Amphibians vary in their response to infection by the amphibian-killing chytrid fungus, Batrachochytrium dendrobatidis (Bd). Highly susceptible species are the first to decline and/or disappear once Bd arrives at a site. These competent hosts likely facilitate Bd proliferation because of ineffective innate and/or acquired immune defenses. We show that Atelopus zeteki, a highly susceptible species that has undergone substantial population declines throughout its range, rapidly and exponentially increases skin Bd infection intensity, achieving intensities that are several orders of magnitude greater than most other species reported. We experimentally infected individuals that were never exposed to Bd (n = 5) or previously exposed to an attenuated Bd strain (JEL427-P39; n = 3). Within seven days post-inoculation, the average Bd infection intensity was 18,213 zoospores (SE: 9,010; range: 0 to 66,928). Both average Bd infection intensity and zoospore output (i.e., the number of zoospores released per minute by an infected individual) increased exponentially until time of death (t50 = 7.018, p<0.001, t46 = 3.164, p = 0.001, respectively). Mean Bd infection intensity and zoospore output at death were 4,334,422 zoospores (SE: 1,236,431) and 23.55 zoospores per minute (SE: 22.78), respectively, with as many as 9,584,158 zoospores on a single individual. The daily percent increases in Bd infection intensity and zoospore output were 35.4% (SE: 0.05) and 13.1% (SE: 0.04), respectively. We also found that Bd infection intensity and zoospore output were positively correlated (t43 = 3.926, p<0.001). All animals died between 22 and 33 days post-inoculation (mean: 28.88; SE: 1.58). Prior Bd infection had no effect on survival, Bd infection intensity, or zoospore output. We conclude that A. zeteki, a highly susceptible amphibian species, may be an acute supershedder. Our results can inform epidemiological models to estimate Bd outbreak probability, especially as they relate to reintroduction programs.
Citation: DiRenzo GV, Langhammer PF, Zamudio KR, Lips KR (2014) Fungal Infection Intensity and Zoospore Output of Atelopus zeteki, a Potential Acute Chytrid Supershedder. PLoS ONE 9(3): e93356. https://doi.org/10.1371/journal.pone.0093356
Editor: Matthew (Mat) Charles Fisher, Imperial College Faculty of Medicine, United Kingdom
Received: November 17, 2013; Accepted: March 4, 2014; Published: March 27, 2014
Copyright: © 2014 DiRenzo 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.
Funding: The authors thank the Maryland Baltimore Zoo for permission to use A. zeteki, the National Science Foundation who funded the research (DEB 1120161), and the National Science Foundation Graduate Research Fellowship Program. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Competing interests: The authors have declared that no competing interests exist.
Differences in amphibian susceptibility to Batrochochytrium dendrobatidis (Bd) infection were evident since the pathogen was first described , . Species-specific responses to infection range from tolerant , or resistant  to highly susceptible , , suggesting that a subset of species can disproportionately affect pathogen spread and disease transmission , . Yet, we know relatively little about contact rates, infectivity, and zoospore output of Bd's amphibian hosts in either the field or laboratory.
Differences in species transmission rates can cause variations in pathogen spread and dispersal in the wild –. One illustration of the potential effects of variable inter-specific interactions are superspreaders , individuals or species responsible for a greater than average number of secondary infections , , . Superspreading occurs under two scenarios: (1) supercontacters transmit more disease by making more contacts in the population per individual, or (2) supershedders transmit more disease per contact (reviewed by ). To date, the primary evidence for superspreading stems from supercontacters (e.g., –); but growing evidence shows that species vary consistently in pathogen infection intensities (e.g., , ), especially in the amphibian-Bd system (e.g., , ).
An amphibian's Bd infection intensity likely determines its infectivity (i.e., an individual's ability to infect another individual) and survival time , , . A host's Bd infection intensity increases via reinfection by zoospores released onto the surface of the skin or by infection from zoospores in the environment. Quantifying host-specific Bd zoospore output, the number of zoospores released per minute by an infected individual , is critical to understanding differences in infectivity across species and species-specific contributions to the environmental zoospore pool.
Highly susceptible amphibian species typically die at high Bd infection intensities (e.g., , ), suggesting that highly susceptible species may act as supershedders for a short period of time. In several cases across Central America , , Bd has caused the decline and extirpation of harlequin frog (genus: Atelopus) populations. Of the 113 Atelopus species, as many as 30 species have been declared Extinct in the Wild , and according to the IUCN, 80% of Atelopus species are Critically Endangered and 70% have declining populations. Atelopus experience rapid widespread population declines upon Bd site invasion, demonstrating high susceptibility. Here, we refer to Atelopus as a candidate acute supershedder to better describe the phenomena of high susceptibility and pathogen shedding.
Our goals in this study were to: (1) quantify Bd infection intensity and zoospore output of Atelopus zeteki, (2) determine the daily percent increase of Bd infection intensity and zoospore output on A. zeteki, and (3) determine if prior Bd exposure affects infection intensity and zoospore output. Our results are important in understanding species and community responses to Bd invasion and are relevant to future reintroduction programs.
Our research strictly followed the guidelines of and was approved by the University of Maryland Institute for Animal Care and Use Committee (protocol #R-12-98) and the Maryland Zoo in Baltimore Institutional Animal Care and Use Committee.
We obtained 13 captive-bred A. zeteki individuals, 15 months post-metamorphosis, used in an earlier Bd experiment . Ten animals were uninfected controls, and three were previously inoculated with JEL 427-P39 23 weeks before the start of our experiment. During the course of the earlier experiment , individuals were swabbed once every two weeks for 130 days. One individual consistently tested Bd negative for the duration of that experiment. The other two individuals tested Bd positive three and four times, respectively. The last swabbing event was five weeks before the start of our experiment where two of the three individuals were mildly infected.
We matched individuals by weight into two groups of five. We found no difference in weight between the infected and control groups at the start of the experiment (p>0.05). The three individuals previously exposed to Bd strain JEL 427-P39 were assigned to the infected treatment. All individuals were sexed by examination for eggs, ovaries, or testicles at time of death (12 female and 1 male). The single male had been placed in the control treatment.
Animals were housed in plastic boxes filled with sphagnum moss, a hide, and a water dish, in a laboratory maintained at 21–22°C with a 12∶12 light∶ dark photoperiod. We replaced all housing materials every seven days, changed water dishes every three days, fed frogs vitamin-dusted crickets or fruit flies (Drosophila melanogaster) ad libitum every three days, and misted terraria daily. We monitored individuals daily for clinical symptoms of Bd and euthanized all individuals once they lost righting abilities by applying Benzocaine 20% gel to the venter. All control individuals were euthanized when the last infected individual was euthanized.
We inoculated individuals with Bd strain JEL 423, a member of the hypervirulent BdGPL lineage, originally isolated from an infected Hylomantis lemur during the epidemic at El Copé, Panama in 2004 . We grew Bd strain JEL 423 on 1% tryptone agar plates for seven days, flooded plates with 1% trypone broth, filtered the liquid to obtain a pure zoospore stock solution, and diluted the pure stock solution with water to achieve the desired concentration . We individually inoculated the eight infected treatment frogs with 30,000 Bd zoospores for 10 hours. The five control individuals were exposed to a sham solution of water and <1% tryptone broth, roughly the same amount that had been used for the Bd treatment minus the zoospores, for the same period.
We used a fresh pair of latex powder-free gloves when handling each individual. We followed the swabbing protocol of Hyatt et al. . Immediately post-swabbing, we individually soaked each frog in 50 mL of distilled water for 15 minutes and added 50 µL of bovine serum albumen (BSA) to the water solution after removing each frog . We immediately filtered the solution using a 60 mL sterile syringe and 0.45 µm filter for each sample. Filters were plugged with syringe caps and stored in a 4°C refrigerator. Swabbing individuals before soaking could reduce the number of Bd zoospores estimated from the soak, thus our estimates are minimum zoospore output estimates.
We swabbed and soaked all individuals starting on day seven post-inoculation, thereafter every three to four days, and immediately prior to euthanasia. We extracted DNA from samples using PrepMan Ultra and analyzed samples using the standard real-time quantitative polymerase chain reaction assay , . Bd infection intensity was defined as the number of Bd genomic equivalents detected on a single swab . We categorized individuals as Bd-positive when Bd infection intensity was greater than or equal to one zoospore genomic equivalent .
We performed all statistical analyses in R . We modeled the change in Bd infection intensity (N) with respect to time (t) using dN/dt = y0ert, where y0 is the initial infection intensity, r is the daily rate of increase of infection intensity, and t is time in days. We used the same equation to model the change in zoospore output with respect to time. To calculate parameter estimates, we fitted two linear mixed models with a first order autoregressive correlation term to ln transformed response variables (i.e., Bd infection intensity and zoospore output; package nlme, ). We included prior infection history as an independent variable to determine if prior Bd exposure affected either response variable. We used AIC to compare model fit.
To determine if Bd infection intensity and zoospore output were correlated, we used a generalized linear mixed model with a first order autoregressive correlation term and a lognormal error distribution. To determine if survival curves of frogs with different infection histories differed, we used a logrank-test (package survival, ).
All frogs exposed to Bd lost righting abilities and were euthanized within 33 days post-inoculation (Figure 1; 100% mortality, mean: 28.88 days, SE: 1.58). All control animals tested negative at all sampling events, and no control animal experienced mortality during the course of the experiment.
At time of death, infected frogs had an average Bd infection intensity of 4,334,422 zoospores (SE: 1,156,576; range = 520,436 to 9,584,158) and an average zoospore output of 23.55 zoospores per minute (SE: 22.78; range = 0.00 to 172.61; Table 1).
Bd infection intensity and zoospore output increased exponentially over time (t50 = 7.018, p<0.001; t46 = 3.164, p = 0.001, respectively). Including prior exposure or higher order polynomials did not improve model fit. The daily percent increase in Bd infection intensity and zoospore output were 35.4% (SE: 0.05) and 13.1% (SE: 0.04), respectively. Bd infection intensity and zoospore output were positively correlated (Figure 2; t43 = 3.926, p<0.001). Prior Bd exposure did not affect Bd infection intensity or zoospore output (t6 = 1.896, p = 0.106; t6 = 0.624, p = 0.555, respectively). Survival rates also did not differ between naïve and previously exposed individuals (p>0.05).
The solid black line corresponds to the linear regression fitted to all points (t43 = 3.926, p<0.001). Bd infection intensity and zoospore output were positively correlated and not influenced by prior Bd exposure of the amphibian.
Filtered water from frog soaks produced more false negatives than skin swabs. Seventeen soaks tested negative, even though skin swabs tested positive. Only three swabs tested negative during the entire experiment. At time of death, three individual soaks tested Bd negative, although swab infection intensity from the same sampling period was extremely high (Table 1), suggesting either zoospores were trapped in the filters or the PCR reaction was inhibited.
Exposing Atelopus zeteki to Bd strain JEL 423 produced individuals with Bd infection intensities among the highest reported for any species to date (Table 2). Individuals also had high zoospore output, indicating A. zeteki were highly infectious and may contribute disproportionately to the environmental Bd zoospore pool. Other experimental infections ,  and field studies  also show that Atelopus spp. develop high Bd infection intensities, further suggesting that the genus Atelopus may be acute supershedders.
Other Atelopus studies have shown similarly high Bd infection intensities. Experimental infections of A. zeteki with other Bd strains (another Panamanian isolate JEL408 and a Puerto Rican isolate JEL427) showed Bd infection intensities ranging between 7.2×104 and >106 zoospores at death (Table 2; , ). Field studies also show high infection intensities in other species of Atelopus. Lampo et al.  reported the Bd infection intensity of a single dying Atelous crucifer individual as high as 244,000 zoospores. We cannot rule out Bd identity as the cause of variable high infection intensities at death because Atelopus were exposed to different Bd strains. Yet, the infection intensities in all lab and field studies were very high and caused rapid mortality.
Although we used an unnaturally high inoculation dose in this experiment, our results and conclusions are applicable to field scenarios because they mimic late stage infections. Carey et al.  showed that all individuals of Bufo [Anaxyrus] boreas died of infection at the same Bd infection intensity, those receiving lower doses only took longer to build infections and die. We used a high inoculation dose to minimize the duration of the experiment. Further studies are needed to document Bd infection intensities of Atelopus in the field and to determine whether Atelopus drives disease dynamics in other species.
We not only found that Bd infection intensity in A. zeteki at time of death was >106, but that A. zeteki had a high daily rate of increase in Bd infection intensity and zoospore output. We are only aware of a few studies that have quantified the daily rate of increase in Bd infection intensity ,  or zoospore output . Bufo [Anaxyrus] boreas had daily percent increases in Bd infection intensity of 68% and produced individuals with >107 zoospores at death (Table 2). Interestingly, Rana [Lithobates] muscosa/sierra had daily percent increases in Bd infection intensity of only 8% and infection intensities at death were approximately 104 zoospores . Meanwhile, Litoria caerulae had a daily rate of increase in zoospore output of 15.43% (SE: 2.29; ), but we were unable to compare the Bd infection intensity at death or mortality rate of this species to others because it was not reported. Yet, the first three species mentioned (A. zeteki, B. boreas, and R. muscosa/sierra) have experienced mass mortality and widespread population declines , , , , –, suggesting that where infections build rapidly, frogs die with higher burdens.
Our study also provides evidence that Bd pre-exposure is insufficient to change the outcome of infection. This suggests that either (1) A. zeteki can not mount an effective adaptive immune response or (2) Bd possibly evades  and/or suppresses the immune system –. For example, Fites et al.  showed that Bd cells and supernatant impaired lymphocyte proliferation and induced apoptosis. The three individuals that were inoculated with JEL427-P39 may have persisted with mild infections during the first experiment because of several mechanisms acting singly or in concert: (1) their immune system was able to minimize infections, (2) the attenuated strain did not reproduce well, or (3) the inoculation was ineffective. We have no data to inform the first or second possibility, although the first possibility seems unlikely given the eventual mortality of those individuals; and the third possibility can be eliminated, given that all individuals, except one, tested Bd positive during the experiment.
Ex situ captive assurance Atelopus colonies are used as conservation tools to prevent extinction of the genus, with the ultimate goal of returning individuals to their native habitats. Yet, high Bd infection intensities and zoospore output of A. zeteki may create challenges for reintroduction programs. Not only do Atelopus experience high mortality rates when exposed to Bd, but there is substantial cause for concern if Atelopus are acute supershedders. To determine the feasibility of Atelopus reintroductions, future studies should examine Bd infection intensity, zoospore output, and immune function of Atelopus under different environmental conditions (e.g., –). Understanding infectivity, duration of infectiveness, and transmission heterogeneity among amphibian species and populations will lead to a more comprehensive understanding of factors leading to different disease outcomes among populations following Bd invasion.
We thank A. V. Longo and C. R. Muletz for assistance in the lab, N. Reeder and M. H. Toothman for advice on the soaking protocol, and A. Novarro and B. Talley for comments on previous drafts. We also thank K. Murphy and V. Poole of Project Golden Frog.
Conceived and designed the experiments: GVD PFL KRZ KRL. Performed the experiments: GVD PFL. Analyzed the data: GVD. Contributed reagents/materials/analysis tools: KRZ KRL. Wrote the paper: GVD PFL KRZ KRL.
- 1. Lips KR, Reeve JD, Witters LR (2003) Ecological traits predicting amphibian population declines in Central America. Conserv Biol 17: 1078–1088.
- 2. Crawford AM, Lips KR, Bermingham E (2010) Epidemic disease decimates amphibian abundance, species diversity, and evolutionary history in the highlands of central Panama. Proc Natl Acad Sci U S A 107: 13777–13782.
- 3. Daszak P, Strieby A, Cunningham AA, Longcore JE, Brown CC, et al. (2004) Experimental evidence that the bullfrog (Rana Catesbeiana) is a potential carrier of chytridiomycosis, an emerging fungal disease of amphibians. Herpetol J 14: 201–207.
- 4. Reeder NMM, Pessier AP, Vredenburg VT (2012) A Reservoir Species for the Emerging Amphibian Pathogen Batrachochytrium dendrobatidis Thrives in a Landscape Decimated by Disease. PLoS ONE 7: e33567.
- 5. Bishop PJ, Speare R, Poulter R, Butler M, Speare BJ, et al. (2009) Elimination of the amphibian chytrid fungus Batrachochytirum dendrobatidis by Archey's frog Leiopelma archeyi. Dis Aquat Organ 84: 9–15.
- 6. Briggs CJ, Knapp RA, Vredenburg VT (2010) Enzootic and epizootic dynamics of the chytrid fungal pathogen of amphibians. Proc Natl Acad Sci U S A 107: 9695–9700.
- 7. Vredenburg VT, Knapp RA, Tunstall TS, Briggs CJ (2010) Dynamics of an emerging disease drive large scale amphibian population extinction. Proc Natl Acad Sci U S A 107: 9689–9694.
- 8. Lloyd-Smith JO, Schreiber SJ, Kopp PE, Getz WM (2005) Superspreading and the effect of individual variation on disease emergence. Nature 438: 355–359.
- 9. Streicker DG, Fenton A, Pedersen AB (2013) Differential sources of host species heterogeneity influence the transmission and control of multihost parasite. Ecol Lett 16: 975–984.
- 10. Dwyer G, Elkinton JS, Buonaccorsi JP (1997) Host heterogeneity in susceptibility and disease dynamics: tests of a mathematical model. Am Nat 150: 685–707.
- 11. Keeling MJ, Rohani P (2008) Modeling infectious diseases in humans and animals. Princeton, NJ: Princeton University Press.
- 12. Kemper JT (1980) On the identification of superspreaders for infectious disease. Math Biosci 48: 111–127.
- 13. Galvani AP, May RM (2005) Epidemiology—dimensions of superspreading. Nature 438: 293–295.
- 14. McCaig C, Begon M, Norman R, Shankland C (2011) A symbolic investigation of superspreaders. Bull Math Biol 73: 777–794.
- 15. Altizer S, Nunn CL, Thrall PH, Gittleman JL, Antonovics J, et al. (2003) Social organization and parasite risk in mammals: integrating theory and empirical studies. Annu Rev Ecol Evol Syst 34: 517–547.
- 16. Small M, Tse CK, Walker DM (2006) Super-spreaders and the rate of transmission of the SARS virus. Physica D 215: 146–158.
- 17. Alexander KA, McNutt JW (2010) Human behavior influences infectious disease emergence at the human–animal interface. Front Ecol Environ 8: 522–26.
- 18. Gopinath S, Hotson A, Johns J, Nolan G, Monack D (2013) The Systemic Immune State of Super-shedder Mice Is Characterized by a Unique Neutrophil-dependent Blunting of TH1 Responses. PLoS Pathog 9: e1003408.
- 19. Jankowski MD, Williams CJ, Fair JM, Owen JC (2013) Birds Shed RNA-Viruses According to the Pareto Principle. PLoS ONE 8: e72611.
- 20. Searle CL, Gervasi SS, Hua J, Hammond JI, Relyea RA, et al. (2011) Differential Host Susceptibility to Batrachochytrium dendrobatidis, an Emerging Amphibian Pathogen. Conserv Biol 25: 965–974.
- 21. Gervasi S, Gondhalekar C, Olson DH, Blaustein AR (2013) Host identity matters in the amphibian-Batrachochytrium dendrobatidis system: Fine-scale patterns of variation in responses to a multi-host pathogen. PloS ONE 8: e54490.
- 22. Carey C, Bruzgul JE, Livo LJ, Walling ML, Kuehl KA, et al. (2006) Experimental exposures of Boreal Toads (Bufo boreas) to a pathogenic chytrid fungus (Batrachochytrium dendrobatidis). EcoHealth 3: 5–21.
- 23. Voyles J, Young S, Berger L, Campbell C, Voyles WF, et al. (2009) Pathogenesis of chytridiomycosis, a cause of catastrophic amphibian declines. Science 326: 582–585.
- 24. La Marca E, Lips KR, Lotters S, Puschendorf R, Ibanez R, et al. (2005) Catastrophic population declines and extinctions in neotropical Harlequin frogs (Bufonidae: Atelopus). Biotropica 37: 190–201.
- 25. Lips KR, Diffendorfer J, Mendelson JR, Sears MW (2008) Riding the wave: reconciling the roles of disease and climate change in amphibian declines. PLoS Biol 6: e72.
- 26. Langhammer PF, Lips KR, Burrowes PA, Tunstall TS, Palmer CM, et al. (2013) A fungal pathogen of amphibians, Batrachochytrium dendrobatidis, attenuates in pathogenicity with in vitro passages. PLoS ONE e77630.
- 27. Lips KR, Brem F, Brenes R, Reeve JD, Alford RA, et al. (2006) Emerging infectious disease and the loss of biodiversity in a Neotropical amphibian community. Proc Natl Acad Sci U S A 103: 3165–3170.
- 28. Hyatt AD, Boyle DG, Olsen V, Boyle DB, Berger L, et al. (2007) Diagnostic assays and sampling protocols for the detection of Batrachochytrium dendrobatidis. Dis Aquat Organ 73: 175–192.
- 29. Boyle DG, Boyle DB, Olsen V, Morgan JAT, Hyatt AD (2004) Rapid quantitative detection of chytridiomycosis (Batrachochytrium dendrobatidis) in amphibian samples using real-time Taqman PCR assay. Dis Aquat Organ 60: 141–148.
- 30. Kriger KM, Hero JM, Ashton KJ (2006) Cost efficiency in the detection of chytridiomycosis using PCR assay. Dis Aquat Organ 71: 149–154.
- 31. R Core Team (2012) R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. ISBN 3-900051-07-0, URL http://www.R-project.org/.
- 32. Pinheiro J, Bates D, DebRoy S, Sarkar D, the R Development Core Team (2012) nlme: Linear and Nonlinear Mixed Effects Models. R package version 3.1–105.
- 33. Therneau T (2012) A Package for Survival Analysis in S. R package version 2.37-2, <URL: http://CRAN.R-project.org/package=survival>.
- 34. Becker MH, Harris RN, Minbiole KPC, Schwantes CZ, Rollins-Smith LA, et al. (2010) Towards a better understanding of the use of probiotics for preventing chytridiomycosis in Panamanian golden frogs. Ecohealth 8: 501–506.
- 35. Lampo M, Celsa SJ, Rodriguez-Contreras A, Rojas-Runjaic F, Garcia CZ (2011) High Turnover Rates in Remnant Populations of the Harlequin Frog Atelopus cruciger (Bufonidae): Low Risk of Extinction? Biotropica 0: 1–7.
- 36. Stice MJ, Briggs CJ (2010) Immunization is ineffective at preventing infection and mortality due to the amphibian chytrid fungus Batrachochytrium dendrobatidis. J Wildl Dis 46: 70–77.
- 37. Muths E, Stephen P, Pessier AP, Green DE (2003) Evidence for disease-related amphibian decline in Colorado. Biol Conserv 110: 357–365.
- 38. Scherer RD, Muths E, Noon BR, Corn PS (2005) An Evaluation of Weather and Disease As Causes of Decline in Two Populations of Boreal Toads. Ecol Appl 15: 2150–2160.
- 39. Pilliod DS, Muths E, Scherer RD, Bartelt PE, Corn PS, et al. (2010) Effects of amphibian chytrid fungus on individual survival probability in wild boreal toads. Conserv Biol 24: 1259–1267.
- 40. Berger L, Speare R, Kent A (1999) Diagnosis of chytridiomycosis in amphibians by histologic examination. Zoos Print J 15: 184–190.
- 41. Ribas L, Li MS, Doddington BJ, Robert J, Seidel JA, et al. (2009) Expression profiling the temperature-dependent amphibian response to infection by Batrachochytrium dendrobatidis. PloS ONE 4: e8408.
- 42. Rosenblum EB, Poorten TJ, Settles M, Murdoch GK, Robert J, et al. (2009) Genome-wide transcriptional response of Silurana (Xenopus) tropicalis to infection with the deadly chytrid fungus. PloS ONE 4: e6494.
- 43. Fites JS, Ramsey JP, Holden WM, Collier SP, Sutherland DM, et al. (2013) The invasive chytrid fungus of amphibians paralyzes lymphocyte responses. Science 342: 366–369.
- 44. Piotrowski JS, Annis SL, Longcore JE (2011) Physiology of Batrachochytrium dendrobatidis, a chytrid pathogen of amphibians. Mycologia 96: 9–15.
- 45. Raffel TR, Rohr JR, Kiesecker JM, Hudson PJ (2006) Negative effects of changing temperature on amphibian immunity under field conditions. Funct Ecol 20: 819–828.
- 46. Bustamante HM, Livo LJ, Carey C (2010) Effects of temperature and hydric environment on survival of the Panamanian Golden Frog infected with a pathogenic chytrid fungus. Integr Zool 5: 143–53.
- 47. Cashins SD, Grogan LF, McFadden M, Hunter D, Harlow PS, et al. (2013) Prior infection does not improve survival against the amphibian disease Chytridiomycosis. PloS ONE 8: e56747.
- 48. Rosenblum EB, Poorten TJ, Settles M, Murdoch GK (2012) Only skin deep: shared genetic response to the deadly chytrid fungus in susceptible frog species. Mol Ecol 21: 3110–3120.