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Pub Date : 2004-01-01 DOI: 10.1007/BF01059093
R. Guy, R. Wester
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引用次数: 0
Sensitivity Analysis of Pharmacokinetic and Pharmacodynamic Systems: I. A Structural Approach to Sensitivity Analysis of Physiologically Based Pharmacokinetic Models 药代动力学和药效学系统的敏感性分析:1 .基于生理的药代动力学模型敏感性分析的结构方法
Pub Date : 1999-12-01 DOI: 10.1023/A:1020926525495
I. Nestorov
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引用次数: 43
Physiologically Based Pharmacokinetics of Cyclosporine A: Reevaluation of Dose–Nonlinear Kinetics in Rats 环孢素A基于生理的药代动力学:大鼠剂量非线性动力学的再评价
Pub Date : 1999-12-01 DOI: 10.1023/A:1020978509566
C. Tanaka, R. Kawai, M. Rowland
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引用次数: 31
A Population Pharmacokinetic–Pharmacodynamic Analysis of Repeated Measures Time-to-Event Pharmacodynamic Responses: The Antiemetic Effect of Ondansetron 重复测量的人群药代动力学-药效学分析-时间-事件药效学反应:昂丹司琼的止吐作用
Pub Date : 1999-12-01 DOI: 10.1023/A:1020930626404
E. Cox, C. Veyrat‐Follet, S. Beal, E. Fuseau, S. Kenkare, L. Sheiner
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引用次数: 66
Modeling Interactions between Adrenal Suppression and T-Helper Lymphocyte Trafficking during Multiple Dosing of Methylprednisolone 甲强的松龙多次给药期间肾上腺抑制和t辅助淋巴细胞运输之间的模型相互作用
Pub Date : 1999-12-01 DOI: 10.1023/A:1020974408657
F. Chow, Amarnath Sharma, W. Jusko
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引用次数: 22
Basic pharmacodynamic models for agents that alter production of natural cells. 改变自然细胞生成的药物的基本药效学模型。
Pub Date : 1999-10-01 DOI: 10.1023/a:1023249813106
W Krzyzanski, R Ramakrishnan, W J Jusko

Basic indirect pharmacodynamic models for agents which alter the generation of natural cells based on a life-span concept are introduced. It is assumed that cells (R) are produced at a constant rate (kin), survive for a specific duration TR, and then are lost. The rate of cell loss must equal the production rate but is delayed by TR. A therapeutic agent can stimulate or inhibit the production rate according to the Hill function: 1 +/- H(C(t)) where H(C(t)) contains capacity (Smax) and sensitivity (SC50) constants and C(t) is a pharmacokinetic function. Thus an operative model is [equation: see text] with the baseline condition R0 = kin.TR. One- and two-compartment catenary cell models were examined by simulation to describe the role of pharmacokinetics and cell properties. The area under the effect curve (AUCE) was derived. The models were applied to literature data to describe the stimulatory effects of single doses of hematopoietic growth factors such as granulocyte colony-stimulating factor (G-CSF) on neutrophils, thrombopoietin (TPO) on platelets, and erythropoietin (EPO) on reticulocytes in blood. The models described experimental data adequately and provided cell life-spans and SC50 values. The proposed cell production/loss models can be readily used to analyze the pharmacodynamics of agents which alter cell production yielding realistic physiological parameters.

基于寿命概念,介绍了改变自然细胞生成的药物的基本间接药效学模型。假设细胞(R)以恒定速率(kin)产生,存活特定时间TR,然后消失。细胞损失速率必须等于生成速率,但被TR延迟。治疗剂可以根据希尔函数刺激或抑制生成速率:1 +/- H(C(t)),其中H(C(t))包含容量(Smax)和敏感性(SC50)常数,C(t)是药代动力学函数。因此,一个可行的模型是基线条件R0 = kin.TR。单室和双室链链细胞模型通过模拟来描述药代动力学和细胞特性的作用。导出了效应曲线下面积(AUCE)。将这些模型应用于文献数据,以描述单剂量造血生长因子(如粒细胞集落刺激因子(G-CSF)对中性粒细胞、血小板生成素(TPO)和红细胞生成素(EPO)对血液中网状红细胞的刺激作用。该模型充分描述了实验数据,并提供了细胞寿命和SC50值。所提出的细胞生产/损失模型可以很容易地用于分析药物的药效学,这些药物可以改变细胞生产,产生现实的生理参数。
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引用次数: 84
Indirect-response modeling of desmopressin at different levels of hydration. 去氨加压素在不同水合水平下的间接反应模型。
Pub Date : 1999-10-01 DOI: 10.1023/a:1023238514015
T Callréus, J Odeberg, S Lundin, P Höglund

The objective of the present study was to investigate the pharmacokinetics (PK) and pharmacodynamics (PD) of desmopressin in healthy male subjects at different levels of overhydration. Also, we examined if an indirect-response model could be related to renal physiology and the pharmacological action of desmopressin. Eight healthy male subjects participated in this open, randomized crossover study with three periods. Each subject was orally water loaded (0 to 20 ml.kg-1 body weight) on 3 study days in order to achieve three different levels of hydration. After the initial water load, urine was voided every 15 min and the volumes were measured. To ensure continuous overhydration the subjects replaced their fluid loss with drinking-water. When a steady-state diuresis was achieved after approximately 2 hr, 0.396 microgram of desmopressin was administered intravenously as a bolus injection. Blood was sampled and urine was collected at intervals throughout the study day (10 hr). An indirect-response model, where desmopressin was assumed to inhibit the elimination of response, was fit to the urine osmolarity data. There were no statistically significant effects of different levels of hydration, as expressed by urine flow rate at baseline, on the estimates of the PK and PD model parameters. The calculated terminal half-lives of elimination (t1/2 beta) ranged between 2.76 and 8.37 hr with an overall mean of 4.36 hr. The overall means of plasma clearance and the volumes of distribution of the central compartment (Vc) and at steady state (Vss) were estimated to be 1.34 (SD 0.35) ml.min-1.kg-1, 151 (SD28) ml.kg-1, and 386 (SD 63) ml.kg-1, respectively. High urine flow rate, indicating overhydration, produced a diluted urine and thus a low osmolarity at baseline (R0). The effect of the urine flow rate on the urine osmolarity at baseline was highly significant (p < 0.0001). The mean values for IC50 and the sigmodicity factor (gamma) were 3.7 (SD 1.2) pg ml-1 and 13.0 (SD 3.5), respectively. In most cases when there was a high urine flow rate at baseline, the model and the estimated PD parameters could be related to the pharmacological action of desmopressin and renal physiology. Thus, the indirect-response model used in this study offers a mechanistic approach of modeling the effect of desmopressin in overhydrated subjects.

本研究的目的是研究去氨加压素在不同水合水平的健康男性受试者体内的药代动力学(PK)和药效学(PD)。此外,我们还研究了间接反应模型是否与肾脏生理学和去氨加压素的药理作用有关。8名健康男性受试者参加了这项开放、随机、分三个阶段的交叉研究。每个受试者在3个研究天内口服水(0 - 20 ml.kg-1体重),以达到三种不同的水合水平。初始水负荷后,每15分钟排尿一次,并测量尿量。为了确保持续的过度水合作用,受试者用饮用水代替体液流失。当大约2小时后达到稳态利尿时,静脉给予0.396微克去氨加压素作为丸状注射。在整个研究期间(10小时)每隔一段时间采集一次血样和尿液。一个间接反应模型,其中去氨加压素被认为抑制反应的消除,适合尿液渗透压数据。不同水平的水合作用(以基线尿流率表示)对PK和PD模型参数的估计没有统计学上的显著影响。计算的最终消除半衰期(t1/2 β)在2.76至8.37小时之间,总体平均为4.36小时。估计血浆清除率和中央室分布体积(Vc)和稳态(Vss)的总体平均值为1.34 (SD 0.35) ml.min-1。分别为151 (SD28) ml.kg-1和386 (sd63) ml.kg-1。高尿流率,表明过度水化,产生稀释的尿液,因此低渗透压在基线(R0)。尿流率对基线尿渗透压的影响非常显著(p < 0.0001)。IC50和sigmodicity factor (gamma)的平均值分别为3.7 (SD 1.2) pg ml-1和13.0 (SD 3.5)。在大多数基线尿流率较高的情况下,模型和估计的PD参数可能与去氨加压素的药理作用和肾脏生理有关。因此,本研究中使用的间接反应模型提供了一种机制方法来模拟去氨加压素对过度水合受试者的影响。
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引用次数: 14
Drug-drug pharmacodynamic interaction detection by a nonparametric population approach. Influence of design and of interindividual variability. 非参数群体方法的药物-药物药效相互作用检测。设计和个体间变异的影响。
Pub Date : 1999-10-01 DOI: 10.1023/a:1023290530853
Y Merlé, A Mallet, E Schmautz

Population approaches are appealing methods for detecting then assessing drug-drug interactions mainly because they can cope with sparse data and quantify the interindividual pharmacokinetic (PK) and pharmacodynamic (PD) variability. Unfortunately these methods sometime fail to detect interactions expected on biochemical and/or pharmacological basis and the reasons of these false negatives are somewhat unclear. The aim of this paper is firstly to propose a strategy to detect and assess PD drug-drug interactions when performing the analysis with a nonparametric population approach, then to evaluate the influence of some design variates (i.e., number of subjects, individual measurements) and of the PD interindividual variability level on the performances of the suggested strategy. Two interacting drugs A and B are considered, the drug B being supposed to exhibit by itself a pharmacological action of no interest in this work but increasing the A effect. Concentrations of A and B after concomitant administration are simulated as well as the effect under various combinations of design variates and PD variability levels in the context of a controlled trial. Replications of simulated data are then analyzed by the NPML method, the concentration of the drug B being included as a covariate. In a first step, no model relating the latter to each PD parameter is specified and the NPML results are then proceeded graphically, and also by examining the expected reductions of variance and entropy of the estimated PD parameter distribution provided by the covariate. In a further step, a simple second stage model suggested by the graphic approach is introduced, the fixed effect and its associated variance are estimated and a statistical test is then performed to compare this fixed effect to a given value. The performances of our strategy are also compared to those of a non-population-based approach method commonly used for detecting interactions. Our results illustrate the relevance of our strategy in a case where the concentration of one of the two drugs can be included as a covariate and show that an existing interaction can be detected more often than with a usual approach. The prominent role of the interindividual PD variability level and of the two controlled factors is also shown.

群体方法是检测和评估药物-药物相互作用的有吸引力的方法,主要是因为它们可以处理稀疏的数据并量化个体间药代动力学(PK)和药效学(PD)的可变性。不幸的是,这些方法有时不能检测到生物化学和/或药理学基础上预期的相互作用,这些假阴性的原因有些不清楚。本文的目的是首先提出一种策略,在使用非参数总体方法进行分析时检测和评估PD药物-药物相互作用,然后评估一些设计变量(即受试者数量,个体测量值)和PD个体间变异性水平对所建议策略性能的影响。考虑两种相互作用的药物A和B,药物B本身应该表现出本研究不感兴趣的药理作用,但增加了A的作用。在对照试验的背景下,模拟了同时给药后A和B的浓度,以及在不同设计变量和PD变异性水平组合下的效果。然后用NPML方法分析模拟数据的重复,将药物B的浓度作为协变量。在第一步中,没有指定将后者与每个PD参数相关的模型,然后通过图形化处理NPML结果,并通过检查协变量提供的估计PD参数分布的方差和熵的预期减少。在进一步的步骤中,引入了一个简单的第二阶段模型,通过图形方法估计固定效应及其相关方差,然后进行统计检验,将该固定效应与给定值进行比较。我们的策略的性能还与通常用于检测相互作用的非基于群体的方法进行了比较。我们的结果说明了我们的策略在两种药物之一的浓度可以作为协变量包括的情况下的相关性,并表明现有的相互作用可以比通常的方法更经常地被检测到。个体间PD变异水平和两种控制因素的显著作用也被显示出来。
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引用次数: 3
Assuming peripheral elimination: its impact on the estimation of pharmacokinetic parameters of muscle relaxants. 假设外周消除:其对肌肉松弛剂药代动力学参数估计的影响。
Pub Date : 1999-10-01 DOI: 10.1023/a:1023286329945
J Laurin, F Nekka, F Donati, F Varin

For anesthetic drugs undergoing nonorgan-based elimination, there is a definite trend towards using pharmacokinetic (PK) models in which elimination can occur from both central (k10) and peripheral compartments (k20). As the latter cannot be assessed directly, assumptions have to be made regarding its value. The primary purpose of this paper is to evaluate the impact of assuming various degrees of peripheral elimination on the estimation of PK parameters. For doing so, an explanatory model is presented where previously published data from our laboratory on three muscle relaxants, i.e., atracurium, doxacurium, and mivacurium, are used for simulations. The mathematical aspects for this explanatory model as well as for two specific applications are detailed. Our simulations show that muscle relaxants having a short elimination half-life are more affected by the presence of peripheral elimination as their distribution phase occupies the major proportion of their total area under the curve. Changes in the exit site dependent PK parameters (Vdss) are also mostly significant when k20 is smaller than k10. Although the physiological processes that determine drug distribution and those affecting peripheral elimination are independent, the two are mathematically tied together in the two-compartment model with both central and peripheral elimination. It follows that, as greater importance is given to k20, the rate of transfer from the central compartment (k12) increases. However, as a result of a proportional increase in the volume of the peripheral compartment, peripheral concentrations remain unchanged whether or not peripheral elimination is assumed. These findings point out the limitations of compartmental analysis when peripheral elimination cannot be measured directly.

对于正在经历非器官消除的麻醉药物,有一个明确的趋势是使用药代动力学(PK)模型,其中可以从中央(k10)和外周室(k20)进行消除。由于后者不能直接评估,因此必须对其价值作出假设。本文的主要目的是评估假设不同程度的外围消除对PK参数估计的影响。为此,我们提出了一个解释性模型,其中我们实验室先前发表的关于三种肌肉松弛剂的数据,即阿曲库铵、多沙库铵和米瓦库铵,用于模拟。详细介绍了该解释模型的数学方面以及两个具体应用。我们的模拟表明,消除半衰期短的肌肉松弛剂受外周消除的影响更大,因为它们的分布阶段占据了曲线下总面积的主要比例。当k20小于k10时,出口位点相关PK参数(Vdss)的变化也最为显著。尽管决定药物分布的生理过程和影响外周消除的生理过程是独立的,但在数学上,这两者在中央和外周消除的双室模型中是联系在一起的。由此可见,当给予k20更大的重视时,从中央隔室(k12)转移的速率就会增加。然而,由于外周腔室体积成比例增加,无论是否假设外周消除,外周浓度保持不变。这些发现指出了当外周消除不能直接测量时,区室分析的局限性。
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引用次数: 9
Variability of the model-independent AUC: the one sample per individual case. 与模型无关的AUC的可变性:每个个案一个样本。
Pub Date : 1999-08-01 DOI: 10.1023/a:1020921323001
W Jawień

A theory is developed for estimation of a population value of AUC along with its standard deviation, in the case, when only one concentration-time (C-t) sample is available for each individual. This theory is based on model-independent pharmacokinetics. Integration methods are classified due to their applicability to the presented approach. The main goal of this work is to establish a statistical hypothesis-testing procedure which would make single C-t samples usable for bioequivalence studies. An application of the theory to a number of integration methods currently in use is analyzed in detail. A real data illustration is included.

在每个个体只有一个浓度-时间(C-t)样本的情况下,开发了一种理论,用于估计AUC的总体值及其标准差。该理论建立在模型无关的药代动力学基础上。根据所提出方法的适用性对集成方法进行了分类。这项工作的主要目标是建立一个统计假设检验程序,使单个C-t样品可用于生物等效性研究。详细分析了该理论在目前常用的几种积分方法中的应用。包括一个真实的数据说明。
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引用次数: 6
期刊
Journal of Pharmacokinetics and Biopharmaceutics
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