Interspecific hybridization plays an important role in facilitating adaptive evolutionary change. More specifically, recent studies have demonstrated that hybridization may dramatically influence the establishment, spread, and impact of invasive populations. In Japan, previous genetic evidence for the presence of two non-native congeners, the European green crab Carcinus maenas and the Mediterranean green crab C. aestuarii, has raised questions regarding the possibility of hybridization between these sister species. Here I present analysis based on both nuclear microsatellites and the mitochondrial cytochrome C oxidase subunit I (COI) gene which unambiguously argues for a hybrid origin of Japanese Carcinus. Despite the presence of mitochondrial lineages derived from both C. maenas and C. aestuarii, the Japanese population is panmictic at nuclear loci and has achieved cytonuclear equilibrium throughout the sampled range in Japan. Furthermore, analysis of admixture at nuclear loci indicates dramatic introgression of the C. maenas mitochondrial genome into a predominantly C. aestuarii nuclear background. These patterns, along with inferences drawn from the observational record, argue for a hybridization event pre-dating the arrival of Carcinus in Japan. The clarification of both invasion history and evolutionary history afforded by genetic analysis provides information that may be critically important to future studies aimed at assessing risks posed by invasive Carcinus populations to Japan and the surrounding region.
Citation: Darling JA (2011) Interspecific Hybridization and Mitochondrial Introgression in Invasive Carcinus Shore Crabs. PLoS ONE 6(3): e17828. https://doi.org/10.1371/journal.pone.0017828
Editor: Vincent Laudet, Ecole Normale Supérieure de Lyon, France
Received: September 13, 2010; Accepted: February 15, 2011; Published: March 14, 2011
This is an open-access article, free of all copyright, and may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. The work is made available under the Creative Commons CC0 public domain dedication.
Funding: This work was funded in part through an internal EPA Regional Applied Research Effort between Office of Research and Development and EPA Regions 9 and 10. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Competing interests: The author has declared that no competing interests exist.
The anthropogenic introduction of populations into novel ecological contexts allows exploration of a wide range of phenomena that may influence evolutionary diversification , , . Hybridization is one such mechanism that not only plays an important general role in shaping evolutionary trajectories, but also factors strongly in the establishment, spread and ecological impact of biological invasions , . The capacity of hybridization to facilitate adaptive evolution and speciation has now been widely recognized , . However, introgression of genomic elements across species boundaries also has the potential to disrupt genetic complexes generated through divergent adaptive evolution; the observation of interspecific hybridization between introduced and native species has thus led to concerns regarding the genetic integrity and evolutionary viability of native taxa, particularly those threatened by other stressors , , , . More generally, both inter- and intraspecific hybridization may result in the formation of novel genetic types with potential for increased invasiveness relative to parental populations , , , . Numerous empirical examples now exist of interspecific hybridization leading to the emergence of populations with novel invasive characteristics , , , and there is growing evidence that intraspecific admixture can result in increased genetic and phenotypic variance among introduced populations, with corresponding increases in the potential for rapid adaptation in recipient environments , , .
The rising frequency with which anthropogenic dispersal brings together previously allopatric lineages provides numerous opportunities to examine genetic exchange associated with recent hybridization events. To date the bulk of such research has focused on interspecific hybridization between native and invasive species. The vast majority of this literature has addressed plant taxa , with studies of interspecific hybridization involving invasive animal populations being principally limited to fish . At the same time, efforts aimed at understanding the genetics of hybridizing invasive species have rarely considered hybridization events between multiple invasive taxa . Although a number of important recent studies have explored intraspecific admixture following multiple independent introductions of animal taxa , , there are few cases that describe interspecific hybridization between multiple introduced species , . Such studies may be important not only for their contribution to understanding hybridization dynamics, but also for clarifying the taxonomic identity of invasive populations. Cryptic hybridization can obscure both invasion history and, potentially, ecological distinctions that may prove relevant to the assessment of risks associated with biological invasions . A number of recent studies have emphasized the value of genetic analysis in uncovering cryptic evolutionary diversification potentially relevant to invasion risk , , , and unrecognized hybrid lineages may represent an important component of this cryptic genetic diversity.
Shore crabs of the genus Carcinus provide a promising opportunity to examine interspecific genetic exchange between invasive animal species. While the European green crab Carcinus maenas Linnaeus has achieved a cosmopolitan distribution through anthropogenic dispersal, with established populations on all non-polar continents, its sole congener Carcinus aestuarii Nardo has been introduced to a more limited geographic range , , , . In their native ranges the two species occupy largely non-overlapping distributions, with C. maenas found along the Atlantic coast of Europe and Africa from northern Scandinavia to Mauritania and C. aestuarii limited to the Mediterranean, although there has been some speculation as to the possible existence of a transition zone in southwestern Iberia , . Genetic analyses based on mitochondrial loci indicate that the two species are well defined , a finding consistent with observations of diagnostic morphological criteria that reliably distinguish the species .
In Japan, crabs described as C. aestuarii were first reported in Tokyo Bay in 1984 and had spread as far southwest as Dokai and Sagami Bays by the 1990s . The existence of C. maenas in Japan was suggested only later, when genetic analysis revealed the presence of mitochondrial haplotypes from both sister species . It is notable that C. maenas has still generally not been recognized as a distinct presence in Japanese populations. Morphological analysis of Japanese Carcinus has largely supported the view that these crabs belong to C. aestuarii  and more recent ecological studies in Tokyo Bay recognize the population there as C. aestuarii . The observation of several male crabs identified as C. aestuarii but possessing carapace width to length ratios characteristic of C. maenas provides the only morphological indication that some crabs may derive from mixed parentage . Nonetheless, genetic analyses generally support a hypothesis of mixed species origin for Japanese Carcinus. Based on mitochondrial DNA haplotypes, Geller et al.  suggested that both C. aestuarii and C. maenas had independently invaded Japan. In contrast, Bagley and Geller  later used limited nuclear microsatellite data to infer that the Japanese population arose as the consequence of a single introduction from a native source population possessing both C. maenas and C. aestuarii mitochondrial haplotypes. This argument was supported primarily by the observation of low microsatellite diversity in Japan and the inference that multiple introductions from both Atlantic Europe and the Mediterranean would likely have conferred a much more diverse founding population. Both studies noted the possibility of hybrid origins for Japanese populations, but the absence of direct comparisons of nuclear and mitochondrial datasets precluded direct tests of that hypothesis. More recently, Darling et al.  explicitly argued for hybrid origins of the Japanese invasion based on combined analysis of mitochondrial COI and nuclear microsatellite data. These studies have led to some circumspection regarding the identity of Japanese Carcinus in recent assessments of invasion risk in that region .
This study extends on previous work by comprehensively addressing the hypothesis of a hybrid origin for invasive Carcinus population in Japan. Both mitochondrial COI sequence data and multilocus genotypes based on nine nuclear microsatellite loci were generated for 159 crabs collected from Tokyo and Dokai Bays. Analysis of these data confirms hybrid origin for the Japanese Carcinus population, and suggests that hybridization has resulted in massive introgression of a C. maenas mitochondrial haplotype into a predominantly C. aestuarii nuclear background. In light of the observed patterns of genetic variation in Japan, it seems most likely that the Japanese invasion derives from a single introduction from a hybrid population in the native range. This conclusion, along with genetic characterization of this previously undescribed hybrid lineage, may have important ramifications for understanding the invasion risks posed by Japanese Carcinus populations.
Bayesian inference of phylogenetic relationships based on the mitochondrial COI gene clearly indicates the divergence between the two sister species C. maenas and C. aestuarii, consistent with previous studies (Figure 1). Monophyly of the genus Carcinus relative to three portunid outgroups is strongly supported, and 100% posterior probability is given to both species lineages, as well as to two independent lineages within C. aestuarii. The only two COI haplotypes observed in Japan, H1 and H65, are assigned unambiguously to C. maenas and C. aestuarii, respectively. Mean Kimura 2-parameter genetic distances between the two species was 10.6% (0.08% within C. maenas, 2.5% within C. aestuarii) and the distance between invasive haplotypes H1 and H65 was 10.1%. H1 previously has been recognized as the single most common C. maenas haplotype in both the native and invasive ranges of that species; H65, in contrast, has been reported only from Japan (Darling et al. 2008). However, H65 does belong to a strongly supported clade (100% posterior probability) comprising haplotypes derived entirely from the eastern Mediterranean (Naples, Italy) and not observed in a more western population (Banyuls-sur-Mer, France).
Population genetic structure within Japan
Mitochondrial haplotypes were distributed unevenly among Japanese populations (Table 1), with H1 appearing significantly more frequently in Dokai Bay than in Tokyo Bay (P<0.0001, Fisher's exact test). In contrast, AMOVA based on nuclear microsatellite loci revealed no overall genetic differentiation between populations in the two Bays (Table 2, differentiation by site), although pairwise analysis did indicate marginally significant differentiation between Dokai Bay and one Tokyo Bay site (Table 3). More strikingly, AMOVA revealed no genetic differentiation at microsatellite loci between Japanese individuals possessing H1 and those possessing H65 (Table 2, differentiation by haplotype). This result was supported by FCA, which revealed a single cluster of Japanese genotypes regardless of associated mitochondrial haplotype (Figure 2A). This cluster was distinct from clusters defined by native C. maenas and native C. aestuarii (Figure 2B). The failure of microsatellite loci to distinguish between Japanese individuals with C. maenas and C. aestuarii COI haplotypes is reflected in complete cytonuclear linkage equilibrium, both within individual sampling sites and within the Japanese population as a whole (Table 4). Neighbor joining analysis based on microsatellite chord distances reveal a cluster of Japanese crabs harboring both H1 and H65 mitochondrial haplotypes with 100% bootstrap support (Figure 3). This Japanese cluster diverged from a similarly well-supported cluster comprising native C. aestuarii; however, both Japanese crabs and native C. aestuarii were grouped together to the exclusion of all native C. maenas populations with 100% support. Measures of both gene diversity and allelic richness were lower in Dokai Bay than in Tokyo Bay, although these differences were not significant (Table 5). Allele frequency distributions indicate that of 37 alleles present across all loci in Tokyo Bay, 14 (nearly 38%) have been lost in Dokai Bay. In contrast, no alleles were observed in Dokai Bay that were not also observed in Tokyo Bay.
A) analysis of Japanese individuals alone; factor 1 (x axis) accounts for 6.49% of genetic variance, factor 2 (y axis) accounts for 6.18%. B) analysis of native and Japanese populations; factor 1 (x axis) accounts for 2.99% of genetic variance, factor 2 (y axis) accounts for 1.94%. Orange squares, Japanese individuals with COI haplotype H1; light blue squares, Japanese individuals with COI haplotype H65; red diamonds, native C. maenas; blue diamonds, native C. aestuarii.
Japanese crabs were divided into groups harboring C. maenas COI haplotype H1 or C. aestuarii haplotype H65; all other branches represent collection sites from a previously published global dataset . The dashed line indicates a strongly supported group comprising both C. aestuarii and Japanese crabs. Bootstrap values (1000 replicates) are shown only for those nodes with greater than 50% support.
Assessment of admixture
STRUCTURE analysis of nuclear microsatellite data without a priori classification of populations indicates that Japanese Carcinus are substantially diverged from their native congeners (Figure 4). When K = 3, the Japanese population forms a cluster clearly separate from the two native Carcinus clusters. Notably, Japanese individuals with the C. maenas COI haplotype (H1) are never distinguished in the analysis from those with the C. aestuarii haplotype (H65), even at values of K higher than 3. For example, at K = 4 population structure is observed within native C. maenas (individuals from Iceland and Faeroe Islands differentiated from mainland European individuals) while no structure is observed within Japan despite the presence of both C. meanas and C. aestuarii COI haplotypes (Figure 4). This result is supported by hierarchical STRUCTURE analysis of the Japanese cluster alone, which showed no sub-population structure (not shown). Assessment of likelihood values for multiple STRUCTURE runs indicates that the best supported hypothesis of true population structure occurs between K = 3 and K = 4.
Each individual is represented by a vertical bar in K colored segments, where K is the number of clusters and the length of the segment is proportional to the individual's membership in the corresponding cluster. The run (out of five replicates) with the highest posterior probability is shown for K = 3 and K = 4. Black vertical bars bisecting the plots delineate pre-defined populations as indicated below the diagrams. *, separate cluster comprising native C. maenas samples from Iceland and the Faeroe Islands.
When STRUCTURE analysis was conducted with native C. maenas and C. aestuarii assigned to pre-defined populations, Japanese individuals were found to be predominantly of C. aestuarii ancestry (Figure 5). For all Japanese Carcinus, the mean coefficient of coancestry in the cluster pre-defined by native C. aestuarii was 0.9911. Although several individuals possessed significantly higher coefficients of coancestry in the C. maenas cluster, in only one case did the 95% confidence interval surrounding that coefficient fail to overlap with zero (the individual in that case possessed the C. maenas COI haplotype H1). Again, coancestry was completely independent of mitochondrial haplotype; mean C. aestuarii coancestry for Japanese individuals with haplotype H1 was 0.9881, compared to 0.9924 for individuals with haplotype H65 (P = 0.5309, Fisher's exact test).
Proportional coancestry (q1, shown on y axis) in one of two pre-defined clusters, corresponding to native C. maenas; coancestry in a cluster corresponding to C. astuarii is equal to q2 = 1−q1. Symbols are as in Figure 2: red diamonds, native C. maenas; blue diamonds, native C. aestuarii; orange squares, Japanese individuals with COI haplotype H1; light blue squares, Japanese individuals with COI haplotype H65. 95% confidence intervals are given for coancestry estimates on all Japanese individuals.
A number of studies have previously suggested the possibility of hybridization between C. maenas and C. aestuarii. Despite estimates of divergence times between the two species on the order of 5 to 8 million years ago based on mitochondrial sequence data , morphometric analysis of crabs collected from Palmones, Spain at the eastern edge of the Strait of Gibraltar provides evidence of incomplete reproductive isolation . Early experimental studies also reported successful laboratory crosses between C. maenas and C. aestuarii . More recently, individual crabs with carapace width to length ratios typical of C. maenas have been observed among C. aestuarii populations off the coast of Tunisia in the western Mediterranean basin (Temim Deli, pers. comm.). These results lend credence to the hypothesis that natural hybrid zones may exist near the mouth of the Mediterranean Sea  or even further east along the North African coast, although inadequate sampling in that region currently leaves this hypothesis largely unaddressed. No Carcinus population in the native range has yet revealed genetic evidence of hybridization; even crabs collected from the Palmones estuary were found in a study separate from that noted above to be unambiguosly C. maenas by genetic criteria .
The introduced green crab population in Japan, however, has long been known to harbor mitochondrial DNA haplotypes from both C. maenas and C. aestuarii, and several studies have recognized the possibility of hybrid origin for this population , , . The analyses presented here unambiguously support a hybrid origin for the Japanese Carcinus population. Phylogenetic reconstructions indicate that invasive Japanese COI haplotypes H1 and H65 derive from C. maenas and C. aestuarii, respectively (Figure 1). Genetic distances between well supported clades (mean of 10.6% Kimura 2-parameter) are consistent with a lengthy period of evolutionary independence between the two sibling species , reflected in the substantial genetic distance between the two invasive haplotypes (10.1%). But despite the presence of mitochondrial genomes from two species there is no evidence of significant partitioning of nuclear genetic variation by haplotype (Table 2, Figures 2 and 3), and no significant cytonuclear disequilibrium was observed in any Japanese sample, even from the more recently introduced population at Dokai Bay (Table 4).
Although the Japanese Carcinus population is differentiated from all sampled native populations, nuclear microsatellite data suggest a strong affinity with native C. aestuarii (Figure 3). Analysis of genetic admixture at microsatellite loci also indicates that Japanese Carcinus likely derive from introgression of the C. maenas mitochondrial haplotype into a predominantly C. aestuarii nuclear genetic background (Figure 5). This is consistent with morphological observations, which have recognized almost exclusively C. aestuarii morphotypes throughout Japanese populations , .
Dramatic introgression of mtDNA in the absence of substantial nuclear introgression has been observed elsewhere in a variety of taxa, including insects , fish , and mammals , , . Such broad disparities in interspecific gene flow across different genomic elements have contributed to growing recognition of the semi-permeability of species boundaries and considerable speculation regarding the mechanisms driving differential introgression , . Natural selection provides one such mechanism. For instance, genealogical analysis suggests that extremely low differentiation of mtDNA haplotypes across three species of the Drosophila yakuba group has been driven by post-hybridization selective displacement of mitochondrial genomes . In the case of Carcinus, however, there is no known selective mechanism likely to drive introgression of C. maenas mtDNA into a C. aestuarii background in Japanese populations. Natural selection for particular mitochondrial types in intertidal animals has typically been associated with thermal physiology related to mitochondrial respiration . However, the thermal regime of Japanese waters surrounding Honshu, Shikoku, and Kyushu Islands, where Carcinus has been recorded, is far more similar to conditions observed in the Mediterranean than those in Atlantic Europe . This suggests that any temperature-related selection exerted on the mitochondrial genome in this region would most likely favor C. aestuarii types over C. maenas.
Alternatively, selectively neutral mechanisms may also drive mitochondrial introgression across species boundaries. Chan and Levin  recently demonstrated that certain models of frequency-dependent prezygotic reproductive isolation allow for very rapid biased introgression of maternally inherited genomes. This is consistent with the unidirectional hybridization hypothesis of Wirtz , who argued that female mate discrimination should encourage hybrid reproduction between females of a rare species and males of a common one. Both studies suggest that mitochondrial capture will be most pronounced when the maternally inherited genome is relatively rare; in other words, directional mitochondrial introgression should occur most frequently in cases where a low density population of one species interacts with a more common species, and introgression should proceed from the former into the latter. Empirical evidence for this phenomenon is widespread , . In one dramatic example, Ferris et al.  observed extensive introgression of Mus domesticus mtDNA into Mus musculus, and argued that the pattern was caused by colonization of M. musculus territory by as few as one M. domesticus female. Although little is known directly of mating behavior in C. aestuarii, observations of C. maenas reveal an important role for both female choice and male competition , indicating that reproductive biology in this genus may satisfy the conditions of these models for selectively neutral mitochondrial introgression. The observed introgression pattern thus suggests that the hybridization event likely involved few C. maenas individuals introduced into a more common C. aestuarii population.
One remarkable aspect of the Japanese Carcinus population is its genetic uniformity. Introgression was observed in four populations in Tokyo Bay as well as one population in Dokai Bay, roughly 850 kilometers to the southwest (Table 1). In addition, no cytonuclear disequilibrium was observed in any of the sampled populations (Table 4). Most striking is the complete lack of significant population differentiation at nuclear loci, even between Tokyo and Dokai Bays (Table 2, Figure 4). These observations suggest one of two possible scenarios for the Japanese Carcinus invasion. First, genetic equilibration may have occurred subsequent to a secondary introduction of C. maenas individuals into an already established C. aestuarii population in Tokyo Bay. This hypothesis would appear to be challenged, however, by the historical record of the Japanese Carcinus invasion. C. aestuarii was first reported at a single site in Tokyo Bay in 1984 , . Populations had been observed at several other sites throughout the bay by the end of the 1980s, and by the mid 1990s Carcinus was common throughout Tokyo Bay and had spread as far south as Dokai Bay . Given strong evidence that the Dokai Bay population represents an expansion from the original Tokyo Bay population (see below), one would have to assume that hybridization occurred prior to the spread of Carcinus to Dokai Bay in the mid-1990s. The observation of both nuclear and cytonuclear equilibrium across both Tokyo and Dokai Bays thus implies rapid genetic equilibration throughout an established Tokyo Bay C. aestuarii population within less than ten years, between the late 1980s and mid 1990s. Given a generation time of approximately 2 years , this is equivalent to 5 or fewer generations between the initial hybridization event and the evolution of a panmictic introgressed population spread throughout Tokyo Bay (and perhaps more extensively throughout southern Honshu, given that the source for the Dokai Bay expansion is uncertain). This hypothesis thus would require a rather implausible confluence of events: introduction of C. aestuarii to Tokyo Bay followed closely by introduction of C. maenas to the same region, followed by extremely rapid genetic equilibration throughout the Tokyo Bay population prior to the Dokai Bay expansion.
Alternatively, it may be that the interspecific hybridization event leading to introgression of C. maenas mtDNA into C. aestuarii predates the spread of Carcinus in Tokyo Bay. The most parsimonious explanation for the observed genetic patterns is the anthropogenic transport of an established hybrid population from a single site in the native range of Carcinus, most likely from a C. aestuarii-dominated region in the western Mediterranean basin where Atlantic currents could occasionally introduce C. maenas larvae (Temim Demi and Feran Palero, pers. comm.). This would explain both the observed pattern of introgression (the past incursion of rare C. maenas individuals into C. aestuarii territory could account for biased introgression of the maternal genome) as well as the genetic uniformity of Japanese samples.
It is important to note that while some departure from that genetic uniformity has been observed, these are still consistent with this most likely invasion scenario. The only significant deviation from genetic equilibrium across the Japanese population is seen in mitochondrial haplotype frequency differences between the Tokyo and Dokai samples. These may be the result of founder effects associated with the secondary spread of Carcinus to Dokai Bay in the 1990's. This secondary invasion event is supported both by historical records  and by the genetic data presented here, which indicate that the Dokai Bay population possesses a subset of the nuclear allelic diversity present in the source population at Tokyo Bay (Table 5). Genetic drift should be more pronounced for maternally inherited haploid genomes , so any founder effect associated with colonization of Dokai Bay might be expected to result in greater differentiation at mitochondrial as opposed to nuclear loci. Thermal selection on the mitochondrial genome is unlikely to have driven this genetic differentiation, given similarities in temperature regime between Tokyo and Dokai Bays .
It should also be noted that while genetic analysis is consistent with a predominantly C. aestuarii origin of the nuclear genomes of Japanese green crabs, that population remains well differentiated from sampled native sources (e.g. Figure 2). It is possible that this simply reflects incomplete sampling of native C. aestuarii. Given that COI haplotype H65 has not been observed in the native range, it is almost certainly the case that the parental C. aestuarii population remains unsampled. This is not surprising; no genetic analysis has been published for Carcinus populations located along the North African coast, within the Mediterranean basin itself, or between Palmones, Spain (C. maenas) and Banyul-sur-Mer, France (C. aestuarii) in the northern Mediterranean, so the most likely source regions for the Japanese invasion have not been explored. Additionally, any introgression of the C. maenas nuclear genome into the C. aestuarii background could also have driven differentiation from the parental types. Unfortunately, without knowledge of the true source populations for C. aestuarii and C. maenas parental types, it is very difficult to distinguish between these two hypotheses; in fact, it is likely that some combination of the two has led to the observed differentiation from native sources. Alternatively, it is also possible that the differentiation of Japanese Carcinus from native samples has resulted from substantial genetic drift imposed by population bottlenecks associated with initial introduction and subsequent absence of gene flow with native sources. This phenomenon has been observed for other invasive Carcinus populations, but only in cases where time since introduction was greater than 100 years , much longer than for the Japanese invasion.
Generally speaking, a single introduction from a hybrid source appears to be the most parsimonious explanation for the Japanese invasion, and is broadly consistent with both the observed genetic pattens and known invasion history. Only one observation apparently contradicts this scenario. The C. aestuarii COI haplotype H65 observed in Japan belongs to a well-supported subclade of C. aestuarii (Figure 1), and members of that subclade have not previously been recorded outside of a sample taken from the eastern Mediterranean (Naples, Italy) . However, given the aforementioned problems with existing C. aestuarii sampling, the strength of this evidence against the proposed invasion scenario is limited. The hypothesis supported here would predict that the subclade in question is much more widely distributed than previously observed; specifically, haplotype H65 (and, presumably, related haplotypes) is expected to have a native range extending well into the western Mediterranean.
The results of genetic analyses presented here may prove relevant to assessments of future risks posed by Carcinus in Japan and surrounding locales. For instance, a recently developed model of green crab range expansion in the region suggests that primary introduction from the native range is likely a rare event , consistent with the most likely invasion scenario detailed above. Given the proliferation of recent studies illustrating the potential risks posed by multiple introductions , , this would appear to be a welcome finding. However, one of the concerns associated with multiple introductions is the admixture of previously allopatric evolutionary lineages resulting in novel genetic complexes with unexpected and potentially highly invasive phenotypes , , . The emergence of such genetic novelty frequently has been cited as an important factor in determining the invasiveness of hybrid populations, particularly among plant taxa , , . In the case of Japanese Carcinus, it appears that such admixture may in fact predate the invasion. This raises important questions regarding the possibility of ecologically relevant distinctions between C. maenas, C. aestuarii, and their hybrids. The ecology of C. maenas has been particularly well studied, and organismal and ecological traits likely to affect range expansion and invasiveness have been incorporated into various risk assessments , , , . Comparatively little is known regarding the ecology of C. aestuarii, and what is known derives largely from study of Japanese populations  and observations of abiotic characteristics of the recorded native range (e.g. seawater temperatures ). However, the genetic analyses presented here recommend some caution in assuming that Japanese Carcinus will reflect the ecological characteristics of either parent species. For instance, introgression of C. maenas mitochondrial genomes throughout the Japanese population suggests the possibility that those populations possess capacity for thermal adaptation significantly different from native C. aestuarii. Invasion of Hokkaido Island, with minimum seawater temperatures apparently more suited to C. maenas than C. aestuarii, therefore may be more likely than assumed by current risk assessments . The analysis presented here thus provides further evidence for an important role of genetic analysis in better understanding evolutionary history potentially relevant to the effective management of invasive populations .
Materials and Methods
Sample collection and processing
Live crabs were collected from four sites in Tokyo Bay in 1995 and 1996 and a single site in Dokai Bay in 1997 (Table 1, Figure 6). Specimens were frozen at −20°C or preserved in 70–95% ethanol for DNA extraction, and DNA was extracted from frozen or preserved gill tissue using the protocol of Geller et al. (1997). Prior to PCR amplification, all DNA samples were further purified using DNeasy Tissue Kits (QIAGEN). All genetic data used in the current study, including data from native C. maenas and C. aestuarii, have been described previously .
PCR amplification of the mitochondrial cytochrome C oxidase subunit I (COI) was conducted as previously described using universal primers LCO1490 (GGTCAACAAATCATAAAGATATTGG) and HCO2198 (TAAACTTCAGGGTGACCAAAAAATCA) for C. maenas haplotypes and degenerate universal primers COIF-PR115 (TCWACNAAYCAYAARGAYATTGG) and COIR-PR114 (ACYTCNGGRTGNCCRAARARYCA) for C. aestuarii . PCR products were sequenced directly in both forward and reverse directions using amplification primers. All sequence editing was done in Sequencher v4.6. Carcinus microsatellite loci Cma01EPA, Cma02EPA, Cma03EPA, Cma04EPA, Cma05EPA, Cma08EPA, Cma09EPA, Cma14EPA, and Cma16EPA were amplified using previously described cycling parameters , . Microsatellites were scored using GeneMarker software (v 1.5).
COI sequences were aligned using ClustalX  and trimmed to the length of the shortest sequence, resulting in 443 bp of unambiguously aligned, gap-less sequence for phylogenetic analysis. All known Carcinus COI haplotypes were included in the analysis , . Mean Kimura 2-parameter genetic distances between C. maenas and C. aestuarii were calculated in MEGA v4.0 . Phylogenetic relationships were determined by Bayesian inference using MrBayes v. 3.1.2 . Analysis was performed assuming a Generalized Time Reversible model with gamma distribution of substitution rates and a proportion of invariant sites (GTR+I+G), as recommended by the software MODELTEST . The search was run with four chains for 106 generations, with sampling every 100 generations and 2,500 trees discarded as burnin. Trees were rooted using sequences from three outgroup species belonging to the family Portunidae, Callinectes sapidus (GenBank accession #AY682079), Charybdis japonica (#EU586120), and Portunus sanguinolentus (#EU284152). Kimura 2-parameter genetic distances between invasive haplotypes and within and between C. maenas and C. aestuarii were calculated in MEGA v. 4 .
Analysis of population genetic structure
Genotypic data were assessed for departures from Hardy-Weinberg equilibrium (HWE) using Fisher's exact test in GENEPOP v3.4 . Locus by locus cytonuclear disequilibrium was assessed using the software CNDWin , with 10,000 Markov Chain Monte Carlo repetitions. Genetic structure was determined by conducting analysis of molecular variance (AMOVA) and pairwise analysis of population differentiation (FST) on microsatellite data with ARLEQUIN v. 3.0 ; statistical significance was assessed with 1000 permutations. For AMOVA, samples were grouped either by collection region (Tokyo Bay vs. Dokai Bay) or by mitochondrial haplotype (C. maenas vs. C. aestuarii) and tested for partitioning of genetic variance within and between groups. Significance of difference in the distribution of the two Carcinus COI haplotypes between Tokyo and Dokai Bays was determined by Fisher's exact test. In addition, genetic relationships between individual multi-locus genotypes were assessed using Factorial Correspondence Analysis (FCA) conducted with the software GENETIX v4.05.2 . Allele frequency distributions were determined using MSANALYZER v. 4.0 , and gene diversity and allelic richness were calculated in FSTAT v. 188.8.131.52 . To assess relationships between Japanese and native Carcinus populations, pairwise Cavalli Sforza-Edwards chord distances were calculated based on microsatellite data using MICROSATELLITE ANALYZER , with 1000 bootstrap replicates to assess statistical support. Relatedness trees were constructed based on chord distances using the neighbor joining algorithm, and a majority rule bootstrap consensus tree was built using the programs NEIGHBOR and CONSENSE in PHYLIP v. 3.65 . Japanese individuals were grouped according to COI haplotype for this analysis.
Assessment of admixture
To assess admixture in the Japanese Carcinus population, Bayesian model-based cluster analysis was implemented using the program STRUCTURE v.2.2 , which assigns individual genotypes to populations based on minimization of both Hardy Weinberg and linkage disequilibrium within those populations. Two different tests were conducted using this approach. Initially, the program was allowed to assign individuals to clusters without a priori classification of populations. Known C. maenas and C. aestuarii individuals from the native range of both species, as well as all Japanese Carcinus, were assigned probabilistically to populations or jointly to multiple populations if their genotypes indicated admixture. For this analysis, likelihood of models was assessed with K (the user-defined number of clusters) ranging between 1 and 5. In addition, the coancestry of Japanese individuals in parental gene pools defined by native C. maenas and native C. aestuarii was determined by adopting an ancestry model that used prior population information to determine clustering. Specifically, native C. maenas and C. aestuarii individuals were classified as known samples belonging to two pre-defined parental clusters, and all Japanese individuals were classified as of unknown origin. By setting K = 2, this procedure allowed estimation of admixture proportions of known C. maenas and C. aestuarii allelic states in the test population (Japanese Carcinus). For both analyses, five independent runs were conducted, each run consisting of 1,000,000 iterations with the first 100,000 iterations discarded as burn-in. STRUCTURE results were visualized using the software DISTRUCT v. 1.1 .
I would like to thank Jon Geller for providing tissue samples from Japanese crabs, Mark Bagley and Ken Oswald for helpful discussions of analytical approaches, and Erik Pilgrim and two anonymous reviewers for providing valuable comments on earlier versions of this manuscript.
Conceived and designed the experiments: JAD. Performed the experiments: JAD. Analyzed the data: JAD. Contributed reagents/materials/analysis tools: JAD. Wrote the paper: JAD.
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