yellow fever in senegal: strategies for control nicholas eriksson, heather lynch,

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Yellow Fever in Senegal: Strategies for Control http://www.fnai.org/ARROW/almanac/history/history_regional_timeline.cfm Nicholas Eriksson, Heather Lynch, Brendan O’Fallon, Katharine Preedy Advisor: Simon Levin

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World Health Organization: Communicable Diseases Epidemiological Report (2003)

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Page 1: Yellow Fever in Senegal: Strategies for Control  Nicholas Eriksson, Heather Lynch,

Yellow Fever in Senegal:Strategies for Control

http://www.fnai.org/ARROW/almanac/history/history_regional_timeline.cfm

Nicholas Eriksson, Heather Lynch, Brendan O’Fallon, Katharine Preedy

Advisor: Simon Levin

Page 2: Yellow Fever in Senegal: Strategies for Control  Nicholas Eriksson, Heather Lynch,
Page 3: Yellow Fever in Senegal: Strategies for Control  Nicholas Eriksson, Heather Lynch,

World Health Organization: Communicable Diseases Epidemiological Report (2003)

Page 4: Yellow Fever in Senegal: Strategies for Control  Nicholas Eriksson, Heather Lynch,

Three patch model:Urban, Village, and Forest

U

V

F ~ 1,000 individuals with constant rate of infection from forest (monkey) reservoir

~ 10,000 individuals with infection coming from contact with infected individuals from the forest patch

~ 100,000 individuals with infection coming from contact with infected individuals from the village patch

Page 5: Yellow Fever in Senegal: Strategies for Control  Nicholas Eriksson, Heather Lynch,

Urban

Village

Forest

infection from the reservoir

Page 6: Yellow Fever in Senegal: Strategies for Control  Nicholas Eriksson, Heather Lynch,

Num

ber o

f Inf

ecte

d In

divi

dual

s

Num

ber o

f Inf

ecte

d In

divi

dual

s

Time (days)

Time (days)

~ 2.3 years

rate of infection from reservoir = 0.0001/daytransmission-rate = 0.12/infected individual/dayrecovery rate = 0.10/daycontact probability between forest-village = 0.01/infected individual/daycontact probability between village-urban = 0.01/infected individual/daybirth rate = death rate = 0.0001/day

Page 7: Yellow Fever in Senegal: Strategies for Control  Nicholas Eriksson, Heather Lynch,

Vaccination =

vaccination rate = 2.5e-4 vaccinations/person/day

Frac

tion

of D

ays

Sam

pled

Number of Infected Individuals

+

Page 8: Yellow Fever in Senegal: Strategies for Control  Nicholas Eriksson, Heather Lynch,

Quarantine 50%Quarantine 75%

Mea

n U

rban

Infe

cted

Indi

vidu

als

Vaccination Rate

A Comparison of Vaccination Strategies

Page 9: Yellow Fever in Senegal: Strategies for Control  Nicholas Eriksson, Heather Lynch,

Further Work:• pulsed vaccinations• seasonal fluctuations• mosquito population• mosquito-based control

- spraying - mosquito nets• less parameter-sensitive models

Summary:• in this model, the most effective vaccination strategy is in the urban patch

• quarantine can be as effective as vaccination if infected individuals can be properly identified

• vaccination is most effective at the ‘tails’ of the infected distribution, i.e. it eliminates the worst outbreaks

Page 10: Yellow Fever in Senegal: Strategies for Control  Nicholas Eriksson, Heather Lynch,

Eigenvalues of Equilibrium Point of Homogeneous System

Real part of eigenvalues Imaginary part of eigenvalues

Page 11: Yellow Fever in Senegal: Strategies for Control  Nicholas Eriksson, Heather Lynch,

Dominant Eigenvalue

Page 12: Yellow Fever in Senegal: Strategies for Control  Nicholas Eriksson, Heather Lynch,

Vaccination vs. Immigration