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Environmental DNA as a ‘Snapshot’ of Fish Distribution: A Case Study of Japanese Jack Mackerel in Maizuru Bay, Sea of Japan

Recent studies in streams and ponds have demonstrated that the distribution and biomass of aquatic organisms can be estimated by detection and quantification of environmental DNA (eDNA). In more open systems such as seas, it is not evident whether eDNA can represent the distribution and biomass of a...

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Autores principales: Yamamoto, Satoshi, Minami, Kenji, Fukaya, Keiichi, Takahashi, Kohji, Sawada, Hideki, Murakami, Hiroaki, Tsuji, Satsuki, Hashizume, Hiroki, Kubonaga, Shou, Horiuchi, Tomoya, Hongo, Masamichi, Nishida, Jo, Okugawa, Yuta, Fujiwara, Ayaka, Fukuda, Miho, Hidaka, Shunsuke, Suzuki, Keita W., Miya, Masaki, Araki, Hitoshi, Yamanaka, Hiroki, Maruyama, Atsushi, Miyashita, Kazushi, Masuda, Reiji, Minamoto, Toshifumi, Kondoh, Michio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4775019/
https://www.ncbi.nlm.nih.gov/pubmed/26933889
http://dx.doi.org/10.1371/journal.pone.0149786
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author Yamamoto, Satoshi
Minami, Kenji
Fukaya, Keiichi
Takahashi, Kohji
Sawada, Hideki
Murakami, Hiroaki
Tsuji, Satsuki
Hashizume, Hiroki
Kubonaga, Shou
Horiuchi, Tomoya
Hongo, Masamichi
Nishida, Jo
Okugawa, Yuta
Fujiwara, Ayaka
Fukuda, Miho
Hidaka, Shunsuke
Suzuki, Keita W.
Miya, Masaki
Araki, Hitoshi
Yamanaka, Hiroki
Maruyama, Atsushi
Miyashita, Kazushi
Masuda, Reiji
Minamoto, Toshifumi
Kondoh, Michio
author_facet Yamamoto, Satoshi
Minami, Kenji
Fukaya, Keiichi
Takahashi, Kohji
Sawada, Hideki
Murakami, Hiroaki
Tsuji, Satsuki
Hashizume, Hiroki
Kubonaga, Shou
Horiuchi, Tomoya
Hongo, Masamichi
Nishida, Jo
Okugawa, Yuta
Fujiwara, Ayaka
Fukuda, Miho
Hidaka, Shunsuke
Suzuki, Keita W.
Miya, Masaki
Araki, Hitoshi
Yamanaka, Hiroki
Maruyama, Atsushi
Miyashita, Kazushi
Masuda, Reiji
Minamoto, Toshifumi
Kondoh, Michio
author_sort Yamamoto, Satoshi
collection PubMed
description Recent studies in streams and ponds have demonstrated that the distribution and biomass of aquatic organisms can be estimated by detection and quantification of environmental DNA (eDNA). In more open systems such as seas, it is not evident whether eDNA can represent the distribution and biomass of aquatic organisms because various environmental factors (e.g., water flow) are expected to affect eDNA distribution and concentration. To test the relationships between the distribution of fish and eDNA, we conducted a grid survey in Maizuru Bay, Sea of Japan, and sampled surface and bottom waters while monitoring biomass of the Japanese jack mackerel (Trachurus japonicus) using echo sounder technology. A linear model showed a high R(2) value (0.665) without outlier data points, and the association between estimated eDNA concentrations from the surface water samples and echo intensity was significantly positive, suggesting that the estimated spatial variation in eDNA concentration can reflect the local biomass of the jack mackerel. We also found that a best-fit model included echo intensity obtained within 10–150 m from water sampling sites, indicating that the estimated eDNA concentration most likely reflects fish biomass within 150 m in the bay. Although eDNA from a wholesale fish market partially affected eDNA concentration, we conclude that eDNA generally provides a ‘snapshot’ of fish distribution and biomass in a large area. Further studies in which dynamics of eDNA under field conditions (e.g., patterns of release, degradation, and diffusion of eDNA) are taken into account will provide a better estimate of fish distribution and biomass based on eDNA.
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spelling pubmed-47750192016-03-10 Environmental DNA as a ‘Snapshot’ of Fish Distribution: A Case Study of Japanese Jack Mackerel in Maizuru Bay, Sea of Japan Yamamoto, Satoshi Minami, Kenji Fukaya, Keiichi Takahashi, Kohji Sawada, Hideki Murakami, Hiroaki Tsuji, Satsuki Hashizume, Hiroki Kubonaga, Shou Horiuchi, Tomoya Hongo, Masamichi Nishida, Jo Okugawa, Yuta Fujiwara, Ayaka Fukuda, Miho Hidaka, Shunsuke Suzuki, Keita W. Miya, Masaki Araki, Hitoshi Yamanaka, Hiroki Maruyama, Atsushi Miyashita, Kazushi Masuda, Reiji Minamoto, Toshifumi Kondoh, Michio PLoS One Research Article Recent studies in streams and ponds have demonstrated that the distribution and biomass of aquatic organisms can be estimated by detection and quantification of environmental DNA (eDNA). In more open systems such as seas, it is not evident whether eDNA can represent the distribution and biomass of aquatic organisms because various environmental factors (e.g., water flow) are expected to affect eDNA distribution and concentration. To test the relationships between the distribution of fish and eDNA, we conducted a grid survey in Maizuru Bay, Sea of Japan, and sampled surface and bottom waters while monitoring biomass of the Japanese jack mackerel (Trachurus japonicus) using echo sounder technology. A linear model showed a high R(2) value (0.665) without outlier data points, and the association between estimated eDNA concentrations from the surface water samples and echo intensity was significantly positive, suggesting that the estimated spatial variation in eDNA concentration can reflect the local biomass of the jack mackerel. We also found that a best-fit model included echo intensity obtained within 10–150 m from water sampling sites, indicating that the estimated eDNA concentration most likely reflects fish biomass within 150 m in the bay. Although eDNA from a wholesale fish market partially affected eDNA concentration, we conclude that eDNA generally provides a ‘snapshot’ of fish distribution and biomass in a large area. Further studies in which dynamics of eDNA under field conditions (e.g., patterns of release, degradation, and diffusion of eDNA) are taken into account will provide a better estimate of fish distribution and biomass based on eDNA. Public Library of Science 2016-03-02 /pmc/articles/PMC4775019/ /pubmed/26933889 http://dx.doi.org/10.1371/journal.pone.0149786 Text en © 2016 Yamamoto et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Yamamoto, Satoshi
Minami, Kenji
Fukaya, Keiichi
Takahashi, Kohji
Sawada, Hideki
Murakami, Hiroaki
Tsuji, Satsuki
Hashizume, Hiroki
Kubonaga, Shou
Horiuchi, Tomoya
Hongo, Masamichi
Nishida, Jo
Okugawa, Yuta
Fujiwara, Ayaka
Fukuda, Miho
Hidaka, Shunsuke
Suzuki, Keita W.
Miya, Masaki
Araki, Hitoshi
Yamanaka, Hiroki
Maruyama, Atsushi
Miyashita, Kazushi
Masuda, Reiji
Minamoto, Toshifumi
Kondoh, Michio
Environmental DNA as a ‘Snapshot’ of Fish Distribution: A Case Study of Japanese Jack Mackerel in Maizuru Bay, Sea of Japan
title Environmental DNA as a ‘Snapshot’ of Fish Distribution: A Case Study of Japanese Jack Mackerel in Maizuru Bay, Sea of Japan
title_full Environmental DNA as a ‘Snapshot’ of Fish Distribution: A Case Study of Japanese Jack Mackerel in Maizuru Bay, Sea of Japan
title_fullStr Environmental DNA as a ‘Snapshot’ of Fish Distribution: A Case Study of Japanese Jack Mackerel in Maizuru Bay, Sea of Japan
title_full_unstemmed Environmental DNA as a ‘Snapshot’ of Fish Distribution: A Case Study of Japanese Jack Mackerel in Maizuru Bay, Sea of Japan
title_short Environmental DNA as a ‘Snapshot’ of Fish Distribution: A Case Study of Japanese Jack Mackerel in Maizuru Bay, Sea of Japan
title_sort environmental dna as a ‘snapshot’ of fish distribution: a case study of japanese jack mackerel in maizuru bay, sea of japan
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4775019/
https://www.ncbi.nlm.nih.gov/pubmed/26933889
http://dx.doi.org/10.1371/journal.pone.0149786
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