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Bhendarkar M, Rodriguez-Ezpeleta N. Exploring uncharted territory: new frontiers in environmental DNA for tropical fisheries management. ENVIRONMENTAL MONITORING AND ASSESSMENT 2024; 196:617. [PMID: 38874640 DOI: 10.1007/s10661-024-12788-8] [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: 11/07/2023] [Accepted: 06/06/2024] [Indexed: 06/15/2024]
Abstract
Tropical ecosystems host a significant share of global fish diversity contributing substantially to the global fisheries sector. Yet their sustainable management is challenging due to their complexity, diverse life history traits of tropical fishes, and varied fishing techniques involved. Traditional monitoring techniques are often costly, labour-intensive, and/or difficult to apply in inaccessible sites. These limitations call for the adoption of innovative, sensitive, and cost-effective monitoring solutions, especially in a scenario of climate change. Environmental DNA (eDNA) emerges as a potential game changer for biodiversity monitoring and conservation, especially in aquatic ecosystems. However, its utility in tropical settings remains underexplored, primarily due to a series of challenges, including the need for a comprehensive barcode reference library, an understanding of eDNA behaviour in tropical aquatic environments, standardized procedures, and supportive biomonitoring policies. Despite these challenges, the potential of eDNA for sensitive species detection across varied habitats is evident, and its global use is accelerating in biodiversity conservation efforts. This review takes an in-depth look at the current state and prospects of eDNA-based monitoring in tropical fisheries management research. Additionally, a SWOT analysis is used to underscore the opportunities and threats, with the aim of bridging the knowledge gaps and guiding the more extensive and effective use of eDNA-based monitoring in tropical fisheries management. Although the discussion applies worldwide, some specific experiences and insights from Indian tropical fisheries are shared to illustrate the practical application and challenges of employing eDNA in a tropical context.
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Affiliation(s)
- Mukesh Bhendarkar
- AZTI, Marine Research, Basque Research and Technology Alliance (BRTA), 48395, Sukarrieta, Bizkaia, Spain.
- ICAR-National Institute of Abiotic Stress Management, Baramati, 413 115, Maharashtra, India.
| | - Naiara Rodriguez-Ezpeleta
- AZTI, Marine Research, Basque Research and Technology Alliance (BRTA), 48395, Sukarrieta, Bizkaia, Spain
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Rund H, Wanzenböck J, Dobrovolny S, Kurmayer R. Relating target fish DNA concentration to community composition analysis in freshwater fish via metabarcoding. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 927:172281. [PMID: 38588740 DOI: 10.1016/j.scitotenv.2024.172281] [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: 12/30/2023] [Revised: 03/04/2024] [Accepted: 04/05/2024] [Indexed: 04/10/2024]
Abstract
Metabarcoding has been widely accepted as a useful tool for biodiversity assessment based on eDNA. The method allows for the detection of entire groups of organisms in a single sample, making it particularly applicable in aquatic habitats. The high sensitivity of the molecular approaches is especially beneficial in detecting elusive and rare fish species, improving biodiversity assessments. Numerous biotic and abiotic factors that affect the persistence and availability of fish DNA in surface waters and therefore affecting species detectability, have been identified. However, little is known about the relationship between the total fish DNA concentration and the detectability of differential abundant species. In this study three controlled mock-community DNA samples (56 individual samples) were analyzed by (i) metabarcoding (MiSeq) of 12S rDNA (175 bp) and by (ii) total freshwater fish DNA quantification (via qPCR of 12S rDNA). We show that the fish DNA quantity affects the relative abundance of species-specific sequences and the detectability of rare species. In particular we found that samples with a concentration between 1000 pg/μL down to 10 pg/μL of total fish DNA revealed a stable relative frequency of DNA sequences obtained for a specific fish species, as well as a low variability between replicates. Additionally, we observed that even in complex mock-community DNA samples, a total fish DNA concentration of 23 pg/μL was sufficient to reliably detect all species in every replicate, including three rare species with proportions of ≤0.5 %. We also found that the DNA barcode similarity between species can affect detectability, if evenness is low. Our data suggest that the total DNA concentration of fish is an important factor to consider when analyzing and interpreting relative sequence abundance data. Therefore, the workflow proposed here will contribute to an ecologically and economically efficient application of metabarcoding in fish biodiversity assessment.
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Affiliation(s)
- Hans Rund
- Research Department for Limnology, Mondsee, Universität Innsbruck, Mondseestraße 9, 5310 Mondsee, Austria.
| | - Josef Wanzenböck
- Research Department for Limnology, Mondsee, Universität Innsbruck, Mondseestraße 9, 5310 Mondsee, Austria
| | - Stefanie Dobrovolny
- Department for Molecular Biology and Microbiology, Institute for Food Safety Vienna, Austrian Agency for Health and Food Safety, Spargelfeldstraße 191, 1220 Vienna, Austria
| | - Rainer Kurmayer
- Research Department for Limnology, Mondsee, Universität Innsbruck, Mondseestraße 9, 5310 Mondsee, Austria
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Marques V, Loot G, Blanchet S, Miaud C, Planes S, Peyran C, Arnal V, Calvet C, Pioch S, Manel S. Optimizing detectability of the endangered fan mussel using eDNA and ddPCR. Ecol Evol 2024; 14:e10807. [PMID: 38288365 PMCID: PMC10822771 DOI: 10.1002/ece3.10807] [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: 08/22/2023] [Revised: 11/22/2023] [Accepted: 11/24/2023] [Indexed: 01/31/2024] Open
Abstract
Spatial and temporal monitoring of species threatened with extinction is of critical importance for conservation and ecosystem management. In the Mediterranean coast, the fan mussel (Pinna nobilis) is listed as critically endangered after suffering from a mass mortality event since 2016, leading to 100% mortality in most marine populations. Conventional monitoring for this macroinvertebrate is done using scuba, which is challenging in dense meadows or with low visibility. Here we developed an environmental DNA assay targeting the fan mussel and assessed the influence of several environmental parameters on the species detectability in situ. We developed and tested an eDNA molecular marker and collected 48 water samples in two sites at the Thau lagoon (France) with distinct fan mussel density, depths and during two seasons (summer and autumn). Our marker can amplify fan mussel DNA but lacks specificity since it also amplifies a conspecific species (Pinna rudis). We successfully amplified fan mussel DNA from in situ samples with 46 positive samples (out of 48) using ddPCR, although the DNA concentrations measured were low over almost all samples. Deeper sampling depth slightly increased DNA concentrations, but no seasonal effect was found. We highlight a putative spawning event on a single summer day with much higher DNA concentration compared to all other samples. We present an eDNA molecular assay able to detect the endangered fan mussel and provide guidelines to optimize the sampling protocol to maximize detectability. Effective and non-invasive monitoring tools for endangered species are promising to monitor remaining populations and have the potential of ecological restoration or habitat recolonization following a mass mortality event.
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Affiliation(s)
- Virginie Marques
- CEFE, Univ Montpellier, CNRS, EPHE‐PSL University, IRD, Univ Paul Valéry Montpellier 3MontpellierFrance
- Ecosystems and Landscape Evolution, Institute of Terrestrial Ecosystems, Department of Environmental System ScienceETH ZürichZürichSwitzerland
- Land Change ScienceSwiss Federal Research Institute WSLBirmensdorfSwitzerland
| | - Géraldine Loot
- EDB, Laboratoire Ecologie et Evolution (UMR 5174)Université de Toulouse, UPS, CNRS, IRDToulouseFrance
| | - Simon Blanchet
- SETE, Station d'Écologie Théorique et Expérimentale (UAR2029), Centre National pour la Recherche ScientifiqueMoulisFrance
| | - Claude Miaud
- CEFE, Univ Montpellier, CNRS, EPHE‐PSL University, IRD, Univ Paul Valéry Montpellier 3MontpellierFrance
| | - Serge Planes
- PSL Research University: EPHE – UPVD – CNRS, UAR 3278 CRIOBEPerpignanFrance
| | - Claire Peyran
- PSL Research University: EPHE – UPVD – CNRS, UAR 3278 CRIOBEPerpignanFrance
| | - Véronique Arnal
- CEFE, Univ Montpellier, CNRS, EPHE‐PSL University, IRD, Univ Paul Valéry Montpellier 3MontpellierFrance
| | - Coralie Calvet
- AgroParisTechParisFrance
- Montpellier Research in Management (MRM)Univ Montpellier, Univ Paul Valéry Montpellier 3, Univ Perpignan Via DomitiaMontpellierFrance
| | - Sylvain Pioch
- AgroParisTechParisFrance
- Montpellier Research in Management (MRM)Univ Montpellier, Univ Paul Valéry Montpellier 3, Univ Perpignan Via DomitiaMontpellierFrance
| | - Stéphanie Manel
- CEFE, Univ Montpellier, CNRS, EPHE‐PSL University, IRDMontpellierFrance
- Institut Universitaire de FranceParisFrance
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Duarte S, Simões L, Costa FO. Current status and topical issues on the use of eDNA-based targeted detection of rare animal species. THE SCIENCE OF THE TOTAL ENVIRONMENT 2023; 904:166675. [PMID: 37647964 DOI: 10.1016/j.scitotenv.2023.166675] [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: 06/13/2023] [Revised: 08/26/2023] [Accepted: 08/27/2023] [Indexed: 09/01/2023]
Abstract
Animal detection through DNA present in environmental samples (eDNA) is a valuable tool for detecting rare species, that are difficult to observe and monitor. eDNA-based tools are underpinned by molecular evolutionary principles, key to devising tools to efficiently single out a targeted species from an environmental sample. Here, we present a comprehensive review of the use of eDNA-based methods for the detection of targeted animal species, such as rare, endangered, or invasive species, through the analysis of 549 publications (2008-2022). Aquatic ecosystems have been the most surveyed, in particular, freshwaters (74 %), and to a less extent marine (14 %) and terrestrial systems (10 %). Vertebrates, in particular, fish (38 %), and endangered species, have been the focus of most of these studies, and Cytb and COI are the most employed markers. Among invertebrates, assays have been mainly designed for Mollusca and Crustacea species (21 %), in particular, to target invasive species, and COI the most employed marker. Targeted molecular approaches, in particular qPCR, have been the most adopted (75 %), while eDNA metabarcoding has been rarely used to target single or few species (approx. 6 %). However, less attention has been given in these studies to the effects of environmental factors on the amount of shed DNA, the differential amount of shed DNA among species, or the sensitivity of the markers developed, which may impact the design of the assays, particularly to warrant the required detection level and avoid false negatives and positives. The accuracy of the assays will also depend on the availability of genetic data and vouchered tissue or DNA samples from closely related species to assess both marker and primers' specificity. In addition, eDNA-based assays developed for a particular species may have to be refined for use in a new geographic area taking into account site-specific populations, as well as any intraspecific variation.
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Affiliation(s)
- Sofia Duarte
- Centre of Molecular and Environmental Biology (CBMA) and ARNET-Aquatic Research Network, Department of Biology, University of Minho, Campus de Gualtar, 4710-057 Braga, Portugal; Institute of Science and Innovation for Bio-Sustainability (IB-S), University of Minho, Campus de Gualtar, 4710-057 Braga, Portugal.
| | - Luara Simões
- Centre of Molecular and Environmental Biology (CBMA) and ARNET-Aquatic Research Network, Department of Biology, University of Minho, Campus de Gualtar, 4710-057 Braga, Portugal; Institute of Science and Innovation for Bio-Sustainability (IB-S), University of Minho, Campus de Gualtar, 4710-057 Braga, Portugal
| | - Filipe O Costa
- Centre of Molecular and Environmental Biology (CBMA) and ARNET-Aquatic Research Network, Department of Biology, University of Minho, Campus de Gualtar, 4710-057 Braga, Portugal; Institute of Science and Innovation for Bio-Sustainability (IB-S), University of Minho, Campus de Gualtar, 4710-057 Braga, Portugal
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Burian A, Bruce K, Tovela E, Bakker J, Balcells L, Bennett R, Chordekar S, Costa HM, Crampton-Platt A, de Boer H, Ross-Gillespie V, de Sacramento A, Sidat N, Simbine L, Ready J, Tang C, Mauvisseau Q. Merging two eDNA metabarcoding approaches and citizen-science-based sampling to facilitate fish community monitoring along vast Sub-Saharan coastlines. Mol Ecol Resour 2023; 23:1641-1655. [PMID: 37464467 DOI: 10.1111/1755-0998.13839] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2022] [Revised: 06/29/2023] [Accepted: 07/06/2023] [Indexed: 07/20/2023]
Abstract
The coastline of Sub-Saharan Africa hosts highly diverse fish communities of great conservation value, which are also key resources for local livelihoods. However, many costal ecosystems are threatened by overexploitation and their conservation state is frequently unknown due to their vast spatial extent and limited monitoring budgets. Here, we evaluated the potential of citizen science-based eDNA surveys to alleviate such chronic data deficiencies and assessed fish communities in Mozambique using two 12S metabarcoding primer sets. Samples were either collected by scientific personnel or trained community members and results from the two metabarcoding primers were combined using a new data merging approach. Irrespective of the background of sampling personnel, a high average fish species richness was recorded (38 ± 20 OTUs per sample). Individual sections of the coastline largely differed in the occurrence of threatened and commercially important species, highlighting the need for regionally differentiated management strategies. A detailed comparison of the two applied primer sets revealed an important trade-off in primer choice with MiFish primers amplifying a higher number of species but Riaz primers performing better in the detection of threatened fish species. This trade-off could be partly resolved by applying our new data-merging approach, which was especially designed to increase the robustness of multiprimer assessments in regions with poor reference libraries. Overall, our study provides encouraging results but also highlights that eDNA-based monitoring will require further improvements of, for example, reference databases and local analytical infrastructure to facilitate routine applications in Sub-Saharan Africa.
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Affiliation(s)
- Alfred Burian
- Department of Computational Landscape Ecology, UFZ-Helmholtz Centre for Environmental Research, Leipzig, Germany
- Marine Ecology Department, Lurio University, Nampula, Mozambique
| | | | - Erica Tovela
- Natural History Museum, University Eduardo Mondlane, Maputo, Mozambique
| | | | | | | | | | - Hugo M Costa
- Wildlife Conservation Society, Maputo, Mozambique
| | | | - Hugo de Boer
- Natural History Museum, University of Oslo, Oslo, Norway
| | | | | | | | - Luisa Simbine
- Instituto Oceanográfico de Moçambique, Ministério do Mar, Águas Interiores e Pescas, Maputo, Mozambique
| | - Jonathan Ready
- Universidade Federal do Pará, Grupo de Investigação Biológica Integrada, Centro de Estudos Avançados da Biodiversidade, Belem, Brazil
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Tournayre O, Wolfe R, McCurdy-Adams H, Chabot AA, Lougheed SC. A species-specific digital PCR assay for the endangered blue racer ( Coluber constrictor foxii) in Canada. Genome 2023; 66:251-260. [PMID: 37270848 DOI: 10.1139/gen-2023-0008] [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: 06/06/2023]
Abstract
The only population of the endangered blue racer (Coluber constrictor foxii) in Canada occurs on Pelee Island, Ontario. The species is threatened by multiple factors, including habitat degradation and loss, road mortality, persecution, and potentially predation. We designed and evaluated the performance of an environmental DNA droplet digital PCR assay that can be used for multiple facets of conservation of this species. We tested the assay in silico and in vitro using DNA of blue racers and co-occurring snake species and estimated the LOD and LOQ using synthetic DNA. As wild turkey predation has been suggested to negatively affect racers, we tested the assay on eight wild turkey faecal samples. Our assay is specific, can detect the target species at very low levels of concentration (0.002 copies/µL), and can accurately quantify copy numbers ≥ 0.26 copies/µL. We detected no racer DNA in any wild turkey faecal sample. More faecal samples collected at strategic locations during snake peak activity on Pelee Island would enable a more thorough assessment of the possibility of turkey predation. Our assay should be effective for other environmental samples and can be used for investigating other factors negatively affecting blue racers, for example, helping to quantify blue racer habitat suitability and site occupancy.
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Affiliation(s)
- Orianne Tournayre
- Biology Department, Queen's University, Kingston, ON K7L 3N6, Canada
| | - Ryan Wolfe
- Natural Resource Solutions Inc., Waterloo, ON N2L 3X2, Canada
| | | | - Amy A Chabot
- African Lion Safari, Cambridge, ON N1R 5S2, Canada
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Van Driessche C, Everts T, Neyrinck S, Halfmaerten D, Haegeman A, Ruttink T, Bonte D, Brys R. Using environmental DNA metabarcoding to monitor fish communities in small rivers and large brooks: Insights on the spatial scale of information. ENVIRONMENTAL RESEARCH 2023; 228:115857. [PMID: 37059322 DOI: 10.1016/j.envres.2023.115857] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/15/2023] [Revised: 03/28/2023] [Accepted: 04/04/2023] [Indexed: 05/16/2023]
Abstract
Monitoring fish communities is central to the evaluation of ecological health of rivers. Both presence/absence of fish species and their relative quantity in local fish assemblages are crucial parameters to measure. Fish communities in lotic systems are traditionally monitored via electrofishing, characterized by a known limited efficiency and high survey costs. Analysis of environmental DNA could serve as a non-destructive alternative for detection and quantification of lotic fish communities, but this approach still requires further insights in practical sampling schemes incorporating transport and dilution of the eDNA particles; optimization of predictive power and quality assurance of the molecular detection method. Via a controlled cage experiment, we aim to extend the knowledge on streamreach of eDNA in small rivers and large brooks, as laid out in the European Water Framework Directive's water typology. Using a high and low source biomass in two river transects of a species-poor river characterized by contrasting river discharge rates, we found strong and significant correlations between the eDNA relative species abundances and the relative biomass per species in the cage community. Despite a decreasing correlation over distance, the underlying community composition remained stable from 25 to 300 m, or up to 1 km downstream of the eDNA source, depending on the river discharge rate. Such decrease in similarity between relative source biomass and the corresponding eDNA-based community profile with increasing distance downstream from the source, might be attributed to variation in species-specific eDNA persistence. Our findings offer crucial insights on eDNA behaviour and characterization of riverine fish communities. We conclude that water sampled from a relatively small river offers an adequate eDNA snapshot of the total fish community in the 300-1000 m upstream transect. The potential application for other river systems is further discussed.
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Affiliation(s)
- Charlotte Van Driessche
- Research Institute for Nature and Forest (INBO), Genetic Diversity, Geraardsbergen, Belgium; Ghent University, Department of Biology, Terrestrial Ecology Unit, Ghent, Belgium.
| | - Teun Everts
- Research Institute for Nature and Forest (INBO), Genetic Diversity, Geraardsbergen, Belgium; KU Leuven, Department of Biology, Plant Conservation and Population Biology, Leuven, Belgium
| | - Sabrina Neyrinck
- Research Institute for Nature and Forest (INBO), Genetic Diversity, Geraardsbergen, Belgium
| | - David Halfmaerten
- Research Institute for Nature and Forest (INBO), Genetic Diversity, Geraardsbergen, Belgium
| | - Annelies Haegeman
- Flanders Research Institute for Agriculture, Fisheries and Food (ILVO), Plant Sciences Unit, Melle, Belgium
| | - Tom Ruttink
- Flanders Research Institute for Agriculture, Fisheries and Food (ILVO), Plant Sciences Unit, Melle, Belgium; Department of Plant Biotechnology and Bioinformatics, Ghent University, Ghent, Belgium
| | - Dries Bonte
- Ghent University, Department of Biology, Terrestrial Ecology Unit, Ghent, Belgium
| | - Rein Brys
- Research Institute for Nature and Forest (INBO), Genetic Diversity, Geraardsbergen, Belgium
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Osathanunkul M, Suwannapoom C. eDNA testing reveals surprising findings on fish population dynamics in Thailand. Heliyon 2023; 9:e17102. [PMID: 37416664 PMCID: PMC10320040 DOI: 10.1016/j.heliyon.2023.e17102] [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: 04/28/2023] [Revised: 05/27/2023] [Accepted: 06/07/2023] [Indexed: 07/08/2023] Open
Abstract
COVID-19, a global health concern, has an effect on all aspects of the economy. The aquaculture and fishing industries were severely harmed as a result of the closures in multiple nations. Regular systems for inventory monitoring, production, and supply were disrupted. Cancellation of programmes for research, fieldwork, sampling, and tagging influences management-required data. For effective species management, fish dispersion assessments are indispensable. However, due to the difficulty of accessing sampling sites and the associated costs, there is frequently a lack of comprehensive information regarding the distribution and abundance of organisms. The COVID-19 prohibition made fish monitoring more problematic. Due to constant pressure, populations of the stone lapping minnow (Garra cambodgiensis), one of Thailand's overfished fish, are rapidly declining. Therefore, eDNA-based monitoring was devised and implemented to reveal the likely dispersal of the species in Thailand prior to and following the lockdown. At 28 locations within the Chao Phraya River Basin, water samples were collected. qPCR was used to determine the presence or absence of G. cambodgiensis in water samples. In 78 of 252 water samples, a wide range of computed copy numbers for G. cambodgiensis eDNA was observed. It was discovered that samples collected in 2021 (after the lockdown) contain a higher concentration of G. cambodgiensis eDNA than samples collected in 2018 or 2019 (prior to the lockdown). The closure appears to be a boon and may result in a substantial restocking of the fish we have studied. Overall, eDNA-based analysis is an extremely promising new survey instrument.
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Affiliation(s)
| | - Chatmongkon Suwannapoom
- School of Agriculture and Natural Resources, University of Phayao, Muang District, Phayao, Thailand
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Chen Y, Tournayre O, Tian H, Lougheed SC. Assessing the breeding phenology of a threatened frog species using eDNA and automatic acoustic monitoring. PeerJ 2023; 11:e14679. [PMID: 36710869 PMCID: PMC9879156 DOI: 10.7717/peerj.14679] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2022] [Accepted: 12/13/2022] [Indexed: 01/25/2023] Open
Abstract
Background Climate change has driven shifts in breeding phenology of many amphibians, causing phenological mismatches (e.g., predator-prey interactions), and potentially population declines. Collecting data with high spatiotemporal sensitivity on hibernation emergence and breeding times can inform conservation best practices. However, monitoring the phenology of amphibians can be challenging because of their cryptic nature over much of their life cycle. Moreover, most salamanders and caecilians do not produce conspicuous breeding calls like frogs and toads do, presenting additional monitoring challenges. Methods In this study, we designed and evaluated the performance of an environmental DNA (eDNA) droplet digital PCR (ddPCR) assay as a non-invasive tool to assess the breeding phenology of a Western Chorus Frog population (Pseudacris maculata mitotype) in Eastern Ontario and compared eDNA detection patterns to hourly automatic acoustic monitoring. For two eDNA samples with strong PCR inhibition, we tested three methods to diminish the effect of inhibitors: diluting eDNA samples, adding bovine serum albumin to PCR reactions, and purifying eDNA using a commercial clean-up kit. Results We recorded the first male calling when the focal marsh was still largely frozen. Chorus frog eDNA was detected on April 6th, 6 days after acoustic monitoring revealed this first calling male, but only 2 days after males attained higher chorus activity. eDNA signals were detected at more sampling locales within the marsh and eDNA concentrations increased as more males participated in the chorus, suggesting that eDNA may be a reasonable proxy for calling assemblage size. Internal positive control revealed strong inhibition in some samples, limiting detection probability and quantification accuracy in ddPCR. We found diluting samples was the most effective in reducing inhibition and improving eDNA quantification. Conclusions Altogether, our results showed that eDNA ddPCR signals lagged behind male chorusing by a few days; thus, acoustic monitoring is preferable if the desire is to document the onset of male chorusing. However, eDNA may be an effective, non-invasive monitoring tool for amphibians that do not call and may provide a useful complement to automated acoustic recording. We found inhibition patterns were heterogeneous across time and space and we demonstrate that an internal positive control should always be included to assess inhibition for eDNA ddPCR signal interpretations.
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Luo M, Ji Y, Warton D, Yu DW. Extracting abundance information from DNA-based data. Mol Ecol Resour 2023; 23:174-189. [PMID: 35986714 PMCID: PMC10087802 DOI: 10.1111/1755-0998.13703] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2022] [Revised: 07/31/2022] [Accepted: 08/16/2022] [Indexed: 11/26/2022]
Abstract
The accurate extraction of species-abundance information from DNA-based data (metabarcoding, metagenomics) could contribute usefully to diet analysis and food-web reconstruction, the inference of species interactions, the modelling of population dynamics and species distributions, the biomonitoring of environmental state and change, and the inference of false positives and negatives. However, multiple sources of bias and noise in sampling and processing combine to inject error into DNA-based data sets. To understand how to extract abundance information, it is useful to distinguish two concepts. (i) Within-sample across-species quantification describes relative species abundances in one sample. (ii) Across-sample within-species quantification describes how the abundance of each individual species varies from sample to sample, such as over a time series, an environmental gradient or different experimental treatments. First, we review the literature on methods to recover across-species abundance information (by removing what we call "species pipeline biases") and within-species abundance information (by removing what we call "pipeline noise"). We argue that many ecological questions can be answered with just within-species quantification, and we therefore demonstrate how to use a "DNA spike-in" to correct for pipeline noise and recover within-species abundance information. We also introduce a model-based estimator that can be used on data sets without a physical spike-in to approximate and correct for pipeline noise.
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Affiliation(s)
- Mingjie Luo
- State Key Laboratory of Genetic Resources and Evolution and Yunnan Key Laboratory of Biodiversity and Ecological Security of Gaoligong MountainKunming Institute of Zoology, Chinese Academy of SciencesKunmingYunnanChina
- Kunming College of Life SciencesUniversity of Chinese Academy of SciencesKunmingYunnanChina
| | - Yinqiu Ji
- State Key Laboratory of Genetic Resources and Evolution and Yunnan Key Laboratory of Biodiversity and Ecological Security of Gaoligong MountainKunming Institute of Zoology, Chinese Academy of SciencesKunmingYunnanChina
| | - David Warton
- School of Mathematics and StatisticsUNSW SydneySydneyNew South WalesAustralia
- Evolution and Ecology Research Centre, UNSW SydneySydneyNew South WalesAustralia
| | - Douglas W. Yu
- State Key Laboratory of Genetic Resources and Evolution and Yunnan Key Laboratory of Biodiversity and Ecological Security of Gaoligong MountainKunming Institute of Zoology, Chinese Academy of SciencesKunmingYunnanChina
- Center for Excellence in Animal Evolution and GeneticsChinese Academy of SciencesKunmingYunnanChina
- School of Biological SciencesUniversity of East Anglia, Norwich Research ParkNorwichNorfolkUK
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Picard MH, Zaiko A, Tidy AM, Kelly DJ, Thomson-Laing G, Wilkinson SP, Pochon X, Vandergoes MJ, Hawes I, Wood SA. Optimal sample type and number vary in small shallow lakes when targeting non-native fish environmental DNA. PeerJ 2023; 11:e15210. [PMID: 37151294 PMCID: PMC10162041 DOI: 10.7717/peerj.15210] [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: 06/23/2022] [Accepted: 03/20/2023] [Indexed: 05/09/2023] Open
Abstract
Non-native fish have been shown to have deleterious impacts on freshwater ecosystems in New Zealand. Early detection is critical for their effective management. Traditional capture-based techniques may not detect newly introduced fish, especially if they are present in low abundance. Molecular techniques that target environmental DNA (eDNA) have been shown, in many instances, to be more sensitive, cost-effective and require lower sampling effort. However, appropriate sampling strategies are needed to ensure robust and interpretable data are obtained. In this study we used droplet digital PCR assays to investigate the presence of two non-native fish in New Zealand, the European perch (Perca fluviatilis) and rudd (Scardinius erythrophthalmus) in three small lakes. Samples were collected from water and surface sediment at near-shore and mid-lake sites. Probabilistic modelling was used to assess the occupancy of fish eDNA and develop guidance on sampling strategies. Based on the detection probability measures from the present study, at least six sites and five replicates per site are needed to reliably detect fish eDNA in sediment samples, and twelve sites with eight replicates per site for water samples. The results highlight the potential of developing monitoring and surveillance programs adapted to lakes, that include the use of assays targeting eDNA. This study focused on small shallow lakes, and it is likely that these recommendations may vary in larger, deeper, and more geomorphologically complex lakes, and this requires further research.
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Affiliation(s)
- Maïlys H.V. Picard
- School of Biological Sciences, Department of Biological Sciences, University of Waikato, Hamilton, New Zealand
- Coastal and Freshwater, Cawthron Institute, Nelson, New Zealand
| | - Anastasija Zaiko
- Coastal and Freshwater, Cawthron Institute, Nelson, New Zealand
- Institute of Marine Science, University of Auckland, Warkworth, New Zealand
| | | | - David J. Kelly
- Coastal and Freshwater, Cawthron Institute, Nelson, New Zealand
| | | | | | - Xavier Pochon
- Coastal and Freshwater, Cawthron Institute, Nelson, New Zealand
- Institute of Marine Science, University of Auckland, Warkworth, New Zealand
| | | | - Ian Hawes
- School of Biological Sciences, Department of Biological Sciences, University of Waikato, Hamilton, New Zealand
| | - Susanna A. Wood
- Coastal and Freshwater, Cawthron Institute, Nelson, New Zealand
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12
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Rusch JC, Strand DA, Laurendz C, Andersen T, Johnsen SI, Edsman L, Vrålstad T. Exploring the eDNA dynamics of the host-pathogen pair Pacifastacus leniusculus (Decapoda) and Aphanomyces astaci (Saprolegniales) under experimental conditions. NEOBIOTA 2022. [DOI: 10.3897/neobiota.79.82793] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
The oomycete Aphanomyces astaci causes crayfish plague, a disease threatening native European crayfish. It is carried and transmitted by American crayfish species, which are the original hosts of A. astaci. In recent years, environmental DNA (eDNA) methods have been successfully implemented to monitor the spread of both A. astaci and its hosts. However, still little is known about how population density and other environmental factors influence the detectability of this host-pathogen complex. In a mesocosm experiment, we tested the influence of crayfish density, temperature and food availability on the detectability of eDNA for A. astaci and its host, signal crayfish Pacifastacus leniusculus. We also compared eDNA results with crayfish population density measured by catch per unit effort (CPUE) from two lakes with varying crayfish density and A. astaci prevalence. The mesocosm experiment revealed that a limited set of controlled factors can substantially change the detectable amount of eDNA, even though the physical presence of the target organisms remains the same. In cold, clear water, eDNA quantities of both targets increased far more than in a linear fashion with increased crayfish density. However, the presence of food decreased the detectability of crayfish eDNA, presumably through increased microbial-induced eDNA degradation. For A. astaci, where eDNA typically represents living spores, food did not affect the detectability. However, high water temperature strongly reduced it. The increased complexity and variability of factors influencing eDNA concentration under natural conditions, compared to a controlled experimental environment, suggests that establishing a reliable relationship between eDNA quantities and crayfish density is difficult to achieve. This was also supported by field data, where we found minimal correspondence between eDNA quantity and CPUE data. A comparison between quantitative real-time PCR (qPCR) analysis and droplet-digital PCR (ddPCR) analysis revealed higher detection success of the targets in field samples when using qPCR. Overall, our results support eDNA as an effective tool for presence-absence monitoring, but it seems less suited for biomass quantification and population density estimates. Detection of A. astaci and P. leniusculus is not influenced uniformly by respective environmental factors. Consequently, we recommend a strategy of monitoring both targets, where the detection of one may point towards the presence of the other.
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Hervé A, Domaizon I, Baudoin JM, Dejean T, Gibert P, Jean P, Peroux T, Raymond JC, Valentini A, Vautier M, Logez M. Spatio-temporal variability of eDNA signal and its implication for fish monitoring in lakes. PLoS One 2022; 17:e0272660. [PMID: 35960745 PMCID: PMC9374266 DOI: 10.1371/journal.pone.0272660] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2022] [Accepted: 07/24/2022] [Indexed: 11/18/2022] Open
Abstract
Environmental DNA (eDNA) metabarcoding is revolutionizing the monitoring of aquatic biodiversity. The use of eDNA has the potential to enable non-invasive, cost-effective, time-efficient and high-sensitivity monitoring of fish assemblages. Although the capacity of eDNA metabarcoding to describe fish assemblages is recognised, research efforts are still needed to better assess the spatial and temporal variability of the eDNA signal and to ultimately design an optimal sampling strategy for eDNA monitoring. In this context, we sampled three different lakes (a dam reservoir, a shallow eutrophic lake and a deep oligotrophic lake) every 6 weeks for 1 year. We performed four types of sampling for each lake (integrative sampling of sub-surface water along transects on the left shore, the right shore and above the deepest zone, and point sampling in deeper layers near the lake bottom) to explore the spatial variability of the eDNA signal at the lake scale over a period of 1 year. A metabarcoding approach was applied to analyse the 92 eDNA samples in order to obtain fish species inventories which were compared with traditional fish monitoring methods (standardized gillnet samplings). Several species known to be present in these lakes were only detected by eDNA, confirming the higher sensitivity of this technique in comparison with gillnetting. The eDNA signal varied spatially, with shoreline samples being richer in species than the other samples. Furthermore, deep-water samplings appeared to be non-relevant for regularly mixed lakes, where the eDNA signal was homogeneously distributed. These results also demonstrate a clear temporal variability of the eDNA signal that seems to be related to species phenology, with most of the species detected in spring during the spawning period on shores, but also a peak of detection in winter for salmonid and coregonid species during their reproduction period. These results contribute to our understanding of the spatio-temporal distribution of eDNA in lakes and allow us to provide methodological recommendations regarding where and when to sample eDNA for fish monitoring in lakes.
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Affiliation(s)
- Alix Hervé
- SPYGEN, Le Bourget du Lac, France
- Pole R&D ECLA, Le Bourget-du-Lac, France
- INRAE, Aix Marseille Université, RECOVER, Aix-en-Provence, France
| | - Isabelle Domaizon
- Pole R&D ECLA, Le Bourget-du-Lac, France
- INRAE, UMR CARRTEL, Thonon-les-Bains, France
| | - Jean-Marc Baudoin
- Pole R&D ECLA, Le Bourget-du-Lac, France
- OFB, Direction de la Recherche et de l’Appui Scientifique, Route Cézanne, Aix-en-Provence, France
| | | | - Pierre Gibert
- Pole R&D ECLA, Le Bourget-du-Lac, France
- INRAE, Aix Marseille Université, RECOVER, Aix-en-Provence, France
| | | | - Tiphaine Peroux
- Pole R&D ECLA, Le Bourget-du-Lac, France
- INRAE, Aix Marseille Université, RECOVER, Aix-en-Provence, France
| | - Jean-Claude Raymond
- Pole R&D ECLA, Le Bourget-du-Lac, France
- OFB, DR AURA, Thonon-les-Bains, France
| | | | - Marine Vautier
- Pole R&D ECLA, Le Bourget-du-Lac, France
- INRAE, UMR CARRTEL, Thonon-les-Bains, France
| | - Maxime Logez
- Pole R&D ECLA, Le Bourget-du-Lac, France
- INRAE, Aix Marseille Université, RECOVER, Aix-en-Provence, France
- INRAE, UR RIVERLY, Villeurbanne, France
- * E-mail:
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14
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Lavergne E, Kume M, Ahn H, Henmi Y, Terashima Y, Ye F, Kameyama S, Kai Y, Kadowaki K, Kobayashi S, Yamashita Y, Kasai A. Effects of forest cover on richness of threatened fish species in Japan. CONSERVATION BIOLOGY : THE JOURNAL OF THE SOCIETY FOR CONSERVATION BIOLOGY 2022; 36:e13847. [PMID: 34668598 PMCID: PMC9299902 DOI: 10.1111/cobi.13849] [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: 04/20/2021] [Revised: 09/09/2021] [Accepted: 09/10/2021] [Indexed: 05/09/2023]
Abstract
Estuaries--one of the most vulnerable ecosystems globally--face anthropogenic threats, including biodiversity loss and the collapse of sustainable fisheries. Determining the factors contributing to the maintenance of estuarine biodiversity, especially that of fish, is vital for promoting estuarine conservation and sustainability. We used environmental DNA metabarcoding analysis to determine fish species composition in 22 estuaries around Japan and measured watershed-scale land-use factors (e.g., population size, urban area percentage, and forest area percentage). We sought to test the hypothesis that the richness of the most vulnerable estuarine fish species (i.e., registered by the Japanese Ministry of the Environment in the national species red-list) is determined by watershed-scale land-use factors. The richness of such species was greater, where forest cover was highest; thus, forest cover contributes to their conservation. The proportion of agriculture cover was associated with low species richness of red-listed fishes (redundancy analysis, adjusted R2 = 43.9% of total variance, df = 5, F = 5.3843, p = 0.0001). The number of red-listed species increased from 3 to 11 along a watershed land-use gradient ranging from a high proportion of agriculture cover to a large proportion of forest cover. Furthermore, the results showed that throughout Japan all the examined watersheds that were covered by >74.8% forest had more than the average (6.7 species per site) richness of red-listed fish species. This result can be attributed to the already high average forest cover in Japan of 67.2%. Our results demonstrate how the land use of watersheds can affect the coastal sea environment and its biodiversity and suggest that proper forest management in conjunction with land-use management may be of prime importance for threatened fish species and coastal ecosystems in general.
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Affiliation(s)
- Edouard Lavergne
- Field Science Education and Research Center (FSERC)Kyoto UniversityKyotoJapan
- Research and Educational Unit for Studies on Connectivity of Hills, Humans and OceansKyoto UniversityKyotoJapan
- Laboratoire des Sciences de l'Environnement Marin (LEMAR), Institut Universitaire Européen de la Mer (IUEM)Université de Bretagne OccidentalePlouzanéFrance
- Plastic@SeaBanyuls‐sur‐MerFrance
| | - Manabu Kume
- Field Science Education and Research Center (FSERC)Kyoto UniversityKyotoJapan
- Research and Educational Unit for Studies on Connectivity of Hills, Humans and OceansKyoto UniversityKyotoJapan
| | - Hyojin Ahn
- Research and Educational Unit for Studies on Connectivity of Hills, Humans and OceansKyoto UniversityKyotoJapan
- Faculty of Fisheries SciencesHokkaido UniversityHakodateJapan
| | - Yumi Henmi
- Field Science Education and Research Center (FSERC)Kyoto UniversityKyotoJapan
- Research and Educational Unit for Studies on Connectivity of Hills, Humans and OceansKyoto UniversityKyotoJapan
| | - Yuki Terashima
- Research and Educational Unit for Studies on Connectivity of Hills, Humans and OceansKyoto UniversityKyotoJapan
| | - Feng Ye
- Research and Educational Unit for Studies on Connectivity of Hills, Humans and OceansKyoto UniversityKyotoJapan
- Biodiversity DivisionNational Institute for Environmental Studies (NIES)TsukubaJapan
| | - Satoshi Kameyama
- Biodiversity DivisionNational Institute for Environmental Studies (NIES)TsukubaJapan
| | - Yoshiaki Kai
- Field Science Education and Research Center (FSERC)Kyoto UniversityKyotoJapan
| | - Kohmei Kadowaki
- Field Science Education and Research Center (FSERC)Kyoto UniversityKyotoJapan
- The Hakubi Center for Advanced ResearchGraduate School of Agriculture, Kyoto UniversityKyotoJapan
| | - Shiho Kobayashi
- Field Science Education and Research Center (FSERC)Kyoto UniversityKyotoJapan
| | - Yoh Yamashita
- Field Science Education and Research Center (FSERC)Kyoto UniversityKyotoJapan
- Research and Educational Unit for Studies on Connectivity of Hills, Humans and OceansKyoto UniversityKyotoJapan
| | - Akihide Kasai
- Faculty of Fisheries SciencesHokkaido UniversityHakodateJapan
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15
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Ray M, Umapathy G. Environmental DNA as a tool for biodiversity monitoring in aquatic ecosystems – a review. JOURNAL OF THREATENED TAXA 2022. [DOI: 10.11609/jott.7837.14.5.21102-21116] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
Abstract
The monitoring of changes in aquatic ecosystems due to anthropogenic activities is of utmost importance to ensure the health of aquatic biodiversity. Eutrophication in water bodies due to anthropogenic disturbances serves as one of the major sources of nutrient efflux and consequently changes the biological productivity and community structure of these ecosystems. Habitat destruction and overexploitation of natural resources are other sources that impact the equilibrium of aquatic systems. Environmental DNA (eDNA) is a tool that can help to assess and monitor aquatic biodiversity. There has been a considerable outpour of research in this area in the recent past, particularly concerning conservation and biodiversity management. This review focuses on the application of eDNA for the detection and relative quantification of threatened, endangered, invasive and elusive species. We give a special emphasis on how this technique developed in the past few years to become a tool for understanding the impact of spatial-temporal changes on ecosystems. Incorporating eDNA based biomonitoring with advances in sequencing technologies and computational abilities had an immense role in the development of different avenues of application of this tool.
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16
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Hiillos A, Thonig A, Knott KE. Droplet digital PCR as a tool for investigating dynamics of cryptic symbionts. Ecol Evol 2021; 11:17381-17396. [PMID: 34938515 PMCID: PMC8668802 DOI: 10.1002/ece3.8372] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2021] [Revised: 10/28/2021] [Accepted: 10/29/2021] [Indexed: 12/11/2022] Open
Abstract
Interactions among symbiotic organisms and their hosts are major drivers of ecological and evolutionary processes. Monitoring the infection patterns among natural populations and identifying factors affecting these interactions are critical for understanding symbiont-host relationships. However, many of these interactions remain understudied since the knowledge about the symbiont species is lacking, which hinders the development of appropriate tools. In this study, we developed a digital droplet PCR (ddPCR) assay based on apicomplexan COX1 gene to detect an undescribed agamococcidian symbiont. We show that the method gives precise and reproducible results and enables detecting cryptic symbionts in low target concentration. We further exemplify the assay's use to survey seasonally sampled natural host (Pygospio elegans) populations for symbiont infection dynamics. We found that symbiont prevalence differs spatially but does not show seasonal changes. Infection load differed between populations and was low in spring and significantly increased towards fall in all populations. We also found that the symbiont prevalence is affected by host length and population density. Larger hosts were more likely to be infected, and high host densities were found to have a lower probability of infection. The observed variations could be due to characteristics of both symbiont and host biology, especially the seasonal variation in encounter rates. Our findings show that the developed ddPCR assay is a robust tool for detecting undescribed symbionts that are otherwise difficult to quantify, enabling further insight into the impact cryptic symbionts have on their hosts.
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Affiliation(s)
- Anna‐Lotta Hiillos
- Department of Biological and Environmental ScienceUniversity of JyväskyläJyväskyläFinland
| | - Anne Thonig
- Department of Biological and Environmental ScienceUniversity of JyväskyläJyväskyläFinland
- Department of Science and EnvironmentRoskilde UniversityRoskildeDenmark
| | - Karelyn Emily Knott
- Department of Biological and Environmental ScienceUniversity of JyväskyläJyväskyläFinland
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17
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Zhao B, van Bodegom PM, Trimbos K. The particle size distribution of environmental DNA varies with species and degradation. THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 797:149175. [PMID: 34303977 DOI: 10.1016/j.scitotenv.2021.149175] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/24/2021] [Revised: 07/15/2021] [Accepted: 07/17/2021] [Indexed: 06/13/2023]
Abstract
Environmental DNA (eDNA) analysis is frequently used as a non-invasive method to investigate species and biodiversity in ecosystems. However, such eDNA may represent both organisms currently present as well as species that released their DNA some point in the past, thereby representing a mix of current and historic biodiversity. This may lead to a false-positive detection of organisms' presence. As the eDNA particle size distribution (PSD) changes along with the decay process, it may facilitate solving the above problem. Here, we set up tank experiments with snails, zebrafish and daphnids, respectively, to monitor the change in eDNA PSD and eDNA degradation through time after removing organisms. We found that zebrafish eDNA decays more slowly for larger particle sizes. Across all species tested, the percentage of large size ranges tended to increase over time while the smaller sizes showed relatively fast decay rates. As a result, PSD changed consistently with eDNA decay, although initial PSD varied between species. In combination, we propose that eDNA PSD can be used to assess the current prevalence of organisms at an eDNA sampling location while avoiding false-positives on the presence of species. Our findings expand the applicability of eDNA for monitoring target species in freshwater ecosystems.
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Affiliation(s)
- Beilun Zhao
- Department of Environmental Biology, Institute of Environmental Sciences, Leiden University, Einsteinweg 2, 2333 CC Leiden, Netherlands.
| | - Peter M van Bodegom
- Department of Environmental Biology, Institute of Environmental Sciences, Leiden University, Einsteinweg 2, 2333 CC Leiden, Netherlands
| | - Krijn Trimbos
- Department of Environmental Biology, Institute of Environmental Sciences, Leiden University, Einsteinweg 2, 2333 CC Leiden, Netherlands
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18
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Banerjee P, Dey G, Antognazza CM, Sharma RK, Maity JP, Chan MWY, Huang YH, Lin PY, Chao HC, Lu CM, Chen CY. Reinforcement of Environmental DNA Based Methods ( Sensu Stricto) in Biodiversity Monitoring and Conservation: A Review. BIOLOGY 2021; 10:biology10121223. [PMID: 34943137 PMCID: PMC8698464 DOI: 10.3390/biology10121223] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/21/2021] [Revised: 11/15/2021] [Accepted: 11/18/2021] [Indexed: 12/02/2022]
Abstract
Simple Summary Worldwide biodiversity loss points to a necessity of upgrading to a fast and effective monitoring method that can provide quick conservation action. Newly developed environmental DNA (eDNA) based method found to be more cost-effective, non-invasive, quick, and accurate than traditional monitoring (spot identification, camera trapping). Although the eDNA based methods are proliferating rapidly, as a newly developed branch, it needs more standardization and practitioner adaptation. The present study aims to evaluate the eDNA based methods, and their potential achievements in biodiversity monitoring, and conservation for quick practitioners’ adaption. The investigation shows that the eDNA technique is applicable largely in (i) early detection of invasive species, (ii) species detection for conservation, (iii) community-level biodiversity monitoring, (iv) ecosystem health monitoring, (v) study on trophic interactions, etc. Thus, the eDNA technique shows a great promise with its high accuracy and authenticity, and will be applicable alone or alongside other methods in the near future. Abstract Recently developed non-invasive environmental DNA-based (eDNA) techniques have enlightened modern conservation biology, propelling the monitoring/management of natural populations to a more effective and efficient approach, compared to traditional surveys. However, due to rapid-expansion of eDNA, confusion in terminology and collection/analytical pipelines can potentially jeopardize research progression, methodological standardization, and practitioner adoption in several ways. Present investigation reflects the developmental progress of eDNA (sensu stricto) including highlighting the successful case studies in conservation management. The eDNA technique is successfully relevant in several areas of conservation research (invasive/conserve species detection) with a high accuracy and authentication, which gradually upgrading modern conservation approaches. The eDNA technique related bioinformatics (e.g., taxon-specific-primers MiFish, MiBird, etc.), sample-dependent methodology, and advancement of sequencing technology (e.g., oxford-nanopore-sequencing) are helping in research progress. The investigation shows that the eDNA technique is applicable largely in (i) early detection of invasive species, (ii) species detection for conservation, (iii) community level biodiversity monitoring, (iv) ecosystem health monitoring, (v) study on trophic interactions, etc. Thus, the eDNA technique with a high accuracy and authentication can be applicable alone or coupled with traditional surveys in conservation biology. However, a comprehensive eDNA-based monitoring program (ecosystem modeling and function) is essential on a global scale for future management decisions.
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Affiliation(s)
- Pritam Banerjee
- Department of Biomedical Science, Graduate Institute of Molecular Biology, National Chung Cheng University, 168 University Road, Min-Hsiung, Chiayi County, Jiayi 62102, Taiwan; (P.B.); (G.D.); (M.W.Y.C.)
- Department of Earth and Environmental Sciences, National Chung Cheng University, 168 University Road, Min-Hsiung, Chiayi County, Jiayi 62102, Taiwan; (R.K.S.); (J.P.M.); (Y.-H.H.); (H.-C.C.)
| | - Gobinda Dey
- Department of Biomedical Science, Graduate Institute of Molecular Biology, National Chung Cheng University, 168 University Road, Min-Hsiung, Chiayi County, Jiayi 62102, Taiwan; (P.B.); (G.D.); (M.W.Y.C.)
- Department of Earth and Environmental Sciences, National Chung Cheng University, 168 University Road, Min-Hsiung, Chiayi County, Jiayi 62102, Taiwan; (R.K.S.); (J.P.M.); (Y.-H.H.); (H.-C.C.)
| | - Caterina M. Antognazza
- Department of Theoretical and Applied Science, University of Insubria, Via J.H. Dunant, 3, 21100 Varese, Italy;
| | - Raju Kumar Sharma
- Department of Earth and Environmental Sciences, National Chung Cheng University, 168 University Road, Min-Hsiung, Chiayi County, Jiayi 62102, Taiwan; (R.K.S.); (J.P.M.); (Y.-H.H.); (H.-C.C.)
- Department of Chemistry and Biochemistry, National Chung Cheng University, 168 University Road, Min-Hsiung, Chiayi County, Jiayi 62102, Taiwan;
| | - Jyoti Prakash Maity
- Department of Earth and Environmental Sciences, National Chung Cheng University, 168 University Road, Min-Hsiung, Chiayi County, Jiayi 62102, Taiwan; (R.K.S.); (J.P.M.); (Y.-H.H.); (H.-C.C.)
- Department of Chemistry, School of Applied Sciences, KIIT Deemed to be University, Bhubaneswar 751024, India
| | - Michael W. Y. Chan
- Department of Biomedical Science, Graduate Institute of Molecular Biology, National Chung Cheng University, 168 University Road, Min-Hsiung, Chiayi County, Jiayi 62102, Taiwan; (P.B.); (G.D.); (M.W.Y.C.)
| | - Yi-Hsun Huang
- Department of Earth and Environmental Sciences, National Chung Cheng University, 168 University Road, Min-Hsiung, Chiayi County, Jiayi 62102, Taiwan; (R.K.S.); (J.P.M.); (Y.-H.H.); (H.-C.C.)
| | - Pin-Yun Lin
- Department of Chemistry and Biochemistry, National Chung Cheng University, 168 University Road, Min-Hsiung, Chiayi County, Jiayi 62102, Taiwan;
| | - Hung-Chun Chao
- Department of Earth and Environmental Sciences, National Chung Cheng University, 168 University Road, Min-Hsiung, Chiayi County, Jiayi 62102, Taiwan; (R.K.S.); (J.P.M.); (Y.-H.H.); (H.-C.C.)
| | - Chung-Ming Lu
- Department of Chemical Engineering, National Chung Cheng University, 168 University Road, Ming-Shung, Chiayi County, Jiayi 62102, Taiwan;
| | - Chien-Yen Chen
- Department of Earth and Environmental Sciences, National Chung Cheng University, 168 University Road, Min-Hsiung, Chiayi County, Jiayi 62102, Taiwan; (R.K.S.); (J.P.M.); (Y.-H.H.); (H.-C.C.)
- Correspondence: or ; Tel.: +886-5-2720411 (ext. 66220); Fax: +886-5-2720807
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Wanzenböck J, Hopfinger M, Wanzenböck S, Fuxjäger L, Rund H, Lamatsch DK. First successful hybridization experiment between native European weatherfish (Misgurnus fossilis) and non-native Oriental weatherfish (M. anguillicaudatus) reveals no evidence for postzygotic barriers. NEOBIOTA 2021. [DOI: 10.3897/neobiota.69.67708] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
The European weatherfish Misgurnus fossilis (Linnaeus, 1758) is a threatened freshwater species in large parts of Europe and might come under pressure from currently establishing exotic weatherfish species. Additional threats might arise if those species hybridize which has been questioned in previous research. Regarding the hybridization of M. fossilis × M. anguillicaudatus (Cantor, 1842), we demonstrate that despite the considerable genetic distance between parental species, the estimated long divergence time and different ploidy levels do not represent a postzygotic barrier for hybridization of the European and Oriental weatherfish. The paternal species can be easily differentiated based on external pigment patterns with hybrids showing intermediate patterns. No difference in standard metabolic rate, indicating a lack of hybrid vigour, renders predictions of potential threats to the European weatherfish from hybridization with the Oriental weatherfish difficult. Therefore, the genetic and physiological basis of invasiveness via hybridization remains elusive in Misgurnus species and requires further research. The existence of prezygotic reproductive isolation mechanisms and the fertility of F1 hybrids remains to be tested to predict the potential threats of globally invasive Oriental weatherfish species.
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Development of a Quantitative PCR Assay for Four Salmon Species Inhabiting the Yangyangnamdae River Using Environmental DNA. BIOLOGY 2021; 10:biology10090899. [PMID: 34571776 PMCID: PMC8471574 DOI: 10.3390/biology10090899] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/10/2021] [Revised: 09/03/2021] [Accepted: 09/07/2021] [Indexed: 11/17/2022]
Abstract
Simple Summary Regular surveys provide essential information to establish strategies for the effective conservation of salmon resources. As an alternative to conventional fish surveys, which are costly and laborious, quantitative PCR (qPCR) assays were established for the analysis of four salmon species inhabiting the Korean Peninsula. We designed four species-specific primer sets that showed high specificity and sensitivity in both tissue and environmental DNA (eDNA) samples collected from the Yangyangnamdae River. After normalization for PCR inhibition in each sample, the established qPCR assays produced standardized and realistic eDNA profiles for the four salmon species, suggesting that the newly developed qPCR assays are a useful tool for the management of Oncorhynchus resources in Korean waters. Abstract A species-specific quantitative PCR (qPCR) assay using environmental DNA (eDNA) is a promising tool for both qualitative and quantitative analyses of target species directly from water samples. Despite its reliability, an eDNA-based qPCR assay pipeline has not yet developed to monitor salmon species inhabiting Korean waters, which have been rapidly decreasing. We designed species-specific primers for four Oncorhynchus species inhabiting the eastern coastal waters along the Korean Peninsula. These include primers for two native species (Oncorhynchus keta and O. masou) and two that were introduced (O. mykiss and O. kisutch). The limit of detection and limit of quantification for the four qPCR assays ranged from 4.11 to 10.38 copies and from 30 to 81 copies, respectively, indicating a high sensitivity and specificity across all four species. Following optimization, the qPCR assays were used for the quantitative analyses of the four Oncorhynchus species in the Yangyangnamdae River during the spawning and non-spawning seasons in the year 2019–2020, one of the main rivers where salmon migrate during the spawning season in Korea. The raw copy numbers in all of the examined samples were normalized by PCR inhibition rates to standardize and compare with other studies. Among the four Oncorhynchus species examined, the eDNA concentration of O. keta increased significantly (63.60-fold, p < 0.0001) during the spawning season (November) compared with that in the non-spawning season (March), suggesting that O. keta is the main salmon species migrating through the Yangyangnamdae River. In contrast, we did not detect any differences in eDNA concentration for the other three Oncorhynchus species between the spawning and non-spawning seasons, indicating that their presence does not alter during the year. Their eDNA concentration is also relatively low compared to O. keta, which suggests that small numbers of these three species are present in the river. Overall, these newly developed qPCR assays represent useful monitoring tools for the management of four salmon species in Korean waters.
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Accurate detection and quantification of seasonal abundance of American bullfrog (Lithobates catesbeianus) using ddPCR eDNA assays. Sci Rep 2021; 11:11282. [PMID: 34050232 PMCID: PMC8163797 DOI: 10.1038/s41598-021-90771-w] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2020] [Accepted: 05/10/2021] [Indexed: 11/23/2022] Open
Abstract
The invasive American bullfrog (Lithobates catesbeianus) imperils freshwater biodiversity worldwide. Effective management hinges on early detection of incipient invasions and subsequent rapid response, as established populations are extremely difficult to eradicate. Although environmental DNA (eDNA) detection methods provide a highly sensitive alternative to conventional surveillance techniques, extensive testing is imperative to generate reliable output. Here, we tested and compared the performance of two primer/probe assays to detect and quantify the abundance of bullfrogs in Western Europe in silico and in situ using digital droplet PCR (ddPCR). Although both assays proved to be equally target-specific and sensitive, one outperformed the other in ddPCR detection resolution (i.e., distinguishing groups of target-positive and target-negative droplets), and hence was selected for further analyses. Mesocosm experiments revealed that tadpole abundance and biomass explained 99% of the variation in eDNA concentration. Because per individual eDNA emission rates did not differ significantly among tadpoles and juveniles, and adults mostly reside out of the water, eDNA concentration can be used as an approximation of local bullfrog abundance in natural populations. Seasonal eDNA patterns in three colonized ponds showed parallel fluctuations in bullfrog eDNA concentration. An increase in eDNA concentration was detected in spring, followed by a strong peak coinciding with the breeding season (August, September or October), and continuously low eDNA concentrations during winter. With this study, we report the validation process required for appropriately implementing eDNA barcoding analyses in lentic systems. We demonstrate that this technique can serve as a solid and reliable tool to detect the early stages of bullfrog invasions and to quantify temporal changes in abundance that will be useful in coordinating large-scale bullfrog eradication programs and evaluating their efficiency.
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Wang Y, Chen K, Gao J, Wang M, Dong J, Xie Y, Giesy JP, Jin X, Wang B. Environmental DNA of preservative ethanol performed better than water samples in detecting macroinvertebrate diversity using metabarcoding. DIVERS DISTRIB 2021. [DOI: 10.1111/ddi.13284] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Affiliation(s)
- Yu Wang
- Department of Entomology Nanjing Agricultural University Nanjing China
| | - Kai Chen
- Department of Entomology Nanjing Agricultural University Nanjing China
| | - Jin Gao
- Department of Entomology Nanjing Agricultural University Nanjing China
| | - Meng Wang
- Department of Entomology Nanjing Agricultural University Nanjing China
| | - Jie Dong
- Department of Entomology Nanjing Agricultural University Nanjing China
| | - Yuwei Xie
- Toxicology Centre University of Saskatchewan Saskatoon Saskatchewan Canada
| | - John P. Giesy
- Toxicology Centre University of Saskatchewan Saskatoon Saskatchewan Canada
- Department of Veterinary Biomedical Sciences University of Saskatchewan Saskatoon Saskatchewan Canada
- Department of Environmental Sciences Baylor University Waco Texas USA
| | - Xiaowei Jin
- China National Environmental Monitoring Centre Beijing China
| | - Beixin Wang
- Department of Entomology Nanjing Agricultural University Nanjing China
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Fediajevaite J, Priestley V, Arnold R, Savolainen V. Meta-analysis shows that environmental DNA outperforms traditional surveys, but warrants better reporting standards. Ecol Evol 2021; 11:4803-4815. [PMID: 33976849 PMCID: PMC8093654 DOI: 10.1002/ece3.7382] [Citation(s) in RCA: 32] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2020] [Revised: 02/01/2021] [Accepted: 02/12/2021] [Indexed: 01/05/2023] Open
Abstract
Decades of environmental DNA (eDNA) method application, spanning a wide variety of taxa and habitats, has advanced our understanding of eDNA and underlined its value as a tool for conservation practitioners. The general consensus is that eDNA methods are more accurate and cost-effective than traditional survey methods. However, they are formally approved for just a few species globally (e.g., Bighead Carp, Silver Carp, Great Crested Newt). We conducted a meta-analysis of studies that directly compare eDNA with traditional surveys to evaluate the assertion that eDNA methods are consistently "better."Environmental DNA publications for multiple species or single macro-organism detection were identified using the Web of Science, by searching "eDNA" and "environmental DNA" across papers published between 1970 and 2020. The methods used, focal taxa, habitats surveyed, and quantitative and categorical results were collated and analyzed to determine whether and under what circumstances eDNA outperforms traditional surveys.Results show that eDNA methods are cheaper, more sensitive, and detect more species than traditional methods. This is, however, taxa-dependent, with amphibians having the highest potential for detection by eDNA survey. Perhaps most strikingly, of the 535 papers reviewed just 49 quantified the probability of detection for both eDNA and traditional survey methods and studies were three times more likely to give qualitative statements of performance. Synthesis and applications: The results of this meta-analysis demonstrate that where there is a direct comparison, eDNA surveys of macro-organisms are more accurate and efficient than traditional surveys. This conclusion, however, is based on just a fraction of available eDNA papers as most do not offer this granularity. We recommend that conclusions are substantiated with comparable and quantitative data. Where a direct comparison has not been made, we caution against the use of qualitative statements about relative performance. This consistency and rigor will simplify how the eDNA research community tracks methods-based advances and will also provide greater clarity for conservation practitioners. To this end suggest reporting standards for eDNA studies.
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Affiliation(s)
| | | | - Richard Arnold
- Thomson Environmental Consultants Compass House Surrey Research Park Guildford UK
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Towards the Optimization of eDNA/eRNA Sampling Technologies for Marine Biosecurity Surveillance. WATER 2021. [DOI: 10.3390/w13081113] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
The field of eDNA is growing exponentially in response to the need for detecting rare and invasive species for management and conservation decisions. Developing technologies and standard protocols within the biosecurity sector must address myriad challenges associated with marine environments, including salinity, temperature, advective and deposition processes, hydrochemistry and pH, and contaminating agents. These approaches must also provide a robust framework that meets the need for biosecurity management decisions regarding threats to human health, environmental resources, and economic interests, especially in areas with limited clean-laboratory resources and experienced personnel. This contribution aims to facilitate dialogue and innovation within this sector by reviewing current approaches for sample collection, post-sampling capture and concentration of eDNA, preservation, and extraction, all through a biosecurity monitoring lens.
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Jerde CL. Can we manage fisheries with the inherent uncertainty from eDNA? JOURNAL OF FISH BIOLOGY 2021; 98:341-353. [PMID: 31769024 DOI: 10.1111/jfb.14218] [Citation(s) in RCA: 43] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/20/2019] [Accepted: 11/25/2019] [Indexed: 06/10/2023]
Abstract
Environmental (e)DNA, as a general approach in aquatic systems, seeks to connect the presence of species' genetic material in the water and hence to infer the species' physical presence. However, fisheries managers face making decisions with risk and uncertainty when eDNA indicates a fish is present but traditional methods fail to capture the fish. In comparison with traditional methods such as nets, electrofishing and piscicides, eDNA approaches have more sources of underlying error that could give rise to false positives. This has resulted in some managers to question whether eDNA can be used to make management decisions because there is no fish in hand. As a relatively new approach, the methods and techniques have quickly evolved to improve confidence in eDNA. By evaluating an eDNA based research programmes through the pattern of the eDNA signal, assay design, experimental design, quality assurance and quality control checks, data analyses and concurrent search for fish using traditional gears, the evidence for fish presence can be evaluated to build confidence in the eDNA approach. The benefits for fisheries management from adopting an eDNA approach are numerous but include cost effectiveness, broader geographic coverage of habitat occupancy, early detection of invasive species, non-lethal stock assessments, exploration of previously inaccessible aquatic environments and discovery of new species hidden beneath the water's surface. At a time when global freshwater and marine fisheries are facing growing threats from over-harvest, pollution and climate change, we anticipate that growing confidence in eDNA will overcome the inherent uncertainty of not having a fish in hand and will empower the informed management actions necessary to protect and restore our fisheries.
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Affiliation(s)
- Christopher L Jerde
- Marine Science Institute, University of California, Santa Barbara, California, USA
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Hänfling B, Lawson-Handley L. Environmental DNA-based approaches for the monitoring of fish populations have come of age. JOURNAL OF FISH BIOLOGY 2021; 98:339-340. [PMID: 33570202 DOI: 10.1111/jfb.14660] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Affiliation(s)
- Bernd Hänfling
- Evolutionary Biology Group, Department of Biological and Marine Sciences, University of Hull, Hull, UK
| | - Lori Lawson-Handley
- Evolutionary Biology Group, Department of Biological and Marine Sciences, University of Hull, Hull, UK
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Kusanke LM, Panteleit J, Stoll S, Korte E, Sünger E, Schulz R, Theissinger K. Detection of the endangered European weather loach ( Misgurnus fossilis) via water and sediment samples: Testing multiple eDNA workflows. Ecol Evol 2020; 10:8331-8344. [PMID: 32788983 PMCID: PMC7417210 DOI: 10.1002/ece3.6540] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2020] [Revised: 06/02/2020] [Accepted: 06/08/2020] [Indexed: 12/17/2022] Open
Abstract
The European weather loach (Misgurnus fossilis) is classified as highly endangered in several countries of Central Europe. Populations of M. fossilis are predominantly found in ditches with low water levels and thick sludge layers and are thus hard to detect using conventional fishing methods. Therefore, environmental DNA (eDNA) monitoring appears particularly relevant for this species. In previous studies, M. fossilis was surveyed following eDNA water sampling protocols, which were not optimized for this species. Therefore, we created two full factorial study designs to test six different eDNA workflows for sediment samples and twelve different workflows for water samples. We used qPCR to compare the threshold cycle (C t) values of the different workflows, which indicate the target DNA amount in the sample, and spectrophotometry to quantify and compare the total DNA amount inside the samples. We analyzed 96 water samples and 48 sediment samples from a pond with a known population of M. fossilis. We tested several method combinations for long-term sample preservation, DNA capture, and DNA extraction. Additionally, we analyzed the DNA yield of samples from a ditch with a natural M. fossilis population monthly over one year to determine the optimal sampling period. Our results showed that the long-term water preservation method commonly used for eDNA surveys of M. fossilis did not lead to optimal DNA yields, and we present a valid long-term sample preservation alternative. A cost-efficient high salt DNA extraction led to the highest target DNA yields and can be used for sediment and water samples. Furthermore, we were able to show that in a natural habitat of M. fossilis, total and target eDNA were higher between June and September, which implies that this period is favorable for eDNA sampling. Our results will help to improve the reliability of future eDNA surveys of M. fossilis.
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Affiliation(s)
| | | | - Stefan Stoll
- Umwelt‐Campus BirkenfeldHoppstädten‐WeiersbachGermany
| | - Egbert Korte
- Institut für Gewässer‐ und Auenökologie GbRGriesheimGermany
| | | | - Ralf Schulz
- Eusserthal Ecosystem Research StationUniversity of Koblenz‐LandauEusserthalGermany
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