Infection severity across scales in multi-strain immuno-epidemiological Dengue model structured by host antibody level

被引:17
|
作者
Gulbudak, Hayriye [1 ]
Browne, Cameron J. [1 ]
机构
[1] Univ Louisiana Lafayette, Math Dept, Lafayette, LA 70504 USA
基金
美国国家科学基金会;
关键词
Dengue hemorrhagic fever (DHF); Antibody dependent enhancement (ADE); Multi-scale; Immuno-epidemiological model; Size-structured partial differential equation (PDE); Invasion stability analysis; DEPENDENT ENHANCEMENT; POPULATION; DYNAMICS; EVOLUTION; RISKS;
D O I
10.1007/s00285-020-01480-3
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Infection by distinct Dengue virus serotypes and host immunity are intricately linked. In particular, certain levels of cross-reactive antibodies in the host may actually enhance infection severity leading to Dengue hemorrhagic fever (DHF). The coupled immunological and epidemiological dynamics of Dengue calls for a multi-scale modeling approach. In this work, we formulate a within-host model which mechanistically recapitulates characteristics of antibody dependent enhancement in Dengue infection. The within-host scale is then linked to epidemiological spread by a vector-host partial differential equation model structured by host antibody level. The coupling allows for dynamic population-wide antibody levels to be tracked through primary and secondary infections by distinct Dengue strains, along with waning of cross-protective immunity after primary infection. Analysis of both the within-host and between-host systems are conducted. Stability results in the epidemic model are formulated via basic and invasion reproduction numbers as a function of immunological variables. Additionally, we develop numerical methods in order to simulate the multi-scale model and assess the influence of parameters on disease spread and DHF prevalence in the population.
引用
收藏
页码:1803 / 1843
页数:41
相关论文
共 4 条