Theoretical modeling of hepatitis C acute infection in liver-humanized mice support pre-clinical assessment of candidate viruses for controlled-human-infection studies

Sci Rep. 2024 Dec 30;14(1):31826. doi: 10.1038/s41598-024-83104-0.

Abstract

Designing and carrying out a controlled human infection (CHI) model for hepatitis C virus (HCV) is critical for vaccine development. However, key considerations for a CHI model protocol include understanding of the earliest viral-host kinetic events during the acute phase and susceptibility of the viral isolate under consideration for use in the CHI model to antiviral treatment before any infections in human volunteers can take place. Humanized mouse models lack adaptive immune responses but provide a unique opportunity to obtain quantitative understanding of early HCV kinetics and develop mathematical models to further understand viral and innate immune response dynamics during acute HCV infection. We show that the models reproduce the measured HCV kinetics in humanized mice, which are consistent with early acute HCV-host dynamics in immunocompetent chimpanzees. Our findings suggest that humanized mice are well-suited to support development of a CHI model. In-silico and in-vivo modeling estimates provide a starting point to characterize candidate viruses for testing in CHI model studies.

Keywords: Agent-based modeling; Controlled human infection model; Hepatitis C virus; Liver-humanized mouse model; Ordinary differential equations.

MeSH terms

  • Animals
  • Disease Models, Animal*
  • Hepacivirus* / physiology
  • Hepatitis C* / immunology
  • Hepatitis C* / virology
  • Humans
  • Liver / virology
  • Mice
  • Models, Theoretical
  • Pan troglodytes / virology