Population pharmacokinetic

  • 文章类型: Systematic Review
    目的:甲氨蝶呤广泛应用于儿科恶性肿瘤和自身免疫性疾病的化疗,但剂量可能是具有挑战性的。开发了几种群体药代动力学模型来表征影响变异性的因素并改善给药方案的个性化。然而,包括不同研究的重要协变量。这篇综述的主要目的是总结和讨论影响儿科患者药代动力学变异性的甲氨蝶呤和协变量的群体药代动力学模型。
    方法:系统检索自成立至2023年7月7日在PubMed和EMBASE数据库中进行。报告质量是根据31个项目的清单进行评估的。提取了模型构建和验证的研究特征和信息,总结,并讨论。
    结果:本研究纳入了18项研究(4项前瞻性研究和14项回顾性研究,样本量为14至772名患者,每名患者2.7至93.1个样本)。两室模型是甲氨蝶呤常用的结构模型,甲氨蝶呤的清除率范围为2.32至19.03L/h(中位数:6.86L/h)。发现体型和肾功能显着影响小儿患者甲氨蝶呤的清除率。关于其他协变量的作用的报告有限,如基因多态性和联合用药,在甲氨蝶呤儿科患者的药代动力学参数中。内部和外部评估用于评估群体药代动力学模型的性能。
    结论:在常规临床使用前需要进行更严格的外部评估,以选择合适的PopPK模型。需要进一步的研究来纳入特定易感儿科人群的更大的队列或池分析,以提高对预测暴露谱和协变量识别的理解。
    OBJECTIVE: Methotrexate is widely utilized in the chemotherapy of malignant tumors and autoimmune diseases in the pediatric population, but dosing can be challenging. Several population pharmacokinetic models were developed to characterize factors influencing variability and improve individualization of dosing regimens. However, significant covariates included varied across studies. The primary objective of this review was to summarize and discuss population pharmacokinetic models of methotrexate and covariates that influence pharmacokinetic variability in pediatric patients.
    METHODS: Systematic searches were conducted in the PubMed and EMBASE databases from inception to 7 July 2023. Reporting Quality was evaluated based on a checklist with 31 items. The characteristics of studies and information for model construction and validation were extracted, summarized, and discussed.
    RESULTS: Eighteen studies (four prospective studies and fourteen retrospective studies with sample sizes of 14 to 772 patients and 2.7 to 93.1 samples per patient) were included in this study. Two-compartment models were the commonly used structural models for methotrexate, and the clearance range of methotrexate ranged from 2.32 to 19.03 L/h (median: 6.86 L/h). Body size and renal function were found to significantly affect the clearance of methotrexate for pediatric patients. There were limited reports on the role of other covariates, such as gene polymorphisms and co-medications, in the pharmacokinetic parameters of methotrexate pediatric patients. Internal and external evaluations were used to assess the performance of the population pharmacokinetic models.
    CONCLUSIONS: A more rigorous external evaluation needs to be performed before routine clinical use to select the appropriate PopPK model. Further research is necessary to incorporate larger cohorts or pool analyses in specific susceptible pediatric populations to improve the understanding of predicted exposure profiles and covariate identification.
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  • 文章类型: Journal Article
    目的:已报道异烟肼在不同人群中的药代动力学差异显著。我们旨在总结异烟肼在结核病(TB)患者中的群体药代动力学研究,重点关注N-乙酰转移酶2(NAT2)基因型/单核苷酸多态性(SNP)对异烟肼清除的影响。
    方法:在PubMed和Embase中进行了系统搜索,以确定异烟肼的群体药代动力学(PopPK)研究。如果患者人群患有结核病并接受异烟肼治疗,非线性混合效应建模,和参数方法用于建立异烟肼PopPK模型,并测试NAT2基因型/SNP作为模型开发的协变量。
    结果:共有12篇文章来自PubMed,Embase,手搜索文章。在大多数研究中,使用具有一阶吸收和线性消除的两室模型描述了异烟肼的分布。影响异烟肼药代动力学的重要协变量是NAT2基因型,体重,瘦体重,身体质量指数,无脂质量,efavirenz,配方,CD4细胞计数,和性别。在成人结核病人群中进行的大多数研究报告,与慢速乙酰化剂相比,NAT2快速乙酰化剂的异烟肼清除率增加了两倍或三倍。
    结论:异烟肼的易变性主要归因于NAT2基因型。这导致三峰清除模式,与缓慢的乙酰化剂相比,NAT2快速乙酰化剂的清除增加了多倍。需要进一步研究探索开发的PopPK模型在不同临床环境中的普遍性/适应性。
    OBJECTIVE: Significant pharmacokinetic variabilities have been reported for isoniazid across various populations. We aimed to summarize population pharmacokinetic studies of isoniazid in tuberculosis (TB) patients with a specific focus on the influence of N-acetyltransferase 2 (NAT2) genotype/single-nucleotide polymorphism (SNP) on clearance of isoniazid.
    METHODS: A systematic search was conducted in PubMed and Embase for articles published in the English language from inception till February 2022 to identify population pharmacokinetic (PopPK) studies of isoniazid. Studies were included if patient population had TB and received isoniazid therapy, non-linear mixed effects modelling, and parametric approach was used for building isoniazid PopPK model and NAT2 genotype/SNP was tested as a covariate for model development.
    RESULTS: A total of 12 articles were identified from PubMed, Embase, and hand searching of articles. Isoniazid disposition was described using a two-compartment model with first-order absorption and linear elimination in most of the studies. Significant covariates influencing the pharmacokinetics of isoniazid were NAT2 genotype, body weight, lean body weight, body mass index, fat-free mass, efavirenz, formulation, CD4 cell count, and gender. Majority of studies conducted in adult TB population have reported a twofold or threefold increase in isoniazid clearance for NAT2 rapid acetylators compared to slow acetylators.
    CONCLUSIONS: The variability in disposition of isoniazid can be majorly attributed to NAT2 genotype. This results in a trimodal clearance pattern with a multi-fold increase in clearance of NAT2 rapid acetylators compared to slow acetylators. Further studies exploring the generalizability/adaptability of developed PopPK models in different clinical settings are required.
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