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一种用于研究药物给药对肿瘤生长动力学影响的数学模型。

A mathematical model to study the effects of drugs administration on tumor growth dynamics.

作者信息

Magni P, Simeoni M, Poggesi I, Rocchetti M, De Nicolao G

机构信息

Dipartimento di Informatica e Sistemistica, Università degli Studi di Pavia, via Ferrata 1, I-27100 Pavia, Italy.

出版信息

Math Biosci. 2006 Apr;200(2):127-51. doi: 10.1016/j.mbs.2005.12.028. Epub 2006 Mar 3.

Abstract

A mathematical model for describing the cancer growth dynamics in response to anticancer agents administration in xenograft models is discussed. The model consists of a system of ordinary differential equations involving five parameters (three for describing the untreated growth and two for describing the drug action). Tumor growth in untreated animals is modelled by an exponential growth followed by a linear growth. In treated animals, tumor growth rate is decreased by an additional factor proportional to both drug concentration and proliferating cells. The mathematical analysis conducted in this paper highlights several interesting properties of this tumor growth model. It suggests also effective strategies to design in vivo experiments in animals with potential saving of time and resources. For example, the drug concentration threshold for the tumor eradication, the delay between drug administration and tumor regression, and a time index that measures the efficacy of a treatment are derived and discussed. The model has already been employed in several drug discovery projects. Its application on a data set coming from one of these projects is discussed in this paper.

摘要

讨论了一种用于描述异种移植模型中抗癌药物给药后癌症生长动力学的数学模型。该模型由一个常微分方程组组成,涉及五个参数(三个用于描述未治疗时的生长,两个用于描述药物作用)。未治疗动物的肿瘤生长通过指数生长后接线性生长来建模。在接受治疗的动物中,肿瘤生长速率因一个与药物浓度和增殖细胞均成比例的附加因子而降低。本文进行的数学分析突出了该肿瘤生长模型的几个有趣特性。它还提出了在动物体内设计实验的有效策略,有可能节省时间和资源。例如,得出并讨论了肿瘤根除的药物浓度阈值、给药与肿瘤消退之间的延迟以及衡量治疗效果的时间指标。该模型已应用于多个药物发现项目。本文讨论了其在来自这些项目之一的数据集上的应用。

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