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胰岛素门冬和双相胰岛素门冬 30/70 的药代动力学特征建模。

Modeling of Pharmacokinetic Profiles of Insulin Aspart and Biphasic Insulin Aspart 30/70.

机构信息

Clinical Trial Department, R&D Center, OOO "GEROPHARM, Saint Petersburg, Russia.

I.M. Sechenov First Moscow State Medical University (Sechenov University), Moscow, Russia.

出版信息

J Clin Pharmacol. 2022 Sep;62(9):1086-1093. doi: 10.1002/jcph.2049. Epub 2022 Apr 17.

Abstract

This study includes modeling and simulation of insulin aspart pharmacokinetics (PK). The authors used PK data of biosimilar insulins-insulin aspart and biphasic insulin aspart 30/70-to develop a predictive population PK model for the insulins. The model was built via Monolix software, taking into account the weight-based dosing and the dose and body-weight effects on the parameters. The model-based simulations were performed using the R package mlxR for various administered doses and various ratios of insulin aspart forms for a better understanding of the insulin behavior. The optimal model was a 1-compartment model with a combination of zero- and first-order absorptions, with absorption lag for the soluble form of insulin aspart and first-order absorption for the insulin aspart protamine suspension. The assumption of identical behavior of 2 insulins at the distribution and elimination phases was made. The developed PK model was fitted successfully to the experimental data, and all fitted parameters displayed a moderate coefficient of variation. The PK model allows us to predict PK profiles for various doses and formulations of insulin aspart and can be used to improve the accuracy, safety, and ethics of novel clinical trials of insulin.

摘要

本研究包括对胰岛素类似物门冬胰岛素的药代动力学(PK)进行建模和模拟。作者使用了生物类似物胰岛素-门冬胰岛素和双相门冬胰岛素 30/70 的 PK 数据,开发了一种用于胰岛素的预测群体 PK 模型。该模型是通过 Monolix 软件构建的,考虑了基于体重的给药剂量以及剂量和体重对参数的影响。使用 R 包 mlxR 进行了基于模型的模拟,以各种给药剂量和各种胰岛素类似物形式的比例进行,以便更好地了解胰岛素的行为。最优模型是一个 1 室模型,结合了零级和一级吸收,可溶性门冬胰岛素的吸收滞后和胰岛素鱼精蛋白悬浮液的一级吸收。假设两种胰岛素在分布和消除阶段的行为相同。所开发的 PK 模型成功拟合了实验数据,所有拟合参数的变异系数均适中。该 PK 模型允许我们预测各种剂量和配方的胰岛素类似物的 PK 曲线,并可用于提高新型胰岛素临床试验的准确性、安全性和伦理学。

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