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arXiv 2609.13668q-bio.PEmath.DS

基本再生数 $R_0$ 在房室疾病模型中的结构

Structures of the Basic Reproduction Number $R_0$ Across Compartmental Disease Models

  • University of Texas at San Antonio(圣安东尼奥德克萨斯大学)
  • University of California, Berkeley(加州大学伯克利分校)
  • Saint Mary’s Hall(圣玛丽学院)

机构由 AI 辅助整理,请以论文原文为准。

Zhuolin Qu, Abhi Ashwath

AI总结:

本文提出基本再生数 $R_0$ 的结构分类法,涵盖多种传播特征的房室模型,通过下一代矩阵法推导并解释其代数形式,统一不同推导,兼具研究综述与教学参考价值。

AI中文摘要:

基本再生数 $R_0$ 是数学流行病学中的核心无量纲量,它刻画了疾病暴发的阈值和流行病的早期增长率。在不同传播机制的模型中,$R_0$ 的代数形式差异很大,对其解释可以进一步提供关于传播动态和疾病干预的生物学见解。我们针对涵盖一系列疾病传播特征的房室常微分方程模型,提出了 $R_0$ 的结构分类法,这些特征包括分期进展、差异感染性、竞争菌株、媒介传播、性传播感染、反复感染、母体传播和基因驱动遗传。对于每个结构类别,我们提供了一个实例,通过下一代矩阵方法推导 $R_0$,并根据潜在传播途径解释所得代数表达式。通过将不同的推导统一在单一结构框架下,我们阐明了特定代数形式的 $R_0$ 何时以及为何出现。本综述既作为研究综合,也作为面向进入该领域的学生和研究人员的自成体系的教学参考。

英文摘要:

The basic reproduction number $R_0$ is the central dimensionless quantity in mathematical epidemiology, characterizing the threshold for disease outbreak and the early growth rate of an epidemic. The algebraic form of $R_0$ varies widely across models of distinct transmission mechanisms, and its interpretation can yield further biological insight into transmission dynamics and disease intervention. We present a structural taxonomy of $R_0$ for compartmental ordinary differential equation models spanning a range of disease transmission features, including staged progression, differential infectivity, competing strains, vector-borne transmission, sexually transmitted infection, recurrent infection, maternal transmission, and gene drive inheritance. For each structural class, we provide a worked example, deriving $R_0$ via the next-generation matrix approach and interpreting the resulting algebraic expression in terms of the underlying transmission pathway. By unifying disparate derivations under a single structural framework, we clarify when and why particular algebraic forms of $R_0$ arise. This review serves both as a research synthesis and as a self-contained pedagogical reference for students and researchers entering the field.

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