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Updated: May 24, 2025

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Use of a Filter Cartridge for Filtration of Water Samples and Extraction of Environmental DNA
Published on: November 25, 2016
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Inferring Species Interactions From Co-occurrence Networks With Environmental DNA Metabarcoding Data in a Coastal
Elizabeth Boyse1,2, Kevin P Robinson3, Ian M Carr4
1School of Biology, University of Leeds, Leeds, UK.
Molecular Ecology
|March 4, 2025
Summary
Environmental DNA (eDNA) co-occurrence networks show promise for understanding ecological interactions. While not all interactions are trophic, these networks can reveal real ecological processes in coastal ecosystems.
Area of Science:
- Ecology
- Environmental Science
- Molecular Ecology
Background:
- Understanding biotic interactions is crucial for predicting ecosystem vulnerability to climate change.
- Environmental DNA (eDNA) metabarcoding enables exploration of interspecific interactions in ecological communities.
- The reliability of co-occurrence networks derived from eDNA for representing biotic interactions requires validation.
Purpose of the Study:
- To compare the spatio-temporal variability in structure and complexity of co-occurrence networks and food webs.
- To evaluate the ability of eDNA-derived co-occurrence networks to detect ecological processes.
- To assess the representation of different interaction types within eDNA-derived networks.
Main Methods:
- Utilized 60 eDNA samples from a North Sea coastal ecosystem, covering vertebrates and other eukaryotes.
- Constructed and analyzed co-occurrence networks and food webs.
- Compared topological characteristics and identified highly connected species across spatial and temporal subsets.
Main Results:
- Consistent trends were observed in topological characteristics between eDNA co-occurrence networks and food webs.
- eDNA co-occurrence networks demonstrated an ability to detect real ecological processes.
- Trophic interactions constituted a minority of significant co-occurrences in the networks.
Conclusions:
- eDNA-derived co-occurrence networks offer support for inferring ecological interactions.
- Further research is needed to differentiate interaction types and address methodological limitations like species detection uncertainty.
- Ecological complexities, such as generalist predator behavior and non-trophic interactions, may influence network structures.
Keywords:
cetaceancommunity ecologyco‐occurrence networksenvironmental DNAfood websspecies interactionstrophic interactionsMore Related Videos
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