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从肿瘤侵袭数学模型中的被动扩散到细胞主动迁移

From passive diffusion to active cellular migration in mathematical models of tumour invasion.

作者信息

Tracqui P

机构信息

Laboratoire TIMC-IMAG, Faculte de Medecine de Grenoble, La Tronche, France.

出版信息

Acta Biotheor. 1995 Dec;43(4):443-64. doi: 10.1007/BF00713564.

Abstract

Mathematical models of tumour invasion appear as interesting tools for connecting the information extracted from medical imaging techniques and the large amount of data collected at the cellular and molecular levels. Most of the recent studies have used stochastic models of cell translocation for the comparison of computer simulations with histological solid tumour sections in order to discriminate and characterise expansive growth and active cell movements during host tissue invasion. This paper describes how a deterministic approach based on reaction-diffusion models and their generalisation in the mechano-chemical framework developed in the study of biological morphogenesis can be an alternative for analysing tumour morphological patterns. We support these considerations by reviewing two studies. In the first example, successful comparison of simulated brain tumour growth with a time sequence of computerised tomography (CT) scans leads to a quantification of the clinical parameters describing the invasion process and the therapy. The second example considers minimal hypotheses relating cell motility and cell traction forces. Using this model, we can simulate the bifurcation from an homogeneous distribution of cells at the tumour surface toward a nonhomogeneous density pattern which could characterise a pre-invasive stage at the tumour-host tissue interface.

摘要

肿瘤侵袭的数学模型似乎是连接从医学成像技术中提取的信息与在细胞和分子水平收集的大量数据的有趣工具。最近的大多数研究都使用细胞易位的随机模型,将计算机模拟与组织学实体瘤切片进行比较,以便区分和表征宿主组织侵袭过程中的膨胀性生长和活跃细胞运动。本文描述了基于反应扩散模型及其在生物形态发生研究中发展的机械化学框架中的推广的确定性方法如何能够作为分析肿瘤形态模式的一种替代方法。我们通过回顾两项研究来支持这些观点。在第一个例子中,将模拟的脑肿瘤生长与计算机断层扫描(CT)扫描的时间序列成功进行比较,从而对描述侵袭过程和治疗的临床参数进行了量化。第二个例子考虑了与细胞运动性和细胞牵引力相关的最小假设。使用这个模型,我们可以模拟从肿瘤表面细胞的均匀分布到非均匀密度模式的分叉,这可能表征肿瘤-宿主组织界面的侵袭前期阶段。

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