Suppr超能文献

具有间接传播链路和有限接触信息的动态网络上的疫苗接种策略。

Vaccination strategies on dynamic networks with indirect transmission links and limited contact information.

机构信息

Data61, CSIRO, Brisbane, Australia.

Macquarie University, Sydney, Australia.

出版信息

PLoS One. 2020 Nov 12;15(11):e0241612. doi: 10.1371/journal.pone.0241612. eCollection 2020.

Abstract

Infectious diseases are still a major global burden for modern society causing 13 million deaths annually. One way to reduce the morbidity and mortality rates from infectious diseases is through pre-emptive or targeted vaccinations. Current theoretical vaccination strategies based on contact networks, however, rely on highly specific individual contact information which is difficult and costly to obtain, in order to identify influential spreading individuals. Current approaches also focus only on direct contacts between individuals for spreading, and disregard indirect transmission where a pathogen can spread between one infected individual and one susceptible individual who visit the same location within a short time-frame without meeting. This paper presents a novel vaccination strategy which relies on coarse-grained contact information, both direct and indirect, that can be easily and efficiently collected. Rather than tracking exact contact degrees of individuals, our strategy uses the types of places people visit to estimate a range of contact degrees for individuals, considering both direct and indirect contacts. We conduct extensive computer simulations to evaluate the performance of our strategy in comparison to state-of-the-art vaccination strategies. Results show that, when considering indirect links, our lower cost vaccination strategy achieves comparable performance to the contact-degree based approach and outperforms other existing strategies without requiring over-detailed information.

摘要

传染病仍然是现代社会的一个主要全球负担,每年导致 1300 万人死亡。减少传染病发病率和死亡率的一种方法是通过预防性或有针对性的疫苗接种。然而,目前基于接触网络的理论疫苗接种策略依赖于高度特定的个人接触信息,这些信息很难且昂贵获得,以便识别有影响力的传播个体。目前的方法也只关注个体之间的直接接触传播,而忽略了间接传播,即病原体可以在短时间内通过同一地点传播给一个受感染的个体和一个易感的个体,而无需接触。本文提出了一种新的疫苗接种策略,该策略依赖于可以轻松高效收集的粗粒度的直接和间接接触信息。我们的策略不是跟踪个体的确切接触程度,而是使用人们访问的地点类型来估计个体的接触程度范围,同时考虑直接和间接接触。我们进行了广泛的计算机模拟,以评估我们的策略与最先进的疫苗接种策略相比的性能。结果表明,当考虑间接联系时,我们的低成本疫苗接种策略在性能上与基于接触程度的方法相当,并且优于其他不需要详细信息的现有策略。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/73c7/7660487/cf58c447953b/pone.0241612.g001.jpg

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验