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A Modified Stochastic Gompertz Model for Tumour Cell Growth
Computational and Mathematical Methods in Medicine ( IF 2.809 ) Pub Date : 2010 , DOI: 10.1080/17486700802545543 C. F. Lo 1
Computational and Mathematical Methods in Medicine ( IF 2.809 ) Pub Date : 2010 , DOI: 10.1080/17486700802545543 C. F. Lo 1
Affiliation
Based upon the deterministic Gompertz law of cell growth, we have proposed a stochastic model of tumour cell growth, in which the size of the tumour cells is bounded. The model takes account of both cell fission (which is an ‘action at a distance’ effect) and mortality too. Accordingly, the density function of the size of the tumour cells obeys a functional Fokker–Planck Equation (FPE) associated with the bounded stochastic process. We apply the Lie-algebraic method to derive the exact analytical solution via an iterative approach. It is found that the density function exhibits an interesting kink-like structure generated by cell fission as time evolves.
中文翻译:
肿瘤细胞生长的改良随机Gompertz模型
基于细胞生长的确定性Gompertz定律,我们提出了肿瘤细胞生长的随机模型,其中肿瘤细胞的大小是有界的。该模型同时考虑了细胞分裂(这是“远距离作用”效应)和死亡率。因此,肿瘤细胞大小的密度函数服从与有界随机过程相关的函数Fokker-Planck方程(FPE)。我们采用李-代数方法通过迭代方法得出精确的解析解。发现随着时间的发展,密度函数表现出由细胞裂变产生的有趣的扭结状结构。
更新日期:2020-09-25
中文翻译:
肿瘤细胞生长的改良随机Gompertz模型
基于细胞生长的确定性Gompertz定律,我们提出了肿瘤细胞生长的随机模型,其中肿瘤细胞的大小是有界的。该模型同时考虑了细胞分裂(这是“远距离作用”效应)和死亡率。因此,肿瘤细胞大小的密度函数服从与有界随机过程相关的函数Fokker-Planck方程(FPE)。我们采用李-代数方法通过迭代方法得出精确的解析解。发现随着时间的发展,密度函数表现出由细胞裂变产生的有趣的扭结状结构。