Related Experiment Video
Updated: May 7, 2026

Author Spotlight: Advanced Enteroid Model for Studying Host-Pathogen Interactions
Published on: April 5, 2024
From Trait-Structured Within-Host Dynamics to SIR Models: A Multiscale Framework With Re-Exposure
1Department of Mathematics, University of British Columbia, Vancouver, BC, V6T 1Z2, Canada.
Abstract:
We present a threshold-based multiscale framework that links mechanistic within-host infection dynamics to a structured, SIR-like population model. Starting from a two-variable system for pathogen load and immune response that includes inoculum (Allee-like) thresholds and nonlinear immune activation, we derive mapping rules that classify continuous trajectories into four states: susceptible (S), infected with low immune protection ( ), infected with high immune protection ( ), and recovered (R). Here, "infected" refers to individuals with a detectable pathogen load. Unlike previous multiscale approaches, our framework integrates both scales into a single system: population compartments emerge by direct projection of within-host trajectories, avoiding ad hoc linking functions. We derive a next-generation operator for trait-structured re-exposure (local vs. global mixing) and an explicit expression for under global mixing. Simulations reveal sharp clearance-persistence transitions driven by inoculum size and immune trait, and an emergent cascade. Under sharp thresholds and activation, chronic within-host equilibria can sustain infection even when , producing backward-bifurcation-like behavior at the population level. The framework provides a consistent route from immunological heterogeneity to epidemic indicators, with implications for identifying chronic reservoirs, interpreting dose-response data, and estimating control thresholds directly from within-host measurements.
More Related Videos
12:21A Mouse Model for the Transition of Streptococcus pneumoniae from Colonizer to Pathogen upon Viral Co-Infection Recapitulates Age-Exacerbated Illness
Published on: September 28, 2022
08:12Use of the EpiAirway Model for Characterizing Long-term Host-pathogen Interactions
Published on: September 2, 2011
Related Concept Videos
Multicompartment Models: Overview
These models offer a more comprehensive representation of drug behavior in the body than one-compartment models. They accommodate the complexity of drug distribution,...
Mechanistic Models: Compartment Models in Individual and Population Analysis
Model Approaches for Pharmacokinetic Data: Distributed Parameter Models
The distributed parameter models are specifically designed to account for variations and differences in some drug classes. This model is particularly useful for assessing regional concentrations of anticancer or...
Multiple Allele Traits
Evolution of New Traits in Microbes
Pharmacodynamic Models: Direct Effect Model and Indirect Response Model