| Literature DB >> 35164235 |
Graciane Fabiela da Silva1, Edgar Teixeira de Souza Júnior1, Rafael Nolibos Almeida1, Ana Luisa Butelli Fianco1, Alexandre Timm do Espirito Santo1, Aline Machado Lucas1, Rubem Mário Figueiró Vargas1, Eduardo Cassel1.
Abstract
A widely disseminated native species from Australia, Acacia mearnsii, which is mainly cultivated in Brazil and South Africa, represents a rich source of natural tannins used in the tanning process. Many flowers of the Acacia species are used as sources of compounds of interest for the cosmetic industry, such as phenolic compounds. In this study, supercritical fluid extraction was used to obtain non-volatile compounds from A. mearnsii flowers for the first time. The extract showed antimicrobial activity and the presence of p-anisic acid, a substance with industrial and pharmaceutical applications. The fractionation of the extract was performed using a chromatographic column and the fraction containing p-anisic acid presented better minimum inhibitory concentration (MIC) results than the crude extract. Thus, the extraction process was optimized to maximize the p-anisic acid extraction. The response surface methodology and the Box-Behnken design was used to evaluate the pressure, temperature, the cosolvent, and the influence of the particle size on the extraction process. After the optimization process, the p-anisic acid yield was 2.51% w/w and the extraction curve was plotted as a function of time. The simulation of the extraction process was performed using the three models available in the literature.Entities:
Keywords: Acacia mearnsii; mathematical modeling; p-anisic acid; response surface methodology; supercritical fluid extraction
Mesh:
Substances:
Year: 2022 PMID: 35164235 PMCID: PMC8840752 DOI: 10.3390/molecules27030970
Source DB: PubMed Journal: Molecules ISSN: 1420-3049 Impact factor: 4.411
Factorial 2² design matrix and observed responses.
| Standard Run Order | Codified Variables | Uncodified Variables | Global Extract Yield | S/F b | ||
|---|---|---|---|---|---|---|
| Pressure | Modifier | Pressure (bar) | Modifier | |||
| 1 | −1 | −1 | 120 | Water | 1.25 | 24.2 |
| 2 | −1 | 1 | 120 | Ethanol | 1.70 | 24.0 |
| 3 | 1 | −1 | 240 | Water | 1.71 | 24.2 |
| 4 | 1 | 1 | 240 | Ethanol | 2.49 | 24.0 |
| 5 | 0 | 0 | 180 | Water:Ethanol (1:1 | 2.27 | 24.1 |
| 6 | 0 | 0 | 180 | Water:Ethanol (1:1 | 2.33 | 24.1 |
| 7 | 0 | 0 | 180 | Water:Ethanol (1:1 | 2.30 | 24.1 |
a gram of crude extract from 100 g of dried flowers; b S/F is the solvent-to-feed ratio.
Figure 1Contour plot for global extraction yield as a function of CO2 pressure and modifier.
Minimal inhibitory concentration (MIC) of A. mearnsii crude extracts and its purified fractions against S. aureus.
| Sample | MIC (mg·mL−1) |
|---|---|
| Extract 2 (P = 120 bar; cosolvent: ethanol) | 24 |
| Extract 7 (P = 180 bar; cosolvent: ethanol:water 1:1 | 24 |
| Extracts 1, 3, 4, 5, and 6 | >24 |
| Ethyl acetate fraction | 59.2 |
| Subfraction 2 (solvent: hexane:ethyl acetate 80:20) | 35.9 |
| Subfraction 4 (solvent: hexane:ethyl acetate 40:60) | 11.8 |
Design matrix in the Box–Behnken model and observed responses.
| Run Order | Uncodified Variables | Responses | |||
|---|---|---|---|---|---|
| Pressure | Temperature (°C) | Medium Particle Size (mesh) | Global Extract Yield (% | ||
| 1 | 250 | 50 | 60 | 1.83 | 1.76 |
| 2 | 200 | 60 | 60 | 0.57 | 7.64 |
| 3 | 300 | 40 | 60 | 2.48 | 2.98 |
| 4 | 200 | 40 | 60 | 2.19 | 5.11 |
| 5 | 250 | 50 | 60 | 2.11 | 6.65 |
| 6 | 250 | 60 | 150 | 1.86 | 4.45 |
| 7 | 300 | 50 | 150 | 0.82 | 2.51 |
| 8 | 200 | 50 | 150 | 1.96 | 2.49 |
| 9 | 200 | 50 | 42 | 1.21 | 4.85 |
| 10 | 300 | 60 | 60 | 0.84 | 3.26 |
| 11 | 300 | 50 | 42 | 2.35 | 0.86 |
| 12 | 250 | 40 | 42 | 2.29 | 1.88 |
| 13 | 250 | 40 | 150 | 1.85 | 2.92 |
| 14 | 250 | 50 | 60 | 2.17 | 3.54 |
| 15 | 250 | 60 | 42 | 1.12 | 2.44 |
grams of p-anisic acid in 100 g of crude extract; b grams of crude extract from 100 g of dried flowers.
Analysis of variance of the p-anisic acid selectivity from the crude extract.
| Source | DF | Seq SS | Adj SS | Adj MS |
|
|
|---|---|---|---|---|---|---|
| Regression | 9 | 0.000501 | 0.000501 | 0.000056 | 5.79 | 0.034 |
| Linear | 3 | 0.000252 | 0.000059 | 0.00002 | 2.05 | 0.226 |
| T | 1 | 0.000244 | 0.000001 | 0.000001 | 0.09 | 0.773 |
| P | 1 | 0.000004 | 0.000057 | 0.000057 | 5.92 | 0.059 |
| G | 1 | 0.000004 | 0.000003 | 0.000003 | 0.34 | 0.587 |
| Square | 3 | 0.000054 | 0.000054 | 0.000018 | 1.87 | 0.252 |
|
| 1 | 0.000007 | 0.00001 | 0.00001 | 1.02 | 0.359 |
|
| 1 | 0.000046 | 0.000047 | 0.000047 | 4.9 | 0.078 |
|
| 1 | 0.000001 | 0.000001 | 0.000001 | 0.1 | 0.76 |
| Interaction | 3 | 0.000195 | 0.000195 | 0.000065 | 6.75 | 0.033 |
|
| 1 | 0 | 0 | 0 | 0 | 0.975 |
|
| 1 | 0.000072 | 0.000072 | 0.000072 | 7.47 | 0.041 |
|
| 1 | 0.000123 | 0.000123 | 0.000123 | 12.79 | 0.016 |
| Residual error | 5 | 0.000048 | 0.000048 | 0.00001 | ||
| Lack-of-fit | 3 | 0.000041 | 0.000041 | 0.000014 | 4.18 | 0.199 |
| Pure error | 2 | 0.000007 | 0.000007 | 0.000003 | ||
| Total | 14 | 0.000549 |
DF: Degrees of freedom; Seq SS: sequential sum of squares; Adj SS: adjusted sum of squares; F: F-statistics; p: p-value. T, P, and G correspond to the variables: temperature, pressure, and medium particle size, respectively. : the interaction between factors.
Figure 2Response surfaces and contour plots for effects of two independent variables on the yield of p-anisic acid in the extract obtained by supercritical extraction: (a) CO2 pressure (P) and CO2 temperature (T); (b) CO2 temperature (T) and medium particle size of milled flowers (G); (c) CO2 pressure (P) and medium particle size of milled flowers (G).
Figure 3Process parameters optimized to maximum yield of p-anisic acid.
Figure 4The yield curve for supercritical fluid extraction at 40 °C, 279 bar, and milled flower (42 mesh): mathematical models and experimental data.
Adjusted and calculated parameters for mathematical models of mass transfer.
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| ||||
| Crank | D (m²·s−¹) | |||||
| 8.424 × 10−10 | ||||||
| Sovová |
|
|
|
| ||
| 4.721 × 10−2 | 7.753 × 10−2 | 3.532 × 10−2 | 5.368 ×10−1 | 1.206 × 10−9 | 9.684 × 10−10 | |
| Reverchon | ||||||
| 1710 | 5.294 × 10−3 | 1.228 × 10−12 | 5.848 × 10−4 | |||
Gradient solvent system used in column chromatography.
| Solvent | Ratio (% | Subfraction Collected |
|---|---|---|
| Hexane | 100 | 1 |
| Hexane:Ethyl acetate | 80:20 | 2 |
| Hexane:Ethyl acetate | 60:40 | 3 |
| Hexane:Ethyl acetate | 40:60 | 4 |
| Hexane:Ethyl acetate | 20:80 | 5 |
| Ethyl acetate | 100 | 6 |
| Ethyl acetate:Dichloromethane | 50:50 | 7 |
| Dichloromethane | 100 | 8 |
| Dichloromethane:Methanol | 50:50 | 9 |
| Methanol | 100 | 10 |