DNA barcoding reveals taxonomic uncertainty in Salminus (Characiformes)

Salminus is a genus composed of four species of migratory fishes and top predators. Although this group has great economic and ecological importance, the species level diversity of Salminus is not yet completely clarified. Our goal was to detect if this taxonomic problem is the consequence of lineage divergence within species, and, if so, whether these divergences are sufficient to flag potentially undescribed taxa. We employed the standard DNA barcoding analyses and a generalized mixed Yule-coalescent model (GMYC) using one mitochondrial (COI) marker and Bayesian Inference (BI) reconstruction for one nuclear (RAG2) marker for all currently recognized species of Salminus, sampled across different hydrographic basins. Eight MOTUs (Molecular Operational Taxonomic Units) were determined by distance and model-based analyses, and recovered with BI analyses for COI. Only Salminus affinis and Salminus franciscanus formed monophyletic haplogroups. Salminus brasiliensis and Salminus hilarii had two and four distinct mitochondrial lineages, respectively, and higher intraspecific K2P distances than the adopted optimum threshold. The RAG2 gene tree supported two lineages of S. hilarii (S. hilarii Amazon and S. hilarii Araguaia), while the other mitochondrial lineages of S. hilarii and S. brasiliensis were not supported. All lineages of both species, corresponded to morphological variation described in previous studies. We suggest, based on the DNA barcoding analysis, a new taxonomic scenario and conservation polices for Salminus in the Brazilian territory.     

DNA barcoding of bark and ambrosia beetles reveals excessive NUMTs and consistent east‐west divergence across Palearctic forests

A comprehensive DNA barcoding library is very useful for rapid identification and detection of invasive pest species. We tested the performance of species identification in the economically most damaging group of wood‐boring insects – the bark and ambrosia beetles – with particular focus on broad geographical sampling across the boreal Palearctic forests. Neighbour‐joining and Bayesian analyses of cytochrome oxidase I (COI) sequences from 151 species in 40 genera revealed high congruence between morphology‐based identification and sequence clusters. Inconsistencies with morphological identifications included the discovery of a likely cryptic Nearctic species of Dryocoetes autographus, the possible hybrid origin of shared mitochondrial haplotypes in Pityophthorus micrographus and P. pityographus, and a possible paraphyletic Xyleborinus saxeseni. The first record of Orthotomicus suturalis in North America was confirmed by DNA barcoding. The mitochondrial data also revealed consistent divergence across the Palearctic or Holarctic, confirmed in part by data from the large ribosomal subunit (28S). Some populations had considerable variation in the mitochondrial barcoding marker, but were invariant in the nuclear ribosomal marker. These findings must be viewed in light of the high number of nuclear insertions of mitochondrial DNA (NUMTs) detected in eight bark beetle species, suggesting the possible presence of additional cryptic NUMTs. The occurrence of paralogous COI copies, hybridization or cryptic speciation demands a stronger focus on data quality assessment in the construction of DNA barcoding databases.     

CO1 phylogenies in diploblasts and the ‘Barcoding of Life’— are we sequencing a suboptimal partition?

Partitions of the cytochrome oxidase subunit 1 (CO1) gene, especially the 5′ end, are frequently recruited to infer lower level phylogenies in animals. In diploblasts, mitochondrial genes were found to evolve in a slower rate than their bilaterian counterparts. Therefore, diploblast CO1 gene trees repeatedly remained unresolved, which also raises doubts on the suitability of CO1 for DNA barcoding in these animals. The complete mitochondrial genome sequences from Anthozoa and recently from Porifera allow us to compare the resolution power of the 5′ partition, which has also been proposed as the standard marker for DNA barcoding, with a less frequently used partition further downstream. We report on the finding of significantly different substitution patterns of the downstream partition opposed to the 5′ partition. We discuss the consequences and potential in the light of diploblast phylogenetic reconstruction and DNA barcoding.     

Mitochondrial heteroplasmy and DNA barcoding in Hawaiian <Emphasis Type="Italic">Hylaeus</Emphasis> (<Emphasis Type="Italic">Nesoprosopis</Emphasis>) bees (Hymenoptera: Colletidae)

Background  

The past several years have seen a flurry of papers seeking to clarify the utility and limits of DNA barcoding, particularly in areas such as species discovery and paralogy due to nuclear pseudogenes. Heteroplasmy, the coexistence of multiple mitochondrial haplotypes in a single organism, has been cited as a potentially serious problem for DNA barcoding but its effect on identification accuracy has not been tested. In addition, few studies of barcoding have tested a large group of closely-related species with a well-established morphological taxonomy. In this study we examine both of these issues, by densely sampling the Hawaiian Hylaeus bee radiation.     

The complete mitochondrial genome of the verongid sponge Aplysina cauliformis: implications for DNA barcoding in demosponges

DNA “barcoding,” the determination of taxon-specific genetic variation typically within a fragment of the mitochondrial cytochrome oxidase 1 (cox1) gene, has emerged as a useful complement to morphological studies, and is routinely used by expert taxonomists to identify cryptic species and by non-experts to better identify samples collected during field surveys. The rate of molecular evolution in the mitochondrial genomes (mtDNA) of nonbilaterian animals (sponges, cnidarians, and placozoans) is much slower than in bilaterian animals for which DNA barcoding strategies were developed. If sequence divergence among nonbilaterian mtDNA and specifically cox1 is too slow to generate diagnostic variation, alternative genes for DNA barcoding and species-level phylogenies should be considered. Previous study across the Aplysinidae (Demospongiae, Verongida) family of sponges demonstrated no nucleotide substitutions in the traditional cox1 barcoding fragment among the Caribbean species of Aplysina. As the mitochondrial genome of Aplysina fulva has previously been sequenced, we are now able to make the first comparisons between complete mtDNA of congeneric demosponges to assess whether potentially informative variation exists in genes other than cox1. In this article, we present the complete mitochondrial genome of Aplysina cauliformis, a circular molecule 19620 bp in size. The mitochondrial genome of A. cauliformis is the same length as is A. fulva and shows six confirmed nucleotide differences and an additional 11 potential SNPs. Of the six confirmed SNPs, NADH dehydrogenase subunit 5 (nad5) and nad2 each contain two, and in nad2 both yield amino acid substitutions, suggesting balancing selection may act on this gene. Thus, while the low nucleotide diversity in Caribbean aplysinid cox1 extends to the entire mitochondrial genome, some genes do display variation. If these represent interspecific differences, then they may be useful alternative markers for studies in recently diverged sponge clades.     

Barcoding Queensland Fruit Flies (Bactrocera tryoni): impediments and improvements

Identification of adult fruit flies primarily involves microscopic examination of diagnostic morphological characters, while immature stages, such as larvae, can be more problematic. One of the Australia’s most serious horticultural pests, the Queensland Fruit Fly (Bactrocera tryoni: Tephritidae), is of particular biosecurity/quarantine concern as the immature life stages occur within food produce and can be difficult to identify using morphological characteristics. DNA barcoding of the mitochondrial Cytochrome Oxidase I (COI) gene could be employed to increase the accuracy of fruit fly species identifications. In our study, we tested the utility of standard DNA barcoding techniques and found them to be problematic for Queensland Fruit Flies, which (i) possess a nuclear copy (a numt pseudogene) of the barcoding region of COI that can be co‐amplified; and (ii) as in previous COI phylogenetic analyses closely related B. tryoni complex species appear polyphyletic. We found that the presence of a large deletion in the numt copy of COI allowed an alternative primer to be designed to only amplify the mitochondrial COI locus in tephritid fruit flies. Comparisons of alternative commonly utilized mitochondrial genes, Cytochrome Oxidase II and Cytochrome b, revealed a similar level of variation to COI; however, COI is the most informative for DNA barcoding, given the large number of sequences from other tephritid fruit fly species available for comparison. Adopting DNA barcoding for the identification of problematic fly specimens provides a powerful tool to distinguish serious quarantine fruit fly pests (Tephritidae) from endemic fly species of lesser concern.     

Molecular systematics of threadfin breams and relatives (Teleostei,Nemipteridae)

Threadfin breams and relatives of the family Nemipteridae comprise 69 currently recognized species in five genera. They are found in the tropical and subtropical Indo‐West Pacific and most are commercially important. Using recently developed molecule‐based approaches exploiting DNA sequence variation among species/specimens, this study reconstructed a comprehensive phylogeny of the Nemipteridae, examined the validity of species and explored the cryptic diversity of the family, and tested previous phylogenetic hypotheses. A combined data set (105 taxa from 41 morphospecies) with newly determined sequences from two nuclear genes (RAG1 and RH) and one mitochondrial gene (COI), and a data set with only COI gene sequences (329 newly obtained plus 328 from public databases from a total of 53 morphospecies) were used in the phylogenetic analysis. The latter was further used for species delimitation analyses with two different tools to explore species diversity. Our phylogenetic results showed that all the currently recognized genera were monophyletic. The monotypic genus Scaevius is the sister group of Pentapodus and they together are sister to Nemipterus. These three genera combined to form the sister group of the clade comprising Parascolopsis and Scolopsis. The validity of most of the examined species was confirmed except in some cases. The combined evidence from the results of different analyses revealed a gap in our existing knowledge of species diversity in the Nemipteridae. We found several currently recognized species contain multiple separately evolving metapopulation lineages within species; some lineages should be considered as new species for further assignment. Finally, some problematic sequences deposited in public databases (probably due to misidentification) were also revised in this study to improve the accuracy for prospective DNA barcoding work on nemipterid fishes.     

Phylogeny,phylogeography, and systematics of the American pea crab genus Calyptraeotheres Campos, 1990, inferred from molecular markers

We used mitochondrial cytochrome oxidase I (COI) and the large ribosomal subunit (16S) genes to establish evolutionary relationships amongst species of Calyptraeotheres, evaluate their usefulness as DNA‐barcoding genes, and assess molecular diversity at the population level within Calyptraeotheres garthi. Bayesian, maximum likelihood, and maximum parsimony phylogenies confirmed the monophyly of Calyptraeotheres, showing that the ancestor of C. garthi, Calyptraeotheres hernandezi, and Calyptraeotheres granti radiated after the formation of the Panamanian isthmus. This finding contradicts the austral/tropical hypothesis previously proposed based on morphological data. The COI and 16S distance matrices supported separation of species as well as the genera, and corroborated that DNA barcoding is a useful tool and complements the classical taxonomy in Pinnotheridae. Phylogenetic and genetic distance analyses suggested that C. hernandezi is a junior synonym of C. garthi. Finally, C. garthi did not show a population structure across its distribution range, and showed a pattern consistent with a recent population expansion event that began 230–300 Kya. © 2013 The Linnean Society of London     

Phylogenetic structure of Neotropical annual fish of the genus Cynopoecilus (Cyprinodontiformes: Rivulidae), with an assessment of taxonomic implications

The definition of species boundaries constitutes an important challenge in biodiversity studies. Cynopoecilus Regan, 1912 encompasses several endangered species of annual fish, occurring in temporary ponds in a restricted area of Southern Brazil and Uruguay. Divergences about the taxonomic status of Cynopoecilus species highlight the importance of species delimitation studies. Therefore, we address here the phylogenetic structure of Cynopoecilus, while assessing its taxonomic implications. For this, fragments of the mitochondrial COI and nuclear RAG1 genes were characterized and analyzed for a set of 275 and 280 specimens, respectively. DNA barcoding and phylogenetic analyses detected subdivision of these specimens in 8–10 clusters, which comprise the six previously described species, and suggest one invalid taxon and at least 3–5 putative new species. The phylogenetic structure also suggests that the Jacuí River and the Patos Lagoon historically acted as effective barriers to gene flow between populations, although some isolated dispersal events across these water bodies could be evidenced, especially for C. melanotaenia Regan, 1912. In general, the results highlight the need of independent conservation strategies within the distribution area of each of the endemic allopatric killifish clusters, while questioning several taxonomic boundaries and distribution data.     

Protein–protein interactions of the cytochrome c oxidase DNA barcoding region

Enzymatic amplification of homologous regions of DNA using ‘universal’ polymerase chain reaction primers has provided insight into insect systematics, phylogeography, molecular evolution and species identification. One of the more commonly amplified and sequenced regions is a short region of the cytochrome c oxidase subunit I gene (COI), commonly called the barcoding region. COI is one of three mitochondrial‐encoded subunits of complex IV (Cox) of the electron transport chain. In addition to the mitochondrial subunits there are nine nuclear‐encoded subunits of the complex in Drosophila. Whereas a number of phylogenetic biases associated with this region have been examined and the quaternary structure of Cox has been modelled, the influence of protein–protein interactions on the observed patterns of evolution in this barcoding region of insects has never been examined critically. Using a well‐resolved independently derived phylogeny of 38 Diptera species, we examined the homogeneity of the substitution processes within the barcoding region. We show that, within Diptera, amino acid residues interacting with nuclear‐encoded subunits of Cox are evolving at elevated rates across the phylogeny. Furthermore, we show that codon position two is biased by protein–protein interactions. In contrast, third codon positions provide a less biased estimate of genetic variation in the region. This study highlights the need to examine the potential for systematic bias in DNA barcoding regions as part of the critical assessment of evidence in systematics and in biodiversity assessments.     

HALDANE'S RULE AND SEX BIASSED GENE FLOW BETWEEN TWO HYBRIDIZING FLYCATCHER SPECIES (FICEDULA ALBICOLLIS AND F. HYPOLEUCA,AVES: MUSCICAPIDAE)

The collared flycatcher (Ficedula albicollis) and the pied flycatcher (F. hypoleuca) hybridize where their geographic ranges overlap. Restriction fragment comparison of 5% of the mitochondrial genome showed a sequence divergence of 10% between these flycatcher species. This degree of sequence divergence between a closely related pair of bird species is unusually high and contrasts with the low level of divergence between F. albicollis and F. hypoleuca in nuclear genes (Nei's D = 0.0006) revealed by enzyme electrophoresis. The low nuclear differentiation is explained by sex biassed gene flow and introgression in nuclear genes (via fertile male hybrids), while the high mitochondrial DNA sequence divergence is preserved by sterility of female hybrids, which prevents mitochondrial introgression. This pattern is in accordance with Haldane's rule and is supported by field data on hybrid fertility. The high mtDNA differentiation could be explained by transfer of mitochondrial DNA from a third species during a past period of hybridization.     

Does complete plastid genome sequencing improve species discrimination and phylogenetic resolution in Araucaria?

Obtaining accurate phylogenies and effective species discrimination using a small standardized set of plastid genes is challenging in evolutionarily young lineages. Complete plastid genome sequencing offers an increasingly easy‐to‐access source of characters that helps address this. The usefulness of this approach, however, depends on the extent to which plastid haplotypes track morphological species boundaries. We have tested the power of complete plastid genomes to discriminate among multiple accessions of 11 of 13 New Caledonian Araucaria species, an evolutionarily young lineage where the standard DNA barcoding approach has so far failed and phylogenetic relationships have remained elusive. Additionally, 11 nuclear gene regions were Sanger sequenced for all accessions to ascertain the success of species discrimination using a moderate number of nuclear genes. Overall, fewer than half of the New Caledonian Araucaria species with multiple accessions were monophyletic in the plastid or nuclear trees. However, the plastid data retrieved a phylogeny with a higher resolution compared to any previously published tree of this clade and supported the monophyly of about twice as many species and nodes compared to the nuclear data set. Modest gains in discrimination thus are possible, but using complete plastid genomes or a small number of nuclear genes in DNA barcoding may not substantially raise species discriminatory power in many evolutionarily young lineages. The big challenge therefore remains to develop techniques that allow routine access to large numbers of nuclear markers scaleable to thousands of individuals from phylogenetically disparate sample sets.     

Nuclear mitochondrial pseudogenes in Austinograea alayseae hydrothermal vent crabs (Crustacea: Bythograeidae): effects on DNA barcoding

Members of the brachyuran crab family, Bythograeidae, are among the most abundant and common crabs in vent fields. However, their identification based on morphological characteristics often leads to incorrect species recognition due to a lack of taxonomic factors and the existence of sibling (or cryptic) species. For these reasons, we used DNA barcoding for vent crabs using mitochondrial cytochrome c oxidase subunit 1 (CO1). However, several nuclear mitochondrial pseudogenes (Numts) were amplified from Austinograea alayseae Guinot, 1990, using universal primers (Folmer primers). The Numts were characterized in six haplotypes, with 13.58–14.11% sequence divergence from A. alayseae, a higher nonsynonymous substitution ratio than true CO1, and the formation of an independent clade in bythograeids. In a neighbour‐joining tree, the origin of the Numts would be expected to incorporate into the nucleus at an ancestral node of Austinograea, and they mutated more slowly in the nucleus than CO1 in the mitochondria. This evolutionary process may have resulted in the higher binding affinity of Numts for the Folmer primers than CO1. In the present study, we performed long PCR for the amplification of CO1 in A. alayseae. We also present evidence that Numts can introduce serious ambiguity into DNA barcoding, including overestimating the number of species in bythograeids. These results may help in conducting taxonomic studies using mitochondrial genes from organisms living in hydrothermal vent fields.     

Speciation history of three closely related oak gall wasps,Andricus mukaigawae,A. kashiwaphilus,and A. pseudoflos (Hymenoptera: Cynipidae) inferred from nuclear and mitochondrial DNA sequences

The Andricus mukaigawae complex of oak gall wasps is composed of cyclically parthenogenetic species: A. mukaigawae and Andricus kashiwaphilus, and a parthenogenetic species, Andricus pseudoflos. The component species differ in life history, host plant, karyotype, and asexual gall shape, although little difference is found in the external morphology of asexual adults. To understand the speciation history of this species complex, DNA sequences of one mitochondrial region and nine nuclear gene regions were investigated. The genetic relationship among the species suggested that a loss of sex occurred after host shift. Unexpectedly, two or three distinct groups in the parthenogenetic species, A. pseudoflos, were revealed by both mitochondrial and nuclear DNA data. Gene flow in nuclear genes from the species not infected by Wolbachia (A. kashiwaphilus) to the species infected by it (A. mukaigawae) was suggested by a method based on coalescent simulations. On the other hand, gene flow in mitochondrial genes was suggested to be in the opposite direction. These findings indicate possible involvement of Wolbachia infection in the speciation process of the A. mukaigawae complex.     

Genome‐wide single‐nucleotide polymorphism data reveal cryptic species within cryptic freshwater snail species—The case of the Ancylus fluviatilis species complex

DNA barcoding utilizes short standardized DNA sequences to identify species and is increasingly used in biodiversity assessments. The technique has unveiled an unforeseeably high number of morphologically cryptic species. However, if speciation has occurred relatively recently and rapidly, the use of single gene markers, and especially the exclusive use of mitochondrial markers, will presumably fail in delimitating species. Therefore, the true number of biological species might be even higher. One mechanism that can result in rapid speciation is hybridization of different species in combination with polyploidization, that is, allopolyploid speciation. In this study, we analyzed the population genetic structure of the polyploid freshwater snail Ancylus fluviatilis, for which allopolyploidization was postulated as a speciation mechanism. DNA barcoding has already revealed four cryptic species within A. fluviatilis (i.e., A. fluviatilis s. str., Ancylus sp. A–C), but early allozyme data even hint at the presence of additional cryptic lineages in Central Europe. We combined COI sequencing with high‐resolution genome‐wide SNP data (ddRAD data) to analyze the genetic structure of A. fluviatilis populations in a Central German low mountain range (Sauerland). The ddRAD data results indicate the presence of three cryptic species within A. fluviatilis s. str. occurring in sympatry and even syntopy, whereas mitochondrial sequence data only support the existence of one species, with shared haplotypes between species. Our study hence points to the limitations of DNA barcoding when dealing with organismal groups where speciation is assumed to have occurred rapidly, for example, through the process of allopolyploidization. We therefore emphasize that single marker DNA barcoding can underestimate the true species diversity and argue in strong favor of using genome‐wide data for species delimitation in such groups.     

DNA barcoding of freshwater fishes and the development of a quantitative qPCR assay for the species‐specific detection and quantification of fish larvae from plankton samples

The barcoding of mitochondrial cytochrome c oxidase subunit 1 (coI) gene was amplified and sequenced from 16 species of freshwater fishes found in Lake Wivenhoe (south‐eastern Queensland, Australia) to support monitoring of reservoir fish populations, ecosystem function and water health. In this study, 630–650 bp sequences of the coI barcoding gene from 100 specimens representing 15 genera, 13 families and two subclasses of fishes allowed 14 of the 16 species to be identified and differentiated. The mean ± s.e . Kimura 2 parameter divergence within and between species was 0·52 ± 0·10 and 23·8 ± 2·20% respectively, indicating that barcodes can be used to discriminate most of the fish species accurately. The two terapontids, Amniataba percoides and Leiopotherapon unicolor, however, shared coI DNA sequences and could not be differentiated using this gene. A barcoding database was established and a qPCR assay was developed using coI sequences to identify and quantify proportional abundances of fish species in ichthyoplankton samples from Lake Wivenhoe. These methods provide a viable alternative to the time‐consuming process of manually enumerating and identifying ichthyoplankton samples.     

Mitochondrial <Emphasis Type="Italic">cox</Emphasis>1 and plastid <Emphasis Type="Italic">rbc</Emphasis>L genes of <Emphasis Type="Italic">Gracilaria vermiculophylla</Emphasis> (Gracilariaceae,Rhodophyta)

The mitochondrial cytochrome c oxidase subunit I gene sequence was recently developed for DNA barcoding of red algal species. We determined the 1245 base pairs of the gene from 27 taxa of an agar-producing species, Gracilaria vermiculophylla, and putative relatives and compared the results with rbcL data from the same species. A total of 392 positions (31.5%) were variable, 282 positions (22.6%) were parsimoniously informative, and average sequence divergence was 13% in an ingroup. Within G. vermiculophylla, pairwise divergence of the gene was variable up to 11 bp (0.9%). Seven recognized haplotypes of cox1 tended to be geographically related. In the aligned 1386 bp of rbcL, three haplotypes were recognized. These results suggest that cox1 is a valuable molecular marker within species and will be very useful in haplotype analyses.     

Tashkent riffle minnow <Emphasis Type="Italic">Alburnoides oblongus</Emphasis> belongs to the genus <Emphasis Type="Italic">Alburnus</Emphasis> (Osteichthyes: Cyprinidae) as inferred from mitochondrial and nuclear DNA markers

Sequences of mitochondrial (cytochrome b) and nuclear (recombination activating gene 1–RAG1) DNA markers were obtained for two species of the genus Alburnoides, the Taskent riffle minnow A. oblongus Bulgakov 1923 and the Terek spirlin A. gmelini Bogutskaya and Coad 2009. Phylogenetic analysis revealed that A. oblongus belongs to the genus Alburnus.     

High-Level Diversity of Dinoflagellates in the Natural Environment,Revealed by Assessment of Mitochondrial cox1 and cob Genes for Dinoflagellate DNA Barcoding

DNA barcoding is a diagnostic technique for species identification using a short, standardized DNA. An effective DNA barcoding marker would be very helpful for unraveling the poorly understood species diversity of dinoflagellates in the natural environment. In this study, the potential utility for DNA barcoding of mitochondrial cytochrome c oxidase 1 (cox1) and cytochrome b (cob) was assessed. Among several primer sets examined, the one amplifying a 385-bp cob fragment was most effective for dinoflagellates. This short cob fragment is easy to sequence and yet possess reasonable taxon resolution. While the lack of a uniform gap between interspecific and intraspecific distances poses difficulties in establishing a phylum-wide species-discriminating distance threshold, the variability of cob allows recognition of species within particular lineages. The potential of this cob fragment as a dinoflagellate species marker was further tested by applying it to an analysis of the dinoflagellate assemblages in Long Island Sound (LIS) and Mirror Lake in Connecticut. In LIS, a highly diverse assemblage of dinoflagellates was detected. Some taxa can be identified to the species and some to the genus level, including a taxon distinctly related to the bipolar species Polarella glacialis, and the large number of others cannot be clearly identified, due to the inadequate database. In Mirror Lake, a Ceratium species and an unresolved taxon were detected, exhibiting a temporal transition from one to the other. We demonstrate that this 385-bp cob fragment is promising for lineage-wise dinoflagellate species identification, given an adequate database.DNA barcoding is a diagnostic technique for species identification using a short, standardized DNA (i.e., DNA barcode) (15). For microbial organisms, this PCR-based technique is useful not only for identifying cultured species but also for rapid retrieval and species identification for uncultured taxa from natural environments. A good DNA barcoding marker should be simple (easy to PCR amplify and sequence) and universal (effective for a wide range of lineages), with a high resolving power (high interspecific and low intraspecific variations). Therefore, an ideal DNA barcoding marker is a relatively short and reasonably variable gene fragment (for species discrimination) flanked by highly conserved sequences (for primer design). The pioneering DNA barcoding work used mitochondrial cytochrome c oxidase 1 (cox1) to identify animal species (9, 10). Mitochondrial genes are a good barcode choice for animals, because they are markedly more variable than nuclear genes (3, 32) and contain conserved regions for primer design. Among other organisms, cox1 has also been shown to be useful for barcoding other organisms, such as fungi (35). Initial attempts at cox1 barcoding for macroalgae (rhodophyte and phaeophyte) also showed good potential (21, 29, 34). In land plants, the mitochondrial genome evolves substantially more slowly than the nuclear genome (26, 27), rendering its genes less useful than genes from chloroplast (14, 15). The utility of cox1 or other mitochondrial genes for DNA barcoding is less clear for unicellular organisms, with few documented attempts (e.g., reference 7) for those living in the marine ecosystem.Dinoflagellates are important unicellular organisms in the marine ecosystem because of their significant contribution to marine primary production, support of coral reef growth through symbiotic associations (31), micrograzing (25), and formation of harmful and often toxic algal blooms (1). Dinoflagellates are genetically diverse, with at least 2,000 documented extant species and 2,000 fossil species. Continual discovery of new species in the ocean (e.g., references 6, 12, 13, 17, 20, 22, 24, and 38) suggests that there are likely many more dinoflagellate lineages to be recognized. Identification of dinoflagellate species and discovery of species diversity by use of traditional morphological analysis is often hampered by high degrees of morphological similarity and a lack of unique characters between different species. A systematic survey of dinoflagellate diversity using a diagnostic molecular marker is highly desirable. To unravel species diversity and new taxa in natural environments, a DNA barcode would need to be specific for dinoflagellates in addition to the above-mentioned requirements.In this study, the potential utilities of mitochondrial genes as DNA barcoding markers were assessed. Mitochondrial cox1 and cob (the gene coding for cytochrome b) from dinoflagellates were compared for PCR efficiency and resolving power. We demonstrated that while neither of the mitochondrial genes seems to be a good phylum-wide DNA barcoding marker, a cob primer set can be used to determine the species diversity of dinoflagellate flora in a lineage-by-lineage manner.