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Drug Interactions between Traditional Chinese Medicines and Cardiovascular Drugs. 中药与心血管药物之间的药物相互作用。
IF 1.9 4区 医学 Q3 PHARMACOLOGY & PHARMACY Pub Date : 2024-09-01 Epub Date: 2024-07-15 DOI: 10.1007/s13318-024-00905-4
Qi Shen, Wenxuan Chen, Wei Wang, Shuyue Kang, Yuxin Du, Jiaxi Shi, Limei Yao, Weirong Li

Cardiovascular disease (CVD) is one of the leading causes of death worldwide, and its internal medicine treatments are mostly single/few-target chemical drugs. Long-term use of cardiovascular drugs for complex chronic diseases may lead to serious adverse drug reactions. Traditional Chinese medicine (TCM) has been used to treat heart diseases for thousands of years, helping to ease symptoms and prolong patients' lifespan in ancient China. TCM has the pharmacological characteristics of being multi-component, multi-target and multi-pathway, and the combined application of TCM and western medicine can be an alternative treatment for chronic and intractable diseases with high safety levels. This article reviewed the interactions and synergistic effect of TCM and cardiovascular drugs. In the treatment of arrhythmia, TCM combined with western medicine can more effectively regulate patients' cardiac electrophysiological characteristics, reduce the onsets of premature beat and heart rate variability, lower the levels of QT interval dispersion and serum inflammatory factors, alleviate clinical symptoms and TCM syndromes, and improve cardiac function with good safety levels. In the treatment of hypertension, integrative medicine can more steadily reduce blood pressure and levels of serum inflammatory factors and improve hemodynamic indexes and exercise tolerance, and it has high safety levels, especially for pregnant women. As for coronary heart disease, the combination of TCM and antiplatelet drugs may promote the absorption of each other. However, the interaction risk of pharmacokinetic mechanism between them is low at the dose of efficacy. Integrative medicine can reduce the level of N-terminal pro-brain natriuretic peptide, delay cardiac remodeling and improve heart function and quality of life for patients with heart failure with high safety levels.

心血管疾病(CVD)是导致全球死亡的主要原因之一,其内科治疗大多采用单一/少数靶点化学药物。长期使用心血管药物治疗复杂的慢性疾病可能会导致严重的药物不良反应。传统中医药治疗心脏病已有数千年的历史,在中国古代就有助于缓解症状、延长患者寿命。中药具有多成分、多靶点、多途径的药理特点,中西医结合治疗慢性顽固性疾病具有较高的安全性。本文综述了中药与心血管药物的相互作用和协同效应。在心律失常的治疗中,中西医结合能更有效地调节患者的心脏电生理特征,减少早搏的发生和心率变异,降低QT间期离散度和血清炎症因子水平,缓解临床症状和中医证候,改善心功能,安全性高。在高血压的治疗中,中西医结合治疗能更稳定地降低血压和血清炎症因子水平,改善血液动力学指标和运动耐量,安全性高,尤其是对孕妇。对于冠心病,中药与抗血小板药物联用可相互促进吸收。但在疗效剂量下,两者药效机制的相互作用风险较低。中西医结合药物可降低 N 端脑钠肽水平,延缓心脏重塑,改善心衰患者的心脏功能和生活质量,安全性较高。
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引用次数: 0
The ATP-Binding Cassette Transporter-Mediated Efflux Transport of Ganciclovir at the Blood-Brain Barrier. 由 ATP 结合盒转运体介导的更昔洛韦在血脑屏障的外排转运。
IF 1.9 4区 医学 Q3 PHARMACOLOGY & PHARMACY Pub Date : 2024-09-01 Epub Date: 2024-07-04 DOI: 10.1007/s13318-024-00908-1
Yuheng Shan, Yuying Cen, Xiaojiao Xu, Ping Li, Jing Chen, Zhiyong Nie, Jiatang Zhang

Background and objective: Recent studies have highlighted the key role of the ATP-binding cassette (ABC) transporters, including the P-glycoprotein (P-gp), the breast cancer resistance protein (BCRP), and the multi-drug resistance protein 4 (MRP4) in limiting the brain distribution of several antiviral agents. In this study, we investigated whether the inhibition of these transporters increases the permeability of the blood-brain barrier (BBB) to ganciclovir.

Methods: A microdialysis and high-performance liquid chromatographic method was developed to monitor the concentrations of unbound ganciclovir in the brain interstitial fluid and plasma, with and without the administration of ABC transporter inhibitors. Pharmacokinetic parameters, including the area under the plasma concentration-time curve from time 0 to time of the last measurable analyte concentration (AUC0-t,plasma), the area under the brain interstitial fluid concentration-time curve from time 0 to time of the last measurable analyte concentration (AUC0-t,brain), and the unbound brain-to-plasma concentration ratio (Kp,uu,brain) were calculated.

Results: The mean AUC0-t,plasma, AUC0-t,brain, and Kp,uu,brain in rats who received ganciclovir (30 mg/kg, intraperitoneal) alone were 1090 min·µg/mL, 150 min·µg/mL, and 14%, respectively. After the administration of tariquidar (inhibitor of P-gp), Ko143 (inhibitor of BCRP), or MK-571 (inhibitor of MRP4), the Kp,uu,brain of ganciclovir increased to 31 ± 2.1%, 26 ± 1.3%, and 32 ± 2.0%, respectively.

Conclusions: The findings of this study suggest that ABC transporters P-gp, BCRP, and MRP4 mediate the efflux of ganciclovir at the BBB and that the inhibition of these transporters facilitates the penetration of the BBB by ganciclovir.

背景和目的:最近的研究强调了ATP结合盒(ABC)转运体,包括P-糖蛋白(P-gp)、乳腺癌耐药蛋白(BCRP)和多药耐药蛋白4(MRP4)在限制几种抗病毒药物脑部分布方面的关键作用。本研究探讨了抑制这些转运体是否会增加更昔洛韦对血脑屏障(BBB)的通透性:方法:我们开发了一种微透析和高效液相色谱法,用于监测服用或未服用 ABC 转运体抑制剂时脑间质和血浆中未结合的更昔洛韦的浓度。计算了药代动力学参数,包括血浆浓度-时间曲线下的面积(从时间 0 到最后可测量的分析物浓度的时间)(AUC0-t,血浆)、脑间质液浓度-时间曲线下的面积(从时间 0 到最后可测量的分析物浓度的时间)(AUC0-t,脑)和未结合的脑-血浆浓度比(Kp,uu,脑):结果:单独服用更昔洛韦(30 毫克/千克,腹腔注射)的大鼠血浆平均 AUC0-t、脑 AUC0-t 和脑 Kp,uu 分别为 1090 分钟-微克/毫升、150 分钟-微克/毫升和 14%。在服用tariquidar(P-gp抑制剂)、Ko143(BCRP抑制剂)或MK-571(MRP4抑制剂)后,更昔洛韦的Kp,uu,brain分别增至31±2.1%、26±1.3%和32±2.0%:本研究结果表明,ABC转运体P-gp、BCRP和MRP4介导了更昔洛韦在BBB的外流,抑制这些转运体有助于更昔洛韦穿透BBB。
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引用次数: 0
External Evaluation of Population Pharmacokinetic Models of Piperacillin in Preterm and Term Patients from Neonatal Intensive Care. 对新生儿重症监护中早产儿和足月儿哌拉西林的群体药代动力学模型进行外部评估。
IF 1.9 4区 医学 Q3 PHARMACOLOGY & PHARMACY Pub Date : 2024-09-01 Epub Date: 2024-07-01 DOI: 10.1007/s13318-024-00906-3
Frida S Boer-Pérez, Victoria Lima-Rogel, Ana R Mejía-Elizondo, Susanna E Medellín-Garibay, Ana S Rodríguez-Báez, Cristian J Rodríguez-Pinal, Rosa Del C Milán-Segovia, Silvia Romano-Moreno
<p><strong>Background and objectives: </strong>Piperacillin/tazobactam is extensively used off-label to treat late-onset neonatal sepsis, but safety and pharmacokinetic data in this population are limited. Additionally, the organic immaturity of the newborns contributes to a high piperacillin pharmacokinetic variability. This affects the clinical efficacy of the antibiotic treatment and increases the probability of developing drug resistance. This study aimed to evaluate the predictive performance of reported piperacillin population pharmacokinetic models for their application in a model-informed precision dosing strategy in preterm and term Mexican neonatal intensive care patients.</p><p><strong>Methods: </strong>Published population pharmacokinetic models for piperacillin which included neonates in their study population were identified. From the reference models, structured models, population pharmacokinetic parameters, and interindividual and residual variability data were extracted to be replicated in pharmacokinetic software (NONMEM<sup>®</sup> version 7.4). For the clinical study, a sampling schedule was designed, and 2-3 blood samples of 250 µL were taken from neonates who met the inclusion criteria. Piperacillin plasma concentrations were determined by liquid chromatography/tandem mass spectrometry. The clinical treatment data were collected, and piperacillin plasma concentrations were estimated using reference pharmacokinetic models for an a priori or Bayesian approach. Statistical methods were used in terms of bias and precision to evaluate the differences between observed and estimated neonatal piperacillin plasma concentrations with the different approaches and to identify the pharmacokinetic model that best fits the neonatal data.</p><p><strong>Results: </strong>A total of 70 plasma samples were collected from 25 neonatal patients, of which 15 were preterm neonates. The overall median value (range) postnatal age, gestational age, body weight, and serum creatinine at the sampling collecting day were 12 (3-26) days, 34.2 (26-41.1) weeks, 1.78 (0.08-3.90) Kg, 0.47 (0.20-0.90) mg/dL, respectively. Three population pharmacokinetic models for piperacillin in infants up to 2 months were identified, and their predictive performance in neonatal data was evaluated. No pharmacokinetic model was suitable for our population using an a priori approach. The model published by Cohen-Wolkowiez et al. in 2014 with a Bayesian approach showed the best performance of the pharmacokinetic models evaluated in our neonatal data. The procedure requires two blood samples (predose and postdose), and, when applied, it predicted 66.6% of the observations with a relative median absolute predicted error of less than 30%.</p><p><strong>Conclusions: </strong>The population pharmacokinetic model developed by Cohen-Wolkowiez et al. in 2014 demonstrated superior performance in predicting the plasma concentration of piperacillin in preterm and term Mexican neonatal inte
背景和目的:哌拉西林/他唑巴坦在标签外被广泛用于治疗晚期新生儿败血症,但在这一人群中的安全性和药代动力学数据十分有限。此外,新生儿的器质性不成熟也导致了哌拉西林药代动力学的高变异性。这会影响抗生素治疗的临床疗效,并增加产生耐药性的可能性。本研究旨在评估已报道的哌拉西林群体药代动力学模型的预测性能,以便在早产和足月墨西哥新生儿重症监护患者中应用以模型为依据的精确给药策略:方法: 对已发表的哌拉西林群体药代动力学模型进行了鉴定,这些模型的研究对象包括新生儿。从参考模型中提取结构化模型、群体药代动力学参数以及个体间和残差数据,在药代动力学软件(NONMEM® 7.4 版)中进行复制。在临床研究中,设计了一个采样计划,从符合纳入标准的新生儿中采集 2-3 份 250 µL 的血样。通过液相色谱/串联质谱法测定哌拉西林的血浆浓度。收集临床治疗数据,并使用先验或贝叶斯方法的参考药代动力学模型估算哌拉西林的血浆浓度。从偏差和精确度的角度使用统计方法评估不同方法观察到的和估计的新生儿哌拉西林血浆浓度之间的差异,并确定最适合新生儿数据的药代动力学模型:共采集了 25 名新生儿患者的 70 份血浆样本,其中 15 人为早产新生儿。采样日的产后年龄、胎龄、体重和血清肌酐的总体中位值(范围)分别为 12(3-26)天、34.2(26-41.1)周、1.78(0.08-3.90)千克、0.47(0.20-0.90)毫克/分升。针对 2 个月以下婴儿的哌拉西林,确定了三种群体药代动力学模型,并对其在新生儿数据中的预测性能进行了评估。根据先验方法,没有一个药代动力学模型适合我们的人群。Cohen-Wolkowiez 等人于 2014 年发表的贝叶斯方法模型在我们的新生儿数据中显示出了药代动力学模型的最佳性能。该程序需要两次血液样本(用药前和用药后),在应用时,它预测了 66.6% 的观察结果,相对中位绝对预测误差小于 30%:Cohen-Wolkowiez等人于2014年开发的群体药代动力学模型在预测墨西哥早产儿和足月新生儿重症监护患者的哌拉西林血浆浓度方面表现优异。贝叶斯方法包括两种不同的哌拉西林血浆浓度,其偏差和精确度在临床上是可以接受的。在我们的人群中,应用贝叶斯方法进行以模型为依据的精确用药可以优化哌拉西林的剂量。
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引用次数: 0
Model-Informed Clinical Development of Once-Every-6-Month Injection of Paliperidone Palmitate in Patients with Schizophrenia: A Pharmacometric Bridging Approach (Part I). 针对精神分裂症患者的每 6 个月一次帕潘立酮棕榈酸酯注射液的模型化临床开发:药效学桥接方法(第一部分)》。
IF 1.9 4区 医学 Q3 PHARMACOLOGY & PHARMACY Pub Date : 2024-07-01 Epub Date: 2024-05-15 DOI: 10.1007/s13318-024-00900-9
Huybrecht T'jollyn, Alberto Russu, Raja Venkatasubramanian, Srihari Gopal, Partha Nandy, Martine Neyens, Ruben Faelens, Mahesh N Samtani, Oliver Ackaert, Juan Jose Perez-Ruixo

Background and objective: A model-informed drug development (MIDD) approach was implemented for paliperidone palmitate (PP) 6-month (PP6M) clinical development, using pharmacokinetics and pharmacokinetic/pharmacodynamic model-based simulations.

Methods: PP6M pharmacokinetics were simulated by extending the PP 3-month (PP3M) pharmacokinetic model to account for increased injection volume, and hence dose. Contribution of the MIDD approach to the design of the pivotal PP6M phase-3 study (PP6M/PP3M noninferiority study, NCT03345342) investigating schizophrenia relapse rates was twofold: (1) PP6M dose selection, and (2) hypothesis generation that lower trough concentrations (Ctrough) associated with PP6M, relative to PP3M, were not associated with lower efficacy, which was to be evaluated in the phase-3 study. Moreover, accompanied by an intense sampling scheme to adequately characterize paliperidone pharmacokinetics and to elucidate the potential relationship between concentration and safety/efficacy, the bridging strategy eliminated the need for additional phase-1/phase-2 clinical studies.

Results: Using a MIDD bridging strategy, PP6M doses were selected that, compared with PP3M, were expected to have a similar range of exposures and a noninferior relapse rate and safety profile. Clinical data from PP6M/PP3M noninferiority study confirmed that PP6M, compared with PP3M, had a similar range of exposures (T'jollyn et al. in Eur J Drug Metab Pharmacokinet 2024), as well as a noninferior relapse rate and safety profile (this manuscript).

Conclusions: Consistency of the MIDD approach with observed clinical outcomes confirmed the hypothesis that lower Ctrough did not lead to increased relapse rates at the doses administered. Although higher paliperidone peak concentrations are achieved with corresponding doses of PP6M relative to PP3M in the phase-3 clinical study, types and incidences of treatment-related adverse events were comparable between PP6M and PP3M groups and no new safety concerns emerged for PP6M (Najarian et al. in Int J Neuropsychopharmacol 25(3):238-251, 2022).

背景和目的:采用基于药代动力学和药动学/药效学模型的模拟,为帕利哌酮棕榈酸酯(PP)6个月(PP6M)的临床开发实施了模型信息药物开发(MIDD)方法:通过扩展帕利哌酮 3 个月(PP3M)药代动力学模型,模拟帕利哌酮 6 个月的药代动力学,以考虑注射剂量的增加,进而考虑剂量的增加。MIDD方法对PP6M第3阶段关键性研究(PP6M/PP3M非劣效性研究,NCT03345342)的设计有两方面的贡献:(1)PP6M的剂量选择;(2)假设PP6M相对于PP3M较低的谷浓度(Ctrough)与较低的疗效无关,这将在第3阶段研究中进行评估。此外,为了充分描述帕利哌酮的药代动力学特征并阐明浓度与安全性/疗效之间的潜在关系,该桥接策略还采用了密集采样方案,因此无需进行额外的1期/2期临床研究:利用MIDD桥接策略,选择了PP6M剂量,与PP3M相比,预计其暴露范围相似,复发率和安全性均不低于PP3M。PP6M/PP3M 非劣效性研究的临床数据证实,与 PP3M 相比,PP6M 的暴露范围相似(T'jollyn 等人,发表于 Eur J Drug Metab Pharmacokinet 2024),复发率和安全性也不劣于 PP3M(本手稿):MIDD方法与观察到的临床结果一致,证实了在给药剂量下较低的Ctrough不会导致复发率增加的假设。虽然在第三阶段临床研究中,相对于PP3M,相应剂量的PP6M能达到更高的帕利哌酮峰值浓度,但PP6M组与PP3M组之间治疗相关不良事件的类型和发生率相当,PP6M没有出现新的安全性问题(Najarian等,载于Int J Neuropsychopharmacol 25(3):238-251,2022年)。
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引用次数: 0
Does Sample Size, Sampling Strategy, or Handling of Concentrations Below the Lower Limit of Quantification Matter When Externally Evaluating Population Pharmacokinetic Models? 在外部评估群体药代动力学模型时,样本大小、取样策略或对低于定量下限浓度的处理是否重要?
IF 1.9 4区 医学 Q2 Medicine Pub Date : 2024-07-01 Epub Date: 2024-05-05 DOI: 10.1007/s13318-024-00897-1
Mehdi El Hassani, Uwe Liebchen, Amélie Marsot

Background and objectives: Precision dosing requires selecting the appropriate population pharmacokinetic model, which can be assessed through external evaluations (EEs). The lack of understanding of how different study design factors influence EE study outcomes makes it challenging to select the most suitable model for clinical use. This study aimed to evaluate the impact of sample size, sampling strategy, and handling of concentrations below the lower limit of quantification (BLQ) on the outcomes of EE for four population pharmacokinetic models using vancomycin and tobramycin as examples.

Methods: Three virtual patient populations undergoing vancomycin or tobramycin therapy were simulated with varying sample size and sampling scenarios. The three approaches used to handle BLQ data were to (1) discard them, (2) impute them as LLOQ/2, or (3) use a likelihood-based approach. EEs were performed with NONMEM and R.

Results: Sample size did not have an important impact on the EE results for a given scenario. Increasing the number of samples per patient did not improve predictive performance for two out of the three evaluated models. Evaluating a model developed with rich sampling did not result in better performance than those developed with regular therapeutic drug monitoring. A likelihood-based method to handle BLQ samples impacted the outcomes of the EE with lower bias for predicted troughs.

Conclusions: This study suggests that a large sample size may not be necessary for an EE study, and models selected based on TDM may be more generalizable. The study highlights the need for guidelines for EE of population pharmacokinetic models for clinical use.

背景和目的:精确用药需要选择合适的群体药代动力学模型,可通过外部评价(EE)进行评估。由于缺乏对不同研究设计因素如何影响 EE 研究结果的了解,因此选择最适合临床使用的模型具有挑战性。本研究旨在以万古霉素和妥布霉素为例,评估样本大小、取样策略以及低于定量下限(BLQ)浓度的处理对四种群体药代动力学模型的 EE 结果的影响:方法:模拟了接受万古霉素或妥布霉素治疗的三个虚拟病人群体,样本量和取样方案各不相同。处理 BLQ 数据的三种方法是:(1) 丢弃 BLQ 数据;(2) 以 LLOQ/2 计算;或 (3) 使用基于似然法的方法。结果:在特定情况下,样本量对 EE 结果没有重要影响。在三个评估模型中,增加每个患者的样本数量并没有提高其中两个模型的预测性能。对使用丰富样本开发的模型进行评估,其结果并不比使用常规治疗药物监测开发的模型更好。基于似然法处理 BLQ 样本的方法影响了 EE 的结果,降低了预测谷值的偏差:本研究表明,EE 研究可能并不需要大量样本,基于 TDM 选择的模型可能更具普遍性。该研究强调了制定用于临床的群体药代动力学模型 EE 指南的必要性。
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引用次数: 0
Prediction of the First-Pass Metabolism of a Drug After Oral Intake Based on Structural Parameters and Physicochemical Properties. 根据结构参数和理化特性预测药物口服后的首过代谢过程
IF 1.9 4区 医学 Q2 Medicine Pub Date : 2024-07-01 Epub Date: 2024-05-11 DOI: 10.1007/s13318-024-00892-6
Mir Amir Hossein Hosseini, Ali Akbar Alizadeh, Ali Shayanfar

Background and objective: The oral first-pass metabolism is a crucial factor that plays a key role in a drug's pharmacokinetic profile. Prediction of the oral first-pass metabolism based on chemical structural parameters can be useful in the drug-design process. Developing an orally administered drug with an acceptable pharmacokinetic profile is necessary to reduce the cost and time associated with evaluating the extent of the first-pass metabolism of a candidate compound in preclinical studies. The aim of this study is to estimate the first-pass metabolism of an orally administered drug.

Methods: A set of compounds with reported first-pass metabolism data were collected. Moreover, human intestinal absorption percentage and oral bioavailability data were extracted from the literature to propose a classification system that split the drugs up based on their first-pass metabolism extents. Various structural parameters were calculated for each compound. The relations of the structural and physicochemical values of each compound to the class the compound belongs to were obtained using logistic regression.

Results: Initial analysis showed that compounds with logD7.4 > 1 or a rugosity factor of > 1.5 are more likely to have high first-pass metabolism. Four different models that can predict the oral first-pass metabolism with acceptable error were introduced. The overall accuracies of the models were in the range of 72% (for models with simple descriptors) to 78% (for models with complex descriptors). Although the models with simple descriptors have lower accuracies compared to complex models, they are more interpretable and easier for researchers to utilize.

Conclusion: A novel classification of drugs based on the extent of the oral first-pass metabolism was introduced, and mechanistic models were developed to assign candidate compounds to the appropriate proposed classes.

背景和目的:口服首过代谢是影响药物药代动力学特征的关键因素。根据化学结构参数预测口服首过代谢对药物设计过程非常有用。开发具有可接受的药代动力学特征的口服药物,对于减少在临床前研究中评估候选化合物的首过代谢程度所需的成本和时间非常必要。本研究旨在估算口服药物的首过代谢:方法:研究人员收集了一组有首过代谢数据报告的化合物。此外,还从文献中提取了人体肠道吸收率和口服生物利用度数据,从而提出了一个分类系统,根据药物的首过代谢程度将其分开。计算了每种化合物的各种结构参数。利用逻辑回归法得出了每种化合物的结构和理化值与化合物所属类别的关系:初步分析表明,logD7.4 > 1 或崎岖系数 > 1.5 的化合物更有可能具有较高的首过代谢率。结果:初步分析表明,logD7.4 > 1 或凹凸因子 > 1.5 的化合物更有可能具有较高的首过代谢率。这些模型的总体准确率在 72%(使用简单描述因子的模型)到 78%(使用复杂描述因子的模型)之间。虽然与复杂模型相比,使用简单描述符的模型的准确率较低,但它们的可解释性更强,更易于研究人员使用:结论:根据口服首过代谢的程度对药物进行了新的分类,并建立了机理模型,以便将候选化合物归入适当的拟议类别。
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引用次数: 0
Model-Based Bioequivalence Analysis to Assess and Predict the Relative Bioavailability of Valproic Acid Formulations. 基于模型的生物等效性分析评估和预测丙戊酸制剂的相对生物利用度
IF 1.9 4区 医学 Q3 PHARMACOLOGY & PHARMACY Pub Date : 2024-07-01 Epub Date: 2024-06-14 DOI: 10.1007/s13318-024-00901-8
Alejandra Schiavo, Pietro Fagiolino, Marta Vázquez, Iñaki Tróconiz, Manuel Ibarra

Background and objective: Model-based bioequivalence (MBBE) encompasses the use of nonlinear mixed effect models supporting the estimation of pharmacokinetic endpoints to assess the relative bioavailability between multi-source drug products. This application emerges as a valuable alternative to the standard non-compartmental analysis (NCA) in bioequivalence (BE) studies in which dense sampling is not possible. In this work, we aimed to assess the application of MBBE compared to traditional methods in evaluating the relative bioavailability of two formulations with different drug release properties. Additionally, we sought to predict the performance of a modified-release formulation in a multiple-dose scenario, leveraging data from a single-dose study.

Methods: MBBE analysis was implemented to estimate the BE endpoints (90% CI for the Test/Reference geometric mean ratio, T/R GMR) in area under the concentration-time curve (AUC) and maximum concentration (Cmax) using data from a single-dose, 2-period, 2-sequence BE study performed in 14 healthy subjects between a locally developed valproic acid extended-release formulation (Test) and the brand-name delayed-release formulation (Reference).

Results: Results were compared with the standard approach, revealing that MBBE analysis achieved higher discrimination between formulations for Cmax, addressing limitations of the experimental sampling design and highlighting an advantage for this model-based analysis even when rich data are available. Additionally, the bioequivalence outcome under the multiple-dose scenario was predicted through a simulation-based study for both total and unbound valproic acid concentrations, considering the impact of valproic acid saturable binding on BE conclusions.

Conclusions: The MBBE analysis was superior to the NCA approach in detecting product-related differences, overcoming limitations in the study experimental design. Predictions for the multiple-dose scenario preclude that the extended-release properties of the Test formulation would persist at steady state, resulting in lower peak-to-trough fluctuation and bioequivalent performance in terms of the extent of drug absorption. Overall, these results should discourage unnecessary experimentation in healthy subjects.

背景和目的:基于模型的生物等效性(MBBE)包括使用非线性混合效应模型来支持药代动力学终点的估计,以评估多源药物产品之间的相对生物利用度。在无法进行密集采样的生物等效性(BE)研究中,这种应用是标准非室分析(NCA)的重要替代方法。在这项工作中,我们旨在评估 MBBE 与传统方法相比,在评估两种具有不同药物释放特性的制剂的相对生物利用度时的应用情况。此外,我们还试图利用单剂量研究的数据,预测改良释放制剂在多剂量情况下的表现:方法:利用在 14 名健康受试者中进行的单剂量、2 个疗程、2 个序列的 BE 研究数据,对本地开发的丙戊酸缓释制剂(Test)和品牌缓释制剂(Reference)进行 MBBE 分析,以估算浓度-时间曲线下面积(AUC)和最大浓度(Cmax)的 BE 终点(Test/Reference 几何平均比的 90% CI,T/R GMR):结果:将研究结果与标准方法进行了比较,发现 MBBE 分析法对不同制剂的 Cmax 具有更高的区分度,解决了实验取样设计的局限性,并突出了这种基于模型的分析法的优势,即使在数据丰富的情况下也是如此。此外,考虑到丙戊酸饱和结合对生物等效性结论的影响,通过对总浓度和未结合丙戊酸浓度进行模拟研究,预测了多剂量情况下的生物等效性结果:在检测产品相关差异方面,MBBE 分析优于 NCA 方法,克服了研究实验设计的局限性。对多剂量情况的预测排除了试验制剂的缓释特性在稳态时持续存在的可能性,从而降低了峰谷波动,并在药物吸收程度方面实现了生物等效。总之,这些结果应阻止在健康受试者身上进行不必要的试验。
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引用次数: 0
Model-Informed Clinical Development of 6-Monthly Injection of Paliperidone Palmitate in Patients with Schizophrenia: Dosing Strategies Guided by Population Pharmacokinetic Modeling and Simulation (Part II). 精神分裂症患者 6 个月一次注射帕潘立酮棕榈酸酯的模型指导临床开发:群体药代动力学建模和模拟指导下的剂量策略(第二部分)》。
IF 1.9 4区 医学 Q3 PHARMACOLOGY & PHARMACY Pub Date : 2024-07-01 Epub Date: 2024-05-20 DOI: 10.1007/s13318-024-00899-z
Huybrecht T'jollyn, Raja Venkatasubramanian, Martine Neyens, Srihari Gopal, Alberto Russu, Partha Nandy, Juan Jose Perez-Ruixo, Oliver Ackaert

Background and objective: Paliperidone palmitate 6-month (PP6M) intramuscular (IM) injection is the longest-acting treatment available for patients with schizophrenia. A population pharmacokinetic (popPK) modeling and simulation approach was deployed to inform dosing strategies for PP6M.

Methods: The extensive analysis database included 15,932 paliperidone samples from 700 patients receiving gluteal paliperidone palmitate 3-month (PP3M) or PP6M injections in the double-blind phase of a phase-3 noninferiority study (NCT03345342). Exposure parameters for paliperidone appeared to increase dose-proportionally within each dosing schedule (PP3M/PP6M). The range of paliperidone exposures after IM administration of PP6M overlaps with that of corresponding doses of oral paliperidone extended release, PP 1-month (PP1M), and PP3M. Model-based simulations were performed to investigate paliperidone exposures in different PP6M dosing scenarios and relevant subpopulations.

Results: A dosing window of ≤ 2 weeks earlier and ≤ 3 weeks later than the target 6-month interval for maintenance treatment with PP6M dosing maintains paliperidone exposures at levels that are not expected to substantially impact its safety and efficacy. For missed-dose scenarios, tailored re-initiation regimens are proposed that should be applied before resuming PP6M maintenance dosing. Regarding subpopulations, PP6M 700 mg eq. is the highest dose recommended in mild renal-impairment patients; the paliperidone pharmacokinetics after PP6M administration is not affected by sex, body mass index, or age in a clinically meaningful way.

Conclusion: Paliperidone concentration-time profiles after PP6M and PP3M dosing were adequately described by the popPK model. Model-based simulation results provide guidance for clinicians on initiating PP6M therapy, transitioning between paliperidone formulations, the dosing windows to use for maintenance dosing, and managing missed PP6M doses.

背景和目的:帕潘立酮棕榈酸酯6个月(PP6M)肌肉注射剂是目前治疗精神分裂症患者的最长效治疗药物。我们采用了群体药代动力学(popPK)建模和模拟方法,为PP6M的用药策略提供依据:广泛的分析数据库包括来自700名患者的15932份帕利哌酮样本,这些患者在一项3期非劣效性研究(NCT03345342)的双盲阶段接受了臀部帕利哌酮棕榈酸酯3个月(PP3M)或PP6M注射。在每种给药方案(PP3M/PP6M)中,帕利哌酮的暴露参数似乎按剂量比例增加。PP6M即时给药后的帕利哌酮暴露范围与相应剂量的口服帕利哌酮缓释剂、PP1-月(PP1M)和PP3M重叠。我们进行了基于模型的模拟,以研究帕利哌酮在不同的PP6M剂量方案和相关亚人群中的暴露情况:结果:与PP6M给药维持治疗的6个月目标间隔相比,给药窗口期提前≤2周和延后≤3周可将帕利哌酮的暴露量维持在不会对其安全性和疗效产生重大影响的水平。对于漏服药的情况,建议在恢复PP6M维持治疗前采用量身定制的重新启动方案。关于亚人群,PP6M 700 mg当量是推荐给轻度肾功能不全患者的最高剂量;服用PP6M后帕利哌酮的药代动力学不受性别、体重指数或年龄的影响,在临床上没有意义:结论:popPK模型充分描述了PP6M和PP3M给药后帕潘立酮的浓度-时间曲线。基于模型的模拟结果可为临床医生提供以下方面的指导:PP6M治疗的起始、帕利哌酮制剂之间的转换、维持用药的用药窗口以及PP6M漏服的处理。
{"title":"Model-Informed Clinical Development of 6-Monthly Injection of Paliperidone Palmitate in Patients with Schizophrenia: Dosing Strategies Guided by Population Pharmacokinetic Modeling and Simulation (Part II).","authors":"Huybrecht T'jollyn, Raja Venkatasubramanian, Martine Neyens, Srihari Gopal, Alberto Russu, Partha Nandy, Juan Jose Perez-Ruixo, Oliver Ackaert","doi":"10.1007/s13318-024-00899-z","DOIUrl":"10.1007/s13318-024-00899-z","url":null,"abstract":"<p><strong>Background and objective: </strong>Paliperidone palmitate 6-month (PP6M) intramuscular (IM) injection is the longest-acting treatment available for patients with schizophrenia. A population pharmacokinetic (popPK) modeling and simulation approach was deployed to inform dosing strategies for PP6M.</p><p><strong>Methods: </strong>The extensive analysis database included 15,932 paliperidone samples from 700 patients receiving gluteal paliperidone palmitate 3-month (PP3M) or PP6M injections in the double-blind phase of a phase-3 noninferiority study (NCT03345342). Exposure parameters for paliperidone appeared to increase dose-proportionally within each dosing schedule (PP3M/PP6M). The range of paliperidone exposures after IM administration of PP6M overlaps with that of corresponding doses of oral paliperidone extended release, PP 1-month (PP1M), and PP3M. Model-based simulations were performed to investigate paliperidone exposures in different PP6M dosing scenarios and relevant subpopulations.</p><p><strong>Results: </strong>A dosing window of ≤ 2 weeks earlier and ≤ 3 weeks later than the target 6-month interval for maintenance treatment with PP6M dosing maintains paliperidone exposures at levels that are not expected to substantially impact its safety and efficacy. For missed-dose scenarios, tailored re-initiation regimens are proposed that should be applied before resuming PP6M maintenance dosing. Regarding subpopulations, PP6M 700 mg eq. is the highest dose recommended in mild renal-impairment patients; the paliperidone pharmacokinetics after PP6M administration is not affected by sex, body mass index, or age in a clinically meaningful way.</p><p><strong>Conclusion: </strong>Paliperidone concentration-time profiles after PP6M and PP3M dosing were adequately described by the popPK model. Model-based simulation results provide guidance for clinicians on initiating PP6M therapy, transitioning between paliperidone formulations, the dosing windows to use for maintenance dosing, and managing missed PP6M doses.</p>","PeriodicalId":11939,"journal":{"name":"European Journal of Drug Metabolism and Pharmacokinetics","volume":" ","pages":"491-506"},"PeriodicalIF":1.9,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141069836","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Systematic Evaluation of Osimertinib Population Pharmacokinetic Models in a Cohort of Dutch Adults with Non-Small Cell Lung Cancer. 在非小细胞肺癌荷兰成人队列中对奥希替尼群体药代动力学模型进行系统评估
IF 1.9 4区 医学 Q3 PHARMACOLOGY & PHARMACY Pub Date : 2024-07-01 Epub Date: 2024-06-15 DOI: 10.1007/s13318-024-00904-5
Niels Westra, Paul D Kruithof, Sander Croes, Robin M J M van Geel, Lizza E L Hendriks, Daan J Touw, Thijs H Oude Munnink, Paola Mian

Background and objective: Several population pharmacokinetic (popPK) studies have been reported that can guide the prediction of osimertinib plasma concentrations in individual patients. It is currently unclear which popPK model offers the best predictive performance and which popPK models are most suitable for nonadherence management and model-informed precision dosing. Therefore, the objective of this study was to externally validate all osimertinib popPK models available in the current literature.

Methods: Published popPK models for osimertinib were constructed using NONMEM version 7.4.4. The predictive quality of the identified models was assessed with goodness-of-fit (GoF) plots, conditional weighted residuals (CWRES) plots and a prediction-corrected visual predictive check (pcVPC) for osimertinib and its active metabolite AZ5104. A subset from the Dutch OSIBOOST trial, where 11 patients with low osimertinib exposure were included, was used as evaluation cohort.

Results: The population GoF plots for all four models poorly followed the line of identity. For the individual GoF plots, all models performed comparable and were closely distributed among the line of identity. CWRES of the four models were skewed. The pcVPCs of all four models showed a similar trend, where all observed concentrations fell in the simulated shaded areas, but in the lower region of the simulated areas.

Conclusion: All four popPK models can be used to individually predict osimertinib concentrations in patients with low osimertinib exposure. For population predictions, all four popPK models performed poorly in patients with low osimertinib exposure. A novel popPK model with good predictive performance should be developed for patients with low osimertinib exposure. Ideally, the cause for the relatively low osimertinib exposure in our evaluation cohort should be known.

Clinical trials registration: NCT03858491.

背景和目的:已有多项群体药代动力学(popPK)研究报道,这些研究可指导预测个体患者的奥希替尼血浆浓度。目前尚不清楚哪种 popPK 模型具有最佳的预测性能,也不清楚哪种 popPK 模型最适合用于非依从性管理和以模型为依据的精准用药。因此,本研究的目的是对现有文献中的所有奥希替尼 popPK 模型进行外部验证:使用 NONMEM 7.4.4 版构建了已发表的奥希替尼 popPK 模型。通过拟合优度(GoF)图、条件加权残差(CWRES)图和预测校正视觉预测检查(pcVPC)对奥西替尼及其活性代谢物 AZ5104 的预测质量进行评估。荷兰OSIBOOST试验的一个子集被用作评估队列,该试验纳入了11名奥西替尼暴露较低的患者:结果:所有四种模型的群体GoF图都不太符合特征线。在单个 GoF 图中,所有模型的表现相当,且紧密分布在同一直线上。四个模型的 CWRES 均呈倾斜状。所有四个模型的 pcVPCs 都显示出相似的趋势,即所有观测浓度都落在模拟阴影区域,但都落在模拟区域的较低区域:结论:所有四种 popPK 模型都可用于单独预测奥希替尼暴露量较低的患者的奥希替尼浓度。在群体预测方面,所有四种 popPK 模型在奥希替尼暴露量较低的患者中均表现不佳。应针对奥希替尼暴露量低的患者开发一种预测性能良好的新型 popPK 模型。理想情况下,我们的评估队列中奥西替尼暴露量相对较低的原因应该是已知的:临床试验注册:NCT03858491。
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引用次数: 0
Comparative Pharmacokinetic Study of Standard Astaxanthin and its Micellar Formulation in Healthy Male Volunteers. 标准虾青素及其胶束制剂在健康男性志愿者中的药代动力学比较研究
IF 1.9 4区 医学 Q3 PHARMACOLOGY & PHARMACY Pub Date : 2024-07-01 Epub Date: 2024-05-15 DOI: 10.1007/s13318-024-00898-0
Mohamed T Khayyal, Mahmoud H Teaima, Hoda M Marzouk, Rania M El -Hazek, Frank Behnam, Dariush Behnam

Background and objective: Astaxanthin is a naturally occurring carotenoid with high anti-oxidant properties, but it is a very lipophilic compound with low oral bioavailability. This study was conducted to compare the pharmacokinetic parameters of a novel astaxanthin preparation based on micellar solubilization technology, NovaSOL® 400-mg capsules (Test product), and those of astaxanthin 400-mg capsules (reference product), after single oral dose administration to healthy male adults.

Methods: A single oral dose (400 mg equivalent to 8 mg astaxanthin) of test and reference astaxanthin were administered with 240 mL of water to 12 volunteers according to crossover design, in two phases, with a washout period of 1 week in between. Blood samples were collected at hourly intervals for the first 12 h, then at 24.0, 48.0, and 72.0 h after administration. Aliquots of plasma were centrifuged and the clear supernatant was injected into the high performance liquid chromatography-diode array detection (HPLC-DAD) system. Plasma concentration of astaxanthin versus time profiles were constructed, and the primary pharmacokinetic parameters, maximum concentration (Cmax), area under concentration time curve from time of administration (0) to time (t) [AUC0-t] or to infinity ∞, [AUC0-∞],  half-life (T½) and time to reach Cmax (Tmax) were calculated.

Results: The test micellar astaxanthin reached a Cmax of 7.21 µg/ml after 3.67 h compared to only 3.86 µg/ml after 8.5 h for the reference native astaxanthin.

Conclusion: Micellar formulation of astaxanthin is capable of producing a high concentration of astaxanthin in plasma in a shorter time, thereby expected to provide faster potential therapeutic efficacy.

背景和目的:虾青素是一种天然类胡萝卜素,具有很强的抗氧化性,但它是一种非常亲脂的化合物,口服生物利用度较低。本研究旨在比较基于胶束增溶技术的新型虾青素制剂 NovaSOL® 400 毫克胶囊(试验产品)和虾青素 400 毫克胶囊(参照产品)在健康男性成年人中单次口服后的药代动力学参数:根据交叉设计,分两个阶段给 12 名志愿者口服单次剂量(400 毫克,相当于 8 毫克虾青素)的测试虾青素和参比虾青素,加 240 毫升水,中间有 1 周的冲洗期。在最初的 12 小时内,每隔一小时采集一次血样,然后在给药后的 24.0、48.0 和 72.0 小时采集血样。等量血浆离心后,将清澈的上清液注入高效液相色谱-二极管阵列检测(HPLC-DAD)系统。构建虾青素的血浆浓度与时间曲线,并计算主要药代动力学参数、最大浓度(Cmax)、从给药时间(0)到时间(t)的浓度时间曲线下面积[AUC0-t]或到无穷大∞,[AUC0-∞]、半衰期(T½)和达到Cmax的时间(Tmax):结果:测试的胶束虾青素在3.67小时后达到7.21微克/毫升的Cmax,而参考原生虾青素在8.5小时后仅为3.86微克/毫升:结论:虾青素的微胶囊配方能够在较短时间内在血浆中产生高浓度的虾青素,因此有望提供更快的潜在疗效。
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引用次数: 0
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European Journal of Drug Metabolism and Pharmacokinetics
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