Note to users. If you're seeing this message, it means that your browser cannot find this page's style/presentation instructions -- or possibly that you are using a browser that does not support current Web standards. Find out more about why this message is appearing, and what you can do to make your experience of our site the best it can be.


Science 15 November 2002:
Vol. 298. no. 5597, pp. 1428 - 1432
DOI: 10.1126/science.1074674

Reports

Containing Bioterrorist Smallpox

M. Elizabeth Halloran,* Ira M. Longini Jr., Azhar Nizam, Yang Yang

The need for a planned response to a deliberate introduction of smallpox has recently become urgent. We constructed a stochastic simulator of the spread of smallpox in structured communities to compare the effectiveness of mass vaccination versus targeted vaccination of close contacts of cases. Mass vaccination before smallpox introduction or immediately after the first cases was more effective than targeted vaccination in preventing and containing epidemics if there was no prior herd immunity (that is, no prior immunologic protection within the population). The effectiveness of postrelease targeted and mass vaccinations increased if we assumed that there was residual immunity in adults vaccinated before 1972, but the effectiveness of targeted vaccination increased more than that of mass vaccination. Under all scenarios, targeted vaccination prevented more cases per dose of vaccine than did mass vaccination. Although further research with larger-scale structured models is needed, our results suggest that increasing herd immunity, perhaps with a combination of preemptive voluntary vaccination and vaccination of first responders, could enhance the effectiveness of postattack intervention. It could also help targeted vaccination be more competitive with mass vaccination at both preventing and containing a deliberate introduction of smallpox.

Department of Biostatistics, Rollins School of Public Health, Emory University, Atlanta, GA 30322, USA.
*   To whom correspondence should be addressed. E-mail: mehallo{at}sph.emory.edu


Read the Full Text



THIS ARTICLE HAS BEEN CITED BY OTHER ARTICLES:
Causal thinking and complex system approaches in epidemiology.
S. Galea, M. Riddle, and G. A Kaplan (2009)
Int. J. Epidemiol.
   Abstract »    Full Text »    PDF »
Integrating stochasticity and network structure into an epidemic model.
C. E. Dangerfield, J. V. Ross, and M. J. Keeling (2009)
J R Soc Interface 6, 761-774
   Abstract »    Full Text »    PDF »
Using Time-Use Data to Parameterize Models for the Spread of Close-Contact Infectious Diseases.
E. Zagheni, F. C. Billari, P. Manfredi, A. Melegaro, J. Mossong, and W. J. Edmunds (2008)
Am. J. Epidemiol. 168, 1082-1090
   Abstract »    Full Text »    PDF »
Individual space-time activity-based modelling of infectious disease transmission within a city.
Y. Yang, P. Atkinson, and D. Ettema (2008)
J R Soc Interface 5, 759-772
   Abstract »    Full Text »    PDF »
Heterogeneity and Network Structure in the Dynamics of Diffusion: Comparing Agent-Based and Differential Equation Models.
H. Rahmandad and J. Sterman (2008)
Management Science 54, 998-1014
   Abstract »    PDF »
When individual behaviour matters: homogeneous and network models in epidemiology.
S. Bansal, B. T Grenfell, and L. A. Meyers (2007)
J R Soc Interface 4, 879-891
   Abstract »    Full Text »    PDF »
Characterization of UVC Light Sensitivity of Vaccinia Virus.
J. J. McDevitt, K. M. Lai, S. N. Rudnick, E. A. Houseman, M. W. First, and D. K. Milton (2007)
Appl. Envir. Microbiol. 73, 5760-5766
   Abstract »    Full Text »    PDF »
Invited Commentary: Challenges of using Contact Data to Understand Acute Respiratory Disease Transmission.
M. E. Halloran (2006)
Am. J. Epidemiol. 164, 945-946
   Full Text »    PDF »
Using Data on Social Contacts to Estimate Age-specific Transmission Parameters for Respiratory-spread Infectious Agents.
J. Wallinga, P. Teunis, and M. Kretzschmar (2006)
Am. J. Epidemiol. 164, 936-944
   Abstract »    Full Text »    PDF »
Responding to Bioterrorist Smallpox in San Antonio.
G. Miller, S. Randolph, and J. E. Patterson (2006)
Interfaces 36, 580-590
   Abstract »    PDF »
Uncertainty in predictions of disease spread and public health responses to bioterrorism and emerging diseases.
B. D. Elderd, V. M. Dukic, and G. Dwyer (2006)
PNAS 103, 15693-15697
   Abstract »    Full Text »    PDF »
From the Cover: Smallpox transmission and control: Spatial dynamics in Great Britain.
S. Riley and N. M. Ferguson (2006)
PNAS 103, 12637-12642
   Abstract »    Full Text »    PDF »
Poxy models and rash decisions.
B. Cooper (2006)
PNAS 103, 12221-12222
   Full Text »    PDF »
From the Cover: Mitigation strategies for pandemic influenza in the United States.
T. C. Germann, K. Kadau, I. M. Longini Jr., and C. A. Macken (2006)
PNAS 103, 5935-5940
   Abstract »    Full Text »    PDF »
System Dynamics Modeling for Public Health: Background and Opportunities.
J. B. Homer and G. B. Hirsch (2006)
Am J Public Health 96, 452-458
   Abstract »    Full Text »    PDF »
Networks and epidemic models.
M. J Keeling and K. T.D Eames (2005)
J R Soc Interface 2, 295-307
   Abstract »    Full Text »    PDF »
Multiscale, resurgent epidemics in a hierarchical metapopulation model.
D. J. Watts, R. Muhamad, D. C. Medina, and P. S. Dodds (2005)
PNAS 102, 11157-11162
   Abstract »    Full Text »    PDF »
Analyzing a bioterror attack on the food supply: The case of botulinum toxin in milk.
L. M. Wein and Y. Liu (2005)
PNAS 102, 9984-9989
   Abstract »    Full Text »    PDF »
Invited Commentary: Real-Time Tracking of Control Measures for Emerging Infections.
M. Lipsitch and C. T. Bergstrom (2004)
Am. J. Epidemiol. 160, 517-519
   Full Text »    PDF »
Factors that make an infectious disease outbreak controllable.
C. Fraser, S. Riley, R. M. Anderson, and N. M. Ferguson (2004)
PNAS 101, 6146-6151
   Abstract »    Full Text »    PDF »
Analysis of Historical Data Suggests Long-lasting Protective Effects of Smallpox Vaccination.
M. Eichner (2003)
Am. J. Epidemiol. 158, 717-723
   Abstract »    Full Text »    PDF »
Group interest versus self-interest in smallpox vaccination policy.
C. T. Bauch, A. P. Galvani, and D. J. D. Earn (2003)
PNAS 100, 10564-10567
   Abstract »    Full Text »    PDF »
Characterisation of the substrate specificity of homogeneous vaccinia virus uracil-DNA glycosylase.
N. Scaramozzino, G. Sanz, J. M. Crance, M. Saparbaev, R. Drillien, J. Laval, B. Kavli, and D. Garin (2003)
Nucleic Acids Res. 31, 4950-4957
   Abstract »    Full Text »    PDF »
Transmission Potential of Smallpox: Estimates Based on Detailed Data from an Outbreak.
M. Eichner and K. Dietz (2003)
Am. J. Epidemiol. 158, 110-117
   Abstract »    Full Text »    PDF »
Case Isolation and Contact Tracing Can Prevent the Spread of Smallpox.
M. Eichner (2003)
Am. J. Epidemiol. 158, 118-128
   Abstract »    Full Text »    PDF »
Smallpox: An Update for Nurses.
C. M. Constantin, A. M. Martinelli, E. A. Bonney, and O. L. Strickland (2003)
Biol Res Nurs 4, 282-294
   Abstract »    PDF »
A Model for a Smallpox-Vaccination Policy.
S. A. Bozzette, R. Boer, V. Bhatnagar, J. L. Brower, E. B. Keeler, S. C. Morton, and M. A. Stoto (2003)
N. Engl. J. Med. 348, 416-425
   Abstract »    Full Text »    PDF »
Interim smallpox guidelines for the United Kingdom.
R. Harling, D. Morgan, W J. Edmunds, and H. Campbell (2002)
BMJ 325, 1371-1372
   Full Text »    PDF »
Modeling Smallpox Control.
(2002)
Journal Watch Infectious Diseases 2002, 3
   Full Text »



To Advertise     Find Products


Science. ISSN 0036-8075 (print), 1095-9203 (online)