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在有急性呼吸窘迫综合征风险的严重创伤患者中,地尔莫匹德的群体药代动力学和药效学建模

Population Pharmacokinetics and Pharmacodynamics Modelling of Dilmapimod in Severe Trauma Subjects at Risk for Acute Respiratory Distress Syndrome.

作者信息

Yang Shuying, Dumitrescu Teodora Pene

机构信息

Clinical Pharmacology Modelling and Simulation, RD Projects Clinical Platforms and Sciences, GlaxoSmithKline, Stockley Park West, 1-3 Ironbridge Road, Uxbridge, Middlesex, UB11 1BT, UK.

Clinical Pharmacology Modeling and Simulation, GlaxoSmithKline, Research Triangle Park, NC, USA.

出版信息

Drugs R D. 2017 Mar;17(1):145-158. doi: 10.1007/s40268-016-0161-9.

Abstract

INTRODUCTION

Dilmapimod is a potent p38 mitogen-activated protein kinase (MAPK) inhibitor and was investigated in a study (NCT00996840) for its anti-inflammatory effect in non-head injury trauma patients at risk for developing acute respiratory distress syndrome (ARDS). The purpose of this paper is to present the details of the development of a population pharmacokinetic (PK) model, an empirical population placebo response model, and the exploration of a PK/pharmacodynamic (PD) model of dilmapimod.

METHODS

A population PK model was developed to characterise the PK profile of dilmapimod in this patient population; the potential effect of available covariates on the PK of dilmapimod was evaluated. An empirical population placebo response model was conducted, and a population PK/PD model was explored to evaluate the relationship between dilmapimod concentration and C-reactive protein (CRP) (a systemic biomarker of p38 inhibition). All analyses were performed using NONMEM software.

RESULTS

Following intravenous dosing, dilmapimod was quickly distributed to peripheral compartments and then slowly eliminated. The plasma concentration of dilmapimod was adequately described by a three-compartment model. It increased approximately proportionally to the increase in dose. The population clearance (CL) parameter value was 35.87 L/h, and the steady-state volume of distribution (Vss) [sum of the volume of distribution of the central compartment (Vc) and of the peripheral compartments V2 and V3] was 160 L. The effect of body mass index (BMI) on CL and inter-compartment clearance (Q2) was found statistically significant, with an increase in BMI of 1 kg/m resulting in a 1.79 L/h and 0.52 L/h increase in CL and Q2, respectively. The CRP profile post injury was adequately described by an indirect response model, with a sharp increase in the CRP levels following injury, followed by them slowly diminishing. Data exploration indicated potential drug effects of dilmapimod on inhibiting the production of CRP levels; however, the current small dataset did not show a statistically significant improvement in the PK/PD modelling.

CONCLUSION

The population PK modelling adequately evaluated the dilmapimod plasma concentration-time profiles in severe trauma subjects at risk for ARDS, and BMI was found to be a significant covariate in the PK model. An indirect response model was adequate to describe the production and degradation of CRP levels in these subjects.

摘要

引言

地尔莫匹德是一种强效的p38丝裂原活化蛋白激酶(MAPK)抑制剂,在一项研究(NCT00996840)中对其在有发生急性呼吸窘迫综合征(ARDS)风险的非头部损伤创伤患者中的抗炎作用进行了研究。本文的目的是介绍群体药代动力学(PK)模型、经验性群体安慰剂反应模型的开发细节以及地尔莫匹德的PK/药效学(PD)模型的探索。

方法

开发了一个群体PK模型来表征地尔莫匹德在该患者群体中的PK特征;评估了可用协变量对地尔莫匹德PK的潜在影响。进行了一个经验性群体安慰剂反应模型,并探索了一个群体PK/PD模型来评估地尔莫匹德浓度与C反应蛋白(CRP)(p38抑制的一种全身生物标志物)之间的关系。所有分析均使用NONMEM软件进行。

结果

静脉给药后,地尔莫匹德迅速分布到外周室,然后缓慢消除。地尔莫匹德的血浆浓度可用三室模型充分描述。它随剂量增加大致成比例增加。群体清除率(CL)参数值为35.87 L/h,稳态分布容积(Vss)[中央室(Vc)和外周室V2及V3的分布容积之和]为160 L。发现体重指数(BMI)对CL和室间清除率(Q2)有统计学显著影响,BMI每增加1 kg/m²,CL和Q2分别增加1.79 L/h和0.52 L/h。损伤后CRP曲线可用间接反应模型充分描述,损伤后CRP水平急剧上升,随后缓慢下降。数据探索表明地尔莫匹德对抑制CRP水平产生有潜在药物作用;然而,目前的小数据集在PK/PD建模中未显示出统计学显著改善。

结论

群体PK建模充分评估了有ARDS风险的严重创伤受试者中地尔莫匹德的血浆浓度-时间曲线,且发现BMI是PK模型中的一个显著协变量。间接反应模型足以描述这些受试者中CRP水平的产生和降解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eb38/5318329/f9006ab7bb37/40268_2016_161_Fig1_HTML.jpg

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