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细胞增殖的动力学

The dynamics of cell proliferation.

作者信息

Moxnes John F, Haux Johan, Hausken Kjell

机构信息

Department for Protection and Material, Norwegian Defence Research Establishment, PO Box 25, N-2007, Kjeller, Norway.

出版信息

Med Hypotheses. 2004;62(4):556-63. doi: 10.1016/j.mehy.2003.12.007.

Abstract

The article provides a mathematical description based on the theory of differential equations, for the proliferation of malignant cells (cancer). A model is developed which enables us to describe and predict the dynamics of cell proliferation much better than by using ordinary curve fitting procedures. By using differential equations the ability to foresee the dynamics of cell proliferation is in general much better than by using polynomial extrapolations. Complex time relations can be revealed. The mass of each living cell and the number of living cells are described as functions of time, accounting for each living cell's age since cell-birth. The linkage between micro-dynamics and the population dynamics is furnished by coupling the mass increase of each living cell up against the mitosis rate. A comparison is made by in vitro experiments with cancer cells exposed to digitoxin, a new promising anti-cancer drug. Theoretical results for the total number of cells (living or dead) is found to be in good agreement with experiments for the cell line considered, assuming different concentrations of digitoxin. It is shown that for the chosen cell line, the proliferation is halted by an increased time from birth to mitosis of the cells. The delay is probably connected with changes in the Ca concentration inside the cell. The enhanced time between the birth and mitosis of a cell leads effectively to smaller mitosis rates and thereby smaller proliferation rates. This mechanism is different from the earlier results on digitoxin for different cell lines where an increased rate of apoptosis was reported. But we find it reasonable that cell lines can react differently to digitoxin. A development from enhanced time between birth and mitosis to apoptosis can be furnished, dependent of the sensitivity of the cell lines. This mechanism is in general very different from the mechanism appealed to by standard chemotherapy and radiotherapy where the death ratios of the cells are mainly affected. Thus the analysis supports the view that a quite different mechanism is invoked when using digitoxin. This is important, since by appealing to different types of mechanism in parallel during cancer treatment, more selectivity in the targeting of benign versus malignant cells can be invoked. This increases the probability of successful treatment. The critical digitoxin level concentration, i.e. the concentration level where the number of living cells is not increasing, is approximately 50 ng/ml for the cell line we investigated in this article. Therapeutic plasma concentration of digitoxin when treating cardiac congestion is about 15-33 ng/ml, but individual tolerances are large. The effect of digitoxin during cancer treatment is therefore very promising. The dynamic model constitutes a new powerful tool, supported by empirics, describing the mechanism or process by which the number of malignant cells during anti-cancer treatment can be studied and reduced.

摘要

本文基于微分方程理论,对恶性细胞(癌症)的增殖进行了数学描述。构建了一个模型,该模型使我们能够比使用普通曲线拟合程序更好地描述和预测细胞增殖的动态变化。通过使用微分方程,预测细胞增殖动态的能力总体上比使用多项式外推法要好得多。复杂的时间关系得以揭示。每个活细胞的质量和活细胞数量被描述为时间的函数,其中考虑了每个活细胞自诞生以来的年龄。通过将每个活细胞的质量增加与有丝分裂率相耦合,提供了微观动力学与群体动力学之间的联系。通过对暴露于洋地黄毒苷(一种新的有前景的抗癌药物)的癌细胞进行体外实验进行了比较。在假设不同洋地黄毒苷浓度的情况下,发现细胞总数(存活或死亡)的理论结果与所考虑的细胞系的实验结果吻合良好。结果表明,对于所选的细胞系,细胞从诞生到有丝分裂的时间增加会使增殖停止。这种延迟可能与细胞内钙浓度的变化有关。细胞诞生和有丝分裂之间时间的增加有效地导致有丝分裂率降低,从而增殖率降低。这种机制与早期针对不同细胞系的洋地黄毒苷研究结果不同,早期研究报告的是凋亡率增加。但我们认为细胞系对洋地黄毒苷的反应不同是合理的。根据细胞系的敏感性,可以提供从诞生到有丝分裂时间增加到凋亡的一种发展过程。这种机制总体上与标准化疗和放疗所涉及的机制非常不同,在标准化疗和放疗中,细胞的死亡率主要受到影响。因此,该分析支持这样一种观点,即使用洋地黄毒苷时会引发一种截然不同的机制。这很重要,因为在癌症治疗过程中同时采用不同类型的机制,可以在靶向良性细胞与恶性细胞方面实现更高的选择性。这增加了治疗成功的概率。对于我们在本文中研究的细胞系,洋地黄毒苷的临界浓度水平,即活细胞数量不再增加时的浓度水平,约为50纳克/毫升。治疗心脏充血时洋地黄毒苷的治疗血浆浓度约为15 - 33纳克/毫升,但个体耐受性差异很大。因此,洋地黄毒苷在癌症治疗中的效果非常有前景。该动态模型构成了一个新的强大工具,有实证支持,可用于描述抗癌治疗期间恶性细胞数量得以研究和减少的机制或过程。

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