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

J Math Biol. 2020 May;80(6):1803-1843. doi: 10.1007/s00285-020-01480-3. Epub 2020 Mar 10.

Abstract

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.

Keywords: Antibody dependent enhancement (ADE); Dengue hemorrhagic fever (DHF); Immuno-epidemiological model; Invasion stability analysis; Multi-scale; Size-structured partial differential equation (PDE).

Publication types

  • Research Support, Non-U.S. Gov't
  • Research Support, U.S. Gov't, Non-P.H.S.

MeSH terms

  • Animals
  • Antibodies, Viral / metabolism
  • Antibody-Dependent Enhancement
  • Basic Reproduction Number / statistics & numerical data
  • Coinfection / epidemiology
  • Coinfection / immunology
  • Computer Simulation
  • Cross Reactions
  • Dengue / epidemiology*
  • Dengue / immunology*
  • Dengue / transmission
  • Dengue Virus / classification
  • Dengue Virus / immunology*
  • Host Microbial Interactions / immunology
  • Humans
  • Mathematical Concepts
  • Models, Immunological*
  • Mosquito Vectors / virology
  • Severity of Illness Index

Substances

  • Antibodies, Viral