判别式
溶解
工作流程
计算机科学
数据挖掘
工艺工程
可靠性工程
人工智能
工程类
化学工程
数据库
作者
Hongbo Chen,Rui Wang,John-David McElderry
出处
期刊:Aaps Pharmscitech
[Springer Science+Business Media]
日期:2023-12-08
卷期号:24 (8): 255-255
被引量:8
标识
DOI:10.1208/s12249-023-02692-8
摘要
Using a one-factor-at-a-time approach for dissolution method and discrimination analysis can be time-consuming and may not yield the optimal and discriminative method. To address this, we have developed a two-stage workflow for the dissolution method development followed by demonstration of discrimination power through an analytical Quality by Design (aQbD) approach. In the first stage, an optimal dissolution method was achieved by determining the method operable design region (MODR) through a design of experiment study of the high-risk method-related parameters. In the second stage, we established a Formulation-Discrimination Correlation Diagram strategy to examine the method discrimination capability, through which one can determine the method discriminative design region (MDDR) and visualize the impact of each formulation parameter and their interactions on dissolution. The application of aQbD principles into a workflow provides a scientific-driven guidance for robust method development and demonstrating discrimination power for dissolution methods.
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