Speeding up disease extinction with a limited amount of vaccine

被引:26
作者
Khasin, M. [1 ]
Dykman, M. I. [1 ]
Meerson, B. [2 ]
机构
[1] Michigan State Univ, Dept Phys & Astron, E Lansing, MI 48824 USA
[2] Hebrew Univ Jerusalem, Racah Inst Phys, IL-91904 Jerusalem, Israel
来源
PHYSICAL REVIEW E | 2010年 / 81卷 / 05期
关键词
FLUCTUATIONS; ESCAPE; DIFFUSION; RATES;
D O I
10.1103/PhysRevE.81.051925
中图分类号
O35 [流体力学]; O53 [等离子体物理学];
学科分类号
070204 ; 080103 ; 080704 ;
摘要
We consider optimal vaccination protocol where the vaccine is in short supply. In this case, the endemic state remains dynamically stable; disease extinction happens at random and requires a large fluctuation, which can come from the intrinsic randomness of the population dynamics. We show that vaccination can exponentially increase the disease extinction rate. For a time-periodic vaccination with fixed average rate, the optimal vaccination protocol is model independent and presents a sequence of short pulses. The effect can be resonantly enhanced if the vaccination pulse period coincides with the characteristic period of the disease dynamics or its multiples. This resonant effect is illustrated using a simple epidemic model. The analysis is based on the theory of fluctuation-induced population extinction in periodically modulated systems that we develop. If the system is strongly modulated (for example, by seasonal variations) and vaccination has the same period, the vaccination pulses must be properly synchronized; a wrong vaccination phase can impede disease extinction.
引用
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页数:11
相关论文
共 43 条
[1]  
ANDERSON R M, 1991
[2]  
ANDERSSON T, 2000, LECT NOTES STAT, V151
[3]  
ASSAF M, ARXIV10031019
[4]   Spectral theory of metastability and extinction in birth-death systems [J].
Assaf, Michael ;
Meerson, Baruch .
PHYSICAL REVIEW LETTERS, 2006, 97 (20)
[5]   Extinction of metastable stochastic populations [J].
Assaf, Michael ;
Meerson, Baruch .
PHYSICAL REVIEW E, 2010, 81 (02)
[6]   Spectral theory of metastability and extinction in a branching-annihilation reaction [J].
Assaf, Michael ;
Meerson, Baruch .
PHYSICAL REVIEW E, 2007, 75 (03)
[7]   Population extinction in a time-modulated environment [J].
Assaf, Michael ;
Kamenev, Alex ;
Meerson, Baruch .
PHYSICAL REVIEW E, 2008, 78 (04)
[8]  
Bartlett M.S., 1960, Stochastic Population Models in Ecology and Epidemiology
[9]   Extinction times for birth-death processes: Exact results, continuum asymptotics, and the failure of the Fokker-Planck approximation [J].
Doering, CR ;
Sargsyan, KV ;
Sander, LM .
MULTISCALE MODELING & SIMULATION, 2005, 3 (02) :283-299
[10]   STATIONARY PROBABILITY-DISTRIBUTION NEAR STABLE LIMIT-CYCLES FAR FROM HOPF-BIFURCATION POINTS [J].
DYKMAN, M ;
CHU, XL ;
ROSS, J .
PHYSICAL REVIEW E, 1993, 48 (03) :1646-1654