Experimental and computational analyses reveal that environmental restrictions shape HIV-1 spread in 3D cultures

Nat Commun. 2019 May 13;10(1):2144. doi: 10.1038/s41467-019-09879-3.

Abstract

Pathogens face varying microenvironments in vivo, but suitable experimental systems and analysis tools to dissect how three-dimensional (3D) tissue environments impact pathogen spread are lacking. Here we develop an Integrative method to Study Pathogen spread by Experiment and Computation within Tissue-like 3D cultures (INSPECT-3D), combining quantification of pathogen replication with imaging to study single-cell and cell population dynamics. We apply INSPECT-3D to analyze HIV-1 spread between primary human CD4 T-lymphocytes using collagen as tissue-like 3D-scaffold. Measurements of virus replication, infectivity, diffusion, cellular motility and interactions are combined by mathematical analyses into an integrated spatial infection model to estimate parameters governing HIV-1 spread. This reveals that environmental restrictions limit infection by cell-free virions but promote cell-associated HIV-1 transmission. Experimental validation identifies cell motility and density as essential determinants of efficacy and mode of HIV-1 spread in 3D. INSPECT-3D represents an adaptable method for quantitative time-resolved analyses of 3D pathogen spread.

Publication types

  • Research Support, Non-U.S. Gov't
  • Video-Audio Media

MeSH terms

  • CD4-Positive T-Lymphocytes / physiology
  • CD4-Positive T-Lymphocytes / virology*
  • Cell Movement
  • Cells, Cultured
  • Computer Simulation
  • HEK293 Cells
  • HIV-1 / pathogenicity*
  • HIV-1 / physiology
  • Healthy Volunteers
  • Humans
  • Models, Biological*
  • Primary Cell Culture / methods*
  • Virus Physiological Phenomena*