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Outcomes of Mathematical Modelling for the National Gay Men’s Syphilis Action Plan Associate Professor David Wilson National Centre in HIV Epidemiology and Clinical Research Sydney, Australia [email_address]
Objective of this study ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Syphilis model ,[object Object],Partnership network Transmission tracking  Disease progression
Included HIV infection and possible syphilis coinfection Uninfected Primary HIV Primary HIV Chronic HIV Chronic HIV AIDS /  Late stage infection AIDS / Late stage infection 1 st  Line Treatment Treatment Failure 2 nd  Line Treatment Undiagnosed Infection Diagnosis
Sexual behaviour ,[object Object],[object Object],[object Object],[object Object]
Disclosing HIV status ,[object Object],[object Object]
‘ Strategic positioning’ among gay men ,[object Object],Data from HIM Study
Sexual behaviour within partnerships ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Syphilis testing ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Simulating the sexual network
Reproducing the past epidemic Syphilis HIV Prevalence of syphilis in HIV+ and HIV- men in agreement with available data
Forecasting the future ,[object Object],[object Object]
Increased condom use Partnership status Currently Intervention HIV Concordant 10% 10% Unknown 40% 80% / 100% HIV Discordant ~69% 80% / 100%
Increased condom use Intervention for one month, three months, or indefinitely Long term
Reduction in partner numbers 25% decrease 50% decrease
Mass treatment Rollout 3 months > 10 partners  Rollout 1 month > 25 partners Rollout 1 month >10 partners
Increasing testing coverage  ,[object Object],[object Object],[object Object],[object Object],[object Object],Prevalence Notifications
Increasing testing frequency ,[object Object],Prevalence Notifications
Targeted screening at population groups
Targeting risk behaviour groups  (increased frequency) 2 tests per year 4 tests per year
Blitz testing ,[object Object],[object Object]
Partner notification
Follow-up testing
Efficiency of interventions Intervention Infections averted  (10 years) Total tests  (10 years) Tests per  infection averted 85% coverage 6524 83004 13 Frequency 2 tests/yr 16466 239369 15 Frequency 4 tests/yr 20506 548767 27 Diagnosed HIV+  6 tests/yr 6678 84535 13 >10 partners, 2 tests/yr 12865 83929 7 >20 partners, 2 tests/yr 12254 45329 4 >50 partners, 2 tests/yr 3003 8539 3 Follow up 75% every 3 months 2385 5036 2 Contact tracing 75% regular, 5% casual 8903 6199 0.7
Acknowledgements ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],The National Centre in HIV Epidemiology and Clinical Research is funded by the Australian Government Department of Health and Ageing and is affiliated with the Faculty of Medicine, The University of New South Wales.

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Mathematical Modelling Outcomes for National Gay Men’s Syphilis Action Plan

  • 1. Outcomes of Mathematical Modelling for the National Gay Men’s Syphilis Action Plan Associate Professor David Wilson National Centre in HIV Epidemiology and Clinical Research Sydney, Australia [email_address]
  • 2.
  • 3.
  • 4. Included HIV infection and possible syphilis coinfection Uninfected Primary HIV Primary HIV Chronic HIV Chronic HIV AIDS / Late stage infection AIDS / Late stage infection 1 st Line Treatment Treatment Failure 2 nd Line Treatment Undiagnosed Infection Diagnosis
  • 5.
  • 6.
  • 7.
  • 8.
  • 9.
  • 11. Reproducing the past epidemic Syphilis HIV Prevalence of syphilis in HIV+ and HIV- men in agreement with available data
  • 12.
  • 13. Increased condom use Partnership status Currently Intervention HIV Concordant 10% 10% Unknown 40% 80% / 100% HIV Discordant ~69% 80% / 100%
  • 14. Increased condom use Intervention for one month, three months, or indefinitely Long term
  • 15. Reduction in partner numbers 25% decrease 50% decrease
  • 16. Mass treatment Rollout 3 months > 10 partners Rollout 1 month > 25 partners Rollout 1 month >10 partners
  • 17.
  • 18.
  • 19. Targeted screening at population groups
  • 20. Targeting risk behaviour groups (increased frequency) 2 tests per year 4 tests per year
  • 21.
  • 24. Efficiency of interventions Intervention Infections averted (10 years) Total tests (10 years) Tests per infection averted 85% coverage 6524 83004 13 Frequency 2 tests/yr 16466 239369 15 Frequency 4 tests/yr 20506 548767 27 Diagnosed HIV+ 6 tests/yr 6678 84535 13 >10 partners, 2 tests/yr 12865 83929 7 >20 partners, 2 tests/yr 12254 45329 4 >50 partners, 2 tests/yr 3003 8539 3 Follow up 75% every 3 months 2385 5036 2 Contact tracing 75% regular, 5% casual 8903 6199 0.7
  • 25.