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Drivers of population- level effects of parasite virulence Life-history meets meta-analysis Maggie J. Watson Charles Sturt University, Australia
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Page 1: Drivers of population-level effects of parasite virulence Life-history meets meta-analysis Maggie J. Watson Charles Sturt University, Australia.

Drivers of population-level effects of parasite virulence

Life-history meets meta-analysis

Maggie J. Watson Charles Sturt University, Australia

Page 2: Drivers of population-level effects of parasite virulence Life-history meets meta-analysis Maggie J. Watson Charles Sturt University, Australia.

A central goal of population ecology is to identify factors controlling population dynamics.

Population Size• Intrinsic Death Rate• Parasites• Predators• Disease

Population Size• Intrinsic Birth Rate• Food Supply

Page 3: Drivers of population-level effects of parasite virulence Life-history meets meta-analysis Maggie J. Watson Charles Sturt University, Australia.

Parasites—the focus of MANY experimental studies

Do parasites affect individuals?

Page 4: Drivers of population-level effects of parasite virulence Life-history meets meta-analysis Maggie J. Watson Charles Sturt University, Australia.

Parasites—the focus of MANY experimental studies

Do parasites regulate populations?

Page 5: Drivers of population-level effects of parasite virulence Life-history meets meta-analysis Maggie J. Watson Charles Sturt University, Australia.

Population regulation by parasites has been identified in Red Grouse Lagopus lagopus scoticus

Hudson et al. 1998

Page 6: Drivers of population-level effects of parasite virulence Life-history meets meta-analysis Maggie J. Watson Charles Sturt University, Australia.

Svalbard Reindeer Rangifer tarandus platyrhnchus

Albon et al. 2002

Page 7: Drivers of population-level effects of parasite virulence Life-history meets meta-analysis Maggie J. Watson Charles Sturt University, Australia.

and Soay Sheep Ovis aries

Gulland 1992

Page 8: Drivers of population-level effects of parasite virulence Life-history meets meta-analysis Maggie J. Watson Charles Sturt University, Australia.
Page 9: Drivers of population-level effects of parasite virulence Life-history meets meta-analysis Maggie J. Watson Charles Sturt University, Australia.

...but, they are all managed populations

Page 10: Drivers of population-level effects of parasite virulence Life-history meets meta-analysis Maggie J. Watson Charles Sturt University, Australia.
Page 11: Drivers of population-level effects of parasite virulence Life-history meets meta-analysis Maggie J. Watson Charles Sturt University, Australia.
Page 12: Drivers of population-level effects of parasite virulence Life-history meets meta-analysis Maggie J. Watson Charles Sturt University, Australia.
Page 13: Drivers of population-level effects of parasite virulence Life-history meets meta-analysis Maggie J. Watson Charles Sturt University, Australia.

Thus, the question still remains—are parasites significant drivers of population-level effects and what host life-history traits drive

observed parasite virulence?

Page 14: Drivers of population-level effects of parasite virulence Life-history meets meta-analysis Maggie J. Watson Charles Sturt University, Australia.

• Identify a common measure of EFFECT SIZE resulting in a weighted average

• Estimate, with great power, the TRUE EFFECT SIZE

Page 15: Drivers of population-level effects of parasite virulence Life-history meets meta-analysis Maggie J. Watson Charles Sturt University, Australia.

A meta-analysis of 38 experimental studies (31 avian, 6 mammalian, 1 fish) of the costs of parasites to population-level measures of natural, free-ranging hosts revealed an overall effect size,

d =0.49

% breeding succ., # young produced, survival, clutch size, hatching succ.

Page 16: Drivers of population-level effects of parasite virulence Life-history meets meta-analysis Maggie J. Watson Charles Sturt University, Australia.

d =0.49

This is HUGE!

Page 17: Drivers of population-level effects of parasite virulence Life-history meets meta-analysis Maggie J. Watson Charles Sturt University, Australia.

But, a very small pool…

• 1 Perciformes• 2 Galliformes• 1 Columbiformes• 1 Ciconiiformes• 1 Pelicaniformes• 2 Charadriiformes• 1 Apodiformes• 23 Passeriformes• 2 Lagomorpha• 3 Rodentia• 1 Artiodactyla

Page 18: Drivers of population-level effects of parasite virulence Life-history meets meta-analysis Maggie J. Watson Charles Sturt University, Australia.

But, a very small pool…

• 1 Perciformes• 2 Galliformes• 1 Columbiformes• 1 Ciconiiformes• 1 Pelicaniformes• 2 Charadriiformes• 1 Apodiformes• 23 Passeriformes• 2 Lagomorpha• 3 Rodentia• 1 Artiodactyla

Page 19: Drivers of population-level effects of parasite virulence Life-history meets meta-analysis Maggie J. Watson Charles Sturt University, Australia.

Not

eve

ryth

ing

is a

pas

serin

e…

Page 20: Drivers of population-level effects of parasite virulence Life-history meets meta-analysis Maggie J. Watson Charles Sturt University, Australia.

So where to now?

What host traits influence parasite

virulence?

Page 21: Drivers of population-level effects of parasite virulence Life-history meets meta-analysis Maggie J. Watson Charles Sturt University, Australia.

Some predictions…

Expect greater effects in:

• Cavity nesters• Colonial species• Tropical species• Species with high

mortality rates

Møller et al. 2009 A meta-analysis of parasite virulence in nestling birds. Biol. Rev. 84: 567-588

Nidelet et al. 2009. Effects of shortened host life span on the evolution of parasite life history and virulence in a microbial host-parasite system. BMC Evolutionary Biology 9:65.

Page 22: Drivers of population-level effects of parasite virulence Life-history meets meta-analysis Maggie J. Watson Charles Sturt University, Australia.

…cavity nesters?

-2

-1

0

1

2

3

4

Effec

t Siz

e

Open Nest Cavity Nest

Z*=-0.34p-value=0.97

Page 23: Drivers of population-level effects of parasite virulence Life-history meets meta-analysis Maggie J. Watson Charles Sturt University, Australia.

…coloniality?

-2

-1

0

1

2

3

4

Effec

t siz

e

Not Colonial Highly Colonial

Z*=0.36p-value=0.72

Page 24: Drivers of population-level effects of parasite virulence Life-history meets meta-analysis Maggie J. Watson Charles Sturt University, Australia.

…latitude?

0 15 30 45 60 75 90

-2

-1

0

1

2

3

4

Effec

t Siz

e (d

)

Z*=-1.30p-value=0.19

Page 25: Drivers of population-level effects of parasite virulence Life-history meets meta-analysis Maggie J. Watson Charles Sturt University, Australia.

0 5 10 15 20 25 30 35 40 45 50-2

-1

0

1

2

3

4

Lifespan (years)

Effec

t siz

e

…host lifespan (maximum)?

Z*=-1.44p-value=0.15

Page 26: Drivers of population-level effects of parasite virulence Life-history meets meta-analysis Maggie J. Watson Charles Sturt University, Australia.

0 5 10 15 20 25 30-2

-1

0

1

2

3

4

Lifespan (Years)

Effec

t Siz

e…host lifespan (average)?

Z*=-1.93p-value=0.05

Page 27: Drivers of population-level effects of parasite virulence Life-history meets meta-analysis Maggie J. Watson Charles Sturt University, Australia.

0 5 10 15 20 25 30

-2

-1

0

1

2

3

4

Lifespan (Years)

Effec

t Siz

e of

Par

asite

s

…which species?

Page 28: Drivers of population-level effects of parasite virulence Life-history meets meta-analysis Maggie J. Watson Charles Sturt University, Australia.

Some results…

Found greater effects in:

• Cavity nesters • Colonial species • Tropical species • Species with lower

average lifespans

Page 29: Drivers of population-level effects of parasite virulence Life-history meets meta-analysis Maggie J. Watson Charles Sturt University, Australia.

Conclusions

• Yes, parasites do have population level effects, but are they biologically relevant to all species?

• What life-history attributes determine virulence?

• Future areas of inquiry—lifespan of host organism, ideally study (truly) long-lived organisms and species other than tits and swallows and martins!

Page 30: Drivers of population-level effects of parasite virulence Life-history meets meta-analysis Maggie J. Watson Charles Sturt University, Australia.

An aside about data reporting…

• Means• SD or SE• Sample sizes• …and make sure

there are comparable categories to other studies

Page 31: Drivers of population-level effects of parasite virulence Life-history meets meta-analysis Maggie J. Watson Charles Sturt University, Australia.

Now for a parasite removal experiment!

…and lots of pretty pictures!

Page 32: Drivers of population-level effects of parasite virulence Life-history meets meta-analysis Maggie J. Watson Charles Sturt University, Australia.

Host species• Crested Tern (Thalasseus

bergii cristata , Stephens 1826)

• Colonial• Abundant (IUCN Least

Concern)• Ubiquitous (Africa to

Australia)• Naturally heavily

parasitised • And VERY long lived…

Page 33: Drivers of population-level effects of parasite virulence Life-history meets meta-analysis Maggie J. Watson Charles Sturt University, Australia.

Parasite Species• Lice

– Austromenopon atrofulvum

– Quadraceps sellatus – Saemundssonia

laticaudata – …and maybe more!

• Ticks– Ornithodoros capensis– Ixodes kohlsi

Page 34: Drivers of population-level effects of parasite virulence Life-history meets meta-analysis Maggie J. Watson Charles Sturt University, Australia.

Methods• Morphometric changes

– Bill + Head– Mass– Sex specific growth

• Haematological changes– Haematocrit

• Immunological changes– Total WBC counts– Heterophil/Eosinophil Ratio

• Survival• Metabolic (?) changes

– Ptilochronology– Fluctuating Asymmetry

Medication experiment:Sample size: 388; 178 recapturedIvomec vs. Control

Page 35: Drivers of population-level effects of parasite virulence Life-history meets meta-analysis Maggie J. Watson Charles Sturt University, Australia.

Pthilochronology: growth bars

1 2 3

Page 36: Drivers of population-level effects of parasite virulence Life-history meets meta-analysis Maggie J. Watson Charles Sturt University, Australia.

ResultsMedication reduced

parasite numbers (p=0.00051)

High vs. Low Parasites Weight gain p=0.23 Bill + Head p=0.51

Males vs. Females Weight gain p=0.35 Bill + Head p=0.39

Haematocrit NS

Page 37: Drivers of population-level effects of parasite virulence Life-history meets meta-analysis Maggie J. Watson Charles Sturt University, Australia.

Results: Immunological (Total WBC Counts)

0 50 100 1500

5

10

15

20

25

30

R² = 0.378605881014183

Total WBC Count

Num

ber o

f Par

asite

s

Page 38: Drivers of population-level effects of parasite virulence Life-history meets meta-analysis Maggie J. Watson Charles Sturt University, Australia.

Results: Immunological (H/E Ratio)

0 5 10 150

5

10

15

20

25

R² = 0.197254487275589

Heterophil:Eosinophil Ratio

Num

ber o

f Par

asite

s

Page 39: Drivers of population-level effects of parasite virulence Life-history meets meta-analysis Maggie J. Watson Charles Sturt University, Australia.

2008-9 poor food supplies 2009-10 good food supplies

Results: Ptilochronology

0 5 10 15 20 250

2

4

6

R² = 0.02770795174516010 5 10 15 200

2

4

6

R² = 0.43324472117248

Number of Parasites (Rank Order)

Gro

wth

bar

s (m

m)

Page 40: Drivers of population-level effects of parasite virulence Life-history meets meta-analysis Maggie J. Watson Charles Sturt University, Australia.

Results: Fluctuating Asymmetry

low parasites high parasites0.00

0.10

0.20

0.30

0.40

0.50

0.60

0.70

0.80

0.90

Asym

met

ry B

etw

een

Tail

Feat

hers

(mm

)

P=0.03

N=24

N=26

Page 41: Drivers of population-level effects of parasite virulence Life-history meets meta-analysis Maggie J. Watson Charles Sturt University, Australia.

What do the non-significant results mean?

• Morphometric changes obfuscated by food supply

• Haematocrit and age• Ptilochronology and

food supply• Ptilochronology and

“quality”• Long-lived species and

survival

Page 42: Drivers of population-level effects of parasite virulence Life-history meets meta-analysis Maggie J. Watson Charles Sturt University, Australia.

What do the significant results mean?

• The benefits of parasites• Immunological “costs”• Metabolic “costs” and

effects on long-term “quality

Page 43: Drivers of population-level effects of parasite virulence Life-history meets meta-analysis Maggie J. Watson Charles Sturt University, Australia.

Conclusions • In highly evolved natural systems, parasites may not affect hosts except during extreme stochastic events.

• Long-lived species are not as affected by their parasites as short-lived species.

Page 44: Drivers of population-level effects of parasite virulence Life-history meets meta-analysis Maggie J. Watson Charles Sturt University, Australia.

Acknowledgements

Trusty fieldworkers: Dave, Douglas, Jack and Charlie Watson, Andrew, and the other Maggie

The notoriously unphotographable advisor: Shane Raidal

Funded by ILWS CSU Scholarship and Holsworth Foundation Grants


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