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噪声、非线性与季节性:重温百日咳流行情况

Noise, nonlinearity and seasonality: the epidemics of whooping cough revisited.

作者信息

Nguyen Hanh T H, Rohani Pejman

机构信息

Odum School of Ecology, University of Georgia, Athens, GA 30602-2202, USA.

出版信息

J R Soc Interface. 2008 Apr 6;5(21):403-13. doi: 10.1098/rsif.2007.1168.

Abstract

Understanding the mechanisms that generate oscillations in the incidence of childhood infectious diseases has preoccupied epidemiologists and population ecologists for nearly two centuries. This body of work has generated simple yet powerful explanations for the epidemics of measles and chickenpox, while the dynamics of other infectious diseases, such as whooping cough, have proved more challenging to decipher. A number of authors have, in recent years, proposed that the noisy and somewhat irregular epidemics of whooping cough may arise due to stochasticity and its interaction with nonlinearity in transmission and seasonal variation in contact rates. The reason underlying the susceptibility of whooping cough dynamics to noise and the precise nature of its transient dynamics remain poorly understood. Here we use household data on the incubation period in order to parametrize more realistic distributions of the latent and infectious periods. We demonstrate that previously reported phenomena result from transients following the interaction between the stable annual attractor and unstable multiennial solutions.

摘要

近两个世纪以来,了解引发儿童传染病发病率波动的机制一直是流行病学家和种群生态学家关注的焦点。这项工作为麻疹和水痘的流行提供了简单而有力的解释,而其他传染病(如百日咳)的动态变化则更具挑战性,难以解读。近年来,一些作者提出,百日咳嘈杂且有些不规则的流行可能是由于随机性及其与传播中的非线性以及接触率季节性变化的相互作用所致。百日咳动态对噪声敏感的潜在原因及其瞬态动力学的精确性质仍知之甚少。在此,我们利用关于潜伏期的家庭数据,以便对潜伏期和传染期更现实的分布进行参数化。我们证明,先前报道的现象是稳定的年度吸引子与不稳定的多年期解相互作用后的瞬态结果。

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