[Show abstract][Hide abstract] ABSTRACT: Landrace rice in Thailand consists of managed populations grown under traditional and long-standing agricultural practices. These populations evolve both in response to environmental conditions within the local agro-ecosystem and in response to human activities. Single landraces are grown across varying environments and recently have experienced temporal changes in local environments due to climate change. Here we assess the interplay between natural selection in a changing climate and human-mediated selection on the population genetic structure of Muey Nawng, a local landrace of Thai rice. Genetic diversity and population structure of landrace rice were assessed by a STRUCTURE analysis of 20 microsatellite loci. The first exon–intron junction of the waxy gene was sequenced to determine genotypes for glutinous or non-glutinous grain starch. Muey Nawng rice is genetically variable and is structured based on starch grain types and the level of resistance to gall midge pest. A strong positive correlation was found between genetic diversity and the percentage of gall midge infestation. Variation in the waxy locus is correlated with starch quality; selection for non-glutinous rice appears to involve additional genes. The dynamics of genetic diversity within Muey Nawng rice depends on three factors: (a) a genetic bottleneck caused by strong selection associated with gall midge infestation, (b) selection by local farmers for starch quality and (c) variation introduced by farmer practices for cultivation and seed exchange. These results, when taken in total, document the ability of landrace rice to quickly evolve in response to both natural and human-mediated selection.
Annals of Applied Biology 06/2014; · 2.15 Impact Factor
[Show abstract][Hide abstract] ABSTRACT: The gene pool of cultivated Asian rice consists of wild rice (Oryza rufipogon Griff.), cultivated rice (O. sativa L.) and a weedy form (O. sativa f. spontanea). All three components are widespread in Thailand, frequently co-occurring within fields and providing the opportunity for gene flow and introgres-sion. The purpose to this study is to understand the on-going evolutionary processes that affect the gene pool of rice by analysis of microsatellite variation. Results indicate that O. rufipogon, the wild ancestor of rice, has high levels of genetic variation both within and among populations. Moreover, the variation is structured pre-dominantly by annual and perennial life history. High levels of variation are detected among cultivars indicating Thai cultivated rice has a broad genetic base with only a 20 % reduction in diversity from its wild ancestor. The weedy rice populations reveal varying levels of genetic variation, from nearly as high as wild rice to near zero. Weedy rice is genetically structured into 2 groups. Some populations of invasive weedy rice are the result of hybridization and gene flow between local wild rice and local cultivated rice in the regions of co-occurrence. Other populations of weedy rice are genetically nearly identical to the local cultivated rice. The diversity analysis indicates that the rice gene pool in Thailand is a dynamic genetic system. Gene flow is ongoing among its three main components, first between cultivated and wild rice resulting in weedy rice. Weedy rice in turn crosses with both cultivated varieties and wild rice.
[Show abstract][Hide abstract] ABSTRACT: • Premise of the study: The combination of traditional population genetic studies and species distribution modeling (SDM) provides many new insights in detecting phylogeographic signals. In Asian wild rice (Oryza rufipogon), the progenitor of cultivated Asian rice, geographical subdivision has been documented in many genetic studies although the root cause of this subdivision remains unknown. Surprisingly, environmental factors associated with the spatial and temporal distribution of O. rufipogon have rarely been examined. The aim of this study is to understand the historical distribution of O. rufipogon and its relationship to the current geographical pattern of genetic variation.• Methods: We used SDM to examine the present, past, and future distribution of O. rufipogon. The estimated distribution during the Last Glacial Maximum was then compared with genetic data from our previous work.• Key results: The predicted paleodistribution of O. rufipogon at the Last Glacial Maximum was separated into disconnected east and west ranges. This past distribution is consistent with the current geographic pattern of genetic variation, with two genetic groups that intergrade. Annual precipitation is the single factor that contributes most to SDM estimates. SDM predictions for 2080 indicate a general trend of increasing probability of presence and range expansion.• Conclusions: (1) The historically disjunct distribution potentially contributes to the current genetic subdivision of O. rufipogon. (2) Water availability is an important factor that limits the distribution of O. rufipogon. (3) Global warming is a lesser threat other human-mediated factors to the conservation of this endangered species.
American Journal of Botany 11/2012; · 2.59 Impact Factor
[Show abstract][Hide abstract] ABSTRACT: Asian wild rice (Oryza rufipogon) that ranges widely across the eastern and southern part of Asia is recognized as the direct ancestor of cultivated Asian rice (O. sativa). Studies of the geographic structure of O. rufipogon, based on chloroplast and low-copy nuclear markers, reveal a possible phylogeographic signal of subdivision in O. rufipogon. However, this signal of geographic differentiation is not consistently observed among different markers and studies, with often conflicting results. To more precisely characterize the phylogeography of O. rufipogon populations, a genome-wide survey of unlinked markers, intensively sampled from across the entire range of O. rufipogon is critical. In this study, we surveyed sequence variation at 42 genome-wide sequence tagged sites (STS) in 108 O. rufipogon accessions from throughout the native range of the species. Using Bayesian clustering, principal component analysis and amova, we conclude that there are two genetically distinct O. rufipogon groups, Ruf-I and Ruf-II. The two groups exhibit a clinal variation pattern generally from north-east to south-west. Different from many earlier studies, Ruf-I, which is found mainly in China and the Indochinese Peninsula, shows genetic similarity with one major cultivated rice variety, O. satvia indica, whereas Ruf-II, mainly from South Asia and the Indochinese Peninsula, is not found to be closely related to cultivated rice varieties. The other major cultivated rice variety, O. sativa japonica, is not found to be similar to either O. rufipogon groups. Our results support the hypothesis of a single origin of the domesticated O. sativa in China. The possible role of palaeoclimate, introgression and migration-drift balance in creating this clinal variation pattern is also discussed.
[Show abstract][Hide abstract] ABSTRACT: • Premise of the study: We developed and characterized microsatellite markers for Byrsonima crassifolia (Malpighiaceae), a widely distributed neotropical fruit tree. • Methods and Results: Eight polymorphic and two monomorphic microsatellite loci were identified and screened in 60 samples from four geographically disparate populations (Bolivia, Brazil, Mexico, and Panama). Each locus exhibited between two and 11 alleles. Expected heterozygosity ranged from 0 to 0.839. All loci amplify in the congeners B. variabilis and B. basiloba, four amplify in B. bucidaefolia, and seven amplify in B. variabilis, although levels of polymorphism have not been assessed. • Conclusions: These loci will provide novel tools for comparing genetic diversity present in cultivated and noncultivated populations of B. crassifolia throughout its range, and may prove valuable in related species.
American Journal of Botany 03/2012; 99(3):e111-3. · 2.59 Impact Factor
[Show abstract][Hide abstract] ABSTRACT: Asian rice, Oryza sativa, consists of two major subspecies, indica and japonica, which are physiologically differentiated and adapted to different latitudes. Genes for photoperiod sensitivity are likely targets of selection along latitude. We examined the footprints of natural and artificial selections for four major genes of the photoperiod pathway, namely PHYTOCHROME B (PhyB), HEADING DATE 1 (Hd1), HEADING DATE 3a (Hd3a), and EARLY HEADING DATE 1 (Ehd1), by investigation of the patterns of nucleotide polymorphisms in cultivated and wild rice. Geographical subdivision between tropical and subtropical O. rufipogon was found for all of the photoperiod genes in plants divided by the Tropic of Cancer (TOC). All of these genes, except for PhyB, were characterized by the existence of clades that split a long time ago and that corresponded to latitudinal subdivisions, and revealed a likely diversifying selection. Ssp. indica showed close affinity to tropical O. rufipogon for all genes, while ssp. japonica, which has a much wider range of distribution, displayed complex patterns of differentiation from O. rufipogon, which reflected various agricultural needs in relation to crop yield. In japonica, all genes, except Hd3a, were genetically differentiated at the TOC, while geographical subdivision occurred at 31°N in Hd3a, probably the result of varying photoperiods. Many other features of the photoperiod genes revealed domestication signatures, which included high linkage disequilibrium (LD) within genes, the occurrence of frequent and recurrent non-functional Hd1 mutants in cultivated rice, crossovers between subtropical and tropical alleles of Hd1, and significant LD between Hd1 and Hd3a in japonica and indica.
The Plant Journal 01/2012; 70(5):769-82. · 6.58 Impact Factor
[Show abstract][Hide abstract] ABSTRACT: The widespread use of genetically modified crops has precipitated acrimonious debate on the health effects, environmental safety, and ethics of genetically modified agricultural species. The debate is contentious, often with unsubstantiated claims of both potentially harmful and beneficial effects. Here we examine the possible effects of GM agriculture on issues of the environment and biodiversity. Possible negative aspects of GM agriculture include unanticipated effects on non-target organisms, gene flow between GM crop or animal and closely related wild species, and hybridization resulting in new weedy taxa. Positive effects include reduction in agrochemical use, reduction in harvest pressure on native species, and new methods for bioremediation, among others. The demand for GM crops in developing countries is expected to be high, due to their potential for greatly enhancing yields. But, the widespread application of GM agriculture to the tropics presents new challenges. In the tropics, systems of agriculture are both variable and different than in developed countries. Tropical regions contain high levels of native biodiversity, and many wild relatives of agricultural species are often growing within the vicinity of their derived domesticated plants and animals. Assessment of the environmental consequences of GM agriculture is essential. In some cases environmental benefits may accrue, in other cases GM agriculture may negatively effect both the environment and biodiversity. Only by carefully applying science-based knowledge can the effects of GM agriculture, both positive and negative, be accurately determined.
[Show abstract][Hide abstract] ABSTRACT: Levels of nucleotide variability are frequently positively correlated with recombination rate and negatively associated with gene density due to the effects of selection on linked variation. These relationships are determined by properties that frequently differ among species, including the mating system, and aspects of genome organization such as how genes are distributed along chromosomes. In rice, genes are found at highest density in regions with frequent crossing-over. This association between gene density and recombination rate provides an opportunity to evaluate the effects of selection in a genomic context that differs from other model organisms. Using single-nucleotide polymorphism data from Asian domesticated rice Oryza sativa ssp. japonica and ssp. indica and their progenitor species O. rufipogon, we observe a significant negative association between levels of polymorphism and both gene and coding site density, but either no association, or a negative correlation, between nucleotide variability and recombination rate. We establish that these patterns are unlikely to be explained by neutral mutation rate biases and demonstrate that a model of background selection with variable rates of deleterious mutation is sufficient to account for the gene density effect in O. rufipogon. In O. sativa ssp. japonica, we report a strong negative correlation between polymorphism and recombination rate and greater losses of variation during domestication in the euchromatic chromosome arms than heterochromatin. This is consistent with Hill-Robertson interference in low-recombination regions, which may limit the efficacy of selection for domestication traits. Our results suggest that the physical distribution of selected mutations is a primary factor that determines the genomic pattern of polymorphism in wild and domesticated rice species.
Molecular Biology and Evolution 09/2011; 29(2):675-87. · 10.35 Impact Factor
[Show abstract][Hide abstract] ABSTRACT: Asian rice, Oryza sativa, is one of world's oldest and most important crop species. Rice is believed to have been domesticated ∼9,000 y ago, although debate on its origin remains contentious. A single-origin model suggests that two main subspecies of Asian rice, indica and japonica, were domesticated from the wild rice O. rufipogon. In contrast, the multiple independent domestication model proposes that these two major rice types were domesticated separately and in different parts of the species range of wild rice. This latter view has gained much support from the observation of strong genetic differentiation between indica and japonica as well as several phylogenetic studies of rice domestication. We reexamine the evolutionary history of domesticated rice by resequencing 630 gene fragments on chromosomes 8, 10, and 12 from a diverse set of wild and domesticated rice accessions. Using patterns of SNPs, we identify 20 putative selective sweeps on these chromosomes in cultivated rice. Demographic modeling based on these SNP data and a diffusion-based approach provide the strongest support for a single domestication origin of rice. Bayesian phylogenetic analyses implementing the multispecies coalescent and using previously published phylogenetic sequence datasets also point to a single origin of Asian domesticated rice. Finally, we date the origin of domestication at ∼8,200-13,500 y ago, depending on the molecular clock estimate that is used, which is consistent with known archaeological data that suggests rice was first cultivated at around this time in the Yangtze Valley of China.
Proceedings of the National Academy of Sciences 05/2011; 108(20):8351-6. · 9.81 Impact Factor
[Show abstract][Hide abstract] ABSTRACT: Anthropogenic climate change may threaten many species with extinction. However, species at risk today survived global climate change in recent geological history. Describing how habitat tracking and adaptation allowed species to survive warming since the end of the Pleistocene can indicate the relative importance of dispersal and natural selection during climate change. By taking this historical perspective, we can identify how contemporary climate change could interfere with these mechanisms and threaten the most vulnerable species. We focused on a group of closely related plant species in the genus Dodecatheon (Primulaceae) in eastern North America. Two rare species (Dodecatheon amethystinum and Dodecatheon frenchii) that are endemic to patchy cool cliffs may be glacial relicts whose ranges constricted following the last glacial maximum. Alternatively, these species may be extreme ecotypes of a single widespread species (Dodecatheon meadia) that quickly adapted to microclimatic differences among habitats. We test support for these alternative scenarios by combining ecophysiological and population genetic data at a regional scale. An important ecophysiological trait distinguishes rare species from D. meadia, but only a few northern populations of D. amethystinum are genetically distinctive. These relict populations indicate that habitat tracking did occur with historical climate change. However, relatively stronger evidence for isolation by distance and admixture suggests that local adaptation and genetic introgression have been at least as important. The complex response of Dodecatheon to historical climate change suggests that contemporary conservation efforts should accommodate evolutionary processes, in some cases by restoring genetic connectivity between ecologically differentiated populations.
Proceedings of the National Academy of Sciences 03/2011; 108(14):5655-60. · 9.81 Impact Factor
[Show abstract][Hide abstract] ABSTRACT: The evolution of metabolic pathways is a fundamental but poorly understood aspect of evolutionary change. One approach for understanding the complexity of pathway evolution is to examine the molecular evolution of genes that together comprise an integrated metabolic pathway. The rice endosperm starch biosynthetic pathway is one of the most thoroughly characterized metabolic pathways in plants, and starch is a trait that has evolved in response to strong selection during rice domestication. In this study, we have examined six key genes (AGPL2, AGPS2b, SSIIa, SBEIIb, GBSSI, ISA1) in the rice endosperm starch biosynthesis pathway to investigate the evolution of these genes before and after rice domestication. Genome-wide sequence tagged sites data were used as a neutral reference to overcome the problems of detecting selection in species with complex demographic histories such as rice. Five variety groups of Oryza sativa (aus, indica, tropical japonica, temperate japonica, aromatic) and its wild ancestor (O. rufipogon) were sampled. Our results showed evidence of purifying selection at AGPL2 in O. rufipogon and strong evidence of positive selection at GBSSI in temperate japonica and tropical japonica varieties and at GBSSI and SBEIIb in aromatic varieties. All the other genes showed a pattern consistent with neutral evolution in both cultivated rice and its wild ancestor. These results indicate the important role of positive selection in the evolution of starch genes during rice domestication. We discuss the role of SBEIIb and GBSSI in the evolution of starch quality during rice domestication and the power and limitation of detecting selection using genome-wide data as a neutral reference.
Molecular Biology and Evolution 01/2011; 28(1):659-71. · 10.35 Impact Factor
[Show abstract][Hide abstract] ABSTRACT: Starch quality is one of the most important agronomic traits in Asian rice, Oryza sativa. Starch synthase lla (Sslla) is a major candidate gene for starch quality variation. Within Sslla, three nonsynonymous mutations in exon 8 have been shown to affect enzyme activity when expressed in Escherichia coli. To search for the variation in Sslla that is responsible for starch quality variation in rice, we sequenced the Sslla exon 8 region and measured starch quality as starch disintegration in alkali for 289 accessions of cultivated rice and 57 accessions of its wild ancestor, Oryza rufipogon. A general linear model and nested clade analysis were used to identify the associations between the three nonsynonymous single nucleotide polymorphisms (SNPs) and starch quality. Among the three nonsynonymous SNPs, we found strong evidence of association at one nucleotide site ('SNP 3'), corresponding to a Leu/Phe replacement at codon 781. A second SNP, corresponding to a Val/Met replacement at codon 737, could potentially show an association with increased sample sizes. Variation in Sslla enzyme activity is associated with the cohesiveness of rice grains when cooked, and our findings are consistent with selection for more cohesive grains during the domestication of tropical japonica rice.
New Phytologist 01/2011; 189(2):593-601. · 6.74 Impact Factor
[Show abstract][Hide abstract] ABSTRACT: Starch quality is one of the most important agronomic traits in Asian rice, Oryza sativa. Starch synthase IIa (SsIIa) is a major candidate gene for starch quality variation. Within SsIIa, three nonsynonymous mutations in exon 8 have been shown to affect enzyme activity when expressed in Escherichia coli. To search for the variation in SsIIa that is responsible for starch quality variation in rice, we sequenced the SsIIa exon 8 region and measured starch quality as starch disintegration in alkali for 289 accessions of cultivated rice and 57 accessions of its wild ancestor, Oryza rufipogon. A general linear model and nested clade analysis were used to identify the associations between the three nonsynonymous single nucleotide polymorphisms (SNPs) and starch quality. Among the three nonsynonymous SNPs, we found strong evidence of association at one nucleotide site ('SNP 3'), corresponding to a Leu/Phe replacement at codon 781. A second SNP, corresponding to a Val/Met replacement at codon 737, could potentially show an association with increased sample sizes. Variation in SsIIa enzyme activity is associated with the cohesiveness of rice grains when cooked, and our findings are consistent with selection for more cohesive grains during the domestication of tropical japonica rice.
New Phytologist 10/2010; 189(2):593-601. · 6.74 Impact Factor
[Show abstract][Hide abstract] ABSTRACT: Ludwigia, a genus with rampant interspecific hybridization, is an ideal model for examining the impact of gene introgression and polyploidization on species diversification. We examined the evolution of the Ludwigia sect. Isnardia, which is a polyploid complex (x = 8) of five species distributed in North America. The phylogeny of L. sect. Isnardia was reconstructed based on sequences of cpDNA atpB-rbcL intergenic spacer and nrITS (internal transcribed spacer). Most L. sect. Isnardia species are polyphyletic at both loci, indicating possible recurrent hybridization, based on maximum likelihood trees rooted at L. sect. Microcarpium. A minimum spanning network was also constructed to examine genealogical relationships among haplotypes. In the cpDNA network, haplotypes of tetraploid L. spathulata are nested at the most interior nodes, suggesting a parental genome origin of an extinct diploid or an unsampled extant diploid with a DD cytotype. Allopolyploid L. arcuata contributed its cpDNA to hexaploid L. repens and L. brevipes. ITS haplotypes of diploid L. palustris were clustered with L. spathulata, suggesting L. palustris as the paternal genome donor. Ludwigia brevipes may have arisen via bi-directional hybridization between L. palustris and L. arcuata followed by polyploidy. Genetic and phylogenetic analyses using molecular markers with different inheritance modes provided sufficient insights into the reticulate evolution of the species of L. sect. Isnardia. Interspecific hybridization and polyploidy play a key role in the species evolution in L. sect. Isnardia.
[Show abstract][Hide abstract] ABSTRACT: Local adaptation may be important for the preservation of genetic diversity and the promotion of speciation. However, local adaptation may also constrain establishment in different environments. The consequences of local adaptation depend strongly on the pleiotropic effects of the genes involved in adaptation. Here, we investigated the pleiotropic effects of the genetic response to selection in outbred lines of Arabidopsis artificially selected to flower earlier under both winter- and spring-annual simulated conditions. The consequences of adaptation were evaluated by reciprocally transplanting selected and control lines between the two conditions. Selected lines always flower earlier than their controls, independent of growing conditions. However, selected lines, growing in the same condition in which they were selected, flower earlier than plants selected in the alternative environment. Plants selected to flower earlier in spring produce more fruits than controls when growing in the spring, and less fruits when growing in the winter; indicating that local adaptation has negative pleiotropic effects in another environment. Our results indicate that local adaptation can arise even when selection targets the same trait in the same direction. Furthermore, it suggests that adaptation under the two different environments can generate fitness trade-offs that can maintain genetic variation for flowering time.
New Phytologist 09/2009; 183(3):816-25. · 6.74 Impact Factor
[Show abstract][Hide abstract] ABSTRACT: Rice is among the 3 most important crops worldwide. While much of the world's rice harvest is based on modern high-yield varieties, traditional varieties of rice grown by indigenous groups have great importance as a resource for future crop improvement. These local landraces represent an intermediate stage of domestication between a wild ancestor and modern varieties and they serve as reservoirs of genetic variation. Such genetic variation is influenced both by natural processes such as selection and drift, and by the agriculture practices of local farmers. How these processes interact to shape and change the population genetics of landrace rice is unknown. Here, we determine the population genetic structure of a single variety of landrace rice, Bue Chomee, cultivated by Karen people of Thailand. Microsatellite markers reveal high level of genetic variation despite predominant inbreeding in the crop. Bue Chomee rice shows slight but significant genetic differentiation among Karen villages. Moreover, genetically determined traits such as flowering time can vary significantly among villages. An unanticipated result was the overall pattern of genetic differentiation across villages which conforms to an isolation by distance model of differentiation. Isolation by distance is observed in natural plant species where the likelihood of gene flow is inversely related to distance. In Karen rice, gene flow is the result of farmers' seed sharing networks. Taken together, these data suggest that landrace rice is a dynamic genetic system that responds to evolutionary forces, both natural and those imposed by humans.
Proceedings of the National Academy of Sciences 08/2009; 106(33):13880-5. · 9.81 Impact Factor
[Show abstract][Hide abstract] ABSTRACT: This study addresses the apportionment of genetic diversity between Cycas revoluta and C. taitungensis, species that constitute the section Asiorientales and represent a unique, basal lineage of the Laurasian genus Cycas. Fossil evidence indicates divergence of the section from the rest of Cycas at least 30 million years ago. Geographically, C. taitungensis is limited to Taiwan whereas C. revoluta is found in the Ryukyu Archipelago and on mainland China.
The phylogenies of ribosomal ITS region of mtDNA and the intergenic spacer between atpB and rbcL genes of cpDNA were reconstructed. Phylogenetic analyses revealed paraphyly of both loci in the two species and also in the section Asiorientales. The lack of reciprocal monophyly between these long isolated sections is likely due to persistent shared ancestral polymorphisms. Molecular dating estimated that mt- and cp DNA lineages coalesced to the most recent common ancestors (TMRCA) about 327 (mt) and 204 MYA (cp), corresponding with the divergence of cycad sections in the Mesozoic.
Fates of newly derived mutations of cycads follow Klopfstein et al.'s surfing model where the majority of new mutations do not spread geographically and remain at low frequencies or are eventually lost by genetic drift. Only successful 'surfing mutations' reach very high frequencies and occupy a large portion of a species range. These mutations exist as dominant cytotypes across populations and species. Geographical subdivision is lacking in both species, even though recurrent gene flow by both pollen and seed is severely limited. In total, the contrasting levels between historical and ongoing gene flow, large population sizes, a long lifespan, and slow mutation rates in both organelle DNAs have all likely contributed to the unusually long duration of paraphyly in cycads.
[Show abstract][Hide abstract] ABSTRACT: The genus Leavenworthia (Brassicaceae) has long been a focus of research on mating system evolution, due to the presence of both self-incompatible and self-compatible species within the genus. A phylogenetic hypothesis invoking multiple transitions between mating systems has been proposed for Leavenworthia, but this hypothesis has not been subject to molecular phylogenetic analysis. DNA sequence variation from four non-coding chloroplast regions (the trnL intron; and the trnT-trnL, trnL-trnF, and psbA-trnH intergenic spacers) was used to reconstruct the generic phylogeny, to test the validity of several proposed species, and to assess the number of mating system transitions within the genus. The strict consensus tree largely reflected the long-standing phylogenetic hypothesis for Leavenworthia, although additional data are needed to fully validate the recognition of L. crassa and L. alabamica. Unexpected results included the placement of L. uniflora as sister to the rest of the genus, and the apparent hybridization between L. exigua and L. torulosa. Finally, our data strongly supported a minimum of three mating system transitions within Leavenworthia.
[Show abstract][Hide abstract] ABSTRACT: Despite Arabidopsis thaliana's pre-eminence as a model organism, major questions remain regarding the geographic structure of its genetic variation due to the geographically incomplete sample set available for previous studies. Many of these questions are addressed here with an analysis of genome-wide variation at 10 loci in 475 individuals from 167 globally distributed populations, including many from critical but previously un-sampled regions. Rooted haplotype networks at three loci suggest that A. thaliana arose in the Caucasus region. Identification of large-scale metapopulations indicates clear east-west genetic structure, both within proposed Pleistocene refugia and post-Pleistocene colonized regions. The refugia themselves are genetically differentiated from one another and display elevated levels of within-population genetic diversity relative to recolonized areas. The timing of an inferred demographic expansion coincides with the Eemian interglacial (approximately 120,000 years ago). Taken together, these patterns are strongly suggestive of Pleistocene range dynamics. Spatial autocorrelation analyses indicate that isolation by distance is pervasive at all hierarchical levels, but that it is reduced in portions of Europe.