John A Darling1. 1. Molecular Ecology Research Branch, National Exposure Research Laboratory, United States Environmental Protection Agency, Cincinnati, Ohio, United States of America. darling.john@epa.gov
Abstract
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.
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 crabCarcinus maenas and the Mediterranean green crabC. 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.
The anthropogenic introduction of populations into novel ecological contexts allows
exploration of a wide range of phenomena that may influence evolutionary
diversification [1],
[2], [3]. 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 [4], [5]. The capacity of hybridization
to facilitate adaptive evolution and speciation has now been widely recognized [6], [7]. 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 [8], [9], [10], [11]. 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 [2], [12], [13], [14]. Numerous
empirical examples now exist of interspecific hybridization leading to the emergence
of populations with novel invasive characteristics [6], [7], [15], 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 [16], [17], [18].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 [13], with studies of interspecific
hybridization involving invasive animal populations being principally limited to
fish [5]. At the
same time, efforts aimed at understanding the genetics of hybridizing invasive
species have rarely considered hybridization events between multiple invasive taxa
[19]. Although a
number of important recent studies have explored intraspecific admixture following
multiple independent introductions of animal taxa [16], [20], there are few cases that
describe interspecific hybridization between multiple introduced species [21], [22]. 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 [23]. A number of recent studies have emphasized the value of
genetic analysis in uncovering cryptic evolutionary diversification potentially
relevant to invasion risk [24], [25], [26], 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 crabCarcinus 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
[27], [28], [29], [30]. 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 [28], [31]. Genetic analyses based on
mitochondrial loci indicate that the two species are well defined [32], a finding
consistent with observations of diagnostic morphological criteria that reliably
distinguish the species [33].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 [28]. The
existence of C. maenas in Japan was suggested only later, when
genetic analysis revealed the presence of mitochondrial haplotypes from both sister
species [30]. 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
[33] and more
recent ecological studies in Tokyo Bay recognize the population there as C.
aestuarii
[34]. 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 [33]. Nonetheless, genetic analyses generally support a
hypothesis of mixed species origin for Japanese Carcinus. Based on
mitochondrial DNA haplotypes, Geller et al.
[30] suggested
that both C. aestuarii and C. maenas had
independently invaded Japan. In contrast, Bagley and Geller [27] 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.
[29] 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 [35].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.
Results
Phylogenetic analysis
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).
Figure 1
Phylogenetic tree determined by Bayesian inference.
Posterior probabilities are indicated for major clades with support over
90%. Arrows indicate the two haplotypes present in Japan, H1 and
H65. Scale bar represents 5 expected substitutions per site.
Phylogenetic tree determined by Bayesian inference.
Posterior probabilities are indicated for major clades with support over
90%. Arrows indicate the two haplotypes present in Japan, H1 and
H65. Scale bar represents 5 expected substitutions per site.
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.
Table 1
Summary of Carcinus collections.
Collection site
n
H1
H65
proportion H1
Tokyo Bay site 1 (TB)
50
12
38
0.2400
Tokyo University of Fisheries (TUF)
13
8
5
0.6154
Shinhama-ko lagoon (SK)
63
13
50
0.2063
Shinhama Bay (SHI)
15
2
13
0.1333
Tokyo Bay overall
141
35
106
0.2482
Dokai Bay (DOK)
18
16
2
0.8888
total
159
51
108
0.3208
Frequencies of mitochondrial COI haplotypes at four locations within
Tokyo Bay and one location within Dokai Bay. H1 corresponds to
C. maenas and H65 to C.
aestuarii (see Figure 1).
Table 2
Analysis of Molecular Variance.
By site
By haplotype
Variance components
Percentage of variation
Fixation index
Variance components
Percentage of variation
Fixation index
Among populations
−0.00332
−0.31
−0.00311(P = 0.68328)
−0.00728
−0.68
−0.00682(P = 0.97556)
Within populations
1.07412
100.31
-
1.07434
100.68
-
Table 3
Pairwise population differentiation among sampling sites
(F
ST).
DOK
TB
TUF
SK
SHI
DOK
-
0.52051
0.04297
0.98926
0.15039
TB
−0.00268
-
0.16211
0.27734
0.76758
TUF
0.03318
0.01073
-
0.17480
0.98047
SK
−0.01515
0.00223
0.00765
-
0.99902
SHI
0.01554
−0.01060
−0.03674
−0.02814
-
F
ST values are shown below the diagonal,
associated P values are shown in italics above the diagonal.
Significant differentiation is indicated in bold.
Figure 2
Factorial correspondence analysis of microsatellite genotype
data.
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.
Table 4
Tests for cytonuclear disequilibrium.
locus
All pops
TB
SK
TUF
SHI
DOK
Cama06
0.1033
0.4591
0.8502
0.2862
0.6201
0.5016
Cama07
0.9299
0.8905
0.2927
1.0000
0.8199
0.5798
Cama08
0.1061
0.7345
0.3379
0.4637
0.0766
1.0000
Cama20
0.9222
0.2153
0.4419
0.4004
1.0000
1.0000
Cama22a
0.1333
0.4019
0.7824
0.9059
1.0000
0.5826
Cama24
0.5331
0.8498
0.3902
0.1821
0.1431
0.7850
Cmca14
0.3646
0.1264
0.6807
1.0000
0.1892
0.6086
P values for significance tests are shown for the
Japanese population as a whole (All pops) and for individual
samples: TB, Tokyo Bay site 1; SK, Shinhama-ko lagoon; TUF; Tokyo
University of Fisheries; SHI, Shinhama Bay; DOK, Dokai Bay.
Figure 3
Neighbor joining analysis based on microsatellite chord
distance.
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 [29]. 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.
Table 5
Microsatellite diversity measures at all collection sites.
Dokai Bay
Tokyo Bay site 1
Shinhama Bay
Shinhama-ko lagoon
Tokyo U. of Fisheries
HS
A
HS
A
HS
A
HS
A
HS
A
Cama06
0.500
2.617
0.595
2.717
0.587
2.810
0.634
2.877
0.536
2.000
Cama07
0.354
1.949
0.501
2.687
0.561
2.843
0.569
2.809
0.654
2.932
Cama08
0.768
3.851
0.744
3.935
0.725
3.859
0.691
3.610
0.731
3.618
Cama20
0.750
4.067
0.786
4.715
0.800
4.921
0.794
4.791
0.837
5.157
Cama22
0.650
4.000
0.760
4.525
0.647
3.168
0.768
4.486
0.804
4.837
Cama24
0.500
2.000
0.561
3.025
0.715
3.556
0.620
3.072
0.645
2.928
Cmca14
0.415
1.979
0.312
1.889
0.333
1.935
0.335
1.917
0.212
1.785
mean
0.562
2.923
0.608
3.356
0.624
3.299
0.630
3.366
0.631
3.322
H
S, Gene diversity; A,
allelic richness.
Factorial correspondence analysis of microsatellite genotype
data.
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.
Neighbor joining analysis based on microsatellite chord
distance.
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 [29]. 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.Frequencies of mitochondrial COI haplotypes at four locations within
Tokyo Bay and one location within Dokai Bay. H1 corresponds to
C. maenas and H65 to C.
aestuarii (see Figure 1).F
ST values are shown below the diagonal,
associated P values are shown in italics above the diagonal.
Significant differentiation is indicated in bold.P values for significance tests are shown for the
Japanese population as a whole (All pops) and for individual
samples: TB, Tokyo Bay site 1; SK, Shinhama-ko lagoon; TUF; Tokyo
University of Fisheries; SHI, Shinhama Bay; DOK, Dokai Bay.H
S, Gene diversity; A,
allelic richness.
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.
Figure 4
STRUCTURE clustering analysis.
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.
STRUCTURE clustering analysis.
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).
Figure 5
STRUCTURE analysis of admixture.
Proportional coancestry (q
1, 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
q
2 = 1−q
1.
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.
STRUCTURE analysis of admixture.
Proportional coancestry (q
1, 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
q
2 = 1−q
1.
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.
Discussion
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 [32], morphometric analysis of crabs
collected from Palmones, Spain at the eastern edge of the Strait of Gibraltar
provides evidence of incomplete reproductive isolation [31]. Early experimental studies also
reported successful laboratory crosses between C. maenas and
C. aestuarii
[36]. 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 [28] 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 [29].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 [27], [29], [30]. 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 [32], 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 [33], [34].Dramatic introgression of mtDNA in the absence of substantial nuclear introgression
has been observed elsewhere in a variety of taxa, including insects [37], fish [38], and
mammals [39],
[40], [41]. 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 [42], [43]. 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
[37]. 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 [44]. 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 [35]. 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 [45] 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 [46], 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 [41], [46]. In one dramatic example, Ferris
et al. [40]
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 [47], 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
[28], [35]. 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 [35]. 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 [48], 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 [35] 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 [42], 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 [35].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 [29], 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) [29]. 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
[35],
consistent with the most likely invasion scenario detailed above. Given the
proliferation of recent studies illustrating the potential risks posed by multiple
introductions [12], [14], 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 [16], [17], [18]. 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 [6], [13], [15]. 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 [49],
[50], [51], [52].
Comparatively little is known regarding the ecology of C.
aestuarii, and what is known derives largely from study of Japanese
populations [34] and
observations of abiotic characteristics of the recorded native range (e.g. seawater
temperatures [35]).
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 [35]. 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 [23].
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 [29].
Map showing distribution of collection sites.
Tokyo Bay (gray rectangle) is shown inset. Site IDs are as in Table 1.
Molecular methods
PCR amplification of the mitochondrial cytochrome C oxidase
subunit I (COI) was conducted as previously described using universal primers
LCO1490 (GGTCAACAAATCATAAAGATATTGG) and HCO2198
(COI sequences were aligned using ClustalX [54] 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 [29], [32]. Mean Kimura 2-parameter
genetic distances between C. maenas and C.
aestuarii were calculated in MEGA v4.0 [55]. Phylogenetic relationships
were determined by Bayesian inference using MrBayes v. 3.1.2 [56]. 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 [57]. 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 [55].
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 [58]. Locus by locus
cytonuclear disequilibrium was assessed using the software CNDWin [59], 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 (F
ST) on microsatellite
data with ARLEQUIN v. 3.0 [60]; 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 [61].
Allele frequency distributions were determined using MSANALYZER v. 4.0 [62], and
gene diversity and allelic richness were calculated in FSTAT v. 2.9.3.2 [63]. To assess
relationships between Japanese and native Carcinus populations,
pairwise Cavalli Sforza-Edwards chord distances were calculated based on
microsatellite data using MICROSATELLITE ANALYZER [62], 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 [64]. Japanese individuals were grouped according to COI
haplotype for this analysis.To assess admixture in the Japanese Carcinus population,
Bayesian model-based cluster analysis was implemented using the program
STRUCTURE v.2.2 [65], 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 [66].
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