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Valorization of Spent Millet Flour in Composite Bread: Characterization, Predictive Modeling, and Multi-Objective
Afia Sakyiwaa Amponsah1, Gladys Kyere2, Kwadwo Boateng Prempeh3
1Faculty of Applied Science and Technology Sunyani Technical University Sunyani Ghana.
Spent millet flour (SMF) enhances bread nutrition, increasing protein and fiber content. Optimal 14.2% SMF substitution balances nutritional gains with acceptable consumer quality, despite reduced loaf volume due to gluten dilution and bran particle disruption.
Area of Science:
- Food Science and Technology
- Nutritional Biochemistry
- Agricultural By-product Valorization
Background:
- Traditional pito beverage processing generates significant spent millet flour (SMF) by-product.
- Valorization of SMF offers a sustainable approach to reduce food waste and enhance food products.
- Millet proteins and fibers undergo modifications during fermentation, potentially altering their functional properties.
Purpose of the Study:
- To investigate the potential of incorporating SMF into composite bread formulations.
- To determine the optimal SMF substitution level for bread production using Response Surface Methodology (RSM).
- To evaluate the impact of SMF on bread's nutritional composition, quality attributes, and consumer acceptability.
Main Methods:
- SMF preparation involved oven-drying, milling, and sieving to a standardized particle size.
- RSM was used to model and optimize twelve bread quality responses based on SMF substitution levels (10%, 20%, 30%).
- Nutritional analysis, physical dough evaluation, bread quality assessments, and sensory analysis were conducted.
Main Results:
- SMF exhibited higher crude protein, crude fiber, and ash content than wheat flour, with increased water absorption capacity.
- Optimized models showed high predictive accuracy (R²=0.912-0.988) for bread quality responses.
- A 14.2% SMF substitution level was identified as optimal, yielding a 9.8% protein increase and 68.4% fiber increase, with good consumer acceptability (7.21/9.0).
- Increased SMF substitution led to reduced loaf volume, attributed to gluten dilution and physical disruption by bran particles.
Conclusions:
- SMF is a valuable ingredient for enhancing the nutritional profile of composite bread.
- RSM provides an effective framework for optimizing composite bread formulations with by-product ingredients.
- The study demonstrates a trade-off between nutritional enhancement and structural bread quality, with fiber content being a key factor influencing volume reduction.
- The developed RSM optimization methodology is applicable to other fermented cereal by-product systems in sub-Saharan Africa.
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