Literature DB >> 28450171

Optimization of critical quality attributes in continuous twin-screw wet granulation via design space validated with pilot scale experimental data.

Huolong Liu1, S C Galbraith1, Brendon Ricart2, Courtney Stanton2, Brandye Smith-Goettler2, Luke Verdi2, Thomas O'Connor3, Sau Lee3, Seongkyu Yoon4.   

Abstract

In this study, the influence of key process variables (screw speed, throughput and liquid to solid (L/S) ratio) of a continuous twin screw wet granulation (TSWG) was investigated using a central composite face-centered (CCF) experimental design method. Regression models were developed to predict the process responses (motor torque, granule residence time), granule properties (size distribution, volume average diameter, yield, relative width, flowability) and tablet properties (tensile strength). The effects of the three key process variables were analyzed via contour and interaction plots. The experimental results have demonstrated that all the process responses, granule properties and tablet properties are influenced by changing the screw speed, throughput and L/S ratio. The TSWG process was optimized to produce granules with specific volume average diameter of 150μm and the yield of 95% based on the developed regression models. A design space (DS) was built based on volume average granule diameter between 90 and 200μm and the granule yield larger than 75% with a failure probability analysis using Monte Carlo simulations. Validation experiments successfully validated the robustness and accuracy of the DS generated using the CCF experimental design in optimizing a continuous TSWG process.
Copyright © 2017 Elsevier B.V. All rights reserved.

Entities:  

Keywords:  Continuous twin screw wet granulation; Design of experiment (DoE); Design space; Monte Carlo simulation

Mesh:

Substances:

Year:  2017        PMID: 28450171      PMCID: PMC5525546          DOI: 10.1016/j.ijpharm.2017.04.055

Source DB:  PubMed          Journal:  Int J Pharm        ISSN: 0378-5173            Impact factor:   5.875


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