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在重症监护环境中收集药代动力学和药效学信息的挑战:动脉瘤性蛛网膜下腔出血患者中克拉生坦的 PK/PD 建模。

Challenges in collecting pharmacokinetic and pharmacodynamic information in an intensive care setting: PK/PD modelling of clazosentan in patients with aneurysmal subarachnoid haemorrhage.

机构信息

Department of Clinical Pharmacology, Actelion Pharmaceuticals Ltd, Gewerbestrasse 16, 4123, Allschwil, Switzerland,

出版信息

Eur J Clin Pharmacol. 2014 Apr;70(4):409-19. doi: 10.1007/s00228-014-1647-4. Epub 2014 Jan 24.

Abstract

PURPOSE

This paper describes the pharmacokinetic/pharmacodynamic modelling of clazosentan in patients with aneurysmal subarachnoid haemorrhage (aSAH), and the impact of collecting data in an intensive care unit (ICU) setting. Factors influencing data quality, analysis, and interpretation are provided with recommendations for future clinical studies in ICU settings.

METHODS

CONSCIOUS-2 was a phase III study involving 1,157 patients with aSAH. Secured by surgical clipping, patients were infused with clazosentan or placebo for up to 14 days post-aSAH. Clazosentan exposure relationships with vital signs, QT intervals, and AST/ALT values as well as efficacy and safety endpoints were characterised using population PK/PD and logistic regression models.

RESULTS

Clazosentan clearance was influenced by age, sex, Asian origin, and disease status at baseline, and increased with time. Volume of distribution showed a sex difference. Exposure had no relationship with any efficacy endpoint or ALT/AST values, but was related to the increasing probability of lung complications. Blood pressure decreased proportionally to clazosentan concentrations, and the presence of clazosentan was associated with QT interval increases. Implausible values in the concentration data reflect the specific ICU challenges, possibly arising from PK sampling from the infusion arm or haemodilution.

CONCLUSIONS

Population PK/PD modelling of CONCIOUS-2 data provided clinically relevant knowledge about various effects of clazosentan in the aSAH patient population in a real clinical setting. The quality of data and analyses could be improved by the collection of additional data and stricter training of study personnel. Differences in clinical practice between sites and geographical regions are more challenging to overcome.

摘要

目的

本文描述了在颅内破裂动脉瘤性蛛网膜下腔出血(aSAH)患者中进行氯苯唑酸药代动力学/药效学建模的情况,并介绍了在重症监护病房(ICU)环境中收集数据的影响。本文提供了影响数据质量、分析和解释的因素,并对 ICU 环境中未来临床研究提出了建议。

方法

CONSCIOUS-2 是一项涉及 1157 例 aSAH 患者的 III 期研究。通过手术夹闭固定患者后,给患者输注氯苯唑酸或安慰剂,最长可达 aSAH 后 14 天。采用群体药代动力学/药效学模型和逻辑回归模型对氯苯唑酸与生命体征、QT 间期和 AST/ALT 值以及疗效和安全性终点的暴露关系进行了描述。

结果

氯苯唑酸清除率受年龄、性别、亚洲人种和基线疾病状态的影响,且随时间而增加。分布容积存在性别差异。暴露与任何疗效终点或 ALT/AST 值均无关系,但与肺部并发症的发生概率增加有关。血压与氯苯唑酸浓度成比例下降,且氯苯唑酸的存在与 QT 间期延长有关。浓度数据中的不合理值反映了 ICU 环境带来的特有挑战,这些值可能源于从输注臂采集的 PK 采样或血液稀释。

结论

CONCIOUS-2 数据的群体药代动力学/药效学模型为临床环境中 aSAH 患者人群中氯苯唑酸的各种作用提供了临床相关知识。通过收集额外的数据和对研究人员进行更严格的培训,可以提高数据和分析的质量。不同地点和地理区域之间的临床实践差异更具挑战性。

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