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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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Adcock ZC, Adcock ME, Forstner MRJ. Development and validation of an environmental DNA assay to detect federally threatened groundwater salamanders in central Texas. PLoS One 2023; 18:e0288282. [PMID: 37428788 DOI: 10.1371/journal.pone.0288282] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2022] [Accepted: 06/23/2023] [Indexed: 07/12/2023] Open
Abstract
The molecular detection of DNA fragments that are shed into the environment (eDNA) has become an increasingly applied tool used to inventory biological communities and to perform targeted species surveys. This method is particularly useful in habitats where it is difficult or not practical to visually detect or trap the target organisms. Central Texas Eurycea salamanders inhabit both surface and subterranean aquatic environments. Subterranean surveys are challenging or infeasible, and the detection of salamander eDNA in water samples is an appealing survey technique for these situations. Here, we develop and validate an eDNA assay using quantitative PCR for E. chisholmensis, E. naufragia, and E. tonkawae. These three species are federally threatened and constitute the Septentriomolge clade that occurs in the northern segment of the Edwards Aquifer. First, we validated the specificity of the assay in silico and with DNA extracted from tissue samples of both target Septentriomolge and non-target amphibians that overlap in distribution. Then, we evaluated the sensitivity of the assay in two controls, one with salamander-positive water and one at field sites known to be occupied by Septentriomolge. For the salamander-positive control, the estimated probability of eDNA occurrence (ψ) was 0.981 (SE = 0.019), and the estimated probability of detecting eDNA in a qPCR replicate (p) was 0.981 (SE = 0.011). For the field control, the estimated probability of eDNA occurring at a site (ψ) was 0.938 (95% CRI: 0.714-0.998). The estimated probability of collecting eDNA in a water sample (θ) was positively correlated with salamander relative density and ranged from 0.371 (95% CRI: 0.201-0.561) to 0.999 (95% CRI: 0.850- > 0.999) among sampled sites. Therefore, sites with low salamander density require more water samples for eDNA evaluation, and we determined that our site with the lowest estimated θ would require seven water samples for the cumulative collection probability to exceed 0.95. The estimated probability of detecting eDNA in a qPCR replicate (p) was 0.882 (95% CRI: 0.807-0.936), and our assay required two qPCR replicates for the cumulative detection probability to exceed 0.95. In complementary visual encounter surveys, the estimated probability of salamanders occurring at a known-occupied site was 0.905 (SE = 0.096), and the estimated probability of detecting salamanders in a visual encounter survey was 0.925 (SE = 0.052). We additionally discuss future research needed to refine this method and understand its limitations before practical application and incorporation into formal survey protocols for these taxa.
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Affiliation(s)
- Zachary C Adcock
- Department of Biology, Texas State University, San Marcos, Texas, United States of America
- Cambrian Environmental, Austin, Texas, United States of America
| | - Michelle E Adcock
- Department of Biology, Texas State University, San Marcos, Texas, United States of America
| | - Michael R J Forstner
- Department of Biology, Texas State University, San Marcos, Texas, United States of America
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Mammola S, Meierhofer MB, Borges PA, Colado R, Culver DC, Deharveng L, Delić T, Di Lorenzo T, Dražina T, Ferreira RL, Fiasca B, Fišer C, Galassi DMP, Garzoli L, Gerovasileiou V, Griebler C, Halse S, Howarth FG, Isaia M, Johnson JS, Komerički A, Martínez A, Milano F, Moldovan OT, Nanni V, Nicolosi G, Niemiller ML, Pallarés S, Pavlek M, Piano E, Pipan T, Sanchez‐Fernandez D, Santangeli A, Schmidt SI, Wynne JJ, Zagmajster M, Zakšek V, Cardoso P. Towards evidence-based conservation of subterranean ecosystems. Biol Rev Camb Philos Soc 2022; 97:1476-1510. [PMID: 35315207 PMCID: PMC9545027 DOI: 10.1111/brv.12851] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2021] [Revised: 02/22/2022] [Accepted: 03/01/2022] [Indexed: 12/18/2022]
Abstract
Subterranean ecosystems are among the most widespread environments on Earth, yet we still have poor knowledge of their biodiversity. To raise awareness of subterranean ecosystems, the essential services they provide, and their unique conservation challenges, 2021 and 2022 were designated International Years of Caves and Karst. As these ecosystems have traditionally been overlooked in global conservation agendas and multilateral agreements, a quantitative assessment of solution-based approaches to safeguard subterranean biota and associated habitats is timely. This assessment allows researchers and practitioners to understand the progress made and research needs in subterranean ecology and management. We conducted a systematic review of peer-reviewed and grey literature focused on subterranean ecosystems globally (terrestrial, freshwater, and saltwater systems), to quantify the available evidence-base for the effectiveness of conservation interventions. We selected 708 publications from the years 1964 to 2021 that discussed, recommended, or implemented 1,954 conservation interventions in subterranean ecosystems. We noted a steep increase in the number of studies from the 2000s while, surprisingly, the proportion of studies quantifying the impact of conservation interventions has steadily and significantly decreased in recent years. The effectiveness of 31% of conservation interventions has been tested statistically. We further highlight that 64% of the reported research occurred in the Palearctic and Nearctic biogeographic regions. Assessments of the effectiveness of conservation interventions were heavily biased towards indirect measures (monitoring and risk assessment), a limited sample of organisms (mostly arthropods and bats), and more accessible systems (terrestrial caves). Our results indicate that most conservation science in the field of subterranean biology does not apply a rigorous quantitative approach, resulting in sparse evidence for the effectiveness of interventions. This raises the important question of how to make conservation efforts more feasible to implement, cost-effective, and long-lasting. Although there is no single remedy, we propose a suite of potential solutions to focus our efforts better towards increasing statistical testing and stress the importance of standardising study reporting to facilitate meta-analytical exercises. We also provide a database summarising the available literature, which will help to build quantitative knowledge about interventions likely to yield the greatest impacts depending upon the subterranean species and habitats of interest. We view this as a starting point to shift away from the widespread tendency of recommending conservation interventions based on anecdotal and expert-based information rather than scientific evidence, without quantitatively testing their effectiveness.
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Affiliation(s)
- Stefano Mammola
- Laboratory for Integrative Biodiversity Research (LIBRe)Finnish Museum of Natural History (LUOMUS), University of HelsinkiPohjoinen Rautatiekatu 13Helsinki00100Finland
- Molecular Ecology Group (dark‐MEG)Water Research Institute (IRSA), National Research Council (CNR)Largo Tonolli, 50Verbania‐Pallanza28922Italy
| | - Melissa B. Meierhofer
- BatLab Finland, Finnish Museum of Natural History Luomus (LUOMUS)University of HelsinkiPohjoinen Rautatiekatu 13Helsinki00100Finland
| | - Paulo A.V. Borges
- cE3c—Centre for Ecology, Evolution and Environmental Changes / Azorean Biodiversity Group / CHANGE – Global Change and Sustainability InstituteUniversity of Azores, Faculty of Agrarian Sciences and Environment (FCAA), Rua Capitão João d'ÀvilaPico da Urze, 9700‐042 Angra do HeroísmoAzoresPortugal
| | - Raquel Colado
- Departament of Ecology and HidrologyUniversity of MurciaMurcia30100Spain
| | - David C. Culver
- Department of Environmental ScienceAmerican University4400 Massachusetts Avenue, N.WWashingtonDC20016U.S.A.
| | - Louis Deharveng
- Institut de Systématique, Evolution, Biodiversité (ISYEB), CNRS UMR 7205, MNHN, UPMC, EPHEMuseum National d'Histoire Naturelle, Sorbonne UniversitéParisFrance
| | - Teo Delić
- SubBio Lab, Department of Biology, Biotechnical FacultyUniversity of LjubljanaJamnikarjeva 101Ljubljana1000Slovenia
| | - Tiziana Di Lorenzo
- Research Institute on Terrestrial Ecosystems (IRET‐CNR), National Research CouncilVia Madonna del Piano 10, 50019 Sesto FiorentinoFlorenceItaly
| | - Tvrtko Dražina
- Division of Zoology, Department of BiologyFaculty of Science, University of ZagrebRooseveltov Trg 6Zagreb10000Croatia
- Croatian Biospeleological SocietyRooseveltov Trg 6Zagreb10000Croatia
| | - Rodrigo L. Ferreira
- Center of Studies in Subterranean Biology, Biology Department, Federal University of LavrasCampus universitário s/n, Aquenta SolLavrasMG37200‐900Brazil
| | - Barbara Fiasca
- Department of Life, Health and Environmental SciencesUniversity of L'AquilaVia Vetoio 1, CoppitoL'Aquila67100Italy
| | - Cene Fišer
- SubBio Lab, Department of Biology, Biotechnical FacultyUniversity of LjubljanaJamnikarjeva 101Ljubljana1000Slovenia
| | - Diana M. P. Galassi
- Department of Life, Health and Environmental SciencesUniversity of L'AquilaVia Vetoio 1, CoppitoL'Aquila67100Italy
| | - Laura Garzoli
- Molecular Ecology Group (dark‐MEG)Water Research Institute (IRSA), National Research Council (CNR)Largo Tonolli, 50Verbania‐Pallanza28922Italy
| | - Vasilis Gerovasileiou
- Department of Environment, Faculty of EnvironmentIonian University, M. Minotou‐Giannopoulou strPanagoulaZakynthos29100Greece
- Hellenic Centre for Marine Research (HCMR), Institute of Marine BiologyBiotechnology and Aquaculture (IMBBC)Thalassocosmos, GournesCrete71500Greece
| | - Christian Griebler
- Department of Functional and Evolutionary Ecology, Division of LimnologyUniversity of ViennaDjerassiplatz 1Vienna1030Austria
| | - Stuart Halse
- Bennelongia Environmental Consultants5 Bishop StreetJolimontWA6014Australia
| | | | - Marco Isaia
- Department of Life Sciences and Systems BiologyUniversity of TurinVia Accademia Albertina, 13TorinoI‐10123Italy
| | - Joseph S. Johnson
- Department of Biological SciencesOhio University57 Oxbow TrailAthensOH45701U.S.A.
| | - Ana Komerički
- Croatian Biospeleological SocietyRooseveltov Trg 6Zagreb10000Croatia
| | - Alejandro Martínez
- Molecular Ecology Group (dark‐MEG)Water Research Institute (IRSA), National Research Council (CNR)Largo Tonolli, 50Verbania‐Pallanza28922Italy
| | - Filippo Milano
- Department of Life Sciences and Systems BiologyUniversity of TurinVia Accademia Albertina, 13TorinoI‐10123Italy
| | - Oana T. Moldovan
- Emil Racovita Institute of SpeleologyClinicilor 5Cluj‐Napoca400006Romania
- Romanian Institute of Science and TechnologySaturn 24‐26Cluj‐Napoca400504Romania
| | - Veronica Nanni
- Department of Life Sciences and Systems BiologyUniversity of TurinVia Accademia Albertina, 13TorinoI‐10123Italy
| | - Giuseppe Nicolosi
- Department of Life Sciences and Systems BiologyUniversity of TurinVia Accademia Albertina, 13TorinoI‐10123Italy
| | - Matthew L. Niemiller
- Department of Biological SciencesThe University of Alabama in Huntsville301 Sparkman Drive NWHuntsvilleAL35899U.S.A.
| | - Susana Pallarés
- Departamento de Biogeografía y Cambio GlobalMuseo Nacional de Ciencias Naturales, CSICCalle de José Gutiérrez Abascal 2Madrid28006Spain
| | - Martina Pavlek
- Croatian Biospeleological SocietyRooseveltov Trg 6Zagreb10000Croatia
- Ruđer Bošković InstituteBijenička cesta 54Zagreb10000Croatia
| | - Elena Piano
- Department of Life Sciences and Systems BiologyUniversity of TurinVia Accademia Albertina, 13TorinoI‐10123Italy
| | - Tanja Pipan
- ZRC SAZUKarst Research InstituteNovi trg 2Ljubljana1000Slovenia
- UNESCO Chair on Karst EducationUniversity of Nova GoricaGlavni trg 8Vipava5271Slovenia
| | | | - Andrea Santangeli
- Research Centre for Ecological Change, Organismal and Evolutionary Biology Research ProgrammeUniversity of HelsinkiViikinkaari 1Helsinki00014Finland
| | - Susanne I. Schmidt
- Institute of Hydrobiology, Biology Centre CASNa Sádkách 702/7České Budějovice370 05Czech Republic
- Department of Lake ResearchHelmholtz Centre for Environmental ResearchBrückstraße 3aMagdeburg39114Germany
| | - J. Judson Wynne
- Department of Biological SciencesCenter for Adaptable Western Landscapes, Box 5640, Northern Arizona UniversityFlagstaffAZ86011U.S.A.
| | - Maja Zagmajster
- SubBio Lab, Department of Biology, Biotechnical FacultyUniversity of LjubljanaJamnikarjeva 101Ljubljana1000Slovenia
| | - Valerija Zakšek
- SubBio Lab, Department of Biology, Biotechnical FacultyUniversity of LjubljanaJamnikarjeva 101Ljubljana1000Slovenia
| | - Pedro Cardoso
- Laboratory for Integrative Biodiversity Research (LIBRe)Finnish Museum of Natural History (LUOMUS), University of HelsinkiPohjoinen Rautatiekatu 13Helsinki00100Finland
- cE3c—Centre for Ecology, Evolution and Environmental Changes / Azorean Biodiversity Group / CHANGE – Global Change and Sustainability InstituteUniversity of Azores, Faculty of Agrarian Sciences and Environment (FCAA), Rua Capitão João d'ÀvilaPico da Urze, 9700‐042 Angra do HeroísmoAzoresPortugal
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Lunghi E, Valle B, Guerrieri A, Bonin A, Cianferoni F, Manenti R, Ficetola GF. Environmental DNA of insects and springtails from caves reveals complex processes of eDNA transfer in soils. THE SCIENCE OF THE TOTAL ENVIRONMENT 2022; 826:154022. [PMID: 35202680 DOI: 10.1016/j.scitotenv.2022.154022] [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: 12/13/2021] [Revised: 02/01/2022] [Accepted: 02/15/2022] [Indexed: 06/14/2023]
Abstract
Subterranean environments host a substantial amount of biodiversity, however assessing the distribution of species living underground is still extremely challenging. Environmental DNA (eDNA) metabarcoding is a powerful tool to estimate biodiversity in poorly known environments and has excellent performance for soil organisms. Here, we tested 1) whether eDNA metabarcoding from cave soils/sediments allows to successfully detect springtails (Hexapoda: Collembola) and insects (Hexapoda: Insecta); 2) whether eDNA mostly represents autochthonous (cave-dwelling) organisms or it also incorporates information from species living in surface environments; 3) whether eDNA detection probability changes across taxa with different ecology. Environmental DNA metabarcoding analyses detected a large number of Molecular Operational Taxonomic Units (MOTUs) for both insects and springtails. For springtails, detection probability was high, with a substantial proportion of hypogean species, suggesting that eDNA provides good information on the distribution of these organisms in caves. Conversely, for insects most of MOTUs represented taxa living outside caves, and the majority of them represented taxa/organisms living in freshwater environments (Ephemeroptera, Plecoptera and Trichoptera). The eDNA of freshwater insects was particularly abundant in deep sectors of caves, far from the entrance. Furthermore, average detection probability of insects was significantly lower than the one of springtails. This suggests that cave soils/sediments act as "conveyer belts of biodiversity information", possibly because percolating water lead to the accumulation of eDNA of organisms living in nearby areas. Cave soils hold a complex mix of autochthonous and allochthonous eDNA. eDNA provided unprecedented information on the understudied subterranean cave organisms; analyses of detection probability and occupancy can help teasing apart local eDNA from the eDNA representing spatially-integrated biodiversity for whole landscape.
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Affiliation(s)
- Enrico Lunghi
- Division of Molecular Biology Ruđer Bošković Institute, Zagreb, Croatia; Natural Oasis, Prato, Italy.
| | - Barbara Valle
- Dipartimento di Bioscienze, Università degli Studi di Milano, Milano, Italy; Unità di Climatologia ed Ecologia, MUSE-Museo delle Scienze di Trento, Italy
| | - Alessia Guerrieri
- Dipartimento di Scienze e Politiche Ambientali, Università degli Studi di Milano, Milano, Italy
| | - Aurélie Bonin
- Dipartimento di Scienze e Politiche Ambientali, Università degli Studi di Milano, Milano, Italy
| | - Fabio Cianferoni
- Istituto di Ricerca sugli Ecosistemi Terrestri (IRET), Consiglio Nazionale delle Ricerche (CNR), Sesto Fiorentino (Firenze), Italy; Zoologia, La Specola, Museo di Storia Naturale, Università degli Studi di Firenze, Firenze, Italy
| | - Raoul Manenti
- Dipartimento di Scienze e Politiche Ambientali, Università degli Studi di Milano, Milano, Italy; Laboratorio di Biologia Sotterranea "Enrico Pezzoli", Parco Regionale del Monte Barro, Galbiate, Italy
| | - Gentile Francesco Ficetola
- Dipartimento di Scienze e Politiche Ambientali, Università degli Studi di Milano, Milano, Italy; Laboratoire d'Écologie Alpine (LECA), Université Grenoble Alpes, CNRS, Grenoble, France
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Dooley KE, Niemiller KDK, Sturm N, Niemiller ML. Rediscovery and phylogenetic analysis of the Shelta Cave Crayfish (Orconectes sheltae Cooper & Cooper, 1997), a decapod (Decapoda, Cambaridae) endemic to Shelta Cave in northern Alabama, USA. SUBTERRANEAN BIOLOGY 2022. [DOI: 10.3897/subtbiol.43.79993] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
The Shelta Cave Crayfish (Orconectes sheltae) is a small, cave-obligate member of the genus Orconectes (family Cambaridae) endemic to a single cave system—Shelta Cave—in northwest Huntsville, Madison Co., Alabama, USA. Although never abundant, this stygobiont was regularly observed in the 1960s and early 1970s before the population and aquatic community in general at Shelta Cave collapsed likely in response to groundwater contamination and the loss of energetic inputs from a Grey Bat (Myotis grisescens) maternity colony that abandoned the cave after installation of a poorly designed cave gate. We conducted 20 visual surveys of aquatic habitats at Shelta Cave between October 2018 and July 2021. Although the aquatic community has not recovered, we did confirm the continued existence of O. sheltae, which had not been observed in 31 years, with observations of an adult female on 31 May 2019 and an adult male on 28 August 2020. We conducted the first phylogenetic analyses of O. sheltae and discovered that the species is most closely related to other geographically proximate stygobiotic crayfishes in the genus Cambarus in northern Alabama than members of the genus Orconectes. We advocate for recognition of this species as Cambarus sheltae to more accurately reflect evolutionary relationships of this single-cave endemic and offer recommendations for its management, conservation, and future research, as this species remains at high risk of extinction.
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Saccò M, Guzik MT, van der Heyde M, Nevill P, Cooper SJB, Austin AD, Coates PJ, Allentoft ME, White NE. eDNA in subterranean ecosystems: Applications, technical aspects, and future prospects. THE SCIENCE OF THE TOTAL ENVIRONMENT 2022; 820:153223. [PMID: 35063529 DOI: 10.1016/j.scitotenv.2022.153223] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/28/2021] [Revised: 01/09/2022] [Accepted: 01/13/2022] [Indexed: 06/14/2023]
Abstract
Monitoring of biota is pivotal for the assessment and conservation of ecosystems. Environments worldwide are being continuously and increasingly exposed to multiple adverse impacts, and the accuracy and reliability of the biomonitoring tools that can be employed shape not only the present, but more importantly, the future of entire habitats. The analysis of environmental DNA (eDNA) metabarcoding data provides a quick, affordable, and reliable molecular approach for biodiversity assessments. However, while extensively employed in aquatic and terrestrial surface environments, eDNA-based studies targeting subterranean ecosystems are still uncommon due to the lack of accessibility and the cryptic nature of these environments and their species. Recent advances in genetic and genomic analyses have established a promising framework for shedding new light on subterranean biodiversity and ecology. To address current knowledge and the future use of eDNA methods in groundwaters and caves, this review explores conceptual and technical aspects of the application and its potential in subterranean systems. We briefly introduce subterranean biota and describe the most used traditional sampling techniques. Next, eDNA characteristics, application, and limitations in the subsurface environment are outlined. Last, we provide suggestions on how to overcome caveats and delineate some of the research avenues that will likely shape this field in the near future. We advocate that eDNA analyses, when carefully conducted and ideally combined with conventional sampling techniques, will substantially increase understanding and enable crucial expansion of subterranean community characterisation. Given the importance of groundwater and cave ecosystems for nature and humans, eDNA can bring to the surface essential insights, such as study of ecosystem assemblages and rare species detection, which are critical for the preservation of life below, as well as above, the ground.
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Affiliation(s)
- Mattia Saccò
- Subterranean Research and Groundwater Ecology (SuRGE) Group, Trace and Environmental DNA (TrEnD) Laboratory, School of Molecular and Life Sciences, Curtin University, Perth 6102, WA, Australia.
| | - Michelle T Guzik
- Australian Centre for Evolutionary Biology and Biodiversity, School of Biological Sciences, The University of Adelaide, Adelaide 5005, SA, Australia
| | - Mieke van der Heyde
- Subterranean Research and Groundwater Ecology (SuRGE) Group, Trace and Environmental DNA (TrEnD) Laboratory, School of Molecular and Life Sciences, Curtin University, Perth 6102, WA, Australia
| | - Paul Nevill
- Trace and Environmental DNA (TrEnD) Laboratory, School of Molecular and Life Sciences, Curtin University, Perth 6102, WA, Australia; ARC Centre for Mine Site Restoration, School of Molecular and Life Sciences, Curtin University, Perth 6102, WA, Australia
| | - Steven J B Cooper
- Australian Centre for Evolutionary Biology and Biodiversity, School of Biological Sciences, The University of Adelaide, Adelaide 5005, SA, Australia; Evolutionary Biology Unit, South Australian Museum, North Terrace, Adelaide 5000, SA, Australia
| | - Andrew D Austin
- Australian Centre for Evolutionary Biology and Biodiversity, School of Biological Sciences, The University of Adelaide, Adelaide 5005, SA, Australia
| | - Peterson J Coates
- Bedford Institute of Oceanography, Fisheries and Oceans Canada, 1 Challenger Drive, 1006, Dartmouth, Nova Scotia B2Y 4A2, Canada
| | - Morten E Allentoft
- Trace and Environmental DNA (TrEnD) Laboratory, School of Molecular and Life Sciences, Curtin University, Perth 6102, WA, Australia; Lundbeck Foundation GeoGenetics Centre, GLOBE Institute, University of Copenhagen, Øster Voldgade 5-7, Copenhagen, Denmark
| | - Nicole E White
- Subterranean Research and Groundwater Ecology (SuRGE) Group, Trace and Environmental DNA (TrEnD) Laboratory, School of Molecular and Life Sciences, Curtin University, Perth 6102, WA, Australia
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Weigand A, Bücs SL, Deleva S, Lukić Bilela L, Nyssen P, Paragamian K, Ssymank A, Weigand H, Zakšek V, Zagmajster M, Balázs G, Barjadze S, Bürger K, Burn W, Cailhol D, Decrolière A, Didonna F, Doli A, Drazina T, Dreybrodt J, Ðud L, Egri C, Erhard M, Finžgar S, Fröhlich D, Gartrell G, Gazaryan S, Georges M, Godeau JF, Grunewald R, Gunn J, Hajenga J, Hofmann P, Knight L, Köble H, Kuharic N, Lüthi C, Munteanu C, Novak R, Ozols D, Petkovic M, Stoch F, Vogel B, Vukovic I, Hall Weberg M, Zaenker C, Zaenker S, Feit U, Thies JC. Current cave monitoring practices, their variation and recommendations for future improvement in Europe: A synopsis from the 6th EuroSpeleo Protection Symposium. RESEARCH IDEAS AND OUTCOMES 2022. [DOI: 10.3897/rio.8.e85859] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
This manuscript summarizes the outcomes of the 6th EuroSpeleo Protection Symposium. Special emphasis was laid on presenting and discussing monitoring activities under the umbrella of the Habitats Directive (EU Council Directive 92/43/EEC) for habitat type 8310 "Caves not open to the public" and the Emerald Network. The discussions revealed a high level of variation in the currently conducted underground monitoring activities: there is no uniform definition of what kind of underground environments the "cave" habitat should cover, how often a specific cave has to be monitored, and what parameters should be measured to evaluate the conservation status. The variation in spatial dimensions in national definitions of caves further affects the number of catalogued caves in a country and the number of caves to be monitored. Not always participants are aware of the complete national monitoring process and that data sets should be freely available or easily accessible. The discussions further showed an inherent dilemma between an anticipated uniform monitoring approach with a coherent assessment methodology and, on the contrary, the uniqueness of caves and subterranean biota to be assessed – combined with profound knowledge gaps and a lack of resources. Nevertheless, some good practices for future cave monitoring activities have been identified by the participants: (1) Cave monitoring should focus on bio- and geodiversity elements alike; (2) Local communities should be involved, and formal agreements envisaged; (3) Caves must be understood as windows into the subterranean realm; (4) Touristic caves should not be excluded ad-hoc from regular monitoring; (5) New digital tools and open FAIR data infrastructures should be implemented; (6) Cave biomonitoring should focus on a large(r) biological diversity; and (7) DNA-based tools should be integrated. Finally, the importance of the 'forgotten' Recommendation No. 36 from the Bern Convention as a guiding legal European document was highlighted.
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Recknagel H, Trontelj P. From Cave Dragons to Genomics: Advancements in the Study of Subterranean Tetrapods. Bioscience 2021; 72:254-266. [PMID: 35241972 PMCID: PMC8888124 DOI: 10.1093/biosci/biab117] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Abstract
Throughout most of the kingdom Animalia, evolutionary transitions from surface life to a life permanently bound to caves and other subterranean habitats have occurred innumerous times. Not so in tetrapods, where a mere 14 cave-obligate species—all plethodontid and proteid salamanders—are known. We discuss why cave tetrapods are so exceptional and why only salamanders have made the transition. Their evolution follows predictable and convergent, albeit independent pathways. Among the many known changes associated with transitions to subterranean life, eye degeneration, starvation resistance, and longevity are especially relevant to human biomedical research. Recently, sequences of salamander genomes have become available opening up genomic research for cave tetrapods. We discuss new genomic methods that can spur our understanding of the evolutionary mechanisms behind convergent phenotypic change, the relative roles of selective and neutral evolution, cryptic species diversity, and data relevant for conservation such as effective population size and demography.
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Affiliation(s)
- Hans Recknagel
- University of Ljubljana, Slovenia, working, Biotechnical Faculty, Dept. of Biology, Subterranean Biology Lab
| | - Peter Trontelj
- University of Ljubljana, Slovenia, working, Biotechnical Faculty, Dept. of Biology, Subterranean Biology Lab
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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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Mammola S, Lunghi E, Bilandžija H, Cardoso P, Grimm V, Schmidt SI, Hesselberg T, Martínez A. Collecting eco-evolutionary data in the dark: Impediments to subterranean research and how to overcome them. Ecol Evol 2021; 11:5911-5926. [PMID: 34141192 PMCID: PMC8207145 DOI: 10.1002/ece3.7556] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2021] [Revised: 03/23/2021] [Accepted: 03/25/2021] [Indexed: 12/25/2022] Open
Abstract
Caves and other subterranean habitats fulfill the requirements of experimental model systems to address general questions in ecology and evolution. Yet, the harsh working conditions of these environments and the uniqueness of the subterranean organisms have challenged most attempts to pursuit standardized research.Two main obstacles have synergistically hampered previous attempts. First, there is a habitat impediment related to the objective difficulties of exploring subterranean habitats and our inability to access the network of fissures that represents the elective habitat for the so-called "cave species." Second, there is a biological impediment illustrated by the rarity of most subterranean species and their low physiological tolerance, often limiting sample size and complicating laboratory experiments.We explore the advantages and disadvantages of four general experimental setups (in situ, quasi in situ, ex situ, and in silico) in the light of habitat and biological impediments. We also discuss the potential of indirect approaches to research. Furthermore, using bibliometric data, we provide a quantitative overview of the model organisms that scientists have exploited in the study of subterranean life.Our over-arching goal is to promote caves as model systems where one can perform standardized scientific research. This is important not only to achieve an in-depth understanding of the functioning of subterranean ecosystems but also to fully exploit their long-discussed potential in addressing general scientific questions with implications beyond the boundaries of this discipline.
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Affiliation(s)
- Stefano Mammola
- Laboratory for Integrative Biodiversity Research (LIBRe)Finnish Museum of Natural History (LUOMUS)University of HelsinkiHelsinkiFinland
- Dark‐MEG: Molecular Ecology GroupWater Research Institute (IRSA)National Research Council (CNR)VerbaniaItaly
| | - Enrico Lunghi
- Key Laboratory of the Zoological Systematics and EvolutionInstitute of ZoologyChinese Academy of SciencesBeijingChina
- Museo di Storia Naturale dell'Università degli Studi di Firenze“La Specola”FirenzeItaly
| | - Helena Bilandžija
- Department of Molecular BiologyRudjer Boskovic InstituteZagrebCroatia
| | - Pedro Cardoso
- Laboratory for Integrative Biodiversity Research (LIBRe)Finnish Museum of Natural History (LUOMUS)University of HelsinkiHelsinkiFinland
| | - Volker Grimm
- Department of Ecological ModellingHelmholtz Centre for Environmental Research – UFZLeipzigGermany
- Plant Ecology and Nature ConservationUniversity of PotsdamPotsdamGermany
- German Centre for Integrative Biodiversity Research (iDiv) Halle‐Jena‐LeipzigLeipzigGermany
| | - Susanne I. Schmidt
- Institute of HydrobiologyBiology Centre CASČeské BudějoviceCzech Republic
| | | | - Alejandro Martínez
- Dark‐MEG: Molecular Ecology GroupWater Research Institute (IRSA)National Research Council (CNR)VerbaniaItaly
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