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Analysis of process parameters affecting spray-dried oily core nanocapsules using factorial design
1Laboratory of Future Nanomedicines and Theoretical Chronopharmaceutics, Division of Pharmaceutical Sciences, University of Missouri-Kansas City, Kansas, Missouri 64108, USA.
This study optimized spray-dried oily core nanocapsules (NCs) production using fractional factorial experimental design. Key parameters were identified to achieve targeted size and high drug yield, demonstrating an effective approach for nanocapsule manufacturing.
Area of Science:
- Pharmaceutical Technology
- Materials Science
- Chemical Engineering
Background:
- Optimizing nanocapsule production is crucial for effective drug delivery.
- Spray drying is a common method for producing nanocapsules, but requires precise parameter control.
- Oily core nanocapsules offer unique properties for encapsulating lipophilic drugs.
Purpose of the Study:
- To optimize process parameters for spray-dried oily core nanocapsules (NCs) production.
- To achieve targeted size and high drug yield using a fractional factorial experimental design (FFED).
- To characterize the physical and morphological properties of the produced NCs.
Main Methods:
- A two-level four-factor fractional factorial experimental design (FFED) was employed.
- Process parameters included inlet temperature, feed flow rate, atomizing air flow, and aspiration rate.
- Nanocapsules were characterized for size (dynamic light scattering), yield, morphology (electron microscopy), and powder flowability (Carr's index, Hausner ratio).
Main Results:
- Mean nanocapsule size ranged from 129.5 to 444.8 nm, with yields from 14.1% to 31.1%.
- Statistical analysis confirmed the model's ability to predict yield based on process parameters.
- Optimal conditions predicted a maximum yield of 30.8%, producing spherical NCs with an oily core and sizes under 200 nm.
Conclusions:
- The FFED is an effective method for optimizing spray-dried nanocapsule production.
- Specific process parameters were identified to control nanocapsule size and maximize drug yield.
- Successfully produced spray-dried oily core NCs with targeted characteristics for potential pharmaceutical applications.
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