population-level effect of free access to haart on reducing hiv transmission in taiwan
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Population-level Effect of Free Access to HAART on Reducing HIV Transmission in Taiwan. 2013 International Conference on Global Health: HIV : Seek, test, treat, and retain. Chi-Tai Fang, MD, PhD National Taiwan University. 2013/04/17. Highly Active Antiretroviral Therapy (HAART). - PowerPoint PPT PresentationTRANSCRIPT
Population-level Effect of Free Access to HAART on Reducing HIV Transmission in Taiwan
2013 International Conference on Global Health: HIV: Seek, test, treat, and retain
Chi-Tai Fang, MD, PhD
National Taiwan University
2013/04/17
Highly Active Antiretroviral Therapy (HAART)
Suppress HIV RNA of treated patients
Prolonged survival
Reduced infectiousness of treated individuals
Mother-to-child transmission (RCTs)
Transmission between HIV serodiscordant couples
(HTPN052 RCT)
Effect of HAART in Population Level
% of HIV-infected people tested and treated
Unsafe behaviors due to therapeutic optimism
Simulation studies show a moderate increase in risky behaviors can offset the effect of a large decrease in infectiousness
The net effect needs to be evaluated by empirical study that measure its impact on HIV transmission in population level using high-quality surveillance data.
Public Health Response to HIV/AIDS in Taiwan
In 1989, a highly effective countrywide surveillance system for HIV infection was established.
In 1997, soon after HAART became available, universal access to HAART was started under the National Health Insurance framework.
This provided a unique opportunity to empirically determine the effect of universal use of HAART on the evolution of HIV epidemic.
Surveillance for HIV/AIDS in Taiwan
Physician report ─ Both asymptomatic HIV infection and AIDS were reportable diseases in Taiwan
Routine screening of blood donors and all enlisted servicemen (military service is mandatory for all men at 20 years of age in Taiwan)
Voluntary counseling and testing (VCT) ─ for people at higher risk, including MSM, hemophiliacs, IDUs, patients with STDs , etc.
All personal information of HIV+ patients was kept confidential.
Medical Care for People living with HIV/AIDS Before HAART era, free AZT and medical care were already provided to all
identified HIV-infected citizens.
Special clinics were created where antiretroviral agents were prescribed and monitored by qualified physicians.
On April 7, 1997, universal HAART policy was implemented.
The timing of initiating HAART and the regimens were based on the United States guidelines. Initially, early intensive treatment was encouraged except for those with blood HIV-RNA levels < 5,000 copies/ml and normal CD4 cell counts.1, 2 In 2002, the practice of initiating HAART in asymptomatic patients was gradually changed to the new criteria of a CD4 count <350/mcL or a blood HIV-RNA level >55,000 copies/mL, in keeping with US guidelines.3
1CDC. MMWR 1998; 47(RR-5): 1–41. 2Carpenter et al. JAMA 2000; 283: 381–90. 3DHHS guideline. May 4, 2006.
HIV situation in Taiwan before 2003
A stable HIV/AIDS surveillance system has operated since 1989, with > 29 million HIV screening tests performed, focused on groups at higher risk.
At the end of 2002, only 4,387 cases were detected. The HIV prevalence (0.019%) is low.
Before 2003, the majority of cases acquired HIV through sexual contact (96.2%), IDU (2%) play a minimal role.
Universal Access to HAART(since April 1997)
Number of Newly Detected HIV Cases (every four months) in Taiwan, 1984-2002
1-to-1 scenario Multiple partners
• HIV serodiscordant couples • Mother-to-child transmission
• Dynamic of epidemic
Transmission risk = % infected
Transmission rate:
Must be estimated by model-fitting
Transmission in
population level
Transmission in
individual level
Dynamic of HIV Epidemic
dN(t)/dt = R(t) N(t) – m(t) N(t)
N(t): Number of prevalent HIV patients
R(t): Transmission rate (new cases per prevalent case-year) =
(probability of transmission per contact)
(contact rate)
(probability that a contacted person has not yet been infected)
m(t): Mortality rate
incidence mortality
If HIV prevalence is low (probability that a contacted person is susceptible to HIV ~ 1) and contact rate is unchanged, then the HIV transmission rate R would be a constant.
dN(t)/dt = R N(t) – m N(t)
HIV incidence
I(t) = R N(t) = R N(0) exp [(R–m) t] Taking natural logarithm on both sides:
N(t) = N(0) exp [(R–m) t]
ln [I(t)] = (R–m) t + ln [R N(0)]
Simple exponential model
Time lag between HIV Incidence and Surveillance Data
Real time survey ─ Not possible due to
Long asymptomatic period
People may hesitate to come out for testing
Time lag between infection and detection
Variable among different patients
dsstfsItS )()()(
The interval between infection and detection is variable. But as long as the interval distribution f(x) remains stable,
S(t): the number of newly identified HIV casesI(t): the number of new HIV infection
Incidence
Surveillance
By applying the theorem of the derivative of a convolution
integral, we can further prove the following principle :
If HIV incidence I(s) follows a simple exponential model,
then HIV surveillance data S(t) will also follows a simple
exponential model of the same exponential parameter
ln [S(t)] = (R–m) t + ln [(R–m) C(0)]
The slope of logarithm transformed surveillance curve is an unbiased estimate of (R–m).
0
50
100
150
200
250
300
350
Numb
er of
cases
HIVAIDS
0
1
2
3
4
5
6
1984
Jan-A
pr19
85 Ja
n-Apr
1986
Jan-A
pr19
87 Ja
n-Apr
1988
Jan-A
pr19
89 Ja
n-Apr
1990
Jan-A
pr19
91 Ja
n-Apr
1992
Jan-A
pr19
93 Ja
n-Apr
1994
Jan-A
pr19
95 Ja
n-Apr
1996
Jan-A
pr19
97 Ja
n-Apr
1998
Jan-A
pr19
99 Ja
n-Apr
2000
Jan-A
pr20
01 Ja
n-Apr
2002
Jan-A
pr
Natur
al Lo
grithm
of N
umbe
rs of
Cases
ALL new case
Introduction of HAART
Slope = 0.292 0.033(R2=0.80, P <0.0001)
Slope = 0.156 0.014(R2=0.90, P <0.0001)
Difference between two eraP = 0.005
Mortality rate m can be estimated by analyzing countrywide HIV follow-up data
Months after the Diagnosis of HIV Infection
Pro
babi
lity
of S
urvi
val
0 20 40 60 80
0.0
0.2
0.4
0.6
0.8
1.0
HAART era (n = 3,117)
Pre-HAART era (n =1,154)
m = 0.099 0.031
m = 0.046 0.019
0
1
2
3
4
5
6
7
1 3 5 7 9 11 13 15 17 19 21 23 25 27 29 31 33 35 37 39 41 43
Time (4 month periods)
ln[I
(t)]
or l
n[S(
t)]
I(t)S(t)
Interval from infection to detection F (t)
Pre-HAART era HAART era
Cross-Era Effect
IncidenceSurveillance
Final results
0.391 new cases per prevalent case per year (pre-
HAART era, January 1990 ─ March 1997)
0.184 new cases per prevalent case per year (HAART
era, May 1997 ─ December 2002)
Universal HAART cut the average transmission rate by:
(0.391–0.184)/0.391 = 53% (95% CI, 31%–65%)
Trend of syphilis incidence among HIV-positive patients in Taiwan
Among the 1,152 HIV-positive patients treated and followed-up at TMVDC, the incidence of syphilis:
60 episodes/11,048 person-months in pre-HAART era (January 1, 1990–March 31, 1997)
158 episodes/32,023 person-months in HAART era (April 7, 1997–December 31, 2002)
no significant difference in the incidence between two periods (P = .53), with an incidence ratio of 0.91 (95% CI: 0.67–1.22).
Identified HIV-infected person x % of all HIV+ patients
“Hidden” HIV patient(100 – x) %
HAART Reduced transmission by Δ%
Transmission unchanged
Average transmission rate was cut by 53% = (x%)(Δ%)
( Δ% ≤ 100% )
x % must be higher than 53%
No HAART
Implications for Global HIV Control Policy
• Universal HAART reduces HIV transmission rate by
53% in population level.
• Providing universal access to HAART treatment is
an effective HIV prevention strategy.
World Health Organization. Guidance on ethics and equitable access to HIV treatment and care. Geneva, 2004: p13.
Limitation of HAART in HIV prevention
• Universal HAART is not a substitute for safe sex and harm reduction
• HAART can only be given to HIV-infected people that are detected and ART-indicated, who constitute just a small proportion of the entire IDU population at risk.
• The long-time absence of harm reduction program in Taiwan finally led to an HIV outbreak among its IDUs, first noticed since 2003.
National Harm Reduction Programs
(Source of data, Taiwan CDC HIV surveillance database, 1984-2009, approved on October 6, 2010)
No Harm Reduction
The Lesson of IDUT-HIV Outbreak
• The universal access to HAART provide the ethical basis for the extensive HIV screening, which has a pivotal role in delivering IDUs-targeted education and harm reduction service.
• Even a large IDUT-HIV epidemic can be successfully reversed and controlled by scaling-up and sustaining an integrated harm reduction program in the context of universal access to HAART.
Thank you for your attention!
Summary of assumptions
Stable performance of HIV surveillance system
Low HIV prevalence
Stable risk behavior frequency
0
500
1000
1500
2000
2500
3000
3500
4000
4500
5000
1993 1994 1995 1996 1997 1998 1999 2000 2001 2002
Num
bers
of N
ew C
ases
SyphilisGonorrhea
Trend of countrywide cases of syphilis and gonorrhea in Taiwan, 1993─2002
Estimating interval distribution
F(t) = 1– exp (–0.024333 t 2.286) Transfusion-related AIDS: From infection to AIDS: Weibull distr.
(Lui KJ, et al. PNAS 1986)
If shape parameter is the same, then Weibull hazard function
Hazard ratio of AIDS vs. being detected by surveillance (AIDS
+ active screening) = AIDS ratio among newly detected cases
Median = 4.3 years
h(t) = t –1 Hazard ratio = ratio of scale parameter
Distribution of interval from infection to detection in Taiwan
The proportion of AIDS among newly identified cases remained stable before 2001 (0.25 0.05)
Interval distribution: F(t) = 1– exp (– 0.0982 t 2.286)Median = 2.35 years
• The proportion decreased to 0.16 0.01 in years 2001 and 2002. The improvement of performance of surveillance will cause an underestimation of HAART effect