Evidence map›Paper›PMID 40213263›Full record

ArticleMetabarcoding and metagenomics2025

Proficiency testing and cross-laboratory method comparison to support standardisation of diatom DNA metabarcoding for freshwater biomonitoring.

Valentin Vasselon, Sinziana F Rivera, Éva Ács, Salomé Baja Almeida, Karl B Andree, Laure Apothéloz-Perret-Gentil, Bonnie Bailet, Ana Baričević, Kevin K Beentjes, Juliane Bettig and 31 more

Abstract read
In one paragraph

Article in Metabarcoding and metagenomics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Review
  2. Article
  3. Review
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.

Valentin VasselonScimabio-Interface, Thonon-Les-Bains, France.ORCID 0000-0001-5038-7918
Sinziana F RiveraSwiss Federal Research Institute WSL Agroscope, Birmensdorf, Switzerland.ORCID 0000-0002-0812-9031
Éva ÁcsFaculty of Water Sciences, University of Public Service, Baja, Hungary.ORCID 0000-0003-1774-157X
Salomé Baja AlmeidaGeoBioTec and Biology Department, University of Aveiro, Aveiro, Portugal.ORCID 0000-0001-7240-7967
Karl B AndreeIRTA, La Ràpita, Spain.ORCID 0000-0001-6564-0015
Laure Apothéloz-Perret-GentilAgroscope, Nyon, Switzerland.
Bonnie BailetUMR DECOD, INRAE, Rennes, France.ORCID 0000-0001-8784-5687
Ana BaričevićRuder Boskovic Institute, Center for Marine Research, Laboratory for Evolutionary Ecology (LEE), Rovinj, Croatia.ORCID 0000-0002-7082-1977
Kevin K BeentjesNaturalis Biodiversity Center, Leiden, Netherlands.ORCID 0000-0001-7669-3809
Juliane BettigBotanic Garden and Botanical Museum, Freie Universität Berlin, Berlin, Germany.
Agnès BouchezUMR CARRTEL, INRAE, Université de Savoie Mont-Blanc, Thonon-Les-Bains, France.ORCID 0000-0001-8802-6966
Camilla CapelliSUPSI, Institute of Earth Sciences, Mendrisio, Switzerland.ORCID 0000-0002-4617-305X
Cécile ChardonUMR CARRTEL, INRAE, Université de Savoie Mont-Blanc, Thonon-Les-Bains, France.
Mónika DulebaFaculty of Water Sciences, University of Public Service, Baja, Hungary.
Tina ElersekNational Institute of Biology, Ljubljana, Slovenia.ORCID 0000-0003-3296-3808
Clémence GenthonINRAE Transfert - Metys- Service Génomique Plateforme GeT-PlaGe, Castanet-Tolosan, France.
Maša JablonskaNational Institute of Biology, Ljubljana, Slovenia.ORCID 0000-0003-1988-3600
Louis JacasUMR CARRTEL, INRAE, Université de Savoie Mont-Blanc, Thonon-Les-Bains, France.
Maria KahlertDepartment Aquatic Sciences and Assessment, Swedish University of Agricultural Sciences, Uppsala, Sweden.ORCID 0000-0001-9643-4281
Martyn G KellyBowburn Consultancy, University of Nottingham, Durham, UK.
Jan-Niklas MacherNaturalis Biodiversity Center, Leiden, Netherlands.ORCID 0000-0003-3010-7522
Federica MauriSUPSI, Institute of Microbiology, Mendrisio, Switzerland.ORCID 0000-0001-8502-8798
Marina Moletta-DenatINRAE Transfert - Metys- LBE- Service Génomique, Narbonne, France.
Andreia MortáguaGeoBioTec and Biology Department, University of Aveiro, Aveiro, Portugal.ORCID 0000-0003-0182-0513
Jan PawlowskiDepartment of Genetics and Evolution, University of Geneva, Geneva, Switzerland.ORCID 0000-0003-2421-388X
Javier Pérez-BurilloIRTA, La Ràpita, Spain.ORCID 0000-0002-8489-2389
Martin PfannkuchenRuder Boskovic Institute, Center for Marine Research, Laboratory for Evolutionary Ecology (LEE), Rovinj, Croatia.ORCID 0000-0002-6253-4716
Erik PilgrimUS Environmental Protection Agency, Cincinnati, USA.
Panayiota PissaridouCyprus University of Technology, Limassol, Cyprus.ORCID 0000-0003-4841-7676
Frédéric RimetUMR CARRTEL, INRAE, Université de Savoie Mont-Blanc, Thonon-Les-Bains, France.ORCID 0000-0002-5514-869X
Karmen StanicINRAE Transfert - Metys- Service Génomique Plateforme GeT-PlaGe, Castanet-Tolosan, France.
Kálmán TapolczaiHUN-REN Balaton Limnological Research Institute, Tihany, Hungary.ORCID 0000-0003-1453-767X
Susanna TherouxSCCWRP, Costa Mesa, USA.ORCID 0000-0002-9812-7856
Rosa TrobajoIRTA, La Ràpita, Spain.ORCID 0000-0001-9498-3797
Berry Van der HoornNaturalis Biodiversity Center, Leiden, Netherlands.
Marlen I VasquezCyprus University of Technology, Limassol, Cyprus.ORCID 0000-0002-9849-5616
Marie VidalINRAE Transfert - Metys- Service Génomique Plateforme GeT-PlaGe, Castanet-Tolosan, France.
David WanlessSCCWRP, Costa Mesa, USA.
Jonathan WarrenEnvironment Agency, Bristol, UK.ORCID 0000-0003-3381-3852
Jonas ZimmermannBotanic Garden and Botanical Museum, Freie Universität Berlin, Berlin, Germany.ORCID 0000-0002-0522-0569
Benoît PaixUMR CARRTEL, INRAE, Université de Savoie Mont-Blanc, Thonon-Les-Bains, France.ORCID 0000-0001-8159-8574

Funding

Intramural EPA EPA999999
6 · The paper itself

Abstract

DNA metabarcoding of benthic diatoms has been successfully applied for biomonitoring at the national scale and can now be considered technically ready for routine application. However, protocols and methods still vary between and within countries, limiting their transferability and the comparability of results. In order to overcome this, routine use of DNA metabarcoding for diatom biomonitoring requires knowledge of the sources of variability introduced by the different steps of the procedure. Here, we examine how elements of routine procedures contribute to variability between European laboratories. A set of four experiments were performed focusing on DNA extraction and PCR amplification steps to evaluate their reproducibility between different laboratories and the variability introduced by different protocols currently applied by the scientific community. Under the guidance of a reference laboratory, 17 participants from 14 countries performed DNA extraction and PCR amplification in parallel, using the same fixed protocol and their own choice of protocol. Experiments were performed by each participant on a set of standardised DNA and biofilm samples (river, lake and mock community) to investigate potential systematic and random errors. Our results revealed the successful transferability of a protocol amongst labs and a highly similar and consistent ecological assessment outcome obtained regardless of the protocols used by each participant. We propose an "all for one but prove them all" strategy, suggesting that distinct protocols can be used within the scientific community, as long as their consistency is be proven by following minimum standard requirements.

Indexed as

Cross-laboratory experimentDNA-based approachecological status assessmentintercalibrationstandardisation

Identifiers

PMID40213263
PMCPMC11980862

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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 OpenQuestion graph.