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

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...

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Main Authors: 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, Agnès Bouchez, Camilla Capelli, Cécile Chardon, Mónika Duleba, Tina Elersek, Clémence Genthon, Maša Jablonska, Louis Jacas, Maria Kahlert, Martyn G. Kelly, Jan-Niklas Macher, Federica Mauri, Marina Moletta-Denat, Andreia Mortágua, Jan Pawlowski, Javier Pérez-Burillo, Martin Pfannkuchen, Erik Pilgrim, Panayiota Pissaridou, Frédéric Rimet, Karmen Stanic, Kálmán Tapolczai, Susanna Theroux, Rosa Trobajo, Berry Van der Hoorn, Marlen I. Vasquez, Marie Vidal, David Wanless, Jonathan Warren, Jonas Zimmermann, Benoît Paix
Format: Article
Language:English
Published: Pensoft Publishers 2025-01-01
Series:Metabarcoding and Metagenomics
Online Access:https://mbmg.pensoft.net/article/133264/download/pdf/
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author 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
Agnès Bouchez
Camilla Capelli
Cécile Chardon
Mónika Duleba
Tina Elersek
Clémence Genthon
Maša Jablonska
Louis Jacas
Maria Kahlert
Martyn G. Kelly
Jan-Niklas Macher
Federica Mauri
Marina Moletta-Denat
Andreia Mortágua
Jan Pawlowski
Javier Pérez-Burillo
Martin Pfannkuchen
Erik Pilgrim
Panayiota Pissaridou
Frédéric Rimet
Karmen Stanic
Kálmán Tapolczai
Susanna Theroux
Rosa Trobajo
Berry Van der Hoorn
Marlen I. Vasquez
Marie Vidal
David Wanless
Jonathan Warren
Jonas Zimmermann
Benoît Paix
author_facet 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
Agnès Bouchez
Camilla Capelli
Cécile Chardon
Mónika Duleba
Tina Elersek
Clémence Genthon
Maša Jablonska
Louis Jacas
Maria Kahlert
Martyn G. Kelly
Jan-Niklas Macher
Federica Mauri
Marina Moletta-Denat
Andreia Mortágua
Jan Pawlowski
Javier Pérez-Burillo
Martin Pfannkuchen
Erik Pilgrim
Panayiota Pissaridou
Frédéric Rimet
Karmen Stanic
Kálmán Tapolczai
Susanna Theroux
Rosa Trobajo
Berry Van der Hoorn
Marlen I. Vasquez
Marie Vidal
David Wanless
Jonathan Warren
Jonas Zimmermann
Benoît Paix
author_sort Valentin Vasselon
collection DOAJ
description 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.
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spelling doaj-art-01b5f999523842bfb934ec8024b7e1bd2025-01-12T08:30:48ZengPensoft PublishersMetabarcoding and Metagenomics2534-97082025-01-019357010.3897/mbmg.9.133264133264Proficiency testing and cross-laboratory method comparison to support standardisation of diatom DNA metabarcoding for freshwater biomonitoringValentin Vasselon0Sinziana F. Rivera1Éva Ács2Salomé Baja Almeida3Karl B. Andree4Laure Apothéloz-Perret-Gentil5Bonnie Bailet6Ana Baričević7Kevin K. Beentjes8Juliane Bettig9Agnès Bouchez10Camilla Capelli11Cécile Chardon12Mónika Duleba13Tina Elersek14Clémence Genthon15Maša Jablonska16Louis Jacas17Maria Kahlert18Martyn G. Kelly19Jan-Niklas Macher20Federica Mauri21Marina Moletta-Denat22Andreia Mortágua23Jan Pawlowski24Javier Pérez-Burillo25Martin Pfannkuchen26Erik Pilgrim27Panayiota Pissaridou28Frédéric Rimet29Karmen Stanic30Kálmán Tapolczai31Susanna Theroux32Rosa Trobajo33Berry Van der Hoorn34Marlen I. Vasquez35Marie Vidal36David Wanless37Jonathan Warren38Jonas Zimmermann39Benoît Paix40Scimabio-InterfaceSwiss Federal Research Institute WSL AgroscopeUniversity of Public ServiceUniversity of AveiroIRTAUnaffiliatedUMR DECOD, INRAERuder Boskovic InstituteNaturalis Biodiversity CenterFreie Universität BerlinUniversité de Savoie Mont-BlancSUPSI, Institute of Earth SciencesUniversité de Savoie Mont-BlancUniversity of Public ServiceNational Institute of BiologyINRAE Transfert - Metys- Service Génomique Plateforme GeT-PlaGeNational Institute of BiologyUniversité de Savoie Mont-BlancSwedish University of Agricultural SciencesUniversity of NottinghamNaturalis Biodiversity CenterSUPSI, Institute of MicrobiologyINRAE Transfert - Metys- LBE- Service GénomiqueUniversity of AveiroUniversity of GenevaIRTARuder Boskovic InstituteUS Environmental Protection AgencyCyprus University of TechnologyUniversité de Savoie Mont-BlancNational Institute of BiologyHUN-REN Balaton Limnological Research InstituteSCCWRPIRTANaturalis Biodiversity CenterCyprus University of TechnologyINRAE Transfert - Metys- Service Génomique Plateforme GeT-PlaGeSCCWRPEnvironment AgencyFreie Universität BerlinUniversité de Savoie Mont-BlancDNA 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.https://mbmg.pensoft.net/article/133264/download/pdf/
spellingShingle 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
Agnès Bouchez
Camilla Capelli
Cécile Chardon
Mónika Duleba
Tina Elersek
Clémence Genthon
Maša Jablonska
Louis Jacas
Maria Kahlert
Martyn G. Kelly
Jan-Niklas Macher
Federica Mauri
Marina Moletta-Denat
Andreia Mortágua
Jan Pawlowski
Javier Pérez-Burillo
Martin Pfannkuchen
Erik Pilgrim
Panayiota Pissaridou
Frédéric Rimet
Karmen Stanic
Kálmán Tapolczai
Susanna Theroux
Rosa Trobajo
Berry Van der Hoorn
Marlen I. Vasquez
Marie Vidal
David Wanless
Jonathan Warren
Jonas Zimmermann
Benoît Paix
Proficiency testing and cross-laboratory method comparison to support standardisation of diatom DNA metabarcoding for freshwater biomonitoring
Metabarcoding and Metagenomics
title Proficiency testing and cross-laboratory method comparison to support standardisation of diatom DNA metabarcoding for freshwater biomonitoring
title_full Proficiency testing and cross-laboratory method comparison to support standardisation of diatom DNA metabarcoding for freshwater biomonitoring
title_fullStr Proficiency testing and cross-laboratory method comparison to support standardisation of diatom DNA metabarcoding for freshwater biomonitoring
title_full_unstemmed Proficiency testing and cross-laboratory method comparison to support standardisation of diatom DNA metabarcoding for freshwater biomonitoring
title_short Proficiency testing and cross-laboratory method comparison to support standardisation of diatom DNA metabarcoding for freshwater biomonitoring
title_sort proficiency testing and cross laboratory method comparison to support standardisation of diatom dna metabarcoding for freshwater biomonitoring
url https://mbmg.pensoft.net/article/133264/download/pdf/
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