The reproduction number of seasonal influenza epidemics in Brazil, 1996-2006
被引:40
作者:
Chowell, Gerardo
论文数: 0引用数: 0
h-index: 0
机构:
Arizona State Univ, Sch Human Evolut & Social Change, Math Computat & Modeling Sci Ctr, Tempe, AZ 85287 USA
NIH, Div Epidemiol & Populat Studies, Fogarty Int Ctr, Bethesda, MD 20892 USAArizona State Univ, Sch Human Evolut & Social Change, Math Computat & Modeling Sci Ctr, Tempe, AZ 85287 USA
Chowell, Gerardo
[1
,2
]
Viboud, Cecile
论文数: 0引用数: 0
h-index: 0
机构:
NIH, Div Epidemiol & Populat Studies, Fogarty Int Ctr, Bethesda, MD 20892 USAArizona State Univ, Sch Human Evolut & Social Change, Math Computat & Modeling Sci Ctr, Tempe, AZ 85287 USA
Viboud, Cecile
[2
]
Simonsen, Lone
论文数: 0引用数: 0
h-index: 0
机构:
George Washington Univ, Sch Publ Hlth & Hlth Serv, Dept Global Hlth, Washington, DC USAArizona State Univ, Sch Human Evolut & Social Change, Math Computat & Modeling Sci Ctr, Tempe, AZ 85287 USA
Simonsen, Lone
[3
]
Miller, Mark
论文数: 0引用数: 0
h-index: 0
机构:
NIH, Div Epidemiol & Populat Studies, Fogarty Int Ctr, Bethesda, MD 20892 USAArizona State Univ, Sch Human Evolut & Social Change, Math Computat & Modeling Sci Ctr, Tempe, AZ 85287 USA
Miller, Mark
[2
]
Alonso, Wladimir J.
论文数: 0引用数: 0
h-index: 0
机构:
NIH, Div Epidemiol & Populat Studies, Fogarty Int Ctr, Bethesda, MD 20892 USAArizona State Univ, Sch Human Evolut & Social Change, Math Computat & Modeling Sci Ctr, Tempe, AZ 85287 USA
Alonso, Wladimir J.
[2
]
机构:
[1] Arizona State Univ, Sch Human Evolut & Social Change, Math Computat & Modeling Sci Ctr, Tempe, AZ 85287 USA
[2] NIH, Div Epidemiol & Populat Studies, Fogarty Int Ctr, Bethesda, MD 20892 USA
[3] George Washington Univ, Sch Publ Hlth & Hlth Serv, Dept Global Hlth, Washington, DC USA
The transmission dynamics of influenza in tropical regions are poorly understood. Here we explore geographical variations in the reproduction number of influenza across equatorial, tropical and subtropical areas of Brazil, based on the analysis of weekly pneumonia and influenza (P&I) mortality time series in 27 states. The reproduction number (R) was low on average in Brazil (mean = 1.03 (95% CI 1.02-1.04), assuming a serial interval of 3 days). Estimates of the reproduction number were slightly lower for Brazil than for the USA or France (difference in mean R = 0.08, p < 0.01) and displayed less between-year variation (p < 0.001). Our findings suggest a weak gradient in the reproduction number with population size, where R increases from low population in the North to high population in the South of Brazil. Our low estimates of the reproduction number suggest that influenza population immunity could be high on average in Brazil, potentially resulting in increased viral genetic diversity and rate of emergence of new variants. Additional epidemiological and genetic studies are warranted to further characterize the dynamics of influenza in the tropics and refine our understanding of the global circulation of influenza viruses.
机构:
Arizona State Univ, Sch Human Evolut & Social Change, Tempe, AZ 85287 USA
Los Alamos Natl Lab, Div Theoret, Ctr Nonlinear Studies & Math Modeing & Anal MS B2, Los Alamos, NM 87545 USAArizona State Univ, Sch Human Evolut & Social Change, Tempe, AZ 85287 USA
Chowell, Gerardo
;
Bettencourt, Luis M. A.
论文数: 0引用数: 0
h-index: 0
机构:
Los Alamos Natl Lab, Div Theoret, Ctr Nonlinear Studies & Math Modeing & Anal MS B2, Los Alamos, NM 87545 USA
Santa Fe Inst, Santa Fe, NM 87501 USAArizona State Univ, Sch Human Evolut & Social Change, Tempe, AZ 85287 USA
Bettencourt, Luis M. A.
;
Johnson, Niall
论文数: 0引用数: 0
h-index: 0
机构:
Australian Commiss Safety & Quality Hlth Care, Sydney, NSW 2001, AustraliaArizona State Univ, Sch Human Evolut & Social Change, Tempe, AZ 85287 USA
Johnson, Niall
;
Alonso, Wladimir J.
论文数: 0引用数: 0
h-index: 0
机构:
NCI, Fogarty Int Ctr, Bethesda, MD 20892 USAArizona State Univ, Sch Human Evolut & Social Change, Tempe, AZ 85287 USA
Alonso, Wladimir J.
;
Viboud, Cecile
论文数: 0引用数: 0
h-index: 0
机构:
NCI, Fogarty Int Ctr, Bethesda, MD 20892 USAArizona State Univ, Sch Human Evolut & Social Change, Tempe, AZ 85287 USA
机构:
Arizona State Univ, Sch Human Evolut & Social Change, Math Computat & Modeling Sci Ctr, Tempe, AZ 85287 USA
NIH, Fogarty Int Ctr, Bethesda, MD 20892 USAArizona State Univ, Sch Human Evolut & Social Change, Math Computat & Modeling Sci Ctr, Tempe, AZ 85287 USA
Chowell, Gerardo
;
Viboud, Cecile
论文数: 0引用数: 0
h-index: 0
机构:
NIH, Fogarty Int Ctr, Bethesda, MD 20892 USAArizona State Univ, Sch Human Evolut & Social Change, Math Computat & Modeling Sci Ctr, Tempe, AZ 85287 USA
Viboud, Cecile
;
Wang, Xiaohong
论文数: 0引用数: 0
h-index: 0
机构:
Arizona State Univ, Sch Human Evolut & Social Change, Math Computat & Modeling Sci Ctr, Tempe, AZ 85287 USAArizona State Univ, Sch Human Evolut & Social Change, Math Computat & Modeling Sci Ctr, Tempe, AZ 85287 USA
Wang, Xiaohong
;
Bertozzi, Stefano M.
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Evaluat Res & Surveys, Natl Inst Publ Hlth, Cuernavaca, Morelos, Mexico
Univ Calif Berkeley, Berkeley, CA 94720 USAArizona State Univ, Sch Human Evolut & Social Change, Math Computat & Modeling Sci Ctr, Tempe, AZ 85287 USA
Bertozzi, Stefano M.
;
Miller, Mark A.
论文数: 0引用数: 0
h-index: 0
机构:
NIH, Fogarty Int Ctr, Bethesda, MD 20892 USAArizona State Univ, Sch Human Evolut & Social Change, Math Computat & Modeling Sci Ctr, Tempe, AZ 85287 USA
机构:
Arizona State Univ, Sch Human Evolut & Social Change, Tempe, AZ 85287 USA
Los Alamos Natl Lab, Div Theoret, Ctr Nonlinear Studies & Math Modeing & Anal MS B2, Los Alamos, NM 87545 USAArizona State Univ, Sch Human Evolut & Social Change, Tempe, AZ 85287 USA
Chowell, Gerardo
;
Bettencourt, Luis M. A.
论文数: 0引用数: 0
h-index: 0
机构:
Los Alamos Natl Lab, Div Theoret, Ctr Nonlinear Studies & Math Modeing & Anal MS B2, Los Alamos, NM 87545 USA
Santa Fe Inst, Santa Fe, NM 87501 USAArizona State Univ, Sch Human Evolut & Social Change, Tempe, AZ 85287 USA
Bettencourt, Luis M. A.
;
Johnson, Niall
论文数: 0引用数: 0
h-index: 0
机构:
Australian Commiss Safety & Quality Hlth Care, Sydney, NSW 2001, AustraliaArizona State Univ, Sch Human Evolut & Social Change, Tempe, AZ 85287 USA
Johnson, Niall
;
Alonso, Wladimir J.
论文数: 0引用数: 0
h-index: 0
机构:
NCI, Fogarty Int Ctr, Bethesda, MD 20892 USAArizona State Univ, Sch Human Evolut & Social Change, Tempe, AZ 85287 USA
Alonso, Wladimir J.
;
Viboud, Cecile
论文数: 0引用数: 0
h-index: 0
机构:
NCI, Fogarty Int Ctr, Bethesda, MD 20892 USAArizona State Univ, Sch Human Evolut & Social Change, Tempe, AZ 85287 USA
机构:
Arizona State Univ, Sch Human Evolut & Social Change, Math Computat & Modeling Sci Ctr, Tempe, AZ 85287 USA
NIH, Fogarty Int Ctr, Bethesda, MD 20892 USAArizona State Univ, Sch Human Evolut & Social Change, Math Computat & Modeling Sci Ctr, Tempe, AZ 85287 USA
Chowell, Gerardo
;
Viboud, Cecile
论文数: 0引用数: 0
h-index: 0
机构:
NIH, Fogarty Int Ctr, Bethesda, MD 20892 USAArizona State Univ, Sch Human Evolut & Social Change, Math Computat & Modeling Sci Ctr, Tempe, AZ 85287 USA
Viboud, Cecile
;
Wang, Xiaohong
论文数: 0引用数: 0
h-index: 0
机构:
Arizona State Univ, Sch Human Evolut & Social Change, Math Computat & Modeling Sci Ctr, Tempe, AZ 85287 USAArizona State Univ, Sch Human Evolut & Social Change, Math Computat & Modeling Sci Ctr, Tempe, AZ 85287 USA
Wang, Xiaohong
;
Bertozzi, Stefano M.
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Evaluat Res & Surveys, Natl Inst Publ Hlth, Cuernavaca, Morelos, Mexico
Univ Calif Berkeley, Berkeley, CA 94720 USAArizona State Univ, Sch Human Evolut & Social Change, Math Computat & Modeling Sci Ctr, Tempe, AZ 85287 USA
Bertozzi, Stefano M.
;
Miller, Mark A.
论文数: 0引用数: 0
h-index: 0
机构:
NIH, Fogarty Int Ctr, Bethesda, MD 20892 USAArizona State Univ, Sch Human Evolut & Social Change, Math Computat & Modeling Sci Ctr, Tempe, AZ 85287 USA