| Literature DB >> 32230976 |
Tatiana B Schreiner1,2, Arantzazu Santamaria-Echart1, Andreia Ribeiro1,2, António M Peres1, Madalena M Dias2, Simão P Pinho1, Maria Filomena Barreiro1.
Abstract
Replacing synthetic surfactants by natural alternatives when formulating nanoemulsions has gained attention as a sustainable approach. In this context, nanoemulsions based on sweet almond oil and stabilized by saponin from Quillaja bark with glycerol as cosurfactant were prepared by the high-pressure homogenization method. The effects of oil/water (O/W) ratio, total surfactant amount, and saponin/glycerol ratio on their stability were analyzed. The formation and stabilization of the oil-in-water nanoemulsions were analyzed through the evaluation of stability over time, pH, zeta potential, and particle size distribution analysis. Moreover, a design of experiments was performed to assess the most suitable composition based on particle size and stability parameters. The prepared nanoemulsions are, in general, highly stable over time, showing zeta potential values lower than -40 mV, a slight acid behavior due to the character of the components, and particle size (in volume) in the range of 1.1 to 4.3 µm. Response surface methodology revealed that formulations using an O/W ratio of 10/90 and 1.5 wt% surfactant resulted in lower particle sizes and zeta potential, presenting higher stability. The use of glycerol did not positively affect the formulations, which reinforces the suitability of preparing highly stable nanoemulsions based on natural surfactants such as saponins.Entities:
Keywords: Quillaja bark saponin; design of experiments; high-pressure homogenization; nanoemulsions; particle size distribution; zeta potential
Mesh:
Substances:
Year: 2020 PMID: 32230976 PMCID: PMC7181021 DOI: 10.3390/molecules25071538
Source DB: PubMed Journal: Molecules ISSN: 1420-3049 Impact factor: 4.411
Figure 1Influence of the number of cycles through high-pressure homogenization (HPH) on the particle size (a) in number and (b) in volume in a reference emulsion (O/W ratio of 20/80, 5 wt% saponin).
Sample compositions used in the design of experiments (DOE).
| 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| O/W ( | 20/80 | 30/70 | 30/70 | 10/90 | 10/90 | 20/80 | 10/90 | 10/90 | 20/80 | 30/70 | 30/70 |
| Surfactant (wt%) | 1.0 | 0.5 | 1.5 | 0.5 | 1.5 | 1.0 | 0.5 | 1.5 | 1.0 | 1.5 | 0.5 |
| Saponin/Glycerol ( | 75/25 | 100 | 50/50 | 50/50 | 50/50 | 75/25 | 100 | 100 | 75/25 | 100 | 50/50 |
Figure 2(a) Nanoemulsions prepared by HPH are shown on the preparation day. The evolution of their stability is shown after (b) 5, (c) 10 and (d) 30 days.
Figure 3Zeta potential and pH values in the different samples.
Particle size averages determined by dynamic light scattering (DLS) in number and volume.
| 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Size number (nm) | 20.67 | 19.03 | 17.97 | 18.06 | 18.29 | 19.17 | 17.98 | 18.36 | 18.31 | 18.50 | 17.74 |
| Size volume (µm) | 2.09 | 3.05 | 2.15 | 4.31 | 1.79 | 1.47 | 1.18 | 1.12 | 1.25 | 1.25 | 2.97 |
Figure 4Particle size distribution of samples using an O/W ratio of 10/90 (4, 5, 7, and 8) in (a) number or (b) volume.
Regression parameters (β coefficients) of the optimal multiple linear regression models (MLRMs) established for the particle size in volume (µm) and zeta potential (mV) using a stepwise variable selection method for the 23 experimental design and respective model quality parameters.
| Source | Particle Size in Volume (µm) | Zeta Potential (mV) | ||
|---|---|---|---|---|
| β Coefficient (Coded Factors) | β Coefficient (Coded Factors) | |||
|
| ---- | 0.0006 | ---- | 0.0161 |
| Intercept | +222.90 | ---- | −42.50 | ---- |
| +12.71 | 0.0280 | +0.47 | 0.0217 | |
| −65.09 | 0.0003 | −0.85 | 0.0042 | |
| −57.72 | 0.0004 | −0.04 | 0.74891 | |
|
| +37.42 | 0.0013 | −0.12 | 0.34051 |
|
| +18.44 | 0.0102 | +0.09 | 0.47301 |
|
| −43.01 | 0.0009 | +0.65 | 0.0091 |
| Curvature | ----- | 0.0007 | ----- | 0.0013 |
| Lack of fit | ---- | 0.9293 | ---- | 0.8425 |
|
|
|
| ||
| Adequate Precision | 41.833 | 18.030 | ||
| R2 | 0.9973 | 0.9757 | ||
| R2adj | 0.9920 | 0.9272 | ||
| R2pred | 0.9932 | 0.9082 | ||
1 Parameter not statistically significant at a 5% significance level kept in the model to ensure hierarchy and the good of fitness.
Figure 5Response surface described by the model established for the particle size (in volume) and zeta potential in the experimental region evaluated: 3D plot and contour plots for oil and surfactant percentages at fixed saponin/glycerol percentages (minimum, central, and maximum). For representation purposes, the O/W ratio was considered as oil percentage, e.g., an O/W ratio of 10/90 is represented as 10% oil.
Parameter definition for design of experiments.
| Variable | Symbol | Coded ( | ||
|---|---|---|---|---|
| −1 | 0 | +1 | ||
| Oil (%) |
| 10 | 20 | 30 |
| Surfactant (%) |
| 0.5 | 1.0 | 1.5 |
| Saponin/glycerol (%) |
| 50 | 75 | 100 |