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一种用于评估压敏药物稳定性的简单非线性动力学模型

A Simple Non-Linear Kinetic Model to Evaluate Stability of a Pressure Sensitive Drug.

机构信息

Sandoz Development Center Slovenia, Lek Pharmaceuticals d.d., 1526 Ljubljana, Slovenia.

出版信息

J Pharm Sci. 2022 Nov;111(11):3108-3113. doi: 10.1016/j.xphs.2022.07.010. Epub 2022 Jul 25.

Abstract

Candesartan cilexetil is challenging to formulate due to pressure induced chemical degradation. We report a statistical model based on stability data set of a marketed tablet formulation. Impurity increase over time was fitted to a reparametrized second-order kinetic model. Both kinetic model parameters have mechanistic interpretation: parameter a relates to the overall extent of pressure induced instability (the ceiling impurity level) and parameter b relates to the initial rate of degradation (how fast the ceiling is reached). A hierarchical model was then used to quantify sensitivity to tableting pressure and humidity-corrected Arrhenius equation quantified sensitivity to temperature and moisture. An overall model, based on four predictors and five estimated parameters allowed fitting of the entire stability dataset (694 stability data points) with good accuracy. Learnings allowed development of a stable formulation (soft tableting, increasing tablet size/shape and reducing moisture) and resulted in a confident stress stability test to evaluate any future product changes in a timely manner.

摘要

坎地沙坦西酯由于压力诱导的化学降解而难以成型。我们报告了一个基于市售片剂配方稳定性数据集的统计模型。杂质随时间的增加拟合到重新参数化的二阶动力学模型。两个动力学模型参数都具有机械解释:参数 a 与压力诱导不稳定性的整体程度(上限杂质水平)有关,参数 b 与初始降解速率(上限达到的速度)有关。然后使用层次模型来量化对压片压力的敏感性,而湿度校正的 Arrhenius 方程则量化了对温度和水分的敏感性。基于四个预测因子和五个估计参数的整体模型允许对整个稳定性数据集(694 个稳定性数据点)进行良好的拟合。通过这些学习,我们开发了一种稳定的配方(软压片,增加片剂的大小/形状和减少水分),并进行了有信心的稳定性测试,以便及时评估任何未来的产品变化。

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