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Paramyxoviruses for Tumor-targeted Immunomodulation: Design and Evaluation Ex Vivo
Published on: January 7, 2019
A dynamical systems model for combinatorial cancer therapy enhances oncolytic adenovirus efficacy by MEK-inhibition
Neda Bagheri1, Marisa Shiina, Douglas A Lauffenburger
1Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America.
Abstract:
Oncolytic adenoviruses, such as ONYX-015, have been tested in clinical trials for currently untreatable tumors, but have yet to demonstrate adequate therapeutic efficacy. The extent to which viruses infect targeted cells determines the efficacy of this approach but many tumors down-regulate the Coxsackievirus and Adenovirus Receptor (CAR), rendering them less susceptible to infection. Disrupting MAPK pathway signaling by pharmacological inhibition of MEK up-regulates CAR expression, offering possible enhanced adenovirus infection. MEK inhibition, however, interferes with adenovirus replication due to resulting G1-phase cell cycle arrest. Therefore, enhanced efficacy will depend on treatment protocols that productively balance these competing effects. Predictive understanding of how to attain and enhance therapeutic efficacy of combinatorial treatment is difficult since the effects of MEK inhibitors, in conjunction with adenovirus/cell interactions, are complex nonlinear dynamic processes. We investigated combinatorial treatment strategies using a mathematical model that predicts the impact of MEK inhibition on tumor cell proliferation, ONYX-015 infection, and oncolysis. Specifically, we fit a nonlinear differential equation system to dedicated experimental data and analyzed the resulting simulations for favorable treatment strategies. Simulations predicted enhanced combinatorial therapy when both treatments were applied simultaneously; we successfully validated these predictions in an ensuing explicit test study. Further analysis revealed that a CAR-independent mechanism may be responsible for amplified virus production and cell death. We conclude that integrated computational and experimental analysis of combinatorial therapy provides a useful means to identify treatment/infection protocols that yield clinically significant oncolysis. Enhanced oncolytic therapy has the potential to dramatically improve non-surgical cancer treatment, especially in locally advanced or metastatic cases where treatment options remain limited.
Insights
Combining MEK inhibitors with oncolytic adenoviruses, like ONYX-015, can improve cancer treatment. Simultaneous application enhances viral infection and tumor cell death, offering a promising strategy for difficult-to-treat cancers.
Area of Science:
- Oncology
- Virology
- Computational Biology
Background:
- Oncolytic adenoviruses show limited efficacy due to low tumor cell susceptibility, often caused by down-regulated Coxsackievirus and Adenovirus Receptor (CAR).
- MEK inhibitors can up-regulate CAR, potentially enhancing adenovirus infection, but also cause cell cycle arrest, hindering viral replication.
Purpose of the Study:
- To investigate and predict optimal combinatorial treatment strategies for oncolytic adenovirus therapy using mathematical modeling.
- To balance the competing effects of MEK inhibition on CAR expression and adenovirus replication for enhanced therapeutic efficacy.
Main Methods:
- Developed and utilized a nonlinear differential equation mathematical model to simulate the effects of MEK inhibition on tumor cell proliferation, ONYX-015 infection, and oncolysis.
- Fitted the model to experimental data and analyzed simulations to identify favorable treatment strategies.
- Validated model predictions through experimental studies.
Main Results:
- Simulations predicted enhanced combinatorial therapy efficacy when MEK inhibitors and ONYX-015 were applied simultaneously.
- Experimental validation confirmed the predicted enhancement of combinatorial treatment.
- Identified a potential CAR-independent mechanism contributing to increased virus production and cell death.
Conclusions:
- Integrated computational and experimental analysis is effective for identifying optimal treatment protocols for oncolytic virotherapy.
- Simultaneous administration of MEK inhibitors and oncolytic adenoviruses can yield clinically significant oncolysis.
- This approach holds potential for improving non-surgical cancer treatment, particularly for advanced or metastatic cancers.
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