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Ranavirus could speed up extinction
for the endangered frog, Rana sevosa
Julia E. Earl, Matthew J. Gray and William B. Sutton
The Big Unknowns:
Can Ranavirus affect population dynamics?
Can Ranavirus cause local or global extinction?
Evidence so far:
– About 40-60% of USA amphibian die-offs (1996-
2005) attributable to ranavirus (Green et al. 2002, Muths et
al. 2006)
– Common Frogs- adult populations decline ~80% in
ponds with ranavirus (Teacher et al. 2010)
Population Models
• Great tool to examine how changes in survival
might affect populations
• Start with species most likely to be vulnerable
to extinction
– closed populations of an endangered species
– examine effects of ranavirus exposure in one life
stage at a time
– different intervals of exposure
Dusky Gopher Frog- Rana sevosa
• One of the most
endangered frogs in the
USA- listed in 2001
• Only one regular, viable
population- Glen’s Pond
(MS)
• Pond breeder- eggs in Dec.
• Metamorphs emerge in
June when the pond dries
• Adults in long leaf pine
often associated with
Gopher Tortoise Burrows
IUCN
Model
Juveniles Adults
• Very simple stage-structured matrix model of
females
• Parameterized using data from 1995-2001
monitoring Glen’s pond (Richter et al. 2001, 2003)
• Built in stochasticity in the model- drew random
values for parameters from a normal distribution
each year
• Hydroperiod threshold for metamorph
production- 190 days
Calibrating the Model
• Examined correlations between model
generated data and actual data (r = 0.6-0.8)
• Sensitivity analysis- which parameter values
change the model the most?
– Sensitive to survival from eggs to juveniles
• Further- data from 2000s suggests population
decline of 10% each year (Pechmann, unpubl. data)
– Our model output is consistent with this
Simulations
• Ran model with 3 hydroperiods: 148 (Glen’s
pond average), 200 (slightly wetter
period), and functionally permanent
• Ranavirus- challenge trials complete on
adults, showed 100% mortality in water bath
– See Bill Sutton’s Poster!
– Die-off concentrations of virus (103 pfu/mL)
– Assuming only adults are exposed
– Examined different exposure intervals
Adult Exposure to Ranavirus
Quick Extinction with No Intervention
7
8
9
10
11
12
13
14
15
16
17
148 (Glen's Pond Avg.) 200
TimetoExtinction(years)
Average Hydroperiod (days)
No Disease
Adult Ranavirus Yr. 1
Adult Ranavirus Yr. 5
Adult Ranavirus Yrs. 1 & 10
Adult Ranavirus Yrs. 1 & 5
Intervention: Hydroperiod
• Experimental water addition in 2001 (Seigel et al.
2006)
• Examined a non- limiting hydroperiod
– Assumes water added to the pond every year
Permanent Hydroperiod
40
45
50
55
60
65
70
75
80
85
No
disease
Every 50 every 25 every 10 every 5 every 2
TimetoExtinction(yrs)
Disease Interval (years) **Realistic
intervals
Supplemental Rearing
• Water addition not feasible- too expensive
• Rearing all the eggs in cattle tanks beside the
pond is the current strategy
– Producing 200-900 juveniles each year
– Population now at a 10% increase each year
(Joe Pechmann, personal communication)
• Examined this scenario (still adult mortality only)
• Previous scenarios- all populations went
extinct within 1000 years
– Not true with this scenario
0
0.05
0.1
0.15
0.2
0.25
No
disease
Every 50 Every 25 Every 10 Every 5 Every 2 Every 1
ExtinctionProbability
Disease Interval (years)
Conclusions
• Exposure to ranavirus could speed up extinction and
increase extinction probabilities, depends on exposure
interval and intervention strategy
• Unlikely to have a large effect for Dusky Gopher Frogs if
the current intervention is maintained
– The population dynamics are not actually very sensitive to
adult mortality
– Future data on other life stages will be really important
• However, interactions with other
stressors could make this worse
• Results will need to be reassessed if
other populations become viable
creating a metapopulation
Future Directions
• Data to come on other life stages of the Dusky
Gopher Frog- larvae, metamorphs
• Wood frog model- comparing exposure in
different life stages- WDA Thurs.
– Even this common species can go extinct
• Add a transmission component and using
meta-population models
Acknowledgements
• Help with Gopher Frog trials: Becky
Hardman, Dr. Becky Wilkes, Dr. Debra Miller
• Funding:

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Ranavirus could speed up extinction for the endangered Mississippi gopher frog

  • 1. Ranavirus could speed up extinction for the endangered frog, Rana sevosa Julia E. Earl, Matthew J. Gray and William B. Sutton
  • 2. The Big Unknowns: Can Ranavirus affect population dynamics? Can Ranavirus cause local or global extinction? Evidence so far: – About 40-60% of USA amphibian die-offs (1996- 2005) attributable to ranavirus (Green et al. 2002, Muths et al. 2006) – Common Frogs- adult populations decline ~80% in ponds with ranavirus (Teacher et al. 2010)
  • 3. Population Models • Great tool to examine how changes in survival might affect populations • Start with species most likely to be vulnerable to extinction – closed populations of an endangered species – examine effects of ranavirus exposure in one life stage at a time – different intervals of exposure
  • 4. Dusky Gopher Frog- Rana sevosa • One of the most endangered frogs in the USA- listed in 2001 • Only one regular, viable population- Glen’s Pond (MS) • Pond breeder- eggs in Dec. • Metamorphs emerge in June when the pond dries • Adults in long leaf pine often associated with Gopher Tortoise Burrows IUCN
  • 5. Model Juveniles Adults • Very simple stage-structured matrix model of females • Parameterized using data from 1995-2001 monitoring Glen’s pond (Richter et al. 2001, 2003) • Built in stochasticity in the model- drew random values for parameters from a normal distribution each year • Hydroperiod threshold for metamorph production- 190 days
  • 6. Calibrating the Model • Examined correlations between model generated data and actual data (r = 0.6-0.8) • Sensitivity analysis- which parameter values change the model the most? – Sensitive to survival from eggs to juveniles • Further- data from 2000s suggests population decline of 10% each year (Pechmann, unpubl. data) – Our model output is consistent with this
  • 7. Simulations • Ran model with 3 hydroperiods: 148 (Glen’s pond average), 200 (slightly wetter period), and functionally permanent • Ranavirus- challenge trials complete on adults, showed 100% mortality in water bath – See Bill Sutton’s Poster! – Die-off concentrations of virus (103 pfu/mL) – Assuming only adults are exposed – Examined different exposure intervals
  • 8. Adult Exposure to Ranavirus
  • 9. Quick Extinction with No Intervention 7 8 9 10 11 12 13 14 15 16 17 148 (Glen's Pond Avg.) 200 TimetoExtinction(years) Average Hydroperiod (days) No Disease Adult Ranavirus Yr. 1 Adult Ranavirus Yr. 5 Adult Ranavirus Yrs. 1 & 10 Adult Ranavirus Yrs. 1 & 5
  • 10. Intervention: Hydroperiod • Experimental water addition in 2001 (Seigel et al. 2006) • Examined a non- limiting hydroperiod – Assumes water added to the pond every year
  • 11. Permanent Hydroperiod 40 45 50 55 60 65 70 75 80 85 No disease Every 50 every 25 every 10 every 5 every 2 TimetoExtinction(yrs) Disease Interval (years) **Realistic intervals
  • 12. Supplemental Rearing • Water addition not feasible- too expensive • Rearing all the eggs in cattle tanks beside the pond is the current strategy – Producing 200-900 juveniles each year – Population now at a 10% increase each year (Joe Pechmann, personal communication) • Examined this scenario (still adult mortality only)
  • 13. • Previous scenarios- all populations went extinct within 1000 years – Not true with this scenario 0 0.05 0.1 0.15 0.2 0.25 No disease Every 50 Every 25 Every 10 Every 5 Every 2 Every 1 ExtinctionProbability Disease Interval (years)
  • 14. Conclusions • Exposure to ranavirus could speed up extinction and increase extinction probabilities, depends on exposure interval and intervention strategy • Unlikely to have a large effect for Dusky Gopher Frogs if the current intervention is maintained – The population dynamics are not actually very sensitive to adult mortality – Future data on other life stages will be really important • However, interactions with other stressors could make this worse • Results will need to be reassessed if other populations become viable creating a metapopulation
  • 15. Future Directions • Data to come on other life stages of the Dusky Gopher Frog- larvae, metamorphs • Wood frog model- comparing exposure in different life stages- WDA Thurs. – Even this common species can go extinct • Add a transmission component and using meta-population models
  • 16. Acknowledgements • Help with Gopher Frog trials: Becky Hardman, Dr. Becky Wilkes, Dr. Debra Miller • Funding: