| Literature DB >> 35159431 |
Seyed Mehdi Niknam1, Mansoore Kashaninejad1, Isabel Escudero1, María Teresa Sanz1, Sagrario Beltrán1, José M Benito1.
Abstract
In this study, we aimed to prepare stable water-in-oil (W/O) nanoemulsions loaded with a phenolic-rich aqueous phase from olive cake extract by applying the response surface methodology and using two methods: rotor-stator mixing and ultrasonic homogenization. The optimal nanoemulsion formulation was 7.4% (w/w) of olive cake extract as the dispersed phase, and 11.2% (w/w) of a surfactant mixture of polyglycerol polyricinoleate (97%) and Tween 80 (3%) in Miglyol oil as the continuous phase. Optimum results were obtained by ultrasonication for 15 min at 20% amplitude, yielding W/O nanoemulsion droplets of 104.9 ± 6.7 nm in diameter and with a polydispersity index (PDI) of 0.156 ± 0.085. Furthermore, an optimal nanoemulsion with a droplet size of 105.8 ± 10.3 nm and a PDI of 0.255 ± 0.045 was prepared using a rotor-stator mixer for 10.1 min at 20,000 rpm. High levels of retention of antioxidant activity (90.2%) and phenolics (83.1-87.2%) were reached after 30 days of storage at room temperature. Both W/O nanoemulsions showed good physical stability during this storage period.Entities:
Keywords: encapsulation; high-energy emulsification; phenolics; response surface methodology; stability; water-in-oil (W/O) nanoemulsion
Year: 2022 PMID: 35159431 PMCID: PMC8834604 DOI: 10.3390/foods11030279
Source DB: PubMed Journal: Foods ISSN: 2304-8158
Matrix of the CCD and experimental data for the W/O emulsion formulation.
| Run | Independent Variables | Response Variables | |||||
|---|---|---|---|---|---|---|---|
| Aqueous Phase Content | Surfactant Content | HLB Number | Droplet Size (Y, nm) | PDI | |||
| Mean | SD | Mean | SD | ||||
| 1 | 2 | 20 | 11 | 3688 | 464 | 1 | 0 |
| 2 | 20 | 2 | 3 | 313.5 | 12.7 | 0.956 | 0.076 |
| 3 | 2 | 2 | 3 | 143.9 | 24.6 | 0.094 | 0.071 |
| 4 | 20 | 20 | 11 | 692.1 | 121.0 | 1 | 0 |
| 5 | 11 | 20 | 7 | 804.2 | 237.3 | 1 | 0 |
| 6 | 2 | 2 | 11 | 3856 | 589 | 1 | 0 |
| 7 | 20 | 20 | 3 | 1152 | 30 | 0.164 | 0.148 |
| 8 | 2 | 11 | 7 | 259.3 | 51.7 | 0.246 | 0.210 |
| 9 | 11 | 11 | 3 | 177.4 | 47.0 | 0.104 | 0.009 |
| 10 | 11 | 11 | 7 | 331.8 | 116.0 | 0.082 | 0.054 |
| 11 | 11 | 11 | 7 | 142.3 | 13.1 | 0.222 | 0.094 |
| 12 | 11 | 2 | 7 | 356.1 | 68.1 | 0.350 | 0.278 |
| 13 | 20 | 2 | 11 | 263.2 | 71.8 | 1 | 0 |
| 14 | 11 | 11 | 11 | 320.3 | 64.6 | 0.666 | 0.413 |
| 15 | 2 | 20 | 3 | 359.8 | 14.0 | 0.055 | 0.061 |
| 16 | 20 | 11 | 7 | 372.1 | 136.3 | 0.416 | 0.303 |
PDI: polydispersity index. SD: standard deviation.
ANOVA of the regression coefficients (Equation (1)) for the droplet size of the W/O emulsions. Statistically significant terms (p < 0.05) are written in bold.
| Source | Regression Coefficients | ||
|---|---|---|---|
| c0 | −388.136 | - | - |
|
| 8.48871 | 169.34 | 0.0488 |
| c2 | −146.709 | 17.32 | 0.1501 |
|
| 244.208 | 248.00 | 0.0404 |
| c11 | 4.23006 | 17.24 | 0.1505 |
| c12 | 1.88194 | 10.35 | 0.1918 |
|
| −26.217 | 396.89 | 0.0319 |
| c22 | 7.49487 | 54.11 | 0.0860 |
| c23 | −2.75521 | 4.38 | 0.2837 |
| c33 | 17.2365 | 11.17 | 0.1851 |
Figure 1RSM plots of the effects of factors on particle size of W/O emulsions. (a) Interaction of surfactant content and HLB number; (b) interaction of aqueous phase content and HLB number; (c) interaction of surfactant and aqueous phase contents.
Matrix of the CCD and experimental data for W/O emulsion preparations using two high-energy emulsification methods.
| Run | Rotor-Stator Mixer | |||||
|---|---|---|---|---|---|---|
| Independent Variables | Response Variables | |||||
| Rotation Speed (X1, rpm) | Time (X2, min) | Droplet Size (Y, nm) | PDI | |||
| Mean | SD | Mean | SD | |||
| 1 | 20,000 | 10 | 105.8 | 10.3 | 0.255 | 0.045 |
| 2 | 20,000 | 5 | 223.5 | 26.8 | 0.425 | 0.238 |
| 3 | 29,000 | 15 | 280.7 | 29.0 | 0.571 | 0.093 |
| 4 | 29,000 | 10 | 133.2 | 6.6 | 0.166 | 0.107 |
| 5 | 20,000 | 10 | 105.0 | 4.7 | 0.192 | 0.224 |
| 6 | 11,000 | 15 | 138.4 | 2.2 | 0.187 | 0.043 |
| 7 | 29,000 | 5 | 136.4 | 6.1 | 0.175 | 0.016 |
| 8 | 11,000 | 10 | 148.5 | 30.0 | 0.323 | 0.044 |
| 9 | 11,000 | 5 | 286.9 | 15.2 | 0.556 | 0.150 |
| 10 | 20,000 | 15 | 112.6 | 4.4 | 0.185 | 0.020 |
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| 11 | 5 | 20 | 71.09 | 7.35 | 0.480 | 0.283 |
| 12 | 15 | 20 | 104.9 | 6.7 | 0.156 | 0.085 |
| 13 | 10 | 20 | 113.2 | 6.9 | 0.136 | 0.109 |
| 14 | 15 | 40 | 114.7 | 18.1 | 0.103 | 0.011 |
| 15 | 15 | 60 | 111.5 | 9.9 | 0.060 | 0.035 |
| 16 | 10 | 60 | 120.3 | 12.9 | 0.074 | 0.018 |
| 17 | 10 | 40 | 175.9 | 3.5 | 0.163 | 0.040 |
| 18 | 10 | 40 | 188.1 | 5.2 | 0.168 | 0.044 |
| 19 | 5 | 40 | 106.5 | 6.5 | 0.192 | 0.107 |
| 20 | 5 | 60 | 238.8 | 12.7 | 0.019 | 0.015 |
PDI: polydispersity index. SD: standard deviation.
ANOVA of the regression coefficients (Equation (1)) for the W/O nanoemulsions prepared by high-energy emulsification methods.
| Source | Rotor-Stator Mixer | Ultrasonic Homogenizer | ||||
|---|---|---|---|---|---|---|
| Regression Coefficients | Regression Coefficients | |||||
| c0 | 937.701 | - | - | −188.939 | - | - |
| c1 | −0.0362116 | 287.63 | 0.0375 | 31.4482 | 12.70 | 0.1742 |
| c2 | −89.7357 | 6900.01 | 0.0077 | 8.68788 | 65.80 | 0.0781 |
| c11 | 0.00000049 | 11380.94 | 0.0060 | −0.942343 | 17.40 | 0.1498 |
| c12 | 0.00162667 | 66978.00 | 0.0025 | −0.377775 | 76.71 | 0.0724 |
| c22 | 2.66829 | 32446.77 | 0.0035 | −0.0435214 | 9.50 | 0.1997 |
Figure 2RSM plots of the effects of factors on particle size of W/O nanoemulsions: (a) rotor-stator mixer; (b) ultrasonic homogenizer.
Figure 3Particle size distribution of optimally formulated W/O nanoemulsions after 1 day and a 30-day storage period at 25 °C and at 4 °C: (a) rotor-stator mixer; (b) ultrasonic homogenizer.
Figure 4BS profiles of optimally formulated W/O nanoemulsions through 30 days of storage at 25 °C: (a) rotor-stator mixer; (b) ultrasonic homogenizer.