Functional Exploitation of Carob, Oat Flour, and Whey Permeate as Substrates for a Novel Kefir-Like Fermented Beverage: An Optimized Formulation
Abstract
:1. Introduction
2. Material and Methods
2.1. Raw Materials and KEFIR Grains
2.2. KLB Preparation
2.3. Experimental Design
2.4. Determination of pH and TTA
2.5. Microbiological Analyses
2.6. Determination of Total Phenolic Compounds (TPC)
2.7. DPPH Radical Scavenging Activity
2.8. Consumer Rating of Sensory Attributes
2.9. Analyses of Phenolics Profiles
2.10. In Vitro Protein Digestibility
2.11. Statistical Analysis
3. Results and Discussion
3.1. Response Surface Methodology (RSM) Implementation
3.2. Effect of Independent Variables on Lactic Acid Bacteria and Yeasts Growth
3.3. Effect of Independent Variables on pH and TTA
3.4. Effect of Independent Variables on TPC and Antiradical Activity
3.5. Effect of Independent Variables on CONSUMER Rating of Sensory Attributes
3.6. Verification of the Model
3.7. Effect of Fermentation on Bioactive and Nutritional Compounds of KLB
4. Conclusions
Supplementary Materials
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
References
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Variable | Parameter (%, w/v) | Ranges and Level | ||||
---|---|---|---|---|---|---|
−1.41 | −1 | 0 | 1 | 1.41 | ||
X1 | WP | 10 | 10.73 | 12.5 | 14.27 | 15 |
X2 | OF | 3 | 3.29 | 4 | 4.71 | 5 |
ExpN° | Coded Variables | Responses Variables | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
WP (% w/v) Actual Values | Coded Values | Oat Flour (% w/v) Actual values | Coded Values | LAB Cells Count (log CFU/mL) | Yeasts Cells Count (log CFU/mL) | pH | TTA (%) | TPC (mg EGA/mL) | DPPH Radical Scavenging Activity (%) | OA (5 Point Hedonic Scale) | |
X1 | X2 | (Y1) | (Y2) | (Y3) | (Y4) | (Y5) | (Y6) | ||||
1 | 10.73 (−1) | −1 | 3.29 | −1 | 7.85 ± 0.08 | 5.47 ± 0.27 | 4.21 ± 0.01 | 0.79 ± 0.02 | 19.365 ± 0.24 | 74.27 ± 0.33 | 3.20 ± 0.52 |
2 | 14.27 (1) | 1 | 3.29 | −1 | 8.17 ± 0.1 | 5.73 ± 0.24 | 4.29 ± 0.02 | 0.96 ± 0.02 | 17.369 ± 0.53 | 67.90 ± 0.023 | 3.30 ± 0.57 |
3 | 10.73 (−1) | −1 | 4.71 | 1 | 8.25 ± 011 | 5.70 ± 0.28 | 4.31 ± 0.03 | 0.86 ± 0.02 | 25.317 ± 0.28 | 81.84 ± 0.51 | 3.50 ± 0.61 |
4 | 14.27 (1) | 1 | 4.71 | 1 | 8.55 ± 0.09 | 5.79 ± 0.26 | 4.42 ± 0.02 | 0.90 ± 0.02 | 27.697 ± 0.98 | 85.70 ± 0.39 | 2.80 ± 0.62 |
5 | 10.00 | −1.41 | 4.00 | 0 | 8.02 ± 0.12 | 5.51 ± 0.29 | 4.26 ± 0.03 | 0.91 ± 0.04 | 15.625 ± 0.33 | 78.36 ± 0.29 | 3.60 ± 0.68 |
6 | 15.00 | 1.41 | 4.00 | 0 | 8.55 ± 0.1 | 6.00 ± 0.25 | 4.39 ± 0.02 | 0.92 ± 0.02 | 16.328 ± 0.3 | 75.30 ± 0.62 | 3.10 ± 0.52 |
7 | 12.50 | 0 | 3.00 | −1.41 | 8.09 ± 0.09 | 5.69 ± 0.27 | 4.27 ± 0.04 | 0.90 ± 0.05 | 14.259 ± 0.38 | 71.65 ± 0.42 | 3.20 ± 0.41 |
8 | 12.50 | 0 | 5.00 | 1.41 | 8.45 ± 0.12 | 5.94 ± 0.29 | 4.29 ± 0.03 | 0.92 ± 0.02 | 24.617 ± 0.28 | 77.28 ± 0.25 | 3.10 ± 0.64 |
9 | 12.50 | 0 | 4.00 | 0 | 9.10 ± 0.10 | 6.05 ± 0.26 | 4.25 ± 0.02 | 1.05 ± 0.03 | 14.070 ± 0.41 | 74.61 ± 0.34 | 3.40 ± 0.50 |
10 | 12.50 | 0 | 4.00 | 0 | 9.11 ± 0.09 | 6.05 ± 0.29 | 4.27 ± 0.03 | 1.05 ± 0.05 | 14.780 ± 0.65 | 72.44 ± 0.29 | 3.45 ± 0.60 |
11 | 12.50 | 0 | 4.00 | 0 | 9.21 ± 0.10 | 6.04 ± 0.25 | 4.25 ± 0.02 | 1.05 ± 0.02 | 14.680 ± 0.52 | 73.38 ± 0.35 | 3.42 ± 0.53 |
12 | 12.50 | 0 | 4.00 | 0 | 9.19 ± 0.11 | 6.05 ± 0.28 | 4.27 ± 0.03 | 1.05 ± 0.03 | 14.680 ± 0.44 | 72.93 ± 0.22 | 3.55 ± 0.60 |
13 | 12.50 | 0 | 4.00 | 0 | 9.29 ± 0.09 | 6.05 ± 0.24 | 4.25 ± 0.01 | 1.07 ± 0.04 | 14.570 ± 0.32 | 72.69 ± 0.41 | 3.50 ± 0.61 |
SourceTitle | Y1 | Y2 | Y3 | Y4 | Y5 | Y6 | Y7 | |||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Coefficient | Signif.% | Coefficient | Signif.% | Coefficient | Signif.% | Coefficient | Signif.% | Coefficient | Signif.% | Coefficient | Signif.% | Coefficient | Signifi.% | |
Model | ||||||||||||||
b0 | 9.180 | *** | 6.051 | *** | 4.258 | *** | 1.054 | *** | 14.556 | *** | 73.211 | *** | 3.464 | *** |
Linear | ||||||||||||||
b1 | 0.171 | *** | 0.131 | *** | 0.047 | *** | 0.029 | ** | 0.172 | 15.8 | −0.855 | * | −0.163 | *** |
b2 | 0.161 | *** | 0.080 | *** | 0.032 | ** | 0.006 | 14.7 | 3.866 | *** | 4.167 | *** | −0.043 | 6.6 |
Quadratic | ||||||||||||||
b11 | −0.466 | *** | -0.175 | *** | 0.035 | ** | −0.078 | *** | 1.893 | *** | 2.255 | ** | −0.070 | * |
b22 | −0.473 | *** | -0.146 | *** | 0.012 | * | −0.080 | *** | 3.624 | *** | 1.072 | * | −0.170 | *** |
Interaction | ||||||||||||||
b12 | −0.005 | 90.1 | -0.043 | *** | 0.008 | 24.2 | −0.032 | ** | 1.094 | ** | 2.557 | ** | −0.200 | *** |
R2 | 0.986 | 0.925 | 0.861 | 0.920 | 0.835 | 0.816 | 0.965 | |||||||
Adj-R2 | 0.975 | 0.872 | 0.762 | 0.862 | 0.717 | 0.684 | 0.940 |
Independant Variables | DPPH Radical Scavenging Activity (%) | TPC (mg GAE/mL) | ||
---|---|---|---|---|
Unfermented | Fermented | Unfermented | Fermented | |
Exp 1 | 68.49 ef ± 0.67 | 74.27 de ± 0.46 | 9.59 a ± 0.34 | 19.36 e ± 0.55 |
Exp 2 | 65.60 a ± 0.44 | 67.90 a ± 0.55 | 14.04 f ± 0.44 | 17.36 d ± 0.37 |
Exp 3 | 70.53 g ± 0.61 | 81.84 g ± 0.89 | 10.73 b ± 0.52 | 25.31 f ± 0.63 |
Exp 4 | 68.84 ef ± 0.55 | 85.70 h ± 0.77 | 12.55 e ± 0.66 | 27.69 g ± 0.34 |
Exp 5 | 75.12 h ± 0.41 | 78.36 f ± 0.69 | 14.33 f ± 0.48 | 15.62 bc ± 0.62 |
Exp 6 | 68.43 de ± 0.52 | 75.30 e ± 0.55 | 11.75 cde ± 0.33 | 16.32 c ± 0.87 |
Exp 7 | 66.41 ab ± 0.52 | 71.65 b ± 0.73 | 10.88 bc ± 0.42 | 14.25 a ± 0.60 |
Exp 8 | 69.40 f ± 0.65 | 77.28 f ± 0.62 | 9.22 a ± 0.49 | 24.61 f ± 0.68 |
Exp 9 | 66.91 bc ± 0.43 | 74.61 e ± 0.51 | 11.50 bcd ± 0.68 | 14.07 a ± 0.34 |
Exp 10 | 66.86 bc ± 0.35 | 72.44 bc ± 0.87 | 11.60 bcd ± 0.55 | 14.78 ab ± 0.67 |
Exp 11 | 67.57 cd ± 0.63 | 73.38 cd ± 0.69 | 11.92 de ± 0.46 | 14.68 ab ± 0.47 |
Exp 12 | 67.17 bc ± 0.73 | 72.93 c ± 0.49 | 11.88 de ± 0.77 | 14.68 ab ± 0.72 |
Exp13 | 66.81 bc ± 0.45 | 72.69 bc ± 0.67 | 11.64 cd ± 0.62 | 14.57 a ± 0.56 |
Response Variable | Optimum Conditions | |
---|---|---|
Experimental | Predicted | |
pH | 4.32 ± 0.02 | 4.29 |
TTA (%) | 0.95 ± 0.04 | 0.96 |
Lactic acid bacteria cells count (Log CFU/mL) | 8.62 ± 0.15 | 8.57 |
Yeasts cells count (Log CFU/mL) | 5.80 ± 0.26 | 5.87 |
DPPH radical scavenging activity (%) | 79.80 ± 0.46 | 78.59 |
TPC mg GAE/mL | 21.40 ± 0.53 | 22.76 |
OA (5 point hedonic scale) | 3.44 ± 0.46 | 3.41 |
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M’hir, S.; Filannino, P.; Mejri, A.; Tlais, A.Z.A.; Di Cagno, R.; Ayed, L. Functional Exploitation of Carob, Oat Flour, and Whey Permeate as Substrates for a Novel Kefir-Like Fermented Beverage: An Optimized Formulation. Foods 2021, 10, 294. https://doi.org/10.3390/foods10020294
M’hir S, Filannino P, Mejri A, Tlais AZA, Di Cagno R, Ayed L. Functional Exploitation of Carob, Oat Flour, and Whey Permeate as Substrates for a Novel Kefir-Like Fermented Beverage: An Optimized Formulation. Foods. 2021; 10(2):294. https://doi.org/10.3390/foods10020294
Chicago/Turabian StyleM’hir, Sana, Pasquale Filannino, Asma Mejri, Ali Zein Alabiden Tlais, Raffaella Di Cagno, and Lamia Ayed. 2021. "Functional Exploitation of Carob, Oat Flour, and Whey Permeate as Substrates for a Novel Kefir-Like Fermented Beverage: An Optimized Formulation" Foods 10, no. 2: 294. https://doi.org/10.3390/foods10020294