Yates James W T, Holt Sarah V, Logie Armelle, Payne Kirsty, Woods Karen, Wilkinson Robert W, Davies Barry R, Guichard Sylvie M
AstraZeneca, Cambridge, UK.
Oncology Research, MedImmune Limited, Cambridge, UK.
Br J Pharmacol. 2017 Aug;174(16):2652-2661. doi: 10.1111/bph.13886. Epub 2017 Jul 6.
AZD8055 is a potent orally available mTOR kinase inhibitor with in vitro and in vivo antitumour activity against a range of tumour types. Preclinical studies showed that AZD8055 induced a dose-dependent pharmacodynamic effect in xenograft models in vivo, but a lack of understanding of the relative contributions of the maximum inhibition of the biomarkers and the duration of inhibition to the antitumour effect, limited the rational design of experiments to optimize the dose and schedules of treatment.
In this study, a mathematical modelling approach was developed to relate pharmacodynamics and antitumour activity using preclinical data generated in mice bearing U87-MG xenografts.
Refinement and validation of the model was carried out in a panel of additional human tumour xenograft models with different growth rates and different sensitivity to AZD8055 (from partial growth inhibition to regression). Finally, the model was applied to accurately predict the efficacy of high, intermittent dosing schedules of AZD8055.
Overall, this new model linking pharmacokinetics, pharmacodynamic biomarkers and efficacy across several tumour xenografts with different sensitivity to AZD8055 was able to identify the optimal dose and route of administration to maximize the antitumour efficacy in preclinical models and its potential for translation into man.
AZD8055是一种有效的口服可用的mTOR激酶抑制剂,对多种肿瘤类型具有体外和体内抗肿瘤活性。临床前研究表明,AZD8055在体内异种移植模型中诱导剂量依赖性药效学效应,但对生物标志物最大抑制作用和抑制持续时间对抗肿瘤效应的相对贡献缺乏了解,限制了优化治疗剂量和方案的实验合理设计。
在本研究中,开发了一种数学建模方法,利用携带U87-MG异种移植瘤的小鼠产生的临床前数据,将药效学与抗肿瘤活性联系起来。
在一组具有不同生长速率和对AZD8055不同敏感性(从部分生长抑制到消退)的额外人类肿瘤异种移植模型中对模型进行了优化和验证。最后,该模型被应用于准确预测AZD8055高剂量、间歇性给药方案的疗效。
总体而言,这种将药代动力学、药效学生物标志物与对AZD8055具有不同敏感性的多种肿瘤异种移植瘤的疗效联系起来的新模型,能够确定在临床前模型中使抗肿瘤疗效最大化的最佳剂量和给药途径及其转化应用于人体的潜力。