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Use of target controlled infusion to derive age and gender covariates for propofol clearance.

机译:使用靶控输注获得丙泊酚清除率的年龄和性别协变量。

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BACKGROUND AND OBJECTIVE: Attempts to describe the variability of propofol pharmacokinetics in adults and to derive population covariates have been sparse and limited mainly to experiments based on bolus doses or infusions in healthy volunteers. This study aimed to identify age and gender covariates for propofol when given as an infusion in anaesthetized patients. STUDY DESIGN AND SETTING: One hundred and thirteen patients (American Society of Anesthesiologists class I or II and aged 14-92 years) were anaesthetized for elective surgical procedures with propofol using a target controlled infusion (TCI) system and with alfentanil as a baseline analgesic infusion. Frequent venous blood samples were obtained for measurement of propofol plasma concentrations. PHARMACOKINETIC AND STATISTICAL ANALYSIS: Pharmacokinetic accuracy was determined by the percentage prediction error, bias and precision, as were wobble and divergence. The clearance of propofol from the central compartment was determined for each patient using the computerized record of the infusion profile delivered to each patient, together with relevant blood propofol concentration estimations. For each patient, the nonlinear mixed-effects modelling (NONMEM) objective function was employed to determine the goodness of fit. RESULTS: The population distribution of propofol clearance was subsequently found to have a Gaussian distribution only in the log domain (mean value equivalent to 26.1 mL/kg/min). The distribution in the normal domain was consequently asymmetric, with a slight predominance of patients with high values of clearance (5% and 95% confidence limits 17.7 and 42.1 mL/kg/min, respectively). Using regression analysis, gender and age covariates were derived that optimized the performance of the target controlled infusion system. The clearance (CL) of propofol in male patients changed little with age (CL [mL/kg/min]=26.88-0.029xAge; r2=0.006) whereas that in female patients had a higher initial value but decreased progressively with age (CL[mL/kg/min]=37.87-0.198xAge; r2=0.246). CONCLUSION: We achieved a relatively simple and practical covariate model in which the variability of pharmacokinetics within the study population could be ascribed principally to variability in clearance from the central compartment. Pharmacokinetic simulation predicted an improved performance of the TCI system when employing the derived covariates model, especially in elderly female patients.
机译:背景与目的:试图描述成人中异丙酚药代动力学的变异性和推导人群协变量的尝试很少,并且主要限于以大剂量或输注健康志愿者为基础的实验。这项研究旨在确定在麻醉患者中输注丙泊酚时的年龄和性别协变量。研究设计与设置:113例患者(美国麻醉医师学会I级或II级,年龄14-92岁)使用靶向控制输注(TCI)系统和以阿芬太尼为基本镇痛剂的丙泊酚麻醉进行择期外科手术输液。获得频繁的静脉血样品以测量丙泊酚血浆浓度。药代动力学和统计分析:药代动力学的准确性是由预测误差,偏差和精确度的百分数确定的,摆动和散度也是如此。使用传送给每位患者的输液曲线的计算机记录以及相关的血液中异丙酚浓度估算值,为每位患者确定丙泊酚从中央室的清除率。对于每位患者,采用非线性混合效应建模(NONMEM)目标函数来确定拟合优度。结果:随后发现丙泊酚清除率的总体分布仅在对数域内具有高斯分布(平均值等于26.1 mL / kg / min)。因此,正常区域中的分布是不对称的,具有较高清除率的患者略占优势(置信度分别为5%和95%,分别为17.7和42.1 mL / kg / min)。使用回归分析,得出性别和年龄协变量,以优化目标控制输液系统的性能。男性患者的异丙酚清除率(CL)随年龄变化很小(CL [mL / kg / min] = 26.88-0.029xAge; r2 = 0.006),而女性患者的初始值较高,但随着年龄的增长逐渐降低(CL [mL / kg / min] = 37.87-0.198xAge; r2 = 0.246)。结论:我们获得了一个相对简单和实用的协变量模型,在该模型中,研究人群中药代动力学的变异性主要可归因于从中央室清除的变异性。药代动力学模拟预测,当采用派生协变量模型时,TCI系统的性能会有所改善,尤其是在老年女性患者中。

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