6533b85efe1ef96bd12bfd04
RESEARCH PRODUCT
Monitoring noise-resonant effects in cancer growth influenced by external fluctuations and periodic treatment
Bernardo SpagnoloAnna Ochab-marcinekAlessandro FiasconaroEwa Gudowska-nowaksubject
Physicsresonant effects in cancerBistabilityPerturbation (astronomy)Tumor therapyFOS: Physical sciencesExternal noiseCondensed Matter PhysicsImmune surveillancePhysics - Medical PhysicsElectronic Optical and Magnetic MaterialsQuantitative Biology::Cell BehaviorExtinction timeStochastic differential equationBiological Physics (physics.bio-ph)Host organismStatistical physicsPhysics - Biological PhysicsMedical Physics (physics.med-ph)description
In the paper we investigate a mathematical model describing the growth of tumor in the presence of immune response of a host organism. The dynamics of tumor and immune cells is based on the generic Michaelis-Menten kinetics depicting interaction and competition between the tumor and the immune system. The appropriate phenomenological equation modeling cell-mediated immune surveillance against cancer is of the predator-prey form and exhibits bistability within a given choice of the immune response-related parameters. Under the influence of weak external fluctuations, the model may be analyzed in terms of a stochastic differential equation bearing the form of an overdamped Langevin-like dynamics in the external quasi-potential represented by a double well. We analyze properties of the system within the range of parameters for which the potential wells are of the same depth and when the additional perturbation, modeling a periodic treatment, is insufficient to overcome the barrier height and to cause cancer extinction. In this case the presence of a small amount of noise can positively enhance the treatment, driving the system to a state of tumor extinction. On the other hand, however, the same noise can give rise to return effects up to a stochastic resonance behavior. This observation provides a quantitative analysis of mechanisms responsible for optimization of periodic tumor therapy in the presence of spontaneous external noise. Studying the behavior of the extinction time as a function of the treatment frequency, we have also found the typical resonant activation effect: For a certain frequency of the treatment, there exists a minimum extinction time.
year | journal | country | edition | language |
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2007-10-05 |