Estimation of the reproductive number and the serial interval in early phase of the 2009 influenza A/H1N1 pandemic in the USA

被引:195
作者
White, Laura Forsberg [1 ]
Wallinga, Jacco [2 ,3 ]
Finelli, Lyn [4 ]
Reed, Carrie [4 ]
Riley, Steven [5 ,6 ]
Lipsitch, Marc [7 ]
Pagano, Marcello [8 ]
机构
[1] Boston Univ, Sch Publ Hlth, Dept Biostat, Boston, MA 02118 USA
[2] Ctr Infect Dis Control Netherlands, Natl Inst Publ Hlth & Environm, Bilthoven, Netherlands
[3] Univ Med Ctr, Julius Ctr Hlth Sci & Primary Care, Utrecht, Netherlands
[4] CDC, Epidemiol & Prevent Branch, Influenza Div, NCIRD, Atlanta, GA 30333 USA
[5] Univ Hong Kong, Sch Publ Hlth, Hong Kong, Hong Kong, Peoples R China
[6] Univ Hong Kong, Dept Community Med, Hong Kong, Hong Kong, Peoples R China
[7] Harvard Univ, Sch Publ Hlth, Dept Epidemiol, Boston, MA 02115 USA
[8] Harvard Univ, Sch Publ Hlth, Dept Biostat, Boston, MA 02115 USA
基金
美国国家卫生研究院;
关键词
Basic reproductive number; influenza A; H1N1; outbreak; serial interval; TRANSMISSIBILITY; STRATEGIES; OUTBREAK; A(H1N1); VIRUS;
D O I
10.1111/j.1750-2659.2009.00106.x
中图分类号
R51 [传染病];
学科分类号
100401 ;
摘要
Background The United States was the second country to have a major outbreak of novel influenza A/H1N1 in what has become a new pandemic. Appropriate public health responses to this pandemic depend in part on early estimates of key epidemiological parameters of the virus in defined populations. Methods We use a likelihood-based method to estimate the basic reproductive number (R-0) and serial interval using individual level U.S. data from the Centers for Disease Control and Prevention (CDC). We adjust for missing dates of illness and changes in case ascertainment. Using prior estimates for the serial interval we also estimate the reproductive number only. Results Using the raw CDC data, we estimate the reproductive number to be between 2 center dot 2 and 2 center dot 3 and the mean of the serial interval (mu) between 2 center dot 5 and 2 center dot 6 days. After adjustment for increased case ascertainment our estimates change to 1 center dot 7 to 1 center dot 8 for R-0 and 2 center dot 2 to 2 center dot 3 days for mu. In a sensitivity analysis making use of previous estimates of the mean of the serial interval, both for this epidemic (mu = 1 center dot 91 days) and for seasonal influenza (mu = 3 center dot 6 days), we estimate the reproductive number at 1 center dot 5 to 3 center dot 1. Conclusions With adjustments for data imperfections we obtain useful estimates of key epidemiological parameters for the current influenza H1N1 outbreak in the United States. Estimates that adjust for suspected increases in reporting suggest that substantial reductions in the spread of this epidemic may be achievable with aggressive control measures, while sensitivity analyses suggest the possibility that even such measures would have limited effect in reducing total attack rates.
引用
收藏
页码:267 / 276
页数:10
相关论文
共 21 条
[1]  
ANDERSON R M, 1991
[2]   Epidemiologic characterization of the 1918 influenza pandemic summer wave in Copenhagen: Implications for pandemic control strategies [J].
Andreasen, Viggo ;
Viboud, Cecile ;
Simonsen, Lone .
JOURNAL OF INFECTIOUS DISEASES, 2008, 197 (02) :270-278
[3]  
[Anonymous], 2020, LANCET, V25
[4]   Cross-Protection between Successive Waves of the 1918-1919 Influenza Pandemic: Epidemiological Evidence from US Army Camps and from Britain [J].
Barry, John M. ;
Viboud, Cecile ;
Simonsen, Lone .
JOURNAL OF INFECTIOUS DISEASES, 2008, 198 (10) :1427-1434
[5]  
Boëlle PY, 2009, EUROSURVEILLANCE, V14, P10
[6]   Estimation of the Serial Interval of Influenza [J].
Cowling, Benjamin J. ;
Fang, Vicky J. ;
Riley, Steven ;
Peiris, J. S. Malik ;
Leung, Gabriel M. .
EPIDEMIOLOGY, 2009, 20 (03) :344-347
[7]   Emergence of a Novel Swine-Origin Influenza A (H1N1) Virus in Humans Novel Swine-Origin Influenza A (H1N1) Virus Investigation Team [J].
Dawood, Fatimah S. ;
Jain, Seema ;
Finelli, Lyn ;
Shaw, Michael W. ;
Lindstrom, Stephen ;
Garten, Rebecca J. ;
Gubareva, Larisa V. ;
Xu, Xiyan ;
Bridges, Carolyn B. ;
Uyeki, Timothy M. .
NEW ENGLAND JOURNAL OF MEDICINE, 2009, 360 (25) :2605-2615
[8]   Strategies for containing an emerging influenza pandemic in Southeast Asia [J].
Ferguson, NM ;
Cummings, DAT ;
Cauchemez, S ;
Fraser, C ;
Riley, S ;
Meeyai, A ;
Iamsirithaworn, S ;
Burke, DS .
NATURE, 2005, 437 (7056) :209-214
[9]   Factors that make an infectious disease outbreak controllable [J].
Fraser, C ;
Riley, S ;
Anderson, RM ;
Ferguson, NM .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2004, 101 (16) :6146-6151
[10]   Pandemic Potential of a Strain of Influenza A (H1N1): Early Findings [J].
Fraser, Christophe ;
Donnelly, Christl A. ;
Cauchemez, Simon ;
Hanage, William P. ;
Van Kerkhove, Maria D. ;
Hollingsworth, T. Deirdre ;
Griffin, Jamie ;
Baggaley, Rebecca F. ;
Jenkins, Helen E. ;
Lyons, Emily J. ;
Jombart, Thibaut ;
Hinsley, Wes R. ;
Grassly, Nicholas C. ;
Balloux, Francois ;
Ghani, Azra C. ;
Ferguson, Neil M. ;
Rambaut, Andrew ;
Pybus, Oliver G. ;
Lopez-Gatell, Hugo ;
Alpuche-Aranda, Celia M. ;
Bojorquez Chapela, Ietza ;
Palacios Zavala, Ethel ;
Espejo Guevara, Dulce Ma. ;
Checchi, Francesco ;
Garcia, Erika ;
Hugonnet, Stephane ;
Roth, Cathy .
SCIENCE, 2009, 324 (5934) :1557-1561