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注入靶向细胞毒性药物对脑肿瘤影响的数学模型:对检测、设计和给药的启示

A mathematical model of the impact of infused targeted cytotoxic agents on brain tumours: implications for detection, design and delivery.

作者信息

Wein Lawrence M, Wu Joseph T, Ianculescu Alexandra G, Puri Raj K

机构信息

Sloan School of Management, MIT, Cambridge, MA 02142-1347, USA.

出版信息

Cell Prolif. 2002 Dec;35(6):343-61. doi: 10.1046/j.1365-2184.2002.00246.x.

Abstract

Motivated by the recent development of highly specific agents for brain tumours, we develop a mathematical model of the spatio-temporal dynamics of a brain tumour that receives an infusion of a highly specific cytotoxic agent (e.g. IL-4-PE, a cytotoxin comprised of IL-4 and a mutated form of Pseudomonas exotoxin). We derive an approximate but accurate mathematical formula for the tumour cure probability in terms of the tumour characteristics (size at time of detection, proliferation rate, diffusion coefficient), drug design (killing rate, loss rate and convection constants for tumour and tissue), and drug delivery (infusion rate, infusion duration). Our results suggest that high specificity is necessary but not sufficient to cure malignant gliomas; a nondispersed spatial profile of pretreatment tumour cells and/or good drug penetration are also required. The most important levers to improve tumour cure appear to be earlier detection, higher infusion rate, lower drug clearance rate and better convection into tumour, but not tissue. In contrast, the tumour cure probability is less sensitive to a longer infusion duration and enhancements in drug potency and drug specificity.

摘要

受近期脑肿瘤高特异性药物发展的推动,我们建立了一个脑肿瘤时空动力学的数学模型,该模型接受高特异性细胞毒性药物(例如IL-4-PE,一种由IL-4和铜绿假单胞菌外毒素的突变形式组成的细胞毒素)的输注。我们根据肿瘤特征(检测时的大小、增殖率、扩散系数)、药物设计(肿瘤和组织的杀伤率、损失率和对流常数)以及药物递送(输注速率、输注持续时间)推导出了一个近似但准确的肿瘤治愈概率数学公式。我们的结果表明,高特异性对于治愈恶性胶质瘤是必要的,但不是充分的;还需要预处理肿瘤细胞的非分散空间分布和/或良好的药物渗透。改善肿瘤治愈的最重要杠杆似乎是更早的检测、更高的输注速率、更低的药物清除率以及更好地向肿瘤而非组织内对流。相比之下,肿瘤治愈概率对更长的输注持续时间以及药物效力和药物特异性的提高不太敏感。

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