Spatiotemporal dynamics of viral hepatitis A in Italy

被引:3
作者
Ajelli, Marco [1 ]
Fumanelli, Laura [1 ,2 ]
Manfredi, Piero [3 ]
Merler, Stefano [1 ]
机构
[1] Bruno Kessler Fdn, Predict Models Biomed & Environm, I-38123 Trento Povo, Italy
[2] Univ Trento, Dept Math, Trento, Italy
[3] Univ Pisa, Dept Stat & Math Appl Econ, I-56100 Pisa, Italy
关键词
HAV; Spatial contact matrix; Vaccination; Equilibria; Stability; A VIRUS; SPATIAL HIERARCHIES; UNITED-STATES; MODEL; SPREAD; VACCINATION; SURVIVAL; IMMUNIZATION; TRANSMISSION; OUTBREAK;
D O I
10.1016/j.tpb.2010.09.003
中图分类号
Q14 [生态学(生物生态学)];
学科分类号
071012 ; 0713 ;
摘要
Viral hepatitis A is still common in Italy, especially in Southern regions. In this study, a metapopulation model for hepatitis A virus (HAV) transmission is proposed and analyzed. Analytical results on the asymptotic and transient behaviors of the system are carried out. Based on the available Italian movement data, a national spatial contact matrix at the regional level, which could be used for new studies on the transmission dynamics of other infectious diseases, is derived for modeling fluxes of individuals. Despite the small number of fitted parameters, model simulations are in good agreement with the observed average HAV incidence in all regions. Our results suggest that the mass vaccination program introduced in one Italian region only (Puglia, the one with the highest endemicity level) could have played a role in the decline of HAV incidence in the country as a whole. The only notable exception is represented by Campania, a Southern region showing a high endemicity level, which is not substantially affected by HAV dynamics in Puglia. Finally, our results highlight that the continuation of the vaccination campaign in Puglia would have a relevant impact in decreasing long-term HAV prevalence, especially in Southern Italy. (C) 2010 Elsevier Inc. All rights reserved.
引用
收藏
页码:1 / 11
页数:11
相关论文
共 52 条
[1]   SURVIVAL OF ENTERIC VIRUSES ON ENVIRONMENTAL FOMITES [J].
ABAD, FX ;
PINTO, RM ;
BOSCH, A .
APPLIED AND ENVIRONMENTAL MICROBIOLOGY, 1994, 60 (10) :3704-3710
[2]   Basic mathematical models for the temporal dynamics of HAV in medium-endemicity Italian areas [J].
Ajelli, Marco ;
Iannelli, Mimmo ;
Manfredi, Piero ;
Attie, Marta L. Ciofi degli .
VACCINE, 2008, 26 (13) :1697-1707
[3]   An individual-based model of hepatitis A transmission [J].
Ajelli, Marco ;
Merler, Stefano .
JOURNAL OF THEORETICAL BIOLOGY, 2009, 259 (03) :478-488
[4]   The Impact of the Unstructured Contacts Component in Influenza Pandemic Modeling [J].
Ajelli, Marco ;
Merler, Stefano .
PLOS ONE, 2008, 3 (01)
[5]   The United States and Canada as a coupled epidemiological system: An example from hepatitis A [J].
Amariei, Raluca ;
Willms, Allan R. ;
Bauch, Chris T. .
BMC INFECTIOUS DISEASES, 2008, 8 (1)
[6]  
[Anonymous], 2005, Stochastic local search-Foundations and applications
[7]   Hepatitis A incidence and hospital-based seroprevalence in Italy: a nation-wide study [J].
Ansaldi, Filippo ;
Bruzzone, Bianca ;
Rota, Maria Cristina ;
Bella, Antonino ;
degli Atti, Marta Ciofi ;
Durando, Paolo ;
Gasparini, Roberto ;
Icardi, Giancarlo .
EUROPEAN JOURNAL OF EPIDEMIOLOGY, 2008, 23 (01) :45-53
[8]   Hepatitis A virus infections in the United States: Model-based estimates and implications for childhood immunization [J].
Armstrong, GL ;
Bell, BP .
PEDIATRICS, 2002, 109 (05) :839-845
[9]   Control of hepatitis A through routine vaccination of children [J].
Averhoff, F ;
Shapiro, CN ;
Bell, BP ;
Hyams, I ;
Burd, L ;
Deladisma, A ;
Simard, EP ;
Nalin, D ;
Kuter, B ;
Ward, C ;
Lundberg, M ;
Smith, N ;
Margolis, HS .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2001, 286 (23) :2968-2973
[10]   Seasonal transmission potential and activity peaks of the new influenza A(H1N1): a Monte Carlo likelihood analysis based on human mobility [J].
Balcan, Duygu ;
Hu, Hao ;
Goncalves, Bruno ;
Bajardi, Paolo ;
Poletto, Chiara ;
Ramasco, Jose J. ;
Paolotti, Daniela ;
Perra, Nicola ;
Tizzoni, Michele ;
Van den Broeck, Wouter ;
Colizza, Vittoria ;
Vespignani, Alessandro .
BMC MEDICINE, 2009, 7 :45