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一种通过高剪切湿法制粒和压片工艺加速药物片剂开发的制剂-工艺-产品一体化设计方法

A Formulation-Process-Product Integrated Design Method for Accelerating Pharmaceutical Tablet Development via the High-Shear Wet Granulation and Tableting Route.

作者信息

Liang Zichen, Tang Xuefang, Chen Liping, Liu Yifei, Zhao Shuying, Ma Xiao, Luo Gan, Xu Bing

机构信息

Department of Chinese Medicine Informatics, Beijing University of Chinese Medicine, Beijing 100029, China.

Beijing Key Laboratory of Chinese Medicine Manufacturing Process Control and Quality Evaluation, Beijing 100029, China.

出版信息

Pharmaceutics. 2025 Mar 2;17(3):322. doi: 10.3390/pharmaceutics17030322.

Abstract

: Tablet is the most popular oral solid dosage form, and high-shear wet granulation and tableting (HSWGT) is a versatile technique for manufacturing tablets. The conventional pharmaceutical development for HSWGT is carried out in a step-by-step mode, which is inefficient and may result in local optimal solutions. Inspired by the co-design philosophy, a formulation-process-product integrated design (FPPID) framework is innovatively brought forward to enable the target-oriented and simultaneous exploration of the formulation design space and the process design space. : A combination of strategies, such as a material library, model-driven design (MDD), and simulation-supported solution generation, are used to manage the complexity of the multi-step development processes of HSWGT. The process model was developed at the intermediate level by incorporating dimensionless parameters from the wet granulation regime map approach into the process of the partial least square (PLS) model. The tablets tensile strength () and solid fraction () could be predicted from the starting materials' properties and process parameters. The material library was used to diversify the model input and improve the model's generalization ability. Furtherly, the mixture properties calculation model and the process model were interconnected. : A four-step FPPID methodology including the target definition, the formulation simulation, the process simulation, and the solution generation was implemented. The performance of FPPID was demonstrated through the efficient development of high-drug-loading tablets. : As a holistic design method, the proposed FPPID offers great opportunity for designers to handle the complex interplay in the sequential development stages, facilitate instant decisions, and accelerate product development.

摘要

片剂是最受欢迎的口服固体剂型,高剪切湿法制粒压片(HSWGT)是一种通用的片剂制造技术。传统的HSWGT药物研发是按步骤进行的,效率低下且可能导致局部最优解。受协同设计理念的启发,创新性地提出了一种制剂-工艺-产品一体化设计(FPPID)框架,以实现面向目标的同时探索制剂设计空间和工艺设计空间。:采用材料库、模型驱动设计(MDD)和模拟支持的解决方案生成等策略组合,来管理HSWGT多步骤开发过程的复杂性。通过将湿法制粒区域图方法中的无量纲参数纳入偏最小二乘(PLS)模型的过程,在中间水平开发了过程模型。片剂的拉伸强度()和固体分数()可以根据起始物料的性质和工艺参数进行预测。材料库用于使模型输入多样化并提高模型的泛化能力。此外,将混合物性质计算模型与过程模型相互连接。:实施了包括目标定义、制剂模拟、工艺模拟和解决方案生成的四步FPPID方法。通过高效开发高载药量片剂证明了FPPID的性能。:作为一种整体设计方法,所提出的FPPID为设计人员提供了巨大的机会来处理顺序开发阶段中的复杂相互作用,促进即时决策并加速产品开发。

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