Oncolytic virus therapy benefits from control theory

Anet J N Anelone1, María F Villa-Tamayo2, Pablo S Rivadeneira2

  • 1School of Mathematics and Statistics, The University of Sydney, Camperdown, New South Wales 2006, Australia.

Royal Society Open Science
|September 3, 2020
PubMed

Insights

Mathematical modeling and control theory reveal that at least three viral injections are needed for effective oncolytic virus therapy. This approach optimizes viral dosage for improved tumor regression and treatment robustness.

Area of Science:

  • Oncology
  • Virology
  • Control Theory
  • Mathematical Biology

Background:

  • Oncolytic virus therapy utilizes viruses to selectively destroy cancer cells.
  • Optimizing treatment protocols, including viral dose and schedule, is crucial for effective tumor eradication.
  • Mathematical modeling aids in understanding and predicting the outcomes of oncolytic virus therapy.

Purpose of the Study:

  • To apply control theory to a mathematical model of oncolytic virus therapy.
  • To determine optimal viral injection strategies for tumor regression.
  • To enhance the efficiency and robustness of oncolytic virus treatments.

Main Methods:

  • Development and analysis of a mathematical model for oncolytic virus therapy.
  • Application of control theory, including impulsive control and state feedback control.
  • In silico evaluation of the proposed control strategy using parameters from experimental data.

Main Results:

  • Control analysis indicates a minimum of three viral injections are necessary for tumor control.
  • An impulsive control strategy with integral action and state feedback was developed.
  • In silico simulations demonstrated that feedback control optimizes viral dosage for improved tumor regression and robustness.

Conclusions:

  • Control theory offers significant theoretical and practical benefits for advancing oncolytic virus therapy.
  • The proposed feedback control strategy can lead to more efficient and personalized viral dosing.
  • This approach has the potential to improve treatment outcomes compared to previous protocols.

Related Concept Videos

Cancer Therapies02:49

Cancer Therapies

Cancer therapies are various modes of treatment, such as surgery, radiation therapy, and chemotherapy that are administered to cancer patients.
However, cancer treatments can pose several challenges, as therapies used to kill cancer cells are generally also toxic to normal cells. Moreover, cancer cells mutate rapidly and can develop resistance to chemical agents or radiation therapy. Besides, all types of cancer cells may not respond to the same therapy. Some cancer cells respond to one...
9.7K
Tumor Immunotherapy01:27

Tumor Immunotherapy

Immunotherapy is a treatment that boosts or manipulates the immune system to fight diseases, including cancer. For instance, by stimulating an immune response through vaccinations against viruses that cause cancers, like hepatitis B virus and human papillomavirus, these diseases can be prevented. Nonetheless, some cancer cells can avoid the immune system due to their rapid mutation and division. The immune response to many cancers involves three phases: elimination, equilibrium, and escape.
1.5K
Cancer Vaccines01:30

Cancer Vaccines

Cancer treatment vaccines are a rapidly evolving field that offers a promising approach to immunotherapy. Unlike traditional vaccines that prevent diseases, cancer treatment vaccines are designed to treat existing cancers by stimulating the immune system to recognize and attack cancer cells.
Cancer vaccines come in two categories: preventive (prophylactic) and treatment (active). Preventive vaccines, such as the Human Papillomavirus (HPV) vaccine, protect against viruses that cause certain...
857
Targeted Cancer Therapies02:57

Targeted Cancer Therapies

The targeted cancer therapies, also known as “molecular targeted therapies,” take advantage of the molecular and genetic differences between the cancer cells and the normal cells. It needs a thorough understanding of the cancer cells to develop drugs that can target specific molecular aspects that drive the growth, progression, and spread of cancer cells without affecting the growth and survival of other normal cells in the body.
There are several types of targeted therapies against...
8.5K
Microorganisms in Medicine and Therapeutics01:29

Microorganisms in Medicine and Therapeutics

Microorganisms play a fundamental role in vaccine development, gene therapy, and therapeutic production. Their biological properties are harnessed to advance medicine and public health. Beyond immunization, microorganisms contribute to gut health, antibiotic synthesis, and genetic disease treatment.Live Attenuated and Inactivated VaccinesLive attenuated vaccines, such as the measles, mumps, and rubella (MMR) vaccine, utilize weakened forms of pathogens to closely resemble natural infections.
753
Cytotoxic T Cells-mediated Immune Response01:27

Cytotoxic T Cells-mediated Immune Response

Cytotoxic T cells are a vital component of the immune system. They have the remarkable ability to identify and target antigens on infected or abnormal cells. These antigens often originate from intracellular pathogens such as viruses or abnormal proteins cancer cells produce.
Immunological surveillance is the ability of immune cells to monitor and eliminate infected cells with intracellular pathogens, neoplastically transformed cells, and cells with non-self antigens. Cytotoxic T cells and NK...
6.2K