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莱姆病传播动力学建模:多种传播媒介、季节性及媒介流动性

Modeling transmission dynamics of lyme disease: Multiple vectors, seasonality, and vector mobility.

作者信息

Nguyen Aileen, Mahaffy Joseph, Vaidya Naveen K

机构信息

Department of Mathematics and Statistics, San Diego State University, California, 92182, USA.

Computational Science Research Center, San Diego State University, California, 92182, USA.

出版信息

Infect Dis Model. 2019 Mar 28;4:28-43. doi: 10.1016/j.idm.2019.03.001. eCollection 2019.

Abstract

Lyme disease is the most prevalent tick-borne disease in the United States, which humans acquire from an infected tick of the genus Ixodes (primarily ). While previous studies have provided useful insights into various aspects of Lyme disease, the tick's host preference in the presence of multiple hosts has not been considered in the existing models. In this study, we develop a transmission dynamics model that includes the interactions between the primary vectors involved: blacklegged ticks (), white-footed mice (), and white-tailed deer (). Our model shows that the presence of multiple vectors may have a significant impact on the dynamics and spread of Lyme disease. Based on our model, we also calculate the basic reproduction number, , a threshold value that predicts whether a disease exists or dies out. Subsequent extensions of the model consider seasonality of the tick's feeding period and mobility of deer between counties. Our results suggest that a longer tick peak feeding period results in a higher infection prevalence. Moreover, while the deer mobility may not be a primary factor for short-term emergence of Lyme disease epidemics, in the long-run it can significantly contribute to local infectiousness in neighboring counties, which eventually reach the endemic steady state.

摘要

莱姆病是美国最常见的蜱传疾病,人类通过感染的硬蜱属蜱虫(主要是)感染。虽然先前的研究对莱姆病的各个方面提供了有用的见解,但现有模型尚未考虑在存在多种宿主的情况下蜱虫的宿主偏好。在本研究中,我们开发了一个传播动力学模型,该模型包括主要相关媒介之间的相互作用:黑脚蜱()、白足鼠()和白尾鹿()。我们的模型表明,多种媒介的存在可能对莱姆病的动态和传播产生重大影响。基于我们的模型,我们还计算了基本再生数,,这是一个预测疾病是否存在或灭绝的阈值。该模型的后续扩展考虑了蜱虫进食期的季节性以及鹿在各县之间的移动性。我们的结果表明,蜱虫的高峰进食期越长,感染率越高。此外,虽然鹿的移动性可能不是莱姆病短期流行的主要因素,但从长远来看,它可以显著促进邻近县的局部传染性,最终达到地方病稳定状态。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8ea4/6453107/067bc358fd7d/gr1.jpg

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