Evidence map›Paper›PMID 39887645›Full record

ArticleMolecular ecology resources2025

A Long-Term Ecological Research Data Set From the Marine Genetic Monitoring Program ARMS-MBON 2018-2020.

Nauras Daraghmeh, Katrina Exter, Justine Pagnier, Piotr Balazy, Ibon Cancio, Giorgos Chatzigeorgiou, Eva Chatzinikolaou, Maciej Chelchowski, Nathan Alexis Mitchell Chrismas, Thierry Comtet and 31 more

Abstract read
In one paragraph

Article in Molecular ecology resources, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

4 citing papers in PubMed.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

41 authors.

Nauras DaraghmehDepartment of Marine Sciences, University of Gothenburg, Gothenburg, Sweden.ORCID https://orcid.org/0000-0001-8261-824X
Katrina ExterFlanders Marine Institute (VLIZ), Oostende, West-Vlaanderen, Belgium.ORCID https://orcid.org/0000-0002-5911-1536
Justine PagnierDepartment of Marine Sciences, University of Gothenburg, Gothenburg, Sweden.ORCID https://orcid.org/0000-0002-6531-1374
Piotr BalazyInstitute of Oceanology, Polish Academy of Sciences (IOPAN), Sopot, Poland.ORCID https://orcid.org/0000-0002-1126-3151
Ibon CancioPlentzia Marine Station (PiE-UPV/EHU), University of the Basque Country, Plentzia-Bizkaia, Basque Country, Spain.ORCID https://orcid.org/0000-0003-4841-0079
Giorgos ChatzigeorgiouInstitute of Marine Biology, Biotechnology and Aquaculture (IMBBC), Hellenic Center for Marine Research (HCMR), Heraklion, Crete, Greece.ORCID https://orcid.org/0000-0003-3507-6542
Eva ChatzinikolaouInstitute of Marine Biology, Biotechnology and Aquaculture (IMBBC), Hellenic Center for Marine Research (HCMR), Heraklion, Crete, Greece.ORCID https://orcid.org/0000-0002-7171-5105
Maciej ChelchowskiInstitute of Oceanology, Polish Academy of Sciences (IOPAN), Sopot, Poland.ORCID https://orcid.org/0000-0002-5742-1960
Nathan Alexis Mitchell ChrismasRoyal Botanic Garden Edinburgh, Edinburgh, UK.ORCID https://orcid.org/0000-0002-2165-3102
Thierry ComtetSorbonne Université, CNRS, Station Biologique de Roscoff, Place Georges Teissier, Roscoff, France.ORCID https://orcid.org/0000-0002-0597-1768
Thanos DailianisInstitute of Marine Biology, Biotechnology and Aquaculture (IMBBC), Hellenic Center for Marine Research (HCMR), Heraklion, Crete, Greece.ORCID https://orcid.org/0000-0002-4102-9331
Klaas DeneudtFlanders Marine Institute (VLIZ), Oostende, West-Vlaanderen, Belgium.ORCID https://orcid.org/0000-0002-8559-3508
Oihane Diaz de CerioPlentzia Marine Station (PiE-UPV/EHU), University of the Basque Country, Plentzia-Bizkaia, Basque Country, Spain.ORCID https://orcid.org/0000-0002-5605-8434
Markos DigenisInstitute of Marine Biology, Biotechnology and Aquaculture (IMBBC), Hellenic Center for Marine Research (HCMR), Heraklion, Crete, Greece.ORCID https://orcid.org/0000-0003-2360-2285
Vasilis GerovasileiouInstitute of Marine Biology, Biotechnology and Aquaculture (IMBBC), Hellenic Center for Marine Research (HCMR), Heraklion, Crete, Greece.ORCID https://orcid.org/0000-0002-9143-7480
José GonzálezCentro de Investigación Mariña, Universidade de Vigo, Estación de Ciencias Mariñas de Toralla, Vigo, Pontevedra, Spain.ORCID https://orcid.org/0000-0003-1576-9819
Laura KauppiTvärminne Zoological Station, University of Helsinki, Hanko, Finland.ORCID https://orcid.org/0000-0002-3620-8095
Jon Bent KristoffersenInstitute of Marine Biology, Biotechnology and Aquaculture (IMBBC), Hellenic Center for Marine Research (HCMR), Heraklion, Crete, Greece.ORCID https://orcid.org/0000-0002-8804-1864
Piotr KuklińskiInstitute of Oceanology, Polish Academy of Sciences (IOPAN), Sopot, Poland.ORCID https://orcid.org/0000-0002-1507-215X
Rafał LasotaFaculty of Oceanography and Geography, University of Gdansk, Gdynia, Poland.ORCID https://orcid.org/0000-0002-2745-3515
Liraz LevyThe Interuniversity Institute of Marine Sciences in Eilat, Eilat, Israel.
Magdalena MałachowiczInstitute of Oceanology, Polish Academy of Sciences (IOPAN), Sopot, Poland.ORCID https://orcid.org/0000-0002-3088-9619
Borut MavričNational Institute of Biology, Marine Biology Station Piran, Piran, Slovenia.ORCID https://orcid.org/0000-0001-5488-0793
Jonas MortelmansFlanders Marine Institute (VLIZ), Oostende, West-Vlaanderen, Belgium.ORCID https://orcid.org/0000-0002-8781-7915
Estefania ParedesCentro de Investigación Mariña, Universidade de Vigo, Estación de Ciencias Mariñas de Toralla, Vigo, Pontevedra, Spain.ORCID https://orcid.org/0000-0001-8829-360X
Anita Poćwierz-KotusInstitute of Oceanology, Polish Academy of Sciences (IOPAN), Sopot, Poland.ORCID https://orcid.org/0000-0001-6667-6175
Henning ReissFaculty of Biosciences and Aquaculture, Nord University, Bodø, Norway.ORCID https://orcid.org/0000-0003-1393-0269
Ioulia SantiInstitute of Marine Biology, Biotechnology and Aquaculture (IMBBC), Hellenic Center for Marine Research (HCMR), Heraklion, Crete, Greece.ORCID https://orcid.org/0000-0002-0202-8256
Georgia SarafidouInstitute of Marine Biology, Biotechnology and Aquaculture (IMBBC), Hellenic Center for Marine Research (HCMR), Heraklion, Crete, Greece.ORCID https://orcid.org/0000-0002-1700-3000
Grigorios SkouradakisInstitute of Marine Biology, Biotechnology and Aquaculture (IMBBC), Hellenic Center for Marine Research (HCMR), Heraklion, Crete, Greece.ORCID https://orcid.org/0000-0002-8482-460X
Jostein SolbakkenTvärminne Zoological Station, University of Helsinki, Hanko, Finland.ORCID https://orcid.org/0009-0003-0069-4700
Peter A U StaehrDepartment of Ecoscience, Aarhus University, Roskilde and Aarhus, Denmark.ORCID https://orcid.org/0000-0002-1580-4875
Javier TajaduraPlentzia Marine Station (PiE-UPV/EHU), University of the Basque Country, Plentzia-Bizkaia, Basque Country, Spain.ORCID https://orcid.org/0009-0003-0445-7083
Jakob ThyrringDepartment of Ecoscience, Aarhus University, Roskilde and Aarhus, Denmark.ORCID https://orcid.org/0000-0002-1029-3105
Jesus S TroncosoCentro de Investigación Mariña, Universidade de Vigo, Estación de Ciencias Mariñas de Toralla, Vigo, Pontevedra, Spain.ORCID https://orcid.org/0000-0002-7305-6879
Emmanouela VernadouInstitute of Marine Biology, Biotechnology and Aquaculture (IMBBC), Hellenic Center for Marine Research (HCMR), Heraklion, Crete, Greece.ORCID https://orcid.org/0009-0009-0779-4695
Frederique ViardISEM, Université de Montpellier, CNRS, EPHE, IRD, Montpellier cedex 05, France.ORCID https://orcid.org/0000-0001-5603-9527
Haris ZafeiropoulosInstitute of Marine Biology, Biotechnology and Aquaculture (IMBBC), Hellenic Center for Marine Research (HCMR), Heraklion, Crete, Greece.ORCID https://orcid.org/0000-0002-4405-6802
Małgorzata ZbawickaInstitute of Oceanology, Polish Academy of Sciences (IOPAN), Sopot, Poland.ORCID https://orcid.org/0000-0001-5156-6184
Christina PavloudiInstitute of Marine Biology, Biotechnology and Aquaculture (IMBBC), Hellenic Center for Marine Research (HCMR), Heraklion, Crete, Greece.ORCID https://orcid.org/0000-0001-5106-6067
Matthias ObstDepartment of Marine Sciences, University of Gothenburg, Gothenburg, Sweden.ORCID https://orcid.org/0000-0003-0264-9631

Funding

Aage V. Jensen FoundationASSEMBLE Plus 730984Carlsbergfondet CF21-0564Center for the study and sustainable exploitation of Marine Biological Resources MIS5002670DTO-bioflow 101112823European Marine Biological Resource Centre (EMBR-ERIC)FONDATION TotalH2020 EOSC-Life 824087Havs- och Vattenmyndigheten 3181-2019INTERREG EBB EAPA_501/2016LifeWatchGreece MIS384676MARBIGEN EU Regpot 264089MARCO BOLO 101082021North Sea Program of the European Regional Development Fund of the European UnionResearch Foundation Flanders I000819NSwedish Biodiversity Data Infrastructure 2019-00242
6 · The paper itself

Abstract

Molecular methods such as DNA/eDNA metabarcoding have emerged as useful tools to document the biodiversity of complex communities over large spatio-temporal scales. We established an international Marine Biodiversity Observation Network (ARMS-MBON) combining standardised sampling using autonomous reef monitoring structures (ARMS) with metabarcoding for genetic monitoring of marine hard-bottom benthic communities. Here, we present the data of our first sampling campaign comprising 56 ARMS units deployed in 2018-2019 and retrieved in 2018-2020 across 15 observatories along the coasts of Europe and adjacent regions. We describe the open-access data set (image, genetic and metadata) and explore the genetic data to show its potential for marine biodiversity monitoring and ecological research. Our analysis shows that ARMS recovered more than 60 eukaryotic phyla capturing diversity of up to ~5500 amplicon sequence variants and ~1800 operational taxonomic units, and up to ~250 and ~50 species per observatory using the cytochrome c oxidase subunit I (COI) and 18S rRNA marker genes, respectively. Further, ARMS detected threatened, vulnerable and non-indigenous species often targeted in biological monitoring. We show that while deployment duration does not drive diversity estimates, sampling effort and sequencing depth across observatories do. We recommend that ARMS should be deployed for at least 3-6 months during the main growth season to use resources as efficiently as possible and that post-sequencing curation is applied to enable statistical comparison of spatio-temporal entities. We suggest that ARMS should be used in biological monitoring programs and long-term ecological research and encourage the adoption of our ARMS-MBON protocols.

Indexed as

Aquatic OrganismsBiodiversityDNA Barcoding, TaxonomicAnimalsElectron Transport Complex IVEuropeRNA, Ribosomal, 18SElectron Transport Complex IVRNA, Ribosomal, 18S18S rRNACOIEssential biodiversity variablesEuropean marine omics biodiversity observation networkgenetic monitoringinvasive speciesITS

Identifiers

PMID39887645
PMCPMC11969632

What Socratic holds

Textmetadata
LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.