Environmental DNA reveals fine-scale habitat associations for sedentary and resident marine species across a coastal mosaic of soft- and hard-bottom habitats

被引:7
作者
Wilms, Tim J. G. [1 ]
Jacobsen, Magnus W. [2 ]
Hansen, Brian K. [2 ]
Baktoft, Henrik [2 ]
Bollhorn, Johan [1 ]
Scharff-Olsen, Camilla H. [1 ]
Bertelsen, Jeannet L. [1 ]
Garcia, Enrique Garcia-Argudo [2 ]
Stottrup, Josianne G. [1 ]
Nielsen, Einar E. [2 ]
Svendsen, Jon C. [1 ,2 ]
机构
[1] Tech Univ Denmark DTU Aqua, Kemitorvet Bldg 201, DK-2800 Lyngby, Denmark
[2] Tech Univ Denmark DTU Aqua, Silkeborg, Denmark
来源
ENVIRONMENTAL DNA | 2022年 / 4卷 / 04期
关键词
Baltic Sea; Bayesian multilevel modeling; BRUVS; eDNA; goldsinny wrasse qPCR assay; method comparison; rocky reefs; species mobility; REMOTE UNDERWATER VIDEO; PLAICE PLEURONECTES-PLATESSA; JUVENILE ATLANTIC COD; CTENOLABRUS-RUPESTRIS; FISH ABUNDANCE; GADUS-MORHUA; CLEANER FISH; EDNA; TEMPERATURE; BIOMASS;
D O I
10.1002/edn3.312
中图分类号
Q14 [生态学(生物生态学)];
学科分类号
071012 ; 0713 ;
摘要
Accurate knowledge on spatiotemporal distributions of marine species and their association with surrounding habitats is crucial to inform adaptive management actions responding to coastal degradation across the globe. Here, we investigate the potential use of environmental DNA (eDNA) to detect species-habitat associations in a patchy coastal area of the Baltic Sea. We directly compare species-specific qPCR analysis of eDNA with baited remote underwater video systems (BRUVS), two non-invasive methods widely used to monitor marine habitats. Four focal species (cod Gadus morhua, flounder Platichthys flesus, plaice Pleuronectes platessa, and goldsinny wrasse Ctenolabrus rupestris) were selected based on contrasting habitat associations (reef- vs. sand-associated species), as well as differential levels of mobility and residency, to investigate whether these factors affected the detection of species-habitat associations from eDNA. To this end, a species-specific qPCR assay for goldsinny wrasse is developed and made available herein. In addition, potential correlations between eDNA signals and abundance counts (MaxN) from videos were assessed. Results from Bayesian multilevel models revealed strong evidence for a sand association for sedentary flounder (98% posterior probability) and a reef association for highly resident wrasse (99% posterior probability) using eDNA, in agreement with BRUVS. However, contrary to BRUVS, eDNA sampling did not detect habitat associations for cod or plaice. We found a positive correlation between eDNA detection and MaxN for wrasse (posterior probability 95%), but not for the remaining species and explanatory power of all relationships was generally limited. Our results indicate that eDNA sampling can detect species-habitat associations on a fine spatial scale, yet this ability likely depends on the mobility and residency of the target organism, with associations for sedentary or resident species most likely to be detected. Combined sampling with conventional non-invasive methods is advised to improve detection of habitat associations for mobile and transient species, or for species with low eDNA concentrations.
引用
收藏
页码:954 / 971
页数:18
相关论文
共 108 条
  • [11] The MIQE Guidelines: Minimum Information for Publication of Quantitative Real-Time PCR Experiments
    Bustin, Stephen A.
    Benes, Vladimir
    Garson, Jeremy A.
    Hellemans, Jan
    Huggett, Jim
    Kubista, Mikael
    Mueller, Reinhold
    Nolan, Tania
    Pfaffl, Michael W.
    Shipley, Gregory L.
    Vandesompele, Jo
    Wittwer, Carl T.
    [J]. CLINICAL CHEMISTRY, 2009, 55 (04) : 611 - 622
  • [12] Comparison of baited remote underwater video stations (BRUVS) and prawn (shrimp) trawls for assessments of fish biodiversity in inter-reefal areas of the Great Barrier Reef Marine Park
    Cappo, M
    Speare, P
    De'ath, G
    [J]. JOURNAL OF EXPERIMENTAL MARINE BIOLOGY AND ECOLOGY, 2004, 302 (02) : 123 - 152
  • [13] Stan: A Probabilistic Programming Language
    Carpenter, Bob
    Gelman, Andrew
    Hoffman, Matthew D.
    Lee, Daniel
    Goodrich, Ben
    Betancourt, Michael
    Brubaker, Marcus A.
    Guo, Jiqiang
    Li, Peter
    Riddell, Allen
    [J]. JOURNAL OF STATISTICAL SOFTWARE, 2017, 76 (01): : 1 - 29
  • [14] Effect of biotic and abiotic factors on the production and degradation of fish environmental DNA: An experimental evaluation
    Caza-Allard, Isabeau
    Laporte, Martin
    Cote, Guillaume
    April, Julien
    Bernatchez, Louis
    [J]. ENVIRONMENTAL DNA, 2022, 4 (02): : 453 - 468
  • [15] Habitat use and early winter movements by juvenile Atlantic cod in a coastal area of Newfoundland
    Cote, D
    Moulton, S
    Frampton, PCB
    Scruton, DA
    McKinley, RS
    [J]. JOURNAL OF FISH BIOLOGY, 2004, 64 (03) : 665 - 679
  • [16] Implementing and Innovating Marine Monitoring Approaches for Assessing Marine Environmental Status
    Danovaro, Roberto
    Carugati, Laura
    Berzano, Marco
    Cahill, Abigail E.
    Carvalho, Susana
    Chenuil, Anne
    Corinaldesi, Cinzia
    Cristina, Sonia
    David, Romain
    Dell'Anno, Antonio
    Dzhembekova, Nina
    Garces, Esther
    Gasol, Joseph M.
    Goela, Priscila
    Feral, Jean-Pierre
    Ferrera, Isabel
    Forster, Rodney M.
    Kurekin, Andrey A.
    Rastelli, Eugenio
    Marinova, Veselka
    Miller, Peter I.
    Moncheva, Snejana
    Newton, Alice
    Pearman, John K.
    Pitois, Sophie G.
    Rene, Albert
    Rodriguez-Ezpeleta, Naiara
    Saggiomo, Vincenzo
    Simis, Stefan G. H.
    Stefanova, Kremena
    Wilson, Christian
    Lo Martire, Marco
    Greco, Silvestro
    Cochrane, Sabine K. J.
    Mangoni, Olga
    Borja, Angel
    [J]. FRONTIERS IN MARINE SCIENCE, 2016, 3
  • [17] De Groot S.J., 1971, Netherlands J Sea Res, V5, P121, DOI 10.1016/0077-7579(71)90008-1
  • [18] Assessing the fate of brown trout (Salmo trutta) environmental DNA in a natural stream using a sensitive and specific dual-labelled probe
    Deutschmann, Bjoern
    Mueller, Anne-Kathrin
    Hollert, Henner
    Brinkmann, Markus
    [J]. SCIENCE OF THE TOTAL ENVIRONMENT, 2019, 655 : 321 - 327
  • [19] Environmental DNA analysis for estimating the abundance and biomass of stream fish
    Doi, Hideyuki
    Inui, Ryutei
    Akamatsu, Yoshihisa
    Kanno, Kazuki
    Yamanaka, Hiroki
    Takahara, Teruhiko
    Minamoto, Toshifumi
    [J]. FRESHWATER BIOLOGY, 2017, 62 (01) : 30 - 39
  • [20] DENSITY, GROWTH AND ANNUAL FOOD-CONSUMPTION OF PLAICE (PLEURONECTES-PLATESSA L) AND FLOUNDER (PLATICHTHYS-FLESUS (L)) IN LAKE GREVELINGEN, THE NETHERLANDS
    DOORNBOS, G
    TWISK, F
    [J]. NETHERLANDS JOURNAL OF SEA RESEARCH, 1984, 18 (3-4): : 434 - 456