Model-driven approaches for in vitro combination therapy using ONYX-015 replicating oncolytic adenovirus.
Replicating genetically modified adenoviruses have shown promise as a new treatment approach against cancer. Recombinant adenoviruses replicate only in cancer cells which contain certain mutations, such as the loss of functional p53, as is the case in the virus ONYX-015. The successful entry of the viral particle into target cells is strongly dependent on the presence of the main receptor for adenovirus, the coxsackie- and adenovirus receptor (CAR). This receptor is frequently down-regulated in highly malignant cells, rendering this population less vulnerable to viral attack. It has been shown that the use of MEK inhibitors can up-regulate CAR expression, resulting in enhanced adenovirus entry into the cells. However, inhibition of MEK results in G1 cell cycle arrest, rendering infected cells temporarily unable to produce virus. This forces a tradeoff. While drug mediated up-regulation of CAR enhances virus entry into cancer cells, the consequent cell cycle arrest inhibits production of new virus particles and the replication of the virus. Optimal control-based schedules of MEK inhibitor application should increase the efficacy of this treatment, maximizing the overall tumor toxicity by exploiting the dynamics of CAR expression and viral production. We introduce a mathematical model of these dynamics and show simple optimal control based strategies which motivate this approach.
Zurakowski
Ryan
R
Department of Electrical and Computer Engineering, 140 Evans Hall, University of Delaware, Newark, DE 19716, USA. ryanz@ece.udel.edu
Wodarz
Dominik
D
D000256:Adenoviridae / Q000235:genetics*; D000970:Antineoplastic Agents / Q000627:therapeutic use*; D002453:Cell Cycle / Q000235:genetics; D003131:Combined Modality Therapy / Q000379:methods; D062727:Coxsackie and Adenovirus Receptor-Like Membrane Protein; D004357:Drug Synergism; D015316:Genetic Therapy / Q000379:methods; D006801:Humans; D008433:Mathematics; D020928:Mitogen-Activated Protein Kinases / Q000037:antagonists & inhibitors*; D008954:Models, Biological; D009369:Neoplasms / Q000188:drug therapy / Q000235:genetics / Q000628:therapy*; D011991:Receptors, Virus / Q000235:genetics; D011995:Recombination, Genetic / Q000235:genetics; D014765:Viral Vaccines; D014779:Virus Replication / Q000235:genetics
D000970:Antineoplastic Agents; C568771:CLMP protein, human; D062727:Coxsackie and Adenovirus Receptor-Like Membrane Protein; D011991:Receptors, Virus; D014765:Viral Vaccines; C464532:dl1520; D020928:Mitogen-Activated Protein Kinases