| Literature DB >> 34219864 |
Liming Cai1, Zhaoqing Li1, Chayu Yang2, Jin Wang2.
Abstract
In this paper, a multi-scale mathematical model for environmentally transmitted diseases is proposed which couples the pathogen-immune interaction inside the human body with the disease transmission at the population level. The model is based on the nested approach that incorporates the infection-age-structured immunological dynamics into an epidemiological system structured by the chronological time, the infection age and the vaccination age. We conduct detailed analysis for both the within-host and between-host disease dynamics. Particularly, we derive the basic reproduction number R 0 for the between-host model and prove the uniform persistence of the system. Furthermore, using carefully constructed Lyapunov functions, we establish threshold-type results regarding the global dynamics of the between-host system: the disease-free equilibrium is globally asymptotically stable when R 0 < 1, and the endemic equilibrium is globally asymptotically stable when R 0 > 1. We explore the connection between the within-host and between-host dynamics through both mathematical analysis and numerical simulation. We show that the pathogen load and immune strength at the individual level contribute to the disease transmission and spread at the population level. We also find that, although the between-host transmission risk correlates positively with the within-host pathogen load, there is no simple monotonic relationship between the disease prevalence and the individual pathogen load.Entities:
Keywords: 35B35; 35Q92; 92D30; cholera; global stability; multi-scale modeling; uniform persistence
Year: 2020 PMID: 34219864 PMCID: PMC8248274 DOI: 10.1016/j.apm.2020.05.022
Source DB: PubMed Journal: Appl Math Model ISSN: 0307-904X Impact factor: 5.129