Effects of CCN1 and Macrophage Content on Glioma Virotherapy: A Mathematical Model

Karly Jacobsen, Luke Russell, Balveen Kaur, Avner Friedman

Research output: Contribution to journalArticlepeer-review

11 Scopus citations

Abstract

Oncolytic virus (OV) is a genetically engineered virus that can selectively replicate in and kill tumor cells while not harming normal cells. OV therapy has been explored as a treatment for numerous cancers including glioblastoma, an aggressive and devastating brain tumor. Experiments show that extracellular matrix protein CCN1 limits OV therapy of glioma by orchestrating an antiviral response and enhancing the proinflammatory activation and migration of macrophages. Neutralizing CCN1 by antibody has been demonstrated to improve OV spread and tends to increase the time to disease progression. In this paper, we develop a mathematical model to investigate the effects of CCN1 on the treatment of glioma with oncolytic herpes simplex virus. We show that numerical simulations of the model are in agreement with the experimental results and then use the model to explore the anti-tumor effects of combining antibodies with OV therapy. Model simulations suggest that the macrophage content of the tumor is a critical factor to the success of OV therapy and to the reduction in tumor volume gained with the CCN1 antibody.

Original languageEnglish (US)
Pages (from-to)984-1012
Number of pages29
JournalBulletin of Mathematical Biology
Volume77
Issue number6
DOIs
StatePublished - Jun 19 2015
Externally publishedYes

Keywords

  • Anti-tumor
  • CCN1
  • Macrophage content
  • Mathematical model
  • Oncolytic virus

ASJC Scopus subject areas

  • General Neuroscience
  • Immunology
  • General Mathematics
  • General Biochemistry, Genetics and Molecular Biology
  • General Environmental Science
  • Pharmacology
  • General Agricultural and Biological Sciences
  • Computational Theory and Mathematics

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