Op De Beeck, Michiel
Lievens, Bart
Busschaert, Pieter
Declerck, Stephan
[UCL]
Vangronsveld, Jaco
Colpaert, Jan V.
Current metabarcoding studies aiming to characterize microbial communities generally rely on the amplification and sequencing of relatively short DNA regions. For fungi, the internal transcribed spacer (ITS) region in the ribosomal RNA (rRNA) operon has been accepted as the formal fungal barcode. Despite an increasing number of fungal metabarcoding studies, the amplification efficiency of primers is generally not tested prior to their application in metabarcoding studies. Some of the challenges that metabarcoding primers should overcome efficiently are the amplification of target DNA strands in samples rich in non-target DNA and environmental pollutants, such as humic acids, that may have been co-extracted with DNA. In the current study, three selected primer pairs were tested for their suitability as fungal metabarcoding primers. The selected primer pairs include two primer pairs that have been frequently used in fungal metabarcoding studies (ITS1F/ITS2 and ITS3/ITS4) and a primer pair (ITS86F/ITS4) that has been shown to efficiently amplify the ITS2 region of a broad range of fungal taxa in environmental soil samples. The selected primer pairs were evaluated in a 454 amplicon pyrosequencing experiment, real-time PCR (qPCR) experiments and in silico analyses. Results indicate that experimental evaluation of primers provides valuable information that could aid in the selection of suitable primers for fungal metabarcoding studies. Furthermore, we show that the ITS86F/ITS4 primer pair outperforms other primer pairs tested in terms of in silico primer efficiency, PCR efficiency, coverage, number of reads and number of species-level operational taxonomic units (OTUs) obtained. These traits push the ITS86F/ITS4 primer pair forward as highly suitable for studying fungal diversity and community structures using DNA metabarcoding. © 2014 Op De Beeck et al.
- STAHL D. A., LANE D. J., OLSEN G. J., PACE N. R., Analysis of Hydrothermal Vent-Associated Symbionts by Ribosomal RNA Sequences, 10.1126/science.224.4647.409
- HUGENHOLTZ P, PACE N, Identifying microbial diversity in the natural environment: A molecular phylogenetic approach, 10.1016/0167-7799(96)10025-1
- M Margulies, Nature, 437, 376 (2005)
- Sogin M. L., Morrison H. G., Huber J. A., Welch D. M., Huse S. M., Neal P. R., Arrieta J. M., Herndl G. J., Microbial diversity in the deep sea and the underexplored "rare biosphere", 10.1073/pnas.0605127103
- Buée M., Reich M., Murat C., Morin E., Nilsson R. H., Uroz S., Martin F., 454 Pyrosequencing analyses of forest soils reveal an unexpectedly high fungal diversity : Research, 10.1111/j.1469-8137.2009.03003.x
- TABERLET PIERRE, COISSAC ERIC, POMPANON FRANÇOIS, BROCHMANN CHRISTIAN, WILLERSLEV ESKE, Towards next-generation biodiversity assessment using DNA metabarcoding : NEXT-GENERATION DNA METABARCODING, 10.1111/j.1365-294x.2012.05470.x
- Hebert P. D. N., Cywinska A., Ball S. L., deWaard J. R., Biological identifications through DNA barcodes, 10.1098/rspb.2002.2218
- JUSTE A, THOMMA B, LIEVENS B, Recent advances in molecular techniques to study microbial communities in food-associated matrices and processes, 10.1016/j.fm.2008.04.009
- SEIFERT KEITH A., Progress towards DNA barcoding of fungi, 10.1111/j.1755-0998.2009.02635.x
- Begerow Dominik, Nilsson Henrik, Unterseher Martin, Maier Wolfgang, Current state and perspectives of fungal DNA barcoding and rapid identification procedures, 10.1007/s00253-010-2585-4
- Schoch C. L., Seifert K. A., Huhndorf S., Robert V., Spouge J. L., Levesque C. A., Chen W., Bolchacova E., Voigt K., Crous P. W., Miller A. N., Wingfield M. J., Aime M. C., An K.-D., Bai F.-Y., Barreto R. W., Begerow D., Bergeron M.-J., Blackwell M., Boekhout T., Bogale M., Boonyuen N., Burgaz A. R., Buyck B., Cai L., Cai Q., Cardinali G., Chaverri P., Coppins B. J., Crespo A., Cubas P., Cummings C., Damm U., de Beer Z. W., de Hoog G. S., Del-Prado R., Dentinger B., Dieguez-Uribeondo J., Divakar P. K., Douglas B., Duenas M., Duong T. A., Eberhardt U., Edwards J. E., Elshahed M. S., Fliegerova K., Furtado M., Garcia M. A., Ge Z.-W., Griffith G. W., Griffiths K., Groenewald J. Z., Groenewald M., Grube M., Gryzenhout M., Guo L.-D., Hagen F., Hambleton S., Hamelin R. C., Hansen K., Harrold P., Heller G., Herrera C., Hirayama K., Hirooka Y., Ho H.-M., Hoffmann K., Hofstetter V., Hognabba F., Hollingsworth P. M., Hong S.-B., Hosaka K., Houbraken J., Hughes K., Huhtinen S., Hyde K. D., James T., Johnson E. M., Johnson J. E., Johnston P. R., Jones E. B. G., Kelly L. J., Kirk P. M., Knapp D. G., Koljalg U., Kovacs G. M., Kurtzman C. P., Landvik S., Leavitt S. D., Liggenstoffer A. S., Liimatainen K., Lombard L., Luangsa-ard J. J., Lumbsch H. T., Maganti H., Maharachchikumbura S. S. N., Martin M. P., May T. W., McTaggart A. R., Methven A. S., Meyer W., Moncalvo J.-M., Mongkolsamrit S., Nagy L. G., Nilsson R. H., Niskanen T., Nyilasi I., Okada G., Okane I., Olariaga I., Otte J., Papp T., Park D., Petkovits T., Pino-Bodas R., Quaedvlieg W., Raja H. A., Redecker D., Rintoul T. L., Ruibal C., Sarmiento-Ramirez J. M., Schmitt I., Schussler A., Shearer C., Sotome K., Stefani F. O. P., Stenroos S., Stielow B., Stockinger H., Suetrong S., Suh S.-O., Sung G.-H., Suzuki M., Tanaka K., Tedersoo L., Telleria M. T., Tretter E., Untereiner W. A., Urbina H., Vagvolgyi C., Vialle A., Vu T. D., Walther G., Wang Q.-M., Wang Y., Weir B. S., Weiss M., White M. M., Xu J., Yahr R., Yang Z. L., Yurkov A., Zamora J.-C., Zhang N., Zhuang W.-Y., Schindel D., , , Nuclear ribosomal internal transcribed spacer (ITS) region as a universal DNA barcode marker for Fungi, 10.1073/pnas.1117018109
- Porter Teresita M., Brian Golding G., Are similarity- or phylogeny-based methods more appropriate for classifying internal transcribed spacer (ITS) metagenomic amplicons?, 10.1111/j.1469-8137.2011.03838.x
- Haas B. J., Gevers D., Earl A. M., Feldgarden M., Ward D. V., Giannoukos G., Ciulla D., Tabbaa D., Highlander S. K., Sodergren E., Methe B., DeSantis T. Z., Petrosino J. F., Knight R., Birren B. W., , Chimeric 16S rRNA sequence formation and detection in Sanger and 454-pyrosequenced PCR amplicons, 10.1101/gr.112730.110
- Kosch T. A., Summers K., Techniques for minimizing the effects of PCR inhibitors in the chytridiomycosis assay, 10.1111/1755-0998.12041
- MF Polz, Appl Environ Microbiol, 64, 3724 (1998)
- Jumpponen Ari, Soil Fungal Communities Underneath Willow Canopies on a Primary Successional Glacier Forefront: rDNA Sequence Results Can Be Affected by Primer Selection and Chimeric Data, 10.1007/s00248-004-0006-x
- Engelbrektson Anna, Kunin Victor, Wrighton Kelly C, Zvenigorodsky Natasha, Chen Feng, Ochman Howard, Hugenholtz Philip, Experimental factors affecting PCR-based estimates of microbial species richness and evenness, 10.1038/ismej.2009.153
- White T.J., Bruns T., Lee S., Taylor J., AMPLIFICATION AND DIRECT SEQUENCING OF FUNGAL RIBOSOMAL RNA GENES FOR PHYLOGENETICS, PCR Protocols (1990) ISBN:9780123721808 p.315-322, 10.1016/b978-0-12-372180-8.50042-1
- GARDES M., BRUNS T. D., ITS primers with enhanced specificity for basidiomycetes - application to the identification of mycorrhizae and rusts, 10.1111/j.1365-294x.1993.tb00005.x
- Jumpponen A., Jones K. L., Massively parallel 454 sequencing indicates hyperdiverse fungal communities in temperateQuercus macrocarpaphyllosphere, 10.1111/j.1469-8137.2009.02990.x
- AMEND ANTHONY S., SEIFERT KEITH A., BRUNS THOMAS D., Quantifying microbial communities with 454 pyrosequencing: does read abundance count? : QUANTITATIVE PYROSEQUENCING OF MICROBES, 10.1111/j.1365-294x.2010.04898.x
- Ghannoum Mahmoud A., Jurevic Richard J., Mukherjee Pranab K., Cui Fan, Sikaroodi Masoumeh, Naqvi Ammar, Gillevet Patrick M., Characterization of the Oral Fungal Microbiome (Mycobiome) in Healthy Individuals, 10.1371/journal.ppat.1000713
- JUMPPONEN ARI, JONES KENNETH L., DAVID MATTOX J., YAEGE CHULEE, Massively parallel 454-sequencing of fungal communities inQuercusspp. ectomycorrhizas indicates seasonal dynamics in urban and rural sites, 10.1111/j.1365-294x.2009.04483.x
- Tedersoo Leho, Nilsson R. Henrik, Abarenkov Kessy, Jairus Teele, Sadam Ave, Saar Irja, Bahram Mohammad, Bechem Eneke, Chuyong George, Kõljalg Urmas, 454 Pyrosequencing and Sanger sequencing of tropical mycorrhizal fungi provide similar results but reveal substantial methodological biases, 10.1111/j.1469-8137.2010.03373.x
- Hibbett David S., Ohman Anders, Glotzer Dylan, Nuhn Mitchell, Kirk Paul, Nilsson R. Henrik, Progress in molecular and morphological taxon discovery in Fungi and options for formal classification of environmental sequences, 10.1016/j.fbr.2011.01.001
- Vancov Tony, Keen Brad, Amplification of soil fungal community DNA using the ITS86F and ITS4 primers, 10.1111/j.1574-6968.2009.01621.x
- CY Turenne, J Clin Microbiol, 37, 1846 (1999)
- Carlsen Tor, Aas Anders Bjørnsgaard, Lindner Daniel, Vrålstad Trude, Schumacher Trond, Kauserud Håvard, Don't make a mista(g)ke: is tag switching an overlooked source of error in amplicon pyrosequencing studies?, 10.1016/j.funeco.2012.06.003
- Schloss P. D., Westcott S. L., Ryabin T., Hall J. R., Hartmann M., Hollister E. B., Lesniewski R. A., Oakley B. B., Parks D. H., Robinson C. J., Sahl J. W., Stres B., Thallinger G. G., Van Horn D. J., Weber C. F., Introducing mothur: Open-Source, Platform-Independent, Community-Supported Software for Describing and Comparing Microbial Communities, 10.1128/aem.01541-09
- Blaalid R., Kumar S., Nilsson R. H., Abarenkov K., Kirk P. M., Kauserud H., ITS1 versus ITS2 as DNA metabarcodes for fungi, 10.1111/1755-0998.12065
- K Abarenkov, Evol Bioinform, 6, 189 (2010)
- Kõljalg Urmas, Larsson Karl-Henrik, Abarenkov Kessy, Nilsson R. Henrik, Alexander Ian J., Eberhardt Ursula, Erland Susanne, Høiland Klaus, Kjøller Rasmus, Larsson Ellen, Pennanen Taina, Sen Robin, Taylor Andy F. S., Tedersoo Leho, Vrålstad Trude, UNITE: a database providing web-based methods for the molecular identification of ectomycorrhizal fungi : Methods, 10.1111/j.1469-8137.2005.01376.x
- Nakamura Y., Cochrane G., Karsch-Mizrachi I., , The International Nucleotide Sequence Database Collaboration, 10.1093/nar/gks1084
- Walters William A., Caporaso J. Gregory, Lauber Christian L., Berg-Lyons Donna, Fierer Noah, Knight Rob, PrimerProspector: de novo design and taxonomic analysis of barcoded polymerase chain reaction primers, 10.1093/bioinformatics/btr087
- Ihrmark Katarina, Bödeker Inga T.M., Cruz-Martinez Karelyn, Friberg Hanna, Kubartova Ariana, Schenck Jessica, Strid Ylva, Stenlid Jan, Brandström-Durling Mikael, Clemmensen Karina E., Lindahl Björn D., New primers to amplify the fungal ITS2 region - evaluation by 454-sequencing of artificial and natural communities, 10.1111/j.1574-6941.2012.01437.x
- Toju Hirokazu, Tanabe Akifumi S., Yamamoto Satoshi, Sato Hirotoshi, High-Coverage ITS Primers for the DNA-Based Identification of Ascomycetes and Basidiomycetes in Environmental Samples, 10.1371/journal.pone.0040863
- Martin Kendall J, Rygiewicz Paul T, 10.1186/1471-2180-5-28
- Egger Keith N., Molecular analysis of ectomycorrhizal fungal communities, 10.1139/b95-405
- Kennedy S, Oswald N (2011) PCR troubleshooting and optimization: the essential guide. United Kingdom: Caister Academic Press. 235 p.
- Bazzicalupo Anna L., Bálint Miklós, Schmitt Imke, Comparison of ITS1 and ITS2 rDNA in 454 sequencing of hyperdiverse fungal communities, 10.1016/j.funeco.2012.09.003
- Lefever S., Pattyn F., Hellemans J., Vandesompele J., Single-Nucleotide Polymorphisms and Other Mismatches Reduce Performance of Quantitative PCR Assays, 10.1373/clinchem.2013.203653
- Bellemain Eva, Carlsen Tor, Brochmann Christian, Coissac Eric, Taberlet Pierre, Kauserud Håvard, ITS as an environmental DNA barcode for fungi: an in silico approach reveals potential PCR biases, 10.1186/1471-2180-10-189
- Nilsson Rolf Henrik, Ryberg Martin, Abarenkov Kessy, Sjökvist Elisabet, Kristiansson Erik, The ITS region as a target for characterization of fungal communities using emerging sequencing technologies, 10.1111/j.1574-6968.2009.01618.x
- Monard Cécile, Gantner Stephan, Stenlid Jan, Utilizing ITS1 and ITS2 to study environmental fungal diversity using pyrosequencing, 10.1111/1574-6941.12046
- Feinstein L. M., Sul W. J., Blackwood C. B., Assessment of Bias Associated with Incomplete Extraction of Microbial DNA from Soil, 10.1128/aem.00120-09
- Lindahl Björn D., Nilsson R. Henrik, Tedersoo Leho, Abarenkov Kessy, Carlsen Tor, Kjøller Rasmus, Kõljalg Urmas, Pennanen Taina, Rosendahl Søren, Stenlid Jan, Kauserud Håvard, Fungal community analysis by high-throughput sequencing of amplified markers - a user's guide, 10.1111/nph.12243
- Davey Marie L., Currah Randolph S., A new species of Cladophialophora (hyphomycetes) from boreal and montane bryophytes, 10.1016/j.mycres.2006.10.004
- Münzenberger Babette, Schneider Beate, Nilsson R. Henrik, Bubner Ben, Larsson Karl-Henrik, Hüttl Reinhard F., Morphology, anatomy, and molecular studies of the ectomycorrhiza formed axenically by the fungus Sistotrema sp. (Basidiomycota), 10.1007/s11557-011-0797-3
- Ashkannejhad Sara, Horton Thomas R., Ectomycorrhizal ecology under primary succession on coastal sand dunes: interactions involvingPinus contorta,suilloid fungi and deer, 10.1111/j.1469-8137.2005.01593.x
Bibliographic reference |
Op De Beeck, Michiel ; Lievens, Bart ; Busschaert, Pieter ; Declerck, Stephan ; Vangronsveld, Jaco ; et. al. Comparison and validation of some ITS primer pairs useful for fungal metabarcoding studies. In: PLoS One, Vol. 9, no. 6 (2014) |
Permanent URL |
http://hdl.handle.net/2078.1/160308 |