School of Engineering, University of Warwick, Coventry CV4 7AL, UK.
Wright Dose Ltd, Charter House, 2 Woodlands Road, Altrincham, Cheshire WA14 1HF, UK.
Comput Methods Programs Biomed. 2014 May;114(3):e3-13. doi: 10.1016/j.cmpb.2013.06.014. Epub 2013 Aug 12.
One of the major sources of information on physiological and pathophysiological effects in pre-clinical oncology studies is the xenografted tumour animal model. However, measurement of tumour volume over time potentially masks a range of biological changes that the xenograft is undergoing. In this paper a mechanistic model of tumour growth in xenografts is presented that can be used to investigate the mode of drug action with respect to phenotypic changes. The model encapsulates key histological biomarkers and spatial constraints. The unknown model parameters are first shown to be uniquely identifiable from the proposed experimental studies, and then estimated from the resulting data using the anti-cancer agent docetaxel.
在临床前肿瘤学研究中,异种移植肿瘤动物模型是生理和病理生理学效应的主要信息来源之一。然而,随着时间的推移测量肿瘤体积可能掩盖了异种移植所经历的一系列生物学变化。本文提出了一种异种移植肿瘤生长的机制模型,可用于研究药物作用模式与表型变化的关系。该模型包含关键的组织学生物标志物和空间限制。首先证明从提出的实验研究中可以唯一地识别出未知的模型参数,然后使用抗癌药物多西紫杉醇从所得数据中进行估计。