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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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52
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Nielsen JM, Clare EL, Hayden B, Brett MT, Kratina P. Diet tracing in ecology: Method comparison and selection. Methods Ecol Evol 2017. [DOI: 10.1111/2041-210x.12869] [Citation(s) in RCA: 222] [Impact Index Per Article: 27.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Affiliation(s)
- Jens M. Nielsen
- School of Biological and Chemical SciencesQueen Mary University of London London UK
| | - Elizabeth L. Clare
- School of Biological and Chemical SciencesQueen Mary University of London London UK
| | - Brian Hayden
- Canadian Rivers InstituteBiology DepartmentUniversity of New Brunswick Fredericton NB Canada
| | - Michael T. Brett
- Department of Civil and Environmental EngineeringUniversity of Washington Seattle WA USA
| | - Pavel Kratina
- School of Biological and Chemical SciencesQueen Mary University of London London UK
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53
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Pellissier L, Albouy C, Bascompte J, Farwig N, Graham C, Loreau M, Maglianesi MA, Melián CJ, Pitteloud C, Roslin T, Rohr R, Saavedra S, Thuiller W, Woodward G, Zimmermann NE, Gravel D. Comparing species interaction networks along environmental gradients. Biol Rev Camb Philos Soc 2017; 93:785-800. [PMID: 28941124 DOI: 10.1111/brv.12366] [Citation(s) in RCA: 117] [Impact Index Per Article: 14.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2017] [Revised: 08/17/2017] [Accepted: 08/18/2017] [Indexed: 12/25/2022]
Abstract
Knowledge of species composition and their interactions, in the form of interaction networks, is required to understand processes shaping their distribution over time and space. As such, comparing ecological networks along environmental gradients represents a promising new research avenue to understand the organization of life. Variation in the position and intensity of links within networks along environmental gradients may be driven by turnover in species composition, by variation in species abundances and by abiotic influences on species interactions. While investigating changes in species composition has a long tradition, so far only a limited number of studies have examined changes in species interactions between networks, often with differing approaches. Here, we review studies investigating variation in network structures along environmental gradients, highlighting how methodological decisions about standardization can influence their conclusions. Due to their complexity, variation among ecological networks is frequently studied using properties that summarize the distribution or topology of interactions such as number of links, connectance, or modularity. These properties can either be compared directly or using a procedure of standardization. While measures of network structure can be directly related to changes along environmental gradients, standardization is frequently used to facilitate interpretation of variation in network properties by controlling for some co-variables, or via null models. Null models allow comparing the deviation of empirical networks from random expectations and are expected to provide a more mechanistic understanding of the factors shaping ecological networks when they are coupled with functional traits. As an illustration, we compare approaches to quantify the role of trait matching in driving the structure of plant-hummingbird mutualistic networks, i.e. a direct comparison, standardized by null models and hypothesis-based metaweb. Overall, our analysis warns against a comparison of studies that rely on distinct forms of standardization, as they are likely to highlight different signals. Fostering a better understanding of the analytical tools available and the signal they detect will help produce deeper insights into how and why ecological networks vary along environmental gradients.
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Affiliation(s)
- Loïc Pellissier
- Landscape Ecology, Institute of Terrestrial Ecosystems, ETH Zürich, Zürich, Switzerland.,Swiss Federal Research Institute WSL, 8903, Birmensdorf, Switzerland
| | - Camille Albouy
- Landscape Ecology, Institute of Terrestrial Ecosystems, ETH Zürich, Zürich, Switzerland.,Swiss Federal Research Institute WSL, 8903, Birmensdorf, Switzerland.,IFREMER, unité Ecologie et Modèles pour l'Halieutique, rue de l'Ile d'Yeu, BP21105, 44311, Nantes cedex 3, France
| | - Jordi Bascompte
- Department of Evolutionary Biology and Environmental Studies, University of Zürich, 8057, Zürich, Switzerland
| | - Nina Farwig
- Conservation Ecology, Faculty of Biology, Philipps-Universität Marburg, Karl-von-Frisch-Str.8, D-35032, Marburg, Germany
| | - Catherine Graham
- Swiss Federal Research Institute WSL, 8903, Birmensdorf, Switzerland
| | - Michel Loreau
- Centre for Biodiversity Theory and Modelling, Theoretical and Experimental Ecology Station, CNRS and Paul Sabatier University, 09200, Moulis, France
| | - Maria Alejandra Maglianesi
- Vicerrectoría de Investigación, Universidad Estatal a Distancia, 2050, San José, Costa Rica.,Biodiversity and Climate Research Centre (BiK-F) and Senckenberg Gesellschaft für Naturforschung, 60325, Frankfurt am Main, Germany
| | - Carlos J Melián
- Department of Fish Ecology and Evolution, Eawag: Swiss Federal Institute of Aquatic Science and Technology, 6047, Kastanienbaum, Switzerland
| | - Camille Pitteloud
- Landscape Ecology, Institute of Terrestrial Ecosystems, ETH Zürich, Zürich, Switzerland.,Swiss Federal Research Institute WSL, 8903, Birmensdorf, Switzerland
| | - Tomas Roslin
- Department of Ecology, Swedish University of Agricultural Sciences, Uppsala, Sweden
| | - Rudolf Rohr
- Department of Biology - Ecology and Evolution, University of Fribourg, Fribourg, Switzerland
| | - Serguei Saavedra
- Department of Civil and Environmental Engineering, Massashusets Institute of Technology, 77 Massachusetts Avenue, Cambridge, 02139, MA, U.S.A
| | - Wilfried Thuiller
- University of Grenoble Alpes, CNRS, LECA (Laboratoire d'Écologie Alpine), F-38000, Grenoble, France
| | - Guy Woodward
- Department of Life Sciences, Imperial College London, Silwood Park Campus, Berkshire, SL5 7PY, U.K
| | - Niklaus E Zimmermann
- Landscape Ecology, Institute of Terrestrial Ecosystems, ETH Zürich, Zürich, Switzerland.,Swiss Federal Research Institute WSL, 8903, Birmensdorf, Switzerland
| | - Dominique Gravel
- Département de Biologie, Faculté des Sciences, Canada Research Chair in Integrative Ecology, Université de Sherbrooke, 2500, boulevard de l'Université, Sherbrooke, J1K 2R1, Québec, Canada
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54
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Corse E, Meglécz E, Archambaud G, Ardisson M, Martin JF, Tougard C, Chappaz R, Dubut V. A from-benchtop-to-desktop workflow for validating HTS data and for taxonomic identification in diet metabarcoding studies. Mol Ecol Resour 2017; 17:e146-e159. [PMID: 28776936 DOI: 10.1111/1755-0998.12703] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2016] [Revised: 07/17/2017] [Accepted: 07/25/2017] [Indexed: 11/30/2022]
Abstract
The main objective of this work was to develop and validate a robust and reliable "from-benchtop-to-desktop" metabarcoding workflow to investigate the diet of invertebrate-eaters. We applied our workflow to faecal DNA samples of an invertebrate-eating fish species. A fragment of the cytochrome c oxidase I (COI) gene was amplified by combining two minibarcoding primer sets to maximize the taxonomic coverage. Amplicons were sequenced by an Illumina MiSeq platform. We developed a filtering approach based on a series of nonarbitrary thresholds established from control samples and from molecular replicates to address the elimination of cross-contamination, PCR/sequencing errors and mistagging artefacts. This resulted in a conservative and informative metabarcoding data set. We developed a taxonomic assignment procedure that combines different approaches and that allowed the identification of ~75% of invertebrate COI variants to the species level. Moreover, based on the diversity of the variants, we introduced a semiquantitative statistic in our diet study, the minimum number of individuals, which is based on the number of distinct variants in each sample. The metabarcoding approach described in this article may guide future diet studies that aim to produce robust data sets associated with a fine and accurate identification of prey items.
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Affiliation(s)
- Emmanuel Corse
- Aix Marseille Univ, Avignon Univ, CNRS, IRD, UMR IMBE, Marseille, France
| | - Emese Meglécz
- Aix Marseille Univ, Avignon Univ, CNRS, IRD, UMR IMBE, Marseille, France
| | - Gaït Archambaud
- Irstea, UR RECOVER, Equipe FRESCHCO, Aix-en-Provence, France
| | | | | | - Christelle Tougard
- CNRS, Université de Montpellier, IRD, CIRAD, EPHE, UMR ISEM, Montpellier, France
| | - Rémi Chappaz
- Aix Marseille Univ, Avignon Univ, CNRS, IRD, UMR IMBE, Marseille, France
| | - Vincent Dubut
- Aix Marseille Univ, Avignon Univ, CNRS, IRD, UMR IMBE, Marseille, France
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55
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Kaunisto KM, Roslin T, Sääksjärvi IE, Vesterinen EJ. Pellets of proof: First glimpse of the dietary composition of adult odonates as revealed by metabarcoding of feces. Ecol Evol 2017; 7:8588-8598. [PMID: 29075474 PMCID: PMC5648679 DOI: 10.1002/ece3.3404] [Citation(s) in RCA: 46] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2017] [Revised: 08/02/2017] [Accepted: 08/11/2017] [Indexed: 12/17/2022] Open
Abstract
Recent advances in molecular techniques allow us to resolve the diet of unstudied taxa. Odonates are potentially important top-down regulators of many insects. Yet, to date, our knowledge of odonate prey use is based mainly on limited observations of odonates catching or eating their prey. In this study, we examine the potential use of metabarcoding in establishing the diet of three adult odonate species (Lestes sponsa, Enallagma cyathigerum, and Sympetrum danae) at a site in southwestern Finland. To this purpose, we compared three different methods for extracting DNA from fecal samples: the Macherey-Nagel Nucleospin XS kit, a traditional salt extraction, and the Zymo Research Fecal Microprep kit. From these extracts, we amplified group-specific mitochondrial markers (COI and 16S rRNA) from altogether 72 odonate individuals, and compared them to comprehensive reference libraries. The three odonate species show major overlap in diet, with no significant differences between individuals of different size and/or gender, reflecting opportunistic foraging of adult odonates. Of a total of 41 different prey species detected, the most frequently consumed ones were Diptera, with additional records of six other orders. Based on our data, the best DNA extraction method is the traditional salt extraction, as it provides the most information on prey content while also being the most economical. To our knowledge, this is the first study to resolve the species-level diet of adult odonates. Armed with the appropriate methodological caveats, we are ready to examine the ecological role of odonates in both terrestrial and aquatic food webs, and in transferring subsidies between these two realms.
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Affiliation(s)
- Kari M Kaunisto
- Zoological Museum Biodiversity Unit University of Turku Turku Finland
| | - Tomas Roslin
- Department of Ecology Swedish University of Agricultural Sciences Uppsala Sweden.,Department of Agricultural Sciences University of Helsinki Helsinki Finland
| | | | - Eero J Vesterinen
- Zoological Museum Biodiversity Unit University of Turku Turku Finland.,Department of Agricultural Sciences University of Helsinki Helsinki Finland
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56
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Vamosi JC, Gong YB, Adamowicz SJ, Packer L. Forecasting pollination declines through DNA barcoding: the potential contributions of macroecological and macroevolutionary scales of inquiry. THE NEW PHYTOLOGIST 2017; 214:11-18. [PMID: 27901268 DOI: 10.1111/nph.14356] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
While pollinators are widely acknowledged as important contributors to seed production in plant communities, we do not yet have a good understanding of the importance of pollinator specialists for this ecosystem service. Determination of the prevalence of pollinator specialists is often hindered by the occurrence of cryptic species and the limitations of observational data on pollinator visitation rates, two areas where DNA barcoding of pollinators and pollen can be useful. Further, the demonstrated adequacy of pollen DNA barcoding from historical records offers opportunities to observe the effects of pollinator loss over longer timescales, and phylogenetic approaches can elucidate the historical rates of extinction of specialist lineages. In this Viewpoint article, we review how advances in DNA barcoding and metabarcoding of plants and pollinators have brought important developments to our understanding of specialization in plant-pollinator interactions. We then put forth several lines of inquiry that we feel are especially promising for providing insight on changes in plant-pollinator interactions over space and time. Obtaining estimates of the effects of reductions in specialists will contribute to forecasting the loss of ecosystem services that will accompany the erosion of plant and pollinator diversity.
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Affiliation(s)
- Jana C Vamosi
- Department of Biological Sciences, University of Calgary, 2500 University Drive NW, Calgary, AB, T2N 1N4, Canada
| | - Yan-Bing Gong
- State Key Laboratory of Hybrid Rice, College of Life Sciences, Wuhan University, Wuhan, 430072, China
| | - Sarah J Adamowicz
- Biodiversity Institute of Ontario & Department of Integrative Biology, University of Guelph, 50 Stone Road East, Guelph, ON, N1G 2W1, Canada
| | - Laurence Packer
- Department of Biology, York University, Toronto, ON, M3J 1P3, Canada
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57
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Littlefair JE, Clare EL. Barcoding the food chain: from Sanger to high-throughput sequencing. Genome 2016; 59:946-958. [DOI: 10.1139/gen-2016-0028] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Society faces the complex challenge of supporting biodiversity and ecosystem functioning, while ensuring food security by providing safe traceable food through an ever-more-complex global food chain. The increase in human mobility brings the added threat of pests, parasites, and invaders that further complicate our agro-industrial efforts. DNA barcoding technologies allow researchers to identify both individual species, and, when combined with universal primers and high-throughput sequencing techniques, the diversity within mixed samples (metabarcoding). These tools are already being employed to detect market substitutions, trace pests through the forensic evaluation of trace “environmental DNA”, and to track parasitic infections in livestock. The potential of DNA barcoding to contribute to increased security of the food chain is clear, but challenges remain in regulation and the need for validation of experimental analysis. Here, we present an overview of the current uses and challenges of applied DNA barcoding in agriculture, from agro-ecosystems within farmland to the kitchen table.
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Affiliation(s)
- Joanne E. Littlefair
- School of Biological and Chemical Sciences, Queen Mary University of London. Mile End Rd., London, E1 4NS, UK
- School of Biological and Chemical Sciences, Queen Mary University of London. Mile End Rd., London, E1 4NS, UK
| | - Elizabeth L. Clare
- School of Biological and Chemical Sciences, Queen Mary University of London. Mile End Rd., London, E1 4NS, UK
- School of Biological and Chemical Sciences, Queen Mary University of London. Mile End Rd., London, E1 4NS, UK
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58
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Tiusanen M, Hebert PDN, Schmidt NM, Roslin T. One fly to rule them all-muscid flies are the key pollinators in the Arctic. Proc Biol Sci 2016; 283:20161271. [PMID: 27683367 PMCID: PMC5046896 DOI: 10.1098/rspb.2016.1271] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2016] [Accepted: 09/05/2016] [Indexed: 01/11/2023] Open
Abstract
Global change is causing drastic changes in the pollinator communities of the Arctic. While arctic flowers are visited by a wide range of insects, flies in family Muscidae have been proposed as a pollinator group of particular importance. To understand the functional outcome of current changes in pollinator community composition, we examined the role of muscids in the pollination of a key plant species, the mountain avens (Dryas). We monitored the seed set of Dryas across 15 sites at Zackenberg, northeast Greenland, and used sticky flower mimics and DNA barcoding to describe the flower-visiting community at each site. To evaluate the consequences of shifts in pollinator phenology under climate change, we compared the flower visitors between the early and the late season. Our approach revealed a diverse community of insects visiting Dryas, including two-thirds of all insect species known from the area. Even against this diverse background, the abundance of muscid flies emerged as a key predictor for seed set in Dryas, whereas overall insect abundance and species richness had little or no effect. With muscid flies as the main drivers of the pollinating function in the High Arctic, a recently observed decline in their abundances offers cause for concern.
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Affiliation(s)
- Mikko Tiusanen
- Spatial Foodweb Ecology Group, Department of Agricultural Sciences, University of Helsinki, Helsinki, Finland
| | - Paul D N Hebert
- Centre for Biodiversity Genomics, Biodiversity Institute of Ontario, University of Guelph, Guelph, Ontario, Canada N1G 2W1
| | - Niels Martin Schmidt
- Arctic Research Centre, Department of Bioscience, Aarhus University, Roskilde, Denmark
| | - Tomas Roslin
- Spatial Foodweb Ecology Group, Department of Agricultural Sciences, University of Helsinki, Helsinki, Finland Department of Ecology, Swedish University of Agricultural Sciences, Uppsala, Sweden
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59
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Hebert PDN, Hollingsworth PM, Hajibabaei M. From writing to reading the encyclopedia of life. Philos Trans R Soc Lond B Biol Sci 2016; 371:20150321. [PMID: 27481778 PMCID: PMC4971178 DOI: 10.1098/rstb.2015.0321] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/24/2016] [Indexed: 11/12/2022] Open
Abstract
Prologue 'As the study of natural science advances, the language of scientific description may be greatly simplified and abridged. This has already been done by Linneaus and may be carried still further by other invention. The descriptions of natural orders and genera may be reduced to short definitions, and employment of signs, somewhat in the manner of algebra, instead of long descriptions. It is more easy to conceive this, than it is to conceive with what facility, and in how short a time, a knowledge of all the objects of natural history may ultimately be acquired; and that which is now considered learning and science, and confined to a few specially devoted to it, may at length be universally possessed in every civilized country and in every rank of life'. J. C. Louden 1829. Magazine of natural history, vol. 1: This article is part of the themed issue 'From DNA barcodes to biomes'.
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Affiliation(s)
- Paul D N Hebert
- Centre for Biodiversity Genomics, Biodiversity Institute of Ontario, University of Guelph, Guelph, Ontario, Canada N1G 2W1
| | | | - Mehrdad Hajibabaei
- Centre for Biodiversity Genomics, Biodiversity Institute of Ontario, University of Guelph, Guelph, Ontario, Canada N1G 2W1
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