Mathematical modelling of hepatitis C treatment for injecting drug users

被引:82
作者
Martin, Natasha K. [1 ,2 ]
Vickerman, Peter [1 ,2 ]
Hickman, Matthew [1 ]
机构
[1] Univ Bristol, Dept Social Med, Bristol BS8 2PS, Avon, England
[2] London Sch Hyg & Trop Med, Dept Global Hlth & Development, London WC1, England
关键词
HCV; Antiviral treatment; Liver disease; IDUs; Mathematical model; VIRUS-INFECTION; ANTIVIRAL THERAPY; HCV; PREVALENCE; GUIDELINES; RIBAVIRIN; HIV;
D O I
10.1016/j.jtbi.2010.12.041
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Hepatitis C virus (HCV) is a blood-borne infection that can lead to progressive liver failure, cirrhosis, hepatocellular carcinoma and death. In developed countries, the majority of HCV infections are transmitted via injecting drug users (IDUs). Despite effective antiviral treatment for HCV, very few active IDUs are treated. Reluctance to treat is partially due to the risk of reinfection. We develop a mathematical model of HCV transmission amongst active IDUs, and examine the potential effect of antiviral treatment. As most mathematical models of interventions utilise a treatment function proportional to the infected population, but many policy implementations set fixed yearly targets for specific numbers treated, we study the effects of using two different treatment terms: annually treating a proportion of infecteds or a fixed number of infecteds. We examine the behaviour of the two treatment models and find different bifurcation behaviours in each case. We calculate analytical solutions for the treatment level needed for disease clearance or control, and observe that achievable levels of treatment can result in control or eradication across a wide range of prevalence levels. Finally, we calculate the sensitivity of the critical treatment threshold to the model parameters, and find that for a given observed prevalence, the injecting duration and infection risk play the most important role in determining the treatment level needed. By contrast, the sensitivity analysis indicates the presence (or absence) of immunity does not alter the treatment threshold. We conclude by discussing the public health implications of this work, and comment on the importance and feasibility of utilising treatment as prevention for HCV spread amongst IDUs. (C) 2011 Elsevier Ltd. All rights reserved.
引用
收藏
页码:58 / 66
页数:9
相关论文
共 32 条
  • [1] ACMD, 2009, PRIM PREV HEP C INJ
  • [2] A tale of two futures: HIV and antiretroviral therapy in San Francisco
    Blower, SM
    Gershengorn, HB
    Grant, RM
    [J]. SCIENCE, 2000, 287 (5453) : 650 - 654
  • [3] Clinical guidelines on the management of hepatitis C
    Booth, JCL
    O'Grady, J
    Neuberger, J
    [J]. GUT, 2001, 49 : I1 - I21
  • [4] ECMDDA, 2004, HEP C INJ DRUG US IM
  • [5] Injecting drug users with chronic hepatitis C: should they be offered antiviral therapy?
    Foster, Graham R.
    [J]. ADDICTION, 2008, 103 (09) : 1412 - 1413
  • [6] Universal voluntary HIV testing with immediate antiretroviral therapy as a strategy for elimination of HIV transmission: a mathematical model
    Granich, Reuben M.
    Gilks, Charles F.
    Dye, Christopher
    De Cock, Kevin M.
    Williams, Brian G.
    [J]. LANCET, 2009, 373 (9657) : 48 - 57
  • [7] Uptake of hepatitis C virus (HCV) treatment among injection drug users (IDUS) in Vancouver, Canada
    Grebely, J.
    Conway, B.
    Raffa, J.
    Lai, C.
    Krajden, M.
    Tyndall, M. W.
    [J]. JOURNAL OF HEPATOLOGY, 2006, 44 : S214 - S215
  • [8] 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
    Grebely, Jason
    Genoway, Krista
    Khara, Milan
    Duncan, Fiona
    Viljoen, Mark
    Elliott, Doug
    Raffa, Jesse D.
    DeVlaming, Stanley
    Conwaya, Brian
    [J]. INTERNATIONAL JOURNAL OF DRUG POLICY, 2007, 18 (05) : 437 - 443
  • [9] Hepatitis C virus seroconversion among young injection drug users: Relationships and risks
    Hahn, JA
    Page-Shafer, K
    Lum, PJ
    Bourgois, P
    Stein, E
    Evans, JL
    Busch, MP
    Tobler, LH
    Phelps, B
    Moss, AR
    [J]. JOURNAL OF INFECTIOUS DISEASES, 2002, 186 (11) : 1558 - 1564
  • [10] Hepatitis C Treatment for Injection Drug Users: A Review of the Available Evidence
    Hellard, Margaret
    Sacks-Davis, Rachel
    Gold, Judy
    [J]. CLINICAL INFECTIOUS DISEASES, 2009, 49 (04) : 561 - 573