Abstract
Mediterranean marine biodiversity is still underestimated especially for groups such as nudibranchs. The identification of nudibranchs taxa is challenging because few morphological characters are available and among them chromatic patterns often do not align with species delimitation. Molecular assessments helped unveiling cryptic diversity within nudibranchs and have been mostly based on mitochondrial markers. Fast evolving nuclear markers are much needed to complement phylogenetic and systematic assessments at the species and genus levels. Here, we assess the utility of the nuclear Internal Transcribed Spacer 2 (ITS2) to delimit species in the eolid nudibranchs using both primary and secondary structures. Comparisons between the variation observed at the ITS2 and at the two commonly used mitochondrial markers (COI and 16S) on 14 eolid taxa from 10 genera demonstrate the ability of ITS2 to detect congeneric, closely related, species. While ITS2 has been fruitfully used in several other mollusc taxa, this study represents the first application of this nuclear marker in nudibranchs.
Introduction
Mediterranean marine biodiversity is still underestimated and new cryptic species continue to be identified, described, and added to our inventory of marine fauna (; ; ; ). Our knowledge on diversity of groups such as nudibranchs is recently increasing as demonstrated by the number of studies published in the last years (; ; , ; ; ; ). In nudibranchs, few morphological characters are available, and the same chromatic pattern is often shared between closely related species, thereby making difficult the species identification based on morphology alone (; ). These uncertainties are overcome with the application of an integrative taxonomic approach.
The mitochondrial gene cytochrome oxidase c subunit 1 (COI) is the reference marker for DNA barcoding and species delimitation in animals, due to its fast evolutionary rate that makes this marker very useful to investigate diversity at lower taxonomic levels (). Almost all the published studies concerning nudibranchs include the COI marker, and most of them also combine the mitochondrial 16S rRNA, which has proved to be valuable for species delimitation (; ). However, limitations of using only mitochondrial data in taxonomic and evolutionary studies are well known () and additional nuclear markers are needed to improve results or resolve species delimitation in closely related taxa. To date, the most used nuclear marker in nudibranch phylogenetics and systematics is the histone H3. However, this marker is weakly informative, given its low evolutionary rate, especially at the species or genus levels (; ).
The nuclear Internal Transcribed Spacer 2 (ITS2) rRNA has proved informative at both lower and higher taxonomic levels () in many invertebrates including marine molluscs (; , ; , ). The ITS2 is located inside the rRNA gene cluster, between the 5.8S and 28S rRNA genes (). A peculiar feature of this marker is its bivalent patterns of variation: while its primary sequence has a high mutation rate, the secondary RNA structure is very conserved, probably due to its crucial role in the processing of the “pre-rRNA” (; ). For this reason, it has been successfully applied both to barcoding analyses (; ) and molecular phylogenies (; ). In molluscs, the most common secondary structure of the ITS2 rRNA has four/five helices (domains D1–5). The first two domains (D1 and D2) on the 5′ region are more conserved and shorter than the two or three domains of the 3′ region (D3 and D4/D5), which are often ramified (; ). In the domains D3 and D4, it is located the so-called apical STEM, which is an extremely conserved sequence that has been described in a few molluscan taxa (; ; ).
The barcoding power of the ITS2 is anticipated by the finding that there is a correlation between differences at the ITS2 sequence-structure and the biological species concept (). In this context, a very useful character for species delimitation inferences is represented by Compensatory Base Changes (CBCs), i.e., two mutations that occur in a paired region of a primary RNA transcript so that pairing itself is maintained (e.g., G-C mutates to A-U) ().
Despite there are now more than 390,000 sequences available (April 7, 2021) in the “ITS2 Database”1 (), ITS2 studies are still limited to a few groups of molluscs. To date the ITS2 has been used only in two studies on nudibranchs and none of them have combined the analysis of the primary sequence with the secondary structure (; ).
The aim of this study is to assess the utility of the nuclear ITS2 to delimit species in the eolid nudibranchs (suborder Cladobranchia) using both primary and secondary structures and to identify diagnostic CBSs and semi-CBCs that can aid identification of species and genera, being useful for future studies on other nudibranchs groups.
Materials and Methods
Sample Collection and DNA Sequencing
Specimens of Calmidae Iredale and O’Donoghue, 1923, Coryphellidae Bergh, 1889, Facelinidae Bergh, 1889, Fionidae Gray, 1857, Flabellinidae Bergh, 1889, and Trinchesiidae F. Nordsieck, 1972 from Mediterranean and eastern Atlantic localities were collected by SCUBA diving (Supplementary Table 1). Samples were preserved in 95% EtOH, and DNA was extracted using the salting out procedure (). Amplifications were performed by PCR using universal primers: LCO1490 and HCO2198 () for the COI, and 16Sar-L and 16Sbr-H () for the 16S fragment. The newly designed forward primer ITS2 MAT-03 [5′-CGUCGC(A/G)GACGCCUC(U/C)GCGC-3′] and the reverse primer ITS2 MOD Rev: 5′-AGTTCTTTTCCTCCGCTTA-3′ were used for the ITS2. PCR conditions were the same as reported in . Amplicons were sequenced by Macrogen Inc. (Netherlands).
Analysis of Primary Sequences
ITS2, COI, and 16S DNA sequences were aligned together with GenBank sequences. We used the Muscle algorithm implemented in MEGA X () for COI dataset, while for ITS2 and 16S, sequence-structure alignments were built using combined sequence-structure models in 4Sale () and further optimised considering the consensus sequence of each rRNA domain. The software “WebLogo”2 was used to generate a graphical representation of conserved domains and stems based on multiple sequence alignment (). Genetic distance (p-distance and Kimura 2-paramer, K2p, distance) and segregating sites were calculated using the programme Mega X for each marker (). Species delimitation analyses based on both genetic distances [Automatic Barcode Gap Discovery (ABGD) () and Species Identifier ()] and on phylogenetic trees [Bayesian and maximum-likelihood analyses and Bayesian Poisson Tree Process (bPTP) ()] were carried out with the ITS2 dataset. Acanthodoris pilosa (Abildgaard in Müller, 1789) was used as the outgroup in BI and ML analyses. The GTR + I + G model was selected as the best substitution model by JModelTest 0.1 () according to the Bayesian information criterion (BIC). BI analyses were carried out with MrBayes 3.2.6 () running four Markov chains of five million generations each, sampled every 1000 generations. Consensus trees were calculated on trees sampled after a burnin of 25%. Maximum-likelihood analyses were performed in raxmlGUI 1.5b2 (), a graphical front-end for RAxML 8.2.1 (), with 100 independent ML searches and 1000 bootstrap replicates. Additionally, the recently developed Assemble Species by Automatic Partitioning (ASAP) analysis () was performed using default parameters.
Secondary Structure Modelling and Compensatory Base Changes (CBCs) Analysis
Complete ITS2 rRNA and partial 16S rRNA (region from L7 to L13 stem-loops) secondary structures were obtained using the programme mfold (; ). Best-supported folding models were predicted combining a thermodynamic approach () with a close inspection of paired conserved regions. CBCs of rRNA sequence-structure were calculated and visualised in 4Sale ().
Results
ITS2, COI, and 16S Primary Sequence Comparisons in Eolid Nudibranchs
Genetic distance values for ITS2 rRNA and the mitochondrial COI and 16S rRNA markers are reported in Table 1. The lower genetic distance at ITS2 was obtained for Calma spp. with 5.3 and 5.5% p-distance and K2p, respectively, while the higher values were observed for Flabellina spp. with 36.6 and 50.3%. ITS2 is the more variable marker in most of the cases (Table 1). The lowest intrageneric p-distance and K2p values retrieved for the COI are 11.4 and 12.6% for Trinchesia spp. while the highest ones are 19.7 and 23.2% for Flabellina spp. (Table 1). Lowest values for the 16S marker were 3.0 and 3.1% between congeneric Calma spp., while the highest values were 7.1 and 7.6% for Flabellina spp. Intergeneric ITS2 p-distance and K2p values ranged from 16.8 to 19.1% between Coryphella and Fjordia species to 36 and 50.4% between Facelina and Dicata species. Genetic distance values of the two ITS2 conserved domains D1 and D2 are reported in Supplementary Table 2. Results from all the species delimitation analyses were congruent to each other (Figure 1) revealing the ability of the ITS2 to detect species even if closely related. Results from BI and ML phylogenetic inferences produced the same topology (statistical supports at each node are reported in Figure 1) and recovered two distinct monophyletic clades within Fjordia lineata (Lovén, 1846) that will need further taxonomic assessment.
TABLE 1
| Calmidae | C. gla | C. gob | |
| Calma glaucoides | – | 0.055/0.142/0.031 | |
| Calma gobioophaga | 0.053/0.127/0.030 | – | |
| Coryphellidae | C. ver | F. lin | M. gra |
| Coryphella verrucosa | – | 0.191/0.114/0.027 | 0.406/0.163/0.034 |
| Fjordia lineata | 0.168/0.106/0.027 | – | 0.371/0.135/0.034 |
| Microchlamylla gracilis | 0.311/0.145/0.033 | 0.290/0.123/0.033 | – |
| Facelinidae | C. ele | D. odh | F. ann |
| Caloria elegans | – | 0.485/0.229/0.167 | 0.424/0.225/0.158 |
| Dicata odhneri | 0.355/0.195/0.149 | – | 0.504/0.236/0.138 |
| Facelina annulicornis | 0.323/0.194/0.142 | 0.360/0.201/0.125 | – |
| Flabellinidae | F. aff | F. gab | F. isc |
| Flabellina affinis | – | 0.480/0.232/0.076 | 0.503/0.184/0.075 |
| Flabellina gabinierei | 0.354/0.197/0.071 | – | 0.310/0.148/0.042 |
| Flabellina ischitana | 0.366/0.163/0.072 | 0.252/0.133/0.041 | – |
| Fionidae; Trinchesiidae | F. pin | T. cae | T. mor |
| Fiona pinnata | – | 0.380/0.232/0.206 | 0.387/0.241/0.188 |
| Trinchesia caerulea | 0.294/0.198/0.179 | – | 0.143/0.126/0.060 |
| Trinchesia morrowae | 0.298/0.205/0.165 | 0.130/0.114/0.058 | – |
ITS2, COI, and 16S interspecific genetic distance values (p-distance: lower; K2p: upper) between representatives of six eolid families at the ITS2, COI and 16S loci (ITS2/COI/16S).
Species acronyms: C. gla, Calma glaucoides, C. gob, Calma gobioophaga; C. ver, Coryphella verrucosa; F. lin, Fjordia lineata; M. gra, Microchlamylla gracilis; C. ele, Caloria elegans; D. odh, Dicata odhneri; F. ann, Facelina annulicornis; F. aff, Flabellina affinis; F. gab, Flabellina gabinierei; F. isc, Flabellina ischitana; F. pin, Fiona pinnata; T. cae, Trinchesia caerulea; T. mor, Trinchesia morrowae.
FIGURE 1
ITS2 and 16S Secondary Structure Comparisons in Eolid Nudibranchs
The ITS2 rRNA alignment consisted of 44 sequences, from 14 species in 10 genera and six families (Supplementary Table 1 and Supplementary Figure 1), and 668 positions, among which 446 segregating sites. The ITS2 sequence length ranged from 275 nucleotides in Calma gobioophaga (Calado and Urgorri, 2002) to 391 nucleotides in Flabellina gabinierei (Vicente, 1975) with a mean length of 321 nucleotides. No differences in intra-specific ITS2 rRNA lengths were observed, except for the Atlantic and Mediterranean populations of F. lineata that show 311 and 313 nucleotides, respectively. The common derived ITS2 secondary structure of the eolid nudibranchs is organised in five domains (D1–5) (Figure 2 and Supplementary Figure 1) and conforms to the general folding observed in several other molluscan (; ; , ; , ).
FIGURE 2
The ITS2 D1 and D2 helix-loop regions are always identifiable in terms of sequence/structure and position (Figure 3). In fact, the basal double-strand RNA portion of D1 consisting of the very conserved triplet 5′-CGC/GCG-3′ is preceded by the triplet 5′-CGU-3′ and followed by the conserved single-strand sequence that separates D1 and D2 domains 5′-CUUC-3′. In D1 stem, another conserved base pairing is 5′-G/C-3′ positioned next to the triplet 5′-CGC/GCG-3′, present in all the families except for the Flabellinidae (substituted by the CBC 5′-A/U-3′) and the Facelinidae (substituted by the CBC C/G). The basal double-strand helix of D2 displays the consensus base pairing 5′-GG/CC-3′ (Calmidae, Coryphellidae, Flabellinidae, and Trinchesiidae), but in some families, this paired sequence is substituted by 5′-GA/UC-3′ (Fionidae) and 5′-GC/GC-3′ or 5′-GU/GC-3′ (Facelinidae) where CBCs and semi-CBCs maintain the initial stem base-pairing folding of D2. The ITS2 3′ region containing D3–D5 shows a moderate to high divergence structural folding between congeneric species (Figure 2 and Supplementary Figure 1) and the correct multiple sequence alignments were obtained only considering the derived 2D structures.
FIGURE 3
In all species examined, there is a very high conserved sequence motif located in the apical double helix-loop region of D5 and identified as the Apical STEM, described in other marine molluscs (; ). The consensus Apical STEM of the eolid nudibranchs includes up to nine base pairs: there are five invariant nucleotide positions in the 5′-strand (nnnGCUCGn) out of nine and two invariant ones (nnGnGnnnnn) out of 10 in the 3′-strand (Supplementary Figure 2). The base-pairing between the two strands does not perfectly match the entire sequences of the double helix. Within the eolid families analysed, the Apical STEM consists of nine base pairs with a single U conserved in all families (Supplementary Figure 2). Caloria elegans (Facelinidae) shows a quite different sequence due to insertions of nucleotide stretches between the stem regions (Supplementary Figure 2). The Apical STEMs of the families Coryphellidae and Flabellinidae are very similar with semi-CBCs that preserve nine base pairs (Supplementary Figure 2).
The number of ITS2 CBCs observed between species of six eolid families is reported in Supplementary Table 3. Calma spp. does not show any diagnostic CBC, whereas the number of CBCs in Flabellinidae species ranges from one (Flabellina affinis/Flabellina ischitana) to six (F. gabinierei/F. ischitana).
The 16S rRNA dataset consisted of 41 sequences, obtained from the same species (Supplementary Table 1), with 391 positions, among which 152 segregating sites. The 16S rRNA sequence length ranged from 384 to 391 nucleotides. The 16S secondary structures (Supplementary Table 1 and Supplementary Figure 1) correspond to the domain D5 of the 3′ half portion of the gene (; ).
The sequence-structure of 16S (D5) is highly conserved between congeneric species, except for the L7, L10, and L11 stem-loops (), which contain diagnostic nucleotides and can be considered as barcoding regions (,) (Supplementary Figure 1). In the D5 region, a few diagnostic nucleotides distinguish C. gobioophaga/Calma glaucoides when compared to Flabellina spp. and Trinchesia caerulea/Trinchesia morrowae.
Discussion
Our inventory of Mediterranean nudibranchs is rapidly growing as new species are continuously added, including cryptic species within historically accepted species (; ; ; ). Nowadays, the integrative approach combining morphological and molecular characters is commonly used in nudibranch taxonomy. Ideally, this approach is more robust as more genes and characters are considered. The most used markers in nudibranch systematics are the mitochondrial COI and 16S and the nuclear H3. However, the latter is known to be poorly informative at lower taxonomic levels and for this reason, an additional nuclear “fast-evolving” marker would be extremely valuable. The nuclear ITS2 assessed in this study has revealed a promising marker for nudibranch species identification. The analyses of the ITS2 primary sequence indicate that ITS2 holds a high variability that is comparable with, or higher than, the one of the COI. Species delimitation analyses based on both genetic distances (ABGD, ASAP, and Species Identifier) and on phylogenetic trees (bPTP) (Figure 1) demonstrate the ability of the ITS2 to distinguish nudibranch species. Species identified based on ITS2 are consistent with the a priori species identification (based on morphology and COI data), even for cryptic species such as Trinchesia spp. or closely related species such as Calma spp. which show the lowest divergence values (Table 1). Moreover, phylogenetic trees based on ITS2 sequence data confirm two distinct clades within F. lineata (Lovén, 1846) previously reported in based on COI data and will need further taxonomic assessment. While the combined analysis of the ITS2 sequence-structure is crucial to establish positional homology in multiple alignments, it also provides conserved sequence-structure elements, such as CBCs, that can have diagnostic value at different taxonomic levels up to the species level (Figure 3 and Supplementary Table 3; see for examples on bivalves). This result indicates that also in nudibranchs the presence of CBCs in the RNA folding correlates with distinct species, thus they are very useful for species delimitation, as previously observed in other eukaryotic groups (; ). On a less positive note, the ITS2 amplification revealed difficult for some nudibranch species (e.g., ). In fact, in the case of the two Mediterranean sibling species Flabellina cavolini (Vérany, 1846) and Flabellina gaditana (), it exhibited poor sequencing trace quality and for this reason could not be used in that study. The variability in the efficiency of sequencing the ITS2 must be considered and tested while planning the study to perform. Except for these specific cases, however, there is no doubt on the great utility of the ITS2 in the study of animal diversity (; ). This study represents the first assessment of the ITS2 in nudibranchs and constitutes a starting point for future works focused on other nudibranch groups.
Statements
Data availability statement
The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found below: NCBI GenBank (accession: MW924024–MW924060).
Author contributions
MG, PM, and GF contributed to conception and design of the study. MG organised the database and performed the statistical analysis. GF wrote the first draft of the manuscript. PM and DS revised the analyses carried out. MG, PM, GF, and DS wrote the sections of the manuscript. All authors contributed to manuscript revision, read, and approved the submitted version.
Funding
GF was supported by funds from the Italian Ministry of Education, University and Research (MIUR, PON 2014-2020, grant AIM 1848751-2, Linea 2).
Acknowledgments
PM and GF wish to thank “University of Roma Tre” and “University of Salento” for financial support (contribution to the laboratory CAL/2020 and AIM 1848751-2). The authors would like to thank the two anonymous reviewers for helping to improve our manuscript.
Conflict of interest
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
Supplementary material
The Supplementary Material for this article can be found online at: https://www.frontiersin.org/articles/10.3389/fmars.2021.693093/full#supplementary-material
References
1
AljanabiS. M.MartinezI. (1997). Universal and rapid salt-extraction of high-quality genomic DNA for PCR-based techniques.Nucleic Acids Res.254692–4693. 10.1093/nar/25.22.4692
2
AlqudahA.SaadS. B.HadryN. F.SusantiD. (2015). Identification and phylogenetic inference in different molluscs nudibranch species via mitochondrial 16S rDNA.Braz. J. Biol. Sci.2295–302.
3
BucklinA.SteinkeD.Blanco-BercialL. (2011). DNA barcoding of marine metazoa.Annu. Rev. Mar. Sci.3471–508. 10.1146/annurev-marine-120308-080950
4
CalvoM.TempladoJ.OliverioM.MachordomA. (2009). Hidden Mediterranean biodiversity: molecular evidence for a cryptic species complex within the reef building vermetid gastropod Dendropoma petraeum (Mollusca: Caenogastropoda).Biol. J. Linn. Soc.96898–912. 10.1111/j.1095-8312.2008.01167.x
5
CarmonaL.GoslinerT. M.PolaM.CerveraJ. L. (2011). A molecular approach to the phylogenetic status of the aeolid genus Babakina Roller, 1973 (Nudibranchia).J. Molluscan Stud.77417–422. 10.1093/mollus/eyr029
6
CarmonaL.PolaM.GoslinerT. M.CerveraJ. L. (2013). A tale that morphology fails to tell: a molecular phylogeny of Aeolidiidae (Aeolidida, Nudibranchia, Gastropoda).PLoS One8:e63000. 10.1371/journal.pone.0063000
7
CellaK.CarmonaL.EkimovaI.ChichvarkhinA.SchepetovD.GoslinerT. M. (2016). A radical solution: the phylogeny of the nudibranch family Fionidae.PLoS One11:e0167800. 10.1371/journal.pone.0167800
8
ChimientiG.AngelettiL.FurfaroG.CaneseS.TavianiM. (2020). Habitat, morphology and trophism of Tritonia callogorgiae sp. nov., a large nudibranch inhabiting Callogorgia verticillata forests in the Mediterranean Sea.Deep Sea Res. I Oceanogr. Res. Pap.165:103364. 10.1016/j.dsr.2020.103364
9
ColemanA. W. (2007). Pan-eukaryote ITS2 homologies revealed by RNA secondary structure.Nucleic Acids Res.353322–3329.
10
CôtéC. A.PeculisB. A. (2001). Role of the ITS2-proximal stem and evidence for indirect recognition of processing sites in pre-rRNA processing in yeast.Nucleic Acids Res.292106–2116. 10.1093/nar/29.10.2106
11
CrooksG. E.HonG.ChandoniaJ. M.BrennerS. E. (2004). WebLogo: a sequence logo generator.Genome Res.141188–1190. 10.1101/gr.849004
12
DongL. N.WortleyA. H.WangH.LiD. Z.LuL. U. (2011). Efficiency of DNA barcodes for species delimitation: a case in Pterygiella Oliv. (Orobanchaceae).J. Syst. Evol.49189–202. 10.1111/j.1759-6831.2011.00124.x
13
ErikssonR.NygrenA.SundbergP. (2006). Genetic evidence of phenotypic polymorphism in the aeolid nudibranch Flabellina verrucosa (M. Sars, 1829) (Opisthobranchia: Nudibranchia).Org. Divers. Evol.671–76. 10.1016/j.ode.2005.04.003
14
FolmerO.BlackM.HoehW.LutzR.VrijenhoekR. (1994). DNA primers for amplification of mitochondrial cytochrome c oxidase subunit I from diverse metazoan invertebrates.Mol. Mar. Biol. Biotech.3294–299.
15
FurfaroG.MariottiniP. (2020). A new Dondice Marcus Er. 1958 (Gastropoda: Nudibranchia) from the Mediterranean Sea reveals interesting insights into the phylogenetic history of a group of Facelinidae taxa.Zootaxa47311–22. 10.11646/zootaxa.4731.1.1
16
FurfaroG.MariottiniP.ModicaM. V.TrainitoE.DonedduM.OliverioM. (2016a). Sympatric sibling species: the case of Caloria elegans and Facelina quatrefagesi (Gastropoda: Nudibranchia).Sci. Mar.80511–520. 10.3989/scimar.04479.09a
17
FurfaroG.PictonB.MartynovA.MariottiniP. (2016b). Diaphorodoris alba Portmann and Sandmeier, 1960 is a valid species: molecular and morphological comparison with D. luteocincta (M. Sars, 1870) (Gastropoda: Nudibranchia).Zootaxa4193:zootaxa.4193.2.6.
18
FurfaroG.SalviD.ManciniE.MariottiniP. (2018). A multilocus view on Mediterranean aeolid nudibranchs (Mollusca): systematics and cryptic diversity of Flabellinidae and Piseinotecidae.Mol. Phylogenet. Evol.11813–22. 10.1016/j.ympev.2017.09.001
19
FurfaroG.SalviD.TrainitoE.VitaleF.MariottiniP. (2021). When morphology does not match phylogeny: the puzzling case of two sibling nudibranchs (Gastropoda).Zool. Scr.1–16. [Epub ahead of print].
20
FurfaroG.TrainitoE. (2017). A new species from the Mediterranean Sea and North-Eastern Atlantic Ocean: Knoutsodonta pictoni n. sp. (Gastropoda Heterobranchia Nudibranchia).Biodivers. J.8725–738.
21
Galia-CampsC.CarmonaL.CabritoA.BallesterosM. (2020). Double trouble. A cryptic first record of Berghia marinae Carmona, Pola, Gosliner, & Cervera 2014 in the Mediterranean Sea.Mediterr. Mar. Sci.21191–200. 10.12681/mms.20026
22
González-CastellanoI.González-LópezJ.González-TizónA. M.Martínez-LageA. (2020). Genetic diversity and population structure of the rockpool shrimp Palaemon elegans based on microsatellites: evidence for a cryptic species and differentiation across the Atlantic–Mediterranean transition.Sci. Rep.10:10784.
23
HorovitzI.MeyerA. (1995). Systematics of New World monkey (Platyrrhini, Primates) based on 16S mitochondrial DNA sequences: a comparative analysis of different weighting methods in cladistic analysis.Mol. Phylogenet. Evol.4448–456. 10.1006/mpev.1995.1041
24
JohnsonR. F.GoslinerT. M. (2012). Traditional taxonomic groupings mask evolutionary history: a molecular phylogeny and new classification of the chromodorid nudibranchs.PLoS One7:e33479. 10.1371/journal.pone.0033479
25
JosephN.KrauskopfE.VeraM. I.MichotB. (1999). Ribosomal internal transcribed spacer 2 (ITS2) exhibits a common core of secondary structure in vertebrates and yeast.Nucleic Acids Res.274533–4540. 10.1093/nar/27.23.4533
26
KoetschanC.FörsterF.KellerA.SchleicherT.RuderischB.SchwarzR.et al (2010). The ITS2 database III—sequences and structures for phylogeny.Nucleic Acids Res.38(Suppl. 1) D275–D279.
27
KorshunovaT.MartynovA.BakkenT.EvertsenJ.FletcherK.MudiantaI. W.et al (2017). Polyphyly of the traditional family Flabellinidae affects a major group of Nudibranchia: aeolidacean taxonomic reassessment with descriptions of several new families, genera, and species (Mollusca, Gastropoda).ZooKeys7171–139. 10.3897/zookeys.717.21885
28
KorshunovaT.PictonB.FurfaroG.MariottiniP.PontesM.PrkićJ.et al (2019). Multilevel fine-scale diversity challenges the ‘cryptic species’ concept.Sci. Rep.9:6732.
29
KumarS.StecherG.LiM.KnyazC.TamuraK. (2018). MEGA X: molecular evolutionary genetics analysis across computing platforms.Mol. Biol. Evol.351547–1549. 10.1093/molbev/msy096
30
LydeardC.HolznagelW. E.SchnareM. N.GutellR. R. (2000). Phylogenetic analysis of molluscan mitochondrial LSU rDNA sequences and secondary structures.Mol. Phylogenet. Evol.1583–102. 10.1006/mpev.1999.0719
31
MathewsD. H.SabinaJ.ZukerM.TurnerD. H. (1999). Expanded sequence dependence of thermodynamic parameters improves prediction of RNA secondary structure.J. Mol. Biol.288911–940. 10.1006/jmbi.1999.2700
32
MeierR.KwongS.VaidyaG.NgP. K. L. (2006). DNA barcoding and taxonomy in Diptera: a tale of high intraspecific variability and low identification success.Syst. Biol.55715–728. 10.1080/10635150600969864
33
MoritzC.CiceroC. (2004). DNA barcoding: promise and pitfalls.PLoS Biol.2:e354. 10.1371/journal.pbio.0020354
34
MüllerT.PhilippiN.DandekarT.SchultzJ.WolfM. (2007). Distinguishing species.RNA131469–1472.
35
OliverioM.CervelliM.MariottiniP. (2002). ITS2 rRNA evolution and its congruence with the phylogeny of muricid neogastropods (Caenogastropoda, Muricoidea).Mol. Phylogenet. Evol.163–69. 10.1016/s1055-7903(02)00227-0
36
PalumbiS.MartinA.RomanoS.Mc MillanW. O.SticeL.GrabowskiG. (2001). The Simple Fool’s Guide to PCR Version 2.0.Honolulu, HI: Department of Zoology and Kewalo Marine.
37
PosadaD. (2008). jModelTest: phylogenetic model averaging.Mol. Biol. Evol.251253–1256. 10.1093/molbev/msn083
38
PrkicJ.FurfaroG.MariottiniP.CarmonaL.CerveraJ. L.ModicaM. V.et al (2014). First record of Calma gobioophaga Calado and Urgorri, 2002 (Gastropoda: Nudibranchia) in the Mediterranean Sea.Mediterr. Mar. Sci.15423–428. 10.12681/mms.709
39
PuillandreN.BrouilletS.AchazG. (2021). ASAP: assemble species by automatic partitioning.Mol. Ecol. Resour.21609–620. 10.1111/1755-0998.13281
40
PuillandreN.LambertA.BrouilletS.AchazG. (2012). ABGD, Automatic barcode gap discovery for primary species delimitation.Mol. Ecol.211864–1877. 10.1111/j.1365-294x.2011.05239.x
41
RonquistF.TeslenkoM.van der MarkP.AyresD. L.DarlingA.HöhnaS.et al (2012). MrBayes 3.2: efficient Bayesian phylogenetic inference and model choice across a large model space.Syst. Biol.61539–542. 10.1093/sysbio/sys029
42
SalviD.BellaviaG.CervelliM.MariottiniP. (2010). The analysis of rRNA sequence-structure in phylogenetics: an application to the family Pectinidae (Mollusca: Bivalvia).Mol. Phylogenet. Evol.561059–1067. 10.1016/j.ympev.2010.04.025
43
SalviD.MacaliA.MariottiniP. (2014). Molecular phylogenetics and systematics of the bivalve family Ostreidae based on rRNA sequence-structure models and multilocus species tree.PLoS One9:e108696. 10.1371/journal.pone.0108696
44
SalviD.MariottiniP. (2012). Molecular phylogenetics in 2D: ITS2 rRNA evolution and sequence-structure barcode from Veneridae to Bivalvia.Mol. Phylogenet. Evol.65792–798. 10.1016/j.ympev.2012.07.017
45
SalviD.MariottiniP. (2017). Molecular taxonomy in 2D: a novel ITS2 rRNA sequence-structure approach guides the description of the oysters’ subfamily Saccostreinae and the genus Magallana (Bivalvia: Ostreidae).Zool. J. Linn. Soc.179263–276.
46
SchultzJ.MaiselS.GerlachD.MüllerT.WolfM. (2005). A common core of secondary structure of the internal transcribed spacer 2 (ITS2) throughout the eukaryota.RNA11361–364. 10.1261/rna.7204505
47
SeibelP. N.MüllerT.DandekarT.WolfM. (2008). Synchronous visual analysis and editing of RNA sequence and secondary structure alignments using 4SALE.BMC Res. Notes1:91. 10.1186/1756-0500-1-91
48
SilvestroD.MichalakI. (2012). raxmlGUI: a graphical front-end for RAxML.Org. Divers. Evol.12335–337. 10.1007/s13127-011-0056-0
49
StamatakisA. (2014). RAxML version 8: a tool for phylogenetic analysis and post-analysis of large phylogenies.Bioinformatics301312–1313.
50
TagueB. W.GerbiS. A. (1984). Processing of the large rRNA precursor: two proposed categories of RNA-RNA interactions in eukaryotes.J. Mol. Evol.20362–367. 10.1007/bf02104742
51
TrickeyJ. (2013). Phylogeography and Molecular Systematics of the Rafting Aeolid Nudibranch Fiona pinnata (Eschscholtz, 1831). Doctoral dissertation. Dunedin: University of Otago.
52
UrizM. J.GarateL.AgellG. (2017). Molecular phylogenies confirm the presence of two cryptic Hemimycale species in the Mediterranean and reveal the polyphyly of the genera Crella and Hemimycale (Demospongiae: Poecilosclerida).PeerJ5:e2958. 10.7717/peerj.2958
53
WadeC. M.MordanP. B. (2000). Evolution within the gastropod mollscs; using the ribosomal RNA gene-cluster as an indicator of phyolgenetic relationships.J. Molluscan Stud.66565–569. 10.1093/mollus/66.4.565
54
WadeC. M.MordanP. B.ClarkeB. (2001). A phylogeny of the land snails (Gastropoda: Pulmonata).Proc. R. Soc. Lond. Ser. B Biol. Sci.268413–422.
55
WolfM.ChenS.SongJ.AnkenbrandM.MüllerT. (2013). Compensatory base changes in ITS2 secondary structures correlate with the biological species concept despite intragenomic variability in ITS2 sequences–a proof of concept.PLoS One8:e66726. 10.1371/journal.pone.0066726
56
YaoH.SongJ.LiuC.LuoK.HanJ.LiY.et al (2010). Use of ITS2 region as the universal DNA barcode for plants and animals.PLoS One5:e13102. 10.1371/journal.pone.0013102
57
ZhangJ.KapliP.PavlidisP.StamatakisA. (2013). A general species delimitation method with applications to phylogenetic placements.Bioinformatics292869–2876. 10.1093/bioinformatics/btt499
58
ZukerM. (2003). Mfold web server for nucleic acid folding and hybridization prediction.Nucleic Acids Res.313406–3415. 10.1093/nar/gkg595
59
ZukerM.JacobsonA. B. (1998). Using reliability information to annotate RNA secondary structures.RNA4669–679.
Summary
Keywords
integrative taxonomy, Heterobranchia, molecular morphology, species delimitation, secondary structure, evolution
Citation
Garzia M, Mariottini P, Salvi D and Furfaro G (2021) Variation and Diagnostic Power of the Internal Transcribed Spacer 2 in Mediterranean and Atlantic Eolid Nudibranchs (Mollusca, Gastropoda). Front. Mar. Sci. 8:693093. doi: 10.3389/fmars.2021.693093
Received
09 April 2021
Accepted
07 June 2021
Published
25 June 2021
Volume
8 - 2021
Edited by
Tito Monteiro da Cruz Lotufo, University of São Paulo, Brazil
Reviewed by
Daria Sanna, University of Sassari, Italy; Sonia Andrade, University of São Paulo, Brazil
Updates
Copyright
© 2021 Garzia, Mariottini, Salvi and Furfaro.
This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
*Correspondence: Giulia Furfaro, giulia.furfaro@unisalento.it
This article was submitted to Marine Evolutionary Biology, Biogeography and Species Diversity, a section of the journal Frontiers in Marine Science
Disclaimer
All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.