Evidence map›Paper›PMID 36285540›Full record

ArticleThe Journal of animal ecology2022

Host density has limited effects on pathogen invasion, disease-induced declines and within-host infection dynamics across a landscape of disease.

Mark Q Wilber, Roland A Knapp, Thomas C Smith, Cheryl J Briggs

Abstract read
In one paragraph

Article in The Journal of animal ecology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed
1.5field-weighted citation impact, top 19% of its field
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

10 citing papers in PubMed, 14 citations in OpenAlex.

  1. Article
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  5. Differential recruitment drives pathogen-mediated competition between species in an amphibian chytridiomycosis system.Ecological applications : a publication of the Ecological Society of America · 2025
    Article
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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

4 authors at 2 institutions in 2 countries.

Mark Q WilberDepartment of Forestry, Wildlife, and Fisheries, University of Tennessee Institute of Agriculture, Knoxville, Tennessee, USA.ORCID 0000-0002-8274-8025
Roland A KnappEarth Research Institute, University of California, Santa Barbara, California, USA.
Thomas C SmithEarth Research Institute, University of California, Santa Barbara, California, USA.
Cheryl J BriggsEcology, Evolution and Marine Biology, University of California, Santa Barbara, Santa Barbara, California, USA.
University of California, Santa Barbara · USDepartment of Forestry · MW

Funding

Amphibian Disease Dynamics in a Fragmented LandscapeR01ES012067 · NIEHS · UNIVERSITY OF CALIFORNIA BERKELEY · PI BRIGGS, CHERYL J · 2002 to 2006
$2.2M
From specialist to generalist: biotic and abiotic reservoirs of fungal pathogensR01GM135935 · NIGMS · UNIVERSITY OF CALIFORNIA SANTA BARBARA · PI BRIGGS, CHERYL J · 2019 to 2022
$1.6M
NIEHS NIH HHS R01 ES012067NIGMS NIH HHS R01 GM135935NIH HHS R01ES12067
6 · The paper itself

Abstract

1. Host density is hypothesized to be a major driver of variability in the responses and outcomes of wildlife populations following pathogen invasion. While the effects of host density on pathogen transmission have been extensively studied, these studies are dominated by theoretical analyses and small-scale experiments. This focus leads to an incomplete picture regarding how host density drives observed variability in disease outcomes in the field. 2. Here, we leveraged a dataset of hundreds of replicate amphibian populations that varied by orders of magnitude in host density. We used these data to test the effects of host density on three outcomes following the arrival of the amphibian-killing fungal pathogen Batrachochytrium dendrobatidis (Bd): the probability that Bd successfully invaded a host population and led to a pathogen outbreak, the magnitude of the host population-level decline following an outbreak and within-host infection dynamics that drive population-level outcomes in amphibian-pathogen systems. 3. Based on previous small-scale transmission experiments, we expected that populations with higher densities would be more likely to experience Bd outbreaks and would suffer larger proportional declines following outbreaks. To test these predictions, we developed and fitted a Hidden Markov Model that accounted for imperfectly observed disease outbreak states in the amphibian populations we surveyed. 4. Contrary to our predictions, we found minimal effects of host density on the probability of successful Bd invasion, the magnitude of population decline following Bd invasion and the dynamics of within-host infection intensity. Environmental conditions, such as summer temperature, winter severity and the presence of pathogen reservoirs, were more predictive of variability in disease outcomes. 5. Our results highlight the limitations of extrapolating findings from small-scale transmission experiments to observed disease trajectories in the field and provide strong evidence that variability in host density does not necessarily drive variability in host population responses following pathogen arrival. In an applied context, we show that feedbacks between host density and disease will not necessarily affect the success of reintroduction efforts in amphibian-Bd systems of conservation concern.

Indexed as

AnimalsBatrachochytrium dendrobatidischytridiomycosisdensity dependentdisease-induced extinctionfrequency dependentRana muscosaRana sierraetransmission

Identifiers

PMID36285540
PMCPMC12594071
OpenAlexW4307344141

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

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.