Quantitative Clinical Pharmacology, Early Clinical Development, Innovative Medicine and Early Development, AstraZeneca, Waltham, MA, USA.
qPharmetra, LLC, Stockholm, Sweden.
Br J Clin Pharmacol. 2018 Apr;84(4):726-737. doi: 10.1111/bcp.13495. Epub 2018 Jan 31.
A multistudy analysis of cediranib, a potent, selective inhibitor of all three vascular endothelial growth factor receptors (VEGFR-1, -2 and -3), was conducted to establish population exposure-safety models for the relationship of cediranib exposure to the safety endpoints, diastolic and systolic blood pressure (DBP and SBP) and diarrhoea in cancer patients. These models were applied to predict safety outcomes for different cediranib dose regimens.
Models for hypertension and diarrhoea were constructed based on data from 10 Phase I and three Phase II studies comprising 631 cancer patients following cediranib once-daily oral dosing. Daily DBP and SBP were simultaneously characterized using indirect response models for predicted cediranib concentration-time courses, while daily diarrhoea events were modelled as ordered categorical variables with a proportional odds model with a Markov element for predicted average cediranib concentrations.
For 20 mg cediranib once-daily oral administration, the mean increase in DBP and SBP was predicted to be 7 (95% CI 3-13) and 8 mmHg (95% CI 3-16), respectively, while the probability of mild diarrhoea, but not the severity, was predicted to increase over time. Severe diarrhoea was predicted to be resolved rapidly upon discontinuation of cediranib treatment.
Maximum blood pressure increase was observed within the first few days of cediranib treatment, consistent with the pharmacokinetic profile of cediranib reaching steady state in about 5 days. The probability of diarrhoea increased with cediranib concentration but was far more dependent on the status of diarrhoea predicted on the previous day.
对西地尼布(一种强效、选择性的血管内皮生长因子受体(VEGFR-1、-2 和 -3)抑制剂)进行多研究分析,旨在建立西地尼布暴露与安全性终点(舒张压和收缩压(DBP 和 SBP)和癌症患者腹泻)之间关系的群体暴露-安全性模型。这些模型用于预测不同西地尼布剂量方案的安全性结果。
基于包括 631 例癌症患者在内的 10 项 I 期和 3 项 II 期研究的数据,构建了高血压和腹泻模型。使用间接反应模型对预测的西地尼布浓度-时间曲线进行了同时描述,而每天的腹泻事件则作为有序分类变量进行建模,使用具有马尔可夫元素的比例优势模型对预测的平均西地尼布浓度进行建模。
对于 20mg 西地尼布每日一次口服给药,预测 DBP 和 SBP 的平均升高分别为 7(95%CI 3-13)和 8mmHg(95%CI 3-16),而轻度腹泻的概率,但不是严重程度,预计会随时间增加。预测西地尼布治疗停止后严重腹泻会迅速缓解。
在西地尼布治疗的最初几天内观察到最大血压升高,这与西地尼布达到稳定状态的药代动力学特征一致,大约需要 5 天时间。腹泻的概率随西地尼布浓度增加,但更依赖于前一天预测的腹泻状态。