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A predictive pharmacokinetic/pharmacodynamic model of fentanyl for analgesia/sedation in neonates based on a semi-physiologic approach

机译:基于半生理学方法的芬太尼用于镇痛/镇静的预测药代动力学/药效学模型

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Background and Objectives: Fentanyl is a synthetic opioid commonly used as an anesthetic and also increasingly popular as a sedative agent in neonates. Initial dosage regimens in this population are often empirically derived from adults on a body weight basis. However, ontogenic maturation processes related to drug disposition are not necessarily always body weight correlates. We developed a predictive pharmacokinetic/pharmacodynamic model that includes growth and maturation physiologic changes for fentanyl in neonatal care. Methods: Key pharmacokinetic variables and principles (protein binding, clearance, distribution) as related to fentanyl pharmacokinetic/pharmacodynamic behavior in adults (tricompartmental model) and to neonatal physiologic data (organ weights and blood flows, body composition, renal and hepatic function, etc.) were used to guide the building of a semi-physiologic ontogenic model. The model applies to a normal-term neonate without any other intervention. Then, extension to a pharmacokinetic/pharmacodynamic link model for fentanyl was made. The final model was evaluated by predicting the time course of plasma concentrations and the effect of a standard regimen of 10.5 μg/kg over a 1-h period followed by 1.5 μg/kg/h for 48 h. Results: Hepatic clearance was linked to ontogeny of unbound fraction and of α1-acid glycoprotein. All parameters were reduced in the neonate compared to adults but in a differing proportion due to qualitative changes in physiology that are analyzed and accounted for. Systemic clearance (CLS), volume of the central compartment (V1) and steady-state volume of distribution predicted by the model were 0.028 L/min, 1.26 L, and 22.04 L, respectively. Weight-corrected parameters generally decreased in adults compared with neonates, but differentially, e.g., CLS = 0.0093 versus 0.0088 L/min/kg, while V1 = 0.42 versus 0.18 L/kg (neonates vs. adults). Under such complexity a pharmacokinetic/pharmacodynamic model is the appropriate method for rational efficacy targeting. Fentanyl pharmacodynamics in neonates were considered to be similar to those in adults except for the equilibrium rate constant, which was also scaled on an ontogenic basis. The model adequately predicted the reported mean expected concentration-time profiles for the standard regimen. Conclusions: Integrated pharmacokinetic/pharmacodynamic modeling showed that the usually prescribed dosage regimens of fentanyl in neonates may not always provide the optimum degree of sedation. The model could be used in optimal design of clinical trials for this vulnerable population. Prospective clinical testing is the reasonable next step.
机译:背景与目的:芬太尼是一种合成的阿片类药物,通常用作麻醉剂,并且在新生儿中逐渐用作镇静剂。该人群中的初始剂量方案通常是根据经验从成年人的体重得出的。然而,与药物处置有关的个体成熟过程不一定总是与体重相关。我们开发了一种预测性药代动力学/药效学模型,其中包括芬太尼在新生儿护理中的生长和成熟生理变化。方法:与成人的芬太尼药代动力学/药效学行为(三室模型)以及新生儿生理数据(器官重量和血流量,身体组成,肾和肝功能等)有关的关键药代动力学变量和原理(蛋白质结合,清除,分布) 。)被用来指导半生理本体模型的建立。该模型适用于没有任何其他干预措施的正常足月新生儿。然后,扩展到芬太尼的药代动力学/药效动力学链接模型。通过预测血浆浓度随时间变化的标准模型以及在1小时内10.5μg/ kg的标准治疗方案,随后在48 h内1.5μg/ kg / h的效果来评估最终模型。结果:肝清除率与未结合部分和α1-酸性糖蛋白的存在有关。与成人相比,新生儿的所有参数均降低,但由于分析和解释的生理质的变化,比例有所不同。该模型预测的系统清除率(CLS),中央隔室体积(V1)和稳态分布体积分别为0.028 L / min,1.26 L和22.04L。与新生儿相比,成年人的体重校正参数通常会下降,但有所不同,例如CLS = 0.0093对0.0088 L / min / kg,而V1 = 0.42对0.18 L / kg(新生儿对成年人)。在这种复杂性下,药代动力学/药效学模型是合理进行功效靶向的合适方法。除平衡速率常数外,芬太尼在新生儿中的药效学被认为与成年人相似。该模型充分预测了标准方案的报告平均预期浓度-时间曲线。结论:综合的药代动力学/药效学模型表明,新生儿通常使用的芬太尼处方药可能并不总是能提供最佳的镇静作用。该模型可用于针对此弱势人群的临床试验的最佳设计。未来的临床测试是合理的下一步。

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