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Corral-Lou A, Doadrio I. Environmental DNA metabarcoding of water samples as a tool for monitoring Iberian freshwater fish composition. PLoS One 2023; 18:e0283088. [PMID: 37903086 PMCID: PMC10615313 DOI: 10.1371/journal.pone.0283088] [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: 04/21/2022] [Accepted: 03/01/2023] [Indexed: 11/01/2023] Open
Abstract
Environmental DNA (eDNA) metabarcoding has been increasingly used to monitor the community assemblages of a wide variety of organisms. Here, we test the efficacy of eDNA metabarcoding to assess the composition of Iberian freshwater fishes, one of the most endangered groups of vertebrates in Spain. For this purpose, we sampled 12 sampling sites throughout one of Spain's largest basins, the Duero, which is home to approximately 70% of the genera and 30% of the primary freshwater fish in Spain. We sampled these sampling sites in the summer by using electrofishing, a traditional sampling method, and eDNA metabarcoding of river water samples using the mitochondrial 12S rRNA gene (12S) as a marker. We also resampled four of these sampling sites in autumn by eDNA. We compared the results obtained through eDNA metabarcoding with those of electrofishing surveys (ones conducted for the present study and past ones) and assessed the suitability of 12S as an eDNA metabarcoding marker for this group of freshwater fishes. We found that the 12S fragment, analysed for 25 Iberian species, showed sufficient taxonomic resolution to be useful for eDNA approaches, and even showed population-level differences in the studied populations across the tissue samples for Achondrostoma arcasii. In most cases, a greater number of species was detected through eDNA metabarcoding than through electrofishing. Based on our results, eDNA metabarcoding is a powerful tool to study the freshwater fish composition in the Iberian Peninsula and to unmask cryptic diversity. However, we highlight the need to generate a local genetic database for 12S gene for such studies and to interpret the results with caution when studying only mitochondrial DNA. Finally, our survey shows that the high detection sensitivity of eDNA metabarcoding and the non-invasiveness of this method allows it to act as a detection system for species of low abundance, such as early invasive species or species in population decline, two key aspects of conservation management of Spanish freshwater fishes.
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Affiliation(s)
- Andrea Corral-Lou
- Biodiversity and Evolutionary Biology Department, Museo Nacional de Ciencias Naturales, CSIC, José Gutiérrez Abascal, Madrid, Spain
- Consultores en Biología de la Conservación S.L., Daoiz, Madrid, Spain
| | - Ignacio Doadrio
- Biodiversity and Evolutionary Biology Department, Museo Nacional de Ciencias Naturales, CSIC, José Gutiérrez Abascal, Madrid, Spain
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2
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Gutiérrez-López R, Egeter B, Paupy C, Rahola N, Makanga B, Jiolle D, Bourret V, Melo M, Loiseau C. Monitoring mosquito richness in an understudied area: can environmental DNA metabarcoding be a complementary approach to adult trapping? BULLETIN OF ENTOMOLOGICAL RESEARCH 2023; 113:456-468. [PMID: 37183666 DOI: 10.1017/s0007485323000147] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/16/2023]
Abstract
Mosquito surveillance programmes are essential to assess the risks of local vector-borne disease outbreaks as well as for early detection of mosquito invasion events. Surveys are usually performed with traditional sampling tools (i.e., ovitraps and dipping method for immature stages or light or decoy traps for adults). Over the past decade, numerous studies have highlighted that environmental DNA (eDNA) sampling can enhance invertebrate species detection and provide community composition metrics. However, the usefulness of eDNA for detection of mosquito species has, to date, been largely neglected. Here, we sampled water from potential larval breeding sites along a gradient of anthropogenic perturbations, from the core of an oil palm plantation to the rainforest on São Tomé Island (Gulf of Guinea, Africa). We showed that (i) species of mosquitoes could be detected via metabarcoding mostly when larvae were visible, (ii) larvae species richness was greater using eDNA than visual identification and (iii) new mosquito species were also detected by the eDNA approach. We provide a critical discussion of the pros and cons of eDNA metabarcoding for monitoring mosquito species diversity and recommendations for future research directions that could facilitate the adoption of eDNA as a tool for assessing insect vector communities.
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Affiliation(s)
- Rafael Gutiérrez-López
- CIBIO, Centro de Investigação em Biodiversidade e Recursos Genéticos, InBio, Laboratório Associado, University of Porto, Campus Agrário de Vairão, 4485-661 Vairão, Portugal
- Animal Health Research Center, National Food and Agriculture Research and Technology Institute (INIA-CISA-CSIC), Valdeolmos, Spain
| | - Bastian Egeter
- CIBIO, Centro de Investigação em Biodiversidade e Recursos Genéticos, InBio, Laboratório Associado, University of Porto, Campus Agrário de Vairão, 4485-661 Vairão, Portugal
| | - Christophe Paupy
- MIVEGEC, Univ. Montpellier, CNRS, IRD, Montpellier 34394, France
| | - Nil Rahola
- MIVEGEC, Univ. Montpellier, CNRS, IRD, Montpellier 34394, France
| | - Boris Makanga
- Institut de Recherche en Écologie Tropicale/CENAREST, BP 13354 Libreville, Gabon
| | - Davy Jiolle
- MIVEGEC, Univ. Montpellier, CNRS, IRD, Montpellier 34394, France
| | - Vincent Bourret
- CIBIO, Centro de Investigação em Biodiversidade e Recursos Genéticos, InBio, Laboratório Associado, University of Porto, Campus Agrário de Vairão, 4485-661 Vairão, Portugal
- INRAE - Université de Toulouse UR 0035 CEFS, 31326 Castanet Tolosan, France
| | - Martim Melo
- CIBIO, Centro de Investigação em Biodiversidade e Recursos Genéticos, InBio, Laboratório Associado, University of Porto, Campus Agrário de Vairão, 4485-661 Vairão, Portugal
- MHNC-UP - Natural History and Science Museum of the University of Porto, Porto, Portugal
- FitzPatrick Institute of African Ornithology, University of Cape Town, Cape Town, South Africa
| | - Claire Loiseau
- CIBIO, Centro de Investigação em Biodiversidade e Recursos Genéticos, InBio, Laboratório Associado, University of Porto, Campus Agrário de Vairão, 4485-661 Vairão, Portugal
- CEFE, Université de Montpellier, CNRS, Montpellier, France
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3
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Kronenberger JA, Wilcox TM, Mason DH, Franklin TW, McKelvey KS, Young MK, Schwartz MK. eDNAssay: a machine learning tool that accurately predicts qPCR cross-amplification. Mol Ecol Resour 2022; 22:2994-3005. [PMID: 35778862 DOI: 10.1111/1755-0998.13681] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2022] [Revised: 06/24/2022] [Accepted: 06/28/2022] [Indexed: 11/28/2022]
Abstract
Environmental DNA (eDNA) sampling is a highly sensitive and cost-effective technique for wildlife monitoring, notably through the use of qPCR assays. However, it can be difficult to ensure assay specificity when many closely related species cooccur. In theory, specificity may be assessed in silico by determining whether assay oligonucleotides have enough base-pair mismatches with nontarget sequences to preclude amplification. However, the mismatch qualities required are poorly understood, making in silico assessments difficult and often necessitating extensive in vitro testing-typically the greatest bottleneck in assay development. Increasing the accuracy of in silico assessments would therefore streamline the assay development process. In this study, we paired 10 qPCR assays with 82 synthetic gene fragments for 530 specificity tests using SYBR Green intercalating dye (n = 262) and TaqMan hydrolysis probes (n = 268). Test results were used to train random forest classifiers to predict amplification. The primer-only model (SYBR Green-based) and full-assay model (TaqMan probe-based) were 99.6% and 100% accurate, respectively, in cross-validation. We further assessed model performance using six independent assays not used in model training. In these tests the primer-only model was 92.4% accurate (n = 119) and the full-assay model was 96.5% accurate (n = 144). The high performance achieved by these models makes it possible for eDNA practitioners to more quickly and confidently develop assays specific to the intended target. Practitioners can access the full-assay model via eDNAssay (https://NationalGenomicsCenter.shinyapps.io/eDNAssay), a user-friendly online tool for predicting qPCR cross-amplification.
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Affiliation(s)
- J A Kronenberger
- National Genomics Center for Wildlife and Fish Conservation, USFS Rocky Mountain Research Station, 800 East Beckwith Avenue, Missoula, MT, USA
| | - T M Wilcox
- National Genomics Center for Wildlife and Fish Conservation, USFS Rocky Mountain Research Station, 800 East Beckwith Avenue, Missoula, MT, USA
| | - D H Mason
- National Genomics Center for Wildlife and Fish Conservation, USFS Rocky Mountain Research Station, 800 East Beckwith Avenue, Missoula, MT, USA
| | - T W Franklin
- National Genomics Center for Wildlife and Fish Conservation, USFS Rocky Mountain Research Station, 800 East Beckwith Avenue, Missoula, MT, USA
| | - K S McKelvey
- National Genomics Center for Wildlife and Fish Conservation, USFS Rocky Mountain Research Station, 800 East Beckwith Avenue, Missoula, MT, USA
| | - M K Young
- National Genomics Center for Wildlife and Fish Conservation, USFS Rocky Mountain Research Station, 800 East Beckwith Avenue, Missoula, MT, USA
| | - M K Schwartz
- National Genomics Center for Wildlife and Fish Conservation, USFS Rocky Mountain Research Station, 800 East Beckwith Avenue, Missoula, MT, USA
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Isaak DJ, Young MK, Horan DL, Nagel D, Schwartz MK, McKelvey KS. Do metapopulations and management matter for relict headwater bull trout populations in a warming climate? ECOLOGICAL APPLICATIONS : A PUBLICATION OF THE ECOLOGICAL SOCIETY OF AMERICA 2022; 32:e2594. [PMID: 35343015 DOI: 10.1002/eap.2594] [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: 07/11/2021] [Revised: 11/04/2021] [Accepted: 12/01/2021] [Indexed: 06/14/2023]
Abstract
Mountain headwater streams have emerged as important climate refuges for native cold-water species due to their slow climate velocities and extreme physical conditions that inhibit non-native invasions. Species persisting in refuges often do so as fragmented, relict populations from broader historical distributions that are subject to ongoing habitat reductions and increasing isolation as climate change progresses. Key for conservation planning is determining where remaining populations will persist and how habitat restoration strategies can improve biological resilience to enhance the long-term prospects for species of concern. Studying bull trout, a headwater species in the northwestern USA, we developed habitat occupancy models using a data set of population occurrence in 991 natal habitat patches with a suite of novel geospatial covariates derived from high-resolution hydroclimatic scenarios and other sources representing watershed and instream habitat conditions, patch geometry, disturbance, and biological interactions. The best model correctly predicted bull trout occupancy status in 82.6% of the patches and included effects for: patch size estimated as habitat volume, extent of within-patch reaches <9°C mean August temperature, distance to nearest occupied patch, road density, invasive brook trout prevalence, patch slope, and frequency of high winter flows. The model was used to assess 16 scenarios of bull trout occurrence within the study streams that represented a range of restoration strategies under three climatic conditions (baseline, moderate change, and extreme change). Results suggested that regional improvements in bull trout status were difficult to achieve in realistic restoration strategies due to the pervasive nature of climate change and the limited extent of restoration actions given their high costs. However, occurrence probabilities in a subset of patches were highly responsive to restoration actions, suggesting that targeted investments to improve the resilience of some populations may be contextually beneficial. A possible strategy, therefore, is focusing effort on responsive populations near more robust population strongholds, thereby contributing to local enclaves where dispersal among populations further enhances resilience. Equally important, strongholds constituted a small numerical percentage of patches (5%-21%), yet encompassed the large majority of occupied habitat by volume (72%-89%) and their protection could have significant conservation benefits for bull trout.
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Affiliation(s)
- Daniel J Isaak
- Rocky Mountain Research Station, US Forest Service, Boise, Idaho, USA
| | - Michael K Young
- Rocky Mountain Research Station, US Forest Service, Missoula, Montana, USA
| | - Dona L Horan
- Rocky Mountain Research Station, US Forest Service, Boise, Idaho, USA
| | - David Nagel
- Rocky Mountain Research Station, US Forest Service, Boise, Idaho, USA
| | - Michael K Schwartz
- Rocky Mountain Research Station, US Forest Service, Missoula, Montana, USA
| | - Kevin S McKelvey
- Rocky Mountain Research Station, US Forest Service, Missoula, Montana, USA
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5
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Franklin TW, Dysthe JC, Neville H, Young MK, McKelvey KM, Schwartz MK. Lahontan Cutthroat Trout (Oncorhynchus clarkii henshawi) and Paiute Cutthroat Trout (Oncorhynchus clarkii seleniris) Detection from Environmental DNA Samples: A Dual-Purpose Assay. WEST N AM NATURALIST 2022. [DOI: 10.3398/064.082.0212] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Affiliation(s)
- Thomas W. Franklin
- U.S. Forest Service, National Genomics Center for Wildlife and Fish Conservation, Rocky Mountain Research Station, Missoula, MT 59801
| | - Joseph C. Dysthe
- U.S. Forest Service, National Genomics Center for Wildlife and Fish Conservation, Rocky Mountain Research Station, Missoula, MT 59801
| | | | - Michael K. Young
- U.S. Forest Service, National Genomics Center for Wildlife and Fish Conservation, Rocky Mountain Research Station, Missoula, MT 59801
| | - Kevin M. McKelvey
- U.S. Forest Service, National Genomics Center for Wildlife and Fish Conservation, Rocky Mountain Research Station, Missoula, MT 59801
| | - Michael K. Schwartz
- U.S. Forest Service, National Genomics Center for Wildlife and Fish Conservation, Rocky Mountain Research Station, Missoula, MT 59801
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Young MK, Smith R, Pilgrim KL, Isaak DJ, McKelvey KS, Parkes S, Egge J, Schwartz MK. A Molecular Taxonomy of Cottus in western North America. WEST N AM NATURALIST 2022. [DOI: 10.3398/064.082.0208] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Affiliation(s)
- Michael K. Young
- USDA Forest Service, National Genomics Center for Wildlife and Fish Conservation, Rocky Mountain Research Station, 800 E. Beckwith Avenue, Missoula, MT 59802
| | - Rebecca Smith
- USDA Forest Service, National Genomics Center for Wildlife and Fish Conservation, Rocky Mountain Research Station, 800 E. Beckwith Avenue, Missoula, MT 59802
| | - Kristine L. Pilgrim
- USDA Forest Service, National Genomics Center for Wildlife and Fish Conservation, Rocky Mountain Research Station, 800 E. Beckwith Avenue, Missoula, MT 59802
| | - Daniel J. Isaak
- USDA Forest Service, Rocky Mountain Research Station, 322 East Front Street Suite 401, Boise, ID 83702
| | - Kevin S. McKelvey
- USDA Forest Service, National Genomics Center for Wildlife and Fish Conservation, Rocky Mountain Research Station, 800 E. Beckwith Avenue, Missoula, MT 59802
| | - Sharon Parkes
- USDA Forest Service, Rocky Mountain Research Station, 322 East Front Street Suite 401, Boise, ID 83702
| | - Jacob Egge
- Department of Biology, Pacific Lutheran University, Tacoma, WA 98447
| | - Michael K. Schwartz
- USDA Forest Service, National Genomics Center for Wildlife and Fish Conservation, Rocky Mountain Research Station, 800 E. Beckwith Avenue, Missoula, MT 59802
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Keller AG, Grason EW, McDonald PS, Ramón-Laca A, Kelly RP. Tracking an invasion front with environmental DNA. ECOLOGICAL APPLICATIONS : A PUBLICATION OF THE ECOLOGICAL SOCIETY OF AMERICA 2022; 32:e2561. [PMID: 35128750 DOI: 10.1002/eap.2561] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/05/2021] [Revised: 10/21/2021] [Accepted: 12/14/2021] [Indexed: 05/03/2023]
Abstract
Data from environmental DNA (eDNA) may revolutionize environmental monitoring and management, providing increased detection sensitivity at reduced cost and survey effort. However, eDNA data are rarely used in decision-making contexts, mainly due to uncertainty around (1) data interpretation and (2) whether and how molecular tools dovetail with existing management efforts. We address these challenges by jointly modeling eDNA detection via qPCR and traditional trap data to estimate the density of invasive European green crab (Carcinus maenas), a species for which, historically, baited traps have been used for both detection and control. Our analytical framework simultaneously quantifies uncertainty in both detection methods and provides a robust way of integrating different data streams into management processes. Moreover, the joint model makes clear the marginal information benefit of adding eDNA (or any other) additional data type to an existing monitoring program, offering a path to optimizing sampling efforts for species of management interest. Here, we document green crab eDNA beyond the previously known invasion front and find that the value of eDNA data dramatically increases with low population densities and low traditional sampling effort, as is often the case at leading-edge locations. We also highlight the detection limits of the molecular assay used in this study, as well as scenarios under which eDNA sampling is unlikely to improve existing management efforts.
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Affiliation(s)
- Abigail G Keller
- School of Marine and Environmental Affairs, University of Washington, Seattle, Washington, USA
| | - Emily W Grason
- Washington Sea Grant, University of Washington, Seattle, Washington, USA
| | - P Sean McDonald
- School of Aquatic & Fishery Sciences, University of Washington, Seattle, Washington, USA
| | - Ana Ramón-Laca
- CICOES, University of Washington at Northwest Fisheries Science Center, Seattle, Washington, USA
| | - Ryan P Kelly
- School of Marine and Environmental Affairs, University of Washington, Seattle, Washington, USA
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Genetic and Phenotypic Characteristics of the Salmo trutta Complex in Italy. APPLIED SCIENCES-BASEL 2022. [DOI: 10.3390/app12073219] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
Salmonid fish have become ecological and research models of study in the field of conservation genetics and genomics. Over the last decade, brown trout have received a high level of interest in research and publications. The term Salmo trutta complex is used to indicate the large number of geographic forms present in the species Salmo trutta. In Europe, the S. trutta complex consists (based on mitochondrial DNA control region analysis) of seven major evolutionary lineages: Atlantic (AT), Mediterranean (ME), Adriatic (AD), Danubian (DA), Marmoratus (MA), Duero (DU) and Tigris (TI). In several nations, the difficulty of identifying some lineages derives from their wide phenotypic and geographic plasticity and the presence of mixed lineages (due to introgressive hybridization with domestic AT populations). In Italy, the S. trutta complex populations living in the Tyrrhenian area and on the main islands (Sicily, Sardinia and Corsica) showed high genetic diversity. Currently, on the Italian Red List, the protected (near threatened) populations are the AD and ME lineages. Recent studies based on traditional (mitochondrial and nuclear markers) and NGS (next-generation sequencing) analyses have clarified some genetic differences between the populations of the Tyrrhenian region, Sicily, Sardinia and Corsica. Native populations in Sardinia belong to the AD lineage, while those living in Corsica are mainly characterized by the AD, MA and ME haplotypes. In Sicily, in the area of the Iblei mountains, an AT lineage (North African) exists. According to some authors, the term Salmo macrostigma should only be used for populations in North Africa. The use of genotyping methods based on mtDNA and nuclear markers and the latest generation sequencing techniques can improve the study of populations and evolutionary lineages in areas where there are overlaps and hybridization phenomena.
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Torgersen CE, Le Pichon C, Fullerton AH, Dugdale SJ, Duda JJ, Giovannini F, Tales É, Belliard J, Branco P, Bergeron NE, Roy ML, Tonolla D, Lamouroux N, Capra H, Baxter CV. Riverscape approaches in practice: perspectives and applications. Biol Rev Camb Philos Soc 2021; 97:481-504. [PMID: 34758515 DOI: 10.1111/brv.12810] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2021] [Revised: 10/12/2021] [Accepted: 10/18/2021] [Indexed: 11/30/2022]
Abstract
Landscape perspectives in riverine ecology have been undertaken increasingly in the last 30 years, leading aquatic ecologists to develop a diverse set of approaches for conceptualizing, mapping and understanding 'riverscapes'. Spatiotemporally explicit perspectives of rivers and their biota nested within the socio-ecological landscape now provide guiding principles and approaches in inland fisheries and watershed management. During the last two decades, scientific literature on riverscapes has increased rapidly, indicating that the term and associated approaches are serving an important purpose in freshwater science and management. We trace the origins and theoretical foundations of riverscape perspectives and approaches and examine trends in the published literature to assess the state of the science and demonstrate how they are being applied to address recent challenges in the management of riverine ecosystems. We focus on approaches for studying and visualizing rivers and streams with remote sensing, modelling and sampling designs that enable pattern detection as seen from above (e.g. river channel, floodplain, and riparian areas) but also into the water itself (e.g. aquatic organisms and the aqueous environment). Key concepts from landscape ecology that are central to riverscape approaches are heterogeneity, scale (resolution, extent and scope) and connectivity (structural and functional), which underpin spatial and temporal aspects of study design, data collection and analysis. Mapping of physical and biological characteristics of rivers and floodplains with high-resolution, spatially intensive techniques improves understanding of the causes and ecological consequences of spatial patterns at multiple scales. This information is crucial for managing river ecosystems, especially for the successful implementation of conservation, restoration and monitoring programs. Recent advances in remote sensing, field-sampling approaches and geospatial technology are making it increasingly feasible to collect high-resolution data over larger scales in space and time. We highlight challenges and opportunities and discuss future avenues of research with emerging tools that can potentially help to overcome obstacles to collecting, analysing and displaying these data. This synthesis is intended to help researchers and resource managers understand and apply these concepts and approaches to address real-world problems in freshwater management.
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Affiliation(s)
- Christian E Torgersen
- U.S. Geological Survey, Forest and Rangeland Ecosystem Science Center, Cascadia Field Station, University of Washington, School of Environmental and Forest Sciences, Box 352100, Seattle, WA, 98195, U.S.A
| | - Céline Le Pichon
- INRAE, HYCAR, Université Paris-Saclay, 1 rue Pierre Gilles de Gennes, CS 10030, Antony Cedex, 92761, France
| | - Aimee H Fullerton
- NOAA, National Marine Fisheries Service, Northwest Fisheries Science Center, Fish Ecology Division, 2725 Montlake Blvd. E., Seattle, WA, 98112, U.S.A
| | - Stephen J Dugdale
- School of Geography, University of Nottingham, University Park, Nottingham, NG7 2RD, U.K
| | - Jeffrey J Duda
- U.S. Geological Survey, Western Fisheries Research Center, 6505 NE 65th St., Seattle, WA, 98115, U.S.A
| | - Floriane Giovannini
- INRAE, DipSO (Directorate for Open Science), 1 rue Pierre Gilles de Gennes, CS 10030, Antony Cedex, 92761, France
| | - Évelyne Tales
- INRAE, HYCAR, Université Paris-Saclay, 1 rue Pierre Gilles de Gennes, CS 10030, Antony Cedex, 92761, France
| | - Jérôme Belliard
- INRAE, HYCAR, Université Paris-Saclay, 1 rue Pierre Gilles de Gennes, CS 10030, Antony Cedex, 92761, France
| | - Paulo Branco
- Centro de Estudos Florestais, Instituto Superior de Agronomia, Universidade de Lisboa, Lisbon, 1349-017, Portugal
| | - Normand E Bergeron
- Institut National de la Recherche Scientifique, Centre Eau Terre Environnement, 490 rue de la Couronne, Québec, QC, G1K 9A9, Canada
| | - Mathieu L Roy
- Environment and Climate Change Canada, 1550 Av. d'Estimauville, Québec, QC, G1J 0C3, Canada
| | - Diego Tonolla
- Institute of Natural Resource Sciences, Zurich University of Applied Sciences, Grüental, Wädenswil, 8820, Switzerland
| | - Nicolas Lamouroux
- INRAE, RiverLy, 5 rue de la Doua, CS 20244, Villeurbanne Cedex, 69625, France
| | - Hervé Capra
- INRAE, RiverLy, 5 rue de la Doua, CS 20244, Villeurbanne Cedex, 69625, France
| | - Colden V Baxter
- Stream Ecology Center, Department of Biological Sciences, Idaho State University, Pocatello, ID, 83209, U.S.A
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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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Penaluna BE, Allen JM, Arismendi I, Levi T, Garcia TS, Walter JK. Better boundaries: identifying the upper extent of fish distributions in forested streams using eDNA and electrofishing. Ecosphere 2021. [DOI: 10.1002/ecs2.3332] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Affiliation(s)
- Brooke E. Penaluna
- Pacific Northwest Research Station U.S. Department of Agriculture, Forest Service 3200 SW Jefferson Way Corvallis Oregon97331USA
| | - Jennifer M. Allen
- Department of Fisheries and Wildlife Oregon State University 104 Nash Hall Corvallis Oregon97331USA
| | - Ivan Arismendi
- Department of Fisheries and Wildlife Oregon State University 104 Nash Hall Corvallis Oregon97331USA
| | - Taal Levi
- Department of Fisheries and Wildlife Oregon State University 104 Nash Hall Corvallis Oregon97331USA
| | - Tiffany S. Garcia
- Department of Fisheries and Wildlife Oregon State University 104 Nash Hall Corvallis Oregon97331USA
| | - Jason K. Walter
- Weyerhaeuser Centralia Research Center 505 North Pearl Street Centralia Washington98531USA
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12
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Kirtane A, Atkinson JD, Sassoubre L. Design and Validation of Passive Environmental DNA Samplers Using Granular Activated Carbon and Montmorillonite Clay. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2020; 54:11961-11970. [PMID: 32659082 DOI: 10.1021/acs.est.0c01863] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
Environmental DNA (eDNA) analysis is gaining prominence as a tool for species and biodiversity monitoring in aquatic environments. eDNA shed by organisms is captured in grab samples, concentrated by filtration, extracted, and analyzed using molecular methods. Conventional capture and filtration methods are limited because (1) filtration does not capture all extracellular DNA, (2) eDNA can degrade during sample transport and storage, (3) filters often clog in turbid waters, reducing the eDNA captured, and (4) grab samples are time sensitive due to pulse eDNA inputs. To address these limitations, this work designs and validates Passive Environmental DNA Samplers (PEDS). PEDS consist of an adsorbent-filled sachet that is suspended in water to collect eDNA over time. Both extracellular and cellular DNA are captured, and the extracellular DNA is protected from degradation. The eDNA captured over time may be more representative than a grab sample. Two adsorbents, Montmorillonite Clay (MC) and Granular Activated Carbon (GAC), are tested. In laboratory experiments, MC-PEDS adsorbed five times more extracellular DNA and desorbed up to four times more than GAC-PEDS (despite high levels of eDNA loss during desorption). In microcosm and field experiments, GAC-PEDS captured over an order of magnitude more eDNA than MC-PEDS. Field results further validated PEDS as an effective eDNA capture method compared to conventional methods.
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Affiliation(s)
- Anish Kirtane
- Department of Civil, Structural, and Environmental Engineering, The State University of New York at Buffalo, Buffalo, New York 14228, United States
| | - John D Atkinson
- Department of Civil, Structural, and Environmental Engineering, The State University of New York at Buffalo, Buffalo, New York 14228, United States
| | - Lauren Sassoubre
- Department of Civil, Structural, and Environmental Engineering, The State University of New York at Buffalo, Buffalo, New York 14228, United States
- Department of Engineering, University of San Francisco, San Francisco, California 94117, United States
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13
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Sanches TM, Schreier AD. Optimizing an eDNA protocol for estuarine environments: Balancing sensitivity, cost and time. PLoS One 2020; 15:e0233522. [PMID: 32437479 PMCID: PMC7241769 DOI: 10.1371/journal.pone.0233522] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2019] [Accepted: 05/06/2020] [Indexed: 11/24/2022] Open
Abstract
Environmental DNA (eDNA) analysis has gained traction as a precise and cost-effective method for species and waterways management. To date, publications on eDNA protocol optimization have focused primarily on DNA yield. Therefore, it has not been possible to evaluate the cost and speed of specific components of the eDNA protocol, such as water filtration and DNA extraction method when designing or choosing an eDNA protocol. At the same time, these two parameters are essential for the experimental design of a project. Here we evaluate and rank 27 different eDNA protocols in the context of Chinook salmon (Oncorhynchus tshawytscha) eDNA detection in an estuarine environment. We present a comprehensive evaluation of multiple eDNA protocol parameters, balancing time, cost and DNA yield. We collected samples composed of 500 mL estuarine water from Deverton Slough (38°11'16.7"N 121°58'34.5"W) and 500 mL from tank water containing 1.3 juvenile Chinook Salmon per liter. Then, we compared extraction methods, filter types, use of inhibitor removal kit for DNA yield, processing time, and protocol cost. Lastly, we used an MCMC algorithm together with machine learning to understand the DNA yield of each step of the protocol as well as the interactions between those steps. Glass fiber filtration was to be the most resilient to high turbidites, filtering the samples in 2.32 ± 0.08 min instead of 14.16 ± 1.86 min and 6.72 ± 1.99 min for nitrocellulose and paper filter N1, respectively. The filtration DNA yield percentages for paper filter N1, glass fiber, and nitrocellulose were 0.00045 ± 0.00013, 0.00107 ± 0.00013, 0.00172 ± 0.00013. The DNA extraction yield percentage for QIagen, dipstick, NaOH, magnetic beads, and direct dipstick ranged from 0.047 ± 0.0388 to 0.475 ± 0.0357. For estuarine waters, which are challenging for eDNA studies due to high turbidity, variable salinity, and the presence of PCR inhibitors, we found that a protocol combining glass filters, magnetic beads, and an extra step for PCR inhibitor removal, is the method that best balances time, cost, and yield. In addition, we provide a generalized decision tree for determining the optimal eDNA protocol for other studies in aquatic systems. Our findings should be applicable to most aquatic environments and provide a clear guide for determining which eDNA protocol should be used under different study constraints.
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Affiliation(s)
- Thiago M. Sanches
- Department of Animal Science, University of California-Davis, Davis, California, United States of America
- * E-mail:
| | - Andrea D. Schreier
- Department of Animal Science, University of California-Davis, Davis, California, United States of America
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14
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O'Sullivan AM, Samways KM, Perreault A, Hernandez C, Gautreau MD, Curry RA, Bernatchez L. Space invaders: Searching for invasive Smallmouth Bass ( Micropterus dolomieu) in a renowned Atlantic Salmon ( Salmo salar) river. Ecol Evol 2020; 10:2588-2596. [PMID: 32185004 PMCID: PMC7069312 DOI: 10.1002/ece3.6088] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2020] [Revised: 01/16/2020] [Accepted: 01/20/2020] [Indexed: 11/11/2022] Open
Abstract
Humans have the ability to permanently alter aquatic ecosystems and the introduction of species is often the most serious alteration. Non-native Smallmouth Bass (Micropterus dolomieu) were identified in Miramichi Lake c. 2008, which is a headwater tributary to the Southwest Miramichi River, a renowned Atlantic Salmon (Salmo salar) river whose salmon population is dwindling. A containment programme managed by the Department of Fisheries and Oceans, Canada (DFO) was implemented in 2009 to confine Smallmouth Bass (SMB) to the lake. We utilized environmental DNA (eDNA) as a detection tool to establish the potential escape of SMB into the Southwest Miramichi River. We sampled at 26 unique sites within Miramichi Lake, the outlet of Miramichi Lake (Lake Brook), which flows into the main stem Southwest Miramichi River, and the main stem Southwest Miramichi River between August and October 2017. We observed n = 6 positive detections located in the lake, Lake Brook, and the main stem Southwest Miramichi downstream of the lake. No detections were observed upstream of the confluence of Lake Brook and the main stem Southwest Miramichi. The spatial pattern of positive eDNA detections downstream of the lake suggests the presence of individual fish versus lake-sourced DNA in the outlet stream discharging to the main river. Smallmouth Bass were later confirmed by visual observation during a snorkeling campaign, and angling. Our results, both eDNA and visual confirmation, definitively show Smallmouth Bass now occupy the main stem of the Southwest Miramichi.
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Affiliation(s)
- Antóin M. O'Sullivan
- Canadian Rivers InstituteUniversity of New BrunswickFrederictonNBCanada
- Faculty of Forestry and Environmental ManagementUniversity of New BrunswickFrederictonNBCanada
| | - Kurt M. Samways
- Canadian Rivers InstituteUniversity of New BrunswickFrederictonNBCanada
- Department of Biological SciencesUniversity of New BrunswickSaint JohnNBCanada
| | - Alysse Perreault
- Institut de Biologie Intégrative et des Systèmes (IBIS)Pavillon Charles‐Eugène Marchand, Université LavalQuébecQCCanada
| | - Cécilia Hernandez
- Institut de Biologie Intégrative et des Systèmes (IBIS)Pavillon Charles‐Eugène Marchand, Université LavalQuébecQCCanada
| | - Mark D. Gautreau
- Canadian Rivers InstituteUniversity of New BrunswickFrederictonNBCanada
- Department of BiologyUniversity of New BrunswickFrederictonNBCanada
| | - R. Allen Curry
- Canadian Rivers InstituteUniversity of New BrunswickFrederictonNBCanada
- Faculty of Forestry and Environmental ManagementUniversity of New BrunswickFrederictonNBCanada
- Department of BiologyUniversity of New BrunswickFrederictonNBCanada
| | - Louis Bernatchez
- Institut de Biologie Intégrative et des Systèmes (IBIS)Pavillon Charles‐Eugène Marchand, Université LavalQuébecQCCanada
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16
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Franklin TW, Wilcox TM, McKelvey KS, Greaves SE, Dysthe JC, Young MK, Schwartz MK, Lindstrom J. Repurposing Environmental DNA Samples to Verify the Distribution of Rocky Mountain Tailed Frogs in the Warm Springs Creek Basin, Montana. NORTHWEST SCIENCE 2019. [DOI: 10.3955/046.093.0108] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Thomas W. Franklin
- US Department of Agriculture, Forest Service, National Genomics Center for Wildlife and Fish Conservation, Rocky Mountain Research Station, 800 E. Beckwith Avenue, Missoula, Montana 59801
| | - Taylor M. Wilcox
- US Department of Agriculture, Forest Service, National Genomics Center for Wildlife and Fish Conservation, Rocky Mountain Research Station, 800 E. Beckwith Avenue, Missoula, Montana 59801
| | - Kevin S. McKelvey
- US Department of Agriculture, Forest Service, National Genomics Center for Wildlife and Fish Conservation, Rocky Mountain Research Station, 800 E. Beckwith Avenue, Missoula, Montana 59801
| | - Samuel E. Greaves
- US Department of Agriculture, Forest Service, National Genomics Center for Wildlife and Fish Conservation, Rocky Mountain Research Station, 800 E. Beckwith Avenue, Missoula, Montana 59801
| | - Joseph C. Dysthe
- US Department of Agriculture, Forest Service, National Genomics Center for Wildlife and Fish Conservation, Rocky Mountain Research Station, 800 E. Beckwith Avenue, Missoula, Montana 59801
| | - Michael K. Young
- US Department of Agriculture, Forest Service, National Genomics Center for Wildlife and Fish Conservation, Rocky Mountain Research Station, 800 E. Beckwith Avenue, Missoula, Montana 59801
| | - Michael K. Schwartz
- US Department of Agriculture, Forest Service, National Genomics Center for Wildlife and Fish Conservation, Rocky Mountain Research Station, 800 E. Beckwith Avenue, Missoula, Montana 59801
| | - Jason Lindstrom
- Montana Fish, Wildlife and Parks, PO Box 24, Anaconda, Montana 59711
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Adams CIM, Knapp M, Gemmell NJ, Jeunen GJ, Bunce M, Lamare MD, Taylor HR. Beyond Biodiversity: Can Environmental DNA (eDNA) Cut It as a Population Genetics Tool? Genes (Basel) 2019; 10:E192. [PMID: 30832286 PMCID: PMC6470983 DOI: 10.3390/genes10030192] [Citation(s) in RCA: 83] [Impact Index Per Article: 16.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2019] [Revised: 02/19/2019] [Accepted: 02/26/2019] [Indexed: 01/23/2023] Open
Abstract
Population genetic data underpin many studies of behavioral, ecological, and evolutionary processes in wild populations and contribute to effective conservation management. However, collecting genetic samples can be challenging when working with endangered, invasive, or cryptic species. Environmental DNA (eDNA) offers a way to sample genetic material non-invasively without requiring visual observation. While eDNA has been trialed extensively as a biodiversity and biosecurity monitoring tool with a strong taxonomic focus, it has yet to be fully explored as a means for obtaining population genetic information. Here, we review current research that employs eDNA approaches for the study of populations. We outline challenges facing eDNA-based population genetic methodologies, and suggest avenues of research for future developments. We advocate that with further optimizations, this emergent field holds great potential as part of the population genetics toolkit.
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Affiliation(s)
- Clare I M Adams
- Department of Anatomy, University of Otago, 270 Great King Street, Dunedin, Otago 9016, New Zealand.
| | - Michael Knapp
- Department of Anatomy, University of Otago, 270 Great King Street, Dunedin, Otago 9016, New Zealand.
| | - Neil J Gemmell
- Department of Anatomy, University of Otago, 270 Great King Street, Dunedin, Otago 9016, New Zealand.
| | - Gert-Jan Jeunen
- Department of Anatomy, University of Otago, 270 Great King Street, Dunedin, Otago 9016, New Zealand.
| | - Michael Bunce
- Trace and Environmental DNA (TrEnD) Laboratory, School of Molecular and Life Sciences, Curtin University, Bentley, Perth, WA 6102, Australia.
| | - Miles D Lamare
- Department of Marine Science, University of Otago, 310 Castle Street, Dunedin, Otago 9016, New Zealand.
| | - Helen R Taylor
- Department of Anatomy, University of Otago, 270 Great King Street, Dunedin, Otago 9016, New Zealand.
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Coble AA, Flinders CA, Homyack JA, Penaluna BE, Cronn RC, Weitemier K. eDNA as a tool for identifying freshwater species in sustainable forestry: A critical review and potential future applications. THE SCIENCE OF THE TOTAL ENVIRONMENT 2019; 649:1157-1170. [PMID: 30308887 DOI: 10.1016/j.scitotenv.2018.08.370] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/05/2018] [Revised: 08/23/2018] [Accepted: 08/26/2018] [Indexed: 06/08/2023]
Abstract
Environmental DNA (eDNA) is an emerging biological monitoring tool that can aid in assessing the effects of forestry and forest manufacturing activities on biota. Monitoring taxa across broad spatial and temporal scales is necessary to ensure forest management and forest manufacturing activities meet their environmental goals of maintaining biodiversity. Our objectives are to describe potential applications of eDNA across the wood products supply chain extending from regenerating forests, harvesting, and wood transport, to manufacturing facilities, and to review the current state of the science in this context. To meet our second objective, we summarize the taxa examined with targeted (PCR, qPCR or ddPCR) or metagenomic eDNA methods (eDNA metabarcoding), evaluate how estimated species richness compares between traditional field sampling and eDNA metabarcoding approaches, and compare the geographical representation of prior eDNA studies in freshwater ecosystems to global wood baskets. Potential applications of eDNA include evaluating the effects of forestry and forest manufacturing activities on aquatic biota, delineating fish-bearing versus non fish-bearing reaches, evaluating effectiveness of constructed road crossings for freshwater organism passage, and determining the presence of at-risk species. Studies using targeted eDNA approaches focused on fish, amphibians, and invertebrates, while metagenomic studies focused on fish, invertebrates, and microorganisms. Rare, threatened, or endangered species received the least attention in targeted eDNA research, but are arguably of greatest interest to sustainable forestry and forest manufacturing that seek to preserve freshwater biodiversity. Ultimately, using eDNA methods will enable forestry and forest manufacturing managers to have data-driven prioritization for conservation actions for all freshwater species.
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Affiliation(s)
- Ashley A Coble
- NCASI, 227 NW Third Street, Corvallis, OR 97330, United States of America.
| | | | - Jessica A Homyack
- Weyerhaeuser Company, 505 North Pearl Street, Centralia, WA 98531, United States of America
| | - Brooke E Penaluna
- Pacific Northwest Research Station, US Forest Service, 3200 SW Jefferson Way, Corvallis, OR 97331, United States of America
| | - Richard C Cronn
- Pacific Northwest Research Station, US Forest Service, 3200 SW Jefferson Way, Corvallis, OR 97331, United States of America
| | - Kevin Weitemier
- Department of Fisheries and Wildlife, Oregon State University, 104 Nash Hall, Corvallis, OR 97331, United States of America
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19
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Mason DH, Dysthe JC, Franklin TW, Skorupski JA, Young MK, McKelvey KS, Schwartz MK. qPCR detection of Sturgeon chub (Macrhybopsis gelida) DNA in environmental samples. PLoS One 2019; 13:e0209601. [PMID: 30596729 PMCID: PMC6312230 DOI: 10.1371/journal.pone.0209601] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2018] [Accepted: 12/07/2018] [Indexed: 11/18/2022] Open
Abstract
The Sturgeon chub (Macrhybopsis gelida) is a cyprinid fish native to the Missouri and Mississippi River basins of the U.S. Suspected long-term declines in the size of its distribution have prompted a review of its conservation status by the U.S. Fish and Wildlife Service, a process which depends on reliable methods to delineate the distribution and status of extant populations. To facilitate monitoring of Sturgeon chub populations, we developed a quantitative PCR assay to detect Sturgeon chub DNA in environmental samples. The assay consistently detected Sturgeon chub DNA in concentrations as low as 2 copies per reaction, and did not amplify DNA from non-target fish species that are sympatric in the upper Missouri River basin. Field tests of this assay with environmental samples successfully detected Sturgeon chub from sites known to be occupied. This assay offers an extremely sensitive methodology that can be applied to determine the range of Sturgeon chub, regardless of variation in habitat characteristics.
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Affiliation(s)
- Daniel H. Mason
- National Genomics Center for Wildlife and Fish Conservation, Rocky Mountain Research Station, United States Forest Service, Missoula, Montana, United States of America
- * E-mail:
| | - Joseph C. Dysthe
- National Genomics Center for Wildlife and Fish Conservation, Rocky Mountain Research Station, United States Forest Service, Missoula, Montana, United States of America
| | - Thomas W. Franklin
- National Genomics Center for Wildlife and Fish Conservation, Rocky Mountain Research Station, United States Forest Service, Missoula, Montana, United States of America
| | | | - Michael K. Young
- National Genomics Center for Wildlife and Fish Conservation, Rocky Mountain Research Station, United States Forest Service, Missoula, Montana, United States of America
| | - Kevin S. McKelvey
- National Genomics Center for Wildlife and Fish Conservation, Rocky Mountain Research Station, United States Forest Service, Missoula, Montana, United States of America
| | - Michael K. Schwartz
- National Genomics Center for Wildlife and Fish Conservation, Rocky Mountain Research Station, United States Forest Service, Missoula, Montana, United States of America
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20
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Minamoto T, Hayami K, Sakata MK, Imamura A. Real‐time polymerase chain reaction assays for environmental DNA detection of three salmonid fish in Hokkaido, Japan: Application to winter surveys. Ecol Res 2018. [DOI: 10.1111/1440-1703.1018] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Affiliation(s)
- Toshifumi Minamoto
- Graduate School of Human Development and Environment Kobe University Kobe Japan
| | - Kana Hayami
- Graduate School of Human Development and Environment Kobe University Kobe Japan
| | - Masayuki K. Sakata
- Graduate School of Human Development and Environment Kobe University Kobe Japan
| | - Akio Imamura
- Faculty of Education Hokkaido University of Education, Asahikawa Campus Asahikawa Japan
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21
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Menning D, Simmons T, Talbot S. Using redundant primer sets to detect multiple native Alaskan fish species from environmental DNA. CONSERV GENET RESOUR 2018. [DOI: 10.1007/s12686-018-1071-7] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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22
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Wilcox TM, Young MK, McKelvey KS, Isaak DJ, Horan DL, Schwartz MK. Fine‐scale environmental
DNA
sampling reveals climate‐mediated interactions between native and invasive trout species. Ecosphere 2018. [DOI: 10.1002/ecs2.2500] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023] Open
Affiliation(s)
- Taylor M. Wilcox
- U.S. Department of Agriculture, Forest Service National Genomics Center for Wildlife and Fish Conservation Rocky Mountain Research Station 800 E. Beckwith Avenue Missoula Montana 59801 USA
| | - Michael K. Young
- U.S. Department of Agriculture, Forest Service National Genomics Center for Wildlife and Fish Conservation Rocky Mountain Research Station 800 E. Beckwith Avenue Missoula Montana 59801 USA
| | - Kevin S. McKelvey
- U.S. Department of Agriculture, Forest Service National Genomics Center for Wildlife and Fish Conservation Rocky Mountain Research Station 800 E. Beckwith Avenue Missoula Montana 59801 USA
| | - Daniel J. Isaak
- U.S. Department of Agriculture, Forest Service Rocky Mountain Research Station Boise Idaho 83702 USA
| | - Dona L. Horan
- U.S. Department of Agriculture, Forest Service Rocky Mountain Research Station Boise Idaho 83702 USA
| | - Michael K. Schwartz
- U.S. Department of Agriculture, Forest Service National Genomics Center for Wildlife and Fish Conservation Rocky Mountain Research Station 800 E. Beckwith Avenue Missoula Montana 59801 USA
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Dysthe JC, Franklin TW, McKelvey KS, Young MK, Schwartz MK. An improved environmental DNA assay for bull trout (Salvelinus confluentus) based on the ribosomal internal transcribed spacer I. PLoS One 2018; 13:e0206851. [PMID: 30399172 PMCID: PMC6219789 DOI: 10.1371/journal.pone.0206851] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2018] [Accepted: 10/19/2018] [Indexed: 11/30/2022] Open
Abstract
The majority of environmental DNA (eDNA) assays for vertebrate species are based on commonly analyzed regions of the mitochondrial genome. However, the high degree of mitochondrial similarity between two species of charr (Salvelinus spp.), southern Dolly Varden (S. malma lordii) and bull trout (Salvelinus confluentus), precludes the development of a mitochondrial eDNA assay to distinguish them. Presented here is an eDNA assay to detect bull trout based on the first ribosomal internal transcribed spacer (ITSI), a nuclear marker. This assay successfully detects bull trout and avoids detecting Dolly Varden as well as brook trout (S. fontinalis), Arctic char (S. alpinus), and lake trout (S. namaycush). In addition, this assay was compared with an extensively used mitochondrial bull trout assay and it was found that the ITSI-based assay produced higher detectability. Our results suggest this assay should out-perform the published mtDNA assay across the range of bull trout, while the added specificity allows reliable bull trout detection in areas where bull trout co-occur with other charr such as Dolly Varden. While clearly a superior assay in this instance, basing assays on ITSI is not without problems. For vertebrates, there are fewer ITSI sequences available than commonly sequenced regions of the mitochondrial genome. Thus, the initial in silico screening of candidate assays must be preceded by much more extensive sampling and sequencing of sympatric or closely related taxa. Further, all copies of the internal transcribed spacers within an individual may not be identical, which can lead to complications. Lastly, the copy number for ITSI varies widely across taxa; the greater detectability associated with this assay cannot be assumed for other species.
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Affiliation(s)
- Joseph C. Dysthe
- U.S. Forest Service, National Genomics Center for Wildlife and Fish Conservation, Rocky Mountain Research Station, Missoula, Montana, United States of America
- * E-mail:
| | - Thomas W. Franklin
- U.S. Forest Service, National Genomics Center for Wildlife and Fish Conservation, Rocky Mountain Research Station, Missoula, Montana, United States of America
| | - Kevin S. McKelvey
- U.S. Forest Service, National Genomics Center for Wildlife and Fish Conservation, Rocky Mountain Research Station, Missoula, Montana, United States of America
| | - Michael K. Young
- U.S. Forest Service, National Genomics Center for Wildlife and Fish Conservation, Rocky Mountain Research Station, Missoula, Montana, United States of America
| | - Michael K. Schwartz
- U.S. Forest Service, National Genomics Center for Wildlife and Fish Conservation, Rocky Mountain Research Station, Missoula, Montana, United States of America
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Nukazawa K, Hamasuna Y, Suzuki Y. Simulating the Advection and Degradation of the Environmental DNA of Common Carp along a River. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2018; 52:10562-10570. [PMID: 30102525 DOI: 10.1021/acs.est.8b02293] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
The environmental DNA (eDNA) method is a novel technique for precise and efficient biological surveillance. Although eDNA has been widely used to monitor various freshwater organisms, eDNA dynamics in streams remain poorly understood. In this study, we investigated the eDNA dynamics of common carp ( Cyprinus carpio) in a forested headwater stream affected by the effluent from a carp farm. We evaluated the longitudinal variation in carp eDNA along a river downstream from the farm and performed a temporal eDNA decay experiment using digital polymerase chain reaction. On the basis of the resulting decay constants, we built a model to simulate the advection and degradation of eDNA along the studied river. The observed eDNA flux (concentration multiplied by flow rate) decreased exponentially with distance downstream from the farm, and eDNA was detected 3 km downstream of the farm. Although the water temperatures were similar, the eDNA decay constant was lower in autumn than in summer. The simulated eDNA concentration was markedly larger (>10 times) than the observed concentration, suggesting that eDNA removal is accelerated in the stream environment compared to in conventional experimental settings.
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Affiliation(s)
- Kei Nukazawa
- Department of Civil and Environmental Engineering, Faculty of Engineering , University of Miyazaki , 1-1 Gakuen Kibanadai-Nishi , Miyazaki 889-2192 , Japan
| | - Yuki Hamasuna
- Department of Civil and Environmental Engineering, Faculty of Engineering , University of Miyazaki , 1-1 Gakuen Kibanadai-Nishi , Miyazaki 889-2192 , Japan
| | - Yoshihiro Suzuki
- Department of Civil and Environmental Engineering, Faculty of Engineering , University of Miyazaki , 1-1 Gakuen Kibanadai-Nishi , Miyazaki 889-2192 , Japan
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25
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Environmental DNA (eDNA): A Promising Biological Survey Tool for Aquatic Species Detection. ACTA ACUST UNITED AC 2018. [DOI: 10.1007/s12595-018-0268-9] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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26
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Wilcox TM, Zarn KE, Piggott MP, Young MK, McKelvey KS, Schwartz MK. Capture enrichment of aquatic environmental DNA: A first proof of concept. Mol Ecol Resour 2018; 18:1392-1401. [DOI: 10.1111/1755-0998.12928] [Citation(s) in RCA: 36] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2017] [Revised: 06/14/2018] [Accepted: 06/25/2018] [Indexed: 01/08/2023]
Affiliation(s)
- Taylor M. Wilcox
- Rocky Mountain Research Station National Genomics Center for Wildlife and Fish Conservation U.S. Department of Agriculture, Forest Service Missoula Montana
- University of Montana W.A. Franke College of Forestry & Conservation Missoula Montana
- Division of Ecology and Evolution Research School of Biology The Australian National University Canberra, Acton Australian Capital Territory Australia
| | - Katherine E. Zarn
- Rocky Mountain Research Station National Genomics Center for Wildlife and Fish Conservation U.S. Department of Agriculture, Forest Service Missoula Montana
- University of Montana W.A. Franke College of Forestry & Conservation Missoula Montana
| | - Maxine P. Piggott
- Division of Ecology and Evolution Research School of Biology The Australian National University Canberra, Acton Australian Capital Territory Australia
| | - Michael K. Young
- Rocky Mountain Research Station National Genomics Center for Wildlife and Fish Conservation U.S. Department of Agriculture, Forest Service Missoula Montana
| | - Kevin S. McKelvey
- Rocky Mountain Research Station National Genomics Center for Wildlife and Fish Conservation U.S. Department of Agriculture, Forest Service Missoula Montana
| | - Michael K. Schwartz
- Rocky Mountain Research Station National Genomics Center for Wildlife and Fish Conservation U.S. Department of Agriculture, Forest Service Missoula Montana
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Franklin TW, Dysthe JC, Golden M, McKelvey KS, Hossack BR, Carim KJ, Tait C, Young MK, Schwartz MK. Inferring presence of the western toad (Anaxyrus boreas) species complex using environmental DNA. Glob Ecol Conserv 2018. [DOI: 10.1016/j.gecco.2018.e00438] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
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28
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Development of quantitative PCR assays for the detection and quantification of lake sturgeon (Acipenser fulvescens) environmental DNA. CONSERV GENET RESOUR 2018. [DOI: 10.1007/s12686-018-1054-8] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
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29
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Quaglietta L, Paupério J, Martins FMS, Alves PC, Beja P. Recent range contractions in the globally threatened Pyrenean desman highlight the importance of stream headwater refugia. Anim Conserv 2018. [DOI: 10.1111/acv.12422] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Affiliation(s)
- L. Quaglietta
- CIBIO/InBio; Centro de Investigação em Biodiversidade e Recursos Genéticos; Universidade do Porto; Vairão Portugal
- CEABN/InBio; Centro de Ecologia Aplicada “Professor Baeta Neves”; Instituto Superior de Agronomia; Universidade de Lisboa; Tapada da Ajuda; Lisboa Portugal
| | - J. Paupério
- CIBIO/InBio; Centro de Investigação em Biodiversidade e Recursos Genéticos; Universidade do Porto; Vairão Portugal
| | - F. M. S. Martins
- CIBIO/InBio; Centro de Investigação em Biodiversidade e Recursos Genéticos; Universidade do Porto; Vairão Portugal
| | - P. C. Alves
- CIBIO/InBio; Centro de Investigação em Biodiversidade e Recursos Genéticos; Universidade do Porto; Vairão Portugal
- Departamento de Biologia; Faculdade de Ciências da Universidade do Porto; Porto Portugal
- Wildlife Biology Program; University of Montana; Missoula MT USA
| | - P. Beja
- CIBIO/InBio; Centro de Investigação em Biodiversidade e Recursos Genéticos; Universidade do Porto; Vairão Portugal
- CEABN/InBio; Centro de Ecologia Aplicada “Professor Baeta Neves”; Instituto Superior de Agronomia; Universidade de Lisboa; Tapada da Ajuda; Lisboa Portugal
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Franklin TW, Dysthe JC, Rubenson ES, Carim KJ, Olden JD, McKelvey KS, Young MK, Schwartz MK. A Non-Invasive Sampling Method for Detecting Non-Native Smallmouth Bass (Micropterus dolomieu). NORTHWEST SCIENCE 2018. [DOI: 10.3955/046.092.0207] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Thomas W. Franklin
- United States Department of Agriculture, Forest Service, National Genomics Center for Wildlife and Fish Conservation, Rocky Mountain Research Station, Missoula, Montana 59801
| | - Joseph C. Dysthe
- United States Department of Agriculture, Forest Service, National Genomics Center for Wildlife and Fish Conservation, Rocky Mountain Research Station, Missoula, Montana 59801
| | - Erika S. Rubenson
- School of Aquatic and Fishery Sciences, University of Washington, 1122 NE Boat Street, Seattle, Washington 98195
| | - Kellie J. Carim
- United States Department of Agriculture, Forest Service, National Genomics Center for Wildlife and Fish Conservation, Rocky Mountain Research Station, Missoula, Montana 59801
| | - Julian D. Olden
- School of Aquatic and Fishery Sciences, University of Washington, 1122 NE Boat Street, Seattle, Washington 98195
| | - Kevin S. McKelvey
- United States Department of Agriculture, Forest Service, National Genomics Center for Wildlife and Fish Conservation, Rocky Mountain Research Station, Missoula, Montana 59801
| | - Michael K. Young
- United States Department of Agriculture, Forest Service, National Genomics Center for Wildlife and Fish Conservation, Rocky Mountain Research Station, Missoula, Montana 59801
| | - Michael K. Schwartz
- United States Department of Agriculture, Forest Service, National Genomics Center for Wildlife and Fish Conservation, Rocky Mountain Research Station, Missoula, Montana 59801
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Ostberg CO, Chase DM, Hayes MC, Duda JJ. Distribution and seasonal differences in Pacific Lamprey and Lampetra spp eDNA across 18 Puget Sound watersheds. PeerJ 2018; 6:e4496. [PMID: 29576966 PMCID: PMC5858536 DOI: 10.7717/peerj.4496] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2017] [Accepted: 02/21/2018] [Indexed: 01/16/2023] Open
Abstract
Lampreys have a worldwide distribution, are functionally important to ecological communities and serve significant roles in many cultures. In Pacific coast drainages of North America, lamprey populations have suffered large declines. However, lamprey population status and trends within many areas of this region are unknown and such information is needed for advancing conservation goals. We developed two quantitative PCR-based, aquatic environmental DNA (eDNA) assays for detection of Pacific Lamprey (Entosphenus tridentatus) and Lampetra spp, using locked nucleic acids (LNAs) in the probe design. We used these assays to characterize the spatial distribution of lamprey in 18 watersheds of Puget Sound, Washington, by collecting water samples in spring and fall. Pacific Lamprey and Lampetra spp were each detected in 14 watersheds and co-occurred in 10 watersheds. Lamprey eDNA detection rates were much higher in spring compared to fall. Specifically, the Pacific Lamprey eDNA detection rate was 3.5 times higher in spring and the Lampetra spp eDNA detection rate was 1.5 times higher in spring even though larval lamprey are present in streams year-round. This significant finding highlights the importance of seasonality on eDNA detection. Higher stream discharge in the fall likely contributed to reduced eDNA detection rates, although seasonal life history events may have also contributed. These eDNA assays differentiate Pacific Lamprey and Lampetra spp across much of their range along the west coast of North America. Sequence analysis indicates the Pacific Lamprey assay also targets other Entosphenus spp and indicates the Lampetra spp assay may have limited or no capability of detecting Lampetra in some locations south of the Columbia River Basin. Nevertheless, these assays will serve as a valuable tool for resource managers and have direct application to lamprey conservation efforts, such as mapping species distributions, occupancy modeling, and monitoring translocations and reintroductions.
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Affiliation(s)
- Carl O Ostberg
- Western Fisheries Research Center, U.S. Geological Survey, Seattle, WA, United States of America
| | - Dorothy M Chase
- Western Fisheries Research Center, U.S. Geological Survey, Seattle, WA, United States of America
| | - Michael C Hayes
- Western Fisheries Research Center, U.S. Geological Survey, Seattle, WA, United States of America
| | - Jeffrey J Duda
- Western Fisheries Research Center, U.S. Geological Survey, Seattle, WA, United States of America
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Dysthe JC, Rodgers T, Franklin TW, Carim KJ, Young MK, McKelvey KS, Mock KE, Schwartz MK. Repurposing environmental DNA samples-detecting the western pearlshell ( Margaritifera falcata) as a proof of concept. Ecol Evol 2018; 8:2659-2670. [PMID: 29531684 PMCID: PMC5838043 DOI: 10.1002/ece3.3898] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2017] [Revised: 12/20/2017] [Accepted: 01/11/2018] [Indexed: 01/17/2023] Open
Abstract
Information on the distribution of multiple species in a common landscape is fundamental to effective conservation and management. However, distribution data are expensive to obtain and often limited to high-profile species in a system. A recently developed technique, environmental DNA (eDNA) sampling, has been shown to be more sensitive than traditional detection methods for many aquatic species. A second and perhaps underappreciated benefit of eDNA sampling is that a sample originally collected to determine the presence of one species can be re-analyzed to detect additional taxa without additional field effort. We developed an eDNA assay for the western pearlshell mussel (Margaritifera falcata) and evaluated its effectiveness by analyzing previously collected eDNA samples that were annotated with information including sample location and deposited in a central repository. The eDNA samples were initially collected to determine habitat occupancy by nonbenthic fish species at sites that were in the vicinity of locations recently occupied by western pearlshell. These repurposed eDNA samples produced results congruent with historical western pearlshell surveys and permitted a more precise delineation of the extent of local populations. That a sampling protocol designed to detect fish was also successful for detecting a freshwater mussel suggests that rapidly accumulating collections of eDNA samples can be repurposed to enhance the efficiency and cost-effectiveness of aquatic biodiversity monitoring.
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Affiliation(s)
- Joseph C. Dysthe
- U.S. Forest ServiceNational Genomics Center for Wildlife and Fish ConservationRocky Mountain Research StationMissoulaMTUSA
| | - Torrey Rodgers
- Ecology Center and Wildland Resources DepartmentUtah State UniversityLoganUTUSA
| | - Thomas W. Franklin
- U.S. Forest ServiceNational Genomics Center for Wildlife and Fish ConservationRocky Mountain Research StationMissoulaMTUSA
| | - Kellie J. Carim
- U.S. Forest ServiceNational Genomics Center for Wildlife and Fish ConservationRocky Mountain Research StationMissoulaMTUSA
| | - Michael K. Young
- U.S. Forest ServiceNational Genomics Center for Wildlife and Fish ConservationRocky Mountain Research StationMissoulaMTUSA
| | - Kevin S. McKelvey
- U.S. Forest ServiceNational Genomics Center for Wildlife and Fish ConservationRocky Mountain Research StationMissoulaMTUSA
| | - Karen E. Mock
- Ecology Center and Wildland Resources DepartmentUtah State UniversityLoganUTUSA
| | - Michael K. Schwartz
- U.S. Forest ServiceNational Genomics Center for Wildlife and Fish ConservationRocky Mountain Research StationMissoulaMTUSA
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Rodgers T. Proper fin-clip sample collection for molecular analyses in the age of eDNA. JOURNAL OF FISH BIOLOGY 2017; 91:1265-1267. [PMID: 28990657 DOI: 10.1111/jfb.13485] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/09/2017] [Accepted: 09/12/2017] [Indexed: 06/07/2023]
Affiliation(s)
- T Rodgers
- Department of Wildland Resources, Utah State University, 5230 Old Main Hill, Logan, UT, 84322, U.S.A
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Dysthe JC, Carim KJ, Ruggles M, McKelvey KS, Young MK, Schwartz MK. Environmental DNA assays for the sister taxa sauger (Sander canadensis) and walleye (Sander vitreus). PLoS One 2017; 12:e0176459. [PMID: 28441436 PMCID: PMC5404789 DOI: 10.1371/journal.pone.0176459] [Citation(s) in RCA: 2] [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: 12/05/2016] [Accepted: 04/11/2017] [Indexed: 11/23/2022] Open
Abstract
Sauger (Sander canadensis) and walleye (S. vitreus) are percid fishes that naturally co-occur throughout much of the eastern United States. The native range of sauger extends into the upper Missouri River drainage where walleye did not historically occur, but have been stocked as a sport fish. Sauger populations have been declining due to habitat loss, fragmentation, and competition with non-native species, such as walleye. To effectively manage sauger populations, it is necessary to identify areas where sauger occur, and particularly where they co-occur with walleye. We developed quantitative PCR assays that can detect sauger and walleye DNA in filtered water samples. Each assay efficiently detected low quantities of target DNA and failed to detect DNA of non-target species with which they commonly co-occur.
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Affiliation(s)
- Joseph C. Dysthe
- United States Department of Agriculture, Forest Service, National Genomics Center for Wildlife and Fish Conservation, Rocky Mountain Research Station, Missoula, Montana, United States of America
- * E-mail:
| | - Kellie J. Carim
- United States Department of Agriculture, Forest Service, National Genomics Center for Wildlife and Fish Conservation, Rocky Mountain Research Station, Missoula, Montana, United States of America
| | - Michael Ruggles
- Montana Department of Fish, Wildlife and Parks, Region 5, Billings, Montana, United States of America
| | - Kevin S. McKelvey
- United States Department of Agriculture, Forest Service, National Genomics Center for Wildlife and Fish Conservation, Rocky Mountain Research Station, Missoula, Montana, United States of America
| | - Michael K. Young
- United States Department of Agriculture, Forest Service, National Genomics Center for Wildlife and Fish Conservation, Rocky Mountain Research Station, Missoula, Montana, United States of America
| | - Michael K. Schwartz
- United States Department of Agriculture, Forest Service, National Genomics Center for Wildlife and Fish Conservation, Rocky Mountain Research Station, Missoula, Montana, United States of America
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Isaak DJ, Wenger SJ, Young MK. Big biology meets microclimatology: defining thermal niches of ectotherms at landscape scales for conservation planning. ECOLOGICAL APPLICATIONS : A PUBLICATION OF THE ECOLOGICAL SOCIETY OF AMERICA 2017; 27:977-990. [PMID: 28083949 DOI: 10.1002/eap.1501] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/02/2016] [Revised: 12/22/2016] [Accepted: 12/29/2016] [Indexed: 06/06/2023]
Abstract
Temperature profoundly affects ecology, a fact ever more evident as the ability to measure thermal environments increases and global changes alter these environments. The spatial structure of thermalscapes is especially relevant to the distribution and abundance of ectothermic organisms, but the ability to describe biothermal relationships at extents and grains relevant to conservation planning has been limited by small or sparse data sets. Here, we combine a large occurrence database of >23 000 aquatic species surveys with stream microclimate scenarios supported by an equally large temperature database for a 149 000-km mountain stream network to describe thermal relationships for 14 fish and amphibian species. Species occurrence probabilities peaked across a wide range of temperatures (7.0-18.8°C) but distinct warm- or cold-edge distribution boundaries were apparent for all species and represented environments where populations may be most sensitive to thermal changes. Warm-edge boundary temperatures for a native species of conservation concern were used with geospatial data sets and a habitat occupancy model to highlight subsets of the network where conservation measures could benefit local populations by maintaining cool temperatures. Linking that strategic approach to local estimates of habitat impairment remains a key challenge but is also an opportunity to build relationships and develop synergies between the research, management, and regulatory communities. As with any data mining or species distribution modeling exercise, care is required in analysis and interpretation of results, but the use of large biological data sets with accurate microclimate scenarios can provide valuable information about the thermal ecology of many ectotherms and a spatially explicit way of guiding conservation investments.
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Affiliation(s)
- Daniel J Isaak
- Rocky Mountain Research Station, US Forest Service, 322 East Front Street Suite 401, Boise, Idaho, 83702, USA
| | - Seth J Wenger
- Odum School of Ecology, University of Georgia, 203 D. W. Brooks Drive, Athens, Georgia, 30602, USA
| | - Michael K Young
- Rocky Mountain Research Station, U.S. Forest Service, 800 East Beckwith Avenue, Missoula, Montana, 59801, USA
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Freeland JR. The importance of molecular markers and primer design when characterizing biodiversity from environmental DNA. Genome 2016; 60:358-374. [PMID: 28177833 DOI: 10.1139/gen-2016-0100] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Environmental DNA (eDNA) comprises DNA fragments that have been shed into the environment by organisms, and which can be extracted from environmental samples such as water or soil. Characterization of eDNA can allow researchers to infer the presence or absence of species from a particular site without the need to locate and identify individuals, and therefore may provide an extremely valuable tool for quantifying biodiversity. However, as is often the case with relatively new protocols, methodological challenges remain. A number of earlier reviews have discussed these challenges, but none have provided extensive treatment of the critical decisions surrounding molecular markers and primer development for use in eDNA assays. This review discusses a number of options and approaches that can be used when determining which primers and gene regions are most appropriate for either targeted species detection or metabarcoding macro-organisms from eDNA. The latter represents a new field that is growing rapidly, and which has the potential to revolutionize future assessments of community and ecosystem diversity.
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Affiliation(s)
- Joanna R Freeland
- Department of Biology, Trent University, Peterborough, ON K9J 7B8, Canada.,Department of Biology, Trent University, Peterborough, ON K9J 7B8, Canada
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Dysthe JC, Carim KJ, Paroz YM, McKelvey KS, Young MK, Schwartz MK. Quantitative PCR Assays for Detecting Loach Minnow (Rhinichthys cobitis) and Spikedace (Meda fulgida) in the Southwestern United States. PLoS One 2016; 11:e0162200. [PMID: 27583576 PMCID: PMC5008727 DOI: 10.1371/journal.pone.0162200] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2016] [Accepted: 08/18/2016] [Indexed: 11/19/2022] Open
Abstract
Loach minnow (Rhinichthys cobitis) and spikedace (Meda fulgida) are legally protected with the status of Endangered under the U.S. Endangered Species Act and are endemic to the Gila River basin of Arizona and New Mexico. Efficient and sensitive methods for monitoring these species’ distributions are critical for prioritizing conservation efforts. We developed quantitative PCR assays for detecting loach minnow and spikedace DNA in environmental samples. Each assay reliably detected low concentrations of target DNA without detection of non-target species, including other cyprinid fishes with which they co-occur.
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Affiliation(s)
- Joseph C. Dysthe
- United States Department of Agriculture, Forest Service, National Genomics Center for Wildlife and Fish Conservation, Rocky Mountain Research Station, Missoula, MT, United States of America
- * E-mail:
| | - Kellie J. Carim
- United States Department of Agriculture, Forest Service, National Genomics Center for Wildlife and Fish Conservation, Rocky Mountain Research Station, Missoula, MT, United States of America
| | - Yvette M. Paroz
- United States Department of Agriculture, Forest Service, Southwestern Region, Albuquerque, NM, United States of America
| | - Kevin S. McKelvey
- United States Department of Agriculture, Forest Service, National Genomics Center for Wildlife and Fish Conservation, Rocky Mountain Research Station, Missoula, MT, United States of America
| | - Michael K. Young
- United States Department of Agriculture, Forest Service, National Genomics Center for Wildlife and Fish Conservation, Rocky Mountain Research Station, Missoula, MT, United States of America
| | - Michael K. Schwartz
- United States Department of Agriculture, Forest Service, National Genomics Center for Wildlife and Fish Conservation, Rocky Mountain Research Station, Missoula, MT, United States of America
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Slow climate velocities of mountain streams portend their role as refugia for cold-water biodiversity. Proc Natl Acad Sci U S A 2016; 113:4374-9. [PMID: 27044091 DOI: 10.1073/pnas.1522429113] [Citation(s) in RCA: 70] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
The imminent demise of montane species is a recurrent theme in the climate change literature, particularly for aquatic species that are constrained to networks and elevational rather than latitudinal retreat as temperatures increase. Predictions of widespread species losses, however, have yet to be fulfilled despite decades of climate change, suggesting that trends are much weaker than anticipated and may be too subtle for detection given the widespread use of sparse water temperature datasets or imprecise surrogates like elevation and air temperature. Through application of large water-temperature databases evaluated for sensitivity to historical air-temperature variability and computationally interpolated to provide high-resolution thermal habitat information for a 222,000-km network, we estimate a less dire thermal plight for cold-water species within mountains of the northwestern United States. Stream warming rates and climate velocities were both relatively low for 1968-2011 (average warming rate = 0.101 °C/decade; median velocity = 1.07 km/decade) when air temperatures warmed at 0.21 °C/decade. Many cold-water vertebrate species occurred in a subset of the network characterized by low climate velocities, and three native species of conservation concern occurred in extremely cold, slow velocity environments (0.33-0.48 km/decade). Examination of aggressive warming scenarios indicated that although network climate velocities could increase, they remain low in headwaters because of strong local temperature gradients associated with topographic controls. Better information about changing hydrology and disturbance regimes is needed to complement these results, but rather than being climatic cul-de-sacs, many mountain streams appear poised to be redoubts for cold-water biodiversity this century.
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Carim KJ, Dysthe JCS, Young MK, McKelvey KS, Schwartz MK. An environmental DNA assay for detecting Arctic grayling in the upper Missouri River basin, North America. CONSERV GENET RESOUR 2016. [DOI: 10.1007/s12686-016-0531-1] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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