Anthropogenic and Ecological Drivers of Amphibian Disease (Ranavirosis)
RESEARCH ARTICLE
Anthropogenic and Ecological Drivers of
Amphibian Disease (Ranavirosis)
Alexandra C. North1*, David J. Hodgson2, Stephen J. Price3, Amber G. F. Griffiths1*
1 Environment and Sustainability Institute, University of Exeter, Penryn Campus, Penryn, Cornwall, United
Kingdom, 2 Centre for Ecology and Conservation, University of Exeter, Penryn Campus, Penryn, Cornwall,
United Kingdom, 3 UCL Genetics Institute, Gower Street, London, United Kingdom
* (ACN); (AGFG)
Abstract
OPEN ACCESS
Citation: North AC, Hodgson DJ, Price SJ, Griffiths
AGF (2015) Anthropogenic and Ecological Drivers of
Amphibian Disease (Ranavirosis). PLoS ONE 10(6):
e0127037. doi:10.1371/journal.pone.0127037
Academic Editor: Jacob Lawrence Kerby, University
of South Dakota, UNITED STATES
Received: December 8, 2014
Accepted: April 10, 2015
Published: June 3, 2015
Copyright: © 2015 North et al. This is an open
access article distributed under the terms of the
Creative Commons Attribution License, which permits
unrestricted use, distribution, and reproduction in any
medium, provided the original author and source are
credited.
Data Availability Statement: The data analysed in
this manuscript has been deposited in Dryad (doi:
http://dx.doi.org/10.5061/dryad.66k59). Third party
data was obtained from Froglife and are therefore
available through the charity Froglife (Registered
Charity No. 1093372 in England and Wales). Please
submit queries for data to and
asking for access to the data for research purposes.
Further contact details can also be found on their
website http://www.froglife.org/contact-us/.
Funding: This work received support from Marie
Curie (http://ec.europa.eu/research/
mariecurieactions/) and the University of Exeter
(http://www.exeter.ac.uk/).
Ranaviruses are causing mass amphibian die-offs in North America, Europe and Asia, and
have been implicated in the decline of common frog (Rana temporaria) populations in the
UK. Despite this, we have very little understanding of the environmental drivers of disease
occurrence and prevalence. Using a long term (1992-2000) dataset of public reports of amphibian mortalities, we assess a set of potential predictors of the occurrence and prevalence
of Ranavirus-consistent common frog mortality events in Britain. We reveal the influence of
biotic and abiotic drivers of this disease, with many of these abiotic characteristics being anthropogenic. Whilst controlling for the geographic distribution of mortality events, disease
prevalence increases with increasing frog population density, presence of fish and wild
newts, increasing pond depth and the use of garden chemicals. The presence of an alternative host reduces prevalence, potentially indicating a dilution effect. Ranavirosis occurrence
is associated with the presence of toads, an urban setting and the use of fish care products,
providing insight into the causes of emergence of disease. Links between occurrence, prevalence, pond characteristics and garden management practices provides useful management implications for reducing the impacts of Ranavirus in the wild.
Introduction
Amphibians are the most endangered taxonomic group on the planet, with one third of species
currently holding a threatened status (IUCN categories Vulnerable, Endangered or Critically
Endangered; [1], [2]). Emerging diseases are one main driver of these amphibian declines [3],
alongside a range of other threats including over-exploitation, habitat loss and climate change
[4]. Ranaviruses impact amphibians worldwide [5] and are causing notable die-offs in North
America, Europe and Asia [5–11]. The pathogen has been implicated in population declines of
several European species [10] including declines of over 80% in UK common frogs (Rana temporaria) [9] and models suggest that Ranavirus has the potential to cause local extinction in
wood frog (Lithobates sylvaticus) populations [12].
Ranaviruses are large, double-stranded DNA viruses belonging to the family Iridoviridae
[13] that infect amphibians, fish and reptiles [14], [15]. They can cause systemic disease
PLOS ONE | DOI:10.1371/journal.pone.0127037 June 3, 2015
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Anthropogenic and Ecological Drivers of Ranavirus Disease
Competing Interests: Please note that one author
(AGF Griffiths) is a PLOS One Editor. This does not
alter the authors' adherence to PLOS ONE Editorial
policies and criteria.
(ranavirosis), resulting in cell death [13] and overt signs—ulcerations, haemorrhaging, muscle
necrosis or lip erythema [16]—which may depend on the stage of disease progression [17]. In
the wild, Ranavirus induced mortality rates can be in excess of 90%, with year on year re-occurrence of die-offs in the same amphibian populations [7] and observed die-offs as large as 200
individuals [9]. Susceptibility to Ranavirus does however differ between host developmental
stages [18], populations [19], and species [15], [20], and is influenced by a range of biotic and
abiotic characteristics, including differences in habitat [20] and temperature [21]. Differences
in susceptibility may also relate to the virus genotype [22], though only a single species of
Ranavirus is thought to be present in the UK [14]. Incidence of mortality events can show seasonal variation, peaking in summer months in the UK [23] in contrast to North America
where incidence is highest in autumn and winter [24].
Emerging pathogens are classed as novel if, for example, they have been introduced to new
regions by humans, and endemic if they were already present in a region but have moved
into a new host or increased in pathogenicity [25]. The distinction is important since the different histories will likely warrant different management approaches. Ranavirus spread has
been strongly linked to human activity, including international trade [14], [26]—[28], the use
of infected salamanders as fishing bait [29] and industrial and agricultural activities [30].
Modelling the emergence of ranavirosis in the UK reveals human population density as an
important predictor of spread [17], though it is challenging to determine which aspects of
human activity are responsible.
Commonly used anthropogenic chemicals such as pesticides are known to cause immunosuppression in amphibians [31]. The herbicide atrazine for example reduces leukocyte production and increases host susceptibility to Ranavirus [32], and the insecticide chlorpyrifos
increases Ranavirus infection rates in the tiger salamander (Ambystoma tigrinum) [33]. Carbyl
insecticide has also been shown to decrease host survival when in combination with Ranavirus
and predator cues [34]. Few studies have however looked at the relationship between chemical
use and Ranavirus infection in free living populations, and those that have, focus on North
American species and correlates such as distance to agricultural or industrial activity [30] or
other abiotic contaminants such as aluminium [35] and water ammonia levels [36].
Biotic characteristics such as the presence (...truncated)