网络结构的异质性改变了传染病的主要传播方式
Pratyush K Kollepara1, Rebecca H Chisholm1,2, Joel C Miller1
1Department of Mathematical and Physical Sciences, La Trobe University, Plenty Rd and Kingsbury Dr, Melbourne, 3086 VIC, Australia.
PNAS nexus
|August 3, 2023
概括
像mopox这样的新兴疾病可以改变传播方式. 我们的模型表明,性传播可能会被随意接触所超越,即使随意传播很低,也会影响干预策略.
科学领域:
- 流行病学 流行病学
- 数学建模的数学建模
- 传染病的动态传染病的动态.
背景情况:
- 新出现的传染病,如埃博拉,寨卡和mopox,可以通过各种途径传播.
- 最近的mopox爆发表明性接触是主要的传播方式.
- 了解传播动态对于有效的公共卫生干预至关重要.
研究的目的:
- 调查双性和非性传播途径疾病传播方式的潜在转变.
- 分析最初的主导性传播如何被随意传播所取代.
- 评估早期疾病动态对干预策略的影响.
主要方法:
- 利用类似SIR的隔间模型来模拟疾病的传播.
- 包括性传播和非性传播传播途径的参数.
- 分析模型输出,以识别随着时间的推移,主导传输模式的变化.
主要成果:
- 该模型表明,性传播可以过渡到比随意传播少占主导地位.
- 这种转变甚至可以发生在基本的随机繁殖数量低于1时.
- 仅基于最初的传播模式的早期干预策略可能是不够的.
结论:
- 疾病传播方式不是静态的,可以随着时间的推移而演变.
- 干预策略必须考虑到从性传播到随意传播的潜在转变.
- 仅仅依靠早期爆发数据,就可能导致对像mopox.com这样的疾病的公共卫生反应不足.
关键词:
不同质的传输方式.通过多种传输路径.公共卫生干预是指公共卫生干预.性传播感染性传播感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性感染性更多相关视频
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