Evidence map›Paper›PMID 41482585›Full record

ArticleNature ecology & evolution2026

Localized transmission of an aquatic pathogen drives hidden epidemics and population collapse in a terrestrial host.

Andrés Valenzuela-Sánchez, Soledad Delgado-Oyarzún, Claudio Azat, Benedikt R Schmidt, Hugo Sentenac, Natashja Haddow, Bastián Santana, Jaiber J Solano-Iguaran, Andrew A Cunningham, Leonardo D Bacigalupe

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. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
  2. Article
  3. Hidden outbreaks in an amphibian pandemic.Nature ecology & evolution · 2026
    Article
  4. Article
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

10 authors.

Andrés Valenzuela-SánchezInstitute of Zoology, Zoological Society of London, London, UK. andres.valenzuela-sanchez@ioz.ac.uk.ORCID http://orcid.org/0000-0002-0445-9156
Soledad Delgado-OyarzúnONG Ranita de Darwin, Maipu, Chile.
Claudio AzatOne Health Institute, Life Sciences Faculty, Universidad Andres Bello, Santiago, Chile.ORCID http://orcid.org/0000-0001-9201-7886
Benedikt R SchmidtInfo fauna karch, Neuchatel, Switzerland.ORCID http://orcid.org/0000-0002-4023-1001
Hugo SentenacUniversité Marie et Louis Pasteur, CNRS, Chrono-environnement (UMR 6249), Besançon, France.ORCID http://orcid.org/0000-0002-6535-1958
Natashja HaddowONG Ranita de Darwin, Maipu, Chile.
Bastián SantanaONG Ranita de Darwin, Maipu, Chile.
Jaiber J Solano-IguaranDepartamento de Salud Hidrobiológica, Instituto de Fomento Pesquero, Puerto Montt, Chile.
Andrew A Cunningham *Institute of Zoology, Zoological Society of London, London, UK.ORCID http://orcid.org/0000-0002-3543-6504
Leonardo D Bacigalupe *Instituto de Ciencias Ambientales y Evolutivas, Universidad Austral de Chile, Valdivia, Chile.ORCID http://orcid.org/0000-0002-8141-2802

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Understanding fine-scale spatial variation in infection risk is central to epidemiology, disease ecology and conservation, yet its causes and consequences remain poorly understood. Here we investigate the dynamics of infection with the aquatic fungus Batrachochytrium dendrobatidis (Bd) in several populations of the fully terrestrial Darwin's frog (Rhinoderma darwinii) across southern Chile. Using high-resolution spatial capture-recapture data, long-term demographic monitoring and a spatial individual-based model parameterized with empirical estimates, we show that Bd infection in this system exhibits pronounced spatial heterogeneity at scales of only metres. This fine-scale clustering arises from localized transmission of an aquatic pathogen in a terrestrial system, driven by spatial proximity between infected and susceptible individuals. Such transmission generates clustered epidemics and can drive rapid subpopulation collapse in this species, with declines of up to 98% within a year. These epidemics can remain undetected at the broader population level because of spatial decoupling of infection among subpopulations. Our findings provide evidence of epidemic dynamics in a terrestrial Bd host and underscore a broader principle: observational scale fundamentally shapes our ability to detect and interpret infection dynamics in spatially structured populations.

Indexed as

AnuraBatrachochytriumMycosesAnimalsChileEpidemicsPopulation Dynamics

Identifiers

PMID41482585
PMCPMC12890588

What OpenQuestion holds

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Registered trials

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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.