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Shum P, Wäge-Recchioni J, Sellers GS, Johnson ML, Joyce DA. DNA metabarcoding reveals the dietary profiles of a benthic marine crustacean, Nephrops norvegicus. PLoS One 2023; 18:e0289221. [PMID: 37910458 PMCID: PMC10619785 DOI: 10.1371/journal.pone.0289221] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2023] [Accepted: 07/13/2023] [Indexed: 11/03/2023] Open
Abstract
Norwegian lobster, Nephrops norvegicus, are a generalist scavenger and predator capable of short foraging excursions but can also suspension feed. Existing knowledge about their diet relies on a combination of methods including morphology-based stomach content analysis and stable isotopes, which often lack the resolution to distinguish prey items to species level particularly in species that thoroughly masticate their prey. DNA metabarcoding overcomes many of the challenges associated with traditional methods and it is an attractive approach to study the dietary profiles of animals. Here, we present the diet of the commercially valuable Nephrops norvegicus using DNA metabarcoding of gut contents. Despite difficulties associated with host amplification, our cytochrome oxidase I (COI) molecular assay successfully achieves higher resolution information than traditional approaches. We detected taxa that were likely consumed during different feeding strategies. Dinoflagellata, Chlorophyta and Bacillariophyta accounted for almost 50% of the prey items consumed, and are associated with suspension feeding, while fish with high fisheries discard rates were detected which are linked to active foraging. In addition, we were able to characterise biodiversity patterns by considering Nephrops as natural samplers, as well as detecting parasitic dinoflagellates (e.g., Hematodinium sp.), which are known to influence burrow related behaviour in infected individuals in over 50% of the samples. The metabarcoding data presented here greatly enhances a better understanding of a species' ecological role and could be applied as a routine procedure in future studies for proper consideration in the management and decision-making of fisheries.
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Affiliation(s)
- Peter Shum
- Faculty of Science, Liverpool John Moores University, Liverpool, United Kingdom
- School of Natural Sciences, University of Hull, Hull, United Kingdom
| | - Janine Wäge-Recchioni
- School of Natural Sciences, University of Hull, Hull, United Kingdom
- Leibniz Institute for Baltic Sea Research Warnemünde (IOW), Rostock, Germany
| | - Graham S. Sellers
- School of Natural Sciences, University of Hull, Hull, United Kingdom
| | - Magnus L. Johnson
- School of Environmental Sciences, University of Hull, Hull, United Kingdom
| | - Domino A. Joyce
- School of Natural Sciences, University of Hull, Hull, United Kingdom
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2
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Jeunen GJ, Cane JS, Ferreira S, Strano F, von Ammon U, Cross H, Day R, Hesseltine S, Ellis K, Urban L, Pearson N, Olmedo-Rojas P, Kardailsky A, Gemmell NJ, Lamare M. Assessing the utility of marine filter feeders for environmental DNA (eDNA) biodiversity monitoring. Mol Ecol Resour 2023; 23:771-786. [PMID: 36598115 DOI: 10.1111/1755-0998.13754] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2022] [Revised: 11/06/2022] [Accepted: 12/22/2022] [Indexed: 01/05/2023]
Abstract
Aquatic environmental DNA (eDNA) surveys are transforming how marine ecosystems are monitored. The time-consuming preprocessing step of active filtration, however, remains a bottleneck. Hence, new approaches that eliminate the need for active filtration are required. Filter-feeding invertebrates have been proven to collect eDNA, but side-by-side comparative studies to investigate the similarity between aquatic and filter-feeder eDNA signals are essential. Here, we investigated the differences among four eDNA sources (water; bivalve gill-tissue; sponges; and ethanol in which filter-feeding organisms were stored) along a vertically stratified transect in Doubtful Sound, New Zealand using three metabarcoding primer sets targeting fish and vertebrates. Combined, eDNA sources detected 59 vertebrates, while concurrent diver surveys observed eight fish species. There were no significant differences in alpha and beta diversity between water and sponge eDNA and both sources were highly correlated. Vertebrate eDNA was successfully extracted from the ethanol in which sponges were stored, although a reduced number of species were detected. Bivalve gill-tissue dissections, on the other hand, failed to reliably detect eDNA. Overall, our results show that vertebrate eDNA signals obtained from water samples and marine sponges are highly concordant. The strong similarity in eDNA signals demonstrates the potential of marine sponges as an additional tool for eDNA-based marine biodiversity surveys, by enabling the incorporation of larger sample numbers in eDNA surveys, reducing plastic waste, simplifying sample collection, and as a cost-efficient alternative. However, we note the importance to not detrimentally impact marine communities by, for example, nonlethal subsampling, specimen cloning, or using bycatch specimens.
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Affiliation(s)
- Gert-Jan Jeunen
- Department of Anatomy, School of Biomedical Sciences, University of Otago, Dunedin, New Zealand
| | - Jasmine S Cane
- Department of Anatomy, School of Biomedical Sciences, University of Otago, Dunedin, New Zealand.,ARC CoE for Coral Reef Studies, James Cook University, Townsville, Australia
| | - Sara Ferreira
- Department of Anatomy, School of Biomedical Sciences, University of Otago, Dunedin, New Zealand
| | - Francesca Strano
- School of Biological Sciences, Victoria University of Wellington, Kelburn, New Zealand
| | | | - Hugh Cross
- Department of Anatomy, School of Biomedical Sciences, University of Otago, Dunedin, New Zealand
| | - Robert Day
- Department of Biochemistry, School of Biomedical Sciences, University of Otago, Dunedin, New Zealand
| | - Sean Hesseltine
- Department of Marine Sciences, University of Otago, Dunedin, New Zealand
| | - Kaleb Ellis
- Department of Marine Sciences, University of Otago, Dunedin, New Zealand
| | - Lara Urban
- Department of Anatomy, School of Biomedical Sciences, University of Otago, Dunedin, New Zealand
| | - Niall Pearson
- Department of Marine Sciences, University of Otago, Dunedin, New Zealand
| | | | - Anya Kardailsky
- Department of Anatomy, School of Biomedical Sciences, University of Otago, Dunedin, New Zealand
| | - Neil J Gemmell
- Department of Anatomy, School of Biomedical Sciences, University of Otago, Dunedin, New Zealand
| | - Miles Lamare
- Department of Marine Sciences, University of Otago, Dunedin, New Zealand
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Damian-Serrano A, Hetherington ED, Choy CA, Haddock SHD, Lapides A, Dunn CW. Characterizing the secret diets of siphonophores (Cnidaria: Hydrozoa) using DNA metabarcoding. PLoS One 2022; 17:e0267761. [PMID: 35594271 PMCID: PMC9122208 DOI: 10.1371/journal.pone.0267761] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2021] [Accepted: 04/15/2022] [Indexed: 11/18/2022] Open
Abstract
Siphonophores (Cnidaria: Hydrozoa) are abundant and diverse gelatinous predators in open-ocean ecosystems. Due to limited access to the midwater, little is known about the diets of most deep-dwelling gelatinous species, which constrains our understanding of food-web structure and nutrient flow in these vast ecosystems. Visual gut-content methods can rarely identify soft-bodied rapidly-digested prey, while observations from submersibles often overlook small prey items. These methods have been differentially applied to shallow and deep siphonophore taxa, confounding habitat and methodological biases. DNA metabarcoding can be used to assess both shallow and deep species' diets under a common methodological framework, since it can detect both small and gelatinous prey. We (1) further characterized the diets of open-ocean siphonophores using DNA metabarcoding, (2) compared the prey detected by visual and molecular methods to evaluate their technical biases, and (3) evaluated tentacle-based predictions of diet. To do this, we performed DNA metabarcoding analyses on the gut contents of 39 siphonophore species across depths to describe their diets, using six barcode regions along the 18S gene. Taxonomic identifications were assigned using public databases combined with local zooplankton sequences. We identified 55 unique prey items, including crustaceans, gelatinous animals, and fish across 47 siphonophore specimens in 24 species. We reported 29 novel predator-prey interactions, among them the first insights into the diets of nine siphonophore species, many of which were congruent with the dietary predictions based on tentilla morphology. Our analyses detected both small and gelatinous prey taxa underrepresented by visual methods in species from both shallow and deep habitats, indicating that siphonophores play similar trophic roles across depth habitats. We also reveal hidden links between siphonophores and filter-feeders near the base of the food web. This study expands our understanding of the ecological roles of siphonophores in the open ocean, their trophic roles within the 'jelly-web', and the importance of their diversity for nutrient flow and ecosystem functioning. Understanding these inconspicuous yet ubiquitous predator-prey interactions is critical to predict the impacts of climate change, overfishing, and conservation policies on oceanic ecosystems.
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Affiliation(s)
- Alejandro Damian-Serrano
- Department of Ecology and Evolutionary Biology, Yale University, New Haven, CT, United States of America
- Institute of Ecology and Evolution, University of Oregon, Eugene, OR, United States of America
| | - Elizabeth D. Hetherington
- Integrative Oceanography Division, Scripps Institution of Oceanography, University of California San Diego, La Jolla, CA, United States of America
| | - C. Anela Choy
- Integrative Oceanography Division, Scripps Institution of Oceanography, University of California San Diego, La Jolla, CA, United States of America
| | - Steven H. D. Haddock
- Monterey Bay Aquarium Research Institute, Midwater Research, Moss Landing, CA, United States of America
| | - Alexandra Lapides
- Monterey Bay Aquarium Research Institute, Midwater Research, Moss Landing, CA, United States of America
| | - Casey W. Dunn
- Department of Ecology and Evolutionary Biology, Yale University, New Haven, CT, United States of America
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Urban P, Praebel K, Bhat S, Dierking J, Wangensteen OS. DNA-metabarcoding reveals the importance of gelatinous zooplankton in the diet of Pandalus borealis, a keystone species in the Arctic. Mol Ecol 2021; 31:1562-1576. [PMID: 34936153 DOI: 10.1111/mec.16332] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2020] [Revised: 11/02/2021] [Accepted: 12/10/2021] [Indexed: 11/29/2022]
Abstract
Information about the dietary composition of a species is crucial to understanding their position and role in the food web. Increasingly molecular approaches such as DNA-metabarcoding are used in studying trophic relations, not least because they may alleviate problems such as low taxonomic resolution or underestimation of digestible taxa in the diet. Here, we used DNA-metabarcoding with universal primers for cytochrome c oxidase I (COI), to study the diet composition of the Northern shrimp (Pandalus borealis), an Arctic keystone species with large socio-economic importance. Across locations, jellyfish and chaetognaths were the most important components in the diet of P. borealis, jointly accounting for 40-60% of the total read abundance. This dietary importance of gelatinous zooplankton contrasts sharply with published results based on SCA. At the same time, diet composition differed between fjord and shelf locations, pointing to different food webs supporting P. borealis in these two systems. Our study underscores the potential of molecular approaches to provide new insights into the diet of marine invertebrates that are difficult to obtain with traditional methods, and calls for a revision of the role of gelatinous zooplankton in the diet of the key Arctic species P. borealis, and in extension, Arctic food webs.
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Affiliation(s)
- Paulina Urban
- Norwegian College of Fishery Science, UiT the Arctic University of Norway, Tromsø, Norway.,GEOMAR Helmholtz Centre for Ocean Research Kiel, Germany
| | - Kim Praebel
- Norwegian College of Fishery Science, UiT the Arctic University of Norway, Tromsø, Norway.,Department of Forestry and Wildlife Management, Inland Norway University of Applied Sciences, Campus Evenstad, Elverum, Norway
| | - Shripathi Bhat
- Norwegian College of Fishery Science, UiT the Arctic University of Norway, Tromsø, Norway
| | - Jan Dierking
- GEOMAR Helmholtz Centre for Ocean Research Kiel, Germany
| | - Owen S Wangensteen
- Norwegian College of Fishery Science, UiT the Arctic University of Norway, Tromsø, Norway
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Zhong KX, Cho A, Deeg CM, Chan AM, Suttle CA. Revealing the composition of the eukaryotic microbiome of oyster spat by CRISPR-Cas Selective Amplicon Sequencing (CCSAS). MICROBIOME 2021; 9:230. [PMID: 34823604 PMCID: PMC8620255 DOI: 10.1186/s40168-021-01180-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/17/2021] [Accepted: 10/20/2021] [Indexed: 06/13/2023]
Abstract
BACKGROUND The microbiome affects the health of plants and animals, including humans, and has many biological, ecological, and evolutionary consequences. Microbiome studies typically rely on sequencing ribosomal 16S RNA gene fragments, which serve as taxonomic markers for prokaryotic communities; however, for eukaryotic microbes this approach is compromised, because 18S rRNA gene sequences from microbial eukaryotes are swamped by contaminating host rRNA gene sequences. RESULTS To overcome this problem, we developed CRISPR-Cas Selective Amplicon Sequencing (CCSAS), a high-resolution and efficient approach for characterizing eukaryotic microbiomes. CCSAS uses taxon-specific single-guide RNA (sgRNA) to direct Cas9 to cut 18S rRNA gene sequences of the host, while leaving protistan and fungal sequences intact. We validated the specificity of the sgRNA on ten model organisms and an artificially constructed (mock) community of nine protistan and fungal pathogens. The results showed that > 96.5% of host rRNA gene amplicons were cleaved, while 18S rRNA gene sequences from protists and fungi were unaffected. When used to assess the eukaryotic microbiome of oyster spat from a hatchery, CCSAS revealed a diverse community of eukaryotic microbes, typically with much less contamination from oyster 18S rRNA gene sequences than other methods using non-metazoan or blocking primers. However, each method revealed taxonomic groups that were not detected using the other methods, showing that a single approach is unlikely to uncover the entire eukaryotic microbiome in complex communities. To facilitate the application of CCSAS, we designed taxon-specific sgRNA for ~16,000 metazoan and plant taxa, making CCSAS widely available for characterizing eukaryotic microbiomes that have largely been neglected. CONCLUSION CCSAS provides a high-through-put and cost-effective approach for resolving the eukaryotic microbiome of metazoa and plants with minimal contamination from host 18S rRNA gene sequences. Video Abstract.
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Affiliation(s)
- Kevin Xu Zhong
- Department of Earth, Ocean, and Atmospheric Sciences, The University of British Columbia, Vancouver, British Columbia, Canada.
| | - Anna Cho
- Department of Microbiology and Immunology, The University of British Columbia, Vancouver, British Columbia, Canada
| | - Christoph M Deeg
- Department of Microbiology and Immunology, The University of British Columbia, Vancouver, British Columbia, Canada
| | - Amy M Chan
- Department of Earth, Ocean, and Atmospheric Sciences, The University of British Columbia, Vancouver, British Columbia, Canada
| | - Curtis A Suttle
- Department of Earth, Ocean, and Atmospheric Sciences, The University of British Columbia, Vancouver, British Columbia, Canada.
- Department of Microbiology and Immunology, The University of British Columbia, Vancouver, British Columbia, Canada.
- Department of Botany, The University of British Columbia, Vancouver, British Columbia, Canada.
- Institute for the Oceans and Fisheries, The University of British Columbia, Vancouver, British Columbia, Canada.
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van der Loos LM, Nijland R. Biases in bulk: DNA metabarcoding of marine communities and the methodology involved. Mol Ecol 2021; 30:3270-3288. [PMID: 32779312 PMCID: PMC8359149 DOI: 10.1111/mec.15592] [Citation(s) in RCA: 42] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2020] [Accepted: 07/28/2020] [Indexed: 12/22/2022]
Abstract
With the growing anthropogenic pressure on marine ecosystems, the need for efficient monitoring of biodiversity grows stronger. DNA metabarcoding of bulk samples is increasingly being implemented in ecosystem assessments and is more cost-efficient and less time-consuming than monitoring based on morphology. However, before raw sequences are obtained from bulk samples, a profound number of methodological choices must be made. Here, we critically review the recent methods used for metabarcoding of marine bulk samples (including benthic, plankton and diet samples) and indicate how potential biases can be introduced throughout sampling, preprocessing, DNA extraction, marker and primer selection, PCR amplification and sequencing. From a total of 64 studies evaluated, our recommendations for best practices include to (a) consider DESS as a fixative instead of ethanol, (b) use the DNeasy PowerSoil kit for any samples containing traces of sediment, (c) not limit the marker selection to COI only, but preferably include multiple markers for higher taxonomic resolution, (d) avoid touchdown PCR profiles, (e) use a fixed annealing temperature for each primer pair when comparing across studies or institutes, (f) use a minimum of three PCR replicates, and (g) include both negative and positive controls. Although the implementation of DNA metabarcoding still faces several technical complexities, we foresee wide-ranging advances in the near future, including improved bioinformatics for taxonomic assignment, sequencing of longer fragments and the use of whole-genome information. Despite the bulk of biases involved in metabarcoding of bulk samples, if appropriate controls are included along the data generation process, it is clear that DNA metabarcoding provides a valuable tool in ecosystem assessments.
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Affiliation(s)
- Luna M. van der Loos
- Marine Animal Ecology GroupWageningen UniversityWageningenThe Netherlands
- Present address:
Department of BiologyPhycology Research GroupGhent UniversityGhentBelgium
| | - Reindert Nijland
- Marine Animal Ecology GroupWageningen UniversityWageningenThe Netherlands
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Zheng X, Zhu Q, Zhou Z, Wu F, Chen L, Cao Q, Shi F. Gut bacterial communities across 12 Ensifera (Orthoptera) at different feeding habits and its prediction for the insect with contrasting feeding habits. PLoS One 2021; 16:e0250675. [PMID: 33901256 PMCID: PMC8075264 DOI: 10.1371/journal.pone.0250675] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2020] [Accepted: 04/12/2021] [Indexed: 01/04/2023] Open
Abstract
Insect microbial symbioses play a critical role in insect lifecycle, and insect gut microbiome could be influenced by many factors. Studies have shown that host diet and taxonomy have a strong influence on insect gut microbial community. In this study, we performed sequencing of V3-V4 region of 16S rRNA gene to compare the composition and diversity of 12 Ensifera from 6 provinces of China. Moreover, the influences of feeding habits and taxonomic status of insects on their gut bacterial community were evaluated, which might provide reference for further application research. The results showed that Proteobacteria (45.66%), Firmicutes (34.25%) and Cyanobacteria (7.7%) were the predominant bacterial phyla in Ensifera. Moreover, the gut bacterial community composition of samples with different feeding habits was significantly different, which was irrespective of their taxa. The highest diversity of gut bacteria was found in the omnivorous Ensifera. Furthermore, common and unique bacteria with biomarkers were found based on the dietary characteristics of the samples. However, the bacterial community structure of the Ensifera samples was significantly different from that of Caelifera. Therefore, we concluded that feeding habits and taxonomic status jointly affect the gut bacterial community composition of the samples from Orthoptera. However, the influence of feeding habit dominates when taxonomy category below the suborder level. In addition, the dominant, common and unique bacterial community structure could be used to predict the contrastic feeding habits of insects belonging to Ensifera.
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Affiliation(s)
- Xiang Zheng
- College of Life Science, Institute of Life Science and Green Development, Hebei University, Baoding, China
- Laboratory of Enzyme Preparation, Hebei Research Institute of Microbiology, Baoding, China
| | - Qidi Zhu
- College of Life Science, Institute of Life Science and Green Development, Hebei University, Baoding, China
| | - Zhijun Zhou
- College of Life Science, Institute of Life Science and Green Development, Hebei University, Baoding, China
| | - Fangtong Wu
- Laboratory of Enzyme Preparation, Hebei Research Institute of Microbiology, Baoding, China
| | - Lixuan Chen
- College of Life Science, Institute of Life Science and Green Development, Hebei University, Baoding, China
| | - Qianrong Cao
- Laboratory of Enzyme Preparation, Hebei Research Institute of Microbiology, Baoding, China
| | - Fuming Shi
- College of Life Science, Institute of Life Science and Green Development, Hebei University, Baoding, China
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Traugott M, Thalinger B, Wallinger C, Sint D. Fish as predators and prey: DNA-based assessment of their role in food webs. JOURNAL OF FISH BIOLOGY 2021; 98:367-382. [PMID: 32441321 PMCID: PMC7891366 DOI: 10.1111/jfb.14400] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/27/2019] [Revised: 03/26/2020] [Accepted: 05/20/2020] [Indexed: 05/04/2023]
Abstract
Fish are both consumers and prey, and as such part of a dynamic trophic network. Measuring how they are trophically linked, both directly and indirectly, to other species is vital to comprehend the mechanisms driving alterations in fish communities in space and time. Moreover, this knowledge also helps to understand how fish communities respond to environmental change and delivers important information for implementing management of fish stocks. DNA-based methods have significantly widened our ability to assess trophic interactions in both marine and freshwater systems and they possess a range of advantages over other approaches in diet analysis. In this review we provide an overview of different DNA-based methods that have been used to assess trophic interactions of fish as consumers and prey. We consider the practicalities and limitations, and emphasize critical aspects when analysing molecular derived trophic data. We exemplify how molecular techniques have been employed to unravel food web interactions involving fish as consumers and prey. In addition to the exciting opportunities DNA-based approaches offer, we identify current challenges and future prospects for assessing fish food webs where DNA-based approaches will play an important role.
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Affiliation(s)
- Michael Traugott
- Applied Animal Ecology, Department of ZoologyUniversity of InnsbruckInnsbruckAustria
| | - Bettina Thalinger
- Applied Animal Ecology, Department of ZoologyUniversity of InnsbruckInnsbruckAustria
- Centre for Biodiversity Genomics, University of GuelphGuelphCanada
| | - Corinna Wallinger
- Institute of Interdisciplinary Mountain Research, Austrian Academy of ScienceInnsbruckAustria
| | - Daniela Sint
- Applied Animal Ecology, Department of ZoologyUniversity of InnsbruckInnsbruckAustria
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