Mechanistic basis for the effects of process parameters on quality attributes in high shear wet granulation

2012 ◽  
Vol 439 (1-2) ◽  
pp. 324-333 ◽  
Author(s):  
Sherif I.F. Badawy ◽  
Ajit S. Narang ◽  
Keirnan LaMarche ◽  
Ganeshkumar Subramanian ◽  
Sailesh A. Varia
Author(s):  
Sherif I.F. Badawy ◽  
Ajit S. Narang ◽  
Keirnan R. LaMarche ◽  
Ganeshkumar A. Subramanian ◽  
Sailesh A. Varia

Pharmaceutics ◽  
2021 ◽  
Vol 13 (1) ◽  
pp. 80
Author(s):  
Ji Yeon Kim ◽  
Myung Hee Chun ◽  
Du Hyung Choi

In this study, we developed a control strategy for a drug product prepared by high-shear wet granulation and roller compaction using integrated quality by design (QbD). During the first and second stages, we optimized the process parameters through the design of experiments and identified the intermediate quality attributes (IQAs) and critical quality attributes (CQAs) relationship, respectively. In the first stage, we conducted an initial risk assessment by selecting critical process parameters with high impact on IQAs and CQAs and confirmed the correlation between control and response factors. Additionally, we performed Monte Carlo simulations by optimizing the process parameters to deriving and building a robust design space. In the second stage, we identified the IQAs and CQAs relationship for the control strategy, using multivariate analysis (MVA). Based on MVA, in the metformin layer, dissolution at 1 h was significantly correlated with intrinsic dissolution rate and granule size, and dissolution at 3 h was significantly correlated with bulk density and granule size. In dapagliflozin layer, dissolution at 10 min and 15 min was significantly correlated with granule size. Our results suggest that the desired drug quality may result through IQAs monitoring during the process and that the integrated QbD approach utilizing MVA can be used to develop a control strategy for producing high-quality drug products.


Pharmaceutics ◽  
2019 ◽  
Vol 11 (6) ◽  
pp. 252 ◽  
Author(s):  
Jong Kwon Han ◽  
Beom Soo Shin ◽  
Du Hyung Choi

A robust manufacturing process and the relationship between intermediate quality attributes (IQAs), critical quality attributes (CQAs), and critical process parameters (CPPs) for high-shear wet granulation was determined in this study. Based on quality by the design (QbD) approach, IQAs, CQAs, and CPPs of a telmisartan tablet prepared by high-shear wet granulation were determined and then analyzed with multivariate analysis (MVA) to evaluate mutual interactions between IQAs, CQAs, and CPPs. The effects of the CPPs on the IQAs and CQAs were quantitatively predicted with empirical models of best fit. The models were used to define operating space, and an evaluation of the risk of uncertainty in model prediction was performed using Monte Carlo simulation. MVA showed that granule size and granule hardness were significantly related to % dissolution. In addition, granule FE (Flow Energy) and Carr’s index had effects on tablet tensile strength. Using the manufacture of a clinical batch and robustness testing, a scale-up from lab to pilot scale was performed using geometric similarity, agitator torque profile, and agitator tip speed. The absolute biases and relative bias percentages of the IQAs and CQAs generated by the lab and pilot scale process exhibited small differences. Therefore, the results suggest that a risk reduction in the manufacturing process can be obtained with integrated process parameters as a result of the QbD approach, and the relationship between IQAs, CQAs, and CPPs can be used to predict CQAs for a control strategy and SUPAC (Scale-Up and Post-Approval Guidance).


2012 ◽  
Vol 215-216 ◽  
pp. 117-123 ◽  
Author(s):  
Erin M. Hansuld ◽  
Lauren Briens ◽  
Amyn Sayani ◽  
Joe A.B. McCann

2021 ◽  
pp. 116569
Author(s):  
Aaron S. Yeardley ◽  
Stefan Bellinghausen ◽  
Robert Milton ◽  
James D. Litster ◽  
Solomon F. Brown

2018 ◽  
Vol 553 (1-2) ◽  
pp. 474-482 ◽  
Author(s):  
Natalia Veronica ◽  
Hui Ping Goh ◽  
Christina Yong Xin Kang ◽  
Celine Valeria Liew ◽  
Paul Wan Sia Heng

Sign in / Sign up

Export Citation Format

Share Document