Modelling the transmission of HIV and HCV among injecting drug users in Rawalpindi, a low HCV prevalence setting in Pakistan

Background: In 2007, a survey in Rawalpindi found the prevalence of hepatitis C virus (HCV) in injecting drug users (IDUs) to be low (17%), despite widespread needle/syringe sharing. This analysis uses modelling to explore hypotheses for the low prevalence of HCV to project the future HIV/HCV epidemic and to estimate the impact of a generic intervention. Methods: An HIV/HCV transmission model was developed and parameterised using data from Rawalpindi. By incorporating different assumptions about the relative frequency/importance of needle/syringe sharing events among “strangers” and people they have shared with before, and undertaking extensive uncertainty analyses to fit the model for each scenario, the validity of different hypotheses for the low HCV prevalence was determined. Model fits were used to project the future HIV/HCV epidemic and the impact of reducing needle/syringe sharing among different IDU subgroups. Results: The model projections suggest that the low HCV prevalence in Rawalpindi is probably due to most HIV/HCV transmissions occurring in a small IDU subgroup that shares needles/syringes frequently with strangers, with most needle/syringe sharing incidents being low risk. Projections suggest that the prevalence of HIV in IDUs will increase to 5–12% by 2015, and the prevalence of HCV will increase if HIV increases HCV transmission. Moderate reductions in needle/syringe sharing (>40%) could reduce the number of HCV/HIV infections (∼45%) if all IDUs are reached, although less impact is achieved if high-risk IDUs are not reached. Conclusions: Despite many needle/syringe sharing events possibly being low risk in Rawalpindi, the model projects that the prevalence of HIV/HCV in IDUs is likely to increase. This highlights the importance of intervening in this low prevalence setting.

[1]  D. Vlahov,et al.  Determinants of the quantity of hepatitis C virus RNA. , 2000, The Journal of infectious diseases.

[2]  B. Conway,et al.  Hepatitis C virus reinfection in injection drug users , 2006, Hepatology.

[3]  B. Thomas,et al.  CHLAMYDIA TRACHOMATIS AND REACTIVE ARTHRITIS: THE MISSING LINK , 1987, The Lancet.

[4]  M. Kretzschmar,et al.  Hepatitis C and injecting drug use: impact, costs and policy options. , 2004 .

[5]  William C Miller,et al.  Frequent detection of acute primary HIV infection in men in Malawi , 2004, AIDS.

[6]  J. McCarthy,et al.  Effectiveness of methadone treatment in reducing HIV risk behavior and HIV seroconversion among injecting drug users. , 1999, AIDS.

[7]  T. Flanigan,et al.  Natural history of human immunodeficiency virus disease in southern India. , 2003, Clinical infectious diseases : an official publication of the Infectious Diseases Society of America.

[8]  J. Reveille,et al.  Infection and musculoskeletal conditions: Rheumatologic complications of HIV infection. , 2006, Best practice & research. Clinical rheumatology.

[9]  P. Kasi,et al.  Seroprevalences and co-infections of HIV, hepatitis C virus and hepatitis B virus in injecting drug users in Quetta, Pakistan , 2007, Tropical doctor.

[10]  J. Kaldor,et al.  High incidence of hepatitis C virus reinfection within a cohort of injecting drug users , 2007, Journal of viral hepatitis.

[11]  B. Thomas,et al.  Chlamydial infection in the aetiology of arthritis. , 1983, British medical bulletin.

[12]  D. Gibson,et al.  Effectiveness of syringe exchange programs in reducing HIV risk behavior and HIV seroconversion among injecting drug users. , 2001, AIDS.

[13]  S. Mayhew,et al.  Prevalence of HIV, HCV and sexually transmitted infections among injecting drug users in Rawalpindi and Abbottabad, Pakistan: evidence for an emerging injection-related HIV epidemic , 2009, Sexually Transmitted Infections.

[14]  D. Vlahov,et al.  The natural history of hepatitis C virus infection: host, viral, and environmental factors. , 2000, JAMA.

[15]  S. Hutchinson,et al.  Trends in HCV prevalence among injecting drug users in Glasgow and Edinburgh during the era of needle/syringe exchange. , 2001, Scandinavian journal of infectious diseases.

[16]  S. Strathdee,et al.  Factors associated with premature mortality among young injection drug users in Vancouver , 2007, Harm reduction journal.

[17]  D. D. Des Jarlais,et al.  Reductions in hepatitis C virus and HIV infections among injecting drug users in New York City, 1990–2001 , 2005, AIDS.

[18]  H. J. Lin,et al.  Effect of Coexisting HIV‐1 Infection on the Diagnosis and Evaluation of Hepatitis C Virus , 2001, Journal of acquired immune deficiency syndromes.

[19]  N. Galai,et al.  High HCV seroprevalence and HIV drug use risk behaviors among injection drug users in Pakistan , 2006, Harm reduction journal.

[20]  S. Morré,et al.  Diagnostic and clinical implications of anorectal lymphogranuloma venereum in men who have sex with men: a retrospective case-control study. , 2006, Clinical infectious diseases : an official publication of the Infectious Diseases Society of America.

[21]  D. Vlahov,et al.  Prospective evaluation of community-acquired acute-phase hepatitis C virus infection. , 2005, Clinical infectious diseases : an official publication of the Infectious Diseases Society of America.

[22]  Christopher D Pilcher,et al.  Brief but efficient: acute HIV infection and the sexual transmission of HIV. , 2004, The Journal of infectious diseases.

[23]  C. Dolea,et al.  World Health Organization , 1949, International Organization.

[24]  B. Conway,et al.  Barriers associated with the treatment of hepatitis C virus infection among illicit drug users. , 2008, Drug and alcohol dependence.

[25]  J. Desenclos,et al.  [Risk factors for hepatitis C virus transmission to Health Care Workers after occupational exposure: a European case-control study]. , 2005, Revue d'epidemiologie et de sante publique.

[26]  P Vickerman,et al.  Modelling the impact on Hepatitis C transmission of reducing syringe sharing: London case study. , 2007, International journal of epidemiology.

[27]  L. Köhler,et al.  Infection and musculoskeletal conditions: Reactive arthritis. , 2006, Best practice & research. Clinical rheumatology.

[28]  T. Rhodes,et al.  Changes in the injecting risk behaviour of injecting drug users in London, 1990‐1993 , 1995, AIDS.

[29]  R. Heimer,et al.  Survival of Human Immunodeficiency Virus Type 1 After Rinsing Injection Syringes with Different Cleaning Solutions , 2004, Substance use & misuse.

[30]  B. Pappalardo Influence of maternal human immunodeficiency virus (HIV) co-infection on vertical transmission of hepatitis C virus (HCV): a meta-analysis. , 2003, International journal of epidemiology.

[31]  S. Morré,et al.  New Lymphogranuloma Venereum Chlamydia trachomatis Variant, Amsterdam , 2005, Emerging infectious diseases.

[32]  J. Ranceva,et al.  Potential triggering infections of reactive arthritis , 2006, Scandinavian journal of rheumatology.

[33]  S. Akhtar,et al.  HIV transmission among drug users in Larkana, Pakistan , 2007, Tropical doctor.

[34]  R. Coutinho,et al.  Full participation in harm reduction programmes is associated with decreased risk for human immunodeficiency virus and hepatitis C virus: evidence from the Amsterdam Cohort Studies among drug users , 2007, Addiction.

[35]  K. Caca,et al.  Reiter's syndrome as a manifestation of an immune reconstitution syndrome in an HIV-infected patient: successful treatment with doxycycline. , 2003, Clinical infectious diseases : an official publication of the Infectious Diseases Society of America.

[36]  D. Vlahov,et al.  Protection against persistence of hepatitis C , 2002, The Lancet.

[37]  S. A. Mujeeb,et al.  An outbreak of HIV infection among injection drug users in a small town in Pakistan: potential for national implications , 2004, JPMA. The Journal of the Pakistan Medical Association.

[38]  J. Kaldor,et al.  Spontaneous viral clearance following acute hepatitis C infection: a systematic review of longitudinal studies , 2006, Journal of viral hepatitis.

[39]  T. Rhodes,et al.  Global estimates of prevalence of HCV infection among injecting drug users. , 2007, The International journal on drug policy.

[40]  B. Conway,et al.  Treatment uptake and outcomes among current and former injection drug users receiving directly observed therapy within a multidisciplinary group model for the treatment of hepatitis C virus infection. , 2007, The International journal on drug policy.

[41]  T. Quinn,et al.  Viral load and heterosexual transmission of human immunodeficiency virus type 1. Rakai Project Study Group. , 2000, The New England journal of medicine.

[42]  S. Currie,et al.  A prospective study to examine persistent HCV reinfection in injection drug users who have previously cleared the virus. , 2008, Drug and alcohol dependence.

[43]  M. Hellard,et al.  Consecutive infections and clearances of different hepatitis C virus genotypes in an injecting drug user. , 2008, Journal of clinical virology : the official publication of the Pan American Society for Clinical Virology.

[44]  R. Garfein,et al.  Risk of hepatitis C virus infection among young adult injection drug users who share injection equipment. , 2002, American journal of epidemiology.

[45]  S. Mayhew,et al.  Political feasibility of scaling-up five evidence-informed HIV interventions in Pakistan: a policy analysis , 2009, Sexually Transmitted Infections.

[46]  D. D. Des Jarlais,et al.  “Informed Altruism” and “Partner Restriction” in the Reduction of HIV Infection in Injecting Drug Users Entering Detoxification Treatment in New York City, 1990–2001 , 2004, Journal of acquired immune deficiency syndromes.

[47]  R. Baggaley,et al.  Risk of HIV-1 transmission for parenteral exposure and blood transfusion: a systematic review and meta-analysis , 2006, AIDS.

[48]  C. Winkler,et al.  Relation Between HIV‐1 and Hepatitis C Viral Load in Patients With Hemophilia , 2001, Journal of acquired immune deficiency syndromes.

[49]  O. Dalgard Follow-up studies of treatment for hepatitis C virus infection among injection drug users. , 2005, Clinical infectious diseases : an official publication of the Infectious Diseases Society of America.

[50]  J. Rich,et al.  Multicenter evaluation of hepatitis C RNA levels among female injection drug users. , 2001, The Journal of infectious diseases.

[51]  M. Kretzschmar,et al.  New challenges for mathematical and statistical modeling of HIV and hepatitis C virus in injecting drug users , 2008, AIDS.

[52]  O. Laeyendecker,et al.  Rates of HIV-1 transmission per coital act, by stage of HIV-1 infection, in Rakai, Uganda. , 2005, The Journal of infectious diseases.

[53]  H. Ward,et al.  Lymphogranuloma venereum in the United kingdom. , 2007, Clinical infectious diseases : an official publication of the Infectious Diseases Society of America.

[54]  Y. Lo,et al.  Predictors of Hepatitis C Virus RNA Levels in a Prospective Cohort Study of Drug Users , 2004, Journal of acquired immune deficiency syndromes.

[55]  J. Barry,et al.  Irish injecting drug users and hepatitis C: the importance of the social context of injecting. , 2004, International journal of epidemiology.

[56]  Z. Rosenberg,et al.  Microbicides urgently needed: statement by IPM CEO, Zeda Rosenberg, on new AIDS statistics. Joint United Nations Programme on HIV/AIDS (UNAIDS) releases the 2004 AIDS epidemic update. , 2004 .

[57]  A. Vekris,et al.  Typing of Chlamydia trachomatis by restriction endonuclease analysis of the amplified major outer membrane protein gene , 1991, Journal of clinical microbiology.

[58]  A. Larghi,et al.  Outcome of an outbreak of acute hepatitis C among healthy volunteers participating in pharmacokinetics studies , 2002, Hepatology.

[59]  G. Ippolito,et al.  Risk of hepatitis C virus transmission following percutaneous exposure in healthcare workers. , 2003, Infection.

[60]  A. Altaf,et al.  High risk behaviors of injection drug users registered with harm reduction programme in Karachi, Pakistan , 2007, Harm reduction journal.

[61]  D. Vlahov,et al.  Does Bleach Disinfection of Syringes Protect Against Hepatitis C Infection Among Young Adult Injection Drug Users? , 2002, Epidemiology.

[62]  S. Currie,et al.  Corrigendum to “A prospective study to examine persistent HCV reinfection in injection drug users who have previously cleared the virus” [Drug Alcohol Depend. 93(1–2) (2008) 148–154] , 2008 .