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Cai W, MacDonald B, Korabik M, Gradin I, Neave EF, Harper LR, Kenchington E, Riesgo A, Whoriskey FG, Mariani S. Biofouling sponges as natural eDNA samplers for marine vertebrate biodiversity monitoring. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 946:174148. [PMID: 38906285 DOI: 10.1016/j.scitotenv.2024.174148] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/22/2024] [Revised: 06/17/2024] [Accepted: 06/18/2024] [Indexed: 06/23/2024]
Abstract
Environmental DNA (eDNA) analysis has now become a core approach in marine biodiversity research, which typically involves the collection of water or sediment samples. Yet, recently, filter-feeding organisms have received much attention for their potential role as natural eDNA samplers. While the indiscriminate use of living organisms as 'sampling tools' might in some cases raise conservation concerns, there are instances in which highly abundant sessile organisms may become a nuisance as biofouling on artificial marine structures. Here we demonstrate how a sea sponge species that colonizes the moorings of the world's largest curtain of hydroacoustic receivers can become a powerful natural collector of fish biodiversity information. By sequencing eDNA extracted from Vazella pourtalesii retrieved from moorings during routine biofouling maintenance, we detected 23 species of marine fish and mammals, compared to 19 and 15 species revealed by surface and bottom water eDNA respectively, and 28 species captured by groundfish survey in the surrounding area, which are more ecologically impactful and involve higher additional costs. Sponge-based species inventories proved at least as informative as those obtained by traditional survey methods, and are also able to detect seasonal differences in fish assemblages. We conclude that opportunistic sampling of marine sponge biofouling may become an efficient way to document and monitor biodiversity in our rapidly changing oceans.
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Affiliation(s)
- Wang Cai
- School of Biological & Environmental Sciences, Liverpool John Moores University, Liverpool L3 3AF, UK; Key Laboratory of Tropical Forest Ecology, Xishuangbanna Tropical Botanical Garden, Chinese Academy of Sciences, Mengla 666303, China
| | - Barry MacDonald
- Ocean and Ecosystem Sciences Division, Fisheries and Oceans Canada, Bedford Institute of Oceanography, Dartmouth, NS B2Y 4A2, Canada
| | - Michelle Korabik
- Ocean and Ecosystem Sciences Division, Fisheries and Oceans Canada, Bedford Institute of Oceanography, Dartmouth, NS B2Y 4A2, Canada
| | - Iago Gradin
- Ocean Tracking Network, Dalhousie University, 1355 Oxford St., Halifax, NS B3H 4R2, Canada
| | - Erika F Neave
- School of Biological & Environmental Sciences, Liverpool John Moores University, Liverpool L3 3AF, UK; Department of Life Sciences, Natural History Museum, Cromwell Road, South Kensington, London SW7 5BD, UK
| | - Lynsey R Harper
- The Freshwater Biological Association, The Hedley Wing, YMCA North Campus, Lakeside, Newby Bridge, Cumbria LA12 8BD, UK
| | - Ellen Kenchington
- Ocean and Ecosystem Sciences Division, Fisheries and Oceans Canada, Bedford Institute of Oceanography, Dartmouth, NS B2Y 4A2, Canada
| | - Ana Riesgo
- Department of Life Sciences, Natural History Museum, Cromwell Road, South Kensington, London SW7 5BD, UK; Departamento de Biodiversidad y Biología Evolutiva, Museo Nacional de Ciencias Naturales (CSIC), Calle José Gutiérrez Abascal 2, 28006 Madrid, Spain
| | - Frederick G Whoriskey
- Ocean Tracking Network, Dalhousie University, 1355 Oxford St., Halifax, NS B3H 4R2, Canada
| | - Stefano Mariani
- School of Biological & Environmental Sciences, Liverpool John Moores University, Liverpool L3 3AF, UK.
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Lorusso L, Shum P, Piredda R, Mottola A, Maiello G, Cartledge EL, Neave EF, Di Pinto A, Mariani S. Mismanagement and poor transparency in the European processed seafood supply revealed by DNA metabarcoding. Food Res Int 2024; 194:114901. [PMID: 39232529 DOI: 10.1016/j.foodres.2024.114901] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2024] [Revised: 08/09/2024] [Accepted: 08/09/2024] [Indexed: 09/06/2024]
Abstract
In the global processed seafood industry, disparate actors play different roles along the supply chain, creating multiple opportunities for mistakes, malpractice, and fraud. As a consequence, consumers may be exposed to non-authentic products, which hinder informed purchasing decisions and broader efforts to improve trade transparency and sustainability. Here, we characterised the taxonomic composition of 62 processed seafood products in Italian, British and Albanian retailers, purposefully obtained from different supply routes, using multiple DNA metabarcoding markers. By combining molecular results with metadata reported on labels, we revealed patterns of mislabelling in 24 products (39%) across sampling regions, denoting lack of transparency of processed seafood products based on resources sourced from either Europe or globally. We show that the accuracy of label claims and the mis-represented and underestimated levels of traded biodiversity are largely determined by the management of raw material by global processors. Our study shows that DNA metabarcoding is a powerful and novel authentication tool that is mature for application at different stages of the seafood supply chain to protect consumers and improve the sustainable management of fish stocks.
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Affiliation(s)
- Lucilia Lorusso
- Department of Veterinary Medicine - University of Bari Aldo Moro - Prov. le Casamassima, Km 3, 70010 Valenzano, Bari, Italy.
| | - Peter Shum
- School of Biological & Environmental Sciences, Liverpool John Moores University, Byrom St, Liverpool L33AF, United Kingdom
| | - Roberta Piredda
- Department of Veterinary Medicine - University of Bari Aldo Moro - Prov. le Casamassima, Km 3, 70010 Valenzano, Bari, Italy
| | - Anna Mottola
- Department of Veterinary Medicine - University of Bari Aldo Moro - Prov. le Casamassima, Km 3, 70010 Valenzano, Bari, Italy
| | - Giulia Maiello
- School of Biological & Environmental Sciences, Liverpool John Moores University, Byrom St, Liverpool L33AF, United Kingdom
| | - Emma L Cartledge
- School of Biological & Environmental Sciences, Liverpool John Moores University, Byrom St, Liverpool L33AF, United Kingdom; School of Animal, Rural and Environmental Sciences, Nottingham Trent University, Brackenhurst Campus, Southwell NG250QF, United Kingdom
| | - Erika F Neave
- School of Biological & Environmental Sciences, Liverpool John Moores University, Byrom St, Liverpool L33AF, United Kingdom; Department of Life Sciences, Natural History Museum, Cromwell Rd, South Kensington, London SW7 5BD, United Kingdom
| | - Angela Di Pinto
- Department of Veterinary Medicine - University of Bari Aldo Moro - Prov. le Casamassima, Km 3, 70010 Valenzano, Bari, Italy
| | - Stefano Mariani
- School of Biological & Environmental Sciences, Liverpool John Moores University, Byrom St, Liverpool L33AF, United Kingdom.
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Tetzlaff SJ, Katz AD, Wolff PJ, Kleitch ME. Comparison of soil eDNA to camera traps for assessing mammal and bird community composition and site use. Ecol Evol 2024; 14:e70022. [PMID: 39011132 PMCID: PMC11246831 DOI: 10.1002/ece3.70022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2024] [Revised: 06/28/2024] [Accepted: 06/30/2024] [Indexed: 07/17/2024] Open
Abstract
Species detections often vary depending on the survey methods employed. Some species may go undetected when using only one approach in community-level inventory and monitoring programs, which has management and conservation implications. We conducted a comparative study of terrestrial mammal and bird detections in the spring and summer of 2021 by placing camera traps at 30 locations across a large military installation in northern Michigan, USA and testing replicate soil samples from these sites for environmental DNA (eDNA) using an established vertebrate metabarcoding assay. We detected a total of 48 taxa from both survey methods: 26 mammalian taxa (excluding humans, 24 to species and two to genus) and 22 avian taxa (21 to species and one to genus). We detected a relatively even distribution of mammalian taxa on cameras (17) and via eDNA analysis (15), with seven taxa detected from both methods. Most medium-to-large carnivores were detected only on cameras, whereas semi-fossorial small mammals were detected only via eDNA analysis. We detected higher bird diversity with camera traps (18 taxa) compared to eDNA analysis (eight taxa; four taxa were detected with both methods), but cameras alone were most effective at detecting smaller birds that frequently occupy arboreal environments. We also used Bayesian spatial occupancy models for two widely distributed game species (white-tailed deer, Odocoileus virginianus, and ruffed grouse, Bonasa umbellus) that were moderately detected with both survey methods and found species-specific site use (occupancy) estimates were similar between cameras and eDNA analysis. Concordant with similar studies, our findings suggest that a combination of camera trap and eDNA surveys could be most useful for assessing the composition of terrestrial mammal communities. Camera traps may be most efficient for assessing bird diversity but can be complemented with eDNA analysis, particularly for species that spend considerable time on the ground.
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Affiliation(s)
| | - Aron D. Katz
- Engineer Research and Development CenterChampaignIllinoisUSA
- Department of EntomologyUniversity of Illinois at Urbana‐ChampaignUrbanaIllinoisUSA
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Moccetti P, Dodd JR, Joyce DA, Nunn AD, Gillespie B, Bolland JD. Genetic consequences of improved river connectivity in brown trout ( Salmo trutta L.). Evol Appl 2024; 17:e13660. [PMID: 38617825 PMCID: PMC11009428 DOI: 10.1111/eva.13660] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2023] [Revised: 12/09/2023] [Accepted: 01/24/2024] [Indexed: 04/16/2024] Open
Abstract
Fragmentation of watercourses poses a significant threat to biodiversity, particularly for migratory fish species. Mitigation measures such as fishways, have been increasingly implemented to restore river connectivity and support fish migration. The effects of such restoration efforts are typically tested using telemetry and fisheries methods, which do not fully capture the broader population movements that may have important consequences for population viability. We performed a before-and-after control-impact (BACI) study using genetic tools (SNPs) to investigate the effect of a newly implemented fishway, aiming to enhance upstream spawning migration of brown trout (Salmo trutta Linnaeus) in a reservoir with two headwater tributaries fragmented by man-made weirs. Another reservoir with two barrier-free tributaries was also analysed as a control. Our results showed that the isolated brown trout population was spawning in the reservoir before the installation of the fishway, and we found genetic structuring and differentiation between fragmented headwater tributaries before the fishway construction, but not in the control reservoir. Unexpectedly, after the fishway construction we observed signals consistent with increased genetic differentiation between populations of newly recruited juvenile fish in the reservoir tributary and fish in the reservoir. We propose this was caused by newly enabled philopatric behaviour of brown trout to their natal spawning tributary. In contrast, we did not find any genetic changes in the tributary without a fishway or in the barrier-free reservoir system. Given the scarcity of similar studies, we advocate for an increased use of genetic analyses in BACI studies to monitor and evaluate the effect of efforts to restore habitat connectivity and inform future management strategies.
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Affiliation(s)
- Paolo Moccetti
- Evolutionary and Ecological Genomics Group, School of Natural SciencesUniversity of HullHullUK
- Hull International Fisheries Institute, School of Natural SciencesUniversity of HullHullUK
- Energy and Environment Institute, University of HullHullUK
| | - Jamie R. Dodd
- Hull International Fisheries Institute, School of Natural SciencesUniversity of HullHullUK
| | - Domino A. Joyce
- Evolutionary and Ecological Genomics Group, School of Natural SciencesUniversity of HullHullUK
| | - Andy D. Nunn
- Hull International Fisheries Institute, School of Natural SciencesUniversity of HullHullUK
| | | | - Jonathan D. Bolland
- Hull International Fisheries Institute, School of Natural SciencesUniversity of HullHullUK
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Dyson K, Nicolau AP, Tenneson K, Francesconi W, Daniels A, Andrich G, Caldas B, Castaño S, de Campos N, Dilger J, Guidotti V, Jaques I, McCullough IM, McDevitt AD, Molina L, Nekorchuk DM, Newberry T, Pereira CL, Perez J, Richards-Dimitrie T, Rivera O, Rodriguez B, Sales N, Tello J, Wespestad C, Zutta B, Saah D. Coupling remote sensing and eDNA to monitor environmental impact: A pilot to quantify the environmental benefits of sustainable agriculture in the Brazilian Amazon. PLoS One 2024; 19:e0289437. [PMID: 38354171 PMCID: PMC10866516 DOI: 10.1371/journal.pone.0289437] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Accepted: 12/01/2023] [Indexed: 02/16/2024] Open
Abstract
Monitoring is essential to ensure that environmental goals are being achieved, including those of sustainable agriculture. Growing interest in environmental monitoring provides an opportunity to improve monitoring practices. Approaches that directly monitor land cover change and biodiversity annually by coupling the wall-to-wall coverage from remote sensing and the site-specific community composition from environmental DNA (eDNA) can provide timely, relevant results for parties interested in the success of sustainable agricultural practices. To ensure that the measured impacts are due to the environmental projects and not exogenous factors, sites where projects have been implemented should be benchmarked against counterfactuals (no project) and control (natural habitat) sites. Results can then be used to calculate diverse sets of indicators customized to monitor different projects. Here, we report on our experience developing and applying one such approach to assess the impact of shaded cocoa projects implemented by the Instituto de Manejo e Certificação Florestal e Agrícola (IMAFLORA) near São Félix do Xingu, in Pará, Brazil. We used the Continuous Degradation Detection (CODED) and LandTrendr algorithms to create a remote sensing-based assessment of forest disturbance and regeneration, estimate carbon sequestration, and changes in essential habitats. We coupled these remote sensing methods with eDNA analyses using arthropod-targeted primers by collecting soil samples from intervention and counterfactual pasture field sites and a control secondary forest. We used a custom set of indicators from the pilot application of a coupled monitoring framework called TerraBio. Our results suggest that, due to IMAFLORA's shaded cocoa projects, over 400 acres were restored in the intervention area and the community composition of arthropods in shaded cocoa is closer to second-growth forests than that of pastures. In reviewing the coupled approach, we found multiple aspects worked well, and we conclude by presenting multiple lessons learned.
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Affiliation(s)
- Karen Dyson
- Spatial Informatics Group, LLC, Pleasanton, California, United States of America
| | - Andréa P. Nicolau
- Spatial Informatics Group, LLC, Pleasanton, California, United States of America
| | - Karis Tenneson
- Spatial Informatics Group, LLC, Pleasanton, California, United States of America
| | - Wendy Francesconi
- Alliance of Biodiversity International and International Center for Tropical Agriculture (CIAT), Kasarani, Nairobi
| | - Amy Daniels
- United States Agency for International Development (USAID), Washington, DC, United States of America
| | - Giulia Andrich
- Instituto de Manejo e Certificação Florestal e Agrícola (IMAFLORA), Piracicaba, Brazil
| | - Bernardo Caldas
- Alliance of Biodiversity International and International Center for Tropical Agriculture (CIAT), Kasarani, Nairobi
| | - Silvia Castaño
- Alliance of Biodiversity International and International Center for Tropical Agriculture (CIAT), Kasarani, Nairobi
| | - Nathanael de Campos
- Instituto de Manejo e Certificação Florestal e Agrícola (IMAFLORA), Piracicaba, Brazil
| | - John Dilger
- Spatial Informatics Group, LLC, Pleasanton, California, United States of America
| | - Vinicius Guidotti
- Instituto de Manejo e Certificação Florestal e Agrícola (IMAFLORA), Piracicaba, Brazil
| | - Iara Jaques
- Spatial Informatics Group, LLC, Pleasanton, California, United States of America
| | - Ian M. McCullough
- Spatial Informatics Group, LLC, Pleasanton, California, United States of America
| | | | - Luis Molina
- Alliance of Biodiversity International and International Center for Tropical Agriculture (CIAT), Kasarani, Nairobi
| | - Dawn M. Nekorchuk
- Spatial Informatics Group, LLC, Pleasanton, California, United States of America
| | - Tom Newberry
- University of Salford, Salford, Manchester, United Kingdom
| | | | - Jorge Perez
- Alliance of Biodiversity International and International Center for Tropical Agriculture (CIAT), Kasarani, Nairobi
| | | | - Ovidio Rivera
- Alliance of Biodiversity International and International Center for Tropical Agriculture (CIAT), Kasarani, Nairobi
| | - Beatriz Rodriguez
- Alliance of Biodiversity International and International Center for Tropical Agriculture (CIAT), Kasarani, Nairobi
| | - Naiara Sales
- University of Salford, Salford, Manchester, United Kingdom
| | - Jhon Tello
- Alliance of Biodiversity International and International Center for Tropical Agriculture (CIAT), Kasarani, Nairobi
| | - Crystal Wespestad
- Spatial Informatics Group, LLC, Pleasanton, California, United States of America
| | - Brian Zutta
- Spatial Informatics Group, LLC, Pleasanton, California, United States of America
| | - David Saah
- University of San Francisco, San Francisco, California, United States of America
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Shum P, Wäge-Recchioni J, Sellers GS, Johnson ML, Joyce DA. DNA metabarcoding reveals the dietary profiles of a benthic marine crustacean, Nephrops norvegicus. PLoS One 2023; 18:e0289221. [PMID: 37910458 PMCID: PMC10619785 DOI: 10.1371/journal.pone.0289221] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2023] [Accepted: 07/13/2023] [Indexed: 11/03/2023] Open
Abstract
Norwegian lobster, Nephrops norvegicus, are a generalist scavenger and predator capable of short foraging excursions but can also suspension feed. Existing knowledge about their diet relies on a combination of methods including morphology-based stomach content analysis and stable isotopes, which often lack the resolution to distinguish prey items to species level particularly in species that thoroughly masticate their prey. DNA metabarcoding overcomes many of the challenges associated with traditional methods and it is an attractive approach to study the dietary profiles of animals. Here, we present the diet of the commercially valuable Nephrops norvegicus using DNA metabarcoding of gut contents. Despite difficulties associated with host amplification, our cytochrome oxidase I (COI) molecular assay successfully achieves higher resolution information than traditional approaches. We detected taxa that were likely consumed during different feeding strategies. Dinoflagellata, Chlorophyta and Bacillariophyta accounted for almost 50% of the prey items consumed, and are associated with suspension feeding, while fish with high fisheries discard rates were detected which are linked to active foraging. In addition, we were able to characterise biodiversity patterns by considering Nephrops as natural samplers, as well as detecting parasitic dinoflagellates (e.g., Hematodinium sp.), which are known to influence burrow related behaviour in infected individuals in over 50% of the samples. The metabarcoding data presented here greatly enhances a better understanding of a species' ecological role and could be applied as a routine procedure in future studies for proper consideration in the management and decision-making of fisheries.
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Affiliation(s)
- Peter Shum
- Faculty of Science, Liverpool John Moores University, Liverpool, United Kingdom
- School of Natural Sciences, University of Hull, Hull, United Kingdom
| | - Janine Wäge-Recchioni
- School of Natural Sciences, University of Hull, Hull, United Kingdom
- Leibniz Institute for Baltic Sea Research Warnemünde (IOW), Rostock, Germany
| | - Graham S. Sellers
- School of Natural Sciences, University of Hull, Hull, United Kingdom
| | - Magnus L. Johnson
- School of Environmental Sciences, University of Hull, Hull, United Kingdom
| | - Domino A. Joyce
- School of Natural Sciences, University of Hull, Hull, United Kingdom
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Prasetyo AP, Cusa M, Murray JM, Agung F, Muttaqin E, Mariani S, McDevitt AD. Universal closed-tube barcoding for monitoring the shark and ray trade in megadiverse conservation hotspots. iScience 2023; 26:107065. [PMID: 37389182 PMCID: PMC10300358 DOI: 10.1016/j.isci.2023.107065] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2022] [Revised: 03/02/2023] [Accepted: 06/02/2023] [Indexed: 07/01/2023] Open
Abstract
Trade restrictions for endangered elasmobranch species exist to disincentivise their exploitation and curb their declines. However, trade monitoring is challenging due to product variety and the complexity of import/export routes. We investigate the use of a portable, universal, DNA-based tool which would greatly facilitate in-situ monitoring. We collected shark and ray samples across the Island of Java, Indonesia, and selected 28 commonly encountered species (including 22 CITES-listed species) to test a recently developed real-time PCR single-assay originally developed for screening bony fish. In the absence of a bespoke elasmobranch identification online platform in the original FASTFISH-ID model, we employed a deep learning algorithm to recognize species based on DNA melt-curve signatures. By combining visual and machine-learning assignment methods, we distinguished 25/28 species, 20 of which were CITES-listed. With further refinement, this method can improve monitoring of the elasmobranch trade worldwide, without a lab or species-specific assays.
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Affiliation(s)
- Andhika P. Prasetyo
- School of Science, Engineering and Environment, University of Salford, Salford, UK
- Centre Fisheries Research, Ministry for Marine Affairs and Fisheries, Jakarta, Indonesia
- Research Centre for Conservation of Marine and Inland Water Resources, National Research and Innovation Agency, Bogor, Indonesia
| | - Marine Cusa
- School of Science, Engineering and Environment, University of Salford, Salford, UK
| | - Joanna M. Murray
- Centre for Environment, Fisheries and Aquaculture Science (CEFAS), Lowestoft, UK
| | - Firdaus Agung
- Directorate for Conservation and Marine Biodiversity, Ministry for Marine Affairs and Fisheries, Jakarta, Indonesia
| | - Efin Muttaqin
- Wildlife Conservation Society Indonesia Program, Bogor, Indonesia
| | - Stefano Mariani
- School of Biological and Environmental Sciences, Liverpool John Moores University, Liverpool, UK
| | - Allan D. McDevitt
- School of Science, Engineering and Environment, University of Salford, Salford, UK
- Department of Natural Resources and Environment, School of Science and Computing, Atlantic Technological University, Galway, Ireland
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Villacorta-Rath C, Lach L, Andrade-Rodriguez N, Burrows D, Gleeson D, Trujillo-González A. Invasive terrestrial invertebrate detection in water and soil using a targeted eDNA approach. NEOBIOTA 2023. [DOI: 10.3897/neobiota.83.98898] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/05/2023]
Abstract
Terrestrial invasive invertebrates can rapidly colonise new areas, causing detrimental effects on biodiversity, economy and lifestyle. Targeted environmental DNA (eDNA) methods could constitute an early detection tool given their sensitivity to small numbers of individuals. We hypothesised that terrestrial runoff would transport eDNA from the land into adjacent waterbodies and used the invasive yellow crazy ant (Anoplolepis gracilipes) as a model species to test this hypothesis. We collected water samples from four waterbodies adjacent (< 10 m from the creek edge) to infestations following rainfall events for eDNA analysis. We also collected soil samples from areas of known infestations and tested five eDNA extraction methods to determine their efficiency to extract eDNA from soil. Water samples resulted in positive yellow crazy ant eDNA amplification (20–100% field replicates across all sites), even at one site located 300 m away from where ants had been detected visually. Soil samples resulted in a higher percentage of false negatives when sampled from ant transit areas than from nest entrances. Unpurified DNA extracts from soil also resulted in false negative detections and only after applying a purification step of DNA extracts, did we detect yellow crazy ant eDNA in 40–100% of field replicates across all methods and sites. This is the first study to empirically show that eDNA from a terrestrial invertebrate can be successfully isolated and amplified from adjacent or downstream waterbodies. Our results indicate that eDNA has the potential to be a useful method for detecting terrestrial invertebrates from soil and water.
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Lemke M, DeSalle R. The Next Generation of Microbial Ecology and Its Importance in Environmental Sustainability. MICROBIAL ECOLOGY 2023; 85:781-795. [PMID: 36826587 PMCID: PMC10156817 DOI: 10.1007/s00248-023-02185-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/06/2022] [Accepted: 01/24/2023] [Indexed: 05/04/2023]
Abstract
Collectively, we have been reviewers for microbial ecology, genetics and genomics studies that include environmental DNA (eDNA), microbiome studies, and whole bacterial genome biology for Microbial Ecology and other journals for about three decades. Here, we wish to point out trends and point to areas of study that readers, especially those moving into the next generation of microbial ecology research, might learn and consider. In this communication, we are not saying the work currently being accomplished in microbial ecology and restoration biology is inadequate. What we are saying is that a significant milestone in microbial ecology has been reached, and approaches that may have been overlooked or were unable to be completed before should be reconsidered in moving forward into a new more ecological era where restoration of the ecological trajectory of systems has become critical. It is our hope that this introduction, along with the papers that make up this special issue, will address the sense of immediacy and focus needed to move into the next generation of microbial ecology study.
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Affiliation(s)
- Michael Lemke
- Department of Biology, University of Illinois at Springfield, Springfield, IL, USA.
- Institute for Comparative Genomics, American Museum of Natural History, New York, NY, USA.
| | - Rob DeSalle
- Institute for Comparative Genomics, American Museum of Natural History, New York, NY, USA
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Croose E, Hanniffy R, Harrington A, Põdra M, Gómez A, Bolton PL, Lavin JV, Browett SS, Pinedo J, Lacanal D, Galdos I, Ugarte J, Torre A, Wright P, MacPherson J, McDevitt AD, Carter SP, Harrington LA. Mink on the brink: comparing survey methods for detecting a critically endangered carnivore, the European mink Mustela lutreola. EUR J WILDLIFE RES 2023. [DOI: 10.1007/s10344-023-01657-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/16/2023]
Abstract
AbstractMonitoring rare and elusive species is critical in guiding appropriate conservation management measures. Mammalian carnivores are challenging to monitor directly, due to their generally nocturnal and solitary lifestyle, and relatively large home ranges. The European mink Mustela lutreola is a critically endangered, small, semi-aquatic carnivore and is one of the most threatened mammal species in Europe. In northern Spain, the European mink population is monitored regionally using different methods and approaches, making assessment of national population status difficult. There is an urgent need to 1) assess the efficacy of survey methods and 2) identify a standard monitoring methodology that can be deployed rapidly and inexpensively over large areas of the mink’s range. We deployed four methods—camera trapping, hair tubes, live trapping, and environmental DNA (eDNA) from water samples—to compare the probability of detecting European mink when present at 25 sampling sites within five 10 × 10 km2, and the economic cost and time required for each method. All four methods successfully detected European mink but the probability of detection varied by method. Camera trapping and hair tubes had the highest probability of detection; however, eDNA and live trapping detected mink in one 10 × 10 km2 where the latter two methods did not. For future European mink monitoring programs, we recommend a combination of at least two methods and suggest that camera traps or hair tubes are combined with live trapping or eDNA (depending on the scale and aims of the study), to gather critical information on distribution, occupancy and conservation status.
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Griffiths NP, Wright RM, Hänfling B, Bolland JD, Drakou K, Sellers GS, Zogaris S, Tziortzis I, Dörflinger G, Vasquez MI. Integrating environmental DNA monitoring to inform eel ( Anguilla anguilla) status in freshwaters at their easternmost range-A case study in Cyprus. Ecol Evol 2023; 13:e9800. [PMID: 36861027 PMCID: PMC9969183 DOI: 10.1002/ece3.9800] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Revised: 12/28/2022] [Accepted: 01/20/2023] [Indexed: 03/03/2023] Open
Abstract
Despite significant population declines and targeted European Union regulations aimed at Anguilla anguilla conservation, little attention has been given to their status at their easternmost range. This study applies wide-scale integrated monitoring to uncover the present-day eel distribution in Cyprus' inland freshwaters. These are subject to increasing pressures from water supply requirements and dam construction, as seen throughout the Mediterranean. We applied environmental DNA metabarcoding of water samples to determine A. anguilla distribution in key freshwater catchments. In addition, we present this alongside 10 years of electrofishing/netting data. Refuge traps were also deployed to establish the timing of glass eel recruitment. These outputs are used together, alongside knowledge of the overall fish community and barriers to connectivity, to provide eel conservation and policy insights. This study confirm the presence of A. anguilla in Cyprus' inland freshwaters, with recruitment occurring in March. Eel distribution is restricted to lower elevation areas, and is negatively associated with distance from coast and barriers to connectivity. Many barriers to connectivity are identified, though eels were detected in two reservoirs upstream of dams. The overall fish community varies between freshwater habitat types. Eels are much more widespread in Cyprus than previously thought, yet mostly restricted to lowland intermittent systems. These findings make a case to reconsider the requirement for eel management plans. Environmental DNA-based data collected in 2020 indicate that "present-day" eel distribution is representative of 10-year survey trends. Suggesting that inland freshwaters may act as an unrealized refuge at A. anguilla's easternmost range. Conservation efforts in Mediterranean freshwaters should focus on improving connectivity, therefore enabling eels to access inland perennial refugia. Thus, mitigating the impact of climate change and the growing number of fragmented artificially intermittent river systems.
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Affiliation(s)
- Nathan P. Griffiths
- Biological and Marine Sciences, Hardy BuildingUniversity of HullHullUK
- Institute for Biodiversity and Freshwater ConservationUniversity of the Highlands and IslandsInvernessUK
| | | | - Bernd Hänfling
- Institute for Biodiversity and Freshwater ConservationUniversity of the Highlands and IslandsInvernessUK
| | | | - Katerina Drakou
- Department of Chemical EngineeringCyprus University of TechnologyLimassolCyprus
| | - Graham S. Sellers
- Biological and Marine Sciences, Hardy BuildingUniversity of HullHullUK
| | - Stamatis Zogaris
- Hellenic Centre for Marine ResearchInstitute of Marine Biological Resources and Inland WatersAnavissosGreece
| | - Iakovos Tziortzis
- Water Development Department, Ministry of AgricultureRural Development and EnvironmentNicosiaCyprus
| | - Gerald Dörflinger
- Water Development Department, Ministry of AgricultureRural Development and EnvironmentNicosiaCyprus
| | - Marlen I. Vasquez
- Department of Chemical EngineeringCyprus University of TechnologyLimassolCyprus
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12
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Cai W, Harper LR, Neave EF, Shum P, Craggs J, Arias MB, Riesgo A, Mariani S. Environmental DNA persistence and fish detection in captive sponges. Mol Ecol Resour 2022; 22:2956-2966. [PMID: 35751617 PMCID: PMC9796769 DOI: 10.1111/1755-0998.13677] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Revised: 06/01/2022] [Accepted: 06/20/2022] [Indexed: 01/07/2023]
Abstract
Large and hyperdiverse marine ecosystems pose significant challenges to biodiversity monitoring. While environmental DNA (eDNA) promises to meet many of these challenges, recent studies suggested that sponges, as "natural samplers" of eDNA, could further streamline the workflow for detecting marine vertebrates. However, beyond pilot studies demonstrating the ability of sponges to capture eDNA, little is known about the dynamics of eDNA particles in sponge tissue, and the effectiveness of the latter compared to water samples. Here, we present the results of a controlled aquarium experiment to examine the persistence and detectability of eDNA captured by three encrusting sponge species and compare the sponge's eDNA capturing ability with established water filtration techniques. Our results indicate that sponges and water samples have highly similar detectability for fish of different sizes and abundances, but different sponge species exhibit considerable variance in performance. Interestingly, one sponge appeared to mirror the eDNA degradation profile of water samples, while another sponge retained eDNA throughout the experiment. A third sponge yielded virtually no DNA sequences at all. Overall, our study suggests that some sponges will be suitable as natural samplers, while others will introduce significant problems for laboratory processing. We suggest that an initial optimization phase will be required in any future studies aiming to employ sponges for biodiversity assessment. With time, factoring in technical and natural accessibility, it is expected that specific sponge taxa may become the "chosen" natural samplers in certain habitats and regions.
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Affiliation(s)
- Wang Cai
- School of Biological and Environmental SciencesLiverpool John Moores UniversityLiverpoolUK
| | - Lynsey R. Harper
- School of Biological and Environmental SciencesLiverpool John Moores UniversityLiverpoolUK,NatureMetrics LtdGuildfordUK
| | - Erika F. Neave
- School of Biological and Environmental SciencesLiverpool John Moores UniversityLiverpoolUK,Department of Life SciencesNatural History MuseumLondonUK
| | - Peter Shum
- School of Biological and Environmental SciencesLiverpool John Moores UniversityLiverpoolUK
| | | | - María Belén Arias
- Department of Life SciencesNatural History MuseumLondonUK,School of Life SciencesUniversity of EssexColchesterUK
| | - Ana Riesgo
- Department of Life SciencesNatural History MuseumLondonUK,Departamento de Biodiversidad y Biología EvolutivaMuseo Nacional de Ciencias Naturales (CSIC)MadridSpain
| | - Stefano Mariani
- School of Biological and Environmental SciencesLiverpool John Moores UniversityLiverpoolUK
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13
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Arribas P, Andújar C, Bohmann K, deWaard JR, Economo EP, Elbrecht V, Geisen S, Goberna M, Krehenwinkel H, Novotny V, Zinger L, Creedy TJ, Meramveliotakis E, Noguerales V, Overcast I, Morlon H, Papadopoulou A, Vogler AP, Emerson BC. Toward global integration of biodiversity big data: a harmonized metabarcode data generation module for terrestrial arthropods. Gigascience 2022; 11:6646445. [PMID: 35852418 PMCID: PMC9295367 DOI: 10.1093/gigascience/giac065] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2021] [Revised: 05/04/2022] [Accepted: 06/02/2022] [Indexed: 11/12/2022] Open
Abstract
Metazoan metabarcoding is emerging as an essential strategy for inventorying biodiversity, with diverse projects currently generating massive quantities of community-level data. The potential for integrating across such data sets offers new opportunities to better understand biodiversity and how it might respond to global change. However, large-scale syntheses may be compromised if metabarcoding workflows differ from each other. There are ongoing efforts to improve standardization for the reporting of inventory data. However, harmonization at the stage of generating metabarcode data has yet to be addressed. A modular framework for harmonized data generation offers a pathway to navigate the complex structure of terrestrial metazoan biodiversity. Here, through our collective expertise as practitioners, method developers, and researchers leading metabarcoding initiatives to inventory terrestrial biodiversity, we seek to initiate a harmonized framework for metabarcode data generation, with a terrestrial arthropod module. We develop an initial set of submodules covering the 5 main steps of metabarcode data generation: (i) sample acquisition; (ii) sample processing; (iii) DNA extraction; (iv) polymerase chain reaction amplification, library preparation, and sequencing; and (v) DNA sequence and metadata deposition, providing a backbone for a terrestrial arthropod module. To achieve this, we (i) identified key points for harmonization, (ii) reviewed the current state of the art, and (iii) distilled existing knowledge within submodules, thus promoting best practice by providing guidelines and recommendations to reduce the universe of methodological options. We advocate the adoption and further development of the terrestrial arthropod module. We further encourage the development of modules for other biodiversity fractions as an essential step toward large-scale biodiversity synthesis through harmonization.
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Affiliation(s)
- Paula Arribas
- Island Ecology and Evolution Research Group, Institute of Natural Products and Agrobiology (IPNA-CSIC), 38206 San Cristóbal de la Laguna, Spain
| | - Carmelo Andújar
- Island Ecology and Evolution Research Group, Institute of Natural Products and Agrobiology (IPNA-CSIC), 38206 San Cristóbal de la Laguna, Spain
| | - Kristine Bohmann
- Section for Evolutionary Genomics, Globe Institute, Faculty of Health and Medical Sciences, University of Copenhagen, 1353 Copenhagen, Denmark
| | - Jeremy R deWaard
- Centre for Biodiversity Genomics, University of Guelph, N1G2W1 Guelph, Canada.,School of Environmental Sciences, University of Guelph, N1G2W1 Guelph, Canada
| | - Evan P Economo
- Biodiversity and Biocomplexity Unit, Okinawa Institute of Science and Technology Graduate University, 904-0495 Japan
| | - Vasco Elbrecht
- Centre for Biodiversity Monitoring (ZBM), Zoological Research Museum Alexander Koenig,D-53113 Bonn, Germany
| | - Stefan Geisen
- Laboratory of Nematology, Department of Plant Sciences, Wageningen University and Research, 6708PB Wageningen, The Netherlands
| | - Marta Goberna
- Department of Environment and Agronomy, INIA-CSIC, 28040 Madrid, Spain
| | | | - Vojtech Novotny
- Biology Centre, Czech Academy of Sciences, Institute of Entomology, 37005 Ceske Budejovice, Czech Republic.,Faculty of Science, University of South Bohemia, 37005 Ceske Budejovice, Czech Republic
| | - Lucie Zinger
- Institut de Biologie de l'ENS (IBENS), Département de biologie, École normale supérieure, CNRS, INSERM, Université PSL, 75005 Paris, France.,Naturalis Biodiversity Center, 2300 RA Leiden, The Netherlands
| | - Thomas J Creedy
- Department of Life Sciences, Natural History Museum, SW7 5BD London, UK
| | | | - Víctor Noguerales
- Island Ecology and Evolution Research Group, Institute of Natural Products and Agrobiology (IPNA-CSIC), 38206 San Cristóbal de la Laguna, Spain
| | - Isaac Overcast
- Institut de Biologie de l'ENS (IBENS), Département de biologie, École normale supérieure, CNRS, INSERM, Université PSL, 75005 Paris, France
| | - Hélène Morlon
- Institut de Biologie de l'ENS (IBENS), Département de biologie, École normale supérieure, CNRS, INSERM, Université PSL, 75005 Paris, France
| | - Anna Papadopoulou
- Department of Biological Sciences, University of Cyprus, 1678 Nicosia, Cyprus
| | - Alfried P Vogler
- Department of Life Sciences, Natural History Museum, SW7 5BD London, UK.,Department of Life Sciences, Imperial College London, SW7 2AZ London, UK
| | - Brent C Emerson
- Island Ecology and Evolution Research Group, Institute of Natural Products and Agrobiology (IPNA-CSIC), 38206 San Cristóbal de la Laguna, Spain
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14
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Cowart DA, Murphy KR, Cheng CHC. Environmental DNA from Marine Waters and Substrates: Protocols for Sampling and eDNA Extraction. Methods Mol Biol 2022; 2498:225-251. [PMID: 35727547 DOI: 10.1007/978-1-0716-2313-8_11] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
Environmental DNA (eDNA) analysis has emerged in recent years as a powerful tool for the detection, monitoring, and characterization of aquatic metazoan communities, including vulnerable species. The rapid rate of adopting the eDNA approach across diverse habitats and taxonomic groups attests to its value for a wide array of investigative goals, from understanding natural or changing biodiversity to informing on conservation efforts at local and global scales. Regardless of research objectives, eDNA workflows commonly include the following essential steps: environmental sample acquisition, processing and preservation of samples, and eDNA extraction, followed by eDNA sequencing library preparation, high-capacity sequencing and sequence data analysis, or other methods of genetic detection. In this chapter, we supply instructional details for the early steps in the workflow to facilitate researchers considering adopting eDNA analysis to address questions in marine environments. Specifically, we detail sampling, preservation, extraction, and quantification protocols for eDNA originating from marine water, shallow substrates, and deeper sediments. eDNA is prone to degradation and loss, and to contamination through improper handling; these factors crucially influence the outcome and validity of an eDNA study. Thus, we also provide guidance on avoiding these pitfalls. Following extraction, purified eDNA is often sequenced on massively parallel sequencing platforms for comprehensive faunal diversity assessment using a metabarcoding or metagenomic approach, or for the detection and quantification of specific taxa by qPCR methods. These components of the workflow are project-specific and thus not included in this chapter. Instead, we briefly touch on the preparation of eDNA libraries and discuss comparisons between sequencing approaches to aid considerations in project design.
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Affiliation(s)
- Dominique A Cowart
- Company for Open Ocean Observations and Logging (COOOL), Saint Leu, La Réunion, France
| | - Katherine R Murphy
- Laboratories of Analytical Biology, National Museum of Natural History, Smithsonian Institution, Washington, DC, USA
| | - C-H Christina Cheng
- Department of Evolution, Ecology, and Behavior, University of Illinois at Urbana - Champaign, Urbana, IL, USA.
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15
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Broadhurst HA, Gregory LM, Bleakley EK, Perkins JC, Lavin JV, Bolton P, Browett SS, Howe CV, Singleton N, Tansley D, Sales NG, McDevitt AD. Mapping differences in mammalian distributions and diversity using environmental DNA from rivers. THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 801:149724. [PMID: 34467903 DOI: 10.1016/j.scitotenv.2021.149724] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/11/2021] [Revised: 08/12/2021] [Accepted: 08/13/2021] [Indexed: 06/13/2023]
Abstract
Finding more efficient ways to monitor and estimate the diversity of mammalian communities is a major step towards their management and conservation. Environmental DNA (eDNA) from river water has recently been shown to be a viable method for biomonitoring mammalian communities. Most of the studies to date have focused on the potential for eDNA to detect individual species, with little focus on describing patterns of community diversity and structure. Here, we first focus on the sampling effort required to reliably map the diversity and distribution of semi-aquatic and terrestrial mammals and allow inferences of community structure surrounding two rivers in southeastern England. Community diversity and composition was then assessed based on species richness and β-diversity, with differences between communities partitioned into nestedness and turnover, and the sampling effort required to rapidly detect semi-aquatic and terrestrial species was evaluated based on species accumulation curves and occupancy modelling. eDNA metabarcoding detected 25 wild mammal species from five orders, representing the vast majority (82%) of the species expected in the area. The required sampling effort varied between orders, with common species (generally rodents, deer and lagomorphs) more readily detected, with carnivores detected less frequently. Measures of species richness differed between rivers (both overall and within each mammalian order) and patterns of β-diversity revealed the importance of species replacement in sites within each river, against a pattern of species loss between the two rivers. eDNA metabarcoding demonstrated its capability to rapidly detect mammal species, allowing inferences of community composition that will better inform future sampling strategies for this Class. Importantly, this study highlights the potential use of eDNA data for investigating mammalian community dynamics over different spatial scales.
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Affiliation(s)
- Holly A Broadhurst
- School of Science, Engineering and Environment, University of Salford, UK
| | - Luke M Gregory
- School of Science, Engineering and Environment, University of Salford, UK
| | - Emma K Bleakley
- School of Science, Engineering and Environment, University of Salford, UK
| | - Joseph C Perkins
- School of Science, Engineering and Environment, University of Salford, UK
| | - Jenna V Lavin
- School of Science, Engineering and Environment, University of Salford, UK
| | - Polly Bolton
- School of Science, Engineering and Environment, University of Salford, UK
| | - Samuel S Browett
- School of Science, Engineering and Environment, University of Salford, UK; School of Science and Computing, Waterford Institute of Technology, Waterford, Ireland
| | - Claire V Howe
- Natural England, Horizon House, Deanery Road, Bristol, UK
| | - Natalie Singleton
- Essex Wildlife Trust, Abbotts Hall Farm, Great Wigborough, Colchester, UK
| | - Darren Tansley
- Essex Wildlife Trust, Abbotts Hall Farm, Great Wigborough, Colchester, UK
| | | | - Allan D McDevitt
- School of Science, Engineering and Environment, University of Salford, UK.
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16
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Sellers GS, Jeffares DC, Lawson B, Prior T, Lunt DH. Identification of individual root-knot nematodes using low coverage long-read sequencing. PLoS One 2021; 16:e0253248. [PMID: 34851967 PMCID: PMC8635404 DOI: 10.1371/journal.pone.0253248] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2021] [Accepted: 10/27/2021] [Indexed: 11/18/2022] Open
Abstract
Root-knot nematodes (RKN; genus Meloidogyne) are polyphagous plant pathogens of great economic importance to agriculturalists globally. These species are small, diverse, and can be challenging for accurate taxonomic identification. Many of the most important crop pests confound analysis with simple genetic marker loci as they are polyploids of likely hybrid origin. Here we take a low-coverage, long-read genome sequencing approach to characterisation of individual root-knot nematodes. We demonstrate library preparation for Oxford Nanopore Technologies Flongle sequencing of low input DNA from individual juveniles and immature females, multiplexing up to twelve samples per flow cell. Taxonomic identification with Kraken 2 (a k-mer-based taxonomic assignment tool) is shown to reliably identify individual nematodes to species level, even within the very closely related Meloidogyne incognita group. Our approach forms a robust, low-cost, and scalable method for accurate RKN species diagnostics.
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Affiliation(s)
- Graham S. Sellers
- Department of Biological and Marine Sciences, Energy and Environment Institute, University of Hull, Hull, United Kingdom
- * E-mail: (GSS); (DHL)
| | - Daniel C. Jeffares
- Department of Biology and York Biomedical Research Institute, University of York, York, United Kingdom
| | - Bex Lawson
- Fera Science Ltd, Sand Hutton, York, United Kingdom
| | - Tom Prior
- Fera Science Ltd, Sand Hutton, York, United Kingdom
| | - David H. Lunt
- Department of Biological and Marine Sciences, Energy and Environment Institute, University of Hull, Hull, United Kingdom
- * E-mail: (GSS); (DHL)
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17
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Kolter A, Gemeinholzer B. Internal transcribed spacer primer evaluation for vascular plant metabarcoding. METABARCODING AND METAGENOMICS 2021. [DOI: 10.3897/mbmg.5.68155] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
The unprecedented ongoing biodiversity decline necessitates scalable means of monitoring in order to fully understand the underlying causes. DNA metabarcoding has the potential to provide a powerful tool for accurate and rapid biodiversity monitoring. Unfortunately, in many cases, a lack of universal standards undermines the widespread application of metabarcoding. One of the most important considerations in metabarcoding of plants, aside from selecting a potent barcode marker, is primer choice. Our study evaluates published ITS primers in silico and in vitro, through mock communities and presents newly designed primers. We were able to show that a large proportion of previously available ITS primers have unfavourable attributes. Our combined results support the recommendation of the introduced primers ITS-3p62plF1 and ITS-4unR1 as the best current universal plant specific ITS2 primer combination. We also found that PCR optimisation, such as the addition of 5% DMSO, is essential to obtain meaningful results in ITS2 metabarcoding. Finally, we conclude that continuous quality assurance is indispensable for reliable metabarcoding results.
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18
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Osathanunkul M, Minamoto T. Molecular detection of giant snakeheads, Channa micropeltes (Cuvier, 1831), one of the most troublesome fish species. Sci Rep 2021; 11:9943. [PMID: 33976284 PMCID: PMC8113229 DOI: 10.1038/s41598-021-89320-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2020] [Accepted: 04/01/2021] [Indexed: 11/16/2022] Open
Abstract
A lack of reliable tools for determining the presence and distribution of fish species can impede understanding of predator–prey interactions and fishery management. Conventional fish survey methods are invasive, and can be size or species selective. Combining netting and electrofishing is a current method used to monitor fish species in Phayao Lake (Kwan Phayao), Thailand. However, the methods are inefficient and time-consuming. Recently, locals who rely on inland fisheries in Kwan Phayao expressed their deep concerns about the giant snakehead, Channa micropeltes (Cuvier, 1831) destroying other fish there. The giant snakehead prey on many commercially important fish species, as the prey species is reduced, negative effects on both biodiversity and the fishery sector could follow. Here, an eDNA-based survey was developed to detect the presence of the giant snakehead. Water samples were collected from six sites within Kwan Phayao and 17 sites in Ing River where water flowed into and out of Kwan Payao. The eDNA of the giant snakehead was detected in water samples from all collection sites using the developed qPCR assay with various concentrations. The eDNA was shown here to be a sensitive and reliable tool for fish surveillance so there will be a better chance for developing an effective management strategy.
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Affiliation(s)
- Maslin Osathanunkul
- Department of Biology, Faculty of Science, Chiang Mai University, Chiang Mai, 50200, Thailand. .,Research Center in Bioresources for Agriculture, Industry and Medicine, Chiang Mai University, Chiang Mai, Thailand.
| | - Toshifumi Minamoto
- Graduate School of Human Development and Environment, Kobe University, Hyogo, Japan
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19
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Russo T, Maiello G, Talarico L, Baillie C, Colosimo G, D'Andrea L, Di Maio F, Fiorentino F, Franceschini S, Garofalo G, Scannella D, Cataudella S, Mariani S. All is fish that comes to the net: metabarcoding for rapid fisheries catch assessment. ECOLOGICAL APPLICATIONS : A PUBLICATION OF THE ECOLOGICAL SOCIETY OF AMERICA 2021; 31:e02273. [PMID: 33290575 DOI: 10.1002/eap.2273] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/19/2020] [Revised: 11/04/2020] [Accepted: 11/13/2020] [Indexed: 06/12/2023]
Abstract
Monitoring marine resource exploitation is a key activity in fisheries science and biodiversity conservation. Since research surveys are time consuming and costly, fishery-dependent data (i.e., derived directly from fishing vessels) are increasingly credited with a key role in expanding the reach of ocean monitoring. Fishing vessels may be seen as widely ranging data-collecting platforms, which could act as a fleet of sentinels for monitoring marine life, in particular exploited stocks. Here, we investigate the possibility of assessing catch composition of single hauls carried out by trawlers by applying DNA metabarcoding to the dense water draining from fishing nets just after the end of hauling operations (hereafter "slush"). We assess the performance of this approach in portraying β-diversity and examining the quantitative relationship between species abundances in the catch and DNA amount in the slush (read counts generated by amplicon sequencing). We demonstrate that the assemblages identified using DNA in the slush satisfactorily mirror those returned by visual inspection of net content (about 71% of species and 86% of families of fish) and detect a strong relationship between read counts and species abundances in the catch. We therefore argue that this approach could be upscaled to serve as a powerful source of information on the structure of demersal assemblages and the impact of fisheries.
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Affiliation(s)
- Tommaso Russo
- Department of Biology, University of Rome Tor Vergata, Rome, Italy
| | - Giulia Maiello
- Department of Biology, University of Rome Tor Vergata, Rome, Italy
- PhD program in Evolutionary Biology and Ecology, University of Rome Tor Vergata, Rome, Italy
| | - Lorenzo Talarico
- Department of Biology, University of Rome Tor Vergata, Rome, Italy
| | - Charles Baillie
- School of Environment and Life Sciences, University of Salford, Salford, United Kingdom
| | - Giuliano Colosimo
- San Diego Zoo, Institute for Conservation Research, San Diego, California, 92027, USA
| | - Lorenzo D'Andrea
- Department of Biology, University of Rome Tor Vergata, Rome, Italy
| | - Federico Di Maio
- Department of Biological, Geological and Environmental Sciences, University of Bologna, Bologna, Italy
- National Research Council, Institute for Marine Biological Resources and Biotechnology, Mazara del Vallo, Italy
| | - Fabio Fiorentino
- National Research Council, Institute for Marine Biological Resources and Biotechnology, Mazara del Vallo, Italy
| | | | - Germana Garofalo
- National Research Council, Institute for Marine Biological Resources and Biotechnology, Mazara del Vallo, Italy
| | - Danilo Scannella
- National Research Council, Institute for Marine Biological Resources and Biotechnology, Mazara del Vallo, Italy
| | | | - Stefano Mariani
- School of Biological & Environmental Sciences, Liverpool John Moores University, Liverpool, United Kingdom
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20
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Russo T, Maiello G, Talarico L, Baillie C, Colosimo G, D'Andrea L, Di Maio F, Fiorentino F, Franceschini S, Garofalo G, Scannella D, Cataudella S, Mariani S. All is fish that comes to the net: metabarcoding for rapid fisheries catch assessment. ECOLOGICAL APPLICATIONS : A PUBLICATION OF THE ECOLOGICAL SOCIETY OF AMERICA 2021; 31:e02273. [PMID: 33290575 DOI: 10.1101/2020.06.18.159830] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/19/2020] [Revised: 11/04/2020] [Accepted: 11/13/2020] [Indexed: 05/24/2023]
Abstract
Monitoring marine resource exploitation is a key activity in fisheries science and biodiversity conservation. Since research surveys are time consuming and costly, fishery-dependent data (i.e., derived directly from fishing vessels) are increasingly credited with a key role in expanding the reach of ocean monitoring. Fishing vessels may be seen as widely ranging data-collecting platforms, which could act as a fleet of sentinels for monitoring marine life, in particular exploited stocks. Here, we investigate the possibility of assessing catch composition of single hauls carried out by trawlers by applying DNA metabarcoding to the dense water draining from fishing nets just after the end of hauling operations (hereafter "slush"). We assess the performance of this approach in portraying β-diversity and examining the quantitative relationship between species abundances in the catch and DNA amount in the slush (read counts generated by amplicon sequencing). We demonstrate that the assemblages identified using DNA in the slush satisfactorily mirror those returned by visual inspection of net content (about 71% of species and 86% of families of fish) and detect a strong relationship between read counts and species abundances in the catch. We therefore argue that this approach could be upscaled to serve as a powerful source of information on the structure of demersal assemblages and the impact of fisheries.
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Affiliation(s)
- Tommaso Russo
- Department of Biology, University of Rome Tor Vergata, Rome, Italy
| | - Giulia Maiello
- Department of Biology, University of Rome Tor Vergata, Rome, Italy
- PhD program in Evolutionary Biology and Ecology, University of Rome Tor Vergata, Rome, Italy
| | - Lorenzo Talarico
- Department of Biology, University of Rome Tor Vergata, Rome, Italy
| | - Charles Baillie
- School of Environment and Life Sciences, University of Salford, Salford, United Kingdom
| | - Giuliano Colosimo
- San Diego Zoo, Institute for Conservation Research, San Diego, California, 92027, USA
| | - Lorenzo D'Andrea
- Department of Biology, University of Rome Tor Vergata, Rome, Italy
| | - Federico Di Maio
- Department of Biological, Geological and Environmental Sciences, University of Bologna, Bologna, Italy
- National Research Council, Institute for Marine Biological Resources and Biotechnology, Mazara del Vallo, Italy
| | - Fabio Fiorentino
- National Research Council, Institute for Marine Biological Resources and Biotechnology, Mazara del Vallo, Italy
| | | | - Germana Garofalo
- National Research Council, Institute for Marine Biological Resources and Biotechnology, Mazara del Vallo, Italy
| | - Danilo Scannella
- National Research Council, Institute for Marine Biological Resources and Biotechnology, Mazara del Vallo, Italy
| | | | - Stefano Mariani
- School of Biological & Environmental Sciences, Liverpool John Moores University, Liverpool, United Kingdom
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21
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Harper LR, Watson HV, Donnelly R, Hampshire R, Sayer CD, Breithaupt T, Hänfling B. Using DNA metabarcoding to investigate diet and niche partitioning in the native European otter (Lutra lutra) and invasive American mink (Neovison vison). METABARCODING AND METAGENOMICS 2020. [DOI: 10.3897/mbmg.4.56087] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
In the UK, the native European otter (Lutra lutra) and invasive American mink (Neovison vison) have experienced concurrent declines and expansions. Currently, the otter is recovering from persecution and waterway pollution, whereas the mink is in decline due to population control and probable interspecific interaction with the otter. We explored the potential of DNA metabarcoding for investigating diet and niche partitioning between these mustelids. Otter spraints (n = 171) and mink scats (n = 19) collected from three sites (Malham Tarn, River Hull and River Glaven) in northern and eastern England were screened for vertebrates using high-throughput sequencing. Otter diet mainly comprised aquatic fishes (81.0%) and amphibians (12.7%), whereas mink diet predominantly consisted of terrestrial birds (55.9%) and mammals (39.6%). The mink used a lower proportion (20%) of available prey (n = 40 taxa) than the otter and low niche overlap (0.267) was observed between these mustelids. Prey taxon richness of mink scats was lower than otter spraints and beta diversity of prey communities was driven by taxon turnover (i.e. the otter and mink consumed different prey taxa). Considering otter diet only, prey taxon richness was higher in spraints from the River Hull catchment and beta diversity of prey communities was driven by taxon turnover (i.e. the otter consumed different prey taxa at each site). Studies using morphological faecal analysis may misidentify the predator as well as prey items. Faecal DNA metabarcoding can resolve these issues and provide more accurate and detailed dietary information. When scaled up across multiple habitat types, DNA metabarcoding should greatly improve future understanding of resource use and niche overlap between the otter and mink.
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Di Muri C, Lawson Handley L, Bean CW, Li J, Peirson G, Sellers GS, Walsh K, Watson HV, Winfield IJ, Hänfling B. Read counts from environmental DNA (eDNA) metabarcoding reflect fish abundance and biomass in drained ponds. METABARCODING AND METAGENOMICS 2020. [DOI: 10.3897/mbmg.4.56959] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
The sampling of environmental DNA (eDNA) coupled with cost-efficient and ever-advancing sequencing technology is propelling changes in biodiversity monitoring within aquatic ecosystems. Despite the increasing number of eDNA metabarcoding approaches, the ability to quantify species biomass and abundance in natural systems is still not fully understood. Previous studies have shown positive but sometimes weak correlations between abundance estimates from eDNA metabarcoding data and from conventional capture methods. As both methods have independent biases a lack of concordance is difficult to interpret. Here we tested whether read counts from eDNA metabarcoding provide accurate quantitative estimates of the absolute abundance of fish in holding ponds with known fish biomass and number of individuals. Environmental DNA samples were collected from two fishery ponds with high fish density and broad species diversity. In one pond, two different DNA capture strategies (on-site filtration with enclosed filters and three different preservation buffers versus lab filtration using open filters) were used to evaluate their performance in relation to fish community composition and biomass/abundance estimates. Fish species read counts were significantly correlated with both biomass and abundance, and this result, together with information on fish diversity, was repeatable when open or enclosed filters with different preservation buffers were used. This research demonstrates that eDNA metabarcoding provides accurate qualitative and quantitative information on fish communities in small ponds, and results are consistent between different methods of DNA capture. This method flexibility will be beneficial for future eDNA-based fish monitoring and their integration into fisheries management.
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Kumar G, Eble JE, Gaither MR. A practical guide to sample preservation and pre-PCR processing of aquatic environmental DNA. Mol Ecol Resour 2019; 20:29-39. [PMID: 31633859 DOI: 10.1111/1755-0998.13107] [Citation(s) in RCA: 36] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2019] [Revised: 10/04/2019] [Accepted: 10/11/2019] [Indexed: 11/30/2022]
Abstract
Environmental DNA (eDNA) is rapidly growing in popularity as a tool for community assessments and species detection. While eDNA approaches are now widely applied, there is not yet agreement on best practices for sample collection and processing. Investigators looking to integrate eDNA approaches into their research programme are required to examine a growing collection of disparate studies to make an often uncertain decision about which protocols best fit their needs. To promote the application of eDNA approaches and to encourage the generation of high-quality data, here we review the most common techniques for the collection, preservation and extraction of metazoan eDNA from water samples. Specifically, we focus on experimental studies that compare various methods and outline the numerous challenges associated with eDNA. While the diverse applications of eDNA do not lend themselves to a one-size-fits-all recommendation, in most cases, capture/concentration of eDNA on cellulose nitrate filters (with pore size determined by water turbidity), followed by storage of filters in Longmire's buffer and extraction with a DNeasy Blood & Tissue Kit (or similar) has been shown to provide sufficient, high-quality DNA. However, we also emphasize the importance of testing and optimizing protocols for the system of interest.
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Affiliation(s)
- Girish Kumar
- Department of Biology, University of Central Florida, Genomics and Bioinformatics Cluster, Orlando, FL, USA
| | - Jeff E Eble
- Department of Ocean Engineering and Marine Sciences, Florida Institute of Technology, Melbourne, FL, USA
| | - Michelle R Gaither
- Department of Biology, University of Central Florida, Genomics and Bioinformatics Cluster, Orlando, FL, USA
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24
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Elbrecht V, Braukmann TW, Ivanova NV, Prosser SW, Hajibabaei M, Wright M, Zakharov EV, Hebert PD, Steinke D. Validation of COI metabarcoding primers for terrestrial arthropods. PeerJ 2019; 7:e7745. [PMID: 31608170 PMCID: PMC6786254 DOI: 10.7717/peerj.7745] [Citation(s) in RCA: 94] [Impact Index Per Article: 18.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2019] [Accepted: 08/25/2019] [Indexed: 01/08/2023] Open
Abstract
Metabarcoding can rapidly determine the species composition of bulk samples and thus aids biodiversity and ecosystem assessment. However, it is essential to use primer sets that minimize amplification bias among taxa to maximize species recovery. Despite this fact, the performance of primer sets employed for metabarcoding terrestrial arthropods has not been sufficiently evaluated. This study tests the performance of 36 primer sets on a mock community containing 374 insect species. Amplification success was assessed with gradient PCRs and the 21 most promising primer sets selected for metabarcoding. These 21 primer sets were also tested by metabarcoding a Malaise trap sample. We identified eight primer sets, mainly those including inosine and/or high degeneracy, that recovered more than 95% of the species in the mock community. Results from the Malaise trap sample were congruent with the mock community, but primer sets generating short amplicons produced potential false positives. Taxon recovery from both mock community and Malaise trap sample metabarcoding were used to select four primer sets for additional evaluation at different annealing temperatures (40-60 °C) using the mock community. The effect of temperature varied by primer pair but overall it only had a minor effect on taxon recovery. This study reveals the weak performance of some primer sets employed in past studies. It also demonstrates that certain primer sets can recover most taxa in a diverse species assemblage. Thus, based our experimental set up, there is no need to employ several primer sets targeting the same gene region. We identify several suitable primer sets for arthropod metabarcoding, and specifically recommend BF3 + BR2, as it is not affected by primer slippage and provides maximal taxonomic resolution. The fwhF2 + fwhR2n primer set amplifies a shorter fragment and is therefore ideal when targeting degraded DNA (e.g., from gut contents).
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Affiliation(s)
- Vasco Elbrecht
- Centre for Biodiversity Genomics, University of Guelph, Guelph, ON, Canada
| | | | - Natalia V. Ivanova
- Centre for Biodiversity Genomics, University of Guelph, Guelph, ON, Canada
- Department of Integrative Biology, University of Guelph, Guelph, ON, Canada
| | - Sean W.J. Prosser
- Centre for Biodiversity Genomics, University of Guelph, Guelph, ON, Canada
| | - Mehrdad Hajibabaei
- Centre for Biodiversity Genomics, University of Guelph, Guelph, ON, Canada
- Department of Integrative Biology, University of Guelph, Guelph, ON, Canada
| | - Michael Wright
- Centre for Biodiversity Genomics, University of Guelph, Guelph, ON, Canada
- Department of Integrative Biology, University of Guelph, Guelph, ON, Canada
| | - Evgeny V. Zakharov
- Centre for Biodiversity Genomics, University of Guelph, Guelph, ON, Canada
- Department of Integrative Biology, University of Guelph, Guelph, ON, Canada
| | - Paul D.N. Hebert
- Centre for Biodiversity Genomics, University of Guelph, Guelph, ON, Canada
- Department of Integrative Biology, University of Guelph, Guelph, ON, Canada
| | - Dirk Steinke
- Centre for Biodiversity Genomics, University of Guelph, Guelph, ON, Canada
- Department of Integrative Biology, University of Guelph, Guelph, ON, Canada
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