Applying a system approach to forecast the total hepatitis C virus-infected population size: model validation using US data

被引:38
作者
Kershenobich, David [1 ]
Razavi, Homie A. [2 ]
Cooper, Curtis L. [3 ]
Alberti, Alfredo [4 ]
Dusheiko, Geoffrey M. [5 ]
Pol, Stanislas [6 ,7 ]
Zuckerman, Eli [8 ]
Koike, Kazuhiko [9 ]
Han, Kwang-Hyub [10 ]
Wallace, Carolyn M. [2 ]
Zeuzem, Stefan [11 ]
Negro, Francesco [12 ,13 ]
机构
[1] Univ Nacl Autonoma Mexico, Sch Med, Gen Hosp Mexico, Dept Expt Med, Mexico City 04510, DF, Mexico
[2] Kromite, Ctr Dis Anal, Louisville, CO 80027 USA
[3] Univ Ottawa, Dept Med, Div Infect Dis, Ottawa, ON, Canada
[4] Univ Padua, Dept Histol Microbiol & Med Biotechnol, Padua, Italy
[5] Royal Free Hosp, Ctr Hepatol, London NW3 2QG, England
[6] Univ Paris 05, AP HP, INSERM, U1016, Paris, France
[7] Univ Paris 05, AP HP, Unite Hepatol, Paris, France
[8] Clalit Healthcare Serv, Carmel Med Ctr, Liver Unit, Haifa, Israel
[9] Univ Tokyo, Grad Sch Med, Dept Gastroenterol, Tokyo, Japan
[10] Yonsei Univ, Coll Med, Dept Internal Med, Seoul, South Korea
[11] Klinikum Johann Wolfgang Goethe Univ, Med Klin 1, Frankfurt, Germany
[12] Hop Cantonal Univ Geneva, Serv Gastroenterol & Hepatol, Geneva, Switzerland
[13] Hop Cantonal Univ Geneva, Serv Pathol Clin, Geneva, Switzerland
关键词
diagnosis; disease burden; epidemiology; HCV infection; hepatitis C; incidence; mortality; prevalence; sensitivity analysis; system modelling; treatment rate;
D O I
10.1111/j.1478-3231.2011.02535.x
中图分类号
R57 [消化系及腹部疾病];
学科分类号
摘要
Background: Hepatitis C virus (HCV) infection is associated with chronic progressive liver disease. Its global epidemiology is still not well ascertained and its impact will be confronted with a higher burden in the next decade. Aim: The goal of this study was to develop a tool that can be used to predict the future prevalence of the disease in different countries and, more importantly, to understand the cause and effect relationship between the key assumptions and future trends. Methods: A system approach was used to build a simulation model where each population was modeled with the appropriate inflows and outflows. Sensitivity analysis was used to identify the key drivers of future prevalence. Results: The total HCV-infected population in the US was estimated to decline 24% from 3.15 million in 2005 to 2.47 million in 2021, while disease burden will increase as the remaining infected population ages. During the same period, the mortality rate was forecasted to increase from 2.1 to 3.1%. The diagnosed population was 50% of the total infections, while less than 2% of the total infections were treated. Conclusion: We have created a framework to evaluate the HCV-infected populations in countries around the world. This model may help assess the impact of policies to meet the challenges predicted by the evolution of HCV infection and disease. This prediction tool may help to target new public health strategies.
引用
收藏
页码:4 / 17
页数:14
相关论文
共 76 条
[1]   Comparison of second- and third-generation enzyme Immunoassays for detecting antibodies to hepatitis C virus [J].
Abdel-Hamid, M ;
El-Daly, M ;
El-Kafrawy, S ;
Mikhail, N ;
Strickland, GT ;
Fix, AD .
JOURNAL OF CLINICAL MICROBIOLOGY, 2002, 40 (05) :1656-1659
[2]   THE NATURAL-HISTORY OF COMMUNITY-ACQUIRED HEPATITIS-C IN THE UNITED-STATES [J].
ALTER, MJ ;
MARGOLIS, HS ;
KRAWCZYNSKI, K ;
JUDSON, FN ;
MARES, A ;
ALEXANDER, WJ ;
HU, PY ;
MILLER, JK ;
GERBER, MA ;
SAMPLINER, RE ;
MEEKS, EL ;
BEACH, MJ .
NEW ENGLAND JOURNAL OF MEDICINE, 1992, 327 (27) :1899-1905
[3]   The prevalence of hepatitis C virus infection in the United States, 1988 through 1994 [J].
Alter, MJ ;
Kruszon-Moran, D ;
Nainan, OV ;
McQuillan, GM ;
Gao, FX ;
Moyer, LA ;
Kaslow, RA ;
Margolis, HS .
NEW ENGLAND JOURNAL OF MEDICINE, 1999, 341 (08) :556-562
[4]   Causes of death after diagnosis of hepatitis B or hepatitis C infection: a large community-based linkage study [J].
Amin, Janaki ;
Law, Matthew G. ;
Bartlett, Mark ;
Kaldor, John M. ;
Dore, Gregory J. .
LANCET, 2006, 368 (9539) :938-945
[5]  
[Anonymous], 1993, Decisions with Multiple Objectives
[6]  
[Anonymous], STRATEGIC DECISION M
[7]   The past incidence of hepatitis C virus infection: Implications for the future burden of chronic liver disease in the United States [J].
Armstrong, GL ;
Alter, MJ ;
McQuillan, GM ;
Margolis, HS .
HEPATOLOGY, 2000, 31 (03) :777-782
[8]   The prevalence of hepatitis C virus infection in the United States, 1999 through 2002 [J].
Armstrong, Gregory L. ;
Wasley, Annemarie ;
Simard, Edgar P. ;
McQuillan, Geraldine M. ;
Kuhnert, Wendi L. ;
Alter, Miriam J. .
ANNALS OF INTERNAL MEDICINE, 2006, 144 (10) :705-714
[9]   Prevalence of Hepatitis C Infection in New York City, 2004 [J].
Bornschlegel, Katherine ;
Berger, Magdalena ;
Garg, Renu K. ;
Punsalang, Amado ;
McKinney, Christy M. ;
Gwynn, R. Charon ;
Thorpe, Lorna E. .
JOURNAL OF URBAN HEALTH-BULLETIN OF THE NEW YORK ACADEMY OF MEDICINE, 2009, 86 (06) :909-917
[10]   Undiagnosed hepatitis C on the general medicine and trauma services of two urban hospitals [J].
Brady, Kathleen A. ;
Weiner, Mark ;
Turner, Barbara J. .
JOURNAL OF INFECTION, 2009, 59 (01) :62-69