The role of acute and early HIV infection in the spread of HIV and implications for transmission prevention strategies in Lilongwe, Malawi: a modelling study

被引:257
作者
Powers, Kimberly A. [1 ,2 ]
Ghani, Azra C. [4 ]
Miller, William C. [1 ,2 ]
Hoffman, Irving F. [1 ]
Pettifor, Audrey E. [2 ]
Kamanga, Gift [5 ]
Martinson, Francis E. A. [5 ]
Cohen, Myron S. [1 ,2 ,3 ]
机构
[1] Univ N Carolina, Dept Med, Chapel Hill, NC USA
[2] Univ N Carolina, Dept Epidemiol, Chapel Hill, NC USA
[3] Univ N Carolina, Dept Microbiol & Immunol, Chapel Hill, NC USA
[4] Univ London Imperial Coll Sci Technol & Med, MRC Ctr Outbreak Anal & Modelling, Dept Infect Dis Epidemiol, London SW7 2AZ, England
[5] UNC Project Malawi, Lilongwe, Malawi
基金
美国国家卫生研究院;
关键词
SUB-SAHARAN AFRICA; ANTIRETROVIRAL THERAPY; HETEROSEXUAL TRANSMISSION; SEXUAL TRANSMISSION; PROSPECTIVE COHORT; UNITED-STATES; VIRAL LOAD; STAGE; RISK; PARTNERSHIPS;
D O I
10.1016/S0140-6736(11)60842-8
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background HIV transmission risk is higher during acute and early HIV infection than it is during chronic infection, but the contribution of early infection to the spread of HIV is controversial. We estimated the contribution of early infection to HIV incidence in Lilongwe, Malawi, and predict the future effect of hypothetical prevention interventions targeted at early infection only, chronic infection only, or both stages. Methods We developed a deterministic mathematical model describing heterosexual HIV transmission, informed by detailed behavioural and viral-load data collected in Lilongwe. We included sexual contact within and outside of steady pairs and divided the infectious period into intervals to allow for changes in transmissibility by infection stage. We used a Bayesian melding approach to fit the model to HIV prevalence data collected between 1987 and 2005 at Lilongwe antenatal clinics. We assessed interventions that reduced the per-contact transmission probability to 0.00003 in people receiving them, and varied the proportion of individuals receiving the intervention in each stage. Findings We estimated that 38.4% (95% credible interval 18-6-52.3) of HIV transmissions in Lilongwe are attributable to sexual contact with individuals with early infection. Interventions targeted at only early infection substantially reduced HIV prevalence, but did not lead to elimination, even with 100% coverage. Interventions targeted at only chronic infections also reduced HIV prevalence, but coverage levels of 95-99% were needed for the elimination of HIV. In scenarios with less than 95% coverage of interventions targeted at chronic infections, additional interventions reaching 25-75% of individuals with early infection reduced HIV prevalence substantially. Interpretation Our results suggest that early infection plays an important part in HIV transmission in this sub-Saharan African setting. Without near-complete coverage, interventions during chronic infection will probably have incomplete effectiveness unless complemented by strategies targeting individuals with early HIV infection.
引用
收藏
页码:256 / 268
页数:13
相关论文
共 74 条
[1]   NoHIV stage is dominant in driving the HIV epidemic in sub-Saharan Africa [J].
Abu-Raddad, Laith J. ;
Longini, Ira A., Jr. .
AIDS, 2008, 22 (09) :1055-1061
[2]   Bayesian melding for estimating uncertainty in national HIV prevalence estimates [J].
Alkema, L. ;
Raftery, A. E. ;
Brown, T. .
SEXUALLY TRANSMITTED INFECTIONS, 2008, 84 :I11-I16
[3]  
[Anonymous], 2004, Malawi Demographic Health Survey (MDHS)
[4]  
Assefa Y, 2009, LANCET, V373, P1080, DOI 10.1016/S0140-6736(09)60647-4
[5]   Modelling the impact of antiretroviral use in resource-poor settings [J].
Baggaley, Rebecca F. ;
Garnett, Geoff P. ;
Ferguson, Neil M. .
PLOS MEDICINE, 2006, 3 (04) :493-504
[6]   Clinical Management of Acute HIV Infection: Best Practice Remains Unknown [J].
Bell, Sigall K. ;
Little, Susan J. ;
Rosenberg, Eric S. .
JOURNAL OF INFECTIOUS DISEASES, 2010, 202 :S278-S288
[7]   Heterosexual risk of HIV-1 infection per sexual act: systematic review and meta-analysis of observational studies [J].
Boily, Marie-Claude ;
Baggaley, Rebecca F. ;
Wang, Lei ;
Masse, Benoit ;
White, Richard G. ;
Hayes, Richard J. ;
Alary, Michel .
LANCET INFECTIOUS DISEASES, 2009, 9 (02) :118-129
[8]   High rates of forward transmission events after acute/early HIV-1 infection [J].
Brenner, Bluma G. ;
Roger, Michel ;
Routy, Jean-Pierre ;
Moisi, Daniela ;
Ntemgwa, Michel ;
Matte, Claudine ;
Baril, Jean-Guy ;
Thomas, Rejean ;
Rouleau, Danielle ;
Bruneau, Julie ;
Leblanc, Roger ;
Legault, Mario ;
Tremblay, Cecile ;
Charest, Hugues ;
Wainberg, Mark A. .
JOURNAL OF INFECTIOUS DISEASES, 2007, 195 (07) :951-959
[9]   Changes in sexual behavior and risk of HIV transmission after antiretroviral therapy and prevention interventions in rural Uganda [J].
Bunnell, R ;
Ekwaru, JP ;
Solberg, P ;
Wamai, N ;
Bikaako-Kajura, W ;
Were, W ;
Coutinho, A ;
Liechty, C ;
Madraa, E ;
Rutherford, G ;
Mermin, J .
AIDS, 2006, 20 (01) :85-92
[10]   Primary HIV infection - A public health opportunity [J].
Cates, W ;
Chesney, MA ;
Cohen, MS .
AMERICAN JOURNAL OF PUBLIC HEALTH, 1997, 87 (12) :1928-1930