Microsporidia are common parasites infecting animals and protists. They are specifically common pathogens of amphipods (Crustacea, Malacostraca), with Dictyocoela spp. being particularly frequent and highly prevalent, exhibiting a range of phenotypic and ecological effects. Until now, seven species of Dictyocoela were defined, predominantly based on the genetic distance. However, neither the taxonomic status of this provisionally erected genus (based on eight novel sequences and one micrograph of the spore), nor its internal phylogenetic relationships have been clearly revealed. The formal description of the genus and of most of the putative species are still lacking. Here we aimed to fill this gap and performed both ultrastructural and molecular studies (based on SSU, ITS and partial LSU) using different species delimitation methods. As a consensus of these results and following conservative data interpretation, we propose to distinguish five species infecting gammarid hosts, and to keep the names introduced by the authors of the type sequences: Dictyocoela duebenum, D. muelleri, D. berillonum and D. roeselum. We provide full descriptions of these species. Moreover, thanks to our extensive sampling, we extend the known host and geographic range of these Microsporidia.
Microsporidia are obligate intracellular parasites of animals and protists, and are related to the Fungi. They are particularly common pathogens of gammarid amphipods (Crustacea, Malacostraca), where they show a great taxonomic/phylogenetic diversity1,2, but also a variety of transmission strategies; as well as phenotypic and ecological effects3. Nosema granulosis and Dictyocoela spp. are usually vertically-transmitted4,5, and have the peculiar ability to induce sex ratio distortion in infected populations by feminizing males6. Other parasites, such as those belonging to the genus Cucumispora, exhibit a direct virulence on their gammarid hosts and are associated with horizontal transmission7,8. Microsporidia can therefore impact the key ecological roles of gammarids in ecosystem functioning9, either directly or indirectly.
The majority of recent reports on microsporidian infections in gammarids is based solely on molecular methods. In many cases, the phylogenetic position of the parasite, their phenotypic effects, and their transmission modes are not fully understood2,10,11. Among these, Dictyocoela spp. have been found in numerous gammarid species, frequently at high prevalence2,5,6,12,13. However, until now, neither the taxonomic status of Microsporidia belonging to the genus Dictyocoela, nor the phylogenetic relationships within this microsporidian clade have been clearly defined. Indeed, Terry et al.5 provisionally described the genus based on eight novel sequences of the small subunit ribosomal RNA gene (SSU rDNA) that formed a discrete clade that grouped outside of those microsporidians infecting fish. The tubular network that fills the sporophorous vesicle containing the developing parasite spores was described as an ultrastructural feature characteristic to this group. The molecular distinctness of the Dictyocoela clade has been suggested by many other authors7,10,14,15,16,17,18,19. However, the formal description of the genus as recommended by Stentiford et al.16, is lacking. Additionally, some structures such as: the isofilar polar filament; bipartite lamellar polaroplast; three-layered exospore; and tubular inclusions in the episporontal space, also suggest an ultrastructural identity of Dictyocoela with Thelohania spp., creating a confusion in their taxonomy1,20,21,22,23. The taxonomic conundrum involving Thelohania-like Microsporidia infecting amphipods is not new: discrepancies between morphological and molecular data led to a taxonomical reappraisal for a parasite infecting Gammarus duebeni celticus. This parasite was formerly assigned to Thelohania (T. muelleri), but is now placed in the genus Pleistophora24. Therefore, the existing confusion between Thelohania and Dictyocoela genus necessitates further clarification.
In addition, the existence of “species” within the genus Dictyocoela is unclear. Originally, Terry et al.5 distinguished six species under the criterion that SSU rDNA sequences differed by less than 1% of nucleotides would belong to a single species. There are now 139 rDNA sequences placed within the Dictyocoela that were isolated from 18 amphipod host species, registered in GenBank (June 2017). In total, names for eight species have been suggested: Dictyocoela berillonum, D. cavimanum, D. deshayesum, D. duebenum, D. gammarellum, D. muelleri, D. roeselum5,6,10,12 and D. diporeiae19. Transmission electron microscopy (TEM) data are only available for the spore of the microsporidium named D. muelleri, isolated from Gammarus duebeni celticus5, and for D. diporeiae, isolated from Diporeia sp.19; this later species being the only one with sufficient genetic and morphological description. For other “species” the molecular species delimitation was very difficult based on SSU rDNA sequence alone, as there are numerous sequences already available for comparison, which fill the discontinuities in genetic distance. For example, Ironside and Alexander13 used “Dictyocoela sp.” for their newly-obtained sequences. On the other hand, Grabner et al.2 defined the “D. duebenum/muelleri species complex”, clearly separated from the D. berillonum clade. Finally, Wilkinson et al.12, suggested that the species delimitation within the Dictyocoela group may be less reliable than first thought. A potential problem is that half of the SSU rDNA sequences available in GenBank are relatively short, and do not exceed 600 bp in length. Since utility of a short fragment of SSU rDNA is questioned in defining species limits by many authors25, full sequences of the SSU region, as well as ITS and partial LSU, are required to improve phylogenetic resolution26.
In addition to controversies upon the taxonomy and phylogenetic relationships of this parasite group, the known host and geographic range seems to be incomplete. In previous studies, amphipods were sampled mainly in North-Western Europe, with only a few species sampled from Central Europe2,5,12. A recent study focused on the highly endemic amphipod community in the Siberian Baikal Lake basin27. Among the potential European hosts of Dictyocoela the Ponto-Caspian species are of particular interest for further investigations. Several are highly invasive species spreading throughout Central and Western Europe during the last few decades28. They are known as vectors of microsporidian diseases in their new invaded ranges2,18,29; however, to date, Dictyocoela parasites have been evidenced in too few Ponto-Caspian gammarids to get a broader picture of an infection pattern.
To sum-up, it appears surprising that, given the number of Dictyocoela records produced up to now and the potential effects they have on the host biology and ecology, the validity of the genus itself and the relationship between the putative species and the host range has not yet been followed up by a solid assessment of morphological and ultrastructural characters in combination with molecular data, as recommended by Stentiford et al.16. Our study attempts to fill this gap. To do so, we first sampled a broad set of gammarid species, focusing on the Ponto-Caspian species in their native and colonized range. Second, we sequenced SSU, ITS and partial LSU rDNA of detected parasites, to compare them with the sequences available in GenBank, and applied several methods of molecular species delimitation to understand the diversity patterns within this parasite group. Finally, we confronted ultrastructure and molecular traits of four species of Dictyocoela, for which inconsistencies in species identity have been highlighted in previous studies2,6,12.
Among the 3862 specimens of gammarid hosts (15 species) collected from 95 sampling sites (Supplementary Table S1), we found Dictyocoela spp. in 33 sites (Fig. 1), infecting twelve species (Supplementary Table S1, Supplementary Fig. S1b), including: crustaceans of Ponto-Caspian; Mediterranean; and Atlantic-Boreal origins. The prevalence of Dictyocoela infections ranged from 0.6% to 26.1%. In total, we obtained 108 sequences covering SSU rDNA (length 1306–1320 bp) from 33 localities (Fig. 1). A subset of 85 specimens from 29 sites were sequenced to provide a length of 1753–1767 bp (full SSU, ITS and partial LSU rDNA) (Supplementary Table S2).
Phylogenetic relationships, host range and molecular species delimitation of Dictyocoela
Based on the alignment consisting of the 108 sequences produced in this study and the 108 Dictyocoela sequences deposited in GenBank covering a 5′ fragment of 524 bp long SSU rDNA, we distinguished 83 haplotypes (Supplementary Table S2). All the Dictyocoela haplotypes constituted a large well-supported monophyletic group (Supplementary Fig. S1a). Within this group, we can distinguish seven well-supported clades, yet without resolved mutual phylogenetic relationships. Five of these clades grouped sequences together with the type sequences of already suggested Dictyocoela species5,6. These clades are intermingled with short singular branches (haplotypes S1–S18), including the type sequence of D. muelleri (haplotype S4 = AJ438955). The full description of these clades is provided along with the Supplementary Fig. S1.
Using the combined three markers SSU, ITS and partial LSU (56 Dictyocoela haplotypes), the resolution of the Dictyocoela phylogeny was improved (Fig. 2) and only the position of D. diporeiae remained unresolved. This tree allowed us to define new clades that may be compared to those obtained with the SSU short sequences (Supplementary Fig. S1a). The microsporidian sequences found in talitrid amphipods grouped together to form a sister clade to all the other Dictyocoela lineages infecting gammarids and the pontoporeid Diporeia sp. Another outer monophyletic group clustered our newly-obtained sequences with D. berillonum type sequence5, forming the D. berillonum clade, which was characterized by very low haplotype diversity (Table 1) and identified almost solely in the Ponto-Caspian hosts. We were able to identify the D. duebenum and D. roeselum clades (equivalents of D and R clades showed in Supplementary Fig. S1a) gathering sequences similar to the type sequences of these two named Dictyocoela (haplotypes D1 and R5, respectively) (Fig. 2). The use of the combined three markers resulted in emergence of the D. muelleri clade (Fig. 2), which included sequences with an unresolved phylogenetic position where short SSU fragments were used (Supplementary Fig. S1a: haplotypes S1–S13, clades M and L). Four of these haplotypes clustered in clade B2 in the Bayesian tree of Wilkinson et al.12. This large D. muelleri clade showed the highest haplotypic diversity (Table 1) and included parasites from seven gammarid species: four Ponto-Caspian invaders (D. haemobaphes, D. villosus, D. bispinosus, P. robustoides); the Mediterranean/Black Sea Gammarus aequicauda; the Balkan G. roeselii; the Pontic G. varsoviensis; the Western-European G. duebeni; and the widespread G. pulex. This tree also highlighted a highly supported clade grouping the Microsporidia that infect Echinogammarus ischnus from Poland (Fig. 2). We called this clade “Dictyocoela sp. N”.
The phylogenies reconstructed separately based on the complete SSU and the LSU markers (Supplementary Fig. S2), both provided the support for the clades described above, but showed also that the combination of the two markers is needed to resolve the deeper part of the phylogeny (Supplementary Fig. S2).
The molecular species delimitation based on the mPTP method defined eight molecular species among the Dictyocoela sequences. The distance-based approach (ABGD) divided our dataset into 5 to 10 molecular species, depending on the marker (Fig. 2). These species sets were identical over a wide range of prior maximal distance P values (SSU: 0.0010–0.0129, ITS: 0.0010–0.0599, and LSU: 0.0010–0.0399), a range of relative gap widths (from 0.1 to 5) and two distance metrics (p, K2P). The discrepancies between the mPTP and the ABGD method based on LSU resulted in subdividing the D. muelleri and D. roeselum clades into 3 molecular species each, while based on ITS D. roeselum was divided into two species. In contrary, ABGD based on the SSU marker did not find a barcode gap between D. muelleri and D. roeselum clades.
Based on the above results, we selected representatives of the major clades and, if possible, subclades, for further ultrastructural analyses. It was not possible for the new Dictyocoela sp. N clade (Fig. 2), because these sequences were obtained from material preserved only in ETOH 96%. Thus, the combination of molecular data, light microscopy data and ultrastructural data were carried out for seven specimens (Fig. 2).
Most of the inspected specimens lacked evidence of gross infection/septicemia. Nevertheless, some hosts showed irregular stripes of whitish color, and the dissection revealed presence of numerous microsporidian spores and developmental stages filling the muscles (Fig. 3A,B). Infection was never found in the gut wall. These clinical signs were observed in G. varsoviensis and D. haemobaphes infected with D. muelleri and in P. robustoides infected with D. berillonum. Sporogonial stages and spores occurred within the cytoplasm of host cells (Fig. 3C,E). Sporogonial stages were found also floating separately in the hemolymph (Fig. 3C) or adhering to hemocytes (Fig. 3D). Sporophorous vesicles were occasionally registered inside the cytoplasm of hemocytes (Fig. 3E). Merogonial stages and sporophorous vesicles containing sporogonial stages and spores were located in direct contact with the host cell cytoplasm (Fig. 3C,E). A host nucleus distortion was recorded in substantially infected muscle cells (Fig. 3C).
Light Microscope Observations
All features presented hereafter are valid for all the Dictyocoela studied here, otherwise the clade specific feature are specified. The earliest developmental stages of the parasite observed on the Giemsa-stained slides were single diplokaryotic merozoites (Fig. 4A), and ribbon-like merogonial plasmodia (Fig. 4C). Sporogony occurred within sporophorous vesicles (Fig. 4B,C). The sporogonial stages, identified in stained smears, were characterized by sporogonial plasmodia with two to eight nuclei, and sporophorous vesicles containing eight uninucleate sporoblasts. Immature and mature octospores were consistently present in all smears prepared (Fig. 4B–F). Sporophorous vesicles were circular in shape. The live spores were ovoid to plum shaped, lightly irregular with equally rounded ends about 3 × 2 μm in size (Fig. 4E,F). Giemsa stained spores were ovoid to pyriform (Fig. 4B–D). A small posterior vacuole was visible close to the posterior part of the stained spores (Fig. 4D). Spores differed in sizes among the Microsporidia defined as separate species via molecular tools (Table 2).
No differences between the seven analyzed specimens have been observed during merogony and early sporogony. The merogonial stages displayed as rounded or elongated merozoites approximately 1.5 × 3.2 μm in size (Figs 5A and 6A,B,H). They possessed two nuclei (nu) in diplokaryotic arrangement. The cytoplasm of the early merozoites was homogenously granular. A few cisternae of rough cytoplasmic reticulum were occasionally registered in cytoplasm (Figs 5A and 6H). Two granular nuclei arranged as a diplokaryon measured 1.2–1.5 μm in diameter and occupied more than a half of the cell volume. Merozoites were multiplicated by binary division of diplokaryotic cells. Pairs of diplokaryotic nuclei (nu) have separated prior to division of the cytoplasm (Fig. 5B). The first observations of partial thickening of the cell surface were reported during merogony. Finally, the presporont surface was covered with electron-dense granular material about 30 nm thick (Figs 5B and 6B,H).
The sporophorous vesicle (SV) was separated around the sporont coat. Detaching the two parts of the diplokaryon from each other, and marked beginning of meiotical division of the sporont (Fig. 5C). The resulting sporogonal plasmodium contains four separated nuclei. Each of the nuclei gives rise to the formation of four uninucleate sporoblasts. The sporoblast mother cells were surrounded by thin granular secretory material of the episporontal space. The episporontal cover marks the start of future exospore (ex) development (Fig. 5C). Each sporoblast underwent binary division. Finally, eight uninucleate sporoblasts were produced within persistent SV (Fig. 6H). Plasmotomy of the divided sporogonal plasmodium was not permanently synchronous (Fig. 6C). Sometimes, the SV contained uninucleate and divided sporoblasts of different maturity (Fig. 6B). In most cases, synchronous separation of the plasmodium was observed and the SV contained sporoblasts of the same degree of development (Figs 5E,H and 7A,E,H). Sporophorous vesicles contained granular material, which developed to form episporontal inclusions (Figs 5E,H and 6C–J). Episporontal inclusions of Microsporidia differed in size and shape among different molecular parasite species (Table 2). Mature spores also differed among the analyzed species. Spores were uninucleate (Fig. 7H), thin walled, and filled by ribosomes arranged in a crystalline pattern as polyribosomes (Fig. 7C). The spore wall consisted of an electron-lucid endospore (47–60 nm thick) and a two-layered exospore (45–47 nm thick) (Fig. 7F). The isofilar polar filament (pf) crossed the polaroplast (Figs 5K and 7E) and was regularly coiled into 5 to 13 turns, depending on species, tightly arranged in one row (Figs 5J, 6E,K and 7H) (Table 2). Spores possessed a small posterior vacuole (PV) filled with a granular substance (Figs 6K and 7E,H). A rounded posterosome (PS) was sometimes seen in immature spores (Fig. 5J).
As a consensus of molecular and morphological results, and following conservative data interpretation, we propose to distinguish five Dictyocoela spp. that infect gammarids, which should hold the following species names after Terry et al.5, including: D. duebenum; D. muelleri; D. berillonum; and Haine et al.6 for D. roeselum. The last candidate species (clade Dictyocoela sp. N) must remain unnamed as there are no morphological data available to allow a full species description. We also support D. diporeiae as a separate species. This division is also confirmed by the within and between clades p-distance, counted separately on the three markers used, where on each occasion the within p-distance is at least two times lower than between the closest relative clade (Supplementary Table 3). The BOLD analysis of diagnostic characters revealed from 3 up to 21 diagnostic characters for the 5 molecular species of Dictyocoela distinguished in this study (Supplementary Table 4).
The combination of morphological and genetic data allowed us to provide the full description of the genus Dictyocoela, after the original suggestion by Terry et al.5, as well as to elucidate the phylogenetic relationships between the different proposed species within this genus. Our study, by showing wide host range of some Dictyocoela lineages and presence of the infection in muscle tissue, provided further information on the possible horizontal transmission mode in Dictyocoela lineages, which is in addition with the vertical transmission which has been previously presented as obligatory5.
Dictyocoela confirmed as a genus and resolution of the conundrum with Thelohania spp. infecting amphipods
As noted in the introduction, some gammarid-infecting Microsporidia share the same morphological characteristics (uninucleate spores, bipartite polaroplast and posterior vacuole filled with granules, sporophorous vesicle filled with microtubules), and were either assigned to the genus Dictycoela5 or to Thelohania1,21,22,23. None of the Thelohania recorded in gammarid crustaceans were examined with molecular methods, contrary to the Dictyocoela that form a monophyletic clade2,5,6,10,12,13,14,15,29. Terry et al.5 included a Thelohania sequence in their phylogenetic tree (infecting red fire ants), and this parasite clustered in the clade that was the most distant from the Dictyocoela group. Vossbrinck and Debrunner-Vossbrinck14 presented similar results. Adding to the conundrum, many other studies showed that the Thelohania genus is paraphyletic and needs major revision30,31.
Our molecular data confirms that all ribosomal (and ITS) sequences belong to a single microsporidian clade, the one originally noticed by Terry et al.5. None of the Microsporidia sequences obtained from gammarids in this study were found to be related to Thelohania parasites, as has been observed by previous studies2,5,32. The genetic K2P distance between our Dictyocoela SSU rDNA sequences and the closest available Thelohania sequence (T. butleri, GenBank accession number: DQ417114) was 18.6%, while in the case of the other Thelohania spp. infecting crustaceans the distance exceeded 44% (T. parastaci, AF294780; T. contejeani, AF49259436). All morphological descriptions made on individuals for which the sequences are available, were in accordance with both previous descriptions of Dictyocoela and Thelohania from gammarids (presence of tubular inclusions within sporophorous vesicles; production of octospores with double layered exospore; bipartite lamellar polaroplast). Some variations in the number of polar filament turns, microtubule size and quantity of granular aggregates were nevertheless observed. However, sporogony of all inspected Dictyocoela species underwent binary division of each of the four early sporoblasts, contrary to the series of three binary divisions observed in Thelohania parasites that infect other crustacean species, such as: T. butleri; T. giardi; T. contejeani30,33,34. We therefore propose that most, if not all, microsporidian infections previously described in gammarids as Thelohania spp. should now be considered as Dictyocoela spp.
Full support for species subdivisions within the Dictyocoela
Terry et al.5 distinguished six species within their proposed Dictyocoela genus based on a 1% dissimilarity in their SSU sequences. However, also using the SSU marker, Wilkinson et al.12 and Grabner et al.2 noted no clear evidence for the ‘species’ separation of D. muelleri from D. duebenum; however, only short sequences were used by the authors.
The utility of SSU rDNA in resolving the phylogeny of the Microsporidia, particularly at the species level, has been acknowledged in many studies17. However, our study demonstrates the usefulness of multi-locus analysis, which has already been suggested as an informative tool for species delimitation35, where relatively short SSU sequences did not provide a clear phylogenetic signal2,12. In the case of D. muelleri sequences, the phylogenetic relationship was unresolved by using only the short fragment of the SSU. By combining three markers (but also based on full SSU), these sequences were grouped into a well-supported D. muelleri clade, which was confirmed by morphological data. Even if the relationships among the main lineages of Dictyocoela infecting gammarids could not have been resolved, the major clades were constant whatever the marker used: full SSU or partial LSU (Supplementary Fig. S2).
Based on: (i) additional sequences; (ii) longer sequences in the parasite’s ribosomal region; (iii) results of several molecular species delimitation methods; and (iv) the use of molecular and morphological results in combination, we distinguished five major clades that can be treated as candidate species within the Dictyocoela, in addition to the already described D. diporeiae19. The four candidate species that are fully described here are: D. duebenum; D. muelleri; D. berillonum; and D. roeselum. Detailed arguments for these descriptions are provided below. We will not discuss the systematic position of Dictyocoela spp. infecting talitrid hosts, because we did not detect any parasite in our study that clustered within this clade, and because no morphological data are currently available.
A comparison of the single electron micrograph that illustrated the first provisional description of Dictyocoela muelleri5 with our ultrastructural analysis of the Microsporidia grouped within D. muelleri clade confirms their identity. Thus, based on molecular and morphological data we are able to assess that all these parasite observations belong to D. muelleri. The results of mPTP and ABGD on LSU suggested that three species may be recognized within the D. muelleri clade. However, this was not supported by the morphological analysis, where all the qualitative characteristics of the parasites belonging to these sub-clades were identified as the same, and their quantitative characteristics were seen to overlap (Table 2). This could be an indication of an ongoing diversification process, which may be a result of the relatively wide host range observed for this parasite (Supplementary Fig. S2 and Table S2).
In contrast, the D. berillonum clade is genetically homogenous (Table 1). The sequence (haplotype B7, Fig. 2) obtained from P. robustoides sampled in the Kievski Reservoir (Ukraine), which is studied here ultrastructurally, showed 99.5% similarity to the type sequence of D. berillonum (AJ438957) deposited by Terry et al.5. Thus, we propose to use the ultrastructural data we obtained in the present study as a valid description of D. berillonum. Similarly, the morphological description made in this study for the Dictyocoela obtained from Echinogammarus berilloni, which was collected from the Aa River (Germany) (haplotype D3, Fig. 2) showed 99.7% identity to the type sequence of Dictyocoela duebenum (AF397404)5, and provided reason to authorize D. duebenum as a valid species and allow full species description.
The SSU haplotypes R1 and R6 (Fig. 2), from Gammarus fossarum and G. balcanicus, respectively, were morphologically analyzed and found to be very similar (99.1% and 99.2% of identity, respectively) to the haplotype R5, which was identical to the sequence AY584252 (384 bp) found in G. roeselii and provisionally called Dictyocoela roeselum by Haine et al.6. We use the morphological features of these parasites as a valid description of D. roeselum herein.
Our results appear to be in contrast with those of Wilkinson et al.12 and Grabner et al.2. These authors highlighted a lack of clear evidence for the separation of D. muelleri from D. duebenum. In our analysis we obtained a good support for all clades, the species delimitation methods confirmed these clades as candidate species (Fig. 2), and morphological features gave support for such discrimination. Differences in the length of the analyzed sequences may explain these differences. In the study made by Wilkinson et al.12 the length of the alignment based on SSU was at best 520 bp, which might explain the unresolved phylogeny. In addition to this potential problem with short sequences, a high number of sequences recently obtained from amphipod-infecting Microsporidia from the Baikal Lake, an ancient and highly isolated watershed, could bias the analysis (see Supplementary Fig. S1a). The taxonomic summaries for these species are provided in Supplementary Discussion 1.
Geographic and host ranges: suggested patterns for Dictyocoela infections
Our results extend the known geographic and host ranges of Dictyocela spp. The geographic distribution and host range of D. muelleri, D. duebenum and D. roeselum does not show any pattern. The presence of D. muelleri in the Ponto-Caspian gammarids sampled in their native range (Danube and Dnieper deltas), shows that these Microsporidia are not restricted to Gammarus sp. native to Western Europe. These records disagree with the hypothesis of a recent host shift from native gammarids to invaders in the colonized area, as suggested by Wattier et al.29 and Wilkinson et al.12. Nevertheless, a spillover of the Dictyocoela muelleri or D. duebenum between native local gammarids and the invasive non-native species from the Ponto-Caspian cannot be excluded. We found muscle infections in many amphipods found to be positive for Dictyocoela. This supports the suggestions of Wilkinson et al.12 and Grabner et al.2 that the horizontal transmission of these parasites is possible, in addition to the vertical transmission observed in some Dictyocoela lineages5,6,36, thus making a host shift event possible.
The Baikal Lake basin is particularly interesting. The D. duebenum parasites infecting Gmelinoides fasciatus and other Baikalian amphipods (SD3-13, Supplementary Fig. S1a) are rarely clustering together with Gammarus lacustris sampled in the lake vicinity (SD14, 16–18, 26, 29), with some exceptions (sequence SD16 from Gm. fasciatus; sequences SD 23, 24 from Eulimnogammarus cyaneus). This result conforms with observations by Ironside and Wilkinson27, who suggest that an exchange of Microsporidia between Baikalian and non-Baikalian hosts have occurred in the past, but are relatively rare.
The only lineage that may show some degree of host limitation is D. berillonum. In our study, this parasite was found exclusively in Ponto-Caspian hosts (Supplementary Fig. S1b). Wilkinson et al.12 and Grabner et al.2 also found this parasite to infect Ponto-Caspian hosts outside their native range. Recently, Etxabe et al.36 recorded a high prevalence of D. berillonum infecting the Ponto-Caspian invader D. haemobaphes, a recent colonizer of UK freshwaters. Interestingly, they recorded the same (and most common) haplotype as recorded by Grabner et al.2, and in our study (SB1, Fig. 2). In the light of these results from central and western Europe, the distribution of the D. berillonum lineage appears to be found exclusively in Ponto-Caspian host species and could be a result of successful co-invasion of the parasites alongside the host, as suggested by Grabner et al.2. However, to contradict this hypothesis, the first records of this parasite species came from several non-Ponto-Caspian amphipod species: they were frequent in Echinogammarus marinus in UK and in E. berilloni in France, and more sporadic in Gammarus duebeni duebeni, G. tigrinus, and Melita palmata5. All the SSU sequences of these parasites were a single haplotype in all 5 host species. It should be noted that Echinogammarus hosts share a phylogenetic proximity with Ponto-Caspian gammarids37 and therefore, an ancestral infection of these host groups cannot be dismissed. In addition, a more recent spillover on ecologically closely-related hosts (Melita or Gammarus) is not impossible to consider.
The biogeography of Dictyocoela spp. appears to be complex and poorly understood. Globally, our findings highlight the lack of knowledge about the dispersal ability and the specificity of Microsporidia that infect gammarids. It cannot be excluded that spores disperse freely within the water current and may be transmitted not only through direct contact between hosts but via environmental methods. The spores of fish-infecting Microsporidia can be infectious even after one year of being outside their host’s body in the aquatic environment38. The presence of vectors or reservoir species may also explain the successful spread of some particular lineages between populations of different crustacean hosts39. Even if some authors suggest high host specificity for many microsporidia40, there are Microsporidia infecting many, sometimes unrelated, species11. Vossbrinck et al.41 reported Octosporea muscaedomesticae to infect seven species of calyptratae flies, and Solter et al.42 reported Cystosporoenes sp. infecting 19 lepidopteran species. Also, Pleistophora muelleri infecting Gammarus duebeni is suspected to use fish as intermediate or reservoir host43. The newest methods of species identification based on environmental DNA metabarcoding could help to test the dispersal abilities of Microsporidia in the aquatic ecosystem, and identify possible vectors or reservoir species44.
Another possibility for explaining the puzzling distribution of Dictyocoela in their amphipod hosts is to consider that these Microsporidia diversified before the host species did. They could have different (co-)evolutionary histories within the different diversifying host clades, but the precise evolution could be masked by frequent host shifts (at both the ecological and evolutionary time scales). An interesting study has been made in Gammarus duebeni across its natural range10, supporting the hypothesis that there could have been co-radiations of different Microsporidia in this host species, even if no clear relationship was established within the host phylogeny. Contrastingly, links between microsporidian infections and ecological features were also found, the parasites of animals living in freshwater belonged to different clades than those of hosts living in brackish water. We believe that only detailed studies including complete histories of host and parasite (co-)diversifications can help to understand the Dictyocoela infection pattern in gammarids.
Material and Methods
Sampling and light microscopy
Our study is based on material from 3,862 individual amphipods, collected during several field expeditions between 2000 and 2012 from 95 sites located in 15 countries, which altogether cover a large area of Western, Central and Eastern Europe (Supplementary Table S1). The collection consisted of two sample sets: 1) samples from which material was brought fresh to the laboratory in order to preserve correctly for light and electron microscopy analysis, as well as the subsequent molecular analysis and (1,015 individuals from 33 sites); 2) samples preserved in ethanol on site (2,847 individuals from 62 sites). Such a strategy was used as a compromise due to logistic constraints that prevent keeping and housing live material collected in remote places for a prolonged time. The animals were collected using standard kick sampling procedure. Gammarids were sorted out in the field, transported to the laboratory either fresh or directly stored in 96% ethanol and identified to species level. All the analysed material is kept in the collections of the Department of Invertebrate Zoology and Hydrobiology, University of Lodz, and in the Laboratory of Biogeosciences, University Bourgogne Franche-Comte, Dijon.
Individuals of freshly collected gammarids were dissected, and pieces of tissues were fixed in 96% ethanol for molecular analyses. Animals with a visible white coloration (possible signs of microsporidian infection) were used to prepare the light-microscope slides. First, the infected tissues were smeared on microscope slides. Then the smears were air dried, fixed in methanol and stained with Giemsa-stain solution. Both living and methanol-fixed Giemsa-stained spores were observed and measured under an Olympus BX50F4 microscope using the attached camera and PC computer with the Analysis Pro 2.11 software.
Material directly preserved in 96% ethanol was used to reveal the geographic distribution of Dictyocoela spp. All these individuals were screened with molecular methods for the presence of Microsporidia.
DNA extraction, amplification and sequencing of microsporidian SSU, ITS and partial LSU rDNA
Microsporidian DNA was co-extracted with host DNA. Around 4 mm3 of the host tissue including muscles and gonads was homogenized in a 1.5 ml tube containing 200 ml of Queen’s lysis buffer45 using a plastic pestle and incubated overnight at 55 °C with 5 ml of proteinase K (20 mg/ml). DNA was then extracted based on a standard phenol-chloroform method46. Air-dried DNA pellets were re-suspended in 100 ml of TE buffer, pH 8.00. The microsporidian SSU rDNA, ITS and partial LSU rDNA operon was amplified as two overlapping amplicons using the Microsporidia specific primer pairs: V1f (forward) (5′-CACCAGGTTGATTCTGCCTGAC-3′45) with MC3r (reverse) (5′-GATAACGACGGGCGGTGTGTACAA-3′7 and HG4f (5′-GCGGCTTAATTTGACTCAAC-3′47) with 580r (reverse) (5′-GGTCCGTGTTTCAAGACGG-3′48). A negative control containing no DNA was included in each set of PCR reactions. The PCR conditions were as follows: an initial denaturing step at 94 °C for 2 min was followed by 35 cycles of 94 °C for 20 s, 55 °C for 45 s and 65 °C for 1 min 50 s, final extension at 65 °C for 5 min. The PCR product was visualized on the 2% agarose gel in order to identify the infected individuals. All the PCR products were purified with exonuclease I (Burlington, Canada) and FastAP alkaline phosphatase (Fermentas) treatment and sequenced directly with the BigDye technology by Macrogen Inc., the Netherlands. All PCR products were sequenced in both directions using the primers mentioned above. The microsporidian sequences were edited using BioEdit software49. Combining sequencing data from the two PCR products allowed us to analyze the full SSU rDNA (ca 1300 bp), full ITS (ca 40 bp) and partial LSU rDNA (ca 430 bp).
To complete our molecular dataset with Dictyocoela sequences available in GenBank, we performed a BLAST search50 using all our sequences as queries. All the resulting sequences without any undetermined nucleotides that showed at least 90% similarity to the query were included in the dataset for further analyses.
The sequences were aligned in the MAFFT 7 software51 using the E-INS-i algorithm (alignments available in Supplementary material). Prior to any phylogenetic analyses presented below, we identified the number of haplotypes in DnaSp52, and determined the model of sequence evolution for each dataset with bModelTest53 in BEAST 2.4.654.
First, an alignment of partial SSU rDNA (524 bp) combined our 108 newly produced sequences with the 108 Dictyocoela sequences available in GenBank (Supplementary Table S2). As an outgroup, we used four GenBank-obtained sequences of aquatic Microsporidia placed, similarly to Dictyocoela, in the Class Marinosporidia (AF044391, GQ203287, GQ246188, KX364285)7,14,26. This first dataset was used to (1) show relationship of our sequences with as much as possible Dictyocoela sequences available in GenBank, taking into account that the majority of deposited sequences are relatively short; (2) evaluate the ability of short SSU rDNA sequences to produce resolved phylogeny at a shallow taxonomic level. We performed Bayesian and Maximum Likelihood (ML) analyses. The preferred model of nucleotide substitution was General Time Reversible (GTR) with gamma-distributed rate heterogeneity (G) and a significant proportion of invariable sites (I). The ML analyses were run in MEGA755 with 1,000 bootstrap replicates implemented as a test for robustness of the tree topology. The Bayesian phylogeny was reconstructed using MrBayes software56. Four heated chains, two million iterations long, and sampled every 500 iterations. The runs obtained satisfactory Effective Sampling Sizes (ESS > 200) and the potential scale reduction factor values equaled 1 for all parameters. The 50% majority-rule consensus tree was constructed after removal of 10% burn-in phase.
Second, we combined our sequences of SSU rDNA, ITS and partial LSU rDNA (48 haplotypes) and aligned them with the type sequences of Terry et al.5 as well as with the sequence of D. diporeiae (KF537632). This analysis aimed at producing the phylogenetic tree with the highest-possible topology resolution. The Bayesian phylogeny reconstruction was set up based on partitions, one for each marker, and substitution models were set as follows: SSU: General Time-Reversible (GTR) model of evolution with gamma-distributed rate heterogeneity (G) and a proportion of invariable sites (I) GTR + G + I, ITS: Jukes-Cantor (JC69) + G, LSU: Tamura-Nei (TN93) + G + I. Additionally, the Bayesian phylogeny was reconstructed using the same evolution models for SSU rDNA and LSU rDNA in order to compare the tree topologies and verify if the long SSU fragment could offer better resolution than shorter ones or if the partial LSU alone provides enough phylogenetic information. The Bayesian phylogeny reconstructions were performed in BEAST 2.4.654 using 50 million iterations of Markov Chain Monte Carlo (MCMC) and sampled every 5,000 MCMC iterations and Birth-Death model as a prior tree. For each data set, four independent runs were performed. Runs were analyzed using Tracer 1.657 and attained the Effective Sampling Sizes (ESS) > 200. To generate the final cladogram, the trees from separate runs were combined using LogCombiner and then annotated with TreeAnnotator, in BEAST 2.4.6 package54.
Molecular species delimitation
To explore the number of molecular operational taxonomic units (MOTUs) that may represent potential species within the Dictyocoela clade, we applied the tree-based phylogenetic approach using the Multi-rate Poisson Tree Processor (mPTP) proposed by Kapli et al.58. The mPTP method accounts for different levels of intraspecific genetic diversity deriving from differences in either the evolutionary history or number of lineages sampled within each species. The program uses the Akaike Information Criterion to select the best-fitting tree to input the number of species. As the input tree, we used the Bayesian maximum clade credibility phylogeny based on the combined three markers. The delimitation was carried out using mPTP webserver: http://mptp.h-its.org.
In addition, we performed the distance-based barcode-gap approach using the Automatic Barcode Gap Discovery (ABGD) software59. The ABGD method is based upon pairwise distance measures and is restricted to a single locus, thus we performed this analysis separately for the SSU, ITS and LSU. ABGD was used with a set of values of relative gap width (X ranging from 0.1 to 5) and two distance metrics (p, K2P), with the other parameters at default values.
Genetic diversity of Dictyocoela lineages
The DNA sequence polymorphism parameters, i.e. haplotype diversity (Hd) and nucleotide diversity (π), were calculated by using DnaSP 5.10.0152. The mean molecular distances between and within clades identified in our dataset were calculated with MEGA755.
Detection of molecular diagnostic features
We applied discrete nucleotide substitutions as molecular descriptive characters used in formal species descriptions, following Grabowski et al.60. Diagnostic character analysis was first performed in BOLD (www.boldsystems.org)61 based on p-distance and performed for the combined markers obtained in our study (SSU, ITS and partial LSU, ca 1780 bp). The analysis identifies consensus nucleotide sequences from each MOTU and compares them to those sequences from other groups to eventually characterize each consensus nucleotide.
Transmission electron microscopy
The ultrastructure was analyzed for seven specimens representing main clades identified on the phylogenetic trees (see Results). Samples of infected tissues were fixed in a 2.5% (v/v) glutaraldehyde in a 0.2 M sodium cacodylate buffer (pH 7.4) for 3–7 days. After washing and post-fixation in 2.0% (w/v) osmium tetroxide in the same buffer for 1 h at 4 °C, the pieces were dehydrated in a graded series of ethanol and acetone and embedded in Epon-Araldite solution using a standard procedure62. Blocks of embedded tissues were sectioned with an LKB III ultra-microtome. Semithin sections (0.7 µm thick) were stained with methylene blue. Ultrathin sections were then mounted on copper grids. After contrasting with uranyl acetate (10 min) and lead citrate (15 min), the sections were examined using a JEOL 1010 electron microscope at 75–80 kV.
GenBank accessions of 43 haplotypes identified based on SSU, ITS and partial LSU rDNA are MG773213-MG773260.
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We are grateful to many people who assisted us in collecting specimens, in particular Natalija Rubtsova and Vladimir Sarabejev from Zaporizhzhya National University, Ukraine. We thank Monika Ulatowska, Ewelina Dzierbicka, Justyna Nikołow and Łucja Drozdowska for their assistance in the lab work. We also thank Jamie Bojko from the University of Florida for his invaluable help in language improvement. This research was supported by the grants No. 3 P06K 030 23; NN304081535; N N304 350139 of the State Committee for Scientific Research in Warsaw, Poland and by the internal funds of the Department of Invertebrate Zoology and Hydrobiology, University of Lodz, Poland as well as by the French Agence Nationale de la Recherche (Grant ANR-15-CE32-0006).
The authors declare no competing interests.
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Bacela-Spychalska, K., Wróblewski, P., Mamos, T. et al. Europe-wide reassessment of Dictyocoela (Microsporidia) infecting native and invasive amphipods (Crustacea): molecular versus ultrastructural traits. Sci Rep 8, 8945 (2018). https://doi.org/10.1038/s41598-018-26879-3
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