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A Population Pharmacokinetic Study to Evaluate Doxorubicin Exposure Across All Age Groups. 评估各年龄组多柔比星暴露的人群药代动力学研究
IF 4.6 2区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2024-12-01 Epub Date: 2024-11-16 DOI: 10.1007/s40262-024-01445-5
Ma Ida Mohmaed Ali, A Laura Nijstad, René J Boosman, Marie-Rose B S Crombag, Shelby Barnett, Gareth J Veal, Arief Lalmohamed, Nielka P van Erp, Neeltje Steeghs, C Michel Zwaan, Jos H Beijnen, Hinke Siebinga, Alwin D R Huitema

Background: The effect of age on doxorubicin pharmacokinetics remains inconclusive, especially in patients at the extremes of the age spectrum. We developed a population pharmacokinetic model to further investigate the impact of age on the pharmacokinetics of doxorubicin.

Methods: A three-compartment model, incorporating allometric scaling was developed to describe doxorubicin pharmacokinetics across all ages. First, the effect of age in young patients was investigated, by adding a maturation function on clearance (CL), the central compartment (V1) and peripheral compartments (V2 and V3). Second, the impact of ageing was investigated by adding a maximal effect (Emax) function on CL, V1, V2, and V3. To investigate the overall impact of age on doxorubicin exposure, various simulations were conducted.

Results: A total of 168 patients (age: 0.11-90 years) with 555 doxorubicin samples were included. The maturation function was relevant for V1 and V2 (13.1 and 23.7 L, respectively), leading to an increase in V1 and V2 with increasing age. In contrast, adding an Emax function only impacted V3 (1063L), resulting in a decrease of V3 with age. Simulations showed no clinically relevant difference in the exposure of doxorubicin between age groups.

Conclusion: A population pharmacokinetic model with data across the age range showed that age predominantly affected volumes of distribution of the central and peripheral compartments. These effects were not considered to be clinically relevant based on performed simulations. This supports the use of currently used doxorubicin dosages of 1 mg/kg for infants and toddlers < 10 kg and body surface area-based dosing for other patients.

背景:年龄对多柔比星药代动力学的影响仍无定论,尤其是对处于年龄谱极端的患者。我们建立了一个群体药代动力学模型,以进一步研究年龄对多柔比星药代动力学的影响:方法:我们建立了一个三室模型,该模型结合了异速缩放,用于描述所有年龄段的多柔比星药代动力学。首先,通过在清除率(CL)、中心区室(V1)和外周区室(V2 和 V3)上添加成熟函数,研究了年龄对年轻患者的影响。其次,通过在 CL、V1、V2 和 V3 上添加最大效应(Emax)函数来研究老龄化的影响。为了研究年龄对多柔比星暴露的总体影响,进行了各种模拟:共纳入了 168 名患者(年龄:0.11-90 岁)的 555 份多柔比星样本。成熟函数与 V1 和 V2 有关(分别为 13.1 和 23.7 L),导致 V1 和 V2 随着年龄的增长而增加。相比之下,添加最大值函数只影响 V3(1063L),导致 V3 随着年龄的增长而减小。模拟结果显示,不同年龄组的多柔比星暴露量没有临床相关性差异:结论:一个包含各年龄段数据的群体药代动力学模型显示,年龄主要影响中枢和外周的分布容积。根据模拟结果,这些影响被认为与临床无关。这支持将目前使用的多柔比星剂量 1 毫克/千克用于婴幼儿。
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引用次数: 0
A Dose-Response Study of Four Fixed Weight-Based Phenylephrine Dosages in Obese Cesarean Delivery Patients to Prevent Spinal Anesthesia-Induced Hypotension. 肥胖剖宫产患者使用四种固定体重苯肾上腺素剂量预防脊髓麻醉诱发低血压的剂量反应研究
IF 4.6 2区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2024-12-01 Epub Date: 2024-11-28 DOI: 10.1007/s40262-024-01448-2
Li Xing, Hai-Feng Xu, Yang Wang, Hong-Shu Shi, Fei Xiao, Yao-Hua Shen, Su-Feng Lin

Background and objective: Reports have suggested the use of intravenous infusion of vasopressors as an approach to prevent spinal anesthesia-induced hypotension (SAIH) in women undergoing cesarean deliveries. However, data on the suitability of this technique for obese people are limited. As such, the current experiment was designed to clarify the dose-response relationship associated with the preventive administration of phenylephrine to avoid SAIH during cesarean delivery in obese parturients under combined spinal-epidural anesthesia.

Methods: The current study included 100 parturients with a body mass index ≥30 kg/m2 who were undergoing cesarean section delivery. They were randomly treated with phenylephrine at different doses: 0.375, 0.5, 0.625, or 0.75 μg/kg/min. An infusion of phenylephrine was deemed beneficial if hypotension was absent, with hypotension defined as a systolic blood pressure <90 mmHg or <80% of the baseline value between spinal injection and the delivery of the newborn. The 50% and 90% effective doses (ED50 and ED90, respectively) for prophylactic phenylephrine were determined via a probit regression.

Results: Respective rates of hypotension in the 0.375, 0.5, 0.625, and 0.75 groups were 52% (13/25), 40% (10/25), 20% (5/25), and 0% (0/25). ED50 and ED90 values of 0.42 (95% confidence interval 0.30-0.48) and 0.68 (95% confidence interval 0.60-0.87) μg/kg/min were calculated for phenylephrine treatment.

Conclusion: The study results indicated that prophylactic phenylephrine, which prevents SAIH in obese parturients following cesarean delivery, has calculated values of 0.42 and 0.68 μg/kg/min. These findings may contribute to developing appropriate clinical practice guidelines for improved patient management.

Clinical trial registration: https://www.chictr.org.cn/bin/project/edit?pid=153050 . Identifier ChiCTR2200058125.

背景和目的:有报道称,静脉输注血管加压素是预防剖宫产产妇出现脊髓麻醉诱发低血压(SAIH)的一种方法。然而,有关该技术是否适用于肥胖者的数据却很有限。因此,本实验旨在阐明在脊柱硬膜外联合麻醉下,肥胖产妇在剖宫产过程中预防性使用苯肾上腺素以避免 SAIH 的剂量-反应关系:本研究包括100名体重指数≥30 kg/m2的剖宫产产妇。他们随机接受不同剂量的苯肾上腺素治疗:他们随机接受不同剂量的苯肾上腺素治疗:0.375、0.5、0.625 或 0.75 μg/kg/分钟。如果没有出现低血压,则认为输注苯肾上腺素是有益的,低血压的定义分别为收缩压50和ED90),通过probit回归确定预防性苯肾上腺素的剂量:0.375、0.5、0.625 和 0.75 组的低血压发生率分别为 52%(13/25)、40%(10/25)、20%(5/25)和 0%(0/25)。苯肾上腺素治疗的 ED50 和 ED90 值分别为 0.42(95% 置信区间为 0.30-0.48)和 0.68(95% 置信区间为 0.60-0.87)微克/千克/分钟:研究结果表明,预防性使用苯肾上腺素可预防剖宫产后肥胖产妇的SAIH,其计算值分别为0.42和0.68 μg/kg/min。这些发现可能有助于制定适当的临床实践指南,改善患者管理。临床试验注册:https://www.chictr.org.cn/bin/project/edit?pid=153050 。识别码:ChiCTR2200058125。
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引用次数: 0
Acknowledgement to Referees. 鸣谢裁判员。
IF 4.6 2区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2024-11-11 DOI: 10.1007/s40262-024-01456-2
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引用次数: 0
Population Pharmacokinetic Quantification of CYP2D6 Activity in Codeine Metabolism in Ambulatory Surgical Patients for Model-Informed Precision Dosing. 门诊手术患者可待因代谢过程中 CYP2D6 活性的群体药代动力学定量分析,以实现基于模型的精准用药。
IF 4.6 2区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2024-11-01 Epub Date: 2024-10-23 DOI: 10.1007/s40262-024-01433-9
Muhammad Waqar Ashraf, Satu Poikola, Mikko Neuvonen, Johanna I Kiiski, Vesa K Kontinen, Klaus T Olkkola, Janne T Backman, Mikko Niemi, Teijo I Saari

Background and objective: Codeine metabolism in humans is complex due to the involvement of multiple cytochrome P450 (CYP) enzymes, and has a strong genetic underpinning, which determines the levels of relevant CYP450 enzyme expression in vivo. Polymorphic CYP2D6 metabolises codeine to morphine via O-demethylation, while a strong correlation between CYP2D6 phenotype and opioidergic adverse effects of codeine is well documented. The aim of this study was to quantify the effect of CYP2D6 genotype on the biotransformation of codeine.

Methods: We conducted a prospective clinical trial with 1000 patients, during which ambulatory patients were administered 60 mg of codeine preoperatively and the association between CYP2D6 activity and morphine exposure across various CYP2D6 genotypes was quantified using a population pharmacokinetic model. Plasma concentration data for codeine and its primary metabolites were obtained from 997 patients and CYP2D6 genotype was screened for study subjects, and respective sums of activity scores assigned for each CYP2D6 allele were used as covariates in model development.

Results: Our final model predicts the disposition of codeine and the formation of morphine, codeine-6-glucuronide and morphine-3-glucuronide adequately while accounting for variability in morphine exposure on the basis of CYP2D6 genotype. In agreement with previous results, patients with decreased function alleles (CYP2D6*10 and *41) showed varying levels of decrease in CYP2D6 activity that were inconsistent with increasing activity scores. Model simulations demonstrate that morphine concentrations in ultrarapid CYP2D6 metabolisers reach systemic concentrations that can potentially cause respiratory depression (over 9.1 ng/mL), and have 218% higher exposure (19 versus 8.7 µg · h/L, p < 0.001) to morphine than normal metabolisers. Similarly, poor and intermediate metabolisers had significantly reduced morphine exposure (1.0 and 3.7 versus 8.7 µg · h/L, p < 0.001) as compared with normal metabolisers.

Conclusions: Our final model leads the way in implementing model-informed precision dosing in codeine therapy and identifies the use of genetic testing as an integral component in the effort to implement rational pharmacotherapy with codeine.

背景和目的:由于多种细胞色素 P450(CYP)酶的参与,可待因在人体内的代谢非常复杂,而且有很强的遗传基础,这决定了相关 CYP450 酶在体内的表达水平。多态的 CYP2D6 可通过 O-去甲基化作用将可待因代谢为吗啡,而 CYP2D6 表型与可待因的阿片类药物不良反应之间的密切关联已得到充分证实。本研究旨在量化 CYP2D6 基因型对可待因生物转化的影响:我们对 1000 名患者进行了前瞻性临床试验,在试验过程中,非卧床患者术前服用 60 毫克可待因,并使用群体药代动力学模型量化了不同 CYP2D6 基因型的 CYP2D6 活性与吗啡暴露之间的关系。研究人员从 997 名患者处获得了可待因及其主要代谢物的血浆浓度数据,并对研究对象进行了 CYP2D6 基因型筛查,在建立模型时将每个 CYP2D6 等位基因的活性评分总和作为协变量:结果:我们的最终模型能够充分预测可待因的处置以及吗啡、可待因-6-葡萄糖醛酸苷和吗啡-3-葡萄糖醛酸苷的形成,同时考虑到了基于 CYP2D6 基因型的吗啡暴露差异。与之前的结果一致,功能减弱等位基因(CYP2D6*10 和 *41)患者的 CYP2D6 活性出现了不同程度的降低,这与活性评分的增加不一致。模型模拟表明,超快速 CYP2D6 代谢者体内的吗啡浓度达到了可能导致呼吸抑制的全身浓度(超过 9.1 纳克/毫升),与正常代谢者相比,吗啡暴露量高出 218%(19 对 8.7 微克-小时/升,p < 0.001)。同样,与正常代谢者相比,贫代谢者和中等代谢者的吗啡暴露量明显减少(1.0 和 3.7 对 8.7 µg - h/L,p < 0.001):我们的最终模型引领了在可待因治疗中实施以模型为依据的精确用药的方向,并将基因检测的使用确定为实施可待因合理药物治疗的一个不可或缺的组成部分。
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引用次数: 0
Drug-Drug Interaction Management with the Novel Anti-Cytomegalovirus Agents Letermovir and Maribavir: Guidance for Clinicians. 新型抗巨细胞病毒药物 Letermovir 和 Maribavir 的药物相互作用管理:临床医师指南》。
IF 4.6 2区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2024-11-01 Epub Date: 2024-11-07 DOI: 10.1007/s40262-024-01437-5
David M Burger, Laura Nijboer, Mira Ghobreyal, Johan Maertens, Nicole Blijlevens, Luuk Hilbrands, Marije C Baas, Per Ljungman, Roger J M Brüggemann

Letermovir and maribavir have demonstrated efficacy in the prevention and treatment, respectively, of immunosuppressed patients with cytomegalovirus (CMV) infection and disease. These patients often have polypharmacy making them at risk for drug-drug interactions. Both letermovir and maribavir can be perpetrators and victims of drug-drug interactions. Letermovir is a moderate inhibitor of CYP3A, CYP2C8 and OATP1B1/3, and a moderate inducer of CYP2C19. It is a substrate of UGT1A1/3, BCRP, P-gp and OATP1B1/3. Maribavir is a moderate CYP2C9 inhibitor and a substrate of CYP3A. Drug-drug interactions between these anti-CMV agents and a number of therapeutic classes, such as immunosuppressants, antifungal agents, and hemato-oncological agents, can have clinical consequences and deserve dose modification or close monitoring. In a number of examples, three-way drug interactions need to be assessed. The objective of this review is to provide clinicians with guidance for drug-drug interaction management, based on existing data from drug-drug interaction studies, and extrapolation to other relevant co-medications that have not (yet) been studied but that are frequently used in these patient populations.

来替莫韦和马立巴韦已分别证明可有效预防和治疗巨细胞病毒(CMV)感染和疾病的免疫抑制患者。这些患者通常需要同时服用多种药物,因此存在药物间相互作用的风险。来替莫韦和马立巴韦既可能是药物相互作用的肇事者,也可能是受害者。来替莫韦是 CYP3A、CYP2C8 和 OATP1B1/3 的中度抑制剂,也是 CYP2C19 的中度诱导剂。它是 UGT1A1/3、BCRP、P-gp 和 OATP1B1/3 的底物。马利巴韦是一种中度的 CYP2C9 抑制剂,也是 CYP3A 的底物。这些抗 CMV 药物与许多治疗类别(如免疫抑制剂、抗真菌剂和血液肿瘤药物)之间的药物相互作用可能会产生临床后果,因此需要调整剂量或密切监测。在一些例子中,需要对三方药物相互作用进行评估。本综述的目的是根据现有的药物相互作用研究数据为临床医生提供药物相互作用管理指南,并将其推及尚未研究但在这些患者群体中经常使用的其他相关联合用药。
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引用次数: 0
Clinical Pharmacology of Asciminib: A Review. 阿西米尼的临床药理学:综述。
IF 4.6 2区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2024-11-01 Epub Date: 2024-10-29 DOI: 10.1007/s40262-024-01428-6
Matthias Hoch, Felix Huth, Paul William Manley, Ioannis Loisios-Konstantinidis, Francois Pierre Combes, Ying Fei Li, Yunlin Fu, Sherwin K B Sy, Vanessa Obourn, Abhijit Chakraborty, Florence Hourcade-Potelleret

Asciminib is a first-in-class allosteric inhibitor of the kinase activity of BCR::ABL1, specifically targeting the ABL myristoyl pocket (STAMP). This review focuses on the pharmacokinetic (PK) and pharmacodynamic data of asciminib, which is approved at a total daily dose of 80 mg for the treatment of adult patients with chronic myeloid leukemia in chronic phase who are either resistant or intolerant to ≥ 2 tyrosine kinase inhibitors or those harboring the T315I mutation (at a dose of 200 mg twice daily). Asciminib is predicted to be almost completely absorbed from the gut, with an absolute bioavailability (F) of approximately 73%. It should be administered in a fasted state, as food (particularly high-fat meals) reduces exposure. Asciminib displays a slightly greater than dose-proportional increase in exposure, with no time-dependent changes in PK observed following repeated dosing. This drug shows low clearance (6.31 L/h), with a moderate volume of distribution (111 L) and high human plasma protein binding (97.3%). The apparent terminal elimination half-life (t1/2) across studies was estimated to be between 7 and 15 h. The PK of asciminib is not substantially affected by body weight, age, gender, race, or renal or hepatic impairment. Asciminib is primarily metabolized via CYP3A4-mediated oxidation (36.0%) and UGT2B7- and UGT2B17-mediated glucuronidation (13.3% and 7.8%, respectively); biliary secretion via breast cancer resistance protein contributes to about 31.1% to total systemic clearance, which is mainly through hepatic metabolism and biliary secretion through the fecal pathway, with renal excretion playing a minor role. The potential for PK drug interaction for asciminib both as a victim and a perpetrator has been summarized here based on clinical and predicted drug-drug interaction studies. Robust exposure-response models characterized asciminib exposure-efficacy and exposure-safety relationships. In patients without the T315I mutation, the exposure-efficacy analysis of the time course of BCR::ABL1IS percentages highlighted the existence of a slightly positive, albeit not clinically significant, relationship. Higher exposure was required for efficacy in patients harboring the T315I mutation compared with those who did not. The exposure-safety relationship analysis showed no apparent association between exposure and adverse events of interest over the broad range of exposure or dose levels investigated. Asciminib has also been shown to have no clinically relevant effect on cardiac repolarization. Here, we review the clinical pharmacology data available to date for asciminib that supported its clinical development program and regulatory applications.

阿西米尼(Asciminib)是BCR::ABL1激酶活性的第一类异构抑制剂,专门针对ABL肉豆蔻酰口袋(STAMP)。阿西米尼获批用于治疗对≥2种酪氨酸激酶抑制剂耐药或不耐受的慢性期慢性髓性白血病成人患者或携带T315I突变的患者(剂量为200毫克,每日两次),每日总剂量为80毫克,本综述侧重于阿西米尼的药代动力学(PK)和药效学数据。据预测,阿昔米尼几乎可从肠道完全吸收,绝对生物利用度(F)约为73%。应在空腹状态下给药,因为食物(尤其是高脂肪膳食)会减少暴露量。阿西米尼暴露量的增加略高于剂量比例,重复给药后未观察到与时间相关的 PK 变化。这种药物的清除率低(6.31 升/小时),分布容积适中(111 升),与人体血浆蛋白结合率高(97.3%)。在各项研究中,阿西米尼的表观终末消除半衰期(t1/2)估计在 7 至 15 小时之间。阿西米尼的 PK 不会受到体重、年龄、性别、种族或肝肾功能损害的实质性影响。阿昔米尼主要通过 CYP3A4 介导的氧化作用(36.0%)以及 UGT2B7 和 UGT2B17 介导的葡萄糖醛酸化作用(分别为 13.3% 和 7.8%)进行代谢;通过乳腺癌抗性蛋白的胆汁分泌约占全身总清除率的 31.1%,这主要是通过肝脏代谢和粪便途径的胆汁分泌,肾脏排泄起次要作用。根据临床和预测的药物相互作用研究,本文总结了阿西米尼作为受害者和施害者可能发生的 PK 药物相互作用。可靠的暴露-反应模型描述了阿西米尼的暴露-疗效和暴露-安全性关系。在没有 T315I 突变的患者中,BCR::ABL1IS 百分比时间过程的暴露-疗效分析突出表明存在轻微的正相关关系,尽管没有临床意义。与不携带 T315I 突变的患者相比,携带 T315I 突变的患者需要更高的暴露量才能获得疗效。暴露与安全性关系分析表明,在广泛的暴露或剂量调查范围内,暴露与相关不良事件之间没有明显的关联。阿西米尼对心脏复极没有临床相关影响。在此,我们回顾了迄今为止支持阿西米尼临床开发计划和监管申请的临床药理数据。
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引用次数: 0
Changes in Plasma Clearance of CYP450 Probe Drugs May Not be Specific for Altered In Vivo Enzyme Activity Under (Patho)Physiological Conditions: How to Interpret Findings of Probe Cocktail Studies. 在(病理)生理条件下,CYP450 探针药物血浆清除率的变化可能不是体内酶活性改变的特异性表现:如何解释探针鸡尾酒研究的结果?
IF 4.6 2区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2024-11-01 Epub Date: 2024-10-27 DOI: 10.1007/s40262-024-01426-8
Laura M de Jong, Marinda van de Kreeke, Mariam Ahmadi, Jesse J Swen, Catherijne A J Knibbe, J G Coen van Hasselt, Martijn L Manson, Elke H J Krekels

Background and objective: CYP450 (CYP) phenotyping involves quantifying an individual's plasma clearance of CYP-specific probe drugs, as a proxy for in vivo CYP enzyme activity. It is increasingly applied to study alterations in CYP enzyme activity under various (patho)physiological conditions, such as inflammation, obesity, or pregnancy. The phenotyping approach assumes that changes in plasma clearance of probe drugs are driven by changes in CYP enzyme activity. However, plasma clearance is also influenced by protein binding, blood-to-plasma ratio, and hepatic blood flow, all of which may change under (patho)physiological conditions.

Methods: Using a physiologically based pharmacokinetic (PBPK) workflow, we aimed to evaluate whether the plasma clearance of commonly used CYP probe drugs is indeed directly proportional to alterations in CYP enzyme activity (sensitivity), and to what extent alterations in protein binding, blood-to-plasma ratio, and hepatic blood flow observed under (patho)physiological conditions impact plasma clearance (specificity).

Results: Plasma clearance of CYP probe drugs is sensitive to alterations in CYP enzyme activity, since alterations in intrinsic clearance between - 90% and + 150% resulted in near-proportional changes in plasma clearance, except for midazolam in the case of > 50% CYP3A4 induction. However, plasma clearance also changed near-proportionally with alterations in the unbound drug fraction, diminishing probe specificity. This was particularly relevant for high protein-bound probe drugs, as alterations in plasma protein binding resulted in larger relative changes in the unbound drug fraction. Alterations in the blood-to-plasma ratio and hepatic blood flow of ± 50% resulted in plasma clearance changes of less than ± 16%, meaning they limitedly impacted plasma clearance of CYP probe drugs, except for midazolam. In order to correct for the impact of non-metabolic determinants on probe drug plasma clearance, an R script was developed to calculate how much the CYP enzyme activity is actually altered under (patho)physiological conditions, when alterations in the unbound drug fraction, blood-to-plasma ratio, and/or hepatic blood flow also impact probe drug plasma clearance.

Conclusions: As plasma protein binding can change under (patho)physiological conditions, alterations in unbound drug fraction should be accounted for when using CYP probe drug plasma clearance as a proxy for CYP enzyme activity in patient populations. The tool developed in this study can support researchers in determining alterations in CYP enzyme activity in patients with (patho)physiological conditions.

背景和目的:CYP450 (CYP)表型分析包括对个体血浆中 CYP 特异性探针药物的清除率进行量化,以此作为体内 CYP 酶活性的代表。它越来越多地被应用于研究炎症、肥胖或妊娠等各种(病理)生理条件下 CYP 酶活性的变化。表型法假定探针药物血浆清除率的变化是由 CYP 酶活性的变化驱动的。然而,血浆清除率还受蛋白结合力、血浆比和肝血流量的影响,所有这些因素在(病理)生理条件下都可能发生变化:我们采用基于生理学的药代动力学(PBPK)工作流程,旨在评估常用 CYP 探针药物的血浆清除率是否确实与 CYP 酶活性的改变成正比(灵敏度),以及在(病理)生理条件下观察到的蛋白结合力、血浆比和肝血流量的改变对血浆清除率的影响程度(特异性):CYP探针药物的血浆清除率对CYP酶活性的改变很敏感,因为内在清除率在-90%到+150%之间的改变会导致血浆清除率发生近乎成比例的变化,但在CYP3A4诱导大于50%的情况下,咪达唑仑除外。不过,血浆清除率也会随着未结合药物部分的变化而发生近乎成比例的变化,从而降低了探针的特异性。这与高蛋白结合探针药物尤其相关,因为血浆蛋白结合的改变会导致未结合药物部分的相对变化更大。血浆比和肝血流量的±50%变化导致血浆清除率的变化小于±16%,这意味着它们对CYP探针药物血浆清除率的影响有限,但咪达唑仑除外。为了校正非代谢决定因素对探针药物血浆清除率的影响,我们开发了一个 R 脚本,用于计算在(病理)生理条件下,当未结合药物部分、血浆比和/或肝血流量的改变也影响探针药物血浆清除率时,CYP 酶活性的实际改变程度:结论:由于血浆蛋白结合会在(病理)生理条件下发生变化,因此在使用 CYP 探针药物血浆清除率作为患者人群 CYP 酶活性的替代指标时,应考虑未结合药物部分的变化。本研究开发的工具可帮助研究人员确定(病理)生理条件下患者体内 CYP 酶活性的变化。
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引用次数: 0
Impact of Continuous Infusion Meropenem PK/PD Target Attainment on C-Reactive Protein Dynamics in Critically Ill Patients With Documented Gram-Negative Hospital-Acquired or Ventilator-Associated Pneumonia. 持续输注美罗培南 PK/PD 达标对确诊为革兰氏阴性医院获得性肺炎或呼吸机相关肺炎重症患者 C 反应蛋白动态变化的影响
IF 4.6 2区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2024-11-01 Epub Date: 2024-10-25 DOI: 10.1007/s40262-024-01436-6
Carla Troisi, Pier Giorgio Cojutti, Matteo Rinaldi, Tommaso Tonetti, Antonio Siniscalchi, Coen van Hasselt, Pierluigi Viale, Federico Pea

Background and objective: Population pharmacokinetic/pharmacodynamic (PK/PD) modelling of antibiotics including C-reactive protein (C-RP) dynamics could be helpful in predicting the efficacy of antimicrobials. We developed a PK/PD model for assessing the impact of continuous infusion (CI) meropenem PK/PD target attainment on C-RP dynamics in critically ill patients with documented Gram-negative hospital- (HAP) or ventilator-acquired pneumonia (VAP).

Methods: Patients were grouped according to the type of antibiotic treatment received [meropenem monotherapy; meropenem plus empirical anti-MRSA (methicillin-resistant Staphylococcus aureus) therapy; meropenem in combination with another anti-Gram-negative active agent; meropenem plus a targeted anti-MRSA therapy]. A one-compartment population PK model of CI meropenem was developed by including all patients. A full C-RP production inhibition model was developed for fitting the PD data by including only patients receiving meropenem monotherapy or meropenem plus empirical anti-MRSA therapy. Monte Carlo simulations explored the relationship between the type of PK/PD target attainment of CI meropenem, defined as optimal (steady-state plasma concentration [Css] to minimum inhibitory concentration [MIC] ratio = 4-8), quasi-optimal (Css/MIC = 1-4) and sub-optimal (Css/MIC < 1) and the magnitude of C-RP production inhibition over time.

Results: A total of 64 patients providing 211 meropenem concentrations were included in the PK analysis, whereas 47 patients providing 328 C-RP data were included in the PD model. Simulations showed that optimal PK/PD target attainment was associated with the highest and most rapid C-RP production inhibition (44% and 56% at days 2 and 4, respectively). Conversely, sub-optimal PK/PD target attainment was shown to be almost ineffective (< 5% at day 4 and < 10% at day 10).

Conclusion: Our PK/PD model predicted that attaining optimal PK/PD target with CI meropenem may grant prompt and intense C-RP decrease among critically ill patients receiving targeted monotherapy for Gram-negative HAP/VAP, thus anticipating efficacy.

背景和目的:抗生素的群体药代动力学/药效学(PK/PD)模型包括C-反应蛋白(C-RP)动态,有助于预测抗菌药物的疗效。我们建立了一个PK/PD模型,用于评估连续输注(CI)美罗培南PK/PD目标的实现对有记录的革兰氏阴性医院性肺炎(HAP)或呼吸机获得性肺炎(VAP)重症患者C-RP动态的影响:根据患者接受的抗生素治疗类型进行分组[美罗培南单药治疗;美罗培南加经验性抗MRSA(耐甲氧西林金黄色葡萄球菌)治疗;美罗培南与另一种抗革兰氏阴性菌活性药物联合治疗;美罗培南加抗MRSA靶向治疗]。通过纳入所有患者,建立了 CI 美罗培南的单室群体 PK 模型。仅将接受美罗培南单药治疗或美罗培南加经验性抗 MRSA 治疗的患者纳入其中,建立了一个完整的 C-RP 生产抑制模型,以拟合 PD 数据。蒙特卡洛模拟探讨了CI美罗培南PK/PD目标实现类型之间的关系,定义为最佳(稳态血浆浓度[Css]与最小抑菌浓度[MIC]之比=4-8)、准最佳(Css/MIC=1-4)和次最佳(Css/MIC结果):共有 64 名患者提供了 211 个美罗培南浓度数据被纳入 PK 分析,47 名患者提供了 328 个 C-RP 数据被纳入 PD 模型。模拟结果显示,达到最佳 PK/PD 目标与最高和最快速的 C-RP 生成抑制有关(第 2 天和第 4 天分别为 44% 和 56%)。相反,次优的 PK/PD 目标实现则几乎没有效果(结论:我们的 PK/PD 模型预测,PK/PD 目标实现与 C-RP 生成抑制率最高、最迅速(第 2 天和第 4 天分别为 44% 和 56%)相关:我们的 PK/PD 模型预测,在接受革兰氏阴性 HAP/VAP 单药靶向治疗的重症患者中,使用 CI 美罗培南达到最佳 PK/PD 目标可使 C-RP 迅速而强烈地下降,从而达到预期疗效。
{"title":"Impact of Continuous Infusion Meropenem PK/PD Target Attainment on C-Reactive Protein Dynamics in Critically Ill Patients With Documented Gram-Negative Hospital-Acquired or Ventilator-Associated Pneumonia.","authors":"Carla Troisi, Pier Giorgio Cojutti, Matteo Rinaldi, Tommaso Tonetti, Antonio Siniscalchi, Coen van Hasselt, Pierluigi Viale, Federico Pea","doi":"10.1007/s40262-024-01436-6","DOIUrl":"10.1007/s40262-024-01436-6","url":null,"abstract":"<p><strong>Background and objective: </strong>Population pharmacokinetic/pharmacodynamic (PK/PD) modelling of antibiotics including C-reactive protein (C-RP) dynamics could be helpful in predicting the efficacy of antimicrobials. We developed a PK/PD model for assessing the impact of continuous infusion (CI) meropenem PK/PD target attainment on C-RP dynamics in critically ill patients with documented Gram-negative hospital- (HAP) or ventilator-acquired pneumonia (VAP).</p><p><strong>Methods: </strong>Patients were grouped according to the type of antibiotic treatment received [meropenem monotherapy; meropenem plus empirical anti-MRSA (methicillin-resistant Staphylococcus aureus) therapy; meropenem in combination with another anti-Gram-negative active agent; meropenem plus a targeted anti-MRSA therapy]. A one-compartment population PK model of CI meropenem was developed by including all patients. A full C-RP production inhibition model was developed for fitting the PD data by including only patients receiving meropenem monotherapy or meropenem plus empirical anti-MRSA therapy. Monte Carlo simulations explored the relationship between the type of PK/PD target attainment of CI meropenem, defined as optimal (steady-state plasma concentration [C<sub>ss</sub>] to minimum inhibitory concentration [MIC] ratio = 4-8), quasi-optimal (C<sub>ss</sub>/MIC = 1-4) and sub-optimal (C<sub>ss</sub>/MIC < 1) and the magnitude of C-RP production inhibition over time.</p><p><strong>Results: </strong>A total of 64 patients providing 211 meropenem concentrations were included in the PK analysis, whereas 47 patients providing 328 C-RP data were included in the PD model. Simulations showed that optimal PK/PD target attainment was associated with the highest and most rapid C-RP production inhibition (44% and 56% at days 2 and 4, respectively). Conversely, sub-optimal PK/PD target attainment was shown to be almost ineffective (< 5% at day 4 and < 10% at day 10).</p><p><strong>Conclusion: </strong>Our PK/PD model predicted that attaining optimal PK/PD target with CI meropenem may grant prompt and intense C-RP decrease among critically ill patients receiving targeted monotherapy for Gram-negative HAP/VAP, thus anticipating efficacy.</p>","PeriodicalId":10405,"journal":{"name":"Clinical Pharmacokinetics","volume":" ","pages":"1573-1583"},"PeriodicalIF":4.6,"publicationDate":"2024-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11573875/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142496335","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Population Pharmacokinetic Modelling of Norepinephrine in Healthy Volunteers Prior to and During General Anesthesia. 全身麻醉前和麻醉过程中健康志愿者体内去甲肾上腺素的群体药代动力学模型。
IF 4.6 2区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2024-11-01 Epub Date: 2024-10-27 DOI: 10.1007/s40262-024-01430-y
Yingxue Li, Jeroen V Koomen, Douglas J Eleveld, Johannes P van den Berg, Jaap Jan Vos, Ilonka N de Keijzer, Michel M R F Struys, Pieter J Colin
<p><strong>Background: </strong>Intraoperation hypotension (IOH) is commonly observed in patients undergoing surgery under general anesthesia, and even a brief episode of IOH can lead to unfavorable outcomes. To reduce the risk, blood pressure is closely measured during general anesthesia, and norepinephrine (NE) is frequently administered if hypotension is detected. Despite its routine application, information on the dose-exposure-response relationship of NE remains limited. Additionally, quantification of the influence of general anesthesia on the pharmacokinetics (PK) of NE is lacking.</p><p><strong>Objective: </strong>In this study, we aimed to describe NE PK in healthy volunteers and the influence of general anesthesia on its PK.</p><p><strong>Methods: </strong>A single-center, cross-over study was conducted in healthy volunteers. The volunteers received a step-up NE dosing scheme (0.04, 0.08, 0.12, 0.16 and 0.20 mcg<sup>-1</sup>/kg<sup>-1</sup>/min<sup>-1</sup>) first in the awake state and then under general anesthesia. General anesthesia was administered using a propofol/remifentanil Eleveld target-controlled infusion. During general anesthesia, a 30-second electrical stimulus was given as surrogate for surgical incision to the volunteers at each dosage step. Blood samples were drawn before the initial dosing and after each dosing step, and plasma NE, propofol and remifentanil concentrations were subsequently determined. A population PK model was developed using non-linear mixed effects modelling. Simulations were conducted to predict the plasma NE concentration in patients at different measured propofol concentrations.</p><p><strong>Results: </strong>A total of 1219 samples were analyzed from 36 volunteers. A two-compartment model with a first-order elimination best described the data. Weight, age, and session effect (awake vs general anesthesia) were identified as relevant covariates on the clearance (CL) of NE. A 10% decrease in NE CL was observed after general anesthesia induction. This difference between sessions is better explained by the measured concentration of propofol, rather than the anticipated impact of cardiac output. The estimated post-stimulation NE concentration is 0.66 nmol/L<sup>-1</sup> (95% CI 0.06-1.20 nmol/L<sup>-1</sup>) lower than the pre-stimulation NE concentration. Model simulation indicates that patients at a higher measured propofol concentration (e.g., 6 mcg/mL<sup>-1</sup>) exhibited higher NE concentrations (95% PI 18.10-43.89 nmol/L<sup>-1</sup>) than patients at a lower measured propofol concentration (e.g., 3 mcg/mL<sup>-1</sup>) (95% PI 16.81-38.91 nmol L<sup>-1</sup>).</p><p><strong>Conclusion: </strong>The NE PK is well described with a two-compartment model with a first-order elimination. NE CL exhibiting a 10% decrease under general anesthesia, with this difference being attributed to the measured concentration of propofol. The impact of stimulation on NE PK under general anesthesia is very limite
背景:在全身麻醉下接受手术的患者通常会出现术中低血压(IOH),即使是短暂的术中低血压发作也会导致不良后果。为了降低风险,在全身麻醉期间要密切测量血压,如果发现低血压,则要经常使用去甲肾上腺素(NE)。尽管 NE 已被常规应用,但有关其剂量-暴露-反应关系的信息仍然有限。此外,关于全身麻醉对去甲肾上腺素药代动力学(PK)影响的量化研究也很缺乏:本研究旨在描述健康志愿者体内 NE 的 PK 值以及全身麻醉对其 PK 值的影响:方法:在健康志愿者中开展了一项单中心、交叉研究。志愿者首先在清醒状态下,然后在全身麻醉状态下接受阶梯式 NE 给药方案(0.04、0.08、0.12、0.16 和 0.20 mcg-1/kg-1/min-1)。全身麻醉采用异丙酚/瑞芬太尼Eleveld靶控输注法。在全身麻醉期间,志愿者在每个剂量阶段都会受到 30 秒钟的电刺激,以替代手术切口。在首次给药前和每次给药后抽取血样,随后测定血浆中NE、丙泊酚和瑞芬太尼的浓度。采用非线性混合效应模型建立了群体 PK 模型。模拟预测了不同丙泊酚测量浓度下患者的血浆NE浓度:结果:共分析了来自 36 名志愿者的 1219 份样本。采用一阶消除的二室模型对数据进行了最佳描述。体重、年龄和疗程效应(清醒与全身麻醉)被确定为 NE 清除率(CL)的相关协变量。在全身麻醉诱导后观察到 NE 的清除率降低了 10%。与预期的心输出量的影响相比,异丙酚的测定浓度更能解释疗程间的这种差异。估计的刺激后 NE 浓度比刺激前 NE 浓度低 0.66 nmol/L-1(95% CI 0.06-1.20 nmol/L-1)。模型模拟表明,丙泊酚测量浓度较高的患者(如 6 mcg/mL-1)的 NE 浓度(95% PI 18.10-43.89 nmol/L-1)高于丙泊酚测量浓度较低的患者(如 3 mcg/mL-1)(95% PI 16.81-38.91 nmol L-1):结论:采用一阶消除的二室模型可以很好地描述 NE 的 PK 值。在全身麻醉状态下,NE的CL值下降了10%,这种差异是由于丙泊酚的测量浓度造成的。在全身麻醉状态下,刺激对NE PK的影响非常有限:临床试验注册号:NL9312。
{"title":"Population Pharmacokinetic Modelling of Norepinephrine in Healthy Volunteers Prior to and During General Anesthesia.","authors":"Yingxue Li, Jeroen V Koomen, Douglas J Eleveld, Johannes P van den Berg, Jaap Jan Vos, Ilonka N de Keijzer, Michel M R F Struys, Pieter J Colin","doi":"10.1007/s40262-024-01430-y","DOIUrl":"10.1007/s40262-024-01430-y","url":null,"abstract":"&lt;p&gt;&lt;strong&gt;Background: &lt;/strong&gt;Intraoperation hypotension (IOH) is commonly observed in patients undergoing surgery under general anesthesia, and even a brief episode of IOH can lead to unfavorable outcomes. To reduce the risk, blood pressure is closely measured during general anesthesia, and norepinephrine (NE) is frequently administered if hypotension is detected. Despite its routine application, information on the dose-exposure-response relationship of NE remains limited. Additionally, quantification of the influence of general anesthesia on the pharmacokinetics (PK) of NE is lacking.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Objective: &lt;/strong&gt;In this study, we aimed to describe NE PK in healthy volunteers and the influence of general anesthesia on its PK.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Methods: &lt;/strong&gt;A single-center, cross-over study was conducted in healthy volunteers. The volunteers received a step-up NE dosing scheme (0.04, 0.08, 0.12, 0.16 and 0.20 mcg&lt;sup&gt;-1&lt;/sup&gt;/kg&lt;sup&gt;-1&lt;/sup&gt;/min&lt;sup&gt;-1&lt;/sup&gt;) first in the awake state and then under general anesthesia. General anesthesia was administered using a propofol/remifentanil Eleveld target-controlled infusion. During general anesthesia, a 30-second electrical stimulus was given as surrogate for surgical incision to the volunteers at each dosage step. Blood samples were drawn before the initial dosing and after each dosing step, and plasma NE, propofol and remifentanil concentrations were subsequently determined. A population PK model was developed using non-linear mixed effects modelling. Simulations were conducted to predict the plasma NE concentration in patients at different measured propofol concentrations.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Results: &lt;/strong&gt;A total of 1219 samples were analyzed from 36 volunteers. A two-compartment model with a first-order elimination best described the data. Weight, age, and session effect (awake vs general anesthesia) were identified as relevant covariates on the clearance (CL) of NE. A 10% decrease in NE CL was observed after general anesthesia induction. This difference between sessions is better explained by the measured concentration of propofol, rather than the anticipated impact of cardiac output. The estimated post-stimulation NE concentration is 0.66 nmol/L&lt;sup&gt;-1&lt;/sup&gt; (95% CI 0.06-1.20 nmol/L&lt;sup&gt;-1&lt;/sup&gt;) lower than the pre-stimulation NE concentration. Model simulation indicates that patients at a higher measured propofol concentration (e.g., 6 mcg/mL&lt;sup&gt;-1&lt;/sup&gt;) exhibited higher NE concentrations (95% PI 18.10-43.89 nmol/L&lt;sup&gt;-1&lt;/sup&gt;) than patients at a lower measured propofol concentration (e.g., 3 mcg/mL&lt;sup&gt;-1&lt;/sup&gt;) (95% PI 16.81-38.91 nmol L&lt;sup&gt;-1&lt;/sup&gt;).&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Conclusion: &lt;/strong&gt;The NE PK is well described with a two-compartment model with a first-order elimination. NE CL exhibiting a 10% decrease under general anesthesia, with this difference being attributed to the measured concentration of propofol. The impact of stimulation on NE PK under general anesthesia is very limite","PeriodicalId":10405,"journal":{"name":"Clinical Pharmacokinetics","volume":" ","pages":"1597-1608"},"PeriodicalIF":4.6,"publicationDate":"2024-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11573843/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142496349","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Understanding Voriconazole Metabolism: A Middle-Out Physiologically-Based Pharmacokinetic Modelling Framework Integrating In Vitro and Clinical Insights. 了解伏立康唑的代谢:基于生理学的中间向外药代动力学建模框架,将体外实验和临床观察融为一体。
IF 4.6 2区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2024-11-01 Epub Date: 2024-10-30 DOI: 10.1007/s40262-024-01434-8
Ayatallah Saleh, Josefine Schulz, Jan-Frederik Schlender, Linda B S Aulin, Amrei-Pauline Konrad, Franziska Kluwe, Gerd Mikus, Wilhelm Huisinga, Charlotte Kloft, Robin Michelet
<p><strong>Background and objective: </strong>Voriconazole (VRC), a broad-spectrum antifungal drug, exhibits nonlinear pharmacokinetics (PK) due to saturable metabolic processes, autoinhibition and metabolite-mediated inhibition on their own formation. VRC PK is also characterised by high inter- and intraindividual variability, primarily associated with cytochrome P450 (CYP) 2C19 genetic polymorphism. Additionally, recent in vitro findings indicate that VRC main metabolites, voriconazole N-oxide (NO) and hydroxyvoriconazole (OHVRC), inhibit CYP enzymes responsible for VRC metabolism, adding to its PK variability. This variability poses a significant risk of therapeutic failure or adverse events, which are major challenges in VRC therapy. Understanding the underlying processes and sources of these variabilities is essential for safe and effective therapy. This work aimed to develop a whole-body physiologically-based pharmacokinetic (PBPK) modelling framework that elucidates the complex metabolism of VRC and the impact of its metabolites, NO and OHVRC, on the PK of the parent, leveraging both in vitro and in vivo clinical data in a middle-out approach.</p><p><strong>Methods: </strong>A coupled parent-metabolite PBPK model for VRC, NO and OHVRC was developed in a stepwise manner using PK-Sim<sup>®</sup> and MoBi<sup>®</sup>. Based on available in vitro data, NO formation was assumed to be mediated by CYP2C19, CYP3A4, and CYP2C9, while OHVRC formation was attributed solely to CYP3A4. Both metabolites were assumed to be excreted via renal clearance, with hepatic elimination also considered for NO. Inhibition functions were implemented to describe the complex interaction network of VRC autoinhibition and metabolite-mediated inhibition on each CYP enzyme.</p><p><strong>Results: </strong>Using a combined bottom-up and middle-out approach, incorporating data from multiple clinical studies and existing literature, the model accurately predicted plasma concentration-time profiles across various intravenous dosing regimens in healthy adults, of different CYP2C19 genotype-predicted phenotypes. All (100%) of the predicted area under the concentration-time curve (AUC) and 94% of maximum concentration (C<sub>max</sub>) values of VRC met the 1.25-fold acceptance criterion, with overall absolute average fold errors of 1.12 and 1.14, respectively. Furthermore, all predicted AUC and C<sub>max</sub> values of NO and OHVRC met the twofold acceptance criterion.</p><p><strong>Conclusion: </strong>This comprehensive parent-metabolite PBPK model of VRC quantitatively elucidated the complex metabolism of the drug and emphasised the substantial impact of the primary metabolites on VRC PK. The comprehensive approach combining bottom-up and middle-out modelling, thereby accounting for VRC autoinhibition, metabolite-mediated inhibition, and the impact of CYP2C19 genetic polymorphisms, enhances our understanding of VRC PK. Moreover, the model can be pivotal in designing further
背景和目的:伏立康唑(Voriconazole,VRC)是一种广谱抗真菌药物,由于饱和代谢过程、自身抑制和代谢产物介导的对自身形成的抑制,其药代动力学(PK)呈现非线性。VRC PK 的另一个特点是个体间和个体内的高变异性,这主要与细胞色素 P450 (CYP) 2C19 遗传多态性有关。此外,最近的体外研究结果表明,VRC 的主要代谢物伏立康唑 N-氧化物(NO)和羟基伏立康唑(OHVRC)会抑制负责 VRC 代谢的 CYP 酶,从而增加其 PK 变异性。这种变异性带来了治疗失败或不良事件的巨大风险,而这正是 VRC 治疗所面临的主要挑战。了解这些变异性的基本过程和来源对于安全有效的治疗至关重要。这项工作旨在开发一种基于生理的全身药代动力学(PBPK)建模框架,利用体外和体内临床数据,以中间向外的方法阐明 VRC 的复杂代谢及其代谢物 NO 和 OHVRC 对母体 PK 的影响:方法:使用 PK-Sim® 和 MoBi® 以循序渐进的方式建立了 VRC、NO 和 OHVRC 的母体-代谢物耦合 PBPK 模型。根据现有的体外数据,NO 的形成假定由 CYP2C19、CYP3A4 和 CYP2C9 介导,而 OHVRC 的形成则完全由 CYP3A4 介导。假定这两种代谢物都通过肾脏清除率排出体外,同时也考虑了 NO 的肝脏清除率。采用抑制函数来描述 VRC 自身抑制和代谢物介导的抑制对每种 CYP 酶的复杂相互作用网络:该模型采用自下而上和自上而下相结合的方法,结合多项临床研究数据和现有文献,准确预测了不同 CYP2C19 基因型预测表型的健康成人在各种静脉给药方案中的血浆浓度-时间曲线。所有(100%)预测的 VRC 浓度-时间曲线下面积 (AUC) 值和 94% 的最大浓度 (Cmax) 值都达到了 1.25 倍的接受标准,总体绝对平均倍数误差分别为 1.12 和 1.14。此外,NO 和 OHVRC 的所有预测 AUC 值和 Cmax 值均符合 2 倍接受标准:结论:这种全面的 VRC 母体-代谢物 PBPK 模型定量阐明了该药物复杂的代谢过程,并强调了初级代谢物对 VRC PK 的重大影响。该模型结合了自下而上和自上而下的综合方法,从而考虑了 VRC 自身抑制、代谢物介导的抑制以及 CYP2C19 基因多态性的影响,加深了我们对 VRC PK 的理解。此外,该模型在设计进一步的体外实验中起着关键作用,最终可用于儿科人群,提高治疗的个体化程度并改善临床效果。
{"title":"Understanding Voriconazole Metabolism: A Middle-Out Physiologically-Based Pharmacokinetic Modelling Framework Integrating In Vitro and Clinical Insights.","authors":"Ayatallah Saleh, Josefine Schulz, Jan-Frederik Schlender, Linda B S Aulin, Amrei-Pauline Konrad, Franziska Kluwe, Gerd Mikus, Wilhelm Huisinga, Charlotte Kloft, Robin Michelet","doi":"10.1007/s40262-024-01434-8","DOIUrl":"10.1007/s40262-024-01434-8","url":null,"abstract":"&lt;p&gt;&lt;strong&gt;Background and objective: &lt;/strong&gt;Voriconazole (VRC), a broad-spectrum antifungal drug, exhibits nonlinear pharmacokinetics (PK) due to saturable metabolic processes, autoinhibition and metabolite-mediated inhibition on their own formation. VRC PK is also characterised by high inter- and intraindividual variability, primarily associated with cytochrome P450 (CYP) 2C19 genetic polymorphism. Additionally, recent in vitro findings indicate that VRC main metabolites, voriconazole N-oxide (NO) and hydroxyvoriconazole (OHVRC), inhibit CYP enzymes responsible for VRC metabolism, adding to its PK variability. This variability poses a significant risk of therapeutic failure or adverse events, which are major challenges in VRC therapy. Understanding the underlying processes and sources of these variabilities is essential for safe and effective therapy. This work aimed to develop a whole-body physiologically-based pharmacokinetic (PBPK) modelling framework that elucidates the complex metabolism of VRC and the impact of its metabolites, NO and OHVRC, on the PK of the parent, leveraging both in vitro and in vivo clinical data in a middle-out approach.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Methods: &lt;/strong&gt;A coupled parent-metabolite PBPK model for VRC, NO and OHVRC was developed in a stepwise manner using PK-Sim&lt;sup&gt;®&lt;/sup&gt; and MoBi&lt;sup&gt;®&lt;/sup&gt;. Based on available in vitro data, NO formation was assumed to be mediated by CYP2C19, CYP3A4, and CYP2C9, while OHVRC formation was attributed solely to CYP3A4. Both metabolites were assumed to be excreted via renal clearance, with hepatic elimination also considered for NO. Inhibition functions were implemented to describe the complex interaction network of VRC autoinhibition and metabolite-mediated inhibition on each CYP enzyme.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Results: &lt;/strong&gt;Using a combined bottom-up and middle-out approach, incorporating data from multiple clinical studies and existing literature, the model accurately predicted plasma concentration-time profiles across various intravenous dosing regimens in healthy adults, of different CYP2C19 genotype-predicted phenotypes. All (100%) of the predicted area under the concentration-time curve (AUC) and 94% of maximum concentration (C&lt;sub&gt;max&lt;/sub&gt;) values of VRC met the 1.25-fold acceptance criterion, with overall absolute average fold errors of 1.12 and 1.14, respectively. Furthermore, all predicted AUC and C&lt;sub&gt;max&lt;/sub&gt; values of NO and OHVRC met the twofold acceptance criterion.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Conclusion: &lt;/strong&gt;This comprehensive parent-metabolite PBPK model of VRC quantitatively elucidated the complex metabolism of the drug and emphasised the substantial impact of the primary metabolites on VRC PK. The comprehensive approach combining bottom-up and middle-out modelling, thereby accounting for VRC autoinhibition, metabolite-mediated inhibition, and the impact of CYP2C19 genetic polymorphisms, enhances our understanding of VRC PK. Moreover, the model can be pivotal in designing further","PeriodicalId":10405,"journal":{"name":"Clinical Pharmacokinetics","volume":" ","pages":"1609-1630"},"PeriodicalIF":4.6,"publicationDate":"2024-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11573852/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142544126","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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Clinical Pharmacokinetics
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