具有两种不同时间延迟的随机肿瘤生长模型的平均首次通过时间

IF 1.6 4区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY
Qin Yu, Yong-Feng Guo, Hao-Yu Chen
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引用次数: 0

摘要

本文研究了由两种不同时间延迟的相关白噪声驱动的随机肿瘤生长模型的平均首过时间(MFPT)。本文利用小时间延迟近似得到广义势函数和 MFPT,并详细分析了时间延迟和噪声参数分别如何影响广义势函数和 MFPT。我们使用四阶 Runge-Kutta 算法进一步验证了理论结果的有效性。研究结果表明:(1) 当乘法噪声强度较高而加法噪声强度较低时,肿瘤细胞死亡的可能性较大,从而促进了系统的愈合;(2) 乘法噪声与加法噪声之间相关强度的增加会促进肿瘤细胞的癌变,加速系统的恶化;(3) 增加确定力的时间延迟和减少随机力的时间延迟会导致肿瘤细胞死亡的可能性增大。此外,还发现了噪声增强稳定性(NES)现象。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Mean first-passage time for a stochastic tumor growth model with two different time delays

Mean first-passage time for a stochastic tumor growth model with two different time delays

In this paper, the mean first-passage time (MFPT) of a stochastic tumor growth model driven by correlated white noises with two different time delays is investigated. The small time delay approximation is utilized to obtain the generalized potential function and the MFPT, and a detailed analysis is conducted on how time delays and noise parameters affect the generalized potential function and the MFPT, respectively. We further validate the effectiveness of the theoretical results using the fourth-order Runge–Kutta algorithm. The findings indicate that (1) when the intensity of multiplicative noise is higher and the intensity of additive noise is lower, there is a greater likelihood of tumor cells dying off, which promotes the healing of the system; (2) an increase in the correlation strength between multiplicative noise and additive noise promotes the carcinogenesis of tumor cells and accelerates the deterioration of the system; (3) increasing the time delay in the deterministic force and decreasing the time delay in the stochastic force lead to a higher likelihood of tumor cell extinction. Furthermore, the phenomenon of noise enhanced stability (NES) is found.

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来源期刊
Indian Journal of Physics
Indian Journal of Physics 物理-物理:综合
CiteScore
3.40
自引率
10.00%
发文量
275
审稿时长
3-8 weeks
期刊介绍: Indian Journal of Physics is a monthly research journal in English published by the Indian Association for the Cultivation of Sciences in collaboration with the Indian Physical Society. The journal publishes refereed papers covering current research in Physics in the following category: Astrophysics, Atmospheric and Space physics; Atomic & Molecular Physics; Biophysics; Condensed Matter & Materials Physics; General & Interdisciplinary Physics; Nonlinear dynamics & Complex Systems; Nuclear Physics; Optics and Spectroscopy; Particle Physics; Plasma Physics; Relativity & Cosmology; Statistical Physics.
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