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Standardized high-throughput biomonitoring using DNA metabarcoding: Strategies for the adoption of automated liquid handlers
Reliable and comprehensive monitoring data are required to trace and counteract biodiversity loss. High-throughput metabarcoding using DNA extracted from community samples (bulk) or from water or sediment (environmental DNA) has revolutionized biomonitoring, given the capability to assess biodiversi...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9488008/ https://www.ncbi.nlm.nih.gov/pubmed/36156998 http://dx.doi.org/10.1016/j.ese.2021.100122 |
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author | Buchner, Dominik Macher, Till-Hendrik Beermann, Arne J. Werner, Marie-Thérése Leese, Florian |
author_facet | Buchner, Dominik Macher, Till-Hendrik Beermann, Arne J. Werner, Marie-Thérése Leese, Florian |
author_sort | Buchner, Dominik |
collection | PubMed |
description | Reliable and comprehensive monitoring data are required to trace and counteract biodiversity loss. High-throughput metabarcoding using DNA extracted from community samples (bulk) or from water or sediment (environmental DNA) has revolutionized biomonitoring, given the capability to assess biodiversity across the tree of life rapidly with feasible effort and at a modest price. DNA metabarcoding can be upscaled to process hundreds of samples in parallel. However, while automated high-throughput analysis workflows are well-established in the medical sector, manual sample processing still predominates in biomonitoring laboratory workflows limiting the upscaling and standardization for routine monitoring applications. Here we present an automated, scalable, and reproducible metabarcoding workflow to extract DNA from bulk samples, perform PCR and library preparation on a liquid handler. Key features are the independent sample replication throughout the workflow and the use of many negative controls for quality assurance and quality control. We generated two datasets: i) a validation dataset consisting of 42 individual arthropod specimens of different species, and ii) a routine monitoring dataset consisting of 60 stream macroinvertebrate bulk samples. As a marker, we used the mitochondrial COI gene. Our results show that the developed single-deck workflow is free of laboratory-derived contamination and produces highly consistent results. Minor deviations between replicates are mostly due to stochastic differences for low abundant OTUs. Thus, we successfully demonstrated that robotic liquid handling can be used reliably from DNA extraction to final library preparation on a single deck, thereby substantially increasing throughput, reducing costs, and increasing data robustness for biodiversity assessments and monitoring. |
format | Online Article Text |
id | pubmed-9488008 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-94880082022-09-23 Standardized high-throughput biomonitoring using DNA metabarcoding: Strategies for the adoption of automated liquid handlers Buchner, Dominik Macher, Till-Hendrik Beermann, Arne J. Werner, Marie-Thérése Leese, Florian Environ Sci Ecotechnol Original Research Reliable and comprehensive monitoring data are required to trace and counteract biodiversity loss. High-throughput metabarcoding using DNA extracted from community samples (bulk) or from water or sediment (environmental DNA) has revolutionized biomonitoring, given the capability to assess biodiversity across the tree of life rapidly with feasible effort and at a modest price. DNA metabarcoding can be upscaled to process hundreds of samples in parallel. However, while automated high-throughput analysis workflows are well-established in the medical sector, manual sample processing still predominates in biomonitoring laboratory workflows limiting the upscaling and standardization for routine monitoring applications. Here we present an automated, scalable, and reproducible metabarcoding workflow to extract DNA from bulk samples, perform PCR and library preparation on a liquid handler. Key features are the independent sample replication throughout the workflow and the use of many negative controls for quality assurance and quality control. We generated two datasets: i) a validation dataset consisting of 42 individual arthropod specimens of different species, and ii) a routine monitoring dataset consisting of 60 stream macroinvertebrate bulk samples. As a marker, we used the mitochondrial COI gene. Our results show that the developed single-deck workflow is free of laboratory-derived contamination and produces highly consistent results. Minor deviations between replicates are mostly due to stochastic differences for low abundant OTUs. Thus, we successfully demonstrated that robotic liquid handling can be used reliably from DNA extraction to final library preparation on a single deck, thereby substantially increasing throughput, reducing costs, and increasing data robustness for biodiversity assessments and monitoring. Elsevier 2021-08-30 /pmc/articles/PMC9488008/ /pubmed/36156998 http://dx.doi.org/10.1016/j.ese.2021.100122 Text en © 2021 The Author(s) https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Original Research Buchner, Dominik Macher, Till-Hendrik Beermann, Arne J. Werner, Marie-Thérése Leese, Florian Standardized high-throughput biomonitoring using DNA metabarcoding: Strategies for the adoption of automated liquid handlers |
title | Standardized high-throughput biomonitoring using DNA metabarcoding: Strategies for the adoption of automated liquid handlers |
title_full | Standardized high-throughput biomonitoring using DNA metabarcoding: Strategies for the adoption of automated liquid handlers |
title_fullStr | Standardized high-throughput biomonitoring using DNA metabarcoding: Strategies for the adoption of automated liquid handlers |
title_full_unstemmed | Standardized high-throughput biomonitoring using DNA metabarcoding: Strategies for the adoption of automated liquid handlers |
title_short | Standardized high-throughput biomonitoring using DNA metabarcoding: Strategies for the adoption of automated liquid handlers |
title_sort | standardized high-throughput biomonitoring using dna metabarcoding: strategies for the adoption of automated liquid handlers |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9488008/ https://www.ncbi.nlm.nih.gov/pubmed/36156998 http://dx.doi.org/10.1016/j.ese.2021.100122 |
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