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Updated: Sep 6, 2025

Extraction of Plant-based Capsules for Microencapsulation Applications
Published on: November 9, 2016
Encapsulation of bioactive compounds extracted from Cucurbita moschata pumpkin waste: the multi-objective
Slađana Stajčić1, Pezo Lato2, Jasna Čanadanović-Brunet1
1Faculty of Technology, University of Novi Sad, Novi Sad, Serbia.
An artificial neural network (ANN) optimized carriers for pumpkin waste bioactives. Freeze-drying encapsulation yielded stable, high-bioactive encapsulates with excellent release properties.
Area of Science:
- Food Science
- Biotechnology
- Materials Science
Background:
- Pumpkin waste is rich in valuable bioactive compounds like beta-carotene and phenolics.
- Encapsulation is crucial for preserving and delivering these bioactives, but requires optimal carrier selection.
- Artificial neural networks (ANNs) offer a powerful tool for optimizing complex formulation parameters.
Purpose of the Study:
- To develop an ANN model for identifying optimal carrier mixtures (pea protein, maltodextrin, inulin) for pumpkin waste bioactives.
- To encapsulate beta-carotene and phenolics using freeze-drying and characterize the resulting encapsulates.
- To evaluate the physical, chemical, and stability properties of the encapsulated bioactives.
Main Methods:
- Artificial neural network (ANN) modeling was employed to determine optimal carrier (pea protein-P, maltodextrin-M, inulin-I) ratios.
- Freeze-drying was used for the encapsulation process.
- Characterization included bioactive content, encapsulation efficiency, particle size, solubility, color, morphology (SEM), stability, and release kinetics.
Main Results:
- Two optimal encapsulates were identified: OE-T (highest total bioactives) and OE-EE (highest encapsulation efficiencies).
- These encapsulates exhibited specific particle sizes (approx. 90-95 µm) and span values, indicating good flowability.
- High release of phenolics (up to 71%) and beta-carotene (up to 48%) was observed at pH 7.4 within specified timeframes.
Conclusions:
- The developed ANN model accurately predicted encapsulate preparation with determination coefficients of 1.000.
- Optimized encapsulates demonstrate potential for effective delivery of pumpkin waste bioactives.
- Freeze-drying encapsulation provides a viable method for stabilizing and enhancing the release of valuable compounds from food waste.
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