Evidence map›Paper›PMID 42342856›Full record

ArticleNature ecology & evolution2026

A unified analysis of global riverine eDNA reveals common associations of fish biodiversity with drainage characteristics.

Yan Zhang, Heng Zhang, Hiroshi Akashi, Camille P Albouy, Kara J Andres, José Barquín, Jeanine Brantschen, Richard E Connon, Joseph M Craine, Deirdre Gleeson and 40 more

Abstract read
In one paragraph

Article in Nature ecology & evolution, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

50 authors.

Yan ZhangState Key Laboratory of Water Pollution Control and Green Resource Recycling, School of the Environment, Nanjing University, Nanjing, China.ORCID http://orcid.org/0000-0003-0688-5359
Heng ZhangDepartment of Aquatic Ecology, Eawag, Swiss Federal Institute of Aquatic Science and Technology, Dübendorf, Switzerland.ORCID http://orcid.org/0000-0002-3139-9566
Hiroshi AkashiDepartment of Natural Sciences, Faculty of Arts and Sciences, Komazawa University, Setagaya, Japan.
Camille P AlbouyEcosystems and Landscape Evolution, Department of Environmental Systems Science, Institute of Terrestrial Ecosystems, ETH Zürich, Zurich, Switzerland.
Kara J AndresDepartment of Ecology and Evolutionary Biology, Cornell University, Ithaca, NY, USA.ORCID http://orcid.org/0000-0003-4822-7047
José BarquínIHCantabria-Instituto de Hidráulica Ambiental de la Universidad de Cantabria, Santander, Spain.
Jeanine BrantschenCenter for Ocean Solution, Hopkins Marine Station, Monterey, CA, USA.ORCID http://orcid.org/0000-0002-2945-3607
Richard E ConnonSchool of Veterinary Medicine, University of California, Davis, CA, USA.
Joseph M CraineJonah Ventures, Boulder, CO, USA.
Deirdre GleesonUWA School of Agriculture and Environment, The University of Western Australia, Perth, Western Australia, Australia.ORCID http://orcid.org/0000-0002-9069-7723
Alejandra Goldenberg-VilarIHCantabria-Instituto de Hidráulica Ambiental de la Universidad de Cantabria, Santander, Spain.
Alexia M González-FerrerasIHCantabria-Instituto de Hidráulica Ambiental de la Universidad de Cantabria, Santander, Spain.
Chelsea HatzenbuhlerSpecPro Sustainment and Environment, Office of Research and Development, US Environmental Protection Agency, Duluth, MN, USA.
Kamil HupałoAquatic Ecosystem Research, Faculty of Biology, University of Duisburg-Essen, Essen, Germany.ORCID http://orcid.org/0000-0002-9979-1185
Josephine HydeBiodiversity and Conservation Science, Department of Biodiversity, Conservation and Attractions, Government of Western Australia, Kensington, Western Australia, Australia.
Wataru IwasakiDepartment of Integrated Biosciences, Graduate School of Frontier Sciences, The University of Tokyo, Kashiwa, Japan.
Mark D JohnsonEngineering Research and Development Center, Champaign, IL, USA.
Aron D KatzEngineering Research and Development Center, Champaign, IL, USA.ORCID http://orcid.org/0000-0002-7810-9773
Vyacheslav V KuzovlevFaculty of Environmental Management and Ecology, Tver State Technical University, Tver, Russia.
Courtney E LarsonOffice of Research and Development, US Environmental Protection Agency, Duluth, MN, USA.ORCID http://orcid.org/0000-0001-5251-4095
Laurène A LecaudeySINTEF Ocean, Aquaculture Department, Trondheim, Norway.ORCID http://orcid.org/0000-0002-6482-9251
Florian LeeseAquatic Ecosystem Research, Faculty of Biology, University of Duisburg-Essen, Essen, Germany.ORCID http://orcid.org/0000-0002-5465-913X
Matthieu LeraySmithsonian Tropical Research Institute, Panama City, Panama.ORCID http://orcid.org/0000-0002-7327-1878
Feilong LiGuangdong Basic Research Center of Excellence for Ecological Security and Green Development, Guangdong Provincial Key Laboratory of Water Quality Improvement and Ecological Restoration for Watersheds, School of Ecology, Environment and Resources, Guangdong University of Technology, Guangzhou, China.
Till-Hendrik MacherAquatic Ecosystem Research, Faculty of Biology, University of Duisburg-Essen, Essen, Germany.
Quentin MauvisseauNatural History Museum, University of Oslo, Oslo, Norway.ORCID http://orcid.org/0000-0003-1215-2987
María Morán-LuisIHCantabria-Instituto de Hidráulica Ambiental de la Universidad de Cantabria, Santander, Spain.
Georgia NesterTrace and Environmental DNA (TrEnD) Lab, School of Molecular and Life Sciences, Curtin University, Perth, Western Australia, Australia.ORCID http://orcid.org/0000-0001-9721-4512
Helio QuinteroSmithsonian Tropical Research Institute, Panama City, Panama.ORCID http://orcid.org/0000-0002-8398-7984
Tsilavina RavelomananaBiology of Aquatic Population Laboratory, Antananarivo University, Antananarivo, Madagascar.
Merin Reji ChackoEcosystems and Landscape Evolution, Department of Environmental Systems Science, Institute of Terrestrial Ecosystems, ETH Zürich, Zurich, Switzerland.ORCID http://orcid.org/0000-0002-6069-4281
Mattia SaccòTrace and Environmental DNA (TrEnD) Lab, School of Molecular and Life Sciences, Curtin University, Perth, Western Australia, Australia.ORCID http://orcid.org/0000-0001-6535-764X
Naiara SalesSchool of Science, Engineering and Environment, University of Salford, Salford, UK.ORCID http://orcid.org/0000-0002-2922-3561
Tamara SchenekarDepartment of Biology, University of Graz, Graz, Austria.ORCID http://orcid.org/0000-0002-4079-8550
Martin SchlettererBOKU University, Department of Ecosystem Management, Climate and Biodiversity, Institute of Hydrobiology and Aquatic Ecosystem Management, Vienna, Austria.ORCID http://orcid.org/0000-0002-1896-3329
Saskia SchmidtAquatic Ecosystem Research, Faculty of Biology, University of Duisburg-Essen, Essen, Germany.
Nicholas O SchulteJonah Ventures, Boulder, CO, USA.
Robin SchützAquatic Ecosystem Research, Faculty of Biology, University of Duisburg-Essen, Essen, Germany.ORCID http://orcid.org/0000-0002-4349-6697
Jinelle H SperryEngineering Research and Development Center, Champaign, IL, USA.
Emma R StevensUWA School of Agriculture and Environment, The University of Western Australia, Perth, Western Australia, Australia.
Sarah A StinsonSchool of Veterinary Medicine, University of California, Davis, CA, USA.
Steven WeissDepartment of Biology, University of Graz, Graz, Austria.
Fei XiaDepartment of Integrated Biosciences, Graduate School of Frontier Sciences, The University of Tokyo, Kashiwa, Japan.
Hui ZhangCAS Key Laboratory of Marine Ecology and Environmental Sciences, Institute of Oceanology, Chinese Academy of Sciences, Qingdao, China.ORCID http://orcid.org/0000-0002-6597-8910
Song ZhangState Key Laboratory of Water Pollution Control and Green Resource Recycling, School of the Environment, Nanjing University, Nanjing, China.
Wenjun ZhongState Key Laboratory of Water Pollution Control and Green Resource Recycling, School of the Environment, Nanjing University, Nanjing, China.ORCID http://orcid.org/0000-0003-3583-6695
Shuo ZongEcosystems and Landscape Evolution, Department of Environmental Systems Science, Institute of Terrestrial Ecosystems, ETH Zürich, Zurich, Switzerland.
Loïc PellissierEcosystems and Landscape Evolution, Department of Environmental Systems Science, Institute of Terrestrial Ecosystems, ETH Zürich, Zurich, Switzerland.ORCID http://orcid.org/0000-0002-2289-8259
Xiaowei ZhangState Key Laboratory of Water Pollution Control and Green Resource Recycling, School of the Environment, Nanjing University, Nanjing, China. zhangxw@ynu.edu.cn.ORCID http://orcid.org/0000-0001-8974-9963
Florian AltermattDepartment of Aquatic Ecology, Eawag, Swiss Federal Institute of Aquatic Science and Technology, Dübendorf, Switzerland. florian.altermatt@uzh.ch.ORCID http://orcid.org/0000-0002-4831-6958

Funding

National Natural Science Foundation of China (National Science Foundation of China) 42507382Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung (Swiss National Science Foundation) 310030_197410
6 · The paper itself

Abstract

Freshwater biodiversity is declining at a pace that outstrips the capacity of existing monitoring approaches both in temporal and spatial dimensions, highlighting the urgent need for rapid and scalable assessment and attribution of biodiversity states and changes. Here we present a global assessment and unified analysis of riverine fish biodiversity using environmental DNA collected from 1,818 sites across 113 river systems spanning 5 continents. We quantified species richness, functional redundancy, phylogenetic diversity and genetic sequence diversity, and related them to drainage characteristics. Our results showed that environmental DNA effectively captured global patterns of multi-faceted riverine fish biodiversity and disentangled the roles of climate and different aspects of human activities in shaping biodiversity-area relationships. The accumulation of biodiversity with catchment area was consistently enhanced in warmer climates, while human activities weakened this scaling. Further, species richness, functional and genetic sequence diversity exhibited stronger negative responses to human activities in larger catchments. In contrast, phylogenetic diversity was negatively affected by human activities, yet this effect diminished as catchment area increased, highlighting the facet-dependent nature of biodiversity responses to environmental gradients and catchment characteristics. Our findings demonstrate the power of environmental-DNA-based datasets for harmonized, multi-faceted biodiversity assessments, offering a scalable approach for detecting and attributing biodiversity change and informing conservation strategies under accelerating global change.

Indexed as

BiodiversityDNA, EnvironmentalFishesRiversAnimalsExtrachromosomal DNAGenetic VariationPhylogenyDNA, EnvironmentalExtrachromosomal DNA

Identifiers

PMID42342856
PMCPMC13658041

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.