Colored Noise Enhanced Stability in a Tumor Cell Growth System Under Immune Response

被引:49
作者
Zeng, Chunhua [1 ,2 ]
Wang, Hua [2 ]
机构
[1] Kunming Univ Sci & Technol, Fac Sci, Kunming 650093, Peoples R China
[2] Kunming Univ Sci & Technol, Prov Engn Res Ctr Ind Energy Conservat & New Tech, Kunming 650093, Peoples R China
关键词
Correlation times; Mean first-passage time; Tumor cell growth system; FOKKER-PLANCK EQUATION; BISTABLE KINETIC-MODEL; MEAN 1ST-PASSAGE TIME; STOCHASTIC RESONANCE; CANCER GROWTH; WHITE-NOISE; DRIVEN; POPULATION; IMMUNOTHERAPY; BISTABILITY;
D O I
10.1007/s10955-010-0068-8
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
In this paper, we investigate a mathematical model for describing the growth of tumor cell under immune response, which is driven by cross-correlation between multiplicative and additive colored noises as well as the nonzero cross-correlation in between. The expression of the mean first-passage time (MFPT) is obtained by virtue of the steepest-descent approximation. It is found: (i) When the noises are negatively cross-correlated (lambda < 0), then the escape is faster than in the case with no correlation (lambda=0); when the noises are positively cross-correlated (lambda > 0), then the escape is slower than in the case with no correlation. Moreover, in the case of positive cross-correlation, the escape time has a maximum for a certain intensity of one of the noises, i.e., the maximum for MFPT identifies the noise enhanced stability of the cancer state. (ii) The effect of the cross-correlation time tau (3) on the MFPT is completely opposite for lambda > 0 and lambda < 0. (iii) The self-correlation times tau (1) and tau (2) of colored noises can enhance stability of the cancer state, while the immune rate beta can reduce it.
引用
收藏
页码:889 / 908
页数:20
相关论文
共 64 条
[41]   Giant suppression of the activation rate in the presence of correlated white noise sources [J].
Madureira, AJR ;
Hanggi, P ;
Wio, HS .
PHYSICS LETTERS A, 1996, 217 (4-5) :248-252
[42]   Tumour-associated macrophages as a prototypic type II polarised phagocyte population: role in tumour progression [J].
Mantovani, A ;
Allavena, P ;
Sica, A .
EUROPEAN JOURNAL OF CANCER, 2004, 40 (11) :1660-1667
[43]   Mean first-passage time of a bistable kinetic model driven by cross-correlated noises [J].
Mei, DC ;
Xie, GZ ;
Cao, L ;
Wu, DJ .
PHYSICAL REVIEW E, 1999, 59 (04) :3880-3883
[44]   The stationary properties and the state transition of the tumor cell growth mode [J].
Mei, DC ;
Xie, CW ;
Zhang, L .
EUROPEAN PHYSICAL JOURNAL B, 2004, 41 (01) :107-112
[45]   UNGULATE POPULATION-MODELS WITH PREDATION - A CASE-STUDY WITH THE NORTH-AMERICAN MOOSE [J].
MESSIER, F .
ECOLOGY, 1994, 75 (02) :478-488
[46]   Coherent states of Gompertzian growth [J].
Molski, M ;
Konarski, J .
PHYSICAL REVIEW E, 2003, 68 (02) :7
[47]  
MOY PM, 1985, CANCER RES, V45, P57
[48]  
NOVIKOV EA, 1965, SOV PHYS JETP-USSR, V20, P1290
[49]   Population growth and control in stochastic models of cancer development [J].
Ochab-Marcinek, A ;
Gudowska-Nowak, E .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2004, 343 :557-572
[50]   STABILITY PROBLEMS IN CANCER GROWTH AND NUCLEATION [J].
PRIGOGINE, I ;
LEFEVER, R .
COMPARATIVE BIOCHEMISTRY AND PHYSIOLOGY B-BIOCHEMISTRY & MOLECULAR BIOLOGY, 1980, 67 (03) :389-393