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arXiv · 1211.2068

Asymmetric non-Gaussian effects in a tumor growth model with immunization

Mengli Hao·Jinqiao Duan·Renming Song·Wei Xu
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Abstract

The dynamical evolution of a tumor growth model, under immune surveillance and subject to asymmetric non-Gaussian $α$-stableLévy noise, is explored. The lifetime of a tumor staying in the range between the tumor-free state and the stable tumor state, and the likelihood of noise-inducing tumor extinction, are characterized by the mean exit time (also called mean residence time) and the escape probability, respectively. For various initial densities of tumor cells, the mean exit time and the escape probability are computed with different noise parameters. It is observed that unlike the Gaussian noise or symmetric non-Gaussian noise, the asymmetric non-Gaussian noise plays a constructive role in the tumor evolution in this simple model. By adjusting the noise parameters, the mean exit time can be shortened and the escape probability can be increased, simultaneously. This suggests that a tumor may be mitigated with higher probability in a shorter time, under certain external environmental stimuli.

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Mengli Hao, Jinqiao Duan, Renming Song, Wei Xu. 2012-11-09. Asymmetric non-Gaussian effects in a tumor growth model with immunization. https://arxiv.org/abs/1211.2068

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