- Research article
- Open Access
Adaptive radiation of gobies in the interstitial habitats of gravel beaches accompanied by body elongation and excessive vertebral segmentation
BMC Evolutionary Biology volume 9, Article number: 145 (2009)
The seacoasts of the Japanese Arc are fringed by many gravel beaches owing to active tectonic uplift and intense denudation caused by heavy rainfall. These gravel beaches are inhabited by gobies of the genus Luciogobius that burrow into the gravel sediment and live interstitially. Although their habitat and morphology (e. g., reduced fins, elongated, scale-less body, and highly segmented vertebral column) are highly unusual among fishes, little is known on how their morphological evolution has facilitated the colonization of interstitial habitats and promoted extensive diversification. We conducted thorough sampling of Luciogobius and related species throughout Japan, and performed molecular phylogenetic analysis to explore the patterns of morphological evolution associated with gravel beach colonization.
An analysis of the mitochondrial cytochrome b gene suggested a remarkable diversity of previously unrecognized species. The species-level phylogeny based on six protein-coding nuclear genes clearly indicated that interstitial species cluster into two distinct clades, and that transitions from benthic or demersal habits to interstitial habits are strongly correlated with an increase in vertebral number. Colonization of gravel beach habitats is estimated to have occurred ca. 10 Ma, which coincides with the period of active orogenesis of the Japanese landmass. Different species of interstitial Luciogobius inhabit sediments with different granulometric properties, suggesting that microhabitat partitioning has been an important mechanism facilitating speciation in these fishes.
This is the first study to document the adaptation to interstitial habitats by a vertebrate. Body elongation and excessive vertebral segmentation had been the key aspects enhancing body flexibility and fishes' ability to burrow into the gravel sediment. The rich diversity of coastal gravel habitats of the Japanese Arc has likely promoted the adaptive radiation of these unique gravel-dwelling fishes.
Fishes have undergone remarkable adaptations to utilize various coastal environments, including sandy beaches, mud flats, rocky shores, coral reefs, and mangroves . Another, less exploited, coastal habitat is gravel beaches, where the shore sediment consists mainly of gravels [2–4]. Gravel beaches harbor diverse interstitial invertebrates , but the perpetual stirring of gravel by the waves usually make them unsuitable as habitat for vertebrates. However, gobies of the East Asian genus Luciogobius have elongated, flexible bodies and are adapted to inhabit the dynamic sediment of gravel beaches (Figure 1) [6–11]. The genus is characterized by the loss of the first dorsal fin, an elongated, scale-less body, and a drastic increase in the number of vertebrae [12, 13], which are putative morphological adaptations to the interstitial lifestyle. So far, 11 Luciogobius species have been described from the Japanese Arc, Taiwan, Hainan Island, Hong Kong, and the southernmost seacoasts of the Russian Far East and Korean Peninsula (Figure 2). Seven of these species are endemic to Japan [13–15]. Five of the 11 species are strongly associated with well-sorted gravel beach sediment and are strictly interstitial [11, 16–19] (Table 1); they reside within the gravel throughout their life after a pelagic larval stage and prey on interstitial invertebrates [16–19].
Among East Asian seacoasts, those surrounding the Japanese Arc are particularly rich in gravel beaches . This is because the Japanese Arc is located on compressional plate margins and has experienced active orogenesis since the Middle Miocene (ca. 15 Ma) [20–22]. The resultant steep mountain ranges and abundant rainfall produced gravely riverbeds and gave rise to many gravel beaches along the seacoasts of Japan. Consequently, the diversity and endemicity of Luciogobius gobies may have been shaped by the richness of gravel beach habitats along the coastline of the Japanese Arc. However, the actual diversity and patterns of morphological evolution associated with the interstitial habits of the genus remain largely unexplored. Examination of the evolutionary history of these unique gobies could produce a model for understanding the processes and mechanisms of adaptation by vertebrates to dynamic interstitial habitats.
In this study, we conducted a molecular phylogenetic analysis based on extensive sampling of Luciogobius gobies and allied genera from the seacoasts of Japan (Figure 2), to clarify their diversity and the evolutionary history of their interstitial habits. We focused on the correlated evolution of interstitial habits and vertebra number, because, despite being among the smallest gobies, Luciogobius species have vertebra numbers (i. e., 35–50) that far exceed those typically found in other Gobiidae (i. e., 26) . The elongated body and highly segmented vertebral column likely enhance flexibility and increase the fishes' ability to burrow into the gravel sediment. The obtained phylogenetic tree was then used to estimate the timing of the evolution of interstitial habitat use, which is interpreted in light of the geological history of the Japanese Arc. We also compared the granulometric properties of gravels inhabited by different species of interstitial Luciogobius to determine if there is niche partitioning among species, which may have contributed to the evolution and maintenance of the present diversity of Luciogobius.
To determine whether Luciogobius species contain any previously unrecognized taxa, we first sequenced the mitochondrial cytochrome b (Cyt b) gene for all sampled gobies (190 individuals). Phylogenetic analysis of the Cyt b data suggested that six of the seven sampled Luciogobius species each contain genetically divergent clades that are separated by 5–12% uncorrected pairwise sequence difference (Figure 3). Luciogobius elongatus had the highest number of clades (six), while L. guttatus was separated into three clades, and the others were each grouped into two clades. The divergent clades within each species formed a monophyletic group, except for L. guttatus, which was not recovered as monophyletic in the Cyt b tree (but see results of the combined nuclear analysis). Although most of the intraspecific clades did not overlap in their distributions, those within L. guttatus, L. elongatus, and L. grandis co-occurred in some locations (Figure 3), suggesting that the observed genetic differentiation is not simply due to geographic isolation. While detailed morphological examinations are currently underway, at least some pairs of genetically differentiated clades have distinct morphological differences; the six clades within L. elongatus can be distinguished from each other by vertebra number and the morphology of the pelvic fin (Figure 4). Therefore, we treat each of the well-defined clades as distinct species in the following analyses (see Discussion for further arguments on species status). In addition to the above previously unrecognized taxa, gobies that could not be assigned morphologically to presently described species were grouped into three well-supported clades (L. sp. and Gen. sp. 1 and 2 in Figure 3).
Because the Cyt b gene evolves too rapidly and is therefore not sufficiently informative for examining species-level relationships, we also sequenced six protein-coding nuclear genes to recover phylogenetic relationships among Luciogobius species and related gobies. One representative individual was chosen from each species arbitrarily, including the Luciogobius taxa genetically revealed by the Cyt b data, and sequenced for the following six genes: recombination activating genes 1 and 2 (Rag1 and Rag2); myeloid/lymphoid or mixed-lineage leukaemia (Mll); protease III (Ptr); ryanodine receptor 3 (Ryr3); and myosin, heavy chain 6, cardiac muscle, alpha (Myh6). Phylogenetic analysis based on the combined nuclear gene dataset produced a well-resolved phylogeny with high nodal support values (Figure 4 and Additional file 1). The genus Luciogobius is monophyletic and does not include I. koma and I. saikaiensis, which are treated as species of Luciogobius in most recent classifications . The interstitial species (Table 1) separated into two distinct clades within Luciogobius. The three genetically divergent clades within L. guttatus, which were not recovered as monophyletic in the Cyt b tree, grouped into a single, well-supported clade.
Evolution of vertebra number
The vertebra numbers of Luciogobius species are among the highest of all gobies known . The increase in the number of vertebrae likely enhances body flexibility, and the transition to interstitial habitats may be associated with increases in vertebra number. To test this hypothesis, we counted the number of vertebrae for each taxa identified from the Cyt b phylogeny (Additional file 2). The number of vertebrae varied little within species, but greatly across the sampled goby species, ranging from 30 in Astrabe flavimaculata to 50 in L. adapel. Using the above species-level phylogeny, we reconstructed ancestral character states of vertebra number (Figure 4), which shows that clades of interstitial species have markedly higher numbers of vertebrae. Regression using independent contrasts  indicated that the probability of transition to interstitial habitats is strongly correlated with an increase in vertebra number (r = 0.605, P = 0.00064).
Estimation of divergence time
To determine the timing of the origin of interstitial habit in Luciogobius, we estimated divergence times based on the combined nuclear gene phylogeny. Fossil data are commonly used to calibrate divergence times, but fossils belonging to the gobiid group under study are not currently available. Instead, we calibrated the tree using (1) the split between Gymnogobius isaza and G. urotaenia, which was previously estimated at 2.3 Ma based on geological calibration  and (2) the divergence rate of the Cyt b gene (approximately 2.7% per My in gobiid taxa ). Since a likelihood ratio test rejected a strict molecular clock for the combined nuclear gene dataset (P < 0.001), we employed the penalized-likelihood relaxed clock approach using the program r8s .
Because a reliable maximum prior for the age of the root node is unavailable, we first obtained relative node ages by fixing the age of the root node at one arbitrary time unit without any internal constraints. The obtained ultrametric tree was then calibrated by fixing the G. isaza-G. urotaenia split at 2.3 Ma, which suggested that the most recent common ancestor (MRCA) of interstitial Luciogobius species dates back to 7.67 Ma (95% credibility interval, 5.52–12.27 Ma) (Figure 4). We also estimated ages of all the internal nodes individually based on average pairwise ML distances across each node and the 2.7% Cyt b divergence rate. These estimates were then individually used as calibration points to infer the age of the MRCA of interstitial Luciogobius on the above ultrametric tree. Results of this analysis converged on a similar range of estimates for the age of interstitial Luciogobius, as nodes used to calibrate the tree became deeper on the phylogeny (Additional file 3). Although older estimates were obtained when calibrated with recent nodes, these outlying values are likely due to stochastic error associated with using shallowly placed nodes for deep extrapolations [26, 27].
In addition to these analyses, we also estimated divergence times by obtaining the age of the root node with an iterative approach . This was done by adjusting the age of the root node until average rate of Cyt b substitution (calculated using r8s) equalled the previously inferred rate of 0.0135, which is half the 2.7% divergence rate . This method resulted in estimates of 27.7 Ma for the root node (Additional file 4) and 8.11 Ma (95% credibility interval, 6.89–9.58 Ma) for the MRCA of the interstitial Luciogobius, which is comparable to the values obtained using the above two approaches.
To determine whether different species of interstitial Luciogobius prefer habitats with different gravel sizes, we quantified the median gravel size and sorting index of the sediment ; these are granulometric measures used to describe the properties of sediments. The sorting index describes how well the gravels are sorted by size and ranges between 0 and 1, with better-sorted gravels having lower sorting indices. Using the median diameter and sorting index as descriptors of gravels, the five interstitial Luciogobius species analyzed were largely grouped into three habitat types (Figure 5 and Additional file 5): L. grandis inhabiting relatively large, less sorted gravel sediments, L. platycephalus inhabiting intermediate-sized gravel sediments, and L. elongatus, L. adapel, and L. sp. inhabiting small, well-sorted gravel sediments. There were significant differences among L. grandis, L. platycephalus, and L. elongatus in both median gravel size (ANOVA, F2,17 = 13.36, P < 0.001) and sorting index (F2,17 = 9.59, P = 0.002), suggesting that they utilize gravel habitats with broadly different granulometric properties. Data on L. adapel and L. sp. were not included in the test due to insufficient sample sizes.
Although the six species within the L. elongatus group (sp. A-F) inhabited sediments with similar granulometric parameters, their microhabitats differed from one another with respect to other aspects of the beach. Species A inhabited intertidal gravel banks on turbulent coasts, whereas sp. B was found in the intertidal sediments of lava gravel on rocky shores, sp. C in intertidal gravel sediments on bedrock, sp. D in the upper intertidal zone of protected gravel beaches in inner bays, sp. E in infiltrations of fresh water running through gravel sediments on boulder beaches, and sp. F in the lower layer of intertidal gravel sediments on boulder beaches. Although further, detailed habitat assessment is necessary, these species with their different vertebra numbers and pelvic fin morphologies, prefer specific interstitial microhabitats characterized by wave action, tidal level, and the presence or absence of boulders, rocks, bedrock, and inflow of infiltrated freshwater.
Diversity and phylogeny of Luciogobius
Overall, our discovery of numerous previously unrecognized species within Luciogobius greatly advanced our understanding of the diversity in the genus. Different taxa within currently recognized species generally occur in allopatry (Figure 3), suggesting that geographic isolation is an important process during incipient divergence . It is therefore possible that genetically distinct clades simply reflect geographic differentiation within single species. However, clades within each of L. guttatus, L. elongatus, and L. grandis are often found on a single beach yet remain distinct in the nuclear gene genealogy, which suggests the presence of a reproductive barrier. Also, at least the six genetic clades within L. elongatus can be clearly distinguished based on vertebra number, degree of reduction of the pelvic fin sucker, and microhabitat, indicating that the level of Cyt b differentiation found in L. elongatus (6.8–13.8% uncorrected pairwise difference) represents divergence at the species level. Further genetic, morphological, and ecological studies are therefore likely to reveal additional evidence for the identity of species recovered in this study.
The species-level phylogeny based on combined analysis of six nuclear genes suggested that the genus Luciogobius is monophyletic and does not include Inu koma and I. saikaiensis. Previous inclusion of the Inu species in Luciogobius is based on the shared absence of the first dorsal fin and scales , which likely reflects parallel reduction associated with adaptation to narrow habitats (e. g., rocky shores, gravel beaches). The genus Luciogobius as treated here clearly differs osteologically from Inu and other gobies: the pterygiophore of the first ray of the second dorsal fin is inserted into the caudal vertebra in Luciogobius, whereas that of all other gobies is connected to the abdominal column. The two undescribed species of the unplaced genus (Gen. sp. 1 and 2) also share these characteristics with Luciogobius, suggesting that they may be the direct sisters of Luciogobius. Alternatively, the presence of fleshy maxillary barbels in the two species suggests affinity to species of Inu and Clariger. Due to lack of statistical support (Figure 4 and Additional file 1), however, the placement of Gen. sp. 1 and 2 remain inconclusive. Considering these circumstances, we tentatively treated these species as incertae sedis.
Evolution of the interstitial habit
The nuclear gene phylogeny clearly suggested that the interstitial species belong to two separate clades (Figure 4). Based on the obtained phylogenetic pattern, the interstitial habit evolved either twice independently in the common ancestors of these two clades, or once in the common ancestor of Luciogobius and was lost twice independently in L. pallidus and L. guttatus. Although there is no rationale for choosing between these alternative hypotheses, in either case, the analysis of independent contrasts indicates that transitions to interstitial habits are strongly correlated with increases in vertebra number. Since an increase in vertebra number results in finer segmentation of the vertebral column and hence improved flexibility of the body, the evolution of an elongated body with a highly segmented vertebral column has likely been one of the key innovations during adaptation to the dynamic gravel environment. The ground vertebra number of gobiid fishes is 26, which is fixed across more than 70% of all goby species occurring in Japan  (Figure 6). However, interstitial Luciogobius species have far more vertebrae than this number, despite being among the smallest of gobiid fishes (ranging in size from 2 cm in L. adapel to 7 cm in L. grandis). Gobies with the highest numbers of vertebrae (58 and 56) are medium sized fishes (6–9 cm) of the genus Gunnellichthys ; therefore, the vertebral column of interstitial Luciogobius are among the most finely segmented of all gobiid fishes.
Diversification of Luciogobiusin the Japanese Arc
The Japanese Arc is located on compressional margins of four tectonic plates (i. e., Okhotsk, Eurasia, Philippine, and Pacific Plates), and this has caused active orogenesis that started ca. 15 Ma in the Middle Miocene [20–22]. The resultant steep mountain ranges and abundant rainfall provided by monsoons have brought a rich supply of terrigenous rocks to the sea via rivers. The steep, strongly indented nature of the Japanese seacoasts and active stirring by waves have also facilitated the accumulation of well-sorted rocks and gravels along the coast . These processes are the major cause of the present-day excessive abundance of gravel beaches in Japan. Importantly in the tropics, where gobies are most diverse, many seacoasts are fringed by coral reef, which diminishes strong wave action and prevents the development of well-sorted gravel beaches.
Considering the uniqueness of Japanese seacoasts, the high species diversity and largely restricted distribution of interstitial Luciogobius in the Japanese Arc are mostly feasibly interpreted as the result of in situ diversification within the archipelago. In fact, our estimation of the origin of the interstitial species (6–12 Ma; Figure 4, Additional files 3 and 4) is consistent with the initial formation of Japanese mountain ranges being followed by colonization by Luciogobius and subsequent diversification. Furthermore, our results suggest that different species of interstitial Luciogobius prefer gravel sediments with largely different gravel sizes (Figure 5). This indicates that the granulometric complexity of gravel beaches has provided an opportunity for niche partitioning among major clades of Luciogobius, which was probably an important process during the initial stages of their diversification. Although closely related Luciogobius species are similar in morphology and may occupy interstitial habitats with similar granulometric parameters, their microhabitats differ with respect to wave action, tidal level, and the presence or absence of boulders, rocks, bedrock, and the inflow of infiltrated fresh water.
Adaptive radiation of Luciogobius
Adaptive radiation is the evolution of ecological and phenotypic diversity within a rapidly diversifying lineage. Schluter  proposed four criteria for detecting an adaptive radiation: (1) recent common ancestry, (2) phenotype-environment correlation, (3) trait utility, and (4) rapid speciation. Even the widely acknowledged examples of adaptive radiation rarely fulfil or explicitly test these criteria ; thus, it is beyond the scope of the present study to fully substantiate the four criteria. However, available evidence suggests that the present organismal and phenotypic diversity of Luciogobius is likely the result of an adaptive radiation in the interstitial habitats of gravel beaches.
Recent common ancestry is clearly the case of interstitial Luciogobius species. Although the interstitial species are not monophyletic, they are all descended from a recent common ancestor, which colonized gravel beaches and evolved to utilize various interstitial environments. We found that gravel sediments with different granulometric properties are occupied by different species of interstitial Luciogobius (Figure 5). This habitat preference is associated with differences in body size and vertebra number (phenotype-environment correlation), because species having more finely-segmented body tend to inhabit small, well-sorted gravels. For example, L. elongatus, L. adapel, and L. sp., which have the smallest body sizes and highest vertebra numbers of all Luciogobius species, inhabit sediments with the most finely sorted gravels, whereas L. grandis having larger body and fewer vertebrae prefer coarse gravels (Figure 5). Whether body size and vertebra number affect fishes' performance in different interstitial habitats (trait utility) is not straightforward to assess. Nevertheless, it is likely that fine morphological match to the gravel environment promotes fishes' ability to burrow into the sediment, escape from predators, and/or capture prey in wave-disturbed gravel beaches. Finally, recent ancestry (< 12 Ma) and a remarkable diversity of Luciogobius species found within a small geographic area (the Japanese Arc and surrounding regions) are consistent with rapid speciation in Luciogobius. Indeed, the number of species in Luciogobius far exceeds those found in any other related marine genera (18 in Luciogobius vs. five in the next largest genus Clariger). Although further study is clearly necessary, the above observations suggest that Luciogobius provides a valuable, promising new example of adaptive radiation that took place in a habitat previously considered inaccessible to vertebrates.
Overall, our findings illuminate the significance of gravel beaches as previously unappreciated theaters of marine fish radiation. Luciogobius fishes have adapted to this dynamic environment with elongated bodies and finely segmented vertebral columns, which allowed them to access new niches and radiate into various microhabitats within the gravel beach. Interstitial habitats of gravel beaches are not utilized by any other vertebrate, which has likely been important for these gobies to flourish in such a unique habitat. It is likely that adaptation to interstitial habitats has provided preconditions for the colonization of infiltrating underground water, anchialine caves, or estuarine mudshrimp burrows, which further fuelled the diversification of this unique fish clade. Therefore, the genus Luciogobius offers a valuable future model system for studying vertebrate adaptation to interstitial life and adaptive radiation by fishes in an extraordinary habitat.
Gobies were collected from various coastal habitats along the Japanese seacoast (Figure 2 and Additional file 6). We sampled seven of the 11 described Luciogobius species and one putative undescribed species that does not match any of the known species morphologically (Table 1). Inu koma and I. saikaiensis are included in Luciogobius in most recent classifications [e.g. ], but they are treated as a separate genus, which concurs with our phylogenetic results. We also sampled 11 additional species representing eight related genera and two undescribed taxa that are probably related to Luciogobius. Among the Luciogobius species, four taxa are strictly interstitial and occur only in the intertidal zones of well-sorted gravel beaches [16–19]. Another interstitial species, L. adapel, lives in gravel beds at depths of 20~40 m, and has completely lost the first and second dorsal, anal, and pelvic fins . The remaining species are found under rocks in estuary sand beds (L. guttatus and L. dormitoris) or in underground water in gravel estuaries (L. pallidus and L. albus) [10, 32–34]. Luciogobius albus, the only known cavefish in Japan, has been collected only from a few anchialine caves , while L. pallidus is sometimes found within mudshrimp burrows . We were unable to sample L. albus, L. dormitoris, L. brevipterus, or L. matellii; the last three species are known only from the type collections [10, 36, 37]. A full list of sampling localities is provided in Additional file 6.
Gobies were collected using either a hand net or by scooping gravel sediments with a shovel and placing them into a net to sort the fish. Luciogobius adapel was collected using a bottom sampler at depths of 20 m. For each goby, a small fragment of muscle tissue was removed and kept in absolute ethanol for subsequent extraction of DNA, and the remaining body was kept in 10% formalin solution for morphological examination.
(b) Molecular protocols
Genomic DNA was extracted from muscle tissue following a standard phenol-chloroform method. Using the polymerase chain reaction (PCR), we amplified fragments of the Cyt b gene using the primers detailed in Additional file 7. PCR conditions for amplifying the Cyt b fragments consisted of an initial 5 min at 94°C, followed by 30 cycles of 30 sec at 94°C, 30 sec at 45°C, and 1 min at 72°C, with a final extension at 72°C for 7 min. The PCR reaction conditions for the six nuclear genes were the same as those for Cyt b, except for the annealing temperatures, which are listed along with the primer sequences in Additional file 7. The PCR products were purified using NucleoSpin Extract (Macherey-Nagel, Düren, Germany). Both strands were sequenced using the ABI Prism dye terminator cycle sequencing ready reaction kit (Perkin-Elmer, Foster City, CA), and an ABI 3100 sequencer. Obtained sequences have been deposited in the DNA Data Bank of Japan (DDBJ) database [DDBJ: AB503858–AB504232].
(c) Phylogenetic analysis
The alignment was straightforward and required only a few unambiguous gaps in the Mll intron. Analyses were conducted separately for the Cyt b gene and the combined nuclear genes, and for each dataset, phylogenetic trees were obtained using maximum parsimony (MP), maximum likelihood (ML), and Bayesian methods. Because saturation of base substitution was suspected in the Cyt b data, we partitioned the data by codon positions and plotted transitions against transversions to detect potential saturation  using PAUP* version 4.0b10 . This analysis suggested that the third codon position of the Cyt b gene suffered from substitution saturation (Additional file 8). However, trees reconstructed with and without the third codon position did not differ significantly in terms of resolution and branch support; thus, we only report results obtained using all positions combined.
Using PAUP*, we performed MP analysis with 100 random addition analyses and tree bisection-reconnection (TBR) branch-swapping and we validated the robustness of the MP trees using bootstrap analysis with 1000 replications. Before the ML analysis, the program Modeltest 3.0  was used to select appropriate models of base substitution and to estimate model parameters. ML analysis of the Cyt b dataset proved to be very computer-intensive using the TBR swapping algorithm and so was done using PhyML , while that of the combined nuclear dataset was performed using PAUP* with ten random addition analyses and TBR branch swapping. ML bootstrap analyses of both datasets were conducted with PhyML with 100 replications. For the Bayesian analysis, we used the program MrModeltest 2.2  to select an appropriate model of base substitution for each gene partition. Based on the selected models, we performed Bayesian analyses using MrBayes 3.1.2  with the unlink command (nuclear dataset only) to estimate substitution parameters separately for each partition. Analyses consisted of running four simultaneous chains for 2 × 106 generations, sampling trees every 1000 generations for a total of 2001 trees. We plotted the ln-likelihood of the sampled trees against generation time to identify the region of the analysis in which the parameter estimates were stable. Then, we discarded the burn-in region (trees and parameter estimates obtained before equilibrium; the initial 1001 trees), and the remaining 1000 samples were used to estimate the tree topology, branch lengths, and substitution parameters.
(d) Analysis of vertebra number evolution
Number of vertebrae was counted for 1–19 representative individuals for each taxa identified from the Cyt b phylogeny (Additional file 2). Vertebral counts were taken from radiographs produced with Softex Type C-60 (Softex, Tokyo, Japan) exposed at 20 KVp and 4 mA for 20 seconds. Then, the average vertebra number for each taxon was mapped onto the combined nuclear ML phylogeny, and ancestral state estimates of vertebra number were obtained using the squared change parsimony algorithm as implemented in Mesquite version 1.12 . To test for correlated evolution between interstitial habitat use and vertebra number along cladogenesis, we calculated independent contrasts  of each of the variables using the PDAP module of Mesquite . Each species was assigned as either interstitial (1) or non-interstitial (0) as designated in Table 1. The use of discrete character states does not violate the assumption of independent contrasts .
(e) Estimation of divergence time
Combined nuclear gene ML phylogeny was transformed to an ultrametric tree using the penalized-likelihood relaxed clock approach with the program r8s . Since a reliable maximum prior for the age of the root node is not available, we first obtained a linearized tree by fixing the age of the root node at one arbitrary time unit (without any internal constraints) with a smoothing parameter of 10 as inferred by cross validation. This analysis produces an ultrametric tree with fixed relative node heights but without absolute ages. Divergence times on this tree were then calibrated using (1) the split between Gymnogobius isaza and G. urotaenia, which was previously estimated at 2.3 Ma based on geological calibration  and (2) the divergence rate of the Cyt b gene. For the later approach, every node on the ultrametric tree obtained by penalized likelihood was used individually as a calibration point to obtain a conservative range of estimates for the MRCA of the interstitial Luciogobius species. We used the Cyt b divergence rate because it is generally conserved across fish taxa, has been used previously for dating in gobies , and clusters at approximately 2.7% per My in gobiid taxa . Using the 2.7% per My substitution rate, the average pairwise ML distance across each node was transformed to absolute age, and this was used individually as a calibration point. We obtained 95% credibility intervals of node estimates by producing 100 bootstrapped datasets using the SeqBoot program in the PHYLIP package , estimating branch lengths of the above ML phylogeny under the substitution model used in the ML calculations, and performing divergence date estimates as described above.
In addition to the above two approaches using internal calibration points, we also adjusted the age of the root node so that the overall rate of Cytb substitution equals the previously inferred rate of 0.0135 substitutions/site/My, which is half the 2.7% divergence rate . We first calculated branch lengths of the ML topology using the Cyt b data with a substitution model and parameters inferred using Modeltest. This tree was linearized by fixing the age of the root node, and substitution rate along each branch calculated, using the program r8s. We iterated the age of the root node until an average substitution rate comparable to 0.0135 substitutions/site/My was found. The inferred root node age was then used to estimate the age of the MRCA of interstitial Luciogobius by performing a penalized likelihood analysis on the combined nuclear ML phylogeny.
(f) Habitat assessment
We obtained median gravel size and sorting index of the sediment for five interstitial species (L. grandis, L. platycephalus, L. elongatus, L. adapel, and an undescribed species Luciogobius sp.). When we collected the gobies, we also sampled 1–4 litres of sediment from the habitats where the gobies were found using a shovel. Sediment samples were passed through a series of standard sieves with running water, dried separately, and weighed. Then, the median particle size and sorting index were calculated using the equation given in , and between-species differences in these indices were tested using one-way analysis of variance (ANOVA).
Nelson JS: Fishes of the World. 2006, New York: John Wiley & Sons, Inc., 4
Williams AT, Caldwell NE: Particle size and shape in pebble-beach sedimentation. Mar Geol. 1988, 82: 199-215. 10.1016/0025-3227(88)90141-7.
Sanders DI: Rocky shore-gravelly beach transition, and storm/post-storm changes of a Holocene gravelly beach (Kos Island, Aegean Sea): stratigraphic significance. Facies. 2000, 42: 227-244. 10.1007/BF02562574.
Buscombe D, Masselink G: Concepts in gravel beach dynamics. Earth-Science Reviews. 2006, 79: 33-52. 10.1016/j.earscirev.2006.06.003.
Giere O: Meiobenthology: The Microscopic Fauna in Aquatic Sediments. 1993, Berlin: Springer-Verlag
Jordan DS, Snyder JO: A review of the gobioid fishes of Japan with descriptions of twenty-one new species. Proceedings of the United States National Museum. 1901, 24: 33-132.
Regan CT: The fishes of the gobiid genus Luiciogobius Gill. Annals and Magazine of Natural History. 1949, 5: 462-465.
Dotu Y: A new species of a goby with a synopsis of the species of the genus Luciogobius and its two allied genera. Journal of the Faculty of Agriculture, Kyushu University. 1957, 11: 69-76.
Arai R: Luciogobius grandis, a new goby from Japan and Korea. Bulletin of the National Science Museum, Tokyo. 1970, 13: 199-206.
Shiogaki M, Dotsu Y: Two new species of the genus Luciogobius (family Gobiidae) from Japan. Japanese Journal of Ichthyology. 1976, 23: 125-129.
Okiyama M: Luciogobius adapel, a new species of gobiid fish from Japan. Bulletin of the National Science Museum, Tokyo, Series A. 2001, 27: 141-149.
Akihito , Hayashi M, Yoshino T, Shimada K, Seno H, Yamamoto T: Gobioidei. The fishes of the Japanese archipelago. Edited by: Masuda H, Amaoka K, Araga C, Uyeno T, Yoshino T. 1984, Tokyo: Tokai University Press, 228-276.
Akihito , Sakamoto K, Ikeda Y, Iwata A: Gobioidei. Fishes of Japan with Pictoral Key to the Species. Edited by: Nakabo T. 2000, Tokyo: Tokai University Press, 1139-1310. 2
Arai R: Fishes of Luciogobius and Inu (Gobiidae) from the Izu Peninsula, Central Japan. Memoirs of the National Science Museum. 1981, 14: 151-166.
Suzuki T, Shibukawa K: Genus Luciogobius. A photographic guide to the gobioid fishes of Japan. Edited by: Seno H. 2004, Tokyo: Heibonsha Press, 59-60.
Shiogaki M, Dotsu Y: The Life History of the Gobiid Fish, Expedio parvulus. Bulletin of the Faculty of Fisheries, Nagasaki University. 1971, 32: 17-25.
Shiogaki M, Dotsu Y: The Life History of the Gobiid Fish, Luciogobius elongatus. Bulletin of the Faculty of Fisheries, Nagasaki University. 1972, 34: 9-18.
Shiogaki M, Dotsu Y: The Life History of the Gobiid Fish, Luciogobius platycephalus. Japanese Journal of Ichthyology. 1977, 24: 43-48.
Shiogaki M, Miura N, Dotsu Y: The Life History of the Gobiid Fish, Luciogobius grandis. Bulletin of the Faculty of Fisheries, Nagasaki University. 1974, 38: 57-64.
Kaizuka S: Late Cenozoic palaeogeography of Japan. GeoJournal. 1980, 4: 101-109. 10.1007/BF00705517.
Maruyama S, Isozaki Y, Kimura G, Terabayashi M: Paleogeographic maps of the Japanese Islands: Plate tectonic synthesis from 750 Ma to the present. The Island Arc. 1997, 6: 121-142. 10.1111/j.1440-1738.1997.tb00043.x.
Taira A: Tectonic Evolution of the Japanese Island Arc System. Annu Rev Earth Planet Sci. 2001, 29: 109-134. 10.1146/annurev.earth.29.1.109.
Felsenstein J: Phylogenies and the comparative method. Am Nat. 1985, 125: 1-15. 10.1086/284325.
Sota T, Mukai T, Shinozaki T, Sato H, Yodoe K: Genetic differentiation of the gobies Gymnogobius castaneus and G. taranetzi in the region surrounding the Sea of Japan as inferred from a mitochondrial gene genealogy. Zoolog Sci. 2005, 22: 87-93. 10.2108/zsj.22.87.
Sanderson MJ: Estimating absolute rates of molecular evolution and divergence times: a penalized likelihood approach. Mol Biol Evol. 2002, 14: 1218-1231.
Ho SYW, Phillips MJ, Cooper A, Drummond AJ: Time dependency of molecular rate estimates and systematic overestimation of recent divergence times. Mol Biol Evol. 2005, 22: 1561-1568. 10.1093/molbev/msi145.
Sota T, Hayashi M: Comparative historical biogeography of Plateumaris leaf beetles (Coleoptera: Chrysomelidae) in Japan: interplay between fossil and molecular data. J Biogeogr. 2007, 34: 977-993. 10.1111/j.1365-2699.2006.01672.x.
Leys R, Watts CHS, Copper SJB, Humphreys WF: Evolution of subterranean diving beetles (Coleoptera: Dytiscidae: Hydroporini, Bidessini) in the arid zone of Australia. Evolution. 2003, 57: 2819-2834.
Folk RL, Ward WC: Brazos River Bar: A study in the significance of grain size parameters. J Sediment Petrol. 1957, 27: 3-26.
Mukai T, Nishida M: Intraspecific mitochondrial DNA phylogeny of a Japanese brackish water goby, Luciogobius guttatus. Japanese Journal of Ichthyology. 2004, 51: 157-161.
Schluter D: The Ecology of Adaptive Radiation. 2000, Oxford: Oxford University Press
Dotu Y: The life history of the goby, Luciogobius guttatus Gill. Science bulletin of the Faculty of Agriculture, Kyushu University. 1957, 16: 93-100.
Dotu Y: On the Blind Gobioid Fish, Luciogobius albus REGAN. Doubutsugaku zasshi. 1963, 72: 1-5.
Yoshida T, Dotsu Y: Luciogobius pallidus REGAN. Freshwater Fishes of Japan. Edited by: Kawanabe H, Mizuno N, Hosoya K. 2001, Tokyo: Yama to Keikoku Sha, 628-629. 3
Itani G, Aizawa N, Tanase H: A blind goby, Luciogobius pallidus REGAN, collected from a burrow of a mud shrimp, Upogebia yokoyai MAKAROV. Nanki Seibutu. 1996, 38: 53-54.
Chen JTF: Note sur un nouveau poisson chinos appartenant au genre Luciogobius. Bulletin du Musee d'Histoire Naturelle de Paris, (Série 2). 1932, 4: 648-650. fig. 1, 2.
Di Caporiacco L: Miscellanea Ichthyologica. V. Un nuovo Gobiide della Cina meridionale. Bollettino di pesca, piscialtura e idrobiologia. 1947, 2: 193-205.
Miyamoto MM, Cracraft J: Phylogenetic analysis of DNA sequences. 1991, Oxford: Oxford University Press
Swofford DL: PAUP*: Phylogenetic Analysis Using Parsimony (*and other methods). Version 4.0b10. 2002, Sunderland, Massachusetts: Sinauer Associates
Posada D, Crandall KA: Modeltest: testing the model of DNA substitution. Bioinformatics. 1998, 14: 817-818. 10.1093/bioinformatics/14.9.817.
Guindon S, Gascuel O: A simple, fast, and accurate algorithm to estimate large phylogenies by maximum likelihood. Syst Biol. 2003, 52: 696-704. 10.1080/10635150390235520.
Nylander JAA: MrModeltest 2.2. Program distributed by the author. 2004, Uppsala, Sweden: Evolutionary Biology Centre, Uppsala University
Ronquist F, Huelsenbeck JP: MrBayes 3: Bayesian phylogenetic inference under mixed models. Bioinformatics. 2003, 19: 1572-1574. 10.1093/bioinformatics/btg180.
Maddison WP, Maddison DR: Mesquite: a modular system for evolutionary analysis, Version 2.6. 2009, [http://mesquiteproject.org]
Midford PE, Garland TJ, Maddison WP: PDAP Package of Mesquite. Version 1.07. 2005, [http://mesquiteproject.org/pdap_mesquite/]
Garland T, Harvey JPH, Ives AR: Procedures for the analysis of comparative data using phylogenetically independent contrasts. Syst Biol. 1992, 41: 18-32.
Harada S, Jeon SR, Kinoshita I, Tanaka M, Nishida M: Phylogenetic relationships of four specie of floating gobies (Gymnogobius) as inferred from partial mitochondrial cytochrome b gene sequences. Ichthyological Research. 2002, 49: 324-332. 10.1007/s102280200048.
Felsenstein J: PHYLIP (phylogeny inference package), v. 3.6. 2005, Seattle, Washington: Department of Genetics, University of Washington
We thank Y. Kameda, T. Okamoto, Y. Shigemiya, M. Sudo, and A. Takimura for specimens; T. Sota and T. Terachi for laboratory assistance; R. Tsubaki for granulometric analysis. This work was supported by grant-in-aid from the Japan Ministry of Education, Culture, Sports, Science and Technology (to M.K.).
TY designed the study, carried out the mitochondrial and nuclear gene sequencing, performed the phylogenetic and granulometric analyses and drafted the manuscript. TS carried out the mitochondrial gene sequencing and participated in the phylogenetic analysis. TN carried out the mitochondrial and nuclear gene sequencing and participated in the phylogenetic analysis. AK performed the phylogenetic analysis and drafted the manuscript. MK conceived of the study, and participated in its design and helped to draft the manuscript. All authors read and approved the final manuscript.
Electronic supplementary material
Additional file 1: Maximum likelihood phylogeny based on 4813 bp of the combined Mll, Myh6, Ptr, Rag1, Rag2, and Ryr3genes. Numbers above branches indicate maximum parsimony and maximum likelihood bootstrap values, followed by Bayesian posterior probabilities. (PDF 3 MB)
Additional file 3: Luciogobius species. Every node on the ultrametric tree obtained by penalized likelihood was used individually as a calibration point to obtain a conservative range of estimates for the most recent common ancestor of the interstitial Luciogobius species. Optimal ages and 95% credibility intervals are plotted against the relative node heights of those used to calibrate the chronogram. The 7.67 Ma estimate obtained based on Gymnogobius isaza-G. urotaenia split (2.3 Ma) is given by the dotted line, and 95% credibility interval of this estimate is indicated by the shade. (PDF 201 KB)
Additional file 4: Cyt b substitution rate. The age of the root node (Eutaeniichthys gilli-Typhlogobius californiensis split) was adjusted using an iterative approach until average substitution rates across branches equaled the known rate of 0.0135 substitutions/site/My . (PDF 198 KB)
Additional file 8: Plots of uncorrected pairwise transition distances against transversion distances in each of the three Cyt bcodon positions.(PDF 972 KB)
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Yamada, T., Sugiyama, T., Tamaki, N. et al. Adaptive radiation of gobies in the interstitial habitats of gravel beaches accompanied by body elongation and excessive vertebral segmentation. BMC Evol Biol 9, 145 (2009). https://doi.org/10.1186/1471-2148-9-145
- Adaptive Radiation
- Much Recent Common Ancestor
- Vertebra Number
- Ultrametric Tree
- Gravel Beach