| Literature DB >> 32325741 |
Jelena Vladić1, Martina Jakovljević2, Maja Molnar2, Senka Vidović1, Milan Tomić3, Zorica Drinić2, Stela Jokić2.
Abstract
In the present study, valorization of yarrow (Achillea millefolium) by-product from the filter tea industry was investigated through the application of subcritical water for the extraction of bioactive compounds. The influence of different process parameters (temperature 120-200 °C, extraction time 10-30 min, and HCl concentration in extraction solvent 0-1.5%) on extract quality in terms of content of bioactive compounds and antioxidant activity was investigated. Optimal conditions of the extraction process (temperature 198 °C, extraction time 16.5 min, and without acidifer) were determined and, when applied, the most efficient exploitation of by-products is achieved, that is, attainment of extracts rich in total phenols and flavonoids and high antioxidant activity. In addition, by applying the high performance liquid chromatographic analysis, the content of chlorogenic acid was determined as well as the hydroxymethylfurfural content in obtained extracts. The results demonstrated that subcritical water can be successfully used for utilization of yarrow by-products for obtaining extracts rich in antioxidants.Entities:
Keywords: Achillea millefolium; antioxidant activity; optimization; polyphenols; subcritical water; yarrow
Year: 2020 PMID: 32325741 PMCID: PMC7221777 DOI: 10.3390/molecules25081878
Source DB: PubMed Journal: Molecules ISSN: 1420-3049 Impact factor: 4.411
Coded and actual levels of independent variables for the designed experiment.
| Independent Variable | Symbol | Level | ||
|---|---|---|---|---|
| Low (−1) | Middle (0) | High (+1) | ||
| Temperature (°C) | X1 | 120 | 160 | 200 |
| Time (min) | X2 | 10 | 20 | 30 |
| HCl concentration (%) | X3 | 0 | 0.75 | 1.5 |
Content of total phenols (TPH), total flavonoids (TFL), and antioxidant activity (expressed as ABTS 1 activity).
| Run | X1[T] | X2 [t] | X3 [c(HCl)] | TPH | TFL | ABTS |
|---|---|---|---|---|---|---|
| [°C] | [min] | [%] | [mg GAE/g] 2 | [mg CE/g] 3 | [µg TEX/mL] 4 | |
| 1 | 0 | −1 | 1 | 86.977 | 28.48 | 1637.90 |
| 2 | −1 | 0 | −1 | 101.67 | 79.19 | 1410.60 |
| 3 | −1 | −1 | 0 | 52.42 | 27.29 | 890.92 |
| 4 | 0 | 0 | 0 | 98.64 | 35.17 | 1754.68 |
| 5 | 0 | 0 | 0 | 86.77 | 32.57 | 1665.47 |
| 6 | 1 | −1 | 0 | 107.90 | 31.94 | 1853.57 |
| 7 | 1 | 1 | 0 | 101.08 | 28.52 | 1658.63 |
| 8 | 0 | 0 | 0 | 93.66 | 31.66 | 1753.15 |
| 9 | 1 | 0 | −1 | 128.20 | 63.47 | 1601.37 |
| 10 | 1 | 0 | 1 | 107.00 | 31.14 | 1720.50 |
| 11 | 0 | 1 | −1 | 94.09 | 53.17 | 1558.57 |
| 12 | 0 | −1 | −1 | 93.61 | 53.93 | 1715.86 |
| 13 | −1 | 0 | 1 | 73.81 | 34.81 | 1125.66 |
| 14 | 0 | 1 | 1 | 92.16 | 26.32 | 1757.99 |
| 15 | −1 | 1 | 0 | 54.54 | 28.46 | 1002.37 |
1 2,2′-azino-bis(3-ethylbenzothiazoline-6-sulphonic acid) diammonium salt; 2 mg of gallic acid equivalents per g of extract; 3 mg of catechin equivalents per g of extract; 4 mg Trolox equivalents per mL of extract.
Corresponding p-values for the selected response variable for each obtained coefficient.
| Variable | Coefficients | Standard Error | ||
|---|---|---|---|---|
|
| ||||
| Intercept | 93.02 | 5.85 | ||
| [T] | 20.22 | 3.58 | 31.87 | 0.0024 |
| [t] | 0.12 | 3.58 | 1.107−3 | 0.9747 |
| [c (HCl)] | −7.20 | 3.58 | 4.05 | 0.1005 |
| [T]2 | −1.54 | 5.27 | 0.085 | 0.7820 |
| [t]2 | −12.50 | 5.27 | 5.62 | 0.0638 |
| [c (HCl)]2 | 11.19 | 5.27 | 4.50 | 0.0873 |
| [T]× [t] | −2.24 | 5.06 | 0.19 | 0.6773 |
| [T]× [c (HCl)] | 1.66 | 5.06 | 0.11 | 0.7558 |
| [t]× [c (HCl)] | 1.18 | 5.06 | 0.054 | 0.8257 |
|
| ||||
| Intercept | 33.13 | 3.20 | ||
| [T] | −1.84 | 1.96 | 0.88 | 0.3920 |
| [t] | −0.65 | 1.96 | 0.11 | 0.7551 |
| [c (HCl)] | −16.13 | 1.96 | 67.69 | 0.0040 |
| [T]2 | 3.80 | 2.89 | 1.73 | 0.2453 |
| [t]2 | −7.88 | 2.89 | 7.45 | 0.0413 |
| [c (HCl)]2 | 15.22 | 2.89 | 27.92 | 0.0033 |
| [T]× [t] | 1.15 | 2.77 | 1.73 | 0.2453 |
| [T]× [c (HCl)] | 3.01 | 2.77 | 1.18 | 0.3267 |
| [t]× [c (HCl)] | −0.35 | 2.77 | 0.16 | 0.9043 |
|
| ||||
| Intercept | 1724.43 | 82.68 | ||
| [T] | 300.57 | 50.63 | 35.24 | 0.0019 |
| [t] | −14.97 | 50.63 | 0.087 | 0.7793 |
| [c (HCl)] | −5.66 | 50.63 | 0.012 | 0.9154 |
| [T]2 | −287.94 | 74.53 | 14.93 | 0.0118 |
| [t]2 | −85.12 | 74.53 | 1.30 | 0.3051 |
| [c (HCl)]2 | 28.04 | 74.53 | 0.14 | 0.7222 |
| [T]× [t] | −76.60 | 71.60 | 1.14 | 0.3336 |
| [T]× [c (HCl)] | 101.02 | 71.60 | 1.99 | 0.2174 |
| [t]× [c (HCl)] | 69.57 | 71.60 | 0.94 | 0.3759 |
Figure 1Three-dimensional plot for the obtained responses of (a) total phenols (TPH), (b) total flavonoids (TFL), and (c) antioxidant activity as a function of extraction temperature, time, and HCl concentration.
Analysis of variance (ANOVA) of second-order polynomial models for TPH and TFL content and antioxidant activity in A. millefolium extracts.
| Response | Sum of Squares | DF 1 | Mean Square | ||
|---|---|---|---|---|---|
| TPH content | |||||
| Model | 4854.44 | 9 | 539.38 | 5.26 | 0.0411 |
| Residual | 512.94 | 5 | 102.59 | ||
| Lack of fit | 441.96 | 3 | 147.32 | 4.15 | 0.2002 |
| Pure error | 70.97 | 2 | 35.49 | ||
| Total | 5367.37 | 14 | |||
| TFL content | |||||
| Model | 3352.65 | 9 | 372.52 | 12.12 | 0.0067 |
| Residual | 153.72 | 5 | 30.74 | ||
| Lack of fit | 147.08 | 3 | 49.03 | 14.78 | 0.0640 |
| Pure error | 6.63 | 2 | 3.32 | ||
| Total | 3506.37 | 14 | |||
| ABTS | |||||
| Model | 1.141 × 106 | 9 | 1.267 × 105 | 6.18 | 0.0295 |
| Residual | 1.026 × 106 | 5 | 20,518.99 | ||
| Lack of fit | 97,378.83 | 3 | 32,459.61 | 12.45 | 0.0753 |
| Pure error | 5216.13 | 2 | 2608.07 | ||
| Total | 1.243 ×106 | 14 |
1 Degrees of freedom.
Concentration of hydroxymethylfurfural (HMF) and chlorogenic acid in obtained extracts of A. millefolium determined by HPLC.
| Run | Temperature | Time | c (HCl) | HMF | Chlorogenic Acid |
|---|---|---|---|---|---|
| [°C] | [min] | [%] | (µg/mL) | (µg/mL) | |
| 1 | 160 (0) | 10 (−1) | 1.5 (1) | 33.4 | |
| 2 | 120 (−1) | 20 (0) | 0 (−1) | 5.8 | 30.4 |
| 3 | 120 (−1) | 10 (−1) | 0.75 (0) | 19.1 | 28.4 |
| 4 | 160 (0) | 20 (0) | 0.75 (0) | 39.3 | |
| 5 | 160 (0) | 20 (0) | 0.75 (0) | 33.6 | |
| 6 | 200 (1) | 10 (−1) | 0.75 (0) | 0.0 | |
| 7 | 200 (1) | 30 (1) | 0.75 (0) | 0.0 | |
| 8 | 160 (0) | 20 (0) | 0.75 (0) | 37.0 | |
| 9 | 200 (1) | 20 (0) | 0 (−1) | 20.7 | |
| 10 | 200 (1) | 20 (0) | 1.5 (1) | 0.0 | |
| 11 | 160 (0) | 30 (1) | 0 (−1) | 11.3 | |
| 12 | 160 (0) | 10 (−1) | 0 (−1) | 12.5 | 16.8 |
| 13 | 120 (−1) | 20 (0) | 1.5 (1) | 28.8 | |
| 14 | 160 (0) | 30 (1) | 1.5 (1) | 33.2 | |
| 15 | 120 (−1) | 30 (1) | 0.75 (0) | 23.5 | 21.2 |