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Universal closed-tube barcoding for monitoring the shark and ray trade in megadiverse conservation hotspots
Trade restrictions for endangered elasmobranch species exist to disincentivise their exploitation and curb their declines. However, trade monitoring is challenging due to product variety and the complexity of import/export routes. We investigate the use of a portable, universal, DNA-based tool which...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10300358/ https://www.ncbi.nlm.nih.gov/pubmed/37389182 http://dx.doi.org/10.1016/j.isci.2023.107065 |
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author | Prasetyo, Andhika P. Cusa, Marine Murray, Joanna M. Agung, Firdaus Muttaqin, Efin Mariani, Stefano McDevitt, Allan D. |
author_facet | Prasetyo, Andhika P. Cusa, Marine Murray, Joanna M. Agung, Firdaus Muttaqin, Efin Mariani, Stefano McDevitt, Allan D. |
author_sort | Prasetyo, Andhika P. |
collection | PubMed |
description | Trade restrictions for endangered elasmobranch species exist to disincentivise their exploitation and curb their declines. However, trade monitoring is challenging due to product variety and the complexity of import/export routes. We investigate the use of a portable, universal, DNA-based tool which would greatly facilitate in-situ monitoring. We collected shark and ray samples across the Island of Java, Indonesia, and selected 28 commonly encountered species (including 22 CITES-listed species) to test a recently developed real-time PCR single-assay originally developed for screening bony fish. In the absence of a bespoke elasmobranch identification online platform in the original FASTFISH-ID model, we employed a deep learning algorithm to recognize species based on DNA melt-curve signatures. By combining visual and machine-learning assignment methods, we distinguished 25/28 species, 20 of which were CITES-listed. With further refinement, this method can improve monitoring of the elasmobranch trade worldwide, without a lab or species-specific assays. |
format | Online Article Text |
id | pubmed-10300358 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-103003582023-06-29 Universal closed-tube barcoding for monitoring the shark and ray trade in megadiverse conservation hotspots Prasetyo, Andhika P. Cusa, Marine Murray, Joanna M. Agung, Firdaus Muttaqin, Efin Mariani, Stefano McDevitt, Allan D. iScience Article Trade restrictions for endangered elasmobranch species exist to disincentivise their exploitation and curb their declines. However, trade monitoring is challenging due to product variety and the complexity of import/export routes. We investigate the use of a portable, universal, DNA-based tool which would greatly facilitate in-situ monitoring. We collected shark and ray samples across the Island of Java, Indonesia, and selected 28 commonly encountered species (including 22 CITES-listed species) to test a recently developed real-time PCR single-assay originally developed for screening bony fish. In the absence of a bespoke elasmobranch identification online platform in the original FASTFISH-ID model, we employed a deep learning algorithm to recognize species based on DNA melt-curve signatures. By combining visual and machine-learning assignment methods, we distinguished 25/28 species, 20 of which were CITES-listed. With further refinement, this method can improve monitoring of the elasmobranch trade worldwide, without a lab or species-specific assays. Elsevier 2023-06-07 /pmc/articles/PMC10300358/ /pubmed/37389182 http://dx.doi.org/10.1016/j.isci.2023.107065 Text en © 2023 The Author(s) https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Prasetyo, Andhika P. Cusa, Marine Murray, Joanna M. Agung, Firdaus Muttaqin, Efin Mariani, Stefano McDevitt, Allan D. Universal closed-tube barcoding for monitoring the shark and ray trade in megadiverse conservation hotspots |
title | Universal closed-tube barcoding for monitoring the shark and ray trade in megadiverse conservation hotspots |
title_full | Universal closed-tube barcoding for monitoring the shark and ray trade in megadiverse conservation hotspots |
title_fullStr | Universal closed-tube barcoding for monitoring the shark and ray trade in megadiverse conservation hotspots |
title_full_unstemmed | Universal closed-tube barcoding for monitoring the shark and ray trade in megadiverse conservation hotspots |
title_short | Universal closed-tube barcoding for monitoring the shark and ray trade in megadiverse conservation hotspots |
title_sort | universal closed-tube barcoding for monitoring the shark and ray trade in megadiverse conservation hotspots |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10300358/ https://www.ncbi.nlm.nih.gov/pubmed/37389182 http://dx.doi.org/10.1016/j.isci.2023.107065 |
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