Literature DB >> 27556403

DNA Barcoding Reveals High Cryptic Diversity in the North Eurasian Moina Species (Crustacea: Cladocera).

Eugeniya I Bekker1, Dmitry P Karabanov1,2, Yan R Galimov1,3, Alexey A Kotov1.   

Abstract

Species of the genus Moina Baird (Cladocera: Moinidae) often dominate freshwater crustacean communities in temporary water bodies. Several species of Moina are used as food for fish larvae in aquaculture, as bioindicators in toxicological studies, and as common subjects for physiological studies. The aim of this paper is to estimate biodiversity of Moina in northern Eurasia using the standard DNA barcoding approach based on the cytochrome c oxidase subunit I (COI) gene. We analysed 160 newly obtained and 157 existing COI sequences, and found evidence for 21 phylogroups of Moina, some of which were detected here for the first time. Our study confirmed the opinion that the actual species diversity of cladocerans is several times higher than is presently accepted. Our results also indicated that Moina has the second richest species diversity among the cladoceran genera (with only Daphnia O. F. Mueller having a greater diversity of species). Our study strongly supports division of Moina into two faunistic groups: European-Western Siberian and Eastern Siberian-Far Eastern, with a transitional zone at the Yenisey River basin (Eastern Siberia). Here, we refrain from taxonomic descriptions of new species, as this requires a thorough morphological and taxonomic study for each putative taxon.

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Year:  2016        PMID: 27556403      PMCID: PMC4996527          DOI: 10.1371/journal.pone.0161737

Source DB:  PubMed          Journal:  PLoS One        ISSN: 1932-6203            Impact factor:   3.240


Introduction

Cladocerans, or water fleas, are microcrustaceans that often play important roles in aquatic food webs [1, 2]. The typical life cycle of cladocerans involves cyclical parthenogenesis and the production of resting eggs. These propagules are protected from unfavorable environmental conditions and are dispersed by other animals such as water birds [1, 3–5]. The vagility of cladocerans has contributed to an historical misconception that most species are "cosmopolitan" in their geographic distributions [6-10]. However, David Frey [11-12] provided morphological and biogeographic evidence that many cladocerans, in spite of their dispersal ability, have regional distributions. Subsequent morphological studies have also found evidence that widely distributed taxa in many different groups of Cladocera are composed of a series of locally distributed biological species [12-16]. Early molecular studies that dealt mostly with the genus Daphnia O. F. Mueller [17-23], and much less with other groups [24-30] also supported regionalism. These molecular studies confirmed only a few near cosmopolitan cladoceran species–in these cases distribution patterns were affected by anthropogenic introductions [23]. The number of publications demonstrating cryptic species in various invertebrate taxa increased after applying DNA barcoding (i.e. use of short gene sequences for species identification [31]). In invertebrates, a fragment of the mitochondrial COI gene was found to be an informative molecular marker for such studies [32-33]. COI data were successfully used for taxon delimitation in cladocerans as well [34-36]. In a few cases, detailed morphological analysis of reconstructed genetic clades allowed descriptions of some new taxa [37-40]. In most cases cryptic lineages still await formal taxonomic recognition. Temporary and semi-temporary water bodies can have unique fauna [5, 41–42] but remain poorly studied. In such localities, species of the genus Moina Baird are often dominant among freshwater microscopic animals [43-44]. By virtue of very high reproduction rates, some moinids are used in commercial aquaculture as food for fish larvae [1, 43]. Moreover, some species of the genus Moina are used as the "standard" test objects in toxicological and in physiological studies [45-47]. Still, the genus has received little attention by taxonomists [48-66] since the revisions of Goulden [43] and Smirnov [44]. At the same time, it is known that the morphological variability of moinid populations is high and the genus taxonomy is not completely resolved–some taxa are in fact represented by groups of cryptic species [44, 67, 68]. The first molecular study of species boundaries in Moina was performed by Petrusek et al. [67] who demonstrated that populations of M. cf. micrura from Europe and Australia belong to two different biological species, while populations of M. macrocopa from Czech Republic and Uganda presumably belong to the same species. Tatsuta et al. [69] isolated a set of microsatellite markers for Moina macrocopa suitable "for assessing cryptic genetic structure", but these markers were never used in any subsequent studies. The DNA barcoding studies of the genus were started by Elías-Gutiérrez et al. [35], followed by Jeffrey et al. [36], Prosser et al. [70] and Dumont et al. [65]. Finally, a comprehensive study of the Moina brachiata group in Hungary was made by Nédli et al. [42]. Based on COI and 16S diversity, the latter authors found four cryptic species in Hungary alone. Greater geographic sampling is warranted to better assess the cryptic diversity of the genus. Moinids contain over 25 named species [65, 71], and it is presently difficult to make a study with all of these taxa. At the same time, it is known that moinids avoid Arctic/Subarctic area and are rare in adjoined boreal territories [43–44, 67]. The number of taxa in the northern portion of Eurasia is presumably not that high, and the study of this region can be used as a starting point for the global assessment of biodiversity. The aim of this paper is to investigate the biodiversity of Moina of northern Eurasia using COI gene.

Materials and Methods

Field collection

Field collection in Russia was carried out by our team or by our colleagues as part of a governmental project "Ecology and biodiversity of aquatic ecosystems and invasions of alien species" (№ 0109-2014-0008), with governmental permission to collect samples from public property. Sampling in the natural reserves of Russia was conducted with special permission of their directors (V.E. Kirilyuk, the Director of Daursky Biosphere Reserve, Zabaikalsky Territory and Yu.P. Suschitsky, the Director of State Khankaisky Biosphere Reserve, Primorsky Territory). All collected samples were listed in special reports to the administration of the reserves. Verbal permissions to collect in private farm ponds were obtained from local owners. Mongolian samples were taken by the Joint Russian-Mongolian Complex Biological Expedition with permission of the Ministry of Nature, Environment and Tourism of Mongolia. Some samples from Hungary, Ukraine, Kazakhstan and China were provided by our colleagues having permissions to collect them due to their activity as hydrobiologists in governmental institutes in their countries. The field studies did not involve endangered or protected species. Specimens were collected by plankton nets with diameter of 20–40 cm and mesh size of 30–50 μm, and rectangular dip nets of same mesh size with widht of 0.2–0.3 m, handle length of 0.5–2 m, and preserved in 90–96% alcohol. Before the start of the genetic studies, each specimen was preliminarly identified based on its morphology [43–44, 72].

DNA sequencing

Genomic DNA was extracted using Wizard Genomic DNA Purification Kit (Promega Corporation, Madison, WI, USA) according to the manufacturer’s instructions. The polymerase chain reaction (PCR) was used to amplify a 710 bp fragment of the 5' region of the COI gene using the redesigned universal primer pair jgHCO2198 and jgLCO1490 [73], tailed with the M13 sequence [74], which was necessary due to a high level of degeneracy of the primers [75, 76]. These primers were used for amplification of all ingroup and outgroups. The 25-μL PCR reaction consisted of 2 μL of genomic DNA, 8.5 μL of double-distilled H2O, 1 μL of each primer (10 mM) and 5 μL PCR 5x Taq ScreenMix-HS (Evrogen, Moscow, Russia). PCR conditions used for the COI amplification were as following: 1 cycle of 5 min at 95°C, 40 cycles of 60 s at 95°C (denaturation), 90 s at 42°C (annealing) and 90 s at 72°C (extension), followed by 1 cycle of 6 min at 72°C. The PCR products were electrophoresed in a 1.5% agarose gel stained with ethidium bromide and were visualized under UV light. A 0.1–3 kb DNA ladder (SibEnzyme, Novosibirsk, Russia) was used for the estimation of the amplicon length. The obtained PCR products were reprecipitated at room temperature by adding ethanol to the final concentration of 70% and ammonium acetate to the final concentration of 125 mM. The DNA precipitate was washed with 70% ethanol, dried, and dissolved in distilled water. About 0.3 pmol of the PCR product and 3.2 pmol of the relevant primer were used for the sequencing reaction. Each PCR product was sequenced bi-directionally using an ABI 3730 DNA Analyzer with ABI PRISM BigDye Terminator v. 3.1 sequencing kit (Applied Biosystems, USA). A single consensus sequence was assembled using the forward and reverse sequences using CodonCode Aligner v. 6.0.2 (CodonCode Corp, USA). DNA sequences were submitted to the NCBI GenBank database (accession numbers KX168502-KX168592) (S1 Table).

Analysis of genetic divergence

The authenticity of the sequences was verified by BLAST comparisons. Bidirectional sequencing of all nucleotide sequences was proofread, edited and assembled in UGENE v. 1.22.0 package [77]. We used COI sequences from previous studies [33–36, 42] and some directly deposited sequences available from GenBank (S2 Table) and aligned them with our original sequences. Several taxa of the Daphniidae, the family which is a sister group to Moinidae [4], were used as outgroups. The sequence of "Moina sp." (GenBank KC617696.1 [69]) was excluded as not belonging to Moina. The DNA sequences were first automatically aligned using the ClustalX algorithm [78] using default options and then manually edited. The primer sequences were removed from the alignment prior to any further analysis, which therefore was based on the 657 bp fragment. To analyse the polymorphism among Moina populations, the following parameters were evaluated: the number of polymorphic sites (S), number of haplotypes (h), haplotype diversity (Hd), nucleotide diversity (Pi), average number of nucleotide differences (k) and Tajima's neutrality test (D). All calculations were performed using DnaSP v. 5.1 [79] and MEGA v.6 [80]. The best-fitting models of nucleotide substitution were selected in jModelTest 2.1.7 [81] based on the likelihood scores for 88 different models and the Akaike information criterion [82]. The best model was general time reversible [83] with a gamma distribution and proportion of invariable sites (GTR+G+I). Ceriodapnia and Daphnia species were employed as suitable outgroups in phylogenetic tree reconstruction. The maximum likelihood (ML) analysis (which used the GTR+G+I evolutionary model), minimum evolution (ME) method and maximum parsimony phylogeny reconstruction was performed with MEGA v.6 and bootstrap resampled 1000 times. Bayesian analyses (BI) were performed in MrBayes v.3.2.6 [84]. Four independent Markov chain Monte Carlo (MCMC) analyses were run simultaneously for 5 million generations and sampled every 1000 generations. The first 25% of the generations were discarded as the burn-in and a 50% majority rule consensus tree was calculated from the remaining trees. The mean genetic sequence divergence between major phylogroups was calculated in MEGA v.6 using Tamura 3-parameter model [85] and gamma rates distribution with the shape parameter estimated by jModelTest and with pairwise deletion of gaps and 10000 bootstrap resampled. Substitution pattern and rates were also estimated under the Tamura model [82]. Species clusters were collapsed using the FigTree Version 1.4.2 Collapse module.

Results

The overall sequencing success rate was about 70%. The high failure rate was mainly due to problematic clades, i.e. Moina cf. micrura from the Far East of Russia (presumably M. chankensis), for which not a single sequencing was successful. PCR failure may have resulted from sequence mismatches of the template at the primer binding site. The alignment contained 160 original and 157 NCBI GenBank COI sequences. We identified (for Moina only) 635 conserved sites (excluding sites with gaps/missing data), including 386 invariable sites, 249 variable sites, 397 number of mutations, 6 singleton variable sites and 243 parsimony-informative sites. The A+T content (67%) was higher than the G+C content (36%), similarly to other cladocerans and all invertebrates (see records in Wang et al. [86]). The estimated transition/transversion bias t is 3.27. The levels of genetic differentiation (mean between-clade Tamura 3-parameter distance) of revealed lineages ranged from 3.9% to 28.1% (Table 1 and S3 Table).
Table 1

Polymorphism of the COI gene mtDNA in Moina populations.

Phylogroup numberPhylogroup namenShHdPikTajima’s DHaplotype numbers
DP
1Moina cf. brachiata clade A2921130.9360.0085.08-0.329>0.10H_24, H_25, H_36, H_48, H_49, H_50, H_51, H_52, H_54, H_58, H_77, H_78, H_79
2Moina cf. brachiata clade B24550.7280.0021.09-0.521>0.10H_01, H_06, H_15, H_16, H_38
3Moina cf. brachiata clade C10230.5110.0010.55-0.690>0.10H_03, H_04, H_46
4Moina cf. brachiata clade D141360.8570.0074.680.583>0.10H_17, H_23, H_39, H_41, H_44, H_69
5Moina cf. brachiata clade E3814110.7850.0053.11-0.205>0.10H_68, H_70, H_71, H_72, H_73, H_74, H_75, H_76, H_80, H_81, H_84
6Moina cf. brachiata clade F5330.7000.0031.600.699>0.10H_09, H_82, H_83
7Moina cf. brachiata clade G81840.6430.0074.67-1.687<0.05H_26, H_27, H_28, H_47
8Moina cf. micrura clade H6330.6000.0021.400.338>0.10H_02, H_08, H_53
9Moina cf. micrura clade I13640.7560.0042.430.959>0.10H_22, H_43, H_92, H_93
10Moina cf. micrura clade J201-----H_56
11Moina cf. micrura 5 Mexico1701-----H_89
12Moina cf. micrura 4 Mexico401-----H_94
13Moina cf. micrura 1 Mexico19860.7130.0042.460.267>0.10H_60, H_61, H_62, H_63, H_64, H_65
14Moina sp. Canada1-1-----H_59
15Moina cf. micrura 2 Mexico35530.1130.0010.39-1.775>0.05H_66, H_87, H_88
16Moina lipini7530.7140.0031.714-0.792>0.10H_20, H_21, H_45
17Moina macrocopa amiricana9730.6390.0053.110.927>0.10H_67, H_90, H_91
18Moina cf. macrocopa clade L6320.6000.0031.801.909>0.05H_31, H_32
19Moina macrocopa macrocopa3633110.8520.01711.611.471>0.10H_11, H_13, H_14, H_18, H_19, H_37, H_40, H_42, H_57, H_85, H_86
20Moina cf. salina clade N91360.8330.0042.88-1.889<0.05H_29, H_30, H_33, H_34, H_35, H_95
21Moina cf. salina clade O131250.8080.0063.970.113>0.10H_05, H_07, H_10, H_12, H_55
Total3052499495

n—sample size, S—number of polymorphic sites, h—number of haplotypes, Hd—haplotype diversity, Pi—nucleotide diversity, k—average number of nucleotide differences, D—Tajima's neutrality test, P—statistical significance Tajima’s D.

n—sample size, S—number of polymorphic sites, h—number of haplotypes, Hd—haplotype diversity, Pi—nucleotide diversity, k—average number of nucleotide differences, D—Tajima's neutrality test, P—statistical significance Tajima’s D. No indels or stop codons were observed in the alignment visually or by using the ORF module of the uGene program. The mean intraspecific divergence was 0.18, while the maximum intraspecific divergence was 0.28. In contrast, the average intraspecific divergence ranged from 0.04 to 0.13 (S3 Table). The separation of taxa based on the analysis of a single mitochondrial gene (i.e. COI) could be be complicated by the existence of functionless nuclear copies or pseudogenes [87, 88, 89, 90]. In the case of Moina we probably studied coding mitochondrial COI sequences. We found no evidence for pseudogenes such as stop codons and indels (see above). Also, a previous study of this genus revealed congruence of the COI phylogeny with that based on 16S and nuclear markers [42]. Original sequences together with the GenBank sequences could be associated with 21 phyloclades in ML search. We numbered all clades from Eurasia from ML search by capital letters from A to O, while the North American clades have no special abbreviations here and minimally discussed in this paper. For the brachiata-like taxa we used our own numeration of clades, different from that by Nédli et al. [42]. In total, we differentiate six clades of the brachiata-like taxa (A-G, all from Eurasia), eight clades of the micrura-like taxa (five North American clades and three Eurasian clades, H-J), a single clade for Moina lipini (K), three clades of the macrocopa-like taxa (single North American and two Eurasian clades, L-M), and two clades of the salina-like taxa (both from Eurasia, N-O) (Figs 1–4).
Fig 1

Eurasian sites from which diversity of the genus Moina has been analysed.

Upper panel—brachiata (blue symbols) and lipini (yellow symbols) groups, bottom panel—macrocopa (green symbols), micrura (red symbols) and salina (grey symbols) groups. A-M—15 clades revealed within Eurasian range. The initial map is from CIA public domain: https://www.cia.gov/library/publications/resources/the-world-factbook/docs/refmaps.html

Fig 4

Uncollapsed portion of the tree represented in Fig 2 for the macrocopa-like taxa.

Arrows indicate two sequences of Moina macrocopa macrocopa of presumably Canadian origin.

Eurasian sites from which diversity of the genus Moina has been analysed.

Upper panel—brachiata (blue symbols) and lipini (yellow symbols) groups, bottom panel—macrocopa (green symbols), micrura (red symbols) and salina (grey symbols) groups. A-M—15 clades revealed within Eurasian range. The initial map is from CIA public domain: https://www.cia.gov/library/publications/resources/the-world-factbook/docs/refmaps.html

Maximum likehood tree representing the diversity among phylogroups of Moina.

Symbols near Eurasian taxa correcpond to those in Fig 1. The support values of individual nodes are based on different variants of phylogenetic analysis: ML / ME / MP / BI. See Figs 3 and 4 for support of terminal clades.
Fig 3

Uncollapsed portion of the tree represented in Fig 2 for the brachiata-like taxa with support of terminal clades added.

Uncollapsed portion of the tree represented in Fig 2 for the macrocopa-like taxa.

Arrows indicate two sequences of Moina macrocopa macrocopa of presumably Canadian origin. Trees constructed by different methods are in general congruent, but support of different clades is somewhat different in different types of the analysis. The following clades have a strong support in any types of the analysis: A + B; D + E; M. cf. micrura 5 + M. cf. micrura 4; M. sp. + M. cf. micrura 2. Few clades moderately supported in ML were not supported in BI (A+B+C; M. cf. micrura 5 + M. cf. micrura 4 + M. cf. micrura 1 + M. sp. + M. cf. micrura 2; K + L + M). In contrast, some other clades with a strong support in BI have worse support in ML (A + B + C + D + E; M. cf. micrura 1 + M. sp. + M. cf. micrura 2; M. macrocopa americana + L + M + N). The support of branches in ME and MP was in general similar with that in ML. As it is marked below, statistical support for the deep branches is low in all searches, the grouping of the deeper clades preliminarly support separation of three super-clades: (1) the brachiata-micrura group, (2) the macrocopa-lipini group, (3) the salina group. Note that the brachiata and micrura-like clades do not form monophyletic groups in our tree, see Discussion.

The brachiata-like clades (Fig 3)

Clade A is present in Hungary [42], southern portion of European Russia and Western Siberia up to Novosibirs Area (up to about 79°E). Clade B is found in west-southern portion of Eastern Siberia, Mongolia and Chinese Tibet. One more sequence from China present in the GenBank was attributed to this clade, but there is no detailed information on the locality from where is the speciemen originated. It is obvious that this clade is widely distributed in China, from South to the North of the country. Clade C is found only in three close localities in Saratov Area (south portion of European Russia). Clade D is present in Hungary [42], Ukraine and southern portion of European Russia. Clade E is found in Hungary only, where it is the most common phylogroup [42], but it is fully absent in European Russia, well-represented by our samples. Clade F is found in Hungary [42] and south portion of European Russia. Clade G is present in Mongolia and Transbaikalian portion of Eastern Siberia.

The micrura-like clades

Clade H is found only in southern portion of European Russia. Clade I is present in Hungary [42], southern portion of European Russia, Kazakhstan. A single population is present in South Korea (sequence of Prosser et al., 2013), but it could be a case of a human-mediated introduction, see below. Clade J is represented by two specimens from s single population in Kazakhstan. Five other clades are found in North America [35-36].

The lipini clade

Clade K is found in central and southern portion of European Russia.

The macrocopa-like clades (Fig 4)

Clade L is found only in two localities in Transbaikalian Area, Eastern Siberia, we can assume that this is a locally distributed phylogroup. Clade M (Moina macrocopa macrocopa) is widely distributed, it was detected in Hungary [42], north and south portions of European Russia, Western Siberia, Eastern Siberia, Far East of Russia and even Kamchatka Peninsula. Two sequences from this clade [33, 34] are known from the GenBank and presumably belong to Canadian populations (but it needs to be specially checked, see below). Remarkably, there are two geographical sub-clades within the clade M in the ML tree, European-Western Siberian and Easter Siberian-Far Eastern, but support of these clades is low.

Discussion

Cryptic diversity in Moina from Palaearctic

Hebert et al. [31-32] proposed to consider two clades as distinct species if the divergence between them in COI sequences is greater than 3%, lower values (0.7–2.2%) suggest a recent divergence of a clade. Here we accept this approach for the species delimitation, keeping in mind possible differences in the mutation rates among different groups. Our study confirms the opinion that the real diversity of the cladocerans is several times higher than is accepted now [2, 91]. We found several cryptic species complexes within M. macrocopa, M. brachiata, M. micrura and M. salina, species confirming preliminary conclusions of Petrusek et al. [67] and Nédli et al. [42]. In comparison to previous publications, we significantly increased the number of revealed phylogroups which presumably correspond to biological species. It needs to be pointed out that our study has covered only the northern half of Eurasia, while the whole southern half of the continent is unexplored, as well as other continents (except of some portions of North America). In addition, only a small portion of the Moina species were investigated, while M. weismanni (common in different regions of Eurasia [43, 60, 54, 56, 57], M. reticulata (common in the Neotropics [43]), several Australian endemics [92], several newly described endemics with a very particular morphology [62, 64, 66], M. cf. micrura in Far East (for which we had samples, but, for unknown reasons, all PRCs were not successive), and many other species were out of our attention due to absence of a DNA-available material. Petrusek et al. [93] proposed that "species-rich groups that have mostly escaped the interest of molecular taxonomists and molecular ecologists (e.g., cladoceran genera Ceriodaphnia, Diaphanosoma, Moina, most members of the cladoceran families Chydoridae and Macrothricidae, as well as a wide range of freshwater copepods) hide enormous diversity that remains to be discovered". Now we can confidently assume that the number of moinid species is comparable to that in Daphnia, meaning that Moina is one of the largest genera of the Cladocera. Even after the splitting of Alona Baird into many species [16, 94], Moina could be regarded as the second most species rich Cladoceran genus, after Daphnia O. F. Mueller. Our study strongly supports the non-cosmopolitism concept [11-12]. Among studied taxa, only a single taxon is presumably present both in Europe and North America, M. macrocopa macrocopa (clade M). However, this conclusion is based on two sequences of dubious, presumably Canadian, origin (marked by arrows in Fig 4). They originated from the publication [33-34] with no exact information on the localities. Origin of this population could be explained by a human-mediated introduction. Even both sequenced specimens could be originated from a laboratory culture of European origin instead of a Canadian locality. At the same time, these specimens could be really from a Canadian population. Colonization of New World by M. macrocopa macrocopa as a result of human-mediated introduction was documented several times by morphological taxonomists [63, 95, 96, 97]. There are no other species shared between Eurasia and North America, or/and any other continents. It is known that at least the micrura- and the macrocopa species groups have taxa on different continents, including even Australia. Such multi-continental pattern could be regarded as a confirmation of ancient, possibly Mesozoic, differentiation within these species groups that occurred before the continental break up, similarly to the subgenera and some species groups of Daphnia [98] or Simocephalus [30]. It is known that Moina diversity exploded in the Mesozoic, since ephippia, possibly belonging to this genus, were found in the Mongolian locality from the Jurassic/Cretaceous boundary [4, 99]. In contrast, a differentiation of the brachiata-like taxa presumably took place in Eurasia already after break up of the continents, as no brachiata-like populations were found in New World and Australia [43]. For the moment, the exact geographic boundaries of phylogroup distributions remain unknown, but many of the phylogroups provisionally seem to be endemics of some relatively local territories. Such situation does not seem to be exceptional among different groups of the cladocerans [86]. There is a general rule in the distribution of different phylogroups within different species groups: except of widely distributed M. macrocopa macrocopa, they could be subdivided into (1) European-Western Siberian (A, C, D, E, F, H, I, J, K, O) and (2) Eastern Siberian-Far Eastern (B, G, L, N). The exact boundary between the former and the latter is somewhat different in brachiata, macrocopa- and salina-groups. In general, we can draw a transitional zone between the European-Western Siberian and Eastern Siberian-Far Eastern phylogroups (= faunistic complexes) in the Yenisey River basin (highlighted in Fig 1A in blue and in Fig 1B in green). Preliminary analysis of the COI divergence in different group of Moina shows that this gene has a strong phylogeographic signal, but more sequences are necessary for good haplotype networks and phylogeographic conclusions based on them. The study of the micrura-like taxa must be continued, because for some reasons we do not have genetic information on the populations from Eastern Siberia and Far East of Russia. There is a chance that a single population of M. micrura from clade I (sequences of [69]) appeared in South Korean reservoir due to a human-mediated introduction. The very high lineage richness of the Moina in Carpatian and Transbaikalian regions suggests that these boreal regions could be important centers of diversity for the genus. Presumably, they could be associated with some refugia, where some lineages survived well-known cold and arid conditions of the Pleistocene, but further studies are necessary to understand exact pattern of the species distribution in Eurasia.

Consequences for the moinid studies

We found that several "traditional" taxa in Eurasia are represented by series of separate mitochondrial phylogroups. But there are some well-known limitations of the barcoding approach. For example, a hybridisation and nuclear introgression were previously demonstrated for some lineages of Daphnia [100-105]. Such phenomena could make the differentiation of biological species in the moinids much more complicated than barcoding diagnosing. But we agree with the opinion, that "ultimately, the responsibility of accurate identification of animal specimens rests with the researchers who determine species’ identity using a host of morphological characters" [105]. In the case of Moina, even the preliminary naming of such taxa is presently impossible. A checklist of all "species-group nominal taxa" sensu ICZN [106] composed by AAK (it is partly represented in [70]) contains 78 formal names which could be attributed to the genus Moina. Among them, there are four taxa from the brachiata-group, 15 taxa from the macrocopa-group, 11 taxa from the micrura-group, and four taxa from the salina-group (Table 2).
Table 2

List of formal taxa presumably belonging to four large groups of Moina.

Taxa are given in original spelling and ordered in each column chronologically.

The brachiata-groupThe macrocopa-groupThe micrura-groupThe salina-group
Monoculus brachiatus Jurine, 1820Daphnia macrocopus Straus, 1820Moina micrura Kurz, 1875Moina salina Daday, 1888
Moina lilljeborgii Schödler, 1877Moina flagellata Hudendorff, 1876Moina weberi Richard, 1891Moina mongolica Daday, 1901
Macrothrix magnantennula Cosmovici, 1900Moina fischeri Hellich, 1877Moina makrophthalma Stingelin, 1913Moina microphthalma Sаrs, 1903
Moina rectirostris var. caucasica Schikleev, 1930Moina paradoxa Weismann, 1880Moina macrocopa var. brevicaudata Вär, 1924Moina salinarum Gurneу, 1909
Moina bánffyi Daday, 1883Moina dubia lacustris Rammner, 1931
Moina azorica Moniez, 1888Moina dubia macrocephala Rammner, 1933
Moina paradoxa var. japonica Ishikawa, 1896Moina latidens Brehm, 1933
Moina rectirostris var. Casañi Arévalo, 1920Moina dubia var. parva Rammner in Jenkin, 1934
Moina esau Brehm, 1936Moina dubia var. baringoensis Jenkin, 1934
Moina esau var. dschirofti Hemsen, 1952Moina chankensis Uénо, 1939
Moina ganapatii Brehm, 1963Moina dodhui Rane, 1987
Moina macrocopa americana Goulden, 1968
Moina kazsabi Forró, 1988
Moina gouldeni Mirabdullaev, 1993

List of formal taxa presumably belonging to four large groups of Moina.

Taxa are given in original spelling and ordered in each column chronologically. The authors of these taxa in their original descriptions proposed some diagnostic characters, but most of these "diagnostic traits" seem to be dubious, at least, their value needs to be re-evaluated. Due to this Goulden [43] and then Smirnov [44] regarded all such taxa as junior synonyms of previously described species. The situation was not improved after these two global revisions, and more new taxa with such subjective diagnostic characters were added (see Table 2). In general, the problems in the Moina taxonomy are quite similar to those in Daphnia, see the critical discussion by Kotov [107]. As in the case of Daphnia, we believe that an accurate taxonomic revision based on male and ephippial female characters [103] could improve the taxonomy of Moina. The authors who studied morphology of the moinids were victims of the so-called "sharp" diagnostic characters and the so-called comb-shaped keys [108]. These keys [43–44, 71] are used now for determination of the moinids. They immediately identified a specimen with a strong pecten of teeth on the postabdominal claw as M. brachiata, a specimen with a specific (having tooth-like setules) seta on the penultimate segment of limb I–as M. macrocopa, and a specimen having no seta on the penultimate segment–as M. salina. No further investigations of other morphological traits were conducted. As a result, to date we do not have an adequate information on the morphological differences between brachiata, macrocopa and salina-like populations from different regions. For example, local M. salina-like clade from Mongolia and its vicinities could belong to M. mongolica Daday, but may be a new species. Interestingly, new lineages of Moina were found not only in poorly studied regions like Eastern Siberia (with only few studies concerning the genus reported from the area), but also in the southern portion of European Russia, in which numerous works on the genus have been conducted [109, 110]. Previous ecological works on Moina from Eastern Europe and other territories [52, 111, 112] in reality dealt with a number of taxa. As a result, the information on biology of separate "species" in previous summarizing publications [113, 114] is a chimerical mix composed from data on different taxa with possible differences in their ecological preferences.

Short comments on the moinid system

Before 2010, it was accepted that the family Moinidae includes two genera: Moina Baird and Moinodaphnia Herrick [43, 44, 71]. Hudec [56] proposed to subdivide the genus into two subgenera, Moina s.str. and Moina (Exomoina) Hudec, the latter taxon unites the species with two eggs in the ephippium and a large "exopodite" on male limb I. Hudec [56] studied specimens from Middle Europe only: M. brachiata, M. micrura, M. weismanni were included to the former subgenus; M. macrocopa and M. ephemeralis (the latter is a presumable junior synonym of M. lipini)—to the latter subgenus; M. salina was not placed to any subgenera. This subdivision has a great defect: very numerous Non-European taxa were not classified by the author, and still we have no ideas on their subgeneric status according to the scheme of Hudec [56]. Afterwards, Dumont et al. [65] even proposed to rise the status of Exomoina up to a separate genus and described one genus more, Micromoina Dumont, Rietzler et Kalapothakis, i.e. referring to a small COI tree. In our view, this step is wrong. Morphological differences between moinid species are less expressed than those between different species of Daphnia, but nobody tried to subdivide the latter genus into a series of genera. The divergence in the COI sequences in Moina is comparable with that between the genera of Daphniidae (Fig 2), but a COI tree could not be regarded as strong evidence for a taxonomic scheme. Separation of Moina into several genera will lead to taxonomic confusion, i.e. a difficulty in assigning names to specimens of non-European moinids (with undescribed ephippium and male) even up to genus level.
Fig 2

Maximum likehood tree representing the diversity among phylogroups of Moina.

Symbols near Eurasian taxa correcpond to those in Fig 1. The support values of individual nodes are based on different variants of phylogenetic analysis: ML / ME / MP / BI. See Figs 3 and 4 for support of terminal clades.

Even the subgenera of Moina by Hudec [56] are problematic according to our data. The grouping of the subgenus Moina (Exomoina) (clades K, L, M plus M. macrocopa americana), with two obvious morphological synapomorphies listed by Hudec [56], has moderate support in some variants of our phylogenetic analysis. But Moina s.str. clade (clades A-J plus clades of North American M. micrura) has insufficient support for any discussions of its monophyly. It is possible that this is a paraphyletic assemblage of some non-related taxa. At the same time, the separate status of M. salina group is obvious from our data. Therefore only new genetic and morphologic studies could result in an adequate moinid system.

Conclusions

Our study unambiguously confirms the existence of many phylogroups of the genus Moina in Eurasia. Congruence of these groups with biological species needs to be confirmed by a phylogenetic study based on nuclear genes and morphological analysis with the aim to find adequate diagnostic characters. Such studies need to be accompanied by taxonomic efforts for a proper naming of all taxa, i.e. descriptions of those new for science.

Complete list of sequences obtained in this study with information on locality, haplotype number and the GenBank accession number provided for each specimen.

Clade designations correspond to those in other tables. AR in list of states = Autonomous Republic. (DOC) Click here for additional data file.

Complete list of sequences from the GenBank that were used in our study.

(DOC) Click here for additional data file.

Intra-group and inter-group genetic distances of the 21 groups involved 657 nucleotide sequences of Moina.

Number of phylogroups correspond to thise in other tables. Standard error estimates are shown above the diagonal and were obtained by a bootstrap procedure (10000 replicates). Analyses were conducted using the Tamura 3-parameter model. The rate variation among sites was modeled with a gamma distribution. All ambiguous positions were removed for each sequence pair. (DOC) Click here for additional data file.
  43 in total

1.  Molecular systematics of European Hyalodaphnia: the role of contemporary hybridization in ancient species.

Authors:  K Schwenk; D Posada; P D Hebert
Journal:  Proc Biol Sci       Date:  2000-09-22       Impact factor: 5.349

2.  Biological identifications through DNA barcodes.

Authors:  Paul D N Hebert; Alina Cywinska; Shelley L Ball; Jeremy R deWaard
Journal:  Proc Biol Sci       Date:  2003-02-07       Impact factor: 5.349

3.  Barcoding animal life: cytochrome c oxidase subunit 1 divergences among closely related species.

Authors:  Paul D N Hebert; Sujeevan Ratnasingham; Jeremy R deWaard
Journal:  Proc Biol Sci       Date:  2003-08-07       Impact factor: 5.349

4.  Model selection and model averaging in phylogenetics: advantages of akaike information criterion and bayesian approaches over likelihood ratio tests.

Authors:  David Posada; Thomas R Buckley
Journal:  Syst Biol       Date:  2004-10       Impact factor: 15.683

5.  Increased yield of PCR product from degenerate primers with nondegenerate, nonhomologous 5' tails.

Authors:  Jerome C Regier; Diane Shi
Journal:  Biotechniques       Date:  2005-01       Impact factor: 1.993

Review 6.  The degenerate primer design problem: theory and applications.

Authors:  Chaim Linhart; Ron Shamir
Journal:  J Comput Biol       Date:  2005-05       Impact factor: 1.479

7.  Estimation of the number of nucleotide substitutions when there are strong transition-transversion and G+C-content biases.

Authors:  K Tamura
Journal:  Mol Biol Evol       Date:  1992-07       Impact factor: 16.240

8.  Probing the relationships of the branchiopod crustaceans.

Authors:  Jeremy R deWaard; Veronika Sacherova; Melania E A Cristescu; Elpidio A Remigio; Teresa J Crease; Paul D N Hebert
Journal:  Mol Phylogenet Evol       Date:  2006-01-09       Impact factor: 4.286

9.  Combined effects of algal (Chlorella vulgaris) density and ammonia concentration on the population dynamics of Ceriodaphnia dubia and Moina macrocopa (Cladocera).

Authors:  Ernesto Mangas-Ramírez; S S S Sarma; S Nandini
Journal:  Ecotoxicol Environ Saf       Date:  2002-03       Impact factor: 6.291

10.  Testing paleolimnological predictions with molecular data: the origins of Holarctic Eubosmina.

Authors:  R A Haney; D J Taylor
Journal:  J Evol Biol       Date:  2003-09       Impact factor: 2.411

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  8 in total

1.  First complete mitochondrial genome from family Moinidae, Moina macrocopa (Straus, 1820) (Cladocera; Moinidae).

Authors:  Sang-Eun Nam; Jaehee Kim; Jae-Sung Rhee
Journal:  Mitochondrial DNA B Resour       Date:  2022-06-10       Impact factor: 0.610

2.  Phylogeography of the Chydorus sphaericus Group (Cladocera: Chydoridae) in the Northern Palearctic.

Authors:  Alexey A Kotov; Dmitry P Karabanov; Eugeniya I Bekker; Tatiana V Neretina; Derek J Taylor
Journal:  PLoS One       Date:  2016-12-19       Impact factor: 3.240

3.  Contrasting phylogeographic patterns and demographic history in closely related species of Daphnia longispina group (Crustacea: Cladocera) with focus on North-Eastern Eurasia.

Authors:  Elena I Zuykova; Evgeniy P Simonov; Nickolai A Bochkarev; Sergey A Abramov; Natalia G Sheveleva; Alexey A Kotov
Journal:  PLoS One       Date:  2018-11-14       Impact factor: 3.240

4.  Contrasting endemism in pond-dwelling cyclic parthenogens: the Daphnia curvirostris species group (Crustacea: Cladocera).

Authors:  Alexey A Kotov; Derek J Taylor
Journal:  Sci Rep       Date:  2019-05-02       Impact factor: 4.379

5.  Unexpected endemism in the Daphnia longispina complex (Crustacea: Cladocera) in Southern Siberia.

Authors:  Elena I Zuykova; Nickolai A Bochkarev; Derek J Taylor; Alexey A Kotov
Journal:  PLoS One       Date:  2019-09-03       Impact factor: 3.240

6.  Unexpected mitochondrial lineage diversity within the genus Alonella Sars, 1862 (Crustacea: Cladocera) across the Northern Hemisphere.

Authors:  Anna N Neretina; Alexey A Kotov; Dmitry P Karabanov; Veronika Sacherova
Journal:  PeerJ       Date:  2021-02-01       Impact factor: 2.984

7.  Phylogeography of Daphnia magna Straus (Crustacea: Cladocera) in Northern Eurasia: Evidence for a deep longitudinal split between mitochondrial lineages.

Authors:  Eugeniya I Bekker; Dmitry P Karabanov; Yan R Galimov; Christoph R Haag; Tatiana V Neretina; Alexey A Kotov
Journal:  PLoS One       Date:  2018-03-15       Impact factor: 3.240

8.  DNA barcoding of southern African crustaceans reveals a mix of invasive species and potential cryptic diversity.

Authors:  Bezeng S Bezeng; Herman F van der Bank
Journal:  PLoS One       Date:  2019-09-16       Impact factor: 3.240

  8 in total

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