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The risk matrix of vector-borne diseases in metapopulation networks and its relation with local and global R_0

机译:传播网络中媒介传播疾病的风险矩阵及其与本地和全球R_0的关系

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The basic reproduction number R-0 is an index worldwide commonly used by public health organizations as a key estimator of the severity of a given epidemic. In this work we use a Lagrangian approach to model vector-borne diseases (SIR-SI) into a metapopulation network in order to derive an expression of the basic reproduction number and we analyze its dependency on human mobility. We prove that this index can be computed by evaluating the spectral radius of the risk matrix W, whose entries W-ij are the number of secondary cases in patch j produced by the inclusion of a single infected human in patch i. Based on the risk matrix, we propose a risk index which locally describes the epidemic vulnerability, while R-0 give us an estimation of the global vulnerability. Further, we numerically analyze the effect of human mobility over the values of R-0 in a system composed of two and three patches, and for a network connected in a star topology configuration. (C) 2018 Elsevier B.V. All rights reserved.
机译:基本繁殖数R-0是全世界范围内的索引,公共卫生组织普遍使用该指数作为特定流行病严重程度的关键估计值。在这项工作中,我们使用拉格朗日方法将媒介传播的疾病(SIR-SI)建模为一个亚种群网络,以表达基本繁殖数量的表达,并分析其对人类活动能力的依赖性。我们证明可以通过评估风险矩阵W的光谱半径来计算该指数,风险矩阵W的条目W-ij是补丁i中包含单个感染人而产生的补丁j中继发病例的数量。基于风险矩阵,我们提出了一个风险指数,该指数局部描述了该流行病的脆弱性,而R-0则为我们提供了对全球脆弱性的估计。此外,我们在由两个和三个补丁组成的系统中,以及以星形拓扑结构连接的网络上,数值分析了人类活动对R-0值的影响。 (C)2018 Elsevier B.V.保留所有权利。

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