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Afonso L, Costa J, Correia AM, Valente R, Lopes E, Tomasino MP, Gil Á, Oliveira-Rodrigues C, Sousa Pino I, López A, Suarez-Bregua P, Magalhães C. Environmental DNA as a complementary tool for biodiversity monitoring: A multi-technique and multi-trophic approach to investigate cetacean distribution and feeding ecology. PLoS One 2024; 19:e0300992. [PMID: 39413078 PMCID: PMC11482729 DOI: 10.1371/journal.pone.0300992] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2024] [Accepted: 07/29/2024] [Indexed: 10/18/2024] Open
Abstract
The use of environmental DNA (eDNA) to assess the presence of biological communities has emerged as a promising monitoring tool in the marine conservation landscape. Moreover, advances in Next-Generation Sequencing techniques, such as DNA metabarcoding, enable multi-species detection in mixed samples, allowing the study of complex ecosystems such as oceanic ones. We aimed at using these molecular-based techniques to characterize cetacean communities, as well as potential prey on the northern coast of Mainland Portugal. During four seasonal campaigns (summer 2021 to winter 2022/2023), seawater samples were collected along with visual records of cetacean occurrence. The eDNA isolated from 64 environmental samples was sequenced in an Illumina platform, with universal primers targeting marine vertebrates. Five cetacean species were identified by molecular detection: common dolphin (Delphinus delphis), bottlenose dolphin (Tursiops truncatus), Risso's dolphin (Grampus griseus), harbor porpoise (Phocoena phocoena) and fin whale (Balaenoptera physalus). Overall, except for the latter (not sighted during the campaigns), this cetacean community composition was similar to that obtained through visual monitoring, and the complementary results suggest their presence in the region all year round. In addition, the positive molecular detections of Balaenoptera physalus are of special relevance since there are no records of this species reported on scientific bibliography in the area. The detection of multiple known prey of the identified dolphins indicates an overlap between predator and prey in the study area, which suggests that these animals may use this coastal area for feeding purposes. While this methodological approach remains in a development stage, the present work highlights the benefits of using eDNA to study marine communities, with specific applications for research on cetacean distribution and feeding ecology.
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Affiliation(s)
- Luís Afonso
- CIIMAR–Interdisciplinary Centre of Marine and Environmental Research, University of Porto, Matosinhos, Portugal
- Department of Biology, UA–University of Aveiro, Campus Universitário de Santiago, Aveiro, Portugal
| | - Joana Costa
- CIIMAR–Interdisciplinary Centre of Marine and Environmental Research, University of Porto, Matosinhos, Portugal
| | - Ana Mafalda Correia
- CIIMAR–Interdisciplinary Centre of Marine and Environmental Research, University of Porto, Matosinhos, Portugal
- Department of Biology, FCUP–Faculty of Sciences of the University of Porto, Porto, Portugal
| | - Raul Valente
- CIIMAR–Interdisciplinary Centre of Marine and Environmental Research, University of Porto, Matosinhos, Portugal
- Department of Biology, FCUP–Faculty of Sciences of the University of Porto, Porto, Portugal
| | - Eva Lopes
- CIIMAR–Interdisciplinary Centre of Marine and Environmental Research, University of Porto, Matosinhos, Portugal
- Department of Biology, FCUP–Faculty of Sciences of the University of Porto, Porto, Portugal
| | - Maria Paola Tomasino
- CIIMAR–Interdisciplinary Centre of Marine and Environmental Research, University of Porto, Matosinhos, Portugal
| | - Ágatha Gil
- CIIMAR–Interdisciplinary Centre of Marine and Environmental Research, University of Porto, Matosinhos, Portugal
- Department of Biology and Environment, CITAB–Centre for the Research and Technology of Agro-Environmental and Biological Sciences, University of Trás-os-Montes and Alto Douro (UTAD), Vila Real, Portugal
- IIM-CSIC–Institute of Marine Research of the Spanish National Research Council, Vigo, Pontevedra, Spain
| | - Cláudia Oliveira-Rodrigues
- CIIMAR–Interdisciplinary Centre of Marine and Environmental Research, University of Porto, Matosinhos, Portugal
- Department of Biology, FCUP–Faculty of Sciences of the University of Porto, Porto, Portugal
| | - Isabel Sousa Pino
- CIIMAR–Interdisciplinary Centre of Marine and Environmental Research, University of Porto, Matosinhos, Portugal
- Department of Biology, FCUP–Faculty of Sciences of the University of Porto, Porto, Portugal
| | - Alfredo López
- Department of Biology, UA–University of Aveiro, Campus Universitário de Santiago, Aveiro, Portugal
- CESAM–Centre for Environmental and Marine Studies, University of Aveiro, Aveiro, Portugal
- CEMMA–Coordinator for the Study of Marine Mammals, Nigrán, Spain
| | - Paula Suarez-Bregua
- IEO-CSIC–Spanish Institute of Oceanography of the Spanish National Research Council, Vigo, Pontevedra, Spain
| | - Catarina Magalhães
- CIIMAR–Interdisciplinary Centre of Marine and Environmental Research, University of Porto, Matosinhos, Portugal
- Department of Biology, FCUP–Faculty of Sciences of the University of Porto, Porto, Portugal
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Dulau V, Estrade V, Bein A, Nikolic N, Fajeau A, Gancille JM, Martin J, Leroy E, Philippe JS. Records from visual surveys, strandings and eDNA sampling reveal the regular use of Reunion waters by dwarf sperm whales. ADVANCES IN MARINE BIOLOGY 2024; 99:65-97. [PMID: 39577894 DOI: 10.1016/bs.amb.2024.08.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/24/2024]
Abstract
The genus Kogia includes two extant species, the dwarf sperm whale (Kogia sima) and the pygmy sperm whales (K. breviceps). Due to their elusive behavior at the surface, which limits opportunities for observation, they are amongst the least known species of cetaceans and knowledge of their ecology mostly comes from stranded individuals. Although they have overlapping ranges, dwarf sperm whales seem to be distributed preferentially in warmer tropical and subtropical waters, while pygmy sperm whales tend to be associated with more temperate waters. Both species have previously been recorded in the western Indian Ocean, but little is known about their distribution patterns. Data from different sources, including vessel-based and aerial surveys, environmental DNA and strandings were compiled to report on the occurrence of Kogia around the remote oceanic island of Reunion. The combination of sightings data, eDNA detections and stranding events indicated that the dwarf sperm whale was more common than the pygmy sperm whale and seems to use the territorial waters of Reunion on a regular basis. The northern part of the island in particular might provide suitable habitats for the species. Groups of 1-5 individuals were sighted and occurred mainly over the insular slope, in 1310 m deep waters and 8.2 km from the shore on average; no clear seasonality pattern could be determined. Stranding data were consistent with a calving period during the austral summer and highlighted the vulnerability of these species to human activities.
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Affiliation(s)
| | | | | | - Natacha Nikolic
- Agence de Recherche pour la Biodiversité à la Réunion (ARBRE), Saint Gilles, Reunion; INRAE, ECOBIOP, AQUA, Saint-Pée-sur-Nivelle, France
| | | | | | - Julie Martin
- GLOBICE-Reunion, Grand-Bois, Saint Pierre, Reunion
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Yang S, Jin Y, Li S, Liu Z. Integrated approaches for comprehensive cetacean research and conservation in the East China Sea. MARINE POLLUTION BULLETIN 2024; 206:116789. [PMID: 39094284 DOI: 10.1016/j.marpolbul.2024.116789] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Revised: 04/30/2024] [Accepted: 07/27/2024] [Indexed: 08/04/2024]
Abstract
This study thoroughly examines three cetacean monitoring methods and assessing their advantages and limitations, establishing a foundational basis for comprehensive information on composition, distribution, and behavior. While real-time and non-invasive, visual surveys favor surface-active cetaceans and are weather-dependent. Local ecological knowledge supplements insights into group behavior. Environmental DNA (eDNA) analysis efficiently detects species like the narrow-ridged finless porpoise (Neophocaena asiaeorientalis) and common bottlenose dolphin (Tursiops truncatus), offering non-invasive, and spatially adept monitoring. Furthermore, eDNA provides prey species information, revealing the narrow-ridged finless porpoise's winter migration to deeper waters due to prey distribution. The study identifies prevalent prey species, like the Japanese Anchovy (Engraulis japonicus) and Osbeck's grenadier anchovy (Coilia mystus), offering insights into the porpoise's feeding ecology and adaptation to changing prey availability in winter. This study systematically compares diverse methodologies employed in cetacean surveys, thereby yielding a comprehensive understanding of cetacean distribution, behavior, and feeding ecology.
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Affiliation(s)
- Shaobo Yang
- East China Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Shanghai 200090, China; College of Marine Sciences of Shanghai Ocean University, Shanghai 201306, China
| | - Yan Jin
- East China Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Shanghai 200090, China; Key Laboratory of East China Sea Fishery Resources Exploitation and Utilization, Ministry of Agriculture and Rural Affairs, Shanghai 200090, China
| | - Shengfa Li
- East China Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Shanghai 200090, China; Key Laboratory of East China Sea Fishery Resources Exploitation and Utilization, Ministry of Agriculture and Rural Affairs, Shanghai 200090, China
| | - Zunlei Liu
- East China Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Shanghai 200090, China; Key Laboratory of East China Sea Fishery Resources Exploitation and Utilization, Ministry of Agriculture and Rural Affairs, Shanghai 200090, China.
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Baker CS, Claridge D, Dunn C, Fetherston T, Baker DN, Klinck H, Steel D. Quantification by droplet digital PCR and species identification by metabarcoding of environmental (e)DNA from Blainville's beaked whales, with assisted localization from an acoustic array. PLoS One 2023; 18:e0291187. [PMID: 37703242 PMCID: PMC10499200 DOI: 10.1371/journal.pone.0291187] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2022] [Accepted: 08/24/2023] [Indexed: 09/15/2023] Open
Abstract
Detection and identification of species, subspecies or stocks of whales, dolphins and porpoises at sea remain challenging, particularly for cryptic or elusive species like beaked whales (Family: Ziphiidae). Here we investigated the potential for using an acoustically assisted sampling design to collect environmental (e)DNA from beaked whales on the U.S. Navy's Atlantic Undersea Test and Evaluation Center (AUTEC) in The Bahamas. During 12 days of August 2019, we conducted 9 small-boat surveys and collected 56 samples of seawater (paired subsamples of 1L each, including controls) using both a spatial collection design in the absence of visual confirmation of whales, and a serial collection design in the proximity of whales at the surface. There were 7 sightings of whales, including 11 Blainville's beaked whales (Mesoplodon densirostris). All whales were located initially with the assistance of information from a bottom-mounted acoustic array available on the AUTEC range. Quantification by droplet digital (dd)PCR from the four spatial design collections showed no samples of eDNA above the threshold of detection and none of these 20 samples yielded amplicons for conventional or next-generation sequencing. Quantification of the 31 samples from four serial collections identified 11 likely positive detections. eDNA barcoding by conventional sequencing and eDNA metabarcoding by next-generation sequencing confirmed species identification for 9 samples from three of the four serial collections. We further resolved five intra-specific variants (i.e., haplotypes), two of which showed an exact match to previously published haplotypes and three that have not been reported previously to the international repository, GenBank. A minimum spanning network of the five eDNA haplotypes, with all other published haplotypes of Blainville's beaked whales, suggested the potential for further resolution of differences between oceanic populations.
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Affiliation(s)
- Charles Scott Baker
- Marine Mammal Institute, Hatfield Marine Science Center, Oregon State University, Newport, OR, United States of America
| | - Diane Claridge
- Bahamas Marine Mammal Research Organisation, Sandy Point, Abaco, The Bahamas
| | - Charlotte Dunn
- Bahamas Marine Mammal Research Organisation, Sandy Point, Abaco, The Bahamas
| | - Thomas Fetherston
- Naval Undersea Warfare Center, Newport, RI, United States of America
| | - Dorothy Nevé Baker
- Department of Ecology and Evolutionary Biology, University of California, Santa Cruz, CA, United States of America
| | - Holger Klinck
- Marine Mammal Institute, Hatfield Marine Science Center, Oregon State University, Newport, OR, United States of America
- Center for Conservation Bioacoustics Cornell Lab of Ornithology, Cornell University, Ithaca, NY, United States of America
| | - Debbie Steel
- Marine Mammal Institute, Hatfield Marine Science Center, Oregon State University, Newport, OR, United States of America
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Garrett NR, Watkins J, Francis CM, Simmons NB, Ivanova N, Naaum A, Briscoe A, Drinkwater R, Clare EL. Out of thin air: surveying tropical bat roosts through air sampling of eDNA. PeerJ 2023; 11:e14772. [PMID: 37128209 PMCID: PMC10148639 DOI: 10.7717/peerj.14772] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2022] [Accepted: 01/03/2023] [Indexed: 05/03/2023] Open
Abstract
Understanding roosting behaviour is essential to bat conservation and biomonitoring, often providing the most accurate methods of assessing bat population size and health. However, roosts can be challenging to survey, e.g., physically impossible to access or presenting risks for researchers. Disturbance during monitoring can also disrupt natural bat behaviour and present material risks to the population such as disrupting hibernation cycles. One solution to this is the use of non-invasive monitoring approaches. Environmental (e)DNA has proven especially effective at detecting rare and elusive species particularly in hard-to-reach locations. It has recently been demonstrated that eDNA from vertebrates is carried in air. When collected in semi-confined spaces, this airborne eDNA can provide remarkably accurate profiles of biodiversity, even in complex tropical communities. In this study, we deploy novel airborne eDNA collection for the first time in a natural setting and use this approach to survey difficult to access potential roosts in the neotropics. Using airborne eDNA, we confirmed the presence of bats in nine out of 12 roosts. The identified species matched previous records of roost use obtained from photographic and live capture methods, thus demonstrating the utility of this approach. We also detected the presence of the white-winged vampire bat (Diaemus youngi) which had never been confirmed in the area but was long suspected based on range maps. In addition to the bats, we detected several non-bat vertebrates, including the big-eared climbing rat (Ototylomys phyllotis), which has previously been observed in and around bat roosts in our study area. We also detected eDNA from other local species known to be in the vicinity. Using airborne eDNA to detect new roosts and monitor known populations, particularly when species turnover is rapid, could maximize efficiency for surveyors while minimizing disturbance to the animals. This study presents the first applied use of airborne eDNA collection for ecological analysis moving beyond proof of concept to demonstrate a clear utility for this technology in the wild.
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Affiliation(s)
- Nina R. Garrett
- Department of Biology, York University, Toronto, Ontario, Canada
| | - Jonathan Watkins
- School of Biology and Environmental Science, Faculty of Science, Queensland University of Technology, Brisbane, Queensland, Australia
| | - Charles M. Francis
- Canadian Wildlife Service, Environment and Climate Change Canada, Ottawa, Ontario, Canada
| | - Nancy B. Simmons
- Department of Mammalogy, Division of Vertebrate Zoology, American Museum of Natural History, New York, New York, United States of America
| | | | - Amanda Naaum
- Nature Metrics North America Ltd., Guelph, Ontario, Canada
| | - Andrew Briscoe
- Nature Metrics Ltd., Surrey Research Park, Guildford, United Kingdom
| | - Rosie Drinkwater
- Palaeogenomics group, Department of Veterinary Sciences, Ludwig-Maximillian University Munich, Munich, Germany
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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: 0.8] [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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Stauffer S, Jucker M, Keggin T, Marques V, Andrello M, Bessudo S, Cheutin M, Borrero‐Pérez GH, Richards E, Dejean T, Hocdé R, Juhel J, Ladino F, Letessier TB, Loiseau N, Maire E, Mouillot D, Mutis Martinezguerra M, Manel S, Polanco Fernández A, Valentini A, Velez L, Albouy C, Pellissier L, Waldock C. How many replicates to accurately estimate fish biodiversity using environmental DNA on coral reefs? Ecol Evol 2021; 11:14630-14643. [PMID: 34765130 PMCID: PMC8571620 DOI: 10.1002/ece3.8150] [Citation(s) in RCA: 16] [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: 05/26/2021] [Revised: 08/31/2021] [Accepted: 09/08/2021] [Indexed: 01/22/2023] Open
Abstract
Quantifying fish species diversity in rich tropical marine environments remains challenging. Environmental DNA (eDNA) metabarcoding is a promising tool to face this challenge through the filtering, amplification, and sequencing of DNA traces from water samples. However, because eDNA concentration is low in marine environments, the reliability of eDNA to detect species diversity can be limited. Using an eDNA metabarcoding approach to identify fish Molecular Taxonomic Units (MOTUs) with a single 12S marker, we aimed to assess how the number of sampling replicates and filtered water volume affect biodiversity estimates. We used a paired sampling design of 30 L per replicate on 68 reef transects from 8 sites in 3 tropical regions. We quantified local and regional sampling variability by comparing MOTU richness, compositional turnover, and compositional nestedness. We found strong turnover of MOTUs between replicated pairs of samples undertaken in the same location, time, and conditions. Paired samples contained non-overlapping assemblages rather than subsets of one another. As a result, non-saturated localized diversity accumulation curves suggest that even 6 replicates (180 L) in the same location can underestimate local diversity (for an area <1 km). However, sampling regional diversity using ~25 replicates in variable locations (often covering 10 s of km) often saturated biodiversity accumulation curves. Our results demonstrate variability of diversity estimates possibly arising from heterogeneous distribution of eDNA in seawater, highly skewed frequencies of eDNA traces per MOTU, in addition to variability in eDNA processing. This high compositional variability has consequences for using eDNA to monitor temporal and spatial biodiversity changes in local assemblages. Avoiding false-negative detections in future biomonitoring efforts requires increasing replicates or sampled water volume to better inform management of marine biodiversity using eDNA.
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Affiliation(s)
- Salomé Stauffer
- Landscape EcologyInstitute of Terrestrial EcosystemsDepartment of Environmental Systems ScienceETH ZürichZürichSwitzerland
| | - Meret Jucker
- Landscape EcologyInstitute of Terrestrial EcosystemsDepartment of Environmental Systems ScienceETH ZürichZürichSwitzerland
| | - Thomas Keggin
- Landscape EcologyInstitute of Terrestrial EcosystemsDepartment of Environmental Systems ScienceETH ZürichZürichSwitzerland
- Unit of Land Change ScienceSwiss Federal Research Institute WSLBirmensdorfSwitzerland
| | - Virginie Marques
- MARBECUniv. MontpellierCNRSIFREMERIRDMontpellierFrance
- CEFEUniv. MontpellierCNRSEPHE‐PSL UniversityIRDUniv. Paul Valéry Montpellier 3MontpellierFrance
| | - Marco Andrello
- Institute for the Study of Anthropic Impacts and Sustainability in the Marine EnvironmentNational Research CouncilRomeItaly
| | - Sandra Bessudo
- Fundación Malpelo y otros ecosistemas marinosBogotáColombia
| | | | - Giomar Helena Borrero‐Pérez
- Instituto de Investigaciones Marinas y Costeras‐INVEMAR Museo de Historia Natural Marina de Colombia (MHNMC)Santa MartaColombia
| | - Eilísh Richards
- Landscape EcologyInstitute of Terrestrial EcosystemsDepartment of Environmental Systems ScienceETH ZürichZürichSwitzerland
| | | | - Régis Hocdé
- MARBECUniv. MontpellierCNRSIFREMERIRDMontpellierFrance
| | | | - Felipe Ladino
- Fundación Malpelo y otros ecosistemas marinosBogotáColombia
| | - Tom B. Letessier
- Institute of ZoologyZoological Society of LondonLondonUK
- Marine Futures LabUniversity of Western AustraliaCrawleyWAAustralia
| | | | - Eva Maire
- Lancaster Environment CentreLancaster UniversityLancasterUK
| | | | - Maria Mutis Martinezguerra
- Instituto de Investigaciones Marinas y Costeras‐INVEMAR Museo de Historia Natural Marina de Colombia (MHNMC)Santa MartaColombia
| | - Stéphanie Manel
- CEFEUniv. MontpellierCNRSEPHE‐PSL UniversityIRDUniv. Paul Valéry Montpellier 3MontpellierFrance
| | - Andrea Polanco Fernández
- Instituto de Investigaciones Marinas y Costeras‐INVEMAR Museo de Historia Natural Marina de Colombia (MHNMC)Santa MartaColombia
| | | | - Laure Velez
- MARBECUniv. MontpellierCNRSIFREMERIRDMontpellierFrance
| | - Camille Albouy
- IFREMERunité Écologie et Modèles pour l’HalieutiqueNantesFrance
| | - Loïc Pellissier
- Landscape EcologyInstitute of Terrestrial EcosystemsDepartment of Environmental Systems ScienceETH ZürichZürichSwitzerland
- Unit of Land Change ScienceSwiss Federal Research Institute WSLBirmensdorfSwitzerland
| | - Conor Waldock
- Landscape EcologyInstitute of Terrestrial EcosystemsDepartment of Environmental Systems ScienceETH ZürichZürichSwitzerland
- Unit of Land Change ScienceSwiss Federal Research Institute WSLBirmensdorfSwitzerland
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