351
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Siegenthaler A, Wangensteen OS, Soto AZ, Benvenuto C, Corrigan L, Mariani S. Metabarcoding of shrimp stomach content: Harnessing a natural sampler for fish biodiversity monitoring. Mol Ecol Resour 2018; 19:206-220. [PMID: 30358106 PMCID: PMC7379652 DOI: 10.1111/1755-0998.12956] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2017] [Revised: 10/08/2018] [Accepted: 10/10/2018] [Indexed: 11/30/2022]
Abstract
Given their positioning and biological productivity, estuaries have long represented key providers of ecosystem services and consequently remain under remarkable pressure from numerous forms of anthropogenic impact. The monitoring of fish communities in space and time is one of the most widespread and established approaches to assess the ecological status of estuaries and other coastal habitats, but traditional fish surveys are invasive, costly, labour intensive and highly selective. Recently, the application of metabarcoding techniques, on either sediment or aqueous environmental DNA, has rapidly gained popularity. Here, we evaluate the application of a novel, high‐throughput DNA‐based monitoring tool to assess fish diversity, based on the analysis of the gut contents of a generalist predator/scavenger, the European brown shrimp, Crangon crangon. Sediment and shrimp samples were collected from eight European estuaries, and DNA metabarcoding (using both 12S and COI markers) was carried out to infer fish assemblage composition. We detected 32 teleost species (16 and 20, for 12S and COI, respectively). Twice as many species were recovered using metabarcoding than by traditional net surveys. By comparing and interweaving trophic, environmental DNA and traditional survey‐based techniques, we show that the DNA‐assisted gut content analysis of a ubiquitous, easily accessible, generalist species may serve as a powerful, rapid and cost‐effective tool for large‐scale, routine estuarine biodiversity monitoring.
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Affiliation(s)
- Andjin Siegenthaler
- Ecosystems and Environment Research Centre, School of Environment and Life Sciences, University of Salford, Salford, UK
| | - Owen S Wangensteen
- Ecosystems and Environment Research Centre, School of Environment and Life Sciences, University of Salford, Salford, UK
| | - Ana Z Soto
- Ecosystems and Environment Research Centre, School of Environment and Life Sciences, University of Salford, Salford, UK
| | - Chiara Benvenuto
- Ecosystems and Environment Research Centre, School of Environment and Life Sciences, University of Salford, Salford, UK
| | - Laura Corrigan
- Environment Agency, Tyneside House, Newcastle upon Tyne, UK
| | - Stefano Mariani
- Ecosystems and Environment Research Centre, School of Environment and Life Sciences, University of Salford, Salford, UK
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352
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Kandlikar GS, Gold ZJ, Cowen MC, Meyer RS, Freise AC, Kraft NJB, Moberg-Parker J, Sprague J, Kushner DJ, Curd EE. ranacapa: An R package and Shiny web app to explore environmental DNA data with exploratory statistics and interactive visualizations. F1000Res 2018; 7:1734. [PMID: 30613396 PMCID: PMC6305237 DOI: 10.12688/f1000research.16680.1] [Citation(s) in RCA: 107] [Impact Index Per Article: 15.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 10/23/2018] [Indexed: 11/29/2022] Open
Abstract
Environmental DNA (eDNA) metabarcoding is becoming a core tool in ecology and conservation biology, and is being used in a growing number of education, biodiversity monitoring, and public outreach programs in which professional research scientists engage community partners in primary research. Results from eDNA analyses can engage and educate natural resource managers, students, community scientists, and naturalists, but without significant training in bioinformatics, it can be difficult for this diverse audience to interact with eDNA results. Here we present the R package ranacapa, at the core of which is a Shiny web app that helps perform exploratory biodiversity analyses and visualizations of eDNA results. The app requires a taxonomy-by-sample matrix and a simple metadata file with descriptive information about each sample. The app enables users to explore the data with interactive figures and presents results from simple community ecology analyses. We demonstrate the value of ranacapa to two groups of community partners engaging with eDNA metabarcoding results.
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Affiliation(s)
- Gaurav S Kandlikar
- Department of Ecology and Evolutionary Biology, University of California, Los Angeles, Los Angeles, CA, 90095, USA
| | - Zachary J Gold
- Department of Ecology and Evolutionary Biology, University of California, Los Angeles, Los Angeles, CA, 90095, USA
| | - Madeline C Cowen
- Department of Ecology and Evolutionary Biology, University of California, Los Angeles, Los Angeles, CA, 90095, USA
| | - Rachel S Meyer
- Department of Ecology and Evolutionary Biology, University of California, Los Angeles, Los Angeles, CA, 90095, USA
| | - Amanda C Freise
- Department of Microbiology and Microbial Genetics, University of California, Los Angeles, Los Angeles, CA, 90095, USA
| | - Nathan J B Kraft
- Department of Ecology and Evolutionary Biology, University of California, Los Angeles, Los Angeles, CA, 90095, USA
| | - Jordan Moberg-Parker
- Department of Microbiology and Microbial Genetics, University of California, Los Angeles, Los Angeles, CA, 90095, USA
| | - Joshua Sprague
- Channel Islands National Park, National Park Service, Ventura, CA, USA
| | - David J Kushner
- Channel Islands National Park, National Park Service, Ventura, CA, USA
| | - Emily E Curd
- Department of Ecology and Evolutionary Biology, University of California, Los Angeles, Los Angeles, CA, 90095, USA
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353
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Metabarcoding of marine environmental DNA based on mitochondrial and nuclear genes. Sci Rep 2018; 8:14822. [PMID: 30287908 PMCID: PMC6172225 DOI: 10.1038/s41598-018-32917-x] [Citation(s) in RCA: 37] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2018] [Accepted: 09/17/2018] [Indexed: 11/17/2022] Open
Abstract
We establish the new approach of environmental DNA (eDNA) analyses for the North Sea. Our study uses a multigene approach, including the mitochondrial cytochrome-c-oxidase subunit I (COI) gene for analyzing species composition and the nuclear hypervariable region V8 of 18S rDNA for analyzing supraspecific biodiversity. A new minibarcode primer (124 bp) was created on the basis of a metazoan COI barcode library with 506 species and tested in silico, in vitro, and in situ. We applied high throughput sequencing to filtrates of 23 near-bottom water samples taken at three seasons from 14 stations. The set of COI primers allowed amplification of mitochondrial minibarcodes for diverse metazoan phyla and the differentiation at the species level for more than 99% of the specimens in the dataset. Our results revealed that the number of sequences is not consistent with proportions in the given DNA mixture. Altogether, environmental sequences could be assigned to 114 species and to 12 metazoan phyla. A spatial distribution of taxa recovered by eDNA was congruent with known distributions. Finally, the successful detection of species and biodiversity depends on a comprehensive sequence reference database. Our study offers a powerful tool for future biodiversity research, including the detection of nonnative species.
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354
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Wang S, Wang X. Long-term biodegradation of aged saline-alkali oily sludge with the addition of bulking agents and microbial agents. ROYAL SOCIETY OPEN SCIENCE 2018; 5:180418. [PMID: 30473811 PMCID: PMC6227984 DOI: 10.1098/rsos.180418] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/15/2018] [Accepted: 09/27/2018] [Indexed: 05/21/2023]
Abstract
Huge amount of aged oily sludge was generated during the drilling and transportation of crude oil. Sometimes, the sludge exhibited characters of combined pollution, such as saline-alkali oily sludge. Orthogonal experiments of L16(45) were conducted to evaluate the long-term effects of total petroleum hydrocarbons (TPH) concentration, microbial agents (Oil Gator and ZL) and bulking agents (peat and wheat bran) on the biodegradation of aged saline-alkali oily sludge. Compared with the control group, the significant improvement in the removal rate of TPH was exhibited with the addition of microbial agents and bulking agents after 231 days of the experimental period. Based on the values of mean range (R), it was revealed that the predominant influencing factor of the bioremediation was TPH concentration. After biostimulation and bioaugmentation, the quantity of petroleum hydrocarbon-degrading bacteria in the oily sludge increased by 2-4 orders of magnitude. Furthermore, the bioremediation improved the microbial diversity based on the analysis of PCR-DGGE. It was inferred that the addition of microbial agents and bulking agents reconstructed the microbial ecological niche. The principal component analysis indicated that the differentiation of the microbial community was generated by the biostimulation and bioaugmentation in comparison with the control samples.
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Affiliation(s)
- Shijie Wang
- Beijing Municipal Research Institute of Environmental Protection, Beijing 100037, People's Republic of China
| | - Xiang Wang
- State Key Laboratory of Coal Mine Disaster Dynamics and Control, Chongqing University, Chongqing 400044, People's Republic of China
- Department of Environmental Science, Chongqing University, Chongqing 400044, People's Republic of China
- Author for correspondence: Xiang Wang e-mail:
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355
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Pawlowski J, Kelly-Quinn M, Altermatt F, Apothéloz-Perret-Gentil L, Beja P, Boggero A, Borja A, Bouchez A, Cordier T, Domaizon I, Feio MJ, Filipe AF, Fornaroli R, Graf W, Herder J, van der Hoorn B, Iwan Jones J, Sagova-Mareckova M, Moritz C, Barquín J, Piggott JJ, Pinna M, Rimet F, Rinkevich B, Sousa-Santos C, Specchia V, Trobajo R, Vasselon V, Vitecek S, Zimmerman J, Weigand A, Leese F, Kahlert M. The future of biotic indices in the ecogenomic era: Integrating (e)DNA metabarcoding in biological assessment of aquatic ecosystems. THE SCIENCE OF THE TOTAL ENVIRONMENT 2018; 637-638:1295-1310. [PMID: 29801222 DOI: 10.1016/j.scitotenv.2018.05.002] [Citation(s) in RCA: 216] [Impact Index Per Article: 30.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/06/2018] [Revised: 04/11/2018] [Accepted: 05/01/2018] [Indexed: 05/05/2023]
Abstract
The bioassessment of aquatic ecosystems is currently based on various biotic indices that use the occurrence and/or abundance of selected taxonomic groups to define ecological status. These conventional indices have some limitations, often related to difficulties in morphological identification of bioindicator taxa. Recent development of DNA barcoding and metabarcoding could potentially alleviate some of these limitations, by using DNA sequences instead of morphology to identify organisms and to characterize a given ecosystem. In this paper, we review the structure of conventional biotic indices, and we present the results of pilot metabarcoding studies using environmental DNA to infer biotic indices. We discuss the main advantages and pitfalls of metabarcoding approaches to assess parameters such as richness, abundance, taxonomic composition and species ecological values, to be used for calculation of biotic indices. We present some future developments to fully exploit the potential of metabarcoding data and improve the accuracy and precision of their analysis. We also propose some recommendations for the future integration of DNA metabarcoding to routine biomonitoring programs.
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Affiliation(s)
- Jan Pawlowski
- Department of Genetics and Evolution, University of Geneva, CH-1211 Geneva, Switzerland.
| | - Mary Kelly-Quinn
- School of Biology & Environmental Science, University College Dublin, Ireland
| | - Florian Altermatt
- Eawag, Swiss Federal Institute of Aquatic Science and Technology, Department of Aquatic Ecology, Überlandstrasse 133, CH-8600 Dübendorf, Switzerland(;) Department of Evolutionary Biology and Environmental Studies, University of Zurich, Winterthurerstrasse 190, CH-8057 Zürich, Switzerland
| | | | - Pedro Beja
- CIBIO/InBIO-Centro de Investigação em Biodiversidade e Recursos Genéticos, Universidade do Porto, Campus Agrário de Vairão, Rua Padre Armando Quintas, 4485-601 Vairão, Portugal; CEABN/InBIO-Centro de Estudos Ambientais 'Prof. Baeta Neves', Instituto Superior de Agronomia, Universidade de Lisboa, Tapada da Ajuda, 1349-017 Lisboa, Portugal
| | - Angela Boggero
- LifeWatch, Italy and CNR-Institute of Ecosystem Study (CNR-ISE), Largo Tonolli 50, 28922 Verbania Pallanza, Italy
| | - Angel Borja
- AZTI, Marine Research Division, Herrera Kaia, Portualdea s/n, 20110 Pasaia, Spain
| | - Agnès Bouchez
- INRA, UMR42 CARRTEL, 75bis Avenue de Corzent, 74203 Thonon les Bains Cedex, France
| | - Tristan Cordier
- Department of Genetics and Evolution, University of Geneva, CH-1211 Geneva, Switzerland
| | - Isabelle Domaizon
- INRA, UMR42 CARRTEL, 75bis Avenue de Corzent, 74203 Thonon les Bains Cedex, France
| | - Maria Joao Feio
- Marine and Environmental Sciences Centre, Faculty of Sciences and Technology, Department of Life Sciences, University of Coimbra, Portugal
| | - Ana Filipa Filipe
- CIBIO/InBIO-Centro de Investigação em Biodiversidade e Recursos Genéticos, Universidade do Porto, Campus Agrário de Vairão, Rua Padre Armando Quintas, 4485-601 Vairão, Portugal; CEABN/InBIO-Centro de Estudos Ambientais 'Prof. Baeta Neves', Instituto Superior de Agronomia, Universidade de Lisboa, Tapada da Ajuda, 1349-017 Lisboa, Portugal
| | - Riccardo Fornaroli
- University of Milano Bicocca, Department of Earth and Environmental Sciences(DISAT), Piazza della Scienza 1,20126 Milano, Italy
| | - Wolfram Graf
- Institute of Hydrobiology and Aquatic Ecosystem Management (IHG), 1180 Vienna, Austria
| | - Jelger Herder
- RAVON, Postbus 1413, Nijmegen 6501 BK, The Netherlands
| | | | - J Iwan Jones
- School of Biological and Chemical Sciences, Queen Mary University of London, London, UK
| | - Marketa Sagova-Mareckova
- Crop Research Institute, Epidemiology and Ecology of Microorganisms, Drnovska 507, 16106 Praha 6, Czechia
| | - Christian Moritz
- ARGE Limnologie GesmbH, Hunoldstraße 14, 6020 Innsbruck, Austria
| | - Jose Barquín
- Environmental Hydraulics Institute "IHCantabria", Universidad de Cantabria, C/ Isabel Torres n°15, Parque Científico y Tecnológico de Cantabria, 39011 Santander, Spain
| | - Jeremy J Piggott
- Department of Zoology, School of Natural Sciences, Trinity College Dublin, the University of Dublin, College Green, Dublin 2, Ireland; Department of Zoology, University of Otago, 340 Great King Street, Dunedin 9016, New Zealand
| | - Maurizio Pinna
- Department of Biological and Environmental Sciences and Technologies, University of Salento, S.P. Lecce-Monteroni, 73100 Lecce, Italy
| | - Frederic Rimet
- INRA, UMR42 CARRTEL, 75bis Avenue de Corzent, 74203 Thonon les Bains Cedex, France
| | - Buki Rinkevich
- Israel Oceanographic and Limnological Research, Tel- Shikmona, Haifa 31080, Israel
| | - Carla Sousa-Santos
- MARE - Marine and Environmental Sciences Centre, ISPA - Instituto Universitário, Rua Jardim do Tabaco 34, 1149-041 Lisboa, Portugal
| | - Valeria Specchia
- Department of Biological and Environmental Sciences and Technologies, University of Salento, S.P. Lecce-Monteroni, 73100 Lecce, Italy
| | - Rosa Trobajo
- IRTA, Institute of Agriculture and Food Research and Technology, Marine and Continental Waters Program, Carretera Poble Nou Km 5.5, E-43540 St. Carles de la Ràpita, Catalonia, Spain
| | - Valentin Vasselon
- INRA, UMR42 CARRTEL, 75bis Avenue de Corzent, 74203 Thonon les Bains Cedex, France
| | - Simon Vitecek
- Department of Limnology and Bio-Oceanography, Faculty of Life Sciences, University of Vienna, Althanstraße 14, 1090 Vienna, Austria; Senckenberg Research Institute and Natural History Museum, Senckenberganlage 25, 60325 Frankfurt am Main, Germany
| | - Jonas Zimmerman
- Botanic Garden and Botanical Museum Berlin-Dahlem, Freie Universität Berlin, Königin-Luise-Str. 6-8, 14195 Berlin, Germany
| | - Alexander Weigand
- University of Duisburg-Essen, Aquatic Ecosystem Research, Universitaetsstrasse 5, 45141 Essen, Germany; Musée National d'Histoire Naturelle, 25 Rue Münster, 2160 Luxembourg, Luxembourg
| | - Florian Leese
- University of Duisburg-Essen, Aquatic Ecosystem Research, Universitaetsstrasse 5, 45141 Essen, Germany
| | - Maria Kahlert
- Swedish University of Agricultural Sciences, Department of Aquatic Sciences and Assessment, PO Box 7050, SE - 750 07 Uppsala, Sweden
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356
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Dormontt EE, van Dijk KJ, Bell KL, Biffin E, Breed MF, Byrne M, Caddy-Retalic S, Encinas-Viso F, Nevill PG, Shapcott A, Young JM, Waycott M, Lowe AJ. Advancing DNA Barcoding and Metabarcoding Applications for Plants Requires Systematic Analysis of Herbarium Collections—An Australian Perspective. Front Ecol Evol 2018. [DOI: 10.3389/fevo.2018.00134] [Citation(s) in RCA: 44] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
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357
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Bylemans J, Gleeson DM, Hardy CM, Furlan E. Toward an ecoregion scale evaluation of eDNA metabarcoding primers: A case study for the freshwater fish biodiversity of the Murray-Darling Basin (Australia). Ecol Evol 2018; 8:8697-8712. [PMID: 30271538 PMCID: PMC6157654 DOI: 10.1002/ece3.4387] [Citation(s) in RCA: 39] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2018] [Revised: 06/21/2018] [Accepted: 06/22/2018] [Indexed: 01/21/2023] Open
Abstract
High-throughput sequencing of environmental DNA (i.e., eDNA metabarcoding) has become an increasingly popular method for monitoring aquatic biodiversity. At present, such analyses require target-specific primers to amplify DNA barcodes from co-occurring species, and this initial amplification can introduce biases. Understanding the performance of different primers is thus recommended prior to undertaking any metabarcoding initiative. While multiple software programs are available to evaluate metabarcoding primers, all programs have their own strengths and weaknesses. Therefore, a robust in silico workflow for the evaluation of metabarcoding primers will benefit from the use of multiple programs. Furthermore, geographic differences in species biodiversity are likely to influence the performance of metabarcoding primers and further complicate the evaluation process. Here, an in silico workflow is presented that can be used to evaluate the performance of metabarcoding primers on an ecoregion scale. This workflow was used to evaluate the performance of published and newly developed eDNA metabarcoding primers for the freshwater fish biodiversity of the Murray-Darling Basin (Australia). To validate the in silico workflow, a subset of the primers, including one newly designed primer pair, were used in metabarcoding analyses of an artificial DNA community and eDNA samples. The results show that the in silico workflow allows for a robust evaluation of metabarcoding primers and can reveal important trade-offs that need to be considered when selecting the most suitable primer. Additionally, a new primer pair was described and validated that allows for more robust taxonomic assignments and is less influenced by primer biases compared to commonly used fish metabarcoding primers.
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Affiliation(s)
- Jonas Bylemans
- Institute for Applied EcologyUniversity of CanberraCanberraACTAustralia
- Invasive Animals Cooperative Research CentreUniversity of CanberraCanberraACTAustralia
| | - Dianne M. Gleeson
- Institute for Applied EcologyUniversity of CanberraCanberraACTAustralia
- Invasive Animals Cooperative Research CentreUniversity of CanberraCanberraACTAustralia
| | - Christopher M. Hardy
- Invasive Animals Cooperative Research CentreUniversity of CanberraCanberraACTAustralia
- CSIRO Land and WaterCanberraACTAustralia
| | - Elise Furlan
- Institute for Applied EcologyUniversity of CanberraCanberraACTAustralia
- Invasive Animals Cooperative Research CentreUniversity of CanberraCanberraACTAustralia
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358
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Bálint M, Nowak C, Márton O, Pauls SU, Wittwer C, Aramayo JL, Schulze A, Chambert T, Cocchiararo B, Jansen M. Accuracy, limitations and cost efficiency of eDNA-based community survey in tropical frogs. Mol Ecol Resour 2018; 18:1415-1426. [DOI: 10.1111/1755-0998.12934] [Citation(s) in RCA: 38] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2017] [Revised: 06/20/2018] [Accepted: 07/05/2018] [Indexed: 02/04/2023]
Affiliation(s)
- Miklós Bálint
- Senckenberg Research Institute and Natural History Museum Frankfurt; Frankfurt Germany
- LOEWE Centre for Translational Biodiversity Genomics (LOEWE-TBG); Frankfurt Germany
| | - Carsten Nowak
- Senckenberg Research Institute and Natural History Museum Frankfurt; Frankfurt Germany
- LOEWE Centre for Translational Biodiversity Genomics (LOEWE-TBG); Frankfurt Germany
| | - Orsolya Márton
- Senckenberg Research Institute and Natural History Museum Frankfurt; Frankfurt Germany
- Institute for Soil Sciences and Agricultural Chemistry, Centre for Agricultural Research; Hungarian Academy of Sciences; Budapest Hungary
| | - Steffen U. Pauls
- Senckenberg Research Institute and Natural History Museum Frankfurt; Frankfurt Germany
- LOEWE Centre for Translational Biodiversity Genomics (LOEWE-TBG); Frankfurt Germany
| | - Claudia Wittwer
- Senckenberg Research Institute and Natural History Museum Frankfurt; Frankfurt Germany
| | - José Luis Aramayo
- Museo de Historia Natural Noel Kempff Mercado - Facultad Cs; Farmacéutica y Bioquímicas - UAGRM; Santa Cruz Bolivia
| | - Arne Schulze
- Hessisches Landesmuseum Darmstadt (HLMD); Darmstadt Germany
| | - Thierry Chambert
- Department of Ecosystem Science and Management; Pennsylvania State University; University Park Pennsylvania
| | - Berardino Cocchiararo
- Senckenberg Research Institute and Natural History Museum Frankfurt; Frankfurt Germany
- LOEWE Centre for Translational Biodiversity Genomics (LOEWE-TBG); Frankfurt Germany
| | - Martin Jansen
- Senckenberg Research Institute and Natural History Museum Frankfurt; Frankfurt Germany
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359
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Affiliation(s)
- Ostaizka Aizpurua
- Section for Evolutionary Genomics; Natural History Museum of Denmark; University of Copenhagen; 1350 Copenhagen Denmark
| | - Antton Alberdi
- Section for Evolutionary Genomics; Natural History Museum of Denmark; University of Copenhagen; 1350 Copenhagen Denmark
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360
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Poulsen JY, Miller MJ, Sado T, Hanel R, Tsukamoto K, Miya M. Resolving deep-sea pelagic saccopharyngiform eel mysteries: Identification of Neocyema and Monognathidae leptocephali and establishment of a new fish family "Neocyematidae" based on larvae, adults and mitogenomic gene orders. PLoS One 2018; 13:e0199982. [PMID: 30044814 PMCID: PMC6059418 DOI: 10.1371/journal.pone.0199982] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2017] [Accepted: 06/14/2018] [Indexed: 11/24/2022] Open
Abstract
Deep-sea midwater "saccopharyngiform" eels of the families Cyematidae, Monognathidae, Eurypharyngidae and Saccopharyngidae (order Anguilliformes) are extraordinary fishes having major skeletal reductions and modifications compared to the general anguilliform body structure. Little is known about most aspects of the systematics, phylogeny, and ecology of these families, and few of the approximately 30 species described from adult specimens have been matched with their leptotocephalus larvae. Based on mitogenomic sequence data from rare new specimens, we show that the long-speculated-about larval form referred to as "Leptocephalus holti", which was thought to possibly be the larva of the rare orange-colored eels of Neocyema (5 known specimens; speculated to belong to the Cyematidae) are actually the larvae of the one-jaw eels of the family Monognathidae. One of the 5 types of L. holti larvae that were collected in the Pacific is genetically matched with Monognathus jesperseni, but multiple species exist based on larval sequence data and the morphology of adult specimens. A rare leptocephalus from the Sargasso Sea, with unique morphological characteristics including many small orange spots on the gut, was found to be the larva of Neocyema, which is presently only known from the Atlantic Ocean. We demonstrate that Neocyema constitutes a separate family being most closely related to Eurypharyngidae and Saccopharyngidae based on mitogenomic DNA sequences and unique mitochondrial gene orders.
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Affiliation(s)
- Jan Y. Poulsen
- Department of Fish and Shellfish, Greenland Institute of Natural Resources, Kivioq, Nuuk, Greenland
- Fish Section, Australian Museum, Sydney NSW, Australia
| | - Michael J. Miller
- Department of Marine Science and Resources, Nihon University, Fujisawa, Japan
| | - Tetsuya Sado
- Natural History Museum and Institute, Chiba, Aoba-cho, Chuo-ku, Chiba, Japan
| | | | - Katsumi Tsukamoto
- Department of Marine Science and Resources, Nihon University, Fujisawa, Japan
| | - Masaki Miya
- Thunen-Institute of Fisheries Ecology, Hamburg, Germany
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361
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Pont D, Rocle M, Valentini A, Civade R, Jean P, Maire A, Roset N, Schabuss M, Zornig H, Dejean T. Environmental DNA reveals quantitative patterns of fish biodiversity in large rivers despite its downstream transportation. Sci Rep 2018; 8:10361. [PMID: 29991759 PMCID: PMC6039509 DOI: 10.1038/s41598-018-28424-8] [Citation(s) in RCA: 132] [Impact Index Per Article: 18.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2018] [Accepted: 06/18/2018] [Indexed: 11/09/2022] Open
Abstract
Despite the ecological and societal importance of large rivers, fish sampling remains costly and limited to specific habitats (e.g., river banks). Using an eDNA metabarcoding approach, we regularly sampled 500 km of a large river (Rhône River). Comparisons with long-term electrofishing surveys demonstrated the ability of eDNA metabarcoding to qualitatively and quantitatively reveal fish assemblage structures (relative species abundance) but eDNA integrated a larger space than the classical sampling location. Combination of a literature review and field data showed that eDNA behaves in the water column like fine particulate organic matter. Its detection distance varied from a few km in a small stream to more than 100 km in a large river. To our knowledge, our results are the first demonstration of the capacity of eDNA metabarcoding to describe longitudinal fish assemblage patterns in a large river, and metabarcoding appears to be a reliable, cost-effective method for future monitoring.
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Affiliation(s)
- Didier Pont
- SPYGEN, 17 rue du Lac Saint-André, Savoie Technolac, 73370, Le Bourget du Lac, France. .,VIGILIFE, 17 rue du Lac Saint-André, Savoie Technolac, 73370, Le Bourget du Lac, France. .,Institute of Hydrobiology and Aquatic Ecosystem Management (IHG), University of Natural Resources and Life Sciences, Gregor-Mendel-Strasse 33, 1180, Vienna, Austria.
| | - Mathieu Rocle
- Compagnie Nationale du Rhône, Direction de l'Ingénierie, 2 rue André Bonin, 69004, Lyon, France
| | - Alice Valentini
- SPYGEN, 17 rue du Lac Saint-André, Savoie Technolac, 73370, Le Bourget du Lac, France.,VIGILIFE, 17 rue du Lac Saint-André, Savoie Technolac, 73370, Le Bourget du Lac, France
| | - Raphaël Civade
- VIGILIFE, 17 rue du Lac Saint-André, Savoie Technolac, 73370, Le Bourget du Lac, France
| | - Pauline Jean
- SPYGEN, 17 rue du Lac Saint-André, Savoie Technolac, 73370, Le Bourget du Lac, France
| | - Anthony Maire
- EDF R&D, LNHE (Laboratoire National d'Hydraulique et Environnement), 6 quai Watier, 78401, Chatou Cedex, France
| | - Nicolas Roset
- French National Agency for Biodiversity, Auvergne-Rhone-Alpes Regional Directorate, Parc de Parilly, Chemin des Chasseurs, 69500, Bron, France
| | - Michael Schabuss
- PRO FISCH OG Ecological Consultants, Hörlgasse 6, A-1090, Vienna, Austria
| | - Horst Zornig
- PRO FISCH OG Ecological Consultants, Hörlgasse 6, A-1090, Vienna, Austria
| | - Tony Dejean
- SPYGEN, 17 rue du Lac Saint-André, Savoie Technolac, 73370, Le Bourget du Lac, France.,VIGILIFE, 17 rue du Lac Saint-André, Savoie Technolac, 73370, Le Bourget du Lac, France
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362
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Real-time multiplex PCR for simultaneous detection of multiple species from environmental DNA: an application on two Japanese medaka species. Sci Rep 2018; 8:9138. [PMID: 29904146 PMCID: PMC6002393 DOI: 10.1038/s41598-018-27434-w] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2017] [Accepted: 05/30/2018] [Indexed: 11/08/2022] Open
Abstract
Information about species distribution is crucial to ecological studies. Environmental DNA (eDNA) analysis has recently been used to estimate the distribution of aquatic organisms. Several analytical methods including metabarcoding and species-specific PCR are being used for eDNA analysis. However, when only a few species are targeted, metabarcoding is not cost-effective because of the wasted consumption of read due to amplification of non-target species DNA. On the other hand, species-specific PCR requires tests to be repeated multiple times resulting in consuming more DNA templates, and experimental consumables. Here we propose a methodological framework for simultaneously detecting a few species using real-time multiplex PCR. We developed the species-specific primer-probe sets for two species of Japanese medaka (Oryzias latipes and o. sakaizumii), and we used them in the real-time multiplex PCR. In aquarium experiment, even when the species abundances were biased, both species were simultaneously detected in all samples. In a field survey, eDNA analysis and capture survey produced consistent results in all sampling sites, including sites with low fish densities. eDNA analysis using real-time multiplex PCR can be easily applied to other aquatic organisms, enabling a more cost-effective distribution survey of multiple target organisms.
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363
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Cilleros K, Valentini A, Allard L, Dejean T, Etienne R, Grenouillet G, Iribar A, Taberlet P, Vigouroux R, Brosse S. Unlocking biodiversity and conservation studies in high‐diversity environments using environmental DNA (eDNA): A test with Guianese freshwater fishes. Mol Ecol Resour 2018; 19:27-46. [DOI: 10.1111/1755-0998.12900] [Citation(s) in RCA: 66] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2017] [Accepted: 03/29/2018] [Indexed: 11/29/2022]
Affiliation(s)
- Kévin Cilleros
- Laboratoire Évolution & Diversité Biologique (EDB UMR5174) Université de Toulouse, CNRS, IRD, UPS Toulouse Cedex France
| | | | - Luc Allard
- Laboratoire Environnement de Petit Saut HYDRECO Kourou Cedex French Guiana
| | - Tony Dejean
- SPYGEN, Savoie Technolac Le Bourget‐du‐Lac France
| | - Roselyne Etienne
- Laboratoire Évolution & Diversité Biologique (EDB UMR5174) Université de Toulouse, CNRS, IRD, UPS Toulouse Cedex France
| | - Gaël Grenouillet
- Laboratoire Évolution & Diversité Biologique (EDB UMR5174) Université de Toulouse, CNRS, IRD, UPS Toulouse Cedex France
| | - Amaia Iribar
- Laboratoire Évolution & Diversité Biologique (EDB UMR5174) Université de Toulouse, CNRS, IRD, UPS Toulouse Cedex France
| | - Pierre Taberlet
- Laboratoire d'Ecologie Alpine (LECA UMR5553) CNRS Université Joseph Fourier Grenoble France
| | - Régis Vigouroux
- Laboratoire Environnement de Petit Saut HYDRECO Kourou Cedex French Guiana
| | - Sébastien Brosse
- Laboratoire Évolution & Diversité Biologique (EDB UMR5174) Université de Toulouse, CNRS, IRD, UPS Toulouse Cedex France
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364
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Li J, Lawson Handley LJ, Read DS, Hänfling B. The effect of filtration method on the efficiency of environmental DNA capture and quantification via metabarcoding. Mol Ecol Resour 2018; 18:1102-1114. [PMID: 29766663 DOI: 10.1111/1755-0998.12899] [Citation(s) in RCA: 39] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2018] [Revised: 04/10/2018] [Accepted: 04/19/2018] [Indexed: 11/28/2022]
Abstract
Environmental DNA (eDNA) is a promising tool for rapid and noninvasive biodiversity monitoring. eDNA density is low in environmental samples, and a capture method, such as filtration, is often required to concentrate eDNA for downstream analyses. In this study, six treatments, with differing filter types and pore sizes for eDNA capture, were compared for their efficiency and accuracy to assess fish community structure with known fish abundance and biomass via eDNA metabarcoding. Our results showed that different filters (with the exception of 20-μm large-pore filters) were broadly consistent in their DNA capture ability. The 0.45-μm filters performed the best in terms of total DNA yield, probability of species detection, repeatability within pond and consistency between ponds. However performance of 0.45-μm filters was only marginally better than for 0.8-μm filters, while filtration time was significantly longer. Given this trade-off, the 0.8-μm filter is the optimal pore size of membrane filter for turbid, eutrophic and high fish density ponds analysed here. The 0.45-μm Sterivex enclosed filters performed reasonably well and are suitable in situations where on-site filtration is required. Finally, prefilters are applied only if absolutely essential for reducing the filtration time or increasing the throughput volume of the capture filters. In summary, we found encouraging similarity in the results obtained from different filtration methods, but the optimal pore size of filter or filter type might strongly depend on the water type under study.
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Affiliation(s)
- Jianlong Li
- Evolutionary and Environmental Genomics Group (@EvoHull), School of Environmental Sciences, University of Hull (UoH), Hull, UK
| | - Lori-Jayne Lawson Handley
- Evolutionary and Environmental Genomics Group (@EvoHull), School of Environmental Sciences, University of Hull (UoH), Hull, UK
| | - Daniel S Read
- Centre for Ecology & Hydrology (CEH), Wallingford, Oxfordshire, UK
| | - Bernd Hänfling
- Evolutionary and Environmental Genomics Group (@EvoHull), School of Environmental Sciences, University of Hull (UoH), Hull, UK
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365
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Richards ZT, Day JC. Biodiversity of the Great Barrier Reef-how adequately is it protected? PeerJ 2018; 6:e4747. [PMID: 29761059 PMCID: PMC5947040 DOI: 10.7717/peerj.4747] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2017] [Accepted: 04/21/2018] [Indexed: 11/20/2022] Open
Abstract
Background The Great Barrier Reef (GBR) is the world's most iconic coral reef ecosystem, recognised internationally as a World Heritage Area of outstanding significance. Safeguarding the biodiversity of this universally important reef is a core legislative objective; however, ongoing cumulative impacts including widespread coral bleaching and other detrimental impacts have heightened conservation concerns for the future of the GBR. Methods Here we review the literature to report on processes threatening species on the GBR, the status of marine biodiversity, and evaluate the extent of species-level monitoring and reporting. We assess how many species are listed as threatened at a global scale and explore whether these same species are protected under national threatened species legislation. We conclude this review by providing future directions for protecting potentially endangered elements of biodiversity within the GBR. Results Most of the threats identified to be harming the diversity of marine life on the GBR over the last two-three decades remain to be effectively addressed and many are worsening. The inherent resilience of this globally significant coral reef ecosystem has been seriously compromised and various elements of the biological diversity for which it is renowned may be at risk of silent extinction. We show at least 136 of the 12,000+ animal species known to occur on the GBR (approximately 20% of the 700 species assessed by the IUCN) occur in elevated categories of threat (Critically Endangered, Endangered or Vulnerable) at a global scale. Despite the wider background level of threat for these 136 species, only 23 of them are listed as threatened under regional or national legislation. Discussion To adequately protect the biodiversity values of the GBR, it may be necessary to conduct further targeted species-level monitoring and reporting to complement ecosystem management approaches. Conducting a vigorous value of information analysis would provide the opportunity to evaluate what new and targeted information is necessary to support dynamic management and to safeguard both species and the ecosystem as a whole. Such an analysis would help decision-makers determine if further comprehensive biodiversity surveys are needed, especially for those species recognised to be facing elevated background levels of threat. If further monitoring is undertaken, it will be important to ensure it aligns with and informs the GBRMPA Outlook five-year reporting schedule. The potential also exists to incorporate new environmental DNA technologies into routine monitoring to deliver high-resolution species data and identify indicator species that are cursors of specific disturbances. Unless more targeted action is taken to safeguard biodiversity, we may fail to pass onto future generations many of the values that comprise what is universally regarded as the world's most iconic coral reef ecosystem.
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Affiliation(s)
- Zoe T Richards
- Trace and Environmental DNA Laboratory, School of Molecular and Life Sciences, Curtin University of Technology, Perth, WA, Australia.,Aquatic Zoology Department, Western Australian Museum, Welshpool, WA, Australia
| | - Jon C Day
- ARC Centre of Excellence for Coral Reef Studies, James Cook University of North Queensland, Townsville, QLD, Australia
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366
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Mapping distribution of cysts of recent dinoflagellate and Cochlodinium polykrikoides using next-generation sequencing and morphological approaches in South Sea, Korea. Sci Rep 2018; 8:7011. [PMID: 29725114 PMCID: PMC5934394 DOI: 10.1038/s41598-018-25345-4] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2017] [Accepted: 04/19/2018] [Indexed: 11/27/2022] Open
Abstract
The total dinoflagellate cyst community and the cysts of Cochlodinium polykrikoides in the surface sediments of South Sea (Tongyeong coast), South Korea, were analysed using next-generation sequencing (NGS) and morphological approaches. Dinoflagellate cysts can be highly abundant (111–4,087 cysts g−1 dry weight) and have diverse species composition. A total of 35 taxa of dinoflagellate cysts representing 16 genera, 21 species (including four unconfirmed species), and 14 complex species were identified by NGS analysis. Cysts of Scrippsiella spp (mostly Scrippsiella trochoidea) were the most dominant and Polykrikos schwartzii, Pentapharsodinium dalei, Ensiculifera carinata, and Alexandrium catenella/tamarense were common. Thus, a combination of NGS and morphological analysis is effective for studying the cyst communities present in a given environment. Although C. polykrikoides developed massive blooms during 2013–2014, microscopy revealed low density of their cysts, whereas no cysts were detected by NGS. However, the vegetative C. polykrikoides not appeared during 2015–2017 in spite of the observation of C. polykrikoides cysts. This suggests that the C. polykrikoides blooms were not due to development of their cysts but to other factors such as currents transporting them to a marine environment suitable for their growth.
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367
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Boussarie G, Bakker J, Wangensteen OS, Mariani S, Bonnin L, Juhel JB, Kiszka JJ, Kulbicki M, Manel S, Robbins WD, Vigliola L, Mouillot D. Environmental DNA illuminates the dark diversity of sharks. SCIENCE ADVANCES 2018; 4:eaap9661. [PMID: 29732403 PMCID: PMC5931749 DOI: 10.1126/sciadv.aap9661] [Citation(s) in RCA: 107] [Impact Index Per Article: 15.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/14/2017] [Accepted: 03/16/2018] [Indexed: 05/05/2023]
Abstract
In the era of "Anthropocene defaunation," large species are often no longer detected in habitats where they formerly occurred. However, it is unclear whether this apparent missing, or "dark," diversity of megafauna results from local species extirpations or from failure to detect elusive remaining individuals. We find that despite two orders of magnitude less sampling effort, environmental DNA (eDNA) detects 44% more shark species than traditional underwater visual censuses and baited videos across the New Caledonian archipelago (south-western Pacific). Furthermore, eDNA analysis reveals the presence of previously unobserved shark species in human-impacted areas. Overall, our results highlight a greater prevalence of sharks than described by traditional survey methods in both impacted and wilderness areas. This indicates an urgent need for large-scale eDNA assessments to improve monitoring of threatened and elusive megafauna. Finally, our findings emphasize the need for conservation efforts specifically geared toward the protection of elusive, residual populations.
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Affiliation(s)
- Germain Boussarie
- IRD (Institut de Recherche pour le Développement), Laboratoire d’Excellence Labex Corail, UMR IRD-UR-CNRS ENTROPIE, Centre IRD de Nouméa, BP A5, 98800 Nouméa Cedex, New Caledonia, France
- MARBEC, UMR IRD-CNRS-UM-IFREMER 9190, Université de Montpellier, Languedoc-Roussillon, 34095 Montpellier Cedex, France
| | - Judith Bakker
- Ecosystems and Environment Research Centre, School of Environment and Life Sciences, University of Salford, Salford M5 4WT, UK
| | - Owen S. Wangensteen
- Ecosystems and Environment Research Centre, School of Environment and Life Sciences, University of Salford, Salford M5 4WT, UK
- Norwegian College of Fishery Science, UiT The Arctic University of Norway, Tromsø N-9037, Norway
| | - Stefano Mariani
- Ecosystems and Environment Research Centre, School of Environment and Life Sciences, University of Salford, Salford M5 4WT, UK
| | - Lucas Bonnin
- IRD (Institut de Recherche pour le Développement), Laboratoire d’Excellence Labex Corail, UMR IRD-UR-CNRS ENTROPIE, Centre IRD de Nouméa, BP A5, 98800 Nouméa Cedex, New Caledonia, France
- MARBEC, UMR IRD-CNRS-UM-IFREMER 9190, Université de Montpellier, Languedoc-Roussillon, 34095 Montpellier Cedex, France
| | - Jean-Baptiste Juhel
- IRD (Institut de Recherche pour le Développement), Laboratoire d’Excellence Labex Corail, UMR IRD-UR-CNRS ENTROPIE, Centre IRD de Nouméa, BP A5, 98800 Nouméa Cedex, New Caledonia, France
- MARBEC, UMR IRD-CNRS-UM-IFREMER 9190, Université de Montpellier, Languedoc-Roussillon, 34095 Montpellier Cedex, France
| | - Jeremy J. Kiszka
- Marine Sciences Program, Department of Biological Sciences, Florida International University, 3000 Northeast 151st Street, North Miami, FL 33181, USA
| | - Michel Kulbicki
- IRD (Institut de Recherche pour le Développement), Laboratoire d’Excellence Labex Corail, UMR IRD-UR-CNRS ENTROPIE, Université de Perpignan, 66860 Perpignan Cedex 9, France
| | - Stephanie Manel
- EPHE, PSL Research University, CNRS, UM, SupAgro, IND, INRA, UMR 5175 CEFE, F- 34293 Montpellier, France
| | - William D. Robbins
- Wildlife Marine, Perth, Western Australia 6020, Australia
- Department of Environment and Agriculture, Curtin University, Perth, Western Australia 6102, Australia
- School of Life Sciences, University of Technology Sydney, Sydney, New South Wales 2007, Australia
| | - Laurent Vigliola
- IRD (Institut de Recherche pour le Développement), Laboratoire d’Excellence Labex Corail, UMR IRD-UR-CNRS ENTROPIE, Centre IRD de Nouméa, BP A5, 98800 Nouméa Cedex, New Caledonia, France
| | - David Mouillot
- MARBEC, UMR IRD-CNRS-UM-IFREMER 9190, Université de Montpellier, Languedoc-Roussillon, 34095 Montpellier Cedex, France
- Australian Research Council Centre of Excellence for Coral Reef Studies, James Cook University, Townsville, Queensland 4811, Australia
- Corresponding author.
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368
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Abstract
Birds play unique functional roles in the maintenance of ecosystems, such as pollination and seed dispersal, and thus monitoring bird species diversity is a first step towards avoiding undesirable consequences of anthropogenic impacts on bird communities. In the present study, we hypothesized that birds, regardless of their main habitats, must have frequent contact with water and that tissues that contain their DNA that persists in the environment (environmental DNA; eDNA) could be used to detect the presence of avian species. To this end, we applied a set of universal PCR primers (MiBird, a modified version of fish/mammal universal primers) for metabarcoding avian eDNA. We confirmed the versatility of MiBird primers by performing in silico analyses and by amplifying DNAs extracted from bird tissues. Analyses of water samples from zoo cages of birds with known species composition suggested that the use of MiBird primers combined with Illumina MiSeq could successfully detect avian species from water samples. Additionally, analysis of water samples collected from a natural pond detected five avian species common to the sampling areas. The present findings suggest that avian eDNA metabarcoding would be a complementary detection/identification tool in cases where visual census of bird species is difficult.
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369
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Shinozuka H, Sudheesh S, Shinozuka M, Cogan NOI. Homology-based enzymatic DNA fragment assembly-based illumina sequencing library preparation. Biol Methods Protoc 2018; 3:bpy001. [PMID: 32161795 PMCID: PMC6994068 DOI: 10.1093/biomethods/bpy001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2017] [Revised: 01/03/2018] [Accepted: 01/19/2018] [Indexed: 11/14/2022] Open
Abstract
The current Illumina HiSeq and MiSeq platforms can generate paired-end reads of up to 2 x 250 bp and 2 x 300 bp in length, respectively. These read lengths may be substantially longer than genomic regions of interest when a DNA sequencing library is prepared through a target enrichment-based approach. A sequencing library preparation method has been developed based on the homology-based enzymatic DNA fragment assembly scheme to allow processing of multiple PCR products within a single read. Target sequences were amplified using locus-specific PCR primers with 8 bp tags, and using the tags, homology-based enzymatic DNA assembly was performed with DNA polymerase, T7 exonuclease and T4 DNA ligase. Short PCR amplicons can hence be assembled into a single molecule, along with sequencing adapters specific to the Illumina platforms. As a proof-of-concept experiment, short PCR amplicons (57-66 bp in length) derived from genomic DNA templates of field pea and containing variable nucleotide locations were assembled and sequenced on the MiSeq platform. The results were validated with other genotyping methods. When 5 PCR amplicons were assembled, 4.3 targeted sequences (single-nucleotide polymorphisms) on average were successfully identified within each read. The utility of this for sequencing of short fragments has consequently been demonstrated.
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Affiliation(s)
- Hiroshi Shinozuka
- Agriculture Victoria, AgriBio, Centre for AgriBioscience, 5 Ring Road, La Trobe University, Bundoora, Victoria, 3083
| | - Shimna Sudheesh
- Agriculture Victoria, AgriBio, Centre for AgriBioscience, 5 Ring Road, La Trobe University, Bundoora, Victoria, 3083
| | - Maiko Shinozuka
- Agriculture Victoria, AgriBio, Centre for AgriBioscience, 5 Ring Road, La Trobe University, Bundoora, Victoria, 3083
| | - Noel O I Cogan
- Agriculture Victoria, AgriBio, Centre for AgriBioscience, 5 Ring Road, La Trobe University, Bundoora, Victoria, 3083
- School of Applied Systems Biology, La Trobe University, Bundoora, Victoria, 3086, Australia
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370
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Hermans SM, Buckley HL, Lear G. Optimal extraction methods for the simultaneous analysis of DNA from diverse organisms and sample types. Mol Ecol Resour 2018; 18:557-569. [DOI: 10.1111/1755-0998.12762] [Citation(s) in RCA: 45] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2017] [Revised: 01/13/2018] [Accepted: 01/22/2018] [Indexed: 01/03/2023]
Affiliation(s)
- Syrie M. Hermans
- School of Biological Sciences; University of Auckland; Auckland New Zealand
| | - Hannah L. Buckley
- School of Science; Auckland University of Technology; Auckland New Zealand
| | - Gavin Lear
- School of Biological Sciences; University of Auckland; Auckland New Zealand
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371
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KAMIMURA S, KOZUKI Y, OTANI S, HIRAKAWA R, IWAMI K, TAKEYAMA K, YAMANAKA R. FISH DIVERSITY DETECTION AT PORT AND URBAN CANAL AREA USING ENVIRONMENTAL DNA METABARCODING. ACTA ACUST UNITED AC 2018. [DOI: 10.2208/jscejoe.74.i_474] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022]
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372
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Huang SP, Wang FY, Wang TY. Molecular Phylogeny of the Opsariichthys Group (Teleostei: Cypriniformes) Based On Complete Mitochondrial Genomes. Zool Stud 2017; 56:e40. [PMID: 31966239 PMCID: PMC6517700 DOI: 10.6620/zs.2017.56-40] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2016] [Accepted: 12/06/2017] [Indexed: 11/18/2022]
Abstract
Shih-Pin Huang, Feng-Yu Wang, and Tzi-Yuan Wang (2017) The complete mitochondrial genomes of 76 species from 43 genera under Cyprinidae sensu lato were collected to reassess the molecular phylogeny of Opsariichthyinae sensu Liao et al. 2011. The mitogenomes of three species, Candidia barbata, Opsariichthys evolans, and Opsariichthys pachycephalus, were newly sequenced. Phylogenetic trees were reconstructed based on 13 concatenated multiple protein-coding genes with two ribosomal RNA genes. The concatenated dataset provided a new perspective on systematics and relationships. Tree topologies show that a monophyletic group containing Parazacco, Candidia, Nipponocypris, Zacco, and Opsariichthys should belong to the Opsariichthys group. In addition, the present results also strongly support that Candidia and Nipponocypris should be regarded as distinct genera within the Opsariichthys group. Aphyocypris, Yaoshanicus, Nicholsicypris, and Pararasbora form a monophyletic group within Xenocyprididae, distinct from the Opsariichthys group. Furthermore, Hemigrammocypris is nested with four species of Metzia, a genus of ex-Cultrinae in Xenocyprididae. In addition, two major types of distinct stripes - longitudinal and vertical - were observed among species of the Opsariichthys group and were highly correlated with molecular phylogenetic relationships. Such types of vertical and longitudinal stripes presented in the Opsariichthys group might have originated in an ancestor species, after which distinct vertical stripes might have been lost among these cyprinids but retained in the Opsariichthys group.
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Affiliation(s)
- Shih-Pin Huang
- Biodiversity Research Center, Academia Sinica, Nankang, Taipei, Taiwan. E-mail:
| | - Feng-Yu Wang
- Taiwan Ocean Research Institute, National Applied Research Laboratories, Kaohsiung, Taiwan. E-mail:
| | - Tzi-Yuan Wang
- Biodiversity Research Center, Academia Sinica, Nankang, Taipei, Taiwan. E-mail:
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373
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Bakker J, Wangensteen OS, Chapman DD, Boussarie G, Buddo D, Guttridge TL, Hertler H, Mouillot D, Vigliola L, Mariani S. Environmental DNA reveals tropical shark diversity in contrasting levels of anthropogenic impact. Sci Rep 2017; 7:16886. [PMID: 29203793 PMCID: PMC5715122 DOI: 10.1038/s41598-017-17150-2] [Citation(s) in RCA: 91] [Impact Index Per Article: 11.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2017] [Accepted: 11/19/2017] [Indexed: 01/27/2023] Open
Abstract
Sharks are charismatic predators that play a key role in most marine food webs. Their demonstrated vulnerability to exploitation has recently turned them into flagship species in ocean conservation. Yet, the assessment and monitoring of the distribution and abundance of such mobile species in marine environments remain challenging, often invasive and resource-intensive. Here we pilot a novel, rapid and non-invasive environmental DNA (eDNA) metabarcoding approach specifically targeted to infer shark presence, diversity and eDNA read abundance in tropical habitats. We identified at least 21 shark species, from both Caribbean and Pacific Coral Sea water samples, whose geographical patterns of diversity and read abundance coincide with geographical differences in levels of anthropogenic pressure and conservation effort. We demonstrate that eDNA metabarcoding can be effectively employed to study shark diversity. Further developments in this field have the potential to drastically enhance our ability to assess and monitor elusive oceanic predators, and lead to improved conservation strategies.
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Affiliation(s)
- Judith Bakker
- Ecosystems & Environment Research Centre, School of Environment & Life Sciences, University of Salford, Salford, M5 4WT, UK
| | - Owen S Wangensteen
- Ecosystems & Environment Research Centre, School of Environment & Life Sciences, University of Salford, Salford, M5 4WT, UK
| | - Demian D Chapman
- Department of Biological Sciences, Florida International University, 11200 S.W., 8th Street, Miami, Florida, 33199, USA
| | - Germain Boussarie
- MARBEC, UMR IRD-CNRS-UM-IFREMER 9190, Université Montpellier, Languedoc-Roussillon, 34095, Montpellier Cedex, France
- IRD (Institut de Recherche pour le Développement), Laboratoire d'Excellence Labex Corail, UMR IRD-UR-CNRS ENTROPIE, Centre IRD de Noumea, BP A5, 98800, Noumea Cedex, New Caledonia, France
| | - Dayne Buddo
- University of the West Indies, Discovery Bay Marine Laboratory and Field Station, P.O. Box 35, Discovery Bay, St. Ann, Jamaica
| | | | - Heidi Hertler
- The SFS Centre for Marine Resource Studies, Turks and Caicos Islands, UK
| | - David Mouillot
- MARBEC, UMR IRD-CNRS-UM-IFREMER 9190, Université Montpellier, Languedoc-Roussillon, 34095, Montpellier Cedex, France
| | - Laurent Vigliola
- IRD (Institut de Recherche pour le Développement), Laboratoire d'Excellence Labex Corail, UMR IRD-UR-CNRS ENTROPIE, Centre IRD de Noumea, BP A5, 98800, Noumea Cedex, New Caledonia, France
| | - Stefano Mariani
- Ecosystems & Environment Research Centre, School of Environment & Life Sciences, University of Salford, Salford, M5 4WT, UK.
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374
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Balasingham KD, Walter RP, Mandrak NE, Heath DD. Environmental DNA detection of rare and invasive fish species in two Great Lakes tributaries. Mol Ecol 2017; 27:112-127. [PMID: 29087006 DOI: 10.1111/mec.14395] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2016] [Revised: 10/03/2017] [Accepted: 10/06/2017] [Indexed: 01/10/2023]
Abstract
The extraction and characterization of DNA from aquatic environmental samples offers an alternative, noninvasive approach for the detection of rare species. Environmental DNA, coupled with PCR and next-generation sequencing ("metabarcoding"), has proven to be very sensitive for the detection of rare aquatic species. Our study used a custom-designed group-specific primer set and next-generation sequencing for the detection of three species at risk (Eastern Sand Darter, Ammocrypta pellucida; Northern Madtom, Noturus stigmosus; and Silver Shiner, Notropis photogenis), one invasive species (Round Goby, Neogobius melanostomus) and an additional 78 native species from two large Great Lakes tributary rivers in southern Ontario, Canada: the Grand River and the Sydenham River. Of 82 fish species detected in both rivers using capture-based and eDNA methods, our eDNA method detected 86.2% and 72.0% of the fish species in the Grand River and the Sydenham River, respectively, which included our four target species. Our analyses also identified significant positive and negative species co-occurrence patterns between our target species and other identified species. Our results demonstrate that eDNA metabarcoding that targets the fish community as well as individual species of interest provides a better understanding of factors affecting the target species spatial distribution in an ecosystem than possible with only target species data. Additionally, eDNA is easily implemented as an initial survey tool, or alongside capture-based methods, for improved mapping of species distribution patterns.
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Affiliation(s)
- Katherine D Balasingham
- Department of Biology, Great Lakes Institute for Environmental Research, University of Windsor, Windsor, ON, Canada
| | - Ryan P Walter
- Department of Biology, Great Lakes Institute for Environmental Research, University of Windsor, Windsor, ON, Canada.,Great Lakes Laboratory for Fisheries and Aquatic Sciences, Fisheries and Oceans Canada, Burlington, ON, Canada
| | - Nicholas E Mandrak
- Great Lakes Laboratory for Fisheries and Aquatic Sciences, Fisheries and Oceans Canada, Burlington, ON, Canada.,Department of Biological Sciences, University of Toronto Scarborough, Toronto, ON, Canada
| | - Daniel D Heath
- Department of Biology, Great Lakes Institute for Environmental Research, University of Windsor, Windsor, ON, Canada
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375
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Metabarcoding of Environmental DNA Samples to Explore the Use of Uranium Mine Containment Ponds as a Water Source for Wildlife. DIVERSITY-BASEL 2017. [DOI: 10.3390/d9040054] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Understanding how anthropogenic impacts on the landscape affect wildlife requires a knowledge of community assemblages. Species surveys are the first step in assessing community structure, and recent molecular applications such as metabarcoding and environmental DNA analyses have been proposed as an additional and complementary wildlife survey method. Here, we test eDNA metabarcoding as a survey tool to examine the potential use of uranium mine containment ponds as water sources by wildlife. We tested samples from surface water near mines and from one mine containment pond using two markers, 12S and 16S rRNA gene amplicons, to survey for vertebrate species. We recovered large numbers of sequence reads from taxa expected to be in the area and from less common or hard to observe taxa such as the tiger salamander and gray fox. Detection of these two species is of note because they were not observed in a previous species assessment, and tiger salamander DNA was found in the mine containment pond sample. We also found that sample concentration by centrifugation was a more efficient and more feasible method than filtration in these highly turbid surface waters. Ultimately, the use of eDNA metabarcoding could allow for a better understanding of the area’s overall biodiversity and community composition as well as aid current ecotoxicological risk assessment work.
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376
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Usefulness and limitations of sample pooling for environmental DNA metabarcoding of freshwater fish communities. Sci Rep 2017; 7:14860. [PMID: 29093520 PMCID: PMC5665893 DOI: 10.1038/s41598-017-14978-6] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2017] [Accepted: 10/18/2017] [Indexed: 11/24/2022] Open
Abstract
Environmental DNA (eDNA) metabarcoding has been used increasingly to assess biodiversity of aquatic vertebrates. However, there still remains to be developed a sampling design of eDNA metabarcoding that can ensure high detection rates of species with minimum total survey effort, especially for large-scale surveys of aquatic organisms. We here tested whether pooling of eDNA samples can be used to evaluate biodiversity of freshwater fishes in four satellite lakes of Lake Biwa, Japan. Fish communities detected by eDNA metabarcoding of the mitochondrial 12S region were compared between the individual and pooled samples. In the individual samples, 31, 22, 33, and 31 fish lineages (proxies for species) were observed at the respective sites, within which moderate spatial autocorrelation existed. In the pooled samples, 30, 20, 29, and 27, lineages were detected, respectively, even after 15 PCR replicates. Lineages accounting for < 0.05% of the total read count of each site’s individual samples were mostly undetectable in the pooled samples. Moreover, fish communities detected were similar among PCR replicates in the pooled samples. Because of the decreased detection rates, the pooling strategy is unsuitable for estimating fish species richness. However, this procedure is useful potentially for among-site comparison of representative fish communities.
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377
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Deiner K, Bik HM, Mächler E, Seymour M, Lacoursière-Roussel A, Altermatt F, Creer S, Bista I, Lodge DM, de Vere N, Pfrender ME, Bernatchez L. Environmental DNA metabarcoding: Transforming how we survey animal and plant communities. Mol Ecol 2017; 26:5872-5895. [PMID: 28921802 DOI: 10.1111/mec.14350] [Citation(s) in RCA: 671] [Impact Index Per Article: 83.9] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2016] [Revised: 08/31/2017] [Accepted: 09/05/2017] [Indexed: 12/14/2022]
Abstract
The genomic revolution has fundamentally changed how we survey biodiversity on earth. High-throughput sequencing ("HTS") platforms now enable the rapid sequencing of DNA from diverse kinds of environmental samples (termed "environmental DNA" or "eDNA"). Coupling HTS with our ability to associate sequences from eDNA with a taxonomic name is called "eDNA metabarcoding" and offers a powerful molecular tool capable of noninvasively surveying species richness from many ecosystems. Here, we review the use of eDNA metabarcoding for surveying animal and plant richness, and the challenges in using eDNA approaches to estimate relative abundance. We highlight eDNA applications in freshwater, marine and terrestrial environments, and in this broad context, we distill what is known about the ability of different eDNA sample types to approximate richness in space and across time. We provide guiding questions for study design and discuss the eDNA metabarcoding workflow with a focus on primers and library preparation methods. We additionally discuss important criteria for consideration of bioinformatic filtering of data sets, with recommendations for increasing transparency. Finally, looking to the future, we discuss emerging applications of eDNA metabarcoding in ecology, conservation, invasion biology, biomonitoring, and how eDNA metabarcoding can empower citizen science and biodiversity education.
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Affiliation(s)
- Kristy Deiner
- Atkinson Center for a Sustainable Future, Department of Ecology and Evolutionary Biology, Cornell University, Ithaca, NY, USA
| | - Holly M Bik
- Department of Nematology, University of California, Riverside, CA, USA
| | - Elvira Mächler
- Eawag, Swiss Federal Institute of Aquatic Science and Technology, Department of Aquatic Ecology, Dübendorf, Switzerland.,Department of Evolutionary Biology and Environmental Studies, University of Zurich, Zürich, Switzerland
| | - Mathew Seymour
- Molecular Ecology and Fisheries Genetics Laboratory, School of Biological Sciences, Environment Centre Wales Building, Bangor University, Bangor, Gwynedd, UK
| | | | - Florian Altermatt
- Eawag, Swiss Federal Institute of Aquatic Science and Technology, Department of Aquatic Ecology, Dübendorf, Switzerland.,Department of Evolutionary Biology and Environmental Studies, University of Zurich, Zürich, Switzerland
| | - Simon Creer
- Molecular Ecology and Fisheries Genetics Laboratory, School of Biological Sciences, Environment Centre Wales Building, Bangor University, Bangor, Gwynedd, UK
| | - Iliana Bista
- Molecular Ecology and Fisheries Genetics Laboratory, School of Biological Sciences, Environment Centre Wales Building, Bangor University, Bangor, Gwynedd, UK.,Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, UK
| | - David M Lodge
- Atkinson Center for a Sustainable Future, Department of Ecology and Evolutionary Biology, Cornell University, Ithaca, NY, USA
| | - Natasha de Vere
- Conservation and Research Department, National Botanic Garden of Wales, Llanarthne, Carmarthenshire, UK.,Institute of Biological, Environmental and Rural Sciences, Aberystwyth University, Aberystwyth, UK
| | - Michael E Pfrender
- Department of Biological Sciences and Environmental Change Initiative, University of Notre Dame, Notre Dame, IN, USA
| | - Louis Bernatchez
- IBIS (Institut de Biologie Intégrative et des Systèmes), Université Laval, Québec, QC, Canada
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378
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Ecosystem biomonitoring with eDNA: metabarcoding across the tree of life in a tropical marine environment. Sci Rep 2017; 7:12240. [PMID: 28947818 PMCID: PMC5612959 DOI: 10.1038/s41598-017-12501-5] [Citation(s) in RCA: 200] [Impact Index Per Article: 25.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2017] [Accepted: 09/11/2017] [Indexed: 11/08/2022] Open
Abstract
Effective marine management requires comprehensive data on the status of marine biodiversity. However, efficient methods that can document biodiversity in our oceans are currently lacking. Environmental DNA (eDNA) sourced from seawater offers a new avenue for investigating the biota in marine ecosystems. Here, we investigated the potential of eDNA to inform on the breadth of biodiversity present in a tropical marine environment. Directly sequencing eDNA from seawater using a shotgun approach resulted in only 0.34% of 22.3 million reads assigning to eukaryotes, highlighting the inefficiency of this method for assessing eukaryotic diversity. In contrast, using 'tree of life' (ToL) metabarcoding and 20-fold fewer sequencing reads, we could detect 287 families across the major divisions of eukaryotes. Our data also show that the best performing 'universal' PCR assay recovered only 44% of the eukaryotes identified across all assays, highlighting the need for multiple metabarcoding assays to catalogue biodiversity. Lastly, focusing on the fish genus Lethrinus, we recovered intra- and inter-specific haplotypes from seawater samples, illustrating that eDNA can be used to explore diversity beyond taxon identifications. Given the sensitivity and low cost of eDNA metabarcoding we advocate this approach be rapidly integrated into biomonitoring programs.
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379
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Andruszkiewicz EA, Sassoubre LM, Boehm AB. Persistence of marine fish environmental DNA and the influence of sunlight. PLoS One 2017; 12:e0185043. [PMID: 28915253 PMCID: PMC5600408 DOI: 10.1371/journal.pone.0185043] [Citation(s) in RCA: 70] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2017] [Accepted: 09/04/2017] [Indexed: 11/23/2022] Open
Abstract
Harnessing information encoded in environmental DNA (eDNA) in marine waters has the potential to revolutionize marine biomonitoring. Whether using organism-specific quantitative PCR assays or metabarcoding in conjunction with amplicon sequencing, scientists have illustrated that realistic organism censuses can be inferred from eDNA. The next step is establishing ways to link information obtained from eDNA analyses to actual organism abundance. This is only possible by understanding the processes that control eDNA concentrations. The present study uses mesocosm experiments to study the persistence of eDNA in marine waters and explore the role of sunlight in modulating eDNA persistence. We seeded solute-permeable dialysis bags with water containing indigenous eDNA and suspended them in a large tank containing seawater. Bags were subjected to two treatments: half the bags were suspended near the water surface where they received high doses of sunlight, and half at depth where they received lower doses of sunlight. Bags were destructively sampled over the course of 87 hours. eDNA was extracted from water samples and used as template for a Scomber japonicus qPCR assay and a marine fish-specific 12S rRNA PCR assay. The latter was subsequently sequenced using a metabarcoding approach. S. japonicus eDNA, as measured by qPCR, exhibited first order decay with a rate constant ~0.01 hr -1 with no difference in decay rate constants between the two experimental treatments. eDNA metabarcoding identified 190 organizational taxonomic units (OTUs) assigned to varying taxonomic ranks. There was no difference in marine fish communities as measured by eDNA metabarcoding between the two experimental treatments, but there was an effect of time. Given the differences in UVA and UVB fluence received by the two experimental treatments, we conclude that sunlight is not the main driver of fish eDNA decay in the experiments. However, there are clearly temporal effects that need to be considered when interpreting information obtained using eDNA approaches.
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Affiliation(s)
- Elizabeth A. Andruszkiewicz
- Department of Civil and Environmental Engineering, Stanford University, Stanford, CA, United States of America
| | - Lauren M. Sassoubre
- Department of Civil and Environmental Engineering, Stanford University, Stanford, CA, United States of America
| | - Alexandria B. Boehm
- Department of Civil and Environmental Engineering, Stanford University, Stanford, CA, United States of America
- * E-mail:
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380
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Uchii K, Doi H, Yamanaka H, Minamoto T. Distinct seasonal migration patterns of Japanese native and non-native genotypes of common carp estimated by environmental DNA. Ecol Evol 2017; 7:8515-8522. [PMID: 29075467 PMCID: PMC5648683 DOI: 10.1002/ece3.3346] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2017] [Revised: 07/19/2017] [Accepted: 07/23/2017] [Indexed: 12/21/2022] Open
Abstract
Understanding behavioral differences between intraspecific genotypes of aquatic animals is challenging because we cannot directly observe the animals underwater or visually distinguish morphologically similar counterparts. Here, we tested a new monitoring tool that uses environmental DNA (eDNA), an assemblage of DNA in environmental water, to specifically detect Japanese native and introduced non‐native genotypes of common carp (Cyprinus carpio) in Lake Biwa, Japan, and estimated differences between the two genotypes in the use of inland habitats. We monitored the ratios of native and non‐native single nucleotide polymorphism alleles of a mitochondrial locus of common carp in a lagoon connected to Lake Biwa for 3 years using eDNA. We observed seasonal dynamics in the allele frequency showing that the native genotype frequency peaked every spring, suggesting that native individuals migrated to the lagoon for spawning and then returned to the main lake, whereas non‐native individuals tended to stay in the lagoon. The estimated migration patterns corresponded with the estimates of a previous study, which were based on commercial fish catch data. Our findings suggest that eDNA‐based monitoring can be useful tool for addressing intraspecific behavioral differences underwater.
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Affiliation(s)
- Kimiko Uchii
- Faculty of Pharmacy Osaka Ohtani University Tondabayashi Japan
| | - Hideyuki Doi
- Graduate School of Simulation Studies University of Hyogo Kobe Japan
| | - Hiroki Yamanaka
- Faculty of Science and Technology Ryukoku University Otsu Japan
| | - Toshifumi Minamoto
- Graduate School of Human Development and Environment Kobe University Kobe Japan
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381
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Mismatch repair deficiency commonly precedes adenoma formation in Lynch Syndrome-Associated colorectal tumorigenesis. Mod Pathol 2017; 30:1144-1151. [PMID: 28548127 DOI: 10.1038/modpathol.2017.39] [Citation(s) in RCA: 56] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2017] [Revised: 03/28/2017] [Accepted: 03/29/2017] [Indexed: 01/09/2023]
Abstract
Lynch syndrome is a cancer predisposition syndrome caused by germline mutations in mismatch repair (MMR) genes. MMR deficiency is a ubiquitous feature of Lynch syndrome-associated colorectal adenocarcinomas; however, it remains unclear when the MMR-deficient phenotype is acquired during tumorigenesis. To probe this issue, the present study examined genetic alterations and MMR statuses in Lynch syndrome-associated colorectal adenomas and adenocarcinomas, in comparison with sporadic adenomas. Among the Lynch syndrome-associated colorectal tumors, 68 of 86 adenomas (79%) and all adenocarcinomas were MMR-deficient, whereas all the sporadic adenomas were MMR-proficient, as determined by microsatellite instability testing and immunohistochemistry for MMR proteins. Sequencing analyses identified APC or CTNNB1 mutations in the majority of sporadic adenomas (58/84, 69%) and MMR-proficient Lynch syndrome-associated adenomas (13/18, 72%). However, MMR-deficient Lynch syndrome-associated adenomas had less APC or CTNNB1 mutations (25/68, 37%) and frequent frameshift RNF43 mutations involving mononucleotide repeats (45/68, 66%). Furthermore, frameshift mutations affecting repeat sequences constituted 14 of 26 APC mutations (54%) in MMR-deficient adenomas whereas these frameshift mutations were rare in MMR-proficient adenomas in patients with Lynch syndrome (1/12, 8%) and in sporadic adenomas (3/52, 6%). Lynch syndrome-associated adenocarcinomas exhibited mutation profiles similar to those of MMR-deficient adenomas. Considering that WNT pathway activation sufficiently drives colorectal adenoma formation, the distinct mutation profiles of WNT pathway genes in Lynch syndrome-associated adenomas suggest that MMR deficiency commonly precedes adenoma formation.
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382
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Ushio M, Fukuda H, Inoue T, Makoto K, Kishida O, Sato K, Murata K, Nikaido M, Sado T, Sato Y, Takeshita M, Iwasaki W, Yamanaka H, Kondoh M, Miya M. Environmental DNA enables detection of terrestrial mammals from forest pond water. Mol Ecol Resour 2017; 17:e63-e75. [PMID: 28603873 DOI: 10.1111/1755-0998.12690] [Citation(s) in RCA: 77] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2016] [Revised: 04/25/2017] [Accepted: 05/02/2017] [Indexed: 11/27/2022]
Abstract
Terrestrial animals must have frequent contact with water to survive, implying that environmental DNA (eDNA) originating from those animals should be detectable from places containing water in terrestrial ecosystems. Aiming to detect the presence of terrestrial mammals using forest water samples, we applied a set of universal PCR primers (MiMammal, a modified version of fish universal primers) for metabarcoding mammalian eDNA. The versatility of MiMammal primers was tested in silico and by amplifying DNAs extracted from tissues. The results suggested that MiMammal primers are capable of amplifying and distinguishing a diverse group of mammalian species. In addition, analyses of water samples from zoo cages of mammals with known species composition suggested that MiMammal primers could successfully detect mammalian species from water samples in the field. Then, we performed an experiment to detect mammals from natural ecosystems by collecting five 500-ml water samples from ponds in two cool-temperate forests in Hokkaido, northern Japan. MiMammal amplicon libraries were constructed using eDNA extracted from water samples, and sequences generated by Illumina MiSeq were subjected to data processing and taxonomic assignment. We thereby detected multiple species of mammals common to the sampling areas, including deer (Cervus nippon), mouse (Mus musculus), vole (Myodes rufocanus), raccoon (Procyon lotor), rat (Rattus norvegicus) and shrew (Sorex unguiculatus). Many previous applications of the eDNA metabarcoding approach have been limited to aquatic/semiaquatic systems, but the results presented here show that the approach is also promising even for forest mammal biodiversity surveys.
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Affiliation(s)
- Masayuki Ushio
- Center for Ecological Research, Kyoto University, Otsu, Japan.,PRESTO, Japan Science and Technology Agency, Kawaguchi, Japan.,Joint Research Center for Science and Technology, Ryukoku University, Otsu, Japan
| | - Hisato Fukuda
- Department of Environmental Solution Technology, Ryukoku University, Otsu, Japan
| | - Toshiki Inoue
- Department of Environmental Solution Technology, Ryukoku University, Otsu, Japan
| | - Kobayashi Makoto
- Teshio Experimental Forest, Field Science Center for Northern Biosphere, Hokkaido University, Hokkaido, Japan
| | - Osamu Kishida
- Teshio Experimental Forest, Field Science Center for Northern Biosphere, Hokkaido University, Hokkaido, Japan.,Tomakomai Experimental Forest, Field Science Center for Northern Biosphere, Hokkaido University, Hokkaido, Japan
| | - Keiichi Sato
- Okinawa Churashima Research Center, Okinawa, Japan
| | - Koichi Murata
- College of Bioresource Sciences, Nihon University, Kanagawa, Japan.,Yokohama Zoological Gardens ZOORASIA, Kanagawa, Japan
| | - Masato Nikaido
- School of Life Science and Technology, Tokyo Institute of Technology, Tokyo, Japan
| | - Tetsuya Sado
- Natural History Museum and Institute, Chiba, Japan
| | - Yukuto Sato
- Tohoku Medical Megabank Organization, Tohoku University, Miyagi, Japan
| | | | - Wataru Iwasaki
- Department of Biological Sciences, The University of Tokyo, Tokyo, Japan
| | - Hiroki Yamanaka
- Department of Environmental Solution Technology, Ryukoku University, Otsu, Japan.,The Research Center for Satoyama Studies, Ryukoku University, Shiga, Japan
| | - Michio Kondoh
- Department of Environmental Solution Technology, Ryukoku University, Otsu, Japan
| | - Masaki Miya
- Natural History Museum and Institute, Chiba, Japan
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383
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Klymus KE, Marshall NT, Stepien CA. Environmental DNA (eDNA) metabarcoding assays to detect invasive invertebrate species in the Great Lakes. PLoS One 2017; 12:e0177643. [PMID: 28542313 PMCID: PMC5436814 DOI: 10.1371/journal.pone.0177643] [Citation(s) in RCA: 62] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2017] [Accepted: 05/01/2017] [Indexed: 12/26/2022] Open
Abstract
Describing and monitoring biodiversity comprise integral parts of ecosystem management. Recent research coupling metabarcoding and environmental DNA (eDNA) demonstrate that these methods can serve as important tools for surveying biodiversity, while significantly decreasing the time, expense and resources spent on traditional survey methods. The literature emphasizes the importance of genetic marker development, as the markers dictate the applicability, sensitivity and resolution ability of an eDNA assay. The present study developed two metabarcoding eDNA assays using the mtDNA 16S RNA gene with Illumina MiSeq platform to detect invertebrate fauna in the Laurentian Great Lakes and surrounding waterways, with a focus for use on invasive bivalve and gastropod species monitoring. We employed careful primer design and in vitro testing with mock communities to assess ability of the markers to amplify and sequence targeted species DNA, while retaining rank abundance information. In our mock communities, read abundances reflected the initial input abundance, with regressions having significant slopes (p<0.05) and high coefficients of determination (R2) for all comparisons. Tests on field environmental samples revealed similar ability of our markers to measure relative abundance. Due to the limited reference sequence data available for these invertebrate species, care must be taken when analyzing results and identifying sequence reads to species level. These markers extend eDNA metabarcoding research for molluscs and appear relevant to other invertebrate taxa, such as rotifers and bryozoans. Furthermore, the sphaeriid mussel assay is group-specific, exclusively amplifying bivalves in the Sphaeridae family and providing species-level identification. Our assays provide useful tools for managers and conservation scientists, facilitating early detection of invasive species as well as improving resolution of mollusc diversity.
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Affiliation(s)
- Katy E. Klymus
- Great Lakes Genetics/Genomics Laboratory, Department of Environmental Sciences, University of Toledo, Toledo, OH, United States of America
| | - Nathaniel T. Marshall
- Great Lakes Genetics/Genomics Laboratory, Department of Environmental Sciences, University of Toledo, Toledo, OH, United States of America
| | - Carol A. Stepien
- Great Lakes Genetics/Genomics Laboratory, Department of Environmental Sciences, University of Toledo, Toledo, OH, United States of America
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384
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Katano I, Harada K, Doi H, Souma R, Minamoto T. Environmental DNA method for estimating salamander distribution in headwater streams, and a comparison of water sampling methods. PLoS One 2017; 12:e0176541. [PMID: 28520733 PMCID: PMC5435165 DOI: 10.1371/journal.pone.0176541] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2016] [Accepted: 04/12/2017] [Indexed: 11/19/2022] Open
Abstract
Environmental DNA (eDNA) has recently been used for detecting the distribution of macroorganisms in various aquatic habitats. In this study, we applied an eDNA method to estimate the distribution of the Japanese clawed salamander, Onychodactylus japonicus, in headwater streams. Additionally, we compared the detection of eDNA and hand-capturing methods used for determining the distribution of O. japonicus. For eDNA detection, we designed a qPCR primer/probe set for O. japonicus using the 12S rRNA region. We detected the eDNA of O. japonicus at all sites (with the exception of one), where we also observed them by hand-capturing. Additionally, we detected eDNA at two sites where we were unable to observe individuals using the hand-capturing method. Moreover, we found that eDNA concentrations and detection rates of the two water sampling areas (stream surface and under stones) were not significantly different, although the eDNA concentration in the water under stones was more varied than that on the surface. We, therefore, conclude that eDNA methods could be used to determine the distribution of macroorganisms inhabiting headwater systems by using samples collected from the surface of the water.
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Affiliation(s)
- Izumi Katano
- School of Human Science and Environment, University of Hyogo, 1-1-12 Shinzaike-Honcho, Himeji Japan
- Faculty of Science, Nara Women’s University, Kitauoyahigashi-machi, Nara, Japan
| | - Ken Harada
- School of Human Science and Environment, University of Hyogo, 1-1-12 Shinzaike-Honcho, Himeji Japan
| | - Hideyuki Doi
- Graduate School of Simulation Studies, University of Hyogo, 7-1-28 Minatojima-minamimachi, Chuo-ku, Kobe, Japan
- * E-mail:
| | - Rio Souma
- Graduate School of Human Science and Environment, University of Hyogo, 1-1-12 Shinzaike-Honcho, Himeji Japan
| | - Toshifumi Minamoto
- Graduate School of Human Development and Environment, Kobe University, 3–11 Tsurukabuto, Nada-ku, Kobe, Japan
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385
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Hashizume H, Sato M, Sato MO, Ikeda S, Yoonuan T, Sanguankiat S, Pongvongsa T, Moji K, Minamoto T. Application of environmental DNA analysis for the detection of Opisthorchis viverrini DNA in water samples. Acta Trop 2017; 169:1-7. [PMID: 28108370 DOI: 10.1016/j.actatropica.2017.01.008] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2016] [Revised: 01/12/2017] [Accepted: 01/12/2017] [Indexed: 12/27/2022]
Abstract
Opisthorchiasis, which can lead to cholangiocarcinoma in cases of chronic infection, is a major public health problem in Southeast Asian countries. The trematode, Opisthorchis viverrini, is the causative agent of the disease. Accurate and rapid monitoring of O. viverrini is crucial for disease prevention and containment. Therefore, in this study we sought to develop a novel species-specific real-time PCR assay for detecting O. viverrini using environmental DNA (eDNA). The diagnostic sensitivity of the newly developed real-time PCR assay was similar to that of the traditional PCR assay for 50 fecal samples collected in Lao PDR (21 and 19 samples were positive by real-time PCR and traditional PCR, respectively). The efficacy of eDNA analysis and its applicability in the field were tested using a total of 94 environmental water samples collected from 44 sites in Savannakhet, Lao PDR during May and October 2015 and February 2016. O. viverrini eDNA was detected in five samples by real-time PCR, indicating the presence of the fluke in the area and the risk of infection for individuals consuming fish from these water sources. The application of eDNA analysis would facilitate the identification of O. viverrini endemic hotspots and contribute to the ecological control of opisthorchiasis, and this strategy can be applied to other eukaryotic water pathogens.
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386
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Andruszkiewicz EA, Starks HA, Chavez FP, Sassoubre LM, Block BA, Boehm AB. Biomonitoring of marine vertebrates in Monterey Bay using eDNA metabarcoding. PLoS One 2017; 12:e0176343. [PMID: 28441466 PMCID: PMC5404852 DOI: 10.1371/journal.pone.0176343] [Citation(s) in RCA: 81] [Impact Index Per Article: 10.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2016] [Accepted: 04/10/2017] [Indexed: 02/03/2023] Open
Abstract
Molecular analysis of environmental DNA (eDNA) can be used to assess vertebrate biodiversity in aquatic systems, but limited work has applied eDNA technologies to marine waters. Further, there is limited understanding of the spatial distribution of vertebrate eDNA in marine waters. Here, we use an eDNA metabarcoding approach to target and amplify a hypervariable region of the mitochondrial 12S rRNA gene to characterize vertebrate communities at 10 oceanographic stations spanning 45 km within the Monterey Bay National Marine Sanctuary (MBNMS). In this study, we collected three biological replicates of small volume water samples (1 L) at 2 depths at each of the 10 stations. We amplified fish mitochondrial DNA using a universal primer set. We obtained 5,644,299 high quality Illumina sequence reads from the environmental samples. The sequence reads were annotated to the lowest taxonomic assignment using a bioinformatics pipeline. The eDNA survey identified, to the lowest taxonomic rank, 7 families, 3 subfamilies, 10 genera, and 72 species of vertebrates at the study sites. These 92 distinct taxa come from 33 unique marine vertebrate families. We observed significantly different vertebrate community composition between sampling depths (0 m and 20/40 m deep) across all stations and significantly different communities at stations located on the continental shelf (<200 m bottom depth) versus in the deeper waters of the canyons of Monterey Bay (>200 m bottom depth). All but 1 family identified using eDNA metabarcoding is known to occur in MBNMS. The study informs the implementation of eDNA metabarcoding for vertebrate biomonitoring.
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Affiliation(s)
- Elizabeth A. Andruszkiewicz
- Department of Civil and Environmental Engineering, Stanford University, Stanford, CA, United States of America
| | - Hilary A. Starks
- Center for Ocean Solutions, Stanford University, Stanford, CA, United States of America
| | - Francisco P. Chavez
- Monterey Bay Aquarium Research Institute, Moss Landing, CA, United States of America
| | - Lauren M. Sassoubre
- Department of Civil and Environmental Engineering, Stanford University, Stanford, CA, United States of America
| | - Barbara A. Block
- Department of Biology, Hopkins Marine Station, Stanford University, Pacific Grove, CA, United States of America
| | - Alexandria B. Boehm
- Department of Civil and Environmental Engineering, Stanford University, Stanford, CA, United States of America
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387
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Stoeckle MY, Soboleva L, Charlop-Powers Z. Aquatic environmental DNA detects seasonal fish abundance and habitat preference in an urban estuary. PLoS One 2017; 12:e0175186. [PMID: 28403183 PMCID: PMC5389620 DOI: 10.1371/journal.pone.0175186] [Citation(s) in RCA: 83] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2017] [Accepted: 03/21/2017] [Indexed: 11/28/2022] Open
Abstract
The difficulty of censusing marine animal populations hampers effective ocean management. Analyzing water for DNA traces shed by organisms may aid assessment. Here we tested aquatic environmental DNA (eDNA) as an indicator of fish presence in the lower Hudson River estuary. A checklist of local marine fish and their relative abundance was prepared by compiling 12 traditional surveys conducted between 1988–2015. To improve eDNA identification success, 31 specimens representing 18 marine fish species were sequenced for two mitochondrial gene regions, boosting coverage of the 12S eDNA target sequence to 80% of local taxa. We collected 76 one-liter shoreline surface water samples at two contrasting estuary locations over six months beginning in January 2016. eDNA was amplified with vertebrate-specific 12S primers. Bioinformatic analysis of amplified DNA, using a reference library of GenBank and our newly generated 12S sequences, detected most (81%) locally abundant or common species and relatively few (23%) uncommon taxa, and corresponded to seasonal presence and habitat preference as determined by traditional surveys. Approximately 2% of fish reads were commonly consumed species that are rare or absent in local waters, consistent with wastewater input. Freshwater species were rarely detected despite Hudson River inflow. These results support further exploration and suggest eDNA will facilitate fine-scale geographic and temporal mapping of marine fish populations at relatively low cost.
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Affiliation(s)
- Mark Y. Stoeckle
- Program for the Human Environment, The Rockefeller University, New York, New York, United States of America
- * E-mail:
| | - Lyubov Soboleva
- Program for the Human Environment, The Rockefeller University, New York, New York, United States of America
| | - Zachary Charlop-Powers
- Laboratory of Genetically Encoded Small Molecules, The Rockefeller University, New York, New York, United States of America
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388
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Saitoh K, Suzuki N, Ozaki M, Ishii K, Sado T, Morosawa T, Tsunagawa T, Tsuchiya M. Natural habitats uncovered? – Genetic structure of known and newly found localities of the endangered bitterling Pseudorhodeus tanago (Cyprinidae). NATURE CONSERVATION 2017. [DOI: 10.3897/natureconservation.17.10939] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
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389
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Bista I, Carvalho GR, Walsh K, Seymour M, Hajibabaei M, Lallias D, Christmas M, Creer S. Annual time-series analysis of aqueous eDNA reveals ecologically relevant dynamics of lake ecosystem biodiversity. Nat Commun 2017; 8:14087. [PMID: 28098255 PMCID: PMC5253663 DOI: 10.1038/ncomms14087] [Citation(s) in RCA: 149] [Impact Index Per Article: 18.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2016] [Accepted: 11/22/2016] [Indexed: 01/11/2023] Open
Abstract
The use of environmental DNA (eDNA) in biodiversity assessments offers a step-change in sensitivity, throughput and simultaneous measures of ecosystem diversity and function. There remains, however, a need to examine eDNA persistence in the wild through simultaneous temporal measures of eDNA and biota. Here, we use metabarcoding of two markers of different lengths, derived from an annual time series of aqueous lake eDNA to examine temporal shifts in ecosystem biodiversity and in an ecologically important group of macroinvertebrates (Diptera: Chironomidae). The analyses allow different levels of detection and validation of taxon richness and community composition (β-diversity) through time, with shorter eDNA fragments dominating the eDNA community. Comparisons between eDNA, community DNA, taxonomy and UK species abundance data further show significant relationships between diversity estimates derived across the disparate methodologies. Our results reveal the temporal dynamics of eDNA and validate the utility of eDNA metabarcoding for tracking seasonal diversity at the ecosystem scale.
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Affiliation(s)
- Iliana Bista
- Molecular Ecology and Fisheries Genetics Laboratory, School of Biological Sciences, Bangor University, Bangor, Gwynedd LL57 2UW, UK
| | - Gary R. Carvalho
- Molecular Ecology and Fisheries Genetics Laboratory, School of Biological Sciences, Bangor University, Bangor, Gwynedd LL57 2UW, UK
| | - Kerry Walsh
- Environment Agency, Horizon House, Deanery Road, Bristol BS1 5AH, UK
| | - Mathew Seymour
- Molecular Ecology and Fisheries Genetics Laboratory, School of Biological Sciences, Bangor University, Bangor, Gwynedd LL57 2UW, UK
| | - Mehrdad Hajibabaei
- Department of Integrative Biology & Biodiversity Institute of Ontario, University of Guelph, Guelph, Ontario, Canada N1G 2W1
| | - Delphine Lallias
- GABI, INRA, AgroParisTech, Université Paris-Saclay, 78350 Jouy-en-Josas, France
| | - Martin Christmas
- Environment Agency, Horizon House, Deanery Road, Bristol BS1 5AH, UK
| | - Simon Creer
- Molecular Ecology and Fisheries Genetics Laboratory, School of Biological Sciences, Bangor University, Bangor, Gwynedd LL57 2UW, UK
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390
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Environmental DNA metabarcoding reveals local fish communities in a species-rich coastal sea. Sci Rep 2017; 7:40368. [PMID: 28079122 PMCID: PMC5227697 DOI: 10.1038/srep40368] [Citation(s) in RCA: 152] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2016] [Accepted: 12/06/2016] [Indexed: 01/09/2023] Open
Abstract
Environmental DNA (eDNA) metabarcoding has emerged as a potentially powerful tool to assess aquatic community structures. However, the method has hitherto lacked field tests that evaluate its effectiveness and practical properties as a biodiversity monitoring tool. Here, we evaluated the ability of eDNA metabarcoding to reveal fish community structures in species-rich coastal waters. High-performance fish-universal primers and systematic spatial water sampling at 47 stations covering ~11 km2 revealed the fish community structure at a species resolution. The eDNA metabarcoding based on a 6-h collection of water samples detected 128 fish species, of which 62.5% (40 species) were also observed by underwater visual censuses conducted over a 14-year period. This method also detected other local fishes (≥23 species) that were not observed by the visual censuses. These eDNA metabarcoding features will enhance marine ecosystem-related research, and the method will potentially become a standard tool for surveying fish communities.
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391
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Darling JA, Galil BS, Carvalho GR, Rius M, Viard F, Piraino S. Recommendations for developing and applying genetic tools to assess and manage biological invasions in marine ecosystems. MARINE POLICY 2017; 85:56-64. [PMID: 29681680 PMCID: PMC5909192 DOI: 10.1016/j.marpol.2017.08.014] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/20/2023]
Abstract
The European Union's Marine Strategy Framework Directive (MSFD) aims to adopt integrated ecosystem management approaches to achieve or maintain "Good Environmental Status" for marine waters, habitats and resources, including mitigation of the negative effects of non-indigenous species (NIS). The Directive further seeks to promote broadly standardized monitoring efforts and assessment of temporal trends in marine ecosystem condition, incorporating metrics describing the distribution and impacts of NIS. Accomplishing these goals will require application of advanced tools for NIS surveillance and risk assessment, particularly given known challenges associated with surveying and monitoring with traditional methods. In the past decade, a host of methods based on nucleic acids (DNA and RNA) analysis have been developed or advanced that promise to dramatically enhance capacity in assessing and managing NIS. However, ensuring that these rapidly evolving approaches remain accessible and responsive to the needs of resource managers remains a challenge. This paper provides recommendations for future development of these genetic tools for assessment and management of NIS in marine systems, within the context of the explicit requirements of the MSFD. Issues considered include technological innovation, methodological standardization, data sharing and collaboration, and the critical importance of shared foundational resources, particularly integrated taxonomic expertise. Though the recommendations offered here are not exhaustive, they provide a basis for future intentional (and international) collaborative development of a genetic toolkit for NIS research, capable of fulfilling the immediate and long term goals of marine ecosystem and resource conservation.
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Affiliation(s)
- John A. Darling
- National Exposure Research Laboratory, United States Environmental
Protection Agency, 109 T.W. Alexander Drive, Research Triangle Park, NC 27711,
USA
- Corresponding author.
(J.A. Darling)
| | - Bella S. Galil
- The Steinhardt Museum of Natural History, Israel National Center for
Biodiversity Studies, Tel Aviv University, Tel Aviv 6997801, Israel
| | | | - Marc Rius
- Ocean and Earth Science, National Oceanography Centre, University of
Southampton, UK
- Centre for Ecological Genomics and Wildlife Conservation, University
of Johannesburg, South Africa
| | - Frédérique Viard
- Sorbonne Université, Université Paris 06, CNRS, UMR
7144 AD2M, Station Biologique de Roscoff, Place Georges Teissier, 29680 Roscoff,
France
| | - Stefano Piraino
- Dipartimento di Scienze e Tecnologie Biologiche ed Ambientali,
Università del Salento, Lecce, Italy
- Consorzio Nazionale Interuniversitario per le Scienze del Mare
(CoNISMa), Roma, Italy
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392
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Freeland JR. The importance of molecular markers and primer design when characterizing biodiversity from environmental DNA. Genome 2016; 60:358-374. [PMID: 28177833 DOI: 10.1139/gen-2016-0100] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Environmental DNA (eDNA) comprises DNA fragments that have been shed into the environment by organisms, and which can be extracted from environmental samples such as water or soil. Characterization of eDNA can allow researchers to infer the presence or absence of species from a particular site without the need to locate and identify individuals, and therefore may provide an extremely valuable tool for quantifying biodiversity. However, as is often the case with relatively new protocols, methodological challenges remain. A number of earlier reviews have discussed these challenges, but none have provided extensive treatment of the critical decisions surrounding molecular markers and primer development for use in eDNA assays. This review discusses a number of options and approaches that can be used when determining which primers and gene regions are most appropriate for either targeted species detection or metabarcoding macro-organisms from eDNA. The latter represents a new field that is growing rapidly, and which has the potential to revolutionize future assessments of community and ecosystem diversity.
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Affiliation(s)
- Joanna R Freeland
- Department of Biology, Trent University, Peterborough, ON K9J 7B8, Canada.,Department of Biology, Trent University, Peterborough, ON K9J 7B8, Canada
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393
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Masuda R, Hatakeyama M, Yokoyama K, Tanaka M. Recovery of Coastal Fauna after the 2011 Tsunami in Japan as Determined by Bimonthly Underwater Visual Censuses Conducted over Five Years. PLoS One 2016; 11:e0168261. [PMID: 27942028 PMCID: PMC5152922 DOI: 10.1371/journal.pone.0168261] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2016] [Accepted: 11/28/2016] [Indexed: 11/19/2022] Open
Abstract
Massive tsunamis induce catastrophic disturbance in marine ecosystems, yet they can provide unique opportunities to observe the process of regeneration. Here, we report the recovery of fauna after the 2011 tsunami in northeast Japan based on underwater visual censuses performed every two months over five years. Both total fish abundance and species richness increased from the first to the second year after the tsunami followed by stabilization in the following years. Short-lived fish, such as the banded goby Pterogobius elapoides, were relatively abundant in the first two years, whereas long-lived species, such as the black rockfish Sebastes cheni, increased in the latter half of the survey period. Tropical fish species were recorded only in the second and third years after the tsunami. The body size of long-lived fish increased during the survey period resulting in a gradual increase of total fish biomass. The recovery of fish assemblages was slow at one site located in the inner bay, where the impact of the tsunami was the strongest. Apart from fish, blooms of the moon jellyfish Aurelia sp. occurred only in the first two years after the tsunami, whereas the abundances of sea cucumber Apostichopus japonicus and abalone Haliotis discus hannai increased after the second year. Although we lack quantitative data prior to the tsunami, we conclude that it takes approximately three years for coastal reef fish assemblages to recover from a heavy disturbance such as a tsunami and that the recovery is dependent on species-specific life span and habitat.
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Affiliation(s)
- Reiji Masuda
- Maizuru Fisheries Research Station, Kyoto University, Nagahama, Maizuru, Kyoto, Japan
- * E-mail:
| | - Makoto Hatakeyama
- Non Profit Organization Mori-umi, Nishi-moune, Karakuwa, Kesennuma, Miyagi, Japan
| | | | - Masaru Tanaka
- International Institute for Advanced Studies, Kizugawadai, Kizugawa, Kyoto, Japan
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394
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Miya M, Minamoto T, Yamanaka H, Oka SI, Sato K, Yamamoto S, Sado T, Doi H. Use of a Filter Cartridge for Filtration of Water Samples and Extraction of Environmental DNA. J Vis Exp 2016:54741. [PMID: 27911387 PMCID: PMC5226294 DOI: 10.3791/54741] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022] Open
Abstract
Recent studies demonstrated the use of environmental DNA (eDNA) from fishes to be appropriate as a non-invasive monitoring tool. Most of these studies employed disk fiber filters to collect eDNA from water samples, although a number of microbial studies in aquatic environments have employed filter cartridges, because the cartridge has the advantage of accommodating large water volumes and of overall ease of use. Here we provide a protocol for filtration of water samples using the filter cartridge and extraction of eDNA from the filter without having to cut open the housing. The main portions of this protocol consists of 1) filtration of water samples (water volumes ≤4 L or >4 L); (2) extraction of DNA on the filter using a roller shaker placed in a preheated incubator; and (3) purification of DNA using a commercial kit. With the use of this and previously-used protocols, we perform metabarcoding analysis of eDNA taken from a huge aquarium tank (7,500 m3) with known species composition, and show the number of detected species per library from the two protocols as the representative results. This protocol has been developed for metabarcoding eDNA from fishes, but is also applicable to eDNA from other organisms.
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Affiliation(s)
- Masaki Miya
- Department of Ecology and Environmental Sciences, Natural History Museum and Institute, Chiba;
| | | | | | | | | | - Satoshi Yamamoto
- Graduate School of Human Development and Environment, Kobe University
| | - Tetsuya Sado
- Department of Ecology and Environmental Sciences, Natural History Museum and Institute, Chiba
| | - Hideyuki Doi
- Graduate School of Simulation Studies, University of Hyogo
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395
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Environmental DNA from Seawater Samples Correlate with Trawl Catches of Subarctic, Deepwater Fishes. PLoS One 2016; 11:e0165252. [PMID: 27851757 PMCID: PMC5112899 DOI: 10.1371/journal.pone.0165252] [Citation(s) in RCA: 126] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2016] [Accepted: 10/07/2016] [Indexed: 11/25/2022] Open
Abstract
Remote polar and deepwater fish faunas are under pressure from ongoing climate change and increasing fishing effort. However, these fish communities are difficult to monitor for logistic and financial reasons. Currently, monitoring of marine fishes largely relies on invasive techniques such as bottom trawling, and on official reporting of global catches, which can be unreliable. Thus, there is need for alternative and non-invasive techniques for qualitative and quantitative oceanic fish surveys. Here we report environmental DNA (eDNA) metabarcoding of seawater samples from continental slope depths in Southwest Greenland. We collected seawater samples at depths of 188–918 m and compared seawater eDNA to catch data from trawling. We used Illumina sequencing of PCR products to demonstrate that eDNA reads show equivalence to fishing catch data obtained from trawling. Twenty-six families were found with both trawling and eDNA, while three families were found only with eDNA and two families were found only with trawling. Key commercial fish species for Greenland were the most abundant species in both eDNA reads and biomass catch, and interpolation of eDNA abundances between sampling sites showed good correspondence with catch sizes. Environmental DNA sequence reads from the fish assemblages correlated with biomass and abundance data obtained from trawling. Interestingly, the Greenland shark (Somniosus microcephalus) showed high abundance of eDNA reads despite only a single specimen being caught, demonstrating the relevance of the eDNA approach for large species that can probably avoid bottom trawls in most cases. Quantitative detection of marine fish using eDNA remains to be tested further to ascertain whether this technique is able to yield credible results for routine application in fisheries. Nevertheless, our study demonstrates that eDNA reads can be used as a qualitative and quantitative proxy for marine fish assemblages in deepwater oceanic habitats. This relates directly to applied fisheries as well as to monitoring effects of ongoing climate change on marine biodiversity—especially in polar ecosystems.
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396
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Lee S. Complete mitochondrial genome of the mud loach Misgurnus mizolepis (Cypriniformes, Cobitidae) and its phylogenetic position in the Cypriniformes. Mitochondrial DNA B Resour 2016; 1:839-840. [PMID: 33473648 PMCID: PMC7799515 DOI: 10.1080/23802359.2016.1247675] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/01/2022] Open
Abstract
The mud loach (Misgurnus mizolepis) is a small benthic species belonging to the family Cobitidae. In this study, I report the first sequencing and assembly of the complete mitochondrial genome of M. mizolepis. The complete mitochondrial genome is 16,647 bp long, consisting of 13 protein-coding genes, 22 tRNA genes, 2 rRNA genes, and a control region. It has the typical vertebrate mitochondrial gene arrangement. Phylogenetic analysis using mitochondrial genomes of 20 species showed that M. mizolepis is clustered with M. anguillicaudatus and M. bipartitus. This mitochondrial genome provides potentially important resources for studying molecular evolution and biogeography.
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Affiliation(s)
- Seungki Lee
- Biological and Genetic Resources Assessment Division, National Institute of Biological Resources, Incheon, Republic of Korea
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397
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Lim NKM, Tay YC, Srivathsan A, Tan JWT, Kwik JTB, Baloğlu B, Meier R, Yeo DCJ. Next-generation freshwater bioassessment: eDNA metabarcoding with a conserved metazoan primer reveals species-rich and reservoir-specific communities. ROYAL SOCIETY OPEN SCIENCE 2016; 3:160635. [PMID: 28018653 PMCID: PMC5180151 DOI: 10.1098/rsos.160635] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/25/2016] [Accepted: 11/02/2016] [Indexed: 06/01/2023]
Abstract
Freshwater habitats are of high conservation value and provide a wide range of ecosystem services. Effective management requires regular monitoring. However, conventional methods based on direct observation or specimen collection are so invasive, expensive and labour-intensive that frequent monitoring is uncommon. Here, we test whether the evaluation of environmental DNA (eDNA) from water based on a simple protocol can be used for assessing biodiversity. We use universal metazoan primers for characterizing water eDNA across horizontal and vertical spatial dimensions in two reservoirs with known species diversity for two key taxa. eDNA obtained directly from 42 samples × 15 ml water (total = 630 ml) per reservoir yielded DNA signatures for more than 500 metazoan species, of which 105 could be identified to species/genus based on DNA barcodes. We show that eDNA can be used to assign each water sample to its reservoir of origin, and that eDNA outperforms conventional survey methods in single-sample richness comparisons, while revealing evidence for hundreds of unknown species that are undetected by conventional bioassessment methods. eDNA also confirms the presence of a recently discovered invasive snail species and provides evidence for the continued survival of a rare native species of goby not sighted in that habitat since 2007. eDNA thus promises to be a useful addition to the bioassessment toolbox for freshwater systems.
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Affiliation(s)
- Nicholas K. M. Lim
- Department of Biological Sciences, National University of Singapore, Singapore
| | - Ywee Chieh Tay
- Department of Biological Sciences, National University of Singapore, Singapore
| | - Amrita Srivathsan
- Department of Biological Sciences, National University of Singapore, Singapore
| | - Jonathan W. T. Tan
- Department of Biological Sciences, National University of Singapore, Singapore
| | - Jeffrey T. B. Kwik
- Department of Biological Sciences, National University of Singapore, Singapore
| | - Bilgenur Baloğlu
- Department of Biological Sciences, National University of Singapore, Singapore
| | - Rudolf Meier
- Department of Biological Sciences, National University of Singapore, Singapore
- Lee Kong Chian Natural History Museum, National University of Singapore, Singapore
| | - Darren C. J. Yeo
- Department of Biological Sciences, National University of Singapore, Singapore
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398
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On-site filtration of water samples for environmental DNA analysis to avoid DNA degradation during transportation. Ecol Res 2016. [DOI: 10.1007/s11284-016-1400-9] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
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399
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Minamoto T, Uchii K, Takahara T, Kitayoshi T, Tsuji S, Yamanaka H, Doi H. Nuclear internal transcribed spacer-1 as a sensitive genetic marker for environmental DNA studies in common carp Cyprinus carpio. Mol Ecol Resour 2016; 17:324-333. [PMID: 27487846 DOI: 10.1111/1755-0998.12586] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2015] [Revised: 06/08/2016] [Accepted: 07/19/2016] [Indexed: 12/27/2022]
Abstract
The recently developed environmental DNA (eDNA) analysis has been used to estimate the distribution of aquatic vertebrates by using mitochondrial DNA (mtDNA) as a genetic marker. However, mtDNA markers have certain drawbacks such as variable copy number and maternal inheritance. In this study, we investigated the potential of using nuclear DNA (ncDNA) as a more reliable genetic marker for eDNA analysis by using common carp (Cyprinus carpio). We measured the copy numbers of cytochrome b (CytB) gene region of mtDNA and internal transcribed spacer 1 (ITS1) region of ribosomal DNA of ncDNA in various carp tissues and then compared the detectability of these markers in eDNA samples. In the DNA extracted from the brain and gill tissues and intestinal contents, CytB was detected at 95.1 ± 10.7 (mean ± 1 standard error), 29.7 ± 1.59 and 24.0 ± 4.33 copies per cell, respectively, and ITS1 was detected at 1760 ± 343, 2880 ± 503 and 1910 ± 352 copies per cell, respectively. In the eDNA samples from mesocosm, pond and lake water, the copy numbers of ITS1 were about 160, 300 and 150 times higher than those of CytB, respectively. The minimum volume of pond water required for quantification was 33 and 100 mL for ITS1 and CytB, respectively. These results suggested that ITS1 is a more sensitive genetic marker for eDNA studies of C. carpio.
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Affiliation(s)
- Toshifumi Minamoto
- Graduate School of Human Development and Environment, Kobe University, 3-11 Tsurukabuto, Nada-ku, Kobe City, Hyogo, 657-8501, Japan
| | - Kimiko Uchii
- Institute for Sustainable Sciences and Development, Hiroshima University, 1-3-1 Kagamiyama, Higashi-Hiroshima, Hiroshima, 739-8530, Japan.,Faculty of Pharmacy, Osaka Ohtani University, 3-11-1 Nishikiori-kita, Tondabayashi, Osaka, 584-8540, Japan
| | - Teruhiko Takahara
- Institute for Sustainable Sciences and Development, Hiroshima University, 1-3-1 Kagamiyama, Higashi-Hiroshima, Hiroshima, 739-8530, Japan.,Faculty of Life and Environmental Science, Shimane University, 1060 Nishikawatsu-cho, Matsue, Shimane, 690-8504, Japan
| | - Takumi Kitayoshi
- Faculty of Science and Technology/Graduate School of Science and Technology, Ryukoku University, 1-5 Yokotani, Seta Oe-cho, Otsu, Shiga, 520-2194, Japan
| | - Satsuki Tsuji
- Faculty of Science and Technology/Graduate School of Science and Technology, Ryukoku University, 1-5 Yokotani, Seta Oe-cho, Otsu, Shiga, 520-2194, Japan
| | - Hiroki Yamanaka
- Faculty of Science and Technology/Graduate School of Science and Technology, Ryukoku University, 1-5 Yokotani, Seta Oe-cho, Otsu, Shiga, 520-2194, Japan
| | - Hideyuki Doi
- Institute for Sustainable Sciences and Development, Hiroshima University, 1-3-1 Kagamiyama, Higashi-Hiroshima, Hiroshima, 739-8530, Japan.,Graduate School of Simulation Studies, University of Hyogo, 7-1-28 Minatojima-minamimachi, Chuo-ku, Kobe, 650-0047, Japan
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400
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Poulsen JY, Sado T, Hahn C, Byrkjedal I, Moku M, Miya M. Preservation Obscures Pelagic Deep-Sea Fish Diversity: Doubling the Number of Sole-Bearing Opisthoproctids and Resurrection of the Genus Monacoa (Opisthoproctidae, Argentiniformes). PLoS One 2016; 11:e0159762. [PMID: 27508419 PMCID: PMC4980007 DOI: 10.1371/journal.pone.0159762] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2016] [Accepted: 07/06/2016] [Indexed: 11/18/2022] Open
Abstract
The family Opisthoproctidae (barreleyes) constitutes one of the most peculiar looking and unknown deep-sea fish groups in terms of taxonomy and specialized adaptations. All the species in the family are united by the possession of tubular eyes, with one distinct lineage exhibiting also drastic shortening of the body. Two new species of the mesopelagic opisthoproctid mirrorbelly genus Monacoa are described based on pigmentation patterns of the "sole"-a unique vertebrate structure used in the reflection and control of bioluminescence in most short-bodied forms. Different pigmentation patterns of the soles, previously noted as intraspecific variations based on preserved specimens, are here shown species-specific and likely used for communication in addition to counter-illumination of down-welling sunlight. The genus Monacoa is resurrected from Opisthoproctus based on extensive morphological synaphomorphies pertaining to the anal fin and snout. Doubling the species diversity within sole-bearing opisthoproctids, including recognition of two genera, is unambiguously supported by mitogenomic DNA sequence data. Regular fixation with formalin and alcohol preservation is shown problematic concerning the retention of species-specific pigmentation patterns. Examination or photos of fresh material before formalin fixation is shown paramount for correct species recognition of sole-bearing opisthoproctids-a relatively unknown issue concerning species diversity in the deep-sea pelagic realm.
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Affiliation(s)
- Jan Yde Poulsen
- Fish Section, Australian Museum, Sydney NSW, Australia
- Department of Fish and Shellfish, Greenland Institute of Natural Resources, Nuuk, Greenland
| | - Tetsuya Sado
- Natural History Museum and Institute, 955-2 Aoba-cho, Chuo-ku, Chiba, Japan
| | - Christoph Hahn
- School for Biological, Biomedical and Environmental Science, University of Hull, Hull, United Kingdom
| | - Ingvar Byrkjedal
- Natural History Collections, Bergen Museum, University of Bergen, Bergen, Norway
| | - Masatoshi Moku
- Atmosphere and Ocean Research Institute, The University of Tokyo, 5-1-5 Kashiwano-Ha, Kashiwa, Chiba, Japan
| | - Masaki Miya
- Natural History Museum and Institute, 955-2 Aoba-cho, Chuo-ku, Chiba, Japan
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