Skip to main content
Top
Published in: Journal of the International AIDS Society 1/2011

Open Access 01-12-2011 | Research

HIV and concurrent sexual partnerships: modelling the role of coital dilution

Authors: Larry Sawers, Alan G Isaac, Eileen Stillwaggon

Published in: Journal of the International AIDS Society | Issue 1/2011

Login to get access

Abstract

Background

The concurrency hypothesis asserts that high prevalence of overlapping sexual partnerships explains extraordinarily high HIV levels in sub-Saharan Africa. Earlier simulation models show that the network effect of concurrency can increase HIV incidence, but those models do not account for the coital dilution effect (non-primary partnerships have lower coital frequency than primary partnerships).

Methods

We modify the model of Eaton et al (AIDS and Behavior, September 2010) to incorporate coital dilution by assigning lower coital frequencies to non-primary partnerships. We parameterize coital dilution based on the empirical work of Morris et al (PLoS ONE, December 2010) and others. Following Eaton et al, we simulate the daily transmission of HIV over 250 years for 10 levels of concurrency.

Results

At every level of concurrency, our focal coital-dilution simulation produces epidemic extinction. Our sensitivity analysis shows that this result is quite robust; even modestly lower coital frequencies in non-primary partnerships lead to epidemic extinction.

Conclusions

In order to contribute usefully to the investigation of HIV prevalence, simulation models of concurrent partnering and HIV epidemics must incorporate realistic degrees of coital dilution. Doing so dramatically reduces the role that concurrency can play in accelerating the spread of HIV and suggests that concurrency cannot be an important driver of HIV epidemics in sub-Saharan Africa. Alternative explanations for HIV epidemics in sub-Saharan Africa are needed.
Appendix
Available only for authorised users
Literature
1.
go back to reference Goodreau S, Cassels S, Kasprzyk D, Montano D, Greek A, Morris M: Concurrent partnerships, acute infection and HIV epidemic dynamics among young adults in Zimbabwe. AIDS and Behavior 2010, in press. Goodreau S, Cassels S, Kasprzyk D, Montano D, Greek A, Morris M: Concurrent partnerships, acute infection and HIV epidemic dynamics among young adults in Zimbabwe. AIDS and Behavior 2010, in press.
2.
3.
go back to reference Morris M, Kretzschmar M: A microsimulation study of the effect of concurrent partnerships on the spread of HIV in Uganda. Mathematical Population Studies 2000, 8:109–133.CrossRef Morris M, Kretzschmar M: A microsimulation study of the effect of concurrent partnerships on the spread of HIV in Uganda. Mathematical Population Studies 2000, 8:109–133.CrossRef
4.
go back to reference Kretzschmar M, Morris M: Measures of concurrency in networks and the spread of infectious disease. Mathematical Bioscience 1996, 133:165–195.CrossRef Kretzschmar M, Morris M: Measures of concurrency in networks and the spread of infectious disease. Mathematical Bioscience 1996, 133:165–195.CrossRef
5.
go back to reference Doherty IA, Shiboski S, Ellen JM, Adimora AA, Padian NS: Sexual bridging socially and over time: A simulation model exploring the relative effects of mixing and concurrency on viral sexually transmitted infection transmission. Sexually Transmitted Diseases 2006, 33:368–373.PubMedCrossRef Doherty IA, Shiboski S, Ellen JM, Adimora AA, Padian NS: Sexual bridging socially and over time: A simulation model exploring the relative effects of mixing and concurrency on viral sexually transmitted infection transmission. Sexually Transmitted Diseases 2006, 33:368–373.PubMedCrossRef
6.
go back to reference Ghani AC, Garnett GP: Risks of acquiring and transmitting sexually transmitted diseases in sexual partner networks. Sexually Transmitted Diseases 2000, 27:579–587.PubMedCrossRef Ghani AC, Garnett GP: Risks of acquiring and transmitting sexually transmitted diseases in sexual partner networks. Sexually Transmitted Diseases 2000, 27:579–587.PubMedCrossRef
7.
go back to reference Korenromp EL, Vliet CV, Bakker R, Vlas SJD, Habbema JDF: HIV spread and partnership reduction for different patterns of sexual behaviour - a study with the microsimulation model STDSIM. Mathematical Population Studies 2000, 8:135–173.CrossRef Korenromp EL, Vliet CV, Bakker R, Vlas SJD, Habbema JDF: HIV spread and partnership reduction for different patterns of sexual behaviour - a study with the microsimulation model STDSIM. Mathematical Population Studies 2000, 8:135–173.CrossRef
8.
go back to reference Johnson LF, Dorrington RE, Bradshaw D, Pillay-VanWyk V, Rehle TM: Sexual behaviour patterns in South Africa and their association with the spread of HIV: Insights from a mathematical model. Demographic Research 2009, 21:289–340.CrossRef Johnson LF, Dorrington RE, Bradshaw D, Pillay-VanWyk V, Rehle TM: Sexual behaviour patterns in South Africa and their association with the spread of HIV: Insights from a mathematical model. Demographic Research 2009, 21:289–340.CrossRef
9.
go back to reference Eaton J, Hallett T, Garnett G: Concurrent sexual partnerships and primary HIV infection: A critical interaction. AIDS and Behavior 2010, 15:687–692.CrossRef Eaton J, Hallett T, Garnett G: Concurrent sexual partnerships and primary HIV infection: A critical interaction. AIDS and Behavior 2010, 15:687–692.CrossRef
10.
go back to reference Morris M, Epstein H, Wawer M: Timing is everything: International variations in historical sexual partnership concurrency and HIV prevalence. PLoS ONE 2010, 5:1–8. Morris M, Epstein H, Wawer M: Timing is everything: International variations in historical sexual partnership concurrency and HIV prevalence. PLoS ONE 2010, 5:1–8.
11.
go back to reference Harrison A, Cleland J, Frohlich J: Young people's sexual partnerships in KwaZulu-Natal, South Africa: Patterns, contextual influences, and HIV risk. Studies in Family Planning 2008, 39:295–308.PubMedCrossRef Harrison A, Cleland J, Frohlich J: Young people's sexual partnerships in KwaZulu-Natal, South Africa: Patterns, contextual influences, and HIV risk. Studies in Family Planning 2008, 39:295–308.PubMedCrossRef
12.
go back to reference Gourvenec D, Taruberekera N, Mochaka O, Kasper T: Multiple concurrent partnerships among men and women aged 15–34 in Botswana, baseline study, December 2007. Gaborone, Botswana. 2007. Gourvenec D, Taruberekera N, Mochaka O, Kasper T: Multiple concurrent partnerships among men and women aged 15–34 in Botswana, baseline study, December 2007. Gaborone, Botswana. 2007.
13.
go back to reference Blower SM, Boe C: Sex acts, sex partners, and sex budgets: Implications for risk factor analysis and estimation of HIV transmission probabilities. Journal of Acquired Immune Deficiency Syndromes 1993, 6:1347–1352.PubMed Blower SM, Boe C: Sex acts, sex partners, and sex budgets: Implications for risk factor analysis and estimation of HIV transmission probabilities. Journal of Acquired Immune Deficiency Syndromes 1993, 6:1347–1352.PubMed
14.
go back to reference Josephson SC: Does polygyny reduce fertility? American Journal of Human Biology 2002, 14:222–232.PubMedCrossRef Josephson SC: Does polygyny reduce fertility? American Journal of Human Biology 2002, 14:222–232.PubMedCrossRef
15.
go back to reference Muhsam HV: Fertility of polygamous marriages. Population Studies 1956, 10:3–16. Muhsam HV: Fertility of polygamous marriages. Population Studies 1956, 10:3–16.
16.
go back to reference Pebley A, Mbugua W: Polygyny and fertility in sub-Saharan Africa. In Reproduction and social organization in sub-Saharan Africa. Edited by: Lesthaeghe R. Berkeley: University of California Press; 1989:338–364. Pebley A, Mbugua W: Polygyny and fertility in sub-Saharan Africa. In Reproduction and social organization in sub-Saharan Africa. Edited by: Lesthaeghe R. Berkeley: University of California Press; 1989:338–364.
17.
18.
go back to reference Reniers G, Watkins S: Polygyny and the spread of HIV in sub-Saharan Africa: A case of benign concurrency. AIDS 2010, 24:299–307.PubMedCrossRef Reniers G, Watkins S: Polygyny and the spread of HIV in sub-Saharan Africa: A case of benign concurrency. AIDS 2010, 24:299–307.PubMedCrossRef
19.
go back to reference Reniers G, Tfaily R: An inquiry into the mechanisms linking polygyny, partnership concurrency and HIV transmission in sub-Saharan Africa. Princeton University, Office of Population Research: Princeton; 2010. Reniers G, Tfaily R: An inquiry into the mechanisms linking polygyny, partnership concurrency and HIV transmission in sub-Saharan Africa. Princeton University, Office of Population Research: Princeton; 2010.
20.
go back to reference Stewart H, Morison L, White R: Determinants of coital frequency among married women in Central African Republic: The role of female genital cutting. Journal of Biosocial Science 2002, 34:525–539.PubMedCrossRef Stewart H, Morison L, White R: Determinants of coital frequency among married women in Central African Republic: The role of female genital cutting. Journal of Biosocial Science 2002, 34:525–539.PubMedCrossRef
21.
go back to reference Mah TL, Halperin DT: Concurrent sexual partnerships and the HIV epidemics in Africa: Evidence to move forward. AIDS and Behavior 2010, 14:11–16.PubMedCrossRef Mah TL, Halperin DT: Concurrent sexual partnerships and the HIV epidemics in Africa: Evidence to move forward. AIDS and Behavior 2010, 14:11–16.PubMedCrossRef
22.
go back to reference Muchini B, Benedikt C, Gregson S, Gomo E, Mate R, Mugurungi O, Magure T, Campbell B, Dehne K, Halperin D: Local perceptions of the forms, timing and causes of behavior change in response to the AIDS epidemic in Zimbabwe. AIDS and Behavior 2010, 15:487–498.CrossRef Muchini B, Benedikt C, Gregson S, Gomo E, Mate R, Mugurungi O, Magure T, Campbell B, Dehne K, Halperin D: Local perceptions of the forms, timing and causes of behavior change in response to the AIDS epidemic in Zimbabwe. AIDS and Behavior 2010, 15:487–498.CrossRef
23.
go back to reference Hollingsworth TD, Anderson R, Fraser C: HIV-1 transmission, by stage of infection. Journal of Infectious Diseases 2008, 198:687–693.PubMedCrossRef Hollingsworth TD, Anderson R, Fraser C: HIV-1 transmission, by stage of infection. Journal of Infectious Diseases 2008, 198:687–693.PubMedCrossRef
24.
go back to reference Wawer MJ, Gray RH, Sewankambo NK, Serwadda D, Li X, Laeyendecker O, Kiwanuka N, Kigozi G, Kiddugavu M, Lutalo T, Nalugoda F, Wabwire-Mangen F, Meehan MP, Quinn TC: Rates of HIV-1 transmission per coital act, by stage of HIV-1 infection, in Rakai, Uganda. Journal of Infectious Diseases 2005, 191:1403–1409.PubMedCrossRef Wawer MJ, Gray RH, Sewankambo NK, Serwadda D, Li X, Laeyendecker O, Kiwanuka N, Kigozi G, Kiddugavu M, Lutalo T, Nalugoda F, Wabwire-Mangen F, Meehan MP, Quinn TC: Rates of HIV-1 transmission per coital act, by stage of HIV-1 infection, in Rakai, Uganda. Journal of Infectious Diseases 2005, 191:1403–1409.PubMedCrossRef
26.
go back to reference Sawers L, Stillwaggon E: Concurrent sexual partnerships do not explain the HIV epidemics in Africa: A systematic review of the evidence. Journal of the International AIDS Society 2010, 13:13–34.CrossRef Sawers L, Stillwaggon E: Concurrent sexual partnerships do not explain the HIV epidemics in Africa: A systematic review of the evidence. Journal of the International AIDS Society 2010, 13:13–34.CrossRef
27.
go back to reference Wellings K, Collumbien M, Slaymaker E, Singh S, Hodges Z, Patel D, Bajos N: Sexual behaviour in context: A global perspective. Lancet 2006, 368:1706–1728.PubMedCrossRef Wellings K, Collumbien M, Slaymaker E, Singh S, Hodges Z, Patel D, Bajos N: Sexual behaviour in context: A global perspective. Lancet 2006, 368:1706–1728.PubMedCrossRef
28.
go back to reference Cleland J, Ferry B, Caraël M: Summary and conclusions. In Sexual behaviour and AIDS in the developing world. Edited by: Cleland J, Ferry B. London: Taylor and Francis for the World Health Organization; 1995:208–228. Cleland J, Ferry B, Caraël M: Summary and conclusions. In Sexual behaviour and AIDS in the developing world. Edited by: Cleland J, Ferry B. London: Taylor and Francis for the World Health Organization; 1995:208–228.
29.
go back to reference Stillwaggon E: AIDS and the ecology of poverty. New York: Oxford University Press; 2006. Stillwaggon E: AIDS and the ecology of poverty. New York: Oxford University Press; 2006.
30.
go back to reference Adimora AA, Schoenbach VJ, Doherty IA: Concurrent sexual partnerships among men in the United States. American Journal of Public Health 2007, 97:2230–2237.PubMedCrossRef Adimora AA, Schoenbach VJ, Doherty IA: Concurrent sexual partnerships among men in the United States. American Journal of Public Health 2007, 97:2230–2237.PubMedCrossRef
31.
go back to reference Leridon H, van Zessen G, Hubert M: The Europeans and their sexual partners. In Sexual behaviour and HIV/AIDS in Europe: Comparisons of national surveys. Edited by: Hubert M, Bajos N, Sandfort T. London: UCL Press; 1998:165–196. Leridon H, van Zessen G, Hubert M: The Europeans and their sexual partners. In Sexual behaviour and HIV/AIDS in Europe: Comparisons of national surveys. Edited by: Hubert M, Bajos N, Sandfort T. London: UCL Press; 1998:165–196.
33.
go back to reference Goodreau S: A decade of modelling research yields considerable evidence for the importance of concurrency: A response to Sawers and Stillwaggon. Journal of the International AIDS Society 2011, 14:1–7.CrossRef Goodreau S: A decade of modelling research yields considerable evidence for the importance of concurrency: A response to Sawers and Stillwaggon. Journal of the International AIDS Society 2011, 14:1–7.CrossRef
34.
go back to reference Downs A, De Vincenzi I: Probability of heterosexual transmission of HIV: Relationship to the number of unprotected sexual contacts. Journal of Acquired Immune Deficiency Syndromes 1996, 11:388–395.CrossRef Downs A, De Vincenzi I: Probability of heterosexual transmission of HIV: Relationship to the number of unprotected sexual contacts. Journal of Acquired Immune Deficiency Syndromes 1996, 11:388–395.CrossRef
35.
go back to reference Padian NS, Shiboski SC, Jewell NP: The effect of number of exposures on the risk of heterosexual HIV transmission. Journal of Infectious Diseases 1990, 161:883–887.PubMedCrossRef Padian NS, Shiboski SC, Jewell NP: The effect of number of exposures on the risk of heterosexual HIV transmission. Journal of Infectious Diseases 1990, 161:883–887.PubMedCrossRef
36.
go back to reference Kaplan EH: Modeling HIV infectivity: Must sex acts be counted? Journal of Acquired Immune Deficiency Syndromes 1990, 3:55–61.PubMed Kaplan EH: Modeling HIV infectivity: Must sex acts be counted? Journal of Acquired Immune Deficiency Syndromes 1990, 3:55–61.PubMed
37.
go back to reference Shiboski SC, Padian NS: Epidemiologic evidence for time variation in HIV infectivity. Journal of Acquired Immune Deficiency Syndromes and Human Retrovirology 1998, 19:527–535.PubMedCrossRef Shiboski SC, Padian NS: Epidemiologic evidence for time variation in HIV infectivity. Journal of Acquired Immune Deficiency Syndromes and Human Retrovirology 1998, 19:527–535.PubMedCrossRef
38.
go back to reference Nagelkerke N, de Vlas SJ, Jha P, Luo M, Plummer FA, Kaul R: Heterogeneity in host HIV susceptibility as a potential contributor to recent HIV prevalence declines in Africa. AIDS 2009, 23:125–130.PubMedCrossRef Nagelkerke N, de Vlas SJ, Jha P, Luo M, Plummer FA, Kaul R: Heterogeneity in host HIV susceptibility as a potential contributor to recent HIV prevalence declines in Africa. AIDS 2009, 23:125–130.PubMedCrossRef
39.
go back to reference Pilcher CD, Tien HC, Eron JJ Jr, Vernazza PL, Leu S, Stewart PW, Goh L, Cohen MS: Brief but efficient: Acute infection and the sexual transmission of HIV. Journal of Infectious Diseases 2004, 189:1785–1792.PubMedCrossRef Pilcher CD, Tien HC, Eron JJ Jr, Vernazza PL, Leu S, Stewart PW, Goh L, Cohen MS: Brief but efficient: Acute infection and the sexual transmission of HIV. Journal of Infectious Diseases 2004, 189:1785–1792.PubMedCrossRef
Metadata
Title
HIV and concurrent sexual partnerships: modelling the role of coital dilution
Authors
Larry Sawers
Alan G Isaac
Eileen Stillwaggon
Publication date
01-12-2011
Publisher
BioMed Central
Published in
Journal of the International AIDS Society / Issue 1/2011
Electronic ISSN: 1758-2652
DOI
https://doi.org/10.1186/1758-2652-14-44

Other articles of this Issue 1/2011

Journal of the International AIDS Society 1/2011 Go to the issue
Live Webinar | 27-06-2024 | 18:00 (CEST)

Keynote webinar | Spotlight on medication adherence

Live: Thursday 27th June 2024, 18:00-19:30 (CEST)

WHO estimates that half of all patients worldwide are non-adherent to their prescribed medication. The consequences of poor adherence can be catastrophic, on both the individual and population level.

Join our expert panel to discover why you need to understand the drivers of non-adherence in your patients, and how you can optimize medication adherence in your clinics to drastically improve patient outcomes.

Prof. Kevin Dolgin
Prof. Florian Limbourg
Prof. Anoop Chauhan
Developed by: Springer Medicine
Obesity Clinical Trial Summary

At a glance: The STEP trials

A round-up of the STEP phase 3 clinical trials evaluating semaglutide for weight loss in people with overweight or obesity.

Developed by: Springer Medicine

Highlights from the ACC 2024 Congress

Year in Review: Pediatric cardiology

Watch Dr. Anne Marie Valente present the last year's highlights in pediatric and congenital heart disease in the official ACC.24 Year in Review session.

Year in Review: Pulmonary vascular disease

The last year's highlights in pulmonary vascular disease are presented by Dr. Jane Leopold in this official video from ACC.24.

Year in Review: Valvular heart disease

Watch Prof. William Zoghbi present the last year's highlights in valvular heart disease from the official ACC.24 Year in Review session.

Year in Review: Heart failure and cardiomyopathies

Watch this official video from ACC.24. Dr. Biykem Bozkurt discusses last year's major advances in heart failure and cardiomyopathies.