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Systematic review of marine environmental DNA metabarcoding studies: toward best practices for data usability and accessibility
The emerging field of environmental DNA (eDNA) research lacks universal guidelines for ensuring data produced are FAIR–findable, accessible, interoperable, and reusable–despite growing awareness of the importance of such practices. In order to better understand these data usability challenges, we sy...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
PeerJ Inc.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10042160/ https://www.ncbi.nlm.nih.gov/pubmed/36992947 http://dx.doi.org/10.7717/peerj.14993 |
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author | Shea, Meghan M. Kuppermann, Jacob Rogers, Megan P. Smith, Dustin Summer Edwards, Paul Boehm, Alexandria B. |
author_facet | Shea, Meghan M. Kuppermann, Jacob Rogers, Megan P. Smith, Dustin Summer Edwards, Paul Boehm, Alexandria B. |
author_sort | Shea, Meghan M. |
collection | PubMed |
description | The emerging field of environmental DNA (eDNA) research lacks universal guidelines for ensuring data produced are FAIR–findable, accessible, interoperable, and reusable–despite growing awareness of the importance of such practices. In order to better understand these data usability challenges, we systematically reviewed 60 peer reviewed articles conducting a specific subset of eDNA research: metabarcoding studies in marine environments. For each article, we characterized approximately 90 features across several categories: general article attributes and topics, methodological choices, types of metadata included, and availability and storage of sequence data. Analyzing these characteristics, we identified several barriers to data accessibility, including a lack of common context and vocabulary across the articles, missing metadata, supplementary information limitations, and a concentration of both sample collection and analysis in the United States. While some of these barriers require significant effort to address, we also found many instances where small choices made by authors and journals could have an outsized influence on the discoverability and reusability of data. Promisingly, articles also showed consistency and creativity in data storage choices as well as a strong trend toward open access publishing. Our analysis underscores the need to think critically about data accessibility and usability as marine eDNA metabarcoding studies, and eDNA projects more broadly, continue to proliferate. |
format | Online Article Text |
id | pubmed-10042160 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | PeerJ Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-100421602023-03-28 Systematic review of marine environmental DNA metabarcoding studies: toward best practices for data usability and accessibility Shea, Meghan M. Kuppermann, Jacob Rogers, Megan P. Smith, Dustin Summer Edwards, Paul Boehm, Alexandria B. PeerJ Biodiversity The emerging field of environmental DNA (eDNA) research lacks universal guidelines for ensuring data produced are FAIR–findable, accessible, interoperable, and reusable–despite growing awareness of the importance of such practices. In order to better understand these data usability challenges, we systematically reviewed 60 peer reviewed articles conducting a specific subset of eDNA research: metabarcoding studies in marine environments. For each article, we characterized approximately 90 features across several categories: general article attributes and topics, methodological choices, types of metadata included, and availability and storage of sequence data. Analyzing these characteristics, we identified several barriers to data accessibility, including a lack of common context and vocabulary across the articles, missing metadata, supplementary information limitations, and a concentration of both sample collection and analysis in the United States. While some of these barriers require significant effort to address, we also found many instances where small choices made by authors and journals could have an outsized influence on the discoverability and reusability of data. Promisingly, articles also showed consistency and creativity in data storage choices as well as a strong trend toward open access publishing. Our analysis underscores the need to think critically about data accessibility and usability as marine eDNA metabarcoding studies, and eDNA projects more broadly, continue to proliferate. PeerJ Inc. 2023-03-24 /pmc/articles/PMC10042160/ /pubmed/36992947 http://dx.doi.org/10.7717/peerj.14993 Text en ©2023 Shea et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ) and either DOI or URL of the article must be cited. |
spellingShingle | Biodiversity Shea, Meghan M. Kuppermann, Jacob Rogers, Megan P. Smith, Dustin Summer Edwards, Paul Boehm, Alexandria B. Systematic review of marine environmental DNA metabarcoding studies: toward best practices for data usability and accessibility |
title | Systematic review of marine environmental DNA metabarcoding studies: toward best practices for data usability and accessibility |
title_full | Systematic review of marine environmental DNA metabarcoding studies: toward best practices for data usability and accessibility |
title_fullStr | Systematic review of marine environmental DNA metabarcoding studies: toward best practices for data usability and accessibility |
title_full_unstemmed | Systematic review of marine environmental DNA metabarcoding studies: toward best practices for data usability and accessibility |
title_short | Systematic review of marine environmental DNA metabarcoding studies: toward best practices for data usability and accessibility |
title_sort | systematic review of marine environmental dna metabarcoding studies: toward best practices for data usability and accessibility |
topic | Biodiversity |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10042160/ https://www.ncbi.nlm.nih.gov/pubmed/36992947 http://dx.doi.org/10.7717/peerj.14993 |
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