| Literature DB >> 31888206 |
Maher Kahlaoui1,2, Stefania Borotto Dalla Vecchia1, Francesco Giovine1, Hayet Ben Haj Kbaier2, Nabiha Bouzouita2, Letricia Barbosa Pereira1,3, Giuseppe Zeppa1.
Abstract
Ultrasound-assisted extraction (UAE) was applied as a pretreatment technique to improve the recovery of polyphenols from the almond hulls of four Tunisian and three Italian almond varieties, followed by the characterization with HPLC-DAD. The operating parameters (solid/liquid ratio, extraction time, and ethanol concentrations) were optimized using a Response Surface Methodology. A polynomial equation was calculated to describe the relationship between the operating parameters and dependent variables as total polyphenolic content (TPC) and antioxidant activity (RSA). A desirability function approach was used to determine the optimum conditions for operating parameters: a solid:solvent ratio of 2 g/100 mL, an extraction time of 13 min, and an ethanol concentration of 51.2%. Among the almond varieties, Pizzuta and Fakhfekh showed the highest polyphenol content and antioxidant activity. HPLC-DAD analysis of almond hull extracts confirmed that chlorogenic acid, catechin, and protocatechuic acid were the most important polyphenols in almond hull. The results highlighted that UAE could be an effective technique for the recovery of phenolic compounds from almond hull, thereby making this byproduct a promising source of compounds with potential applications in food and healthcare sectors.Entities:
Keywords: Prunus dulcis L.; almond hull; polyphenols; radical scavenging activity; response surface methodology; ultrasound-assisted extraction
Year: 2019 PMID: 31888206 PMCID: PMC6943675 DOI: 10.3390/antiox8120647
Source DB: PubMed Journal: Antioxidants (Basel) ISSN: 2076-3921
Results of single-factor experiments for ultrasound-assisted extraction from almond hull of Zahaf variety and results of ANOVA with Duncan’s test. Values are reported as means ± standard deviation of two extractions.
| Solid:Solvent Ratio (g/100mL) | TPC (mgGAE/gdw) | Extraction Time (min) | TPC (mgGAE/gdw) | Ethanol Concentration (% | TPC (mgGAE/gdw) |
|---|---|---|---|---|---|
| 2 | 6.44 ± 0.25 | 1 | 5.05 ± 0.11 a | 20 | 4.47 ± 0.09 b |
| 2.5 | 6.37 ± 0.44 | 5 | 5.81 ± 0.24 b | 40 | 7.69 ± 0.13 d |
| 3.3 | 6.52 ± 0.46 | 10 | 6.22 ± 0.06 b | 60 | 6.52 ± 0.47 c |
| 5 | 6.28 ± 0.14 | 15 | 6.52 ± 0.47 c | 80 | 3.77 ± 0.14 b |
| 10 | 6.02 ± 0.27 | 20 | 6.64 ± 0.13 c | 100 | 0.49 ± 0.01 a |
| 25 | 6.87 ± 0.13 c | ||||
| 30 | 6.75 ± 0.29 c | ||||
| Significance | ns | ** | *** |
ns, not significant; *** p < 0.001; ** p < 0.01; mean values in a column with different letters are statistically different for p < 0.05.
Values and coded levels of the independent variables for central composite design used for almond hull extraction.
| Independent Variables | Code | Coded Variable Levels | ||||
|---|---|---|---|---|---|---|
| −1.6818 | −1 | 0 | 1 | 1.6818 | ||
| Solid:solvent ratio (g/100 mL) |
| 2 | 2.6 | 3.5 | 4.4 | 5 |
| Extraction Time (min) |
| 10 | 13 | 18 | 22 | 25 |
| Ethanol concentration (%, |
| 40 | 44 | 50 | 56 | 60 |
Composite design and values of total phenolic content (TPC) and radical scavenging activity (RSA) for extracts obtained from almond hull with UAE. Data are reported as means ± standard deviation.
| Runs | Uncoded Variables | Responses | |||
|---|---|---|---|---|---|
| TPC (mgGAE/gdw) | RSA (µMTE/gdw) | ||||
| 1 | 2.0 | 18 | 50 | 7.25 ± 0.08 | 55.30 ± 2.74 |
| 2 | 2.6 | 13 | 44 | 6.90 ± 0.11 | 50.6 ± 2.09 |
| 3 | 2.6 | 13 | 56 | 6.72 ± 0.11 | 49.82 ± 2.56 |
| 4 | 2.6 | 22 | 44 | 7.22 ± 0.07 | 47.54 ± 1.77 |
| 5 | 2.6 | 22 | 56 | 7.28 ± 0.16 | 49.88 ± 0.31 |
| 6 | 3.5 | 10 | 50 | 7.07 ± 0.05 | 44.29 ± 0,56 |
| 7 | 3.5 | 18 | 40 | 7.71 ± 0.10 | 44.56 ± 1.13 |
| 8 | 3.5 | 18 | 60 | 7.02 ± 0.40 | 39.87 ± 1.35 |
| 9 | 3.5 | 25 | 50 | 7.61 ± 0.15 | 44.23 ± 2.29 |
| 10 | 4.4 | 13 | 44 | 6.95 ± 0.26 | 38.0 ± 1.63 |
| 11 | 4.4 | 13 | 56 | 6.95 ± 0.26 | 37.57 ± 1.63 |
| 12 | 4.4 | 22 | 44 | 8.03 ± 0.06 | 44.41 ± 1.60 |
| 13 | 4.4 | 22 | 56 | 7.66 ± 0.30 | 39.19 ± 1.61 |
| 14 | 5.0 | 18 | 50 | 7.71 ± 0.29 | 39.57 ± 0.76 |
| 15 | 3.5 | 18 | 50 | 7.94 ± 0.21 | 47.8 ± 2.31 |
| 16 | 3.5 | 18 | 50 | 8.09 ± 0.02 | 48.00 ± 2.96 |
| 17 | 3.5 | 18 | 50 | 8.01 ± 0.22 | 47.82 ± 1.62 |
| 18 | 3.5 | 18 | 50 | 8.02 ± 0.21 | 50.32 ± 1.57 |
| 19 | 3.5 | 18 | 50 | 7.88 ± 0.06 | 46.09 ± 1.53 |
| 20 | 3.5 | 18 | 50 | 8.06 ± 0.25 | 46.49 ± 1.89 |
X1 solid:solvent ratio (g/100mL); X2 extraction time (min); X3 ethanol concentration (%, v/v).
Analysis of variance of second-order polynomial models for the total phenolic content (TPC) and the radical scavenging activity (RSA) determined on almond hull extracts obtained using UAE.
| TPC (mgGAE/gdw) | RSA (µMTE/gdw) | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| SS | df | MS | F value | P value | SS | df | MS | F value | ||
| Model | 10.04 | 9 | 1.12 | 24.55 | <0.0001 | 1243.40 | 9 | 138.16 | 32.81 | < 0.0001 |
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| 1.54 | 1 | 1.54 | 33.95 | <0.0001 | 931.50 | 1 | 931.50 | 221.20 | < 0.0001 |
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| 2.23 | 1 | 2.23 | 49.09 | <0.0001 | 5.33 | 1 | 5.33 | 1.26 | 0.2661 |
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| 0.9285 | 1 | 0.9285 | 20.43 | <0.0001 | 31.52 | 1 | 31.52 | 7.48 | 0.0086 |
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| 0.1019 | 1 | 0.1019 | 2.24 | 0.1405 | 45.50 | 1 | 45.50 | 10.81 | 0.0019 |
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| 0.1498 | 1 | 0.1498 | 3.30 | 0.0754 | 19.45 | 1 | 19.45 | 4.62 | 0.0365 |
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| 0.0264 | 1 | 0.0264 | 0.5809 | 0.4495 | 1.05 | 1 | 1.05 | 0.25 | 0.6192 |
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| 1.48 | 1 | 1.48 | 32.64 | <0.0001 | 0.35 | 1 | 0.35 | 0.083 | 0.7743 |
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| 2.36 | 1 | 2.36 | 52.01 | <0.0001 | 63.55 | 1 | 63.55 | 15.09 | 0.0003 |
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| 2.21 | 1 | 2.21 | 48.58 | <0.0001 | 161.94 | 1 | 161.94 | 38.45 | <0.0001 |
| Residual | 2.27 | 50 | 0.0454 | 210.26 | 50 | 4.21 | ||||
| Lack of fit | 0.4513 | 5 | 0.0903 | 2.23 | 0.0675 | 35.76 | 5 | 7.15 | 1.84 | 0.1240 |
| Pure error | 1.82 | 45 | 0.0405 | 174.80 | 45 | 3.88 | ||||
| Cor Total | 12.31 | 59 | 1453.96 | 59 | ||||||
SS, Sum of Squares; df, degrees of freedom; MS, Mean Square; X1, solid:solvent ratio (g/100 mL); X2, extraction duration (min); X3, ethanol concentration (%, v/v).
Figure 1Response surface plots showing the effect of interaction of solid:solvent ratio (X1; g/100 mL), extraction duration (X2; min), and ethanol concentration (X3; % v/v) on TPC (a–c) and RSA (d–f) values of almond hull extracts obtained using UAE. For each graph, the third variable was fixed at the central value.
Mean values (n = 3) and standard deviation of radical scavenging activity (RSA) and total phenolic content (TPC), total flavonoid content (TFC), and total condensed tannins (TCT) in extracts obtained using ultrasound-assisted extraction (UAE) and conventional solvent extraction (CSE) of almond hull samples. For each analytical parameter, an analysis of variance with Duncan’s test was performed to compare the varieties and the two extraction methods.
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| Pizzuta | 210.49 ± 1.79 d | 31.98 ± 12.05 c | *** | 123.54 ± 2.8 d | 23.54 ± 11.59 c | *** |
| Fascionello | 146.47 ± 5.83 bc | 19.78 ± 1.69 b | *** | 80.21 ± 0.62 c | 9.62 ± 0.53 b | *** |
| Romana | 160.03 ± 25.44 c | 25.66 ± 5.55 b | *** | 74.36 ± 5.78 b | 13.11 ± 3.39 b | *** |
| Achaak | 138.70 ± 4.52 bc | 24.23 ± 4.57 b | *** | 81.34 ± 1.01 c | 11.30 ± 2.98 b | *** |
| Fakhfekh | 207.77 ± 4.23 d | 25.79 ± 4.04 b | *** | 123.49 ± 4.40 d | 15.20 ± 2.71 bc | *** |
| Laurane | 133.69 ± 5.89 b | 16.32 ± 2.21 b | *** | 70.76 ± 1.33 b | 8.73 ± 1.36 b | *** |
| Zahaf | 8.37 ± 0.83 a | 3.08 ± 0.09 a | ** | 1.78 ± 0.22 a | 0.09 ± 0.02 a | ** |
| Significance | *** | * | *** | * | ||
| TFC (mgCE/gdw) | RSA (µMTE/gdw) | |||||
| UAE | CSE | Significance | UAE | CSE | Significance | |
| Pizzuta | 117.77 ± 4.84 d | 16.83 ± 7.99 c | *** | 1938.07 ± 18.69 d | 183.62 ± 25.22 cd | *** |
| Fascionello | 80.29 ± 4.17 bc | 9.07 ± 0.74 b | *** | 1606.83 ± 62.92 c | 142.97 ± 10.44 bc | *** |
| Romana | 73.37 ± 2.77 b | 12.36 ± 3.56 bc | *** | 1565.18 ± 42.14 c | 168.96 ± 22.90 c | *** |
| Achaak | 81.29 ± 4.48 c | 11.17 ± 3.14 bc | *** | 1450.47 ± 131.03 b | 167.74 ± 26.50 c | *** |
| Fakhfekh | 120.04 ± 4.96 d | 12.65 ± 2.52 bc | *** | 1990.78 ± 39.58 d | 203.43 ± 8.72 d | *** |
| Laurane | 77.30 ± 3.04 bc | 7.19 ± 1.45 ab | *** | 1607.18 ± 36.74 c | 129.49 ± 12.32 b | *** |
| Zahaf | 3.08 ± 0.28 a | 0.87 ± 0.04 a | ** | 64.83 ± 3.04 a | 23.43 ± 7.36 a | *** |
| Significance | *** | * | *** | *** | ||
Mean values followed by different letters within the same column are statistically different at p < 0.05 (Duncan’s test). *** p < 0.001; ** p < 0.01; * p < 0.05.
Retention time (Rt), detection wavelength (λmax), linear equation, investigated linear range, determination coefficient (r2), linear range, LOD, and LOQ of the phenolic compound standards.
| Compound | Rt (min) | λmax (nm) | Linear Range (mg/L) | Linear Equation |
| LOD | LOQ |
|---|---|---|---|---|---|---|---|
| (mg/L) | (mg/L) | ||||||
| Protocatechuic acid | 4.36 | 293 | 0.2-202 | 0.9997 | 0.1 | 0.2 | |
| Catechin | 8.7 | 279 | 0.5-194 | 0.9999 | 0.2 | 0.5 | |
| Caffeic acid | 10.87 | 325 | 0.2-23.6 | 0.9997 | 0.1 | 0.2 | |
| Chlorogenic acid | 11.54 | 325 | 0.5-119 | 0.9996 | 0.2 | 0.5 | |
| Epicatechin | 13.48 | 279 | 0.5-198 | 0.9998 | 0.2 | 0.5 | |
| p-Coumaric acid | 16.34 | 325 | 0.2-113 | 0.9999 | 0.1 | 0.2 | |
| Quercetin-3-glucoside | 24.36 | 355 | 0.5-110.0 | 0.9996 | 0.1 | 0.5 |
Mean value (n = 3) and standard deviation of polyphenolic compounds (mg/gdw) identified and quantified by HPLC-DAD in almond hull extracts obtained using UAE and CSE, and the results of the analysis of variance with a Duncan’s test, between the varieties and the two extraction methods.
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| Pizzuta | 0.02 ± 0.00 b | nd | *** | 0.03 ± 0.01 b | nd | *** |
| Fascionello | 0.003 ± 0.01 ab | nd | *** | 0.006 ± 0.01 a | nd | *** |
| Romana | 0.006 ± 0.01 a | nd | ** | nd | nd | |
| Achaak | nd | nd | nd | nd | ||
| Fakhfekh | nd | nd | nd | nd | ||
| Laurane | nd | nd | nd | nd | ||
| Zahaf | nd | nd | nd | nd | ||
| Significance | ** | ** | ||||
| Chlorogenic acid | Epicatechin | |||||
| UAE | CSE | Significance | UAE | CSE | Significance | |
| Pizzuta | 4.76 ± 0.25 e | 0.12 ± 0.09 b | *** | 0.03 ± 0.00 b | nd | *** |
| Fascionello | 1.60 ± 0.12 d | 0.003 ± 0.001 a | *** | 0.006 ± 0.01 a | nd | *** |
| Romana | 0.67 ± 0.24 b | nd | *** | nd | nd | |
| Achaak | 1.25 ± 0.08 c | nd | *** | nd | nd | |
| Fakhfekh | 3.35 ± 0.07 e | 0.006 ± 0.01 a | *** | nd | nd | |
| Laurane | 0.92 ± 0.28 b | 0.006 ± 0.01 a | *** | nd | nd | |
| Zahaf | 0.006 ± 0.01 a | nd | *** | nd | nd | |
| Significance | *** | * | ||||
| Protocatechuic acid | Catechin | |||||
| UAE | CSE | Significance | UAE | CSE | Significance | |
| Pizzuta | 0.22 ± 0.01 b | nd | *** | 2.40 ± 0.08 d | 0.06 ± 0.04 ab | *** |
| Fascionello | 0.07 ± 0.000 a | nd | *** | 0.51 ± 0.05 b | 0.003 ± 0.001 a | *** |
| Romana | 0.06 ± 0.03 a | nd | *** | 0.47 ± 0.09 b | 0.01 ± 0.0001 b | *** |
| Achaak | 0.04 ± 0.01 a | nd | *** | 1.51 ± 0.03 c | 0.01 ± 0.0001 b | *** |
| Fakhfekh | 0.18 ± 0.01 b | nd | *** | 6.91 ± 0.16 e | 0.02 ± 0.0001 b | *** |
| Laurane | 0.19 ± 0.01 b | nd | *** | 0.53 ± 0.20 b | 0.01 ± 0.0001 b | *** |
| Zahaf | 0.11 ± 0.08 ab | nd | *** | 0.15 ± 0.01 a | 0.006 ± 0.01 a | *** |
| Significance | *** | ns | *** | * | ||
| Caffeic Acid | ||||||
| UAE | CSE | Significance | ||||
| Pizzuta | 0.08 ± 0.01ab | nd | *** | |||
| Fascionello | nd | nd | ||||
| Romana | 0.02 ± 0.01 a | nd | *** | |||
| Achaak | 0.17 ± 0.01 b | nd | *** | |||
| Fakhfekh | 0.17 ± 0.05 b | nd | *** | |||
| Laurane | nd | nd | ||||
| Zahaf | nd | nd | ||||
| Significance | *** | |||||
nd, not detected; mean values followed by different letters within the same column are statistically different at p < 0.05 (Duncan’s test); ns, not significant; *** p < 0.001; ** p < 0.01; * p < 0.05.