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Dispersion of Nanomaterials in Aqueous Media: Towards Protocol Optimization
Published on: December 25, 2017
A rational approach towards development of amorphous solid dispersions: Experimental and computational techniques
Paroma Chakravarty1, Joseph W Lubach1, Jonathan Hau1
1Small Molecule Pharmaceutical Sciences, Genentech Inc., South San Francisco, CA, 94080, United States.
Drug-polymer miscibility was assessed for GENE-A and hydroxypropyl methylcellulose-acetate succinate (HPMC-AS). Both computational and experimental methods confirmed favorable phase mixing at the nanoscale, indicating good miscibility.
Area of Science:
- Pharmaceutical Sciences
- Materials Science
- Computational Chemistry
Background:
- Drug-polymer miscibility is crucial for amorphous solid dispersion formulation performance.
- Understanding the interactions between active pharmaceutical ingredients (APIs) and polymers is key to developing stable and effective drug products.
- GENE-A and hydroxypropyl methylcellulose-acetate succinate (HPMC-AS) were selected for this study.
Purpose of the Study:
- To determine the drug-polymer miscibility of GENE-A and HPMC-AS.
- To evaluate the thermodynamic and kinetic aspects of their mixing behavior.
- To utilize both computational modeling and experimental techniques for a comprehensive analysis.
Main Methods:
- Computational approach: Calculation of Flory-Huggins interaction parameter (χ) and Gibbs free energy of mixing using Materials Studio.
- Experimental approach: Solid-state nuclear magnetic resonance (ssNMR) to measure proton relaxation times.
- Temperature range: 25-100°C for thermodynamic calculations; Room temperature (RT) and 40°C for ssNMR experiments.
Main Results:
- Thermodynamic modeling predicted favorable mixing with negative Gibbs free energy across the studied temperature range.
- ssNMR data showed near-identical proton relaxation times for GENE-A and HPMC-AS in solid dispersion.
- Evidence of nanoscale phase mixing (<10nm) was observed for the API and polymer up to 6 months.
Conclusions:
- Both computational and experimental results consistently indicate favorable phase mixing between GENE-A and HPMC-AS.
- The study confirms good miscibility of the drug-polymer system.
- This suggests potential for stable amorphous solid dispersions.
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