Skip to main content
Log in

Barcoding diatoms: evaluation of the V4 subregion on the 18S rRNA gene, including new primers and protocols

  • Original Article
  • Published:
Organisms Diversity & Evolution Aims and scope Submit manuscript

Abstract

Diatoms are present in all types of water bodies and their species diversity is influenced greatly by environmental conditions. This means that diatom occurrence and abundances are suitable indicators of water quality. Furthermore, continuous screening of algal biodiversity can provide information about diversity changes in ecosystems. Thus, diatoms represent a desirable group for which to develop an easy to use, quick, efficient, and standardised organism identification tool to serve routine water quality assessments. Because conventional morphological identification of diatoms demands specialised in-depth knowledge, we have established standard laboratory procedures for DNA barcoding in diatoms. We (1) identified a short segment (about 400 bp) of the SSU (18S) rRNA gene which is applicable for the identification of diatom taxa, and (2) elaborated a routine protocol including standard primers for this group of microalgae. To test the universality of the primer binding sites and the discriminatory power of the proposed barcode region, 123 taxa, representing limnic diatom diversity, were included in the study and identified at species level. The effectiveness of the barcode was also scrutinised within a closely related species group, namely the Sellaphora pupula taxon complex and relatives.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2

Similar content being viewed by others

References

  • Alverson, A. J., Cannone, J. J., Gutell, R. R., & Theriot, E. C. (2006). The evolution of elongate shape in diatoms. Journal of Phycology, 42, 655–668.

    Article  CAS  Google Scholar 

  • Archibald, R. E. M. (1984). Diatom illustrations—an appeal. Bacillaria, 7, 173–178.

    Google Scholar 

  • Armbrust, E. V., Berges, J. A., Bowler, C., Green, B. R., Martinez, D., Putnam, N. H., et al. (2004). The genome of Thalassiosira pseudonana: Ecology, evolution, and metabolism. Science, 306, 79–86.

    Article  PubMed  CAS  Google Scholar 

  • Babanazarova, O. V., Likhoshway, Y. V., & Sherbakov, D. Y. (1996). On the morphological variability of Aulacoseira baicalensis and Aulacoseira islandica (Bacillariophyto) of Lake Baikal, Russia. Phycologia, 35, 113–123.

    Article  Google Scholar 

  • Bailey-Watts, A. E. (1976). Planktonic diatoms and some diatom-silica relations in a shallow eutrophic Scottish loch. Freshwater Biology, 6, 69–80.

    Article  Google Scholar 

  • Barth, D., Krenek, S., Fokin, S. I., & Berendonk, T. (2006). Intraspecific genetic variation in Paramecium revealed by mitochondrial cytochrome c oxidase I sequences. Journal of Eukaryotic Microbiology, 53, 20–25.

    Article  PubMed  CAS  Google Scholar 

  • Behnke, A., Friedl, T., Chepurnov, V. A., & Mann, D. G. (2004). Reproductive compatibility and rDNA sequence analyses in the Sellaphora pupula species complex (Bacillariophyta). Journal of Phycology, 40, 193–208.

    Article  CAS  Google Scholar 

  • Bellemain, E., Carlsen, T., Brochmann, C., Coissac, E., Taberlet, P., & Kauserud, H. (2010). ITS as an environmental DNA barcode for fungi: An in silico approach reveals potential PCR biases. BMC Microbiology, 10, 189. doi:10.1186/1471-2180-10-189.

    Article  PubMed  CAS  Google Scholar 

  • Beszteri, B., Acs, E., Makk, J., Kovács, G., Márialigeti, K., & Kiss, K. T. (2001). Phylogeny of six naviculoid diatoms based on 18S rDNA sequences. International Journal of Systematic and Evolutionary Microbiology, 51, 1581–1586.

    PubMed  CAS  Google Scholar 

  • Beszteri, B., Ács, É., & Medlin, L. K. (2005a). Conventional and geometric morphometric studies of valve ultrastructural variation in two closely related Cyclotella species (Bacillariophyta). European Journal of Phycology, 40, 89–103.

    Article  Google Scholar 

  • Beszteri, B., Ács, É., & Medlin, L. K. (2005b). Ribosomal DNA sequence variation among sympatric strains of the Cyclotella meneghiniana complex (Bacillariophyceae) reveals cryptic diversity. Protist, 156, 317–333.

    Article  PubMed  CAS  Google Scholar 

  • Beszteri, B., John, U., & Medlin, L. K. (2007). An assessment of cryptic genetic diversity within the Cyclotella meneghiniana species complex (Bacillariophyta) based on nuclear and plastid genes, and amplified fragment length polymorphism. European Journal of Phycology, 42, 47–60.

    Article  CAS  Google Scholar 

  • Bhadury, P., Austen, M. C., Bilton, D. T., Lambshead, P. J. D., Rogers, A. D., & Smerdon, G. R. (2006). Development and evaluation of a DNA-barcoding approach for the rapid identification of nematodes. Marine Ecology Progress Series, 320, 1–9.

    Article  CAS  Google Scholar 

  • Blaxter, M. L. (2004). The promise of a DNA taxonomy. Philosophical Transactions of the Royal Society of London, Biological Sciences, 359, 669–679.

    Article  CAS  Google Scholar 

  • Blaxter, M., Elsworth, B., & Daub, J. (2004). DNA taxonomy of a neglected animal phylum: An unexpected diversity of tardigrades. Proceedings of the Royal Society of London, Biological Sciences, 271, 189–192.

    Article  CAS  Google Scholar 

  • Bowler, C., Allen, A. E., Badger, J. H., Grimwood, J., Jabbari, K., Kuo, A., et al. (2008). The Phaeodactylum genome reveals the evolutionary history of diatom genomes. Nature, 456, 239–244.

    Article  PubMed  CAS  Google Scholar 

  • Casteleyn, G., Adams, N. G., Vanormelingen, P., Debeer, A. E., Sabbe, K., & Vyverman, W. (2009). Natural hybrids in the marine diatom Pseudo-nitzschia pungens (Bacillariophyceae): Genetic and morphological evidence. Protist, 160, 343–354.

    Article  PubMed  CAS  Google Scholar 

  • Chantangsi, C., Lynn, D. H., Brandl, M. T., Cole, J. C., Hetrick, N., & Ikonomi, P. (2007). Barcoding ciliates: A comprehensive study of 75 isolates of the genus Tetrahynema. International Journal of Systematic and Evolutionary Microbiology, 57, 2412–2425.

    Article  PubMed  CAS  Google Scholar 

  • Chase, M. W., Cowan, R. S., Hollingsworth, P. M., van den Berg, C., Madriñán, S., Petersen, G., et al. (2007). A proposal for a standardised protocol to barcode all land plants. Taxon, 56, 295–299.

    Google Scholar 

  • Cowan, R. S., Chase, M. W., Kress, W. J., & Savolainen, V. (2006). 300,000 species to identify: Problems, progress, and prospects in DNA barcoding of land plants. Taxon, 55, 611–616.

    Article  Google Scholar 

  • Cywinska, A., Hunter, F. F., & Hebert, P. D. N. (2006). Identifying Canadian mosquito species through DNA barcodes. Medical and Veterinary Entomology, 20, 413–424.

    Article  PubMed  CAS  Google Scholar 

  • Ehara, M., Watanabe, K. I., & Ohama, T. (2000). Distribution of cognates of group II introns detected in mitochondrial cox1 genes of a diatom and haptophyte. Gene, 256, 157–167.

    Article  PubMed  CAS  Google Scholar 

  • Erickson, D. L., Spouge, J., Resch, A., Weigt, L. A., & Kress, W. J. (2008). DNA barcoding in landplants: Developing standards to quantify and maximise success. Taxon, 57, 1304–1316.

    PubMed  Google Scholar 

  • Evans, K. M., Wortley, A. H., & Mann, D. G. (2007). An assessment of potential diatom “barcode” genes (cox1, rbcL, 18S and ITS rDNA) and their effectiveness in determining relationships in Sellaphora (Bacillariophyta). Protist, 158, 349–364.

    Article  PubMed  CAS  Google Scholar 

  • Evans, K. M., Wortley, A. H., Simpson, G. E., Chepurnov, V. A., & Mann, D. G. (2008). A molecular systematic approach to explore diversity within the Sellaphora pupula species complex (Bacillariophyta). Journal of Phycology, 44, 215–231.

    Article  CAS  Google Scholar 

  • Falkowski, P. G., Barber, R. T., & Smetacek, V. (1998). Biogeochemical controls and feedbacks on ocean primary production. Science, 281, 200–207.

    Article  PubMed  CAS  Google Scholar 

  • Fazekas, A. J., Burgess, K. S., Kesanakurti, P. R., Graham, S. W., Newmaster, S. G., Husband, B. C., et al. (2008). Multiple multilocus DNA barcodes from the plastid genome discriminate plant species equally well. PloS One, 3(7), e2802. doi:10.1371/journal.pone.0002802.

    Article  PubMed  CAS  Google Scholar 

  • Ferrell, J., & Beaton, M. (2007). The evaluation of DNA barcoding for identification of dinoflagellates: A test using Prorocentrum. In: Canadian barcode of life network 2007 science symposium (pp. 37). Guelph: Blackwell.

  • Field, C. B., Behrenfeld, M. J., Randerson, J. T., & Falkowski, P. G. (1998). Primary production of the biosphere: Integrating terrestrial and oceanic components. Science, 281, 237–240.

    Article  PubMed  CAS  Google Scholar 

  • Floyd, R., Abebe, E., Papert, A., & Blaxter, M. L. (2002). Molecular barcodes for soil nematode identification. Molecular Ecology, 11, 839–850.

    Article  PubMed  CAS  Google Scholar 

  • Friedl, T., & O’Kelly, C. J. (2002). Phylogenetic relationships of green algae assigned to the genus Planophila (Chlorophyta): Evidence from 18S rDNA sequence data and ultrastructure. European Journal of Phycology, 37, 373–384.

    Article  Google Scholar 

  • Gemeinholzer, B., Oberprieler, C., & Bachman, K. (2006). Using GenBank data for plant identification: Possibilities and limitations using the ITS1 of Asteraceae species belonging to the tribes Lactuceae and Anthemideae. Taxon, 55, 173–187.

    Article  Google Scholar 

  • Gillespie, J. J., Johnston, J. F., Cannone, J., & Gutell, R. R. (2006). Characteristics of the nuclear (18S, 5.8S, 28S and 5S) and mitochondrial (12S and 16S) rRNA genes of Apis mellifera (Insecta: Hymenoptera): Structure, organization, and retrotransposable elements. Insect Molecular Biology, 15, 657–686.

    Article  PubMed  CAS  Google Scholar 

  • Guillard, R. R. L., & Lorenzen, C. J. (1972). Yellow green algae with chlorophyllide. Journal of Phycology, 8, 10–14.

    CAS  Google Scholar 

  • Hajibabaei, M., Janzen, D. H., Burns, J. M., Hallwachs, W., & Hebert, P. D. N. (2006). DNA barcodes distinguish species of tropical Lepidoptera. Proceedings of the National Academy of Sciences of the USA, 103, 968–971.

    Article  PubMed  Google Scholar 

  • Hajibabaei, M., Smith, A., Janzen, D. H., Rodriguez, J. J., Whitfield, J. B., & Hebert, P. D. N. (2006). A minimalist barcode can identify specimens whose DNA is degraded. Molecular Ecology, 6, 959–964.

    Article  CAS  Google Scholar 

  • Hajibabaei, M., Singer, G. A. C., Hebert, P. D. N., & Hickey, D. A. (2007). DNA barcoding: How it complements taxonomy, molecular phylogenetics and population genetics. Trends in Genetics, 23, 167–172.

    Article  PubMed  CAS  Google Scholar 

  • Håkansson, H., & Kling, H. (1989). A light and electron microscope study of previously described and new Stephanodiscus species (Bacillariophyceae) from central and northern Canadian lakes, with ecological notes on the species. Diatom Research, 4, 269–288.

    Google Scholar 

  • Håkansson, H., & Kling, H. (1990). The current status of some very small freshwater diatoms of the genera Stephanodiscus and Cyclostephanos. Diatom Research, 5, 273–287.

    Google Scholar 

  • Hall, T. A. (1999). BioEdit: A user friendly biological sequence alignment editor and analysis program for Windows 95/98/NT. Nucleid Acids Symposium Series, 41, 95–98.

    CAS  Google Scholar 

  • Hamsher, S. E., Evans, K. M., Mann, D. G., Poulíčková, A., & Saunders, G. W. (2011). Barcoding diatoms: Exploring alternatives to COI-5P. Protist, 162, 405–422.

    Article  PubMed  CAS  Google Scholar 

  • Hebert, P. D. N., Cywinska, A., Ball, S. L., & de Waard, J. R. (2003). Biological identifications through DNA barcodes. Proceedings of the Royal Society of London, Biological Sciences, 270, 313–321.

    Article  CAS  Google Scholar 

  • Hebert, P. D. N., Stoeckle, M. Y., Zemlak, T. S., & Francis, C. M. (2004). Identification of birds through DNA barcodes. PLoS Biology, 2, 1657–1663.

    Article  CAS  Google Scholar 

  • Hickerson, M. J., Meyer, C. P., & Moritz, C. (2006). DNA barcoding will often fail to discover new animal species over broad parameter space. Systematic Biology, 55, 729–739.

    Article  PubMed  Google Scholar 

  • Hollingsworth, M. L., Clark, A. A., Forrest, L. L., Richardson, J., Pennington, R. T., Long, D. G., et al. (2009). Selecting barcoding loci for plants: Evaluation of seven candidate loci with species-level sampling in three divergent groups of land plants. Molecular Ecology Resources, 9, 439–457.

    Article  PubMed  CAS  Google Scholar 

  • Huang, J., Xu, Q., Sun, Z. J., Tang, G. L., & Su, Z. Y. (2007). Identifying earthworms through DNA barcodes. Pedobiologia, 51, 301–309.

    Article  CAS  Google Scholar 

  • Huber, J. A., Morrison, H. G., Huse, S. M., Neal, P. R., Sogin, M. L., & Welch, D. M. (2009). Effect of PCR amplicon size on assessments of clone library microbial diversity and community structure. Environmental Microbiology, 11, 1292–1302.

    Article  PubMed  CAS  Google Scholar 

  • Huse, S. M., Huber, J. A., Morrison, H. G., Sogin, M. L., & Welch, D. M. (2007). Accuracy and quality of massively parallel DNA pyrosequencing. Genome Biology, 8, R143.

    Article  PubMed  CAS  Google Scholar 

  • Imanian, B., Carpenter, K. J., & Keeling, P. J. (2007). Mitochondrial genome of a tertiary endosymbiont retains genes for electron transport proteins. Journal of Eukaryotic Microbiology, 54, 146–153.

    Article  PubMed  CAS  Google Scholar 

  • Ivanova, N. V., Zemlak, T. S., Hanner, R. H., & Hebert, P. D. N. (2007). Universal primer cocktails for fish DNA barcoding. Molecular Ecology Notes, 7, 544–548.

    Article  CAS  Google Scholar 

  • Jahn, R. (1986). A study of Gomphonema augur Ehrenberg: The structure of the frustule and its variability in clones and populations. In M. Ricard (Ed.), Proceedings of the 8th International Diatom Symposium 1984 (pp. 191–204). Paris: Koeltz Scientific Books.

    Google Scholar 

  • Jahn, R., & Kusber, W. H. (2002+). AlgaTerra Information System (online). Botanic Garden and Botanical Museum Berlin-Dahlem, Freie Universität Berlin. http://www.algaterra.org. Accessed 30 December 2010.

  • Jahn, R., Zetzsche, H., Reinhardt, R., & Gemeinholzer, B. (2007). Diatoms and DNA barcoding: A pilot study on an environmental sample. In W. H. Kusber & R. Jahn (Eds.), Proceedings of the 1st Central European Diatom Meeting 2007 (pp. 63–68). Berlin: Botanic Garden and Botanical Museum Berlin-Dahlem.

    Chapter  Google Scholar 

  • Jensen, K. G., Moestrup, Ø., & Schmid, A. M. M. (2003). Ultrastructure of the male gametes from two centric diatoms, Chaetoceros laciniosus and Coscinodiscus wailesii (Bacillariophyceae). Phycologia, 42, 98–105.

    Article  Google Scholar 

  • Kane, R. A., Stothard, J. R., Emery, A. M., & Rollinson, D. (2008). Molecular characterization of freshwater snails in the genus Bulinus: a role for barcodes? Parasites & Vectors, 1(15). doi:10.1186/1756-3305-1-15.

  • Kelly, L. J., Ameka, G. K., & Chase, M. W. (2010). DNA barcoding of African Podostemaceae (river-weeds): A test of proposed barcode regions. Taxon, 10, 251–260.

    Google Scholar 

  • Kobayasi, H., Kobayashi, H., & Idei, M. (1985). Fine structure and taxonomy of the small and tiny Stephanodiscus (Bacillariophyceae) species in Japan. 3. Co-occurrence of Stephanodiscus minutulus (Kütz.) Round and S. parvus Stoerm. & Håk. Japanese Journal of Phycology, 33, 293–300.

    Google Scholar 

  • Kooistra, W. H. C. F., & Medlin, L. K. (1996). Evolution of the diatoms (Bacillariophyta): IV. A reconstruction of their age from small subunit rRNA coding regions and the fossil record. Molecular Phylogenetics and Evolution, 6, 391–407.

    Article  PubMed  CAS  Google Scholar 

  • Kress, W. J., & Erickson, D. L. (2007). A two-locus global DNA barcode for landplants: the coding rbcL gene complements the non-coding trnH-psbA spacer region. PLoS Biology, 2, e508. doi:10.1371/journal.pone.0000508.

    Google Scholar 

  • Kress, W. J., Wurdack, K. J., Zimmer, E. A., Weigt, L. A., & Janzen, D. H. (2005). Use of DNA barcodes to identify flowering plants. Proceedings of the National Academy of Sciences of the USA, 102, 8369–8374.

    Article  PubMed  CAS  Google Scholar 

  • Kucera, H., & Saunders, G. W. (2008). Assigning morphological variance of Fucus (Fucales, Phaeophyceae) in Canadian waters to recognized species using DNA barcoding. Botany, 86, 1065–1079.

    Article  CAS  Google Scholar 

  • Larkin, M. A., Blackshields, G., Brown, N. P., Chenna, R., McGettigan, P. A., McWilliam, H., et al. (2007). Clustal W and Clustal X version 2.0. Bioinformatics, 23, 2947–2948.

    Article  PubMed  CAS  Google Scholar 

  • Lefèvre, E., Bardot, C., Noёl, C., Carrias, J., Viscogliosi, C., Amblard, C., et al. (2007). Unveiling fungal zooflagellates as members of freshwater picoeukaryotes: Evidence from a molecular diversity study in a deep meromictic lake. Environmental Microbiology, 9, 61–71.

    Article  PubMed  CAS  Google Scholar 

  • Levialdi Ghiron, J. H., Amato, A., Montresor, M., & Kooistra, W. H. C. F. (2008). Plastid inheritance in the planctonic raphid pennate Pseudo-nitzschia delicatissima (Bacillariophyceae). Protist, 159, 91–98.

    Article  PubMed  CAS  Google Scholar 

  • Lewis, L. A., & Flechtner, V. R. (2004). Cryptic species of Scenedesmus (Chlorophyta) from desert soil communities of western North America. Journal of Phycology, 40, 1127–1137.

    Article  Google Scholar 

  • Liao, P. C., Huang, B. H., & Huang, S. (2007). Microbial community composition of the Danshui River estuary of northern Taiwan and the practicality of the phylogenetic method in microbial barcoding. Microbial Ecology, 54, 497–507.

    Article  PubMed  Google Scholar 

  • Litaker, R. W., Vandersea, M. W., Kibler, S. R., Reece, K. S., Stokes, N. A., Lutzoni, F. M., et al. (2007). Recognizing dinoflagellate species using ITS rDNA sequences. Journal of Phycology, 43, 344–355.

    Article  CAS  Google Scholar 

  • Lynn, D. H., & Strüder-Kypke, M. C. (2006). Species of Tetrahymena identical by small subunit rRNA gene sequences are discriminated by mitochondrial cytochrome c oxidase I gene sequences. Journal of Eukaryotic Microbiology, 53, 385–387.

    Article  PubMed  CAS  Google Scholar 

  • Mann, D. G. (1999). The species concept in diatoms. Phycologia, 38, 437–495.

    Article  Google Scholar 

  • McManus, H. A., & Lewis, L. A. (2005). Molecular phylogenetics, morphological variation, and colony-form evolution in the family Hydrodictyaceae (Sphaeropleales, Chlorophyta). Phycologia, 44, 582–595.

    Article  Google Scholar 

  • Medlin, L. K., & Kaczmarska, I. (2004). Evolution of the diatoms: V. Morphological and cytological support for the major clades and a taxonomic revision. Phycologia, 43, 245–270.

    Article  Google Scholar 

  • Medlin, L. K., Elwood, H. J., Stickel, S., & Sogin, M. L. (1991). Morphological and genetic variation within the diatom Skeletonema costatum (Bacillariophyta): Evidence for a new species, Skeletonema pseudocostatum. Journal of Phycology, 27, 514–524.

    Article  CAS  Google Scholar 

  • Medlin, L. K., Kooistra, W. H., Gersonde, R., & Wellbrock, U. (1996). Evolution of the diatoms (Bacillariophyta). II. Nuclear-encoded small subunit rRNA sequence comparisons confirm a paraphyletic origin for the centric diatoms. Molecular Biology and Evolution, 13, 67–75.

    PubMed  CAS  Google Scholar 

  • Messing, J. (1983). New M13 vectors for cloning. Methods in Enzymology, 101, 20–78.

    Article  PubMed  CAS  Google Scholar 

  • Meyer, C. P., & Paulay, G. (2005). DNA barcoding: Error rates based on comprehensive sampling. PLoS Biology, 3, e422. doi:10.1371/journal.pbio.0030422.

    Article  PubMed  CAS  Google Scholar 

  • Moniz, M. B. J., & Kaczmarska, I. (2009). Barcoding diatoms: Is there a good marker? Molecular Ecology Resources, 9, 65–74.

    Article  PubMed  CAS  Google Scholar 

  • Moniz, M. B. J., & Kaczmarska, I. (2010). Barcoding of diatoms: Nuclear encoded ITS revisited. Protist, 161, 7–34.

    Article  PubMed  CAS  Google Scholar 

  • Morales, E. A., Siver, P. A., & Trainor, F. R. (2001). Identification of diatoms (Bacillariophyceae) during ecological assessments: Comparison between light microscopy and scanning electron microscopy techniques. Proceedings of the Academy of Natural Sciences of Philadelphia, 151, 95–103.

    Article  Google Scholar 

  • Moritz, C., & Cicero, C. (2004). DNA barcoding: Promise and pitfalls. PLoS Biology, 2, 1529–1531.

    Article  CAS  Google Scholar 

  • Müller, K. (2005). SeqState – primer design and sequence statistics for phylogenetic DNA data sets. Applied Bioinformatics, 4, 65–69.

    Article  PubMed  Google Scholar 

  • Müller, T., Philippi, N., Dandekar, T., Schultz, J., & Wolf, M. (2007). Distinguishing species. RNA, 13, 1469–1472.

    Article  PubMed  CAS  Google Scholar 

  • Nelles, L., Fang, B. L., Volckaert, G., Vandenberghe, A., & De Wachter, R. (1984). Nucleotide sequence of a crustacean 18S ribosomal RNA gene and secondary structure of eukaryotic small subunit ribosomal RNAs. Nucleic Acid Research, 12, 8749–8768.

    Article  CAS  Google Scholar 

  • Newmaster, S. G., Fazekas, A., Steeves, R., & Janovec, J. (2008). Testing candidate plant barcode regions in the Myristicaceae. Molecular Ecology Resources, 8, 480–490.

    Article  PubMed  CAS  Google Scholar 

  • Nickrent, D. L., & Sargent, M. L. (1991). An overview of the secondary structure of the V4 region of eukaryotic small-subunit ribosomal RNA. Nucleic Acid Research, 19, 227–235.

    Article  CAS  Google Scholar 

  • Poulíčková, A., Špačková, J., Kelly, M. G., Duchoslav, M., & Mann, D. G. (2008). Ecological variation within Sellaphora species complexes (Bacillariophyceae): Specialists or generalists? Hydrobiologia, 614, 373–386.

    Article  Google Scholar 

  • Powers, T. (2004). Nematode molecular diagnostics: From bands to barcodes. Annual Review of Phytopathology, 42, 367–38.

    Article  PubMed  CAS  Google Scholar 

  • R Development Core Team. (2005). R: A language and environment for statistical computing. Vienna: R Foundation for Statistical Computing.

    Google Scholar 

  • Ratnasingham, S., & Hebert, P. D. N. (2007). BOLD: The barcode of life data system. Molecular Ecology Notes, 7, 355–364.

    Article  PubMed  CAS  Google Scholar 

  • Ravin, N. V., Galachyants, Y. P., Merdanov, A. V., Beletsky, A. V., Petrova, D. P., Sherbakova, T. A., et al. (2010). Complete sequence of the mitochondrial genome of a diatom alga Synedra acus and comparative analysis of diatom mitochondrial genomes. Current Genetics, 56, 215–223.

    Article  PubMed  CAS  Google Scholar 

  • Robba, L., Russell, S. J., Barker, G. L., & Brodie, J. (2006). Assessing the use of the mitochondrial cox1 marker for use in DNA barcoding of red algae (Rhodophyta). American Journal of Botany, 93, 1101–1108.

    Article  PubMed  CAS  Google Scholar 

  • Romari, K., & Vaulot, D. (2004). Composition and temporal variability of picoeukaryote communities at a coastal site of the English Channel from 18S rDNA sequences. Limnology and Oceanography, 49, 784–798.

    Article  Google Scholar 

  • Round, F. E., Crawford, R. M., & Mann, D. G. (1990). The diatoms – biology and morphology of the genera. Cambridge: Cambridge University Press.

    Google Scholar 

  • Sarno, D., Kooistra, W. H. C. F., Medlin, L. K., Percopo, I., & Zingone, A. (2005). Diversity in the genus Skeletonema (Bacillariophyceae). II: An assessment of the taxonomy of S. costatum–like species with the description of four new species. Journal of Phycology, 41, 151–176.

    Article  Google Scholar 

  • Saunders, G. W. (2005). Applying DNA barcoding to red macroalgae: a preliminary appraisal holds promise for future application. Philosophical Transactions of the Royal Society of London, Biological Sciences, 360, 1879–1888.

    Article  CAS  Google Scholar 

  • Saunders, G. W. (2008). A DNA barcode examination of the red algal family Dumontiaceae in Canadian waters reveals substantial cryptic species diversity. 1. The foliose Dilsea-Neodilsea complex and Weeksia. Botany, 86, 773–789.

    Article  CAS  Google Scholar 

  • Savin, M. C., Martin, J. L., Giewat, M., & Rooney-Varga, J. (2004). Plankton diversity in the Bay of Fundy as measured by morphological and molecular methods. Microbial Ecology, 48, 51–65.

    Article  PubMed  CAS  Google Scholar 

  • Schloss, P. D. (2010). The effects of alignment quality, distance calculation method, sequence filtering, and region on the analysis of 16S rRNA gene-based studies. PLoS Computational Biology, 6, e1000844. doi:10.1371/journal.pcbi.1000844.

    Article  PubMed  CAS  Google Scholar 

  • Scicluna, S. M., Tawari, B., & Clark, C. G. (2006). DNA barcoding of Blastocystis. Protist, 157, 77–85.

    Article  PubMed  CAS  Google Scholar 

  • Seifert, K. A., Samson, R. A., de Waard, J. R., Houbraken, J., Lévesque, C. A., Moncalvo, J. M., et al. (2007). Prospects for fungus identification using COI DNA barcodes, with Penicillium as a test case. Proceedings of the National Academy of Sciences of the USA, 104, 3901–3906.

    Article  PubMed  CAS  Google Scholar 

  • Smetacek, V. (1999). Diatoms and the carbon ocean cycle. Protist, 150, 25–32.

    Article  PubMed  CAS  Google Scholar 

  • Sorhannus, U. (2007). A nuclear-encoded small-subunit ribosomal RNA timescale for diatom evolution. Marine Micropaleontology, 65, 1–12.

    Article  Google Scholar 

  • Spamer, E. E., & Theriot, E. C. (1997). “Stephanodiscus minutulus”, “S. minutus”, and similar epithets in taxonomic, ecological, and evolutionary studies of modern and fossil diatoms (Bacillariophyceae: Thalassiosiraceae)—A century and a half of uncertain taxonomy and nomenclatural hearsay. Proceedings of the Academy of Natural Sciences of Philadelphia, 148, 231–272.

    Google Scholar 

  • Stevenson, R. J., & Pan, Y. (1999). Assessing ecological conditions in rivers and streams with diatoms. In E. P. Stoermer & J. P. Smol (Eds.), The diatoms: Applications to the environmental and earth sciences (pp. 11–40). Cambridge: Cambridge University Press.

    Google Scholar 

  • Stoeckle, M. (2003). Taxonomy, DNA and the barcode of life. Bioscience, 53, 2–3.

    Article  Google Scholar 

  • Stoermer, E. P., & Smol, J. P. (1999). The diatoms: Applications to the environmental and earth sciences. Cambridge: Cambridge University Press.

    Google Scholar 

  • Summerbell, R. C., Lévesque, C. A., Seifert, K. A., Bovers, M., Fell, J. W., Diaz, M. R., et al. (2005). Microcoding: The second step in DNA barcoding. Philosophical Transactions of the Royal Society of London, Biological Sciences, 360, 1897–1903.

    Article  CAS  Google Scholar 

  • Swofford, D. L. (2002). PAUP*: Phylogenetic Analyses Using Parsimony (* and other methods). 4.0 beta. Sunderland: Sinauer Associates.

    Google Scholar 

  • Taylor, J., Bruns, T., & Lutzoni, F. (2008). ITS as the fungal barcode. http://www.allfungi.com/its-barcode.php. Accessed 30 December 2010.

  • Teubner, K. (1997). Merkmalsvariabilität bei planktischen Diatomeen in Berlin-Brandenburger Gewässern. Nova Hedwigia, 65, 233–250.

    Google Scholar 

  • Utz, L. R., & Eizirik, E. (2007). Molecular phylogenies of subclass Peritrichia (Ciliophora: Oligohymenophorea) based on expanded analyses of 18S rRNA sequences. Journal of Eukaryotic Microbiology, 54, 303–305.

    Article  PubMed  CAS  Google Scholar 

  • Vanelslander, B., Créach, V., Vanormelingen, P., Ernst, A., Chepurnov, V. A., Sahan, E., et al. (2009). Ecological differentiation between sympatric pseudocryptic species in the estuarine benthic diatom Navicula phyllepta (Bacillariophyceae). Journal of Phycology, 45, 1278–1289.

    Article  CAS  Google Scholar 

  • Ward, R., Zemlack, T. S., Innes, B. H., Last, P. R., & Hebert, P. D. N. (2005). DNA barcoding Australia’s fish species. Philosophical Transactions of the Royal Society of London, Biological Sciences, 360, 1847–1857.

    Article  CAS  Google Scholar 

  • Wolf, M., Scheffler, W., & Nicklisch, A. (2002). Stephanodiscus neoastraea and Stephanodiscus heterostylus (Bacillariophyceae) are one and the same species. Diatom Research, 17, 445–451.

    Google Scholar 

  • Wu, S. G., Wang, G. T., Xi, B. W., Gao, D., & Nie, P. (2008). Molecular characteristics of Camallanus spp. (Spirurida: Camallanidae) in fishes from China based on its rDNA sequences. Journal of Parasitology, 94, 731–736.

    PubMed  CAS  Google Scholar 

  • Xia, X. H., Xie, Z., & Kjer, K. M. (2003). 18S ribosomal RNA and tetrapod phylogeny. Systematic Biology, 52, 283–295.

    Article  PubMed  Google Scholar 

  • Zechman, F. W., Zimmer, E. A., & Theriot, E. C. (1994). Use of ribosomal DNA internal transcribed spacers for phylogenetic studies in diatoms. Journal of Phycology, 30, 507–512.

    Article  CAS  Google Scholar 

  • Zuker, M. (2003). Mfold web server for nucleic acid folding and hybridization prediction. Nucleic Acids Research, 31, 3406–3415.

    Article  PubMed  CAS  Google Scholar 

Download references

Acknowledgements

The authors wish to thank Martin Pfannkuchen and Daniela Maric, Monica Moniz and Irena Kaczmarska, James Ehrman, Neela Enke, Nelida Abarca, Daniel Lauterbach, Wolf-Henning Kusber and Weliton da Silva for fruitful discussions, Oliver Skibbe and Jana Bansemer for diatom cultivation. We also thank Michael Kube and Richard Reinhardt (MPI for Molecular Genetics, Berlin) for providing time and guidance at the 454 sequencer. The Association of the Friends of the Botanic Garden and Botanical Museum Berlin-Dahlem and the Academic Senate of the Freie Universität Berlin have provided financial support.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Jonas Zimmermann.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Zimmermann, J., Jahn, R. & Gemeinholzer, B. Barcoding diatoms: evaluation of the V4 subregion on the 18S rRNA gene, including new primers and protocols. Org Divers Evol 11, 173–192 (2011). https://doi.org/10.1007/s13127-011-0050-6

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s13127-011-0050-6

Keywords

Navigation