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Nguyen NL, Pawłowska J, Zajaczkowski M, Weiner AKM, Cordier T, Grant DM, De Schepper S, Pawłowski J. Taxonomic and abundance biases affect the record of marine eukaryotic plankton communities in sediment DNA archives. Mol Ecol Resour 2024; 24:e14014. [PMID: 39188124 DOI: 10.1111/1755-0998.14014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2024] [Revised: 07/09/2024] [Accepted: 08/15/2024] [Indexed: 08/28/2024]
Abstract
Environmental DNA (eDNA) preserved in marine sediments is increasingly being used to study past ecosystems. However, little is known about how accurately marine biodiversity is recorded in sediment eDNA archives, especially planktonic taxa. Here, we address this question by comparing eukaryotic diversity in 273 eDNA samples from three water depths and the surface sediments of 24 stations in the Nordic Seas. Analysis of 18S-V9 metabarcoding data reveals distinct eukaryotic assemblages between water and sediment eDNA. Only 40% of Amplicon Sequence Variants (ASVs) detected in water were also found in sediment eDNA. Remarkably, the ASVs shared between water and sediment accounted for 80% of total sequence reads suggesting that a large amount of plankton DNA is transported to the seafloor, predominantly from abundant phytoplankton taxa. However, not all plankton taxa were equally archived on the seafloor. The plankton DNA deposited in the sediments was dominated by diatoms and showed an underrepresentation of certain nano- and picoplankton taxa (Picozoa or Prymnesiophyceae). Our study offers the first insights into the patterns of plankton diversity recorded in sediment in relation to seasonality and spatial variability of environmental conditions in the Nordic Seas. Our results suggest that the genetic composition and structure of the plankton community vary considerably throughout the water column and differ from what accumulates in the sediment. Hence, the interpretation of sedimentary eDNA archives should take into account potential taxonomic and abundance biases when reconstructing past changes in marine biodiversity.
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Affiliation(s)
- Ngoc-Loi Nguyen
- Department of Paleoceanography, Institute of Oceanology, Polish Academy of Sciences, Sopot, Poland
| | - Joanna Pawłowska
- Department of Paleoceanography, Institute of Oceanology, Polish Academy of Sciences, Sopot, Poland
| | - Marek Zajaczkowski
- Department of Paleoceanography, Institute of Oceanology, Polish Academy of Sciences, Sopot, Poland
| | - Agnes K M Weiner
- NORCE Climate and Environment, NORCE Norwegian Research Centre AS and Bjerknes Centre for Climate Research, Bergen, Norway
| | - Tristan Cordier
- NORCE Climate and Environment, NORCE Norwegian Research Centre AS and Bjerknes Centre for Climate Research, Bergen, Norway
| | - Danielle M Grant
- NORCE Climate and Environment, NORCE Norwegian Research Centre AS and Bjerknes Centre for Climate Research, Bergen, Norway
| | - Stijn De Schepper
- NORCE Climate and Environment, NORCE Norwegian Research Centre AS and Bjerknes Centre for Climate Research, Bergen, Norway
| | - Jan Pawłowski
- Department of Paleoceanography, Institute of Oceanology, Polish Academy of Sciences, Sopot, Poland
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2
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Douard M, Fernandez S, Garcia-Vazquez E, Planes S. Rapid expansion and ecosystem health risk of invasive biopollutants dispersed by maritime traffic in French Polynesia. MARINE POLLUTION BULLETIN 2024; 208:116927. [PMID: 39255672 DOI: 10.1016/j.marpolbul.2024.116927] [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: 06/26/2024] [Revised: 08/31/2024] [Accepted: 08/31/2024] [Indexed: 09/12/2024]
Abstract
The introduction of biopollutant species challenge ecosystem health and economy in remote islands. Here we checked the advance of invasive fouling species in five French Polynesian islands. Expansion of invasive species (Acantophora spicifera, Bugula neritina, Chthamalus proteus, Dendostrea frons) was detected using individual barcoding (COI for animals, RBLC for algae), and metabarcoding on biofouling (COI and 18S sequences). They were especially abundant in Port Phaeton (Tahiti), Bora Bora and Rangiroa atoll. Chthamalus proteus is a vector of bacterial diseases and may harm native French Polynesian mollusks. Dendostrea frons is a vector of Perkinsus, a parasite to which black pearl oysters, the mainstay of the Polynesian economy, are susceptible. High ecological and epidemiological risks were estimated for C. proteus and D. frons, and ecological risks also for A. spicifera and especially for B. neritina. Strengthening marine biosecurity measures is highly recommended to conserve these unique ecosystems and their associated services.
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Affiliation(s)
- Margaux Douard
- Centre de Recherche Insulaire et Observatoire de l'Environnement, Moorea, French Polynesia
| | - Sara Fernandez
- Department of Functional Biology, University of Oviedo, C/Julian Claveria s/n, 33006 Oviedo, Spain
| | - Eva Garcia-Vazquez
- Department of Functional Biology, University of Oviedo, C/Julian Claveria s/n, 33006 Oviedo, Spain.
| | - Serge Planes
- Centre de Recherche Insulaire et Observatoire de l'Environnement, Moorea, French Polynesia; USR3278 CRIOBE EPHE-CNRS-UPVD, 66860 Perpignan, France
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3
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Lavrador AS, Amaral FG, Moutinho J, Vieira PE, Costa FO, Duarte S. Comprehensive DNA metabarcoding-based detection of non-indigenous invertebrates in recreational marinas through a multi-substrate approach. MARINE ENVIRONMENTAL RESEARCH 2024; 200:106660. [PMID: 39088889 DOI: 10.1016/j.marenvres.2024.106660] [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: 05/23/2024] [Revised: 07/15/2024] [Accepted: 07/29/2024] [Indexed: 08/03/2024]
Abstract
eDNA metabarcoding has been increasingly employed in the monitoring of marine invertebrate non-indigenous species (NIS), in particular using filtered seawater. However, comprehensive detection of all NIS may require a diversity of sampling substrates. To assess the effectiveness of 5 sample types (hard and artificial substrates, water, zooplankton) on the recovery of invertebrates' diversity, two marinas were monitored over three time points, using COI and 18S rRNA genes as DNA metabarcoding markers. We detected a total of 628 species and 23 NIS, with only up to 9% species and 17% of NIS detected by all sample types. Hard and artificial substrates were similar to each other but displayed the most significant difference in invertebrate recovery when compared to water eDNA and zooplankton. Five NIS are potential first records for Portugal. No NIS were detected in all sample types and seasons, highlighting the need for varied sampling approaches, and consideration of temporal variation for comprehensive marine NIS surveillance.
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Affiliation(s)
- Ana S Lavrador
- 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.
| | - Fábio G Amaral
- 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
| | - Jorge Moutinho
- 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
| | - Pedro E Vieira
- 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
| | - 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
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Aglieri G, Quattrocchi F, Mariani S, Baillie C, Spatafora D, Di Franco A, Turco G, Tolone M, Di Gerlando R, Milazzo M. Fish eDNA detections in ports mirror fishing fleet activities and highlight the spread of non-indigenous species in the Mediterranean Sea. MARINE POLLUTION BULLETIN 2023; 189:114792. [PMID: 36921451 DOI: 10.1016/j.marpolbul.2023.114792] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/10/2022] [Revised: 02/22/2023] [Accepted: 02/25/2023] [Indexed: 06/18/2023]
Abstract
Gathering comprehensive marine biodiversity data can be difficult, costly and time consuming, preventing adequate knowledge of diversity patterns in many areas worldwide. We propose fishing ports as "natural" sinks of biodiversity information collected by fishing vessels probing disparate habitats, depths, and environments. By combining rapid environmental DNA metabarcoding (eDNA) surveys and data from public registers and Automatic Identification Systems, we show significant positive relationships between fishing fleet activities (i.e. fishing effort and characteristics of the fishing grounds) and the taxonomic fish assemblage composition in eleven Mediterranean fishing ports. Overall, we identified 160 fish and 123 invertebrate OTUs, including at least seven non-indigenous species, in some instances well beyond their known distribution areas. Our findings suggest that eDNA assessments of fishing harbours' waters might offer a rapid way to monitor marine biodiversity in unknown or under-sampled areas, as well as to reconstruct fishing catches, often underreported in several regions.
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Affiliation(s)
- Giorgio Aglieri
- Stazione Zoologica Anton Dohrn, Department of Integrative Marine Ecology, Palermo, Italy; NBFC, National Biodiversity Future Center, Palermo, Italy.
| | - Federico Quattrocchi
- NBFC, National Biodiversity Future Center, Palermo, Italy; University of Palermo, Department of Earth and Marine Sciences (DiSTeM), Palermo, Italy; Institute for Biological Resources and Marine Biotechnologies, National Research Council (IRBIM-CNR), Mazara del Vallo, Italy
| | - Stefano Mariani
- School of Biological & Environmental Sciences, Liverpool John Moores University, Liverpool, UK
| | | | - Davide Spatafora
- University of Palermo, Department of Earth and Marine Sciences (DiSTeM), Palermo, Italy
| | - Antonio Di Franco
- Stazione Zoologica Anton Dohrn, Department of Integrative Marine Ecology, Palermo, Italy; NBFC, National Biodiversity Future Center, Palermo, Italy
| | - Gabriele Turco
- University of Palermo, Department of Earth and Marine Sciences (DiSTeM), Palermo, Italy
| | - Marco Tolone
- University of Palermo, Department of Agricultural Food and Forest Sciences, Palermo, Italy
| | - Rosalia Di Gerlando
- University of Palermo, Department of Agricultural Food and Forest Sciences, Palermo, Italy
| | - Marco Milazzo
- NBFC, National Biodiversity Future Center, Palermo, Italy; University of Palermo, Department of Earth and Marine Sciences (DiSTeM), Palermo, Italy
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Willassen E, Westgaard JI, Kongsrud JA, Hanebrekke T, Buhl-Mortensen P, Holte B. Benthic invertebrates in Svalbard fjords-when metabarcoding does not outperform traditional biodiversity assessment. PeerJ 2022; 10:e14321. [PMID: 36415859 PMCID: PMC9676020 DOI: 10.7717/peerj.14321] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2022] [Accepted: 10/10/2022] [Indexed: 11/18/2022] Open
Abstract
To protect and restore ecosystems and biodiversity is one of the 10 challenges identified by the United Nations's Decade of the Ocean Science. In this study we used eDNA from sediments collected in two fjords of the Svalbard archipelago and compared the taxonomic composition with traditional methods through metabarcoding, targeting mitochondrial CO1, to survey benthos. Clustering of 21.6 mill sequence reads with a d value of 13 in swarm, returned about 25 K OTU reads. An identification search with the BOLD database returned 12,000 taxonomy annotated sequences spanning a similarity range of 50% to 100%. Using an acceptance filter of minimum 90% similarity to the CO1 reference sequence, we found that 74% of the ca 100 taxon identified sequence reads were Polychaeta and 22% Nematoda. Relatively few other benthic invertebrate species were detected. Many of the identified sequence reads were extra-organismal DNA from terrestrial, planktonic, and photic zone sources. For the species rich Polychaeta, we found that, on average, only 20.6% of the species identified from morphology were also detected with DNA. This discrepancy was not due to missing reference sequences in the search database, because 90-100% (mean 96.7%) of the visually identified species at each station were represented with barcodes in Boldsystems. The volume of DNA samples is small compared with the volume searched in visual sorting, and the replicate DNA-samples in sum covered only about 2% of the surface area of a grab. This may considerably reduce the detection rate of species that are not uniformly distributed in the sediments. Along with PCR amplification bias and primer mismatch, this may be an important reason for the limited congruence of species identified with the two approaches. However, metabarcoding also identified 69 additional species that are usually overlooked in visual sample sorting, demonstrating how metabarcoding can complement traditional methodology by detecting additional, less conspicuous groups of organisms.
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Affiliation(s)
- Endre Willassen
- Department of Natural History, University of Bergen, Bergen, Norway
| | - Jon-Ivar Westgaard
- Department of Population Genetics, Institute of Marine Research, Tromsø, Troms, Norway
| | | | - Tanja Hanebrekke
- Department of Population Genetics, Institute of Marine Research, Tromsø, Troms, Norway
| | - Pål Buhl-Mortensen
- Department of Bentic Communities, Institute of Marine Research, Bergen, Norway
| | - Børge Holte
- Department of Bentic Communities, Institute of Marine Research, Tromsø, Troms, Norway
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Jeunen GJ, Lipinskaya T, Gajduchenko H, Golovenchik V, Moroz M, Rizevsky V, Semenchenko V, Gemmell NJ. Environmental DNA (eDNA) metabarcoding surveys show evidence of non-indigenous freshwater species invasion to new parts of Eastern Europe. METABARCODING AND METAGENOMICS 2022. [DOI: 10.3897/mbmg.6.e68575] [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
Active environmental DNA (eDNA) surveillance through species-specific amplification has shown increased sensitivity in the detection of non-indigenous species (NIS) compared to traditional approaches. When many NIS are of interest, however, active surveillance decreases in cost- and time-efficiency. Passive surveillance through eDNA metabarcoding takes advantage of the complex DNA signal in environmental samples and facilitates the simultaneous detection of multiple species. While passive eDNA surveillance has previously detected NIS, comparative studies are essential to determine the ability of eDNA metabarcoding to accurately describe the range of invasion for multiple NIS versus alternative approaches. Here, we surveyed twelve sites, covering nine rivers across Belarus for NIS with three different techniques, i.e. an ichthyological, hydrobiological and eDNA survey, whereby DNA was extracted from 500 ml surface water samples and amplified with two 16S rDNA primer assays targeting the fish and macroinvertebrate biodiversity. Nine non-indigenous fish and ten non-indigenous benthic macroinvertebrates were detected by traditional surveys, while seven NISeDNA signals were picked up, including four fish, one aquatic and two benthic macroinvertebrates. Passive eDNA surveillance extended the range of invasion further north for two invasive fish and identified a new NIS for Belarus, the freshwater jellyfish Craspedacusta sowerbii. False-negative detections for the eDNA survey might be attributed to: (i) preferential amplification of aquatic over benthic macroinvertebrates from surface water samples and (ii) an incomplete reference database. The evidence provided in this study recommends the implementation of both molecular-based and traditional approaches to maximise the probability of early detection of non-native organisms.
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Ogata M, Masuda R, Harino H, Sakata MK, Hatakeyama M, Yokoyama K, Yamashita Y, Minamoto T. Environmental DNA preserved in marine sediment for detecting jellyfish blooms after a tsunami. Sci Rep 2021; 11:16830. [PMID: 34417484 PMCID: PMC8379222 DOI: 10.1038/s41598-021-94286-2] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2021] [Accepted: 07/08/2021] [Indexed: 02/07/2023] Open
Abstract
Environmental DNA (eDNA) can be a powerful tool for detecting the distribution and abundance of target species. This study aimed to test the longevity of eDNA in marine sediment through a tank experiment and to use this information to reconstruct past faunal occurrence. In the tank experiment, juvenile jack mackerel (Trachurus japonicus) were kept in flow-through tanks with marine sediment for two weeks. Water and sediment samples from the tanks were collected after the removal of fish. In the field trial, sediment cores were collected in Moune Bay, northeast Japan, where unusual blooms of jellyfish (Aurelia sp.) occurred after a tsunami. The samples were analyzed by layers to detect the eDNA of jellyfish. The tank experiment revealed that after fish were removed, eDNA was not present in the water the next day, or subsequently, whereas eDNA was detectable in the sediment for 12 months. In the sediment core samples, jellyfish eDNA was detected at high concentrations above the layer with the highest content of polycyclic aromatic hydrocarbons, reflecting tsunami-induced oil spills. Thus, marine sediment eDNA preserves a record of target species for at least one year and can be used to reconstruct past faunal occurrence.
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Affiliation(s)
- Mizuki Ogata
- grid.258799.80000 0004 0372 2033Maizuru Fisheries Research Station, Field Science Education and Research Center, Kyoto University, Nagahama, Maizuru, Kyoto 625-0086 Japan ,Benesse Corporation, 3-7-17 Minamigata, Kitaku, Okayama 700-8686 Japan
| | - Reiji Masuda
- grid.258799.80000 0004 0372 2033Maizuru Fisheries Research Station, Field Science Education and Research Center, Kyoto University, Nagahama, Maizuru, Kyoto 625-0086 Japan
| | - Hiroya Harino
- grid.444507.60000 0001 0424 8271Department of Human Sciences, Kobe College, 4-1 Okadayama, Nishinomiya, Hyogo 662-8508 Japan
| | - Masayuki K. Sakata
- grid.31432.370000 0001 1092 3077Graduate School of Human Development and Environment, Kobe University, 3-11 Tsurukabuto, Nada-ku, Kobe, Hyogo 657-8501 Japan
| | - Makoto Hatakeyama
- Non-Profit Organization Mori-Umi, Nishi-Moune, Karakuwa, Kesennuma, Miyagi 988-0527 Japan
| | - Katsuhide Yokoyama
- grid.265074.20000 0001 1090 2030Tokyo Metropolitan University, 1-1 Minami-Osawa, Hachioji, Tokyo 092-0397 Japan
| | - Yoh Yamashita
- grid.258799.80000 0004 0372 2033Maizuru Fisheries Research Station, Field Science Education and Research Center, Kyoto University, Nagahama, Maizuru, Kyoto 625-0086 Japan
| | - Toshifumi Minamoto
- grid.31432.370000 0001 1092 3077Graduate School of Human Development and Environment, Kobe University, 3-11 Tsurukabuto, Nada-ku, Kobe, Hyogo 657-8501 Japan
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Meyer-Kaiser K, Chen H, Liu X, Laney SR. Oceanographic influence on the early life-history stages of benthic invertebrates during the polar night. Polar Biol 2021. [DOI: 10.1007/s00300-021-02918-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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