Application of control theory in a delayed-infection and immune-evading oncolytic virotherapy

Taeyong Lee, Adrianne L. Jenner, Peter S. Kim, Jeehyun Lee

Research output: Contribution to journalArticlepeer-review

11 Citations (Scopus)

Abstract

Oncolytic virotherapy is a promising cancer treatment that harnesses the power of viruses. Through genetic engineering, these viruses are cultivated to infect and destroy cancer cells. While this therapy has shown success in a range of clinical trials, an open problem in the field is to determine more effective perturbations of these viruses. In this work, we use a controlled therapy approach to determine the optimal treatment protocol for a delayed infection from an immune-evading, coated virus. We derive a system of partial differential equations to model the interaction between a growing tumour and this coated oncolytic virus. Using this system, we show that viruses with inhibited viral clearance and infectivity are more effective than uncoated viruses. We then consider a hierarchical level of coating that degrades over time and determine a nontrivial initial distribution of coating levels needed to produce the lowest tumour volume. Interestingly, we find that a bimodal mixture of thickly coated and thinly coated virus is necessary to achieve a minimum tumour size. Throughout this article we also consider the effects of immune clearance of the virus. We show how different immune responses instigate significantly different treatment outcomes.

Original languageEnglish
Pages (from-to)2361-2383
Number of pages23
JournalMathematical Biosciences and Engineering
Volume17
Issue number3
DOIs
Publication statusPublished - 2020 Feb 12

Bibliographical note

Publisher Copyright:
© 2020 the Author(s), licensee AIMS Press. This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0)

All Science Journal Classification (ASJC) codes

  • Modelling and Simulation
  • General Agricultural and Biological Sciences
  • Computational Mathematics
  • Applied Mathematics

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