| Literature DB >> 34537028 |
Soumaya El Bouchikhi1,2, Philippe Pagès3, Azeddine Ibrahimi2, Yahya Bensouda4.
Abstract
BACKGROUND: In order to improve the taste acceptability of certain nutritional oils, it has been decided in this study to introduce them in an emulsion whose surfactant is casein, then to carry out a lacto-fermentation, leading to a dairy-like product with added nutritional value and health benefit. In this context, a plan of mixtures has been proposed for the preparation of emulsions based on argan oil, sodium caseinate and starch, with concentrations ranged between (10-20%) and (0-2%) and (0-1.5%) respectively. All emulsions were homogenized at two high stirring velocities (10,000-20,000 rpm) and two stirring times (5-20 min). The physical stability was assessed by visual analysis and microstructural measurements. The Creaming index was calculated for selected emulsions to predict their creaming behavior.Entities:
Keywords: Argan oil; Creaming index; Dairy-like products; Emulsion O/W; Lacto-fermentation; Sodium caseinate; Starch
Mesh:
Substances:
Year: 2021 PMID: 34537028 PMCID: PMC8449871 DOI: 10.1186/s12896-021-00711-9
Source DB: PubMed Journal: BMC Biotechnol ISSN: 1472-6750 Impact factor: 2.563
Mean droplets size and size variation
| Samples | Factors combination | Responses | ||||
|---|---|---|---|---|---|---|
| 1 | 2 | 3 | 4 | 5 | ||
| Creaming behavior | Size at t0 | Size at t5 | St5 − St0 | Size Var | ||
| 1/yes to 5/no | = S0 (μm) | = S5 (μm) | (μm) | (%) | ||
| 1 | m/m/m/M/m | 2 | 15.87 | 28.56 | 12.69 | 79.96 |
| 2 | a/a/a/a/a | 2 | 29.34 | 42.17 | 12.83 | 43.72 |
| 3 | M/m/M/m/M | 1 | 58.32 | 67.04 | 8.72 | 14.95 |
| 4 | M/m/m/m/m | 1 | 55.62 | 115.4 | 59.78 | 107.48 |
| 5 | M/m/M/M/m | 2 | 20.52 | 24.8 | 4.28 | 20.86 |
| 6 | M/M/m/M/m | 2 | 12.58 | 20.62 | 8.04 | 63.91 |
| 7 | m/M/M/m/m | 1 | 56.22 | 66.65 | 10.43 | 18.55 |
| 9 | a/a/a/a/a | 2 | 23.6 | 31.96 | 8.36 | 35.42 |
| 12 | m/m/M/m/m | 1 | 64.82 | 77.82 | 13 | 20.05 |
| 13 | m/M/m/m/m | 1 | 48.14 | 65.65 | 17.51 | 36.37 |
| 14 | m/M/M/m/M | 2 | 20.71 | 25.25 | 4.54 | 21.92 |
| 15 | M/M/M/m/m | 1 | 21.8 | 30.34 | 8.54 | 39.17 |
| 16 | a/a/a/a/a | 2 | 26.45 | 33.17 | 6.72 | 25.40 |
| 17 | M/M/m/m/M | 2 | 24.77 | 31.06 | 6.29 | 25.39 |
| 19 | m/M/m/M/m | 1 | 22.23 | 43.39 | 21.16 | 95.18 |
| 20 | M/M/m/m/m | 1 | 31.24 | 45.66 | 14.42 | 46.16 |
| 21 | M/m/m/M/m | 2 | 12.81 | 35.82 | 23.01 | 179.62 |
| 22 | M/m/M/m/m | 1 | 59.69 | 108.19 | 48.5 | 81.25 |
| 23 | m/m/m/m/M | 1 | 15.16 | 35.7 | 20.54 | 135.49 |
Phase separation and Variation of mean droplets in emulsions after 5 h of storage according to the 24 combinations proposed by the Design Expert: minima (m), maxima (M) and the average (a) of the different factors. In bold: selected emulsions. Creaming behavior classification: 1: separation; 2: visible separation; 3: slight separation; 4: non visible separation; 5: no separation
Linearization of size analysis after powers transforms by the Box-Cox method
| Droplets size at T0 | Droplets size at T5 | Rate size Variation | |
|---|---|---|---|
| Box-Cox for power Transform | Log10 | √ | √ |
| R2 brut | 0.96 | 0.96 | 0.93 |
| R2 adjusted | 0.93 | 0.93 | 0.88 |
| R2 Predicted | 0.85 | 0.8 | 0.74 |
| Constant | 1.34 | 5.81 | 5.72 |
| A | 0.0087 | 0.027 | − 0.29 |
| B | − 0.065 | − 0.73 | − 0.96 |
| C | 0.026 | − 0.15 | − 1.6 |
| D | − 0.21 | − 1.62 | − 0.96 |
| E | − 0.072 | − 0.89 | − 1.51 |
| AB | − 0.055 | − 0.55 | |
| AE | 0.079 | 0.33 | − 0.9 |
| BC | − 0.067 | 0.68 | |
| BD | 0.41 | ||
| DE | − 0.66 | ||
| CE | 0.031 | 0.31 | |
| DE | 0.047 | − 0.94 |
Regression coefficients (R2), and coded factors (varying between + 1 and − 1) of the linearization equation for parameters: A (oil), B (starch), C (protein), D (stirring speed) and E (stirring time)
Fig. 1Pareto Chart for the droplets size analysis
Fig. 2Droplets size values at T0, 5 h later T5, and their variation rate according to contents (% of oil, Starch and protein) and process (stirring velocity and stirring time)
Fig. 3Pareto chart for creaming behavior analysis
Fig. 4Creaming analysis by DoE showing the optimum at high values of the 3 influencing factors: starch % and stirring time (T) and stirring velocity (V)
Fig. 5Rheological behavior of the 5 selected emulsions (a) and their matrix (b), which contains starch, Caseinate Na at their maximal (M) or minimal (m) values
Droplets size, yield value and creaming index
| Sample | 8 | 10 | 11 | 18 | 24 |
|---|---|---|---|---|---|
| Oil-Starch-Casein-SV-ST | m-M-m-M-M | m-M-M-M-m | M-m-m-M-M | m-m-M-M-M | M-M-M-M-M |
| Yield value (Pa s) | 3.01E−01 | 2.35E+00 | 2.96E−01 | 2.28E+00 | 4.74E+00 |
| Average droplet size-ADS (μm) | 12.49 | 11.67 | 15.63 | 13.79 | 11.27 |
| Largest droplet size-LDS (μm) | 34.234 | 34.25 | 58.75 | 33.89 | 20 |
| ADS Pressure (Pa s) | 4.03E−04 | 3.80E−04 | 5.09E−04 | 4.49E−04 | 3.67E−04 |
| LDS Pressure (Pa s) | 1.11E−03 | 1.12E−03 | 1.91E−03 | 1.10E−03 | 6.51E−04 |
| Creaming index for ADS (Number) | 747 | 6.183 | 581 | 5.076 | 12.914 |
| Creaming index for LDS (Number) | 270 | 2.107 | 155 | 2.066 | 7.277 |
SV: Stirring velocity; ST: Stirring time (duration); m: minimum; M: Maximum; ADS: Average Droplet Size; LDS: Large Droplet Size
The experimental design
| Block | Run (samples) | Space type | Composition factors | Process factors | Abbreviation by minima (m), Maxima (M) and average (a) values | |||
|---|---|---|---|---|---|---|---|---|
| A: Oil | B: Starch | C: Protein | D: Stirring velocity | E: Stirring duration | ||||
| % | % | % | Rpm | Min | ||||
| Block 1 | 1 | Vertex | 10 | 0 | 0 | 20,000 | 5 | m, m, m, M, m |
| Block 1 | 2 | Center | 15 | 0.75 | 1 | 15,000 | 12.5 | a, a, a, a, a |
| Block 1 | 3 | Vertex | 20 | 0 | 2 | 10,000 | 20 | M, m, M, m, M |
| Block 1 | 4 | Vertex | 20 | 0 | 0 | 10,000 | 5 | M, m, m, m, m |
| Block 1 | 5 | Vertex | 20 | 0 | 2 | 20,000 | 5 | M, m, M, M, m |
| Block 1 | 6 | Vertex | 20 | 1.5 | 0 | 20,000 | 5 | M, M, m, M, m |
| Block 1 | 7 | Vertex | 10 | 1.5 | 2 | 10,000 | 5 | m, M, M, m, m |
| Block 1 | 8 | Vertex | 10 | 1.5 | 0 | 20,000 | 20 | m, M, m, M, M |
| Block 2 | 9 | Center | 15 | 0.75 | 1 | 15,000 | 12.5 | a, a, a, a, a |
| Block 2 | 10 | Vertex | 10 | 1.5 | 2 | 20,000 | 5 | m, M, M, M, m |
| Block 2 | 11 | Vertex | 20 | 0 | 0 | 20,000 | 20 | M/m/m/M/M |
| Block 2 | 12 | Vertex | 10 | 0 | 2 | 10,000 | 5 | m/m/M/m/m |
| Block 2 | 13 | Vertex | 10 | 1.5 | 0 | 10,000 | 5 | m/M/m/m/m |
| Block 2 | 14 | Vertex | 10 | 1.5 | 2 | 10,000 | 20 | m/M/M/m/M |
| Block 2 | 15 | Vertex | 20 | 1.5 | 2 | 10,000 | 5 | M/M/M/m/m |
| Block 2 | 16 | Center | 15 | 0.75 | 1 | 15,000 | 12.5 | a/a/a/a/a |
| Block 3 | 17 | Vertex | 20 | 1.5 | 0 | 10,000 | 20 | M/M/m/m/M |
| Block 3 | 18 | Vertex | 10 | 0 | 2 | 20,000 | 20 | m/m/M/M/M |
| Block 3 | 19 | Vertex | 10 | 1.5 | 0 | 20,000 | 5 | m/M/m/M/m |
| Block 3 | 20 | Vertex | 20 | 1.5 | 0 | 10,000 | 5 | M/M/m/m/m |
| Block 3 | 21 | Vertex | 20 | 0 | 0 | 20,000 | 5 | M/m/m/M/m |
| Block 3 | 22 | Vertex | 20 | 0 | 2 | 10,000 | 5 | M/m/M/m/m |
| Block 3 | 23 | Vertex | 10 | 0 | 0 | 10,000 | 20 | m/m/m/m/M |
| Block 3 | 24 | Vertex | 20 | 1.5 | 2 | 20,000 | 20 | M/M/M/M/M |
Five quantitative factors at 2 levels allowing the Design Expert to generate 21 "matrix" tests and 3 points in the center, all divided into 3 blocks. These 21 "matrix" tests are sufficient to estimate the constant, the two degrees of freedom of the block effect, the 5 1st order coefficients and the 10 2nd order interactions under satisfactory orthogonally conditions (the VIF do not exceed 1.14). This is likely an optimal plan