIONAL VERSUS SINGLE GENERATION STUDIES TO ESTIMATE HERBICIDE RESISTANCE FITNESS COST IN ARABIDOPSIS THALIANA. Evolution 2005. [DOI: 10.1554/05-235.1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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Porcher E, Giraud T, Goldringer I, Lavigne C. Experimental demonstration of a causal relationship between heterogeneity of selection and genetic differentiation in quantitative traits. Evolution 2004; 58:1434-45. [PMID: 15341147 DOI: 10.1111/j.0014-3820.2004.tb01725.x] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
Comparisons of estimates of genetic differentiation at molecular markers (F(ST)) and at quantitative traits (Q(ST)) are a means of inferring the level and heterogeneity of selection in natural populations. However, such comparisons are questionable because they require that the influence of drift and selection on Q(ST) be detectable over possible background influences of environmental or nonadditive genetic effects on Q(ST)-values. Here we test this using an experimental evolution approach in metapopulations of Arabidopsis thaliana experiencing different levels of drift and selection heterogeneity. We estimated the intensity and heterogeneity of selection on morphological and phenological traits via selection differentials. We demonstrate that Q(ST)-values increased with increasing selection heterogeneity when genetic drift was limited. The effect of selection on Q(ST) was thus detectable despite significant genotype-by-environment interactions that most probably biased the estimates of genetic differentiation. Although they cannot be used as a direct validation of the conclusions of prior studies, our results strongly support both the relevance of Q(ST) as an estimator of genetic differentiation and the role of local selection in shaping the genetic differentiation of natural populations.
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Affiliation(s)
- Emmanuelle Porcher
- Laboratoire Ecologie, Systématique et Evolution, UMR Centre National de la Recherche Scientifique 8079, Université Paris-Sud, Bâtiment 360, F-91405 Orsay Cedex, France.
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McKhann HI, Camilleri C, Bérard A, Bataillon T, David JL, Reboud X, Le Corre V, Caloustian C, Gut IG, Brunel D. Nested core collections maximizing genetic diversity in Arabidopsis thaliana. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2004; 38:193-202. [PMID: 15053772 DOI: 10.1111/j.1365-313x.2004.02034.x] [Citation(s) in RCA: 85] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/20/2023]
Abstract
The successful exploitation of natural genetic diversity requires a basic knowledge of the extent of the variation present in a species. To study natural variation in Arabidopsis thaliana, we defined nested core collections maximizing the diversity present among a worldwide set of 265 accessions. The core collections were generated based on DNA sequence data from a limited number of fragments evenly distributed in the genome and were shown to successfully capture the molecular diversity in other loci as well as the morphological diversity. The core collections are available to the scientific community and thus provide an important resource for the study of genetic variation and its functional consequences in Arabidopsis. Moreover, this strategy can be used in other species to provide a rational framework for undertaking diversity surveys, including single nucleotide polymorphism (SNP) discovery and phenotyping, allowing the utilization of genetic variation for the study of complex traits.
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Affiliation(s)
- Heather I McKhann
- Centre National de Génotypage, 2 rue Gaston Crémieux, 91057 Evry Cedex, France.
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Porcher E, Giraud T, Goldringer I, Lavigne C. EXPERIMENTAL DEMONSTRATION OF A CAUSAL RELATIONSHIP BETWEEN HETEROGENEITY OF SELECTION AND GENETIC DIFFERENTIATION IN QUANTITATIVE TRAITS. Evolution 2004. [DOI: 10.1554/03-728] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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