Quality by Design (QbD) approach to optimize the formulation of a bilayer combination tablet (Telmiduo®) manufactured via high shear wet granulation

2017 ◽  
Vol 534 (1-2) ◽  
pp. 144-158 ◽  
Author(s):  
Ah Ram Lee ◽  
Seok Young Kwon ◽  
Du Hyung Choi ◽  
Eun Seok Park
Pharmaceutics ◽  
2019 ◽  
Vol 11 (10) ◽  
pp. 519 ◽  
Author(s):  
Yi Zhang ◽  
Brian Chi-Yan Cheng ◽  
Wenjuan Zhou ◽  
Bing Xu ◽  
Xiaoyan Gao ◽  
...  

Background: High shear wet granulation (HSWG) is a shaping process for granulation that has been enhanced for application in the pharmaceutical industry. However, study of HSWG is complex and challenging due to the relatively poor understanding of HSWG, especially for sticky powder-like herbal extracts. Aim: In this study, we used Salvia miltiorrhiza granules to investigate the HSWG process across different scales using quality by design (QbD) approaches. Methods: A Plackett–Burman experimental design was used to screen nine granulation factors in the HSWG process. Moreover, a quadratic polynomial regression model was established based on a Box–Behnken experimental design to optimize the granulation factors. In addition, the scale-up of HSWG was implemented based on a nucleation regime map approach. Results: According to the Plackett–Burman experimental design, it was found that three granulation factors, including salvia ratio, binder amount, and chopper speed, significantly affected the granule size (D50) of S. miltiorrhiza in HSWG. Furthermore, the results of the Box–Behnken experimental design and validation experiment showed that the model successfully captured the quadratic polynomial relationship between granule size and the two granulation factors of salvia ratio and binder amount. At the same experiment points, granules at all scales had similar size distribution, surface morphology, and flow properties. Conclusions: These results demonstrated that rational design, screening, optimization, and scale-up of HSWG are feasible using QbD approaches. This study provides a better understanding of HSWG process under the paradigm of QbD using S. miltiorrhiza granules.


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.


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

RSC Advances ◽  
2017 ◽  
Vol 7 (61) ◽  
pp. 38307-38317 ◽  
Author(s):  
F. Shikata ◽  
S. Kimura ◽  
Y. Hattori ◽  
M. Otsuka

An in-line near-infrared spectroscopy monitoring method was developed for analyzing granule properties during a high shear wet granulation process.


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