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Modelling digestive hydrolysis of nutrients in fish using factorial designs and desirability function
Neda Gilannejad1, Gonzalo Martínez-Rodríguez1, Manuel Yúfera1
1Instituto de Ciencias Marinas de Andalucía (ICMAN-CSIC), Puerto Real, Spain.
Plos One
|November 2, 2018
Summary
This study optimized in vitro protein and carbohydrate digestion in gilthead seabream by identifying key factors like pH and enzyme ratios. Results aid in designing improved fish feeds for better nutrient bioavailability.
Area of Science:
- Animal Nutrition
- Biochemistry
- Aquaculture
Background:
- In vitro models simulate digestive hydrolysis to understand nutrient bioavailability.
- Optimization algorithms can predict favorable conditions for nutrient digestion.
Purpose of the Study:
- Determine optimal conditions (pH, enzyme:substrate ratio, time) for protein and carbohydrate hydrolysis in gilthead seabream.
- Apply a desirability function for multi-objective optimization of nutrient digestion.
Main Methods:
- Response Surface Methodology (RSM) models were used for in vitro assays.
- A two-phase digestion process (stomach and intestine) was simulated using species-specific enzymes.
- Experimental design considered gilthead seabream physiology and culture conditions.
Main Results:
- The intestinal phase significantly contributed to protein hydrolysis, influenced by pH, enzyme ratio, and time.
- Carbohydrate hydrolysis depended on substrate amount and pH, with time having no significant effect.
- Physiological conditions favored protein over carbohydrate hydrolysis, mirroring in vivo observations.
Conclusions:
- Mathematical models and optimization provide practical insights for gilthead seabream feed formulation.
- Optimized digestion conditions can enhance nutrient bioavailability in aquaculture feeds.
- Understanding species-specific digestive processes is crucial for sustainable aquaculture.
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