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Mass vaccination, immunity and coverage: Modelling population protection against foot-and-mouth disease in Turkish cattle Theo Knight-Jones Epidemiologist, ILRI
2 
FMD vaccine protection: 
-Requires several doses (≥3PD50) 
-Declines with time since vaccination 
Mass vaccination 
Mass vaccination 
Population immunity ≈ Population vaccination history 
[No. of doses, time since last dose] 
Population vaccine history ≈ Population age structure
3 
Mass vaccination twice a year: Population age-sex-vaccination distribution 
Beef suckler cattle: 
Percentage of population
4 
Mass vaccination twice a year: 
Population age-sex-vaccination distribution 
Beef fattener cattle: 
9-10 doses 
7-8 doses 
5-6 doses 
Age 
Females 
4-5 years 
3-4 years 
2-3 years 
1-2 years 
0-1 years 
Males Percentage of population 
Females 
Different production system = different age structure = different population immunity
5 
Population vaccine history & immunity varies by region
6 
Structure changes with births & deaths over the annual production cycle 
New births = New unvaccinated animals 
Population immunity is constantly changing with population turnover & declining antibodies
7 
Post-vaccination immunity also declines with time 
Vaccinated Spring+Autumn 2012 
Vaccinated 
Autumn 2011+ Spring+Autumn 2012 
Protection threshold 
once 
twice 
3 times 
2.3 
2.4 
2 
0 
Log10 (SP titre) 
Autumn mass vaccination 
Vaccinated 
Autumn 2012 
depending vaccine history
8 
If 3 doses needed for “adequate” protection 
If multiple doses needed, variation in immunity resulting from variation in coverage becomes exaggerated 
District with 100% coverage: 
After 3 rounds: 100% of cattle vaccinated 3 times 
District with 50% coverage: 
After 3 rounds: 50% x 50% x 50% = 12.5% vaccinated 3 times
9 
Population coverage model 
•Describe population immunity over the production cycle with 2012 Turkish mass vaccination policy 
•Simulated the Turkish cattle population for each province 
•Age-structure by day and month of birth 
•Using data from national random surveys for each province and census data 
•Dynamic population model representing the changing age structure for each province over the annual production cycle
10 
Percentage never vaccinated 6 months after mass vaccination – if eligible cattle always vaccinated Unvaccinated = Cattle too young at prior vaccination + New births since prior vaccination 
median values reported
11 Vaccinated ≥3 times = Adult cattle 
Percentage vaccinated ≥3 times in lifetime – if eligible cattle always vaccinated
12 
Field studies and routine data found 40–99.9% vaccinated 
But not all eligible cattle will be vaccinated 
Results: 
•Six months after the last round of vaccination almost half of the cattle aged ≤24 months remain unvaccinated 
Betapert distribution (minimum=40%, maximum=100%, most likely=80%) 
•Only 50% of all cattle would have been vaccinated more than once with the last dose received ≤6 months ago
13 
•Using regression models fitted to data from extensive post-vaccination sero-monitoring study [n=647] 
•Predict immunity for simulated population 
LPBE SP titre = Time since vaccination + No. of times vaccinated 
From coverage to immunity
14 
Population immunity predictions 
Primary course 
Autumn mass vaccination 
Two-dose primary course: 
Increases proportion of 
6-12 month cattle above threshold by 25-40% 
Log10 (SP titre) ≥2: 32% *25%-40%] 
Log10 (SP titre) ≥ 2: 27% [20%-35%] 
Log10 (SP titre) ≥ 2: 30% [24%-38%] 
Log10(SP titre) 
Threshold titre is useful but 
Titre ≈ Protection 
Antigenic similarity of: 
1) Vaccine – 2) Test – 3) Field virus
15 
District coverage and population immunity 
Modelled proportion vaccinated in a district at autumn vaccination against the percentage of cattle with a serotype O SP titre ≥1:102 in mid February
16 
Sustained antibodies after single dose 
From: Selman P, Chénard G, Dekker A (2006) Cedivac-FMD; Duration of Immunity in cattle, sheep and pigs. Open session of the EuFMD, Paphos, Cyprus, 17-19 October 2006 
Immunity reflects coverage 
Fewer problems
17 
•Major immunity gaps despite biannual mass vaccination 
•Improved vaccine required 
•≥6PD50 vaccine now routine in Turkey 
•Two-dose primary course used in certain areas 
•Immunity gaps will still exist 
•Each round of vaccination may exclude a quarter of all cattle 
•Often unavoidable 
•Improved biosecurity measures required 
•Avoid over reliance on vaccine protection 
Conclusions: Mass vaccination in Turkey 2012
18

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Mass vaccination, immunity and coverage: Modelling population protection against foot-and-mouth disease in Turkish cattle

  • 1. 1 Mass vaccination, immunity and coverage: Modelling population protection against foot-and-mouth disease in Turkish cattle Theo Knight-Jones Epidemiologist, ILRI
  • 2. 2 FMD vaccine protection: -Requires several doses (≥3PD50) -Declines with time since vaccination Mass vaccination Mass vaccination Population immunity ≈ Population vaccination history [No. of doses, time since last dose] Population vaccine history ≈ Population age structure
  • 3. 3 Mass vaccination twice a year: Population age-sex-vaccination distribution Beef suckler cattle: Percentage of population
  • 4. 4 Mass vaccination twice a year: Population age-sex-vaccination distribution Beef fattener cattle: 9-10 doses 7-8 doses 5-6 doses Age Females 4-5 years 3-4 years 2-3 years 1-2 years 0-1 years Males Percentage of population Females Different production system = different age structure = different population immunity
  • 5. 5 Population vaccine history & immunity varies by region
  • 6. 6 Structure changes with births & deaths over the annual production cycle New births = New unvaccinated animals Population immunity is constantly changing with population turnover & declining antibodies
  • 7. 7 Post-vaccination immunity also declines with time Vaccinated Spring+Autumn 2012 Vaccinated Autumn 2011+ Spring+Autumn 2012 Protection threshold once twice 3 times 2.3 2.4 2 0 Log10 (SP titre) Autumn mass vaccination Vaccinated Autumn 2012 depending vaccine history
  • 8. 8 If 3 doses needed for “adequate” protection If multiple doses needed, variation in immunity resulting from variation in coverage becomes exaggerated District with 100% coverage: After 3 rounds: 100% of cattle vaccinated 3 times District with 50% coverage: After 3 rounds: 50% x 50% x 50% = 12.5% vaccinated 3 times
  • 9. 9 Population coverage model •Describe population immunity over the production cycle with 2012 Turkish mass vaccination policy •Simulated the Turkish cattle population for each province •Age-structure by day and month of birth •Using data from national random surveys for each province and census data •Dynamic population model representing the changing age structure for each province over the annual production cycle
  • 10. 10 Percentage never vaccinated 6 months after mass vaccination – if eligible cattle always vaccinated Unvaccinated = Cattle too young at prior vaccination + New births since prior vaccination median values reported
  • 11. 11 Vaccinated ≥3 times = Adult cattle Percentage vaccinated ≥3 times in lifetime – if eligible cattle always vaccinated
  • 12. 12 Field studies and routine data found 40–99.9% vaccinated But not all eligible cattle will be vaccinated Results: •Six months after the last round of vaccination almost half of the cattle aged ≤24 months remain unvaccinated Betapert distribution (minimum=40%, maximum=100%, most likely=80%) •Only 50% of all cattle would have been vaccinated more than once with the last dose received ≤6 months ago
  • 13. 13 •Using regression models fitted to data from extensive post-vaccination sero-monitoring study [n=647] •Predict immunity for simulated population LPBE SP titre = Time since vaccination + No. of times vaccinated From coverage to immunity
  • 14. 14 Population immunity predictions Primary course Autumn mass vaccination Two-dose primary course: Increases proportion of 6-12 month cattle above threshold by 25-40% Log10 (SP titre) ≥2: 32% *25%-40%] Log10 (SP titre) ≥ 2: 27% [20%-35%] Log10 (SP titre) ≥ 2: 30% [24%-38%] Log10(SP titre) Threshold titre is useful but Titre ≈ Protection Antigenic similarity of: 1) Vaccine – 2) Test – 3) Field virus
  • 15. 15 District coverage and population immunity Modelled proportion vaccinated in a district at autumn vaccination against the percentage of cattle with a serotype O SP titre ≥1:102 in mid February
  • 16. 16 Sustained antibodies after single dose From: Selman P, Chénard G, Dekker A (2006) Cedivac-FMD; Duration of Immunity in cattle, sheep and pigs. Open session of the EuFMD, Paphos, Cyprus, 17-19 October 2006 Immunity reflects coverage Fewer problems
  • 17. 17 •Major immunity gaps despite biannual mass vaccination •Improved vaccine required •≥6PD50 vaccine now routine in Turkey •Two-dose primary course used in certain areas •Immunity gaps will still exist •Each round of vaccination may exclude a quarter of all cattle •Often unavoidable •Improved biosecurity measures required •Avoid over reliance on vaccine protection Conclusions: Mass vaccination in Turkey 2012
  • 18. 18