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Pharmacokinetic-Pharmacodynamic relationship of NRTIs and its\ud connection to viral escape: An example based on Zidovudine

机译:NRTIs的药代动力学与药效关系及其\ ud 与病毒逃逸的联系:基于齐多夫定的例子

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摘要

In HIV disease, the mechanisms of drug-resistance are only poorly understood. Incomplete suppression of HIV by antiretroviral agents is suspected to be a main reason. The objective of this in silico study is to elucidate the pharmacokinetic origins of incomplete viral suppression, exemplfied for zidovudine (AZT) as a representative of the key class of nucleoside reverse transcriptase inhibitors\ud(NRTIs). AZT, like other NRTIs, exerts its main action through its intracellular triphoshate (AZT-TP) by competition with natural thymidine triphosphate. We developed a physiologically based pharmacokinetic (PBPK) model describing the intracellular pharmacokinetics of AZT anabolites and subsequently established the pharmacokinetic-pharmacodynamic relationship. The PBPK model has been validated against clinical data of different dosing schemes. We reduced the PBPK model to derive a simple three-\udcompartment model for AZT and AZT-TP that can readily be used in population analysis of clinical trials. A novel machanistic, and for NRTIs generic effect model has been developed that incorporates the primary effect of AZT-TP and potential secondary effect of zidovudine monophosphate. The proposed models were used to analyze the e±cacy and potential toxicity of different dosing schemes for AZT. Based on the mechanism of action of NRTIs, we found that drug heterogeneities due to temporal fluctuations\udcan create a major window of unsuppressed viral replication. For AZT, this window was most pronounced for a 600mg/once daily dosing scheme, in which insu±cient viral suppression was observed for almost half the dosing period.
机译:在HIV疾病中,对耐药性的机制了解甚少。怀疑抗逆转录病毒药物对HIV的不完全抑制是主要原因。这项计算机模拟研究的目的是阐明不完全病毒抑制的药代动力学起源,以齐多夫定(AZT)作为核苷类逆转录酶抑制剂\ ud(NRTIs)关键类别的代表来举例说明。像其他NRTI一样,AZT通过与天然三磷酸胸苷的竞争,通过其细胞内三磷酸(AZT-TP)发挥其主要作用。我们开发了一种基于生理的药代动力学(PBPK)模型来描述AZT合成代谢物的细胞内药代动力学,随后建立了药代动力学与药效关系。 PBPK模型已针对不同剂量方案的临床数据进行了验证。我们简化了PBPK模型,以得出用于AZT和AZT-TP的简单三室模型,该模型可轻松用于临床试验的人群分析。已经开发了一种新颖的机制,对NRTIs具有通用作用,该模型结合了AZT-TP的主要作用和齐多夫定单磷酸的潜在次要作用。所提出的模型用于分析AZT不同剂量方案的疗效和潜在毒性。基于NRTIs的作用机理,我们发现由于时间波动\ udcan引起的药物异质性可形成不受抑制的病毒复制的主要窗口。对于AZT,每天一次600mg的剂量方案最明显,在几乎一半的剂量周期内都观察到了无效的病毒抑制。

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