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通过直接压片进行口服固体制剂药物连续制造的质量控制方法。

A Quality-by-Control Approach in Pharmaceutical Continuous Manufacturing of Oral Solid Dosage via Direct Compaction.

作者信息

Su Qinglin, Ganesh Sudarshan, Le Vo Dan Bao, Nukala Anushaa, Bommireddy Yasasvi, Gonzalez Marcial, Reklaitis Gintaras V, Nagy Zoltan K

机构信息

Davidson School of Chemical Engineering, Purdue University, West Lafayette, IN 47907, United States.

School of Mechanical Engineering, Purdue University, West Lafayette, IN 47907, United States.

出版信息

ESCAPE. 2019;46:1327-1332. doi: 10.1016/b978-0-12-818634-3.50222-8.

Abstract

The pharmaceutical industry has been undergoing a paradigm shift towards continuous manufacturing, under which novel approaches to real-time product quality assurance have been investigated. A new perspective, entitled Quality-by-Control (QbC), has recently been proposed as an important extension and complementary approach to enable comprehensive Quality-by-Design (QbD) implementation. In this study, a QbC approach was demonstrated for a commercial scale tablet press in a continuous direct compaction process. First, the necessary understanding of the compressibility of a model formulation was obtained under QbD guidance using a pilot scale tablet press, Natoli BLP-16. Second, a data reconciliation strategy was used to reconcile the tablet weight measurement based on this understanding on a commercial scale tablet press, Natoli NP-400. Parameter estimation to monitor and update the material property variance was also considered. Third, a hierarchical three-level control strategy, which addressed the fast process dynamics of the commercial scale tablet press was designed. The strategy consisted of the Level 0 built-in machine control, Level 1 decoupled Proportional Integral Derivative (PID) control loops for tablet weight, pre-compression force, main compression force, and production rate control, and Level 2 data reconciliation of sensor measurements. The effective and reliable performance, which could be demonstrated on the rotary tablet press, confirmed that a QbC approach, based on product and process knowledge and advanced model-based techniques, can ensure robustness and efficiency in pharmaceutical continuous manufacturing.

摘要

制药行业正在经历向连续制造的范式转变,在此背景下,人们对实时产品质量保证的新方法进行了研究。最近,一种名为“控制即质量”(QbC)的新观点被提出,作为实现全面的“设计即质量”(QbD)的重要扩展和补充方法。在本研究中,在连续直接压片过程中,对一台商业规模的压片机展示了一种QbC方法。首先,在QbD指导下,使用中试规模的压片机Natoli BLP - 16,对一种模型配方的可压缩性有了必要的了解。其次,基于这种了解,在商业规模的压片机Natoli NP - 400上,使用数据协调策略对片剂重量测量进行协调。还考虑了用于监测和更新材料特性方差的参数估计。第三,设计了一种分层三级控制策略,以应对商业规模压片机的快速过程动态。该策略包括0级内置机器控制、1级用于片剂重量、预压力、主压力和生产率控制的解耦比例积分微分(PID)控制回路,以及2级传感器测量的数据协调。在旋转压片机上可以证明的有效且可靠的性能,证实了基于产品和过程知识以及先进的基于模型的技术的QbC方法能够确保制药连续制造中的稳健性和效率。

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本文引用的文献

1
A perspective on Quality-by-Control (QbC) in pharmaceutical continuous manufacturing.
Comput Chem Eng. 2019 Jun 9;125:216-231. doi: 10.1016/j.compchemeng.2019.03.001.
2
Variation and Risk Analysis in Tablet Press Control for Continuous Manufacturing of Solid Dosage via Direct Compaction.
Int Symp Process Syst Eng. 2018;44:679-684. doi: 10.1016/b978-0-444-64241-7.50108-7.
3
Data reconciliation in the Quality-by-Design (QbD) implementation of pharmaceutical continuous tablet manufacturing.
Int J Pharm. 2019 May 30;563:259-272. doi: 10.1016/j.ijpharm.2019.04.003. Epub 2019 Apr 3.
4
Understanding pharmaceutical quality by design.
AAPS J. 2014 Jul;16(4):771-83. doi: 10.1208/s12248-014-9598-3. Epub 2014 May 23.

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