1 Introduction
2 Material and methods
2.1 Plant material
2.2 Chemical and reagents
2.3 Preparation of NADES
2.4 Extraction of phenolic compounds
2.5 Total phenolic content
2.6 Total flavonoid content
2.7 Determination of antioxidant activity
2.7.1 Diphenyl-1-picrylhydrazyl radical scavenging activity assay
2.7.2 Ferric reducing antioxidant power assay
2.8 Determination of individual phenolic compounds
2.9 Optimization with the response surface method
Actual values | ||||
---|---|---|---|---|
X1 | X2 | X3 | X4 | |
− 1.41 | 0.5 | 10 | 25 | 5 |
− 1 | 2 | 20 | 40 | 15 |
0 | 3.5 | 30 | 60 | 25 |
+ 1 | 5 | 40 | 75 | 35 |
+ 1.41 | 6.5 | 50 | 90 | 45 |
TPC | TFC | DPPH | FRAP | Gallic acid | Chlorogenic acid | |||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
SS | F value | p value | SS | F value | p value | SS | F value | p value | SS | F value | p value | SS | F value | p value | SS | F value | p value | |
Model | 945.96 | 8.12 | < 0.001 | 15.98 | 20.71 | < 0.001 | 18,211.58 | 11.49 | < 0.001 | 11,446.10 | 11.97 | < 0.001 | 123,603.51 | 15.54 | < 0.001 | 111.63 | 19.78 | < 0.001 |
X1 | 179.08 | 21.53 | 0.001 | 1.12 | 20.36 | 0.001 | 55.43 | 0.49 | 0.498 | 20.16 | 0.30 | 0.597 | 1092.35 | 1.92 | 0.191 | 21.24 | 52.71 | < 0.001 |
X2 | 4.03 | 0.48 | 0.500 | 5.07 | 92.07 | < 0.001 | 106.18 | 0.94 | 0.352 | 10.73 | 0.16 | 0.699 | 8228.64 | 14.48 | 0.003 | 0.21 | 0.52 | 0.486 |
X3 | 502.12 | 60.36 | < 0.001 | 0.36 | 6.56 | 0.025 | 4286.83 | 37.85 | < 0.001 | 180.48 | 2.64 | 0.130 | 81,702.25 | 143.80 | < 0.001 | 1.94 | 4.82 | 0.048 |
X4 | 2.52 | 0.30 | 0.592 | 3.36 | 60.99 | < 0.001 | 3651.34 | 32.24 | < 0.001 | 3.06 | 0.04 | 0.836 | 9102.82 | 16.02 | 0.002 | 1.56 | 3.86 | 0.073 |
X1 X2 | 3.09 | 0.37 | 0.554 | 0.02 | 0.31 | 0.586 | 636.17 | 5.62 | 0.035 | 1753.66 | 25.67 | < 0.001 | 26.25 | 0.05 | 0.833 | 7.29 | 18.10 | 0.001 |
X1 X3 | 37.58 | 4.52 | 0.055 | 0.99 | 17.96 | 0.001 | 970.47 | 8.57 | 0.013 | 1452.36 | 21.26 | 0.001 | 41.37 | 0.07 | 0.792 | 0.09 | 0.24 | 0.636 |
X1 X4 | 30.57 | 3.68 | 0.079 | 0.21 | 3.88 | 0.073 | 776.28 | 6.85 | 0.022 | 659.48 | 9.65 | 0.009 | 317.60 | 0.56 | 0.469 | 16.09 | 39.93 | < 0.001 |
X2 X3 | 11.47 | 1.38 | 0.263 | 0.01 | 0.09 | 0.765 | 373.85 | 3.30 | 0.094 | 1.85 | 0.03 | 0.872 | 1009.48 | 1.78 | 0.207 | 2.12 | 5.27 | 0.041 |
X2 X4 | 13.02 | 1.56 | 0.235 | 3.11 | 56.50 | < 0.001 | 2498.11 | 22.06 | 0.001 | 56.25 | 0.82 | 0.382 | 1892.14 | 3.33 | 0.093 | 3.63 | 9.00 | 0.011 |
X3 X4 | 0.79 | 0.09 | 0.763 | 0.19 | 3.45 | 0.088 | 990.58 | 8.75 | 0.012 | 633.09 | 9.27 | 0.010 | 4550.72 | 8.01 | 0.015 | 33.52 | 83.17 | < 0.001 |
X1 X1 | 0.15 | 0.02 | 0.894 | 0.27 | 4.87 | 0.048 | 821.84 | 7.26 | 0.020 | 160.86 | 2.35 | 0.151 | 8687.79 | 15.29 | 0.002 | 0.75 | 1.87 | 0.196 |
X2 X2 | 33.33 | 4.01 | 0.068 | 0.53 | 9.69 | 0.009 | 22.84 | 0.20 | 0.661 | 4397.36 | 64.36 | < 0.001 | 999.75 | 1.76 | 0.209 | 4.08 | 10.13 | 0.008 |
X3 X3 | 4.05 | 0.49 | 0.498 | 0.00 | 0.02 | 0.893 | 1509.17 | 13.33 | 0.003 | 565.59 | 8.28 | 0.014 | 1771.36 | 3.12 | 0.103 | 9.26 | 22.98 | < 0.001 |
X4 X4 | 59.84 | 7.19 | 0.020 | 0.23 | 4.08 | 0.066 | 2928.08 | 25.85 | < 0.001 | 116.15 | 1.70 | 0.217 | 68.43 | 0.12 | 0.735 | 5.16 | 12.80 | 0.004 |
Residual | 99.82 | 0.66 | 1359.05 | 819.85 | 6817.89 | 4.84 | ||||||||||||
Lack of fit | 71.51 | 0.51 | 0.811 | 0.65 | 17.72 | 0.055 | 571.91 | 0.15 | 0.987 | 730.29 | 1.63 | 0.439 | 5273.79 | 0.68 | 0.723 | 4.14 | 1.19 | 0.539 |
Pure error | 28.32 | 0.01 | 787.14 | 89.56 | 1544.10 | 0.69 | ||||||||||||
Cor total | 1045.78 | 16.64 | 19,570.62 | 12,265.96 | 130,421.40 | 116.46 | ||||||||||||
R2 | 0.905 | 0.960 | 0.931 | 0.933 | 0.948 | 0.958 | ||||||||||||
Adj R2 | 0.793 | 0.914 | 0.850 | 0.855 | 0.887 | 0.910 | ||||||||||||
Pred R2 | 0.558 | 0.767 | 0.737 | 0.641 | 0.744 | 0.777 | ||||||||||||
Adeq precision | 9.23 | 15.73 | 13.48 | 13.77 | 13.03 | 17.81 | ||||||||||||
C.V. % | 12.40 | 25.99 | 10.86 | 5.79 | 8.94 | 1.58 |
Vanillic acid | Epicatechin | Syringic acid | Quercetin-3-glucoside | Salicylic acid | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
SS | F value | p value | SS | F value | p value | SS | F value | p value | SS | F value | p value | SS | F value | p value | |
Model | 1483.73 | 26.08 | < 0.001 | 15,707.77 | 10.82 | < 0.001 | 291.28 | 15.63 | < 0.001 | 4200.73 | 13.21 | < 0.001 | 51,447.20 | 16.01 | < 0.001 |
X1 | 6.36 | 1.56 | 0.235 | 4789.13 | 46.18 | < 0.001 | 53.57 | 40.24 | < 0.001 | 418.11 | 18.41 | 0.001 | 15,631.96 | 68.10 | < 0.001 |
X2 | 126.54 | 31.14 | < 0.001 | 308.79 | 2.98 | 0.110 | 0.81 | 0.61 | 0.451 | 685.27 | 30.18 | < 0.001 | 694.25 | 3.02 | 0.108 |
X3 | 1.59 | 0.39 | 0.543 | 172.48 | 1.66 | 0.221 | 168.73 | 126.73 | < 0.001 | 597.58 | 26.32 | < 0.001 | 4082.48 | 17.79 | 0.001 |
X4 | 0.00 | 0.00 | 0.997 | 1330.60 | 12.83 | 0.004 | 4.32 | 3.25 | 0.097 | 0.33 | 0.01 | 0.906 | 4058.24 | 17.68 | 0.001 |
X1 X2 | 577.98 | 142.21 | < 0.001 | 159.79 | 1.54 | 0.238 | 0.63 | 0.47 | 0.506 | 0.01 | 0.00 | 0.983 | 1153.71 | 5.03 | 0.045 |
X1 X3 | 20.81 | 5.12 | 0.043 | 32.05 | 0.31 | 0.588 | 0.52 | 0.39 | 0.543 | 90.89 | 4.00 | 0.069 | 884.00 | 3.85 | 0.073 |
X1 X4 | 4.14 | 1.02 | 0.333 | 236.70 | 2.28 | 0.157 | 0.96 | 0.72 | 0.414 | 32.87 | 1.45 | 0.252 | 5545.22 | 24.16 | < 0.001 |
X2 X3 | 0.07 | 0.02 | 0.897 | 1699.93 | 16.39 | 0.002 | 5.77 | 4.33 | 0.060 | 24.38 | 1.07 | 0.321 | 2655.40 | 11.57 | 0.005 |
X2 X4 | 176.95 | 43.54 | < 0.001 | 94.82 | 0.91 | 0.358 | 15.87 | 11.92 | 0.005 | 543.65 | 23.94 | < 0.001 | 475.95 | 2.07 | 0.175 |
X3 X4 | 27.81 | 6.84 | 0.023 | 127.87 | 1.23 | 0.289 | 5.99 | 4.50 | 0.055 | 10.70 | 0.47 | 0.505 | 65.14 | 0.28 | 0.604 |
X1 X1 | 31.46 | 7.74 | 0.017 | 3516.53 | 33.91 | < 0.001 | 11.10 | 8.34 | 0.014 | 224.18 | 9.87 | 0.009 | 6141.58 | 26.76 | < 0.001 |
X2 X2 | 454.22 | 111.76 | < 0.001 | 6.57 | 0.06 | 0.806 | 11.36 | 8.53 | 0.013 | 395.36 | 17.41 | 0.001 | 711.88 | 3.10 | 0.104 |
X3 X3 | 8.24 | 2.03 | 0.180 | 3832.50 | 36.96 | < 0.001 | 1.28 | 0.96 | 0.346 | 518.23 | 22.82 | < 0.001 | 2011.15 | 8.76 | 0.012 |
X4 X4 | 183.35 | 45.11 | < 0.001 | 215.82 | 2.08 | 0.175 | 0.01 | 0.00 | 0.952 | 2.79 | 0.12 | 0.732 | 3063.55 | 13.35 | 0.003 |
Residual | 48.77 | 1244.39 | 15.98 | 272.50 | 2754.35 | ||||||||||
Lack of fit | 47.06 | 5.50 | 0.164 | 964.92 | 0.69 | 0.720 | 13.82 | 1.28 | 0.515 | 223.15 | 0.90 | 0.632 | 2578.37 | 2.93 | 0.281 |
Pure error | 1.71 | 279.46 | 2.15 | 49.35 | 175.98 | ||||||||||
Cor total | 1532.50 | 16,952.16 | 307.26 | 4473.23 | 54,201.55 | ||||||||||
R2 | 0.968 | 0.927 | 0.948 | 0.939 | 0.949 | ||||||||||
Adj R2 | 0.931 | 0.841 | 0.887 | 0.868 | 0.890 | ||||||||||
Pred R2 | 0.820 | 0.642 | 0.738 | 0.683 | 0.715 | ||||||||||
Adeq precision | 17.75 | 11.41 | 15.12 | 16.39 | 16.89 | ||||||||||
C.V. % | 2.99 | 3.94 | 5.28 | 6.18 | 4.55 |
2.10 In vitro bioaccessibility
2.11 Statistical analyses
3 Results and discussion
3.1 Efficiency of CHAC in comparison to conventional solvents
3.1.1 Total phenolic compounds and antioxidant potential
Solvents | Phenolic content | Antioxidant capacity | ||
---|---|---|---|---|
Total phenolic content (mg GAE/g) | Total flavonoid content (mg ECE/g) | DPPH (mmol TE/g) | FRAP (mmol ISE/g) | |
CHAC | 82.06 ± 1.97a | 1.26 ± 0.01b | 80.67 ± 3.94a | 228.27 ± 5.14a |
Water | 11.80 ± 0.01b | 1.84 ± 0.20a | 11.80 ± 0.01b | 132.91 ± 1.02d |
Ethanol | 5.93 ± 0.32c | 0.72 ± 0.01c | 5.75 ± 0.65c | 173.68 ± 1.03b |
Methanol | 6.21 ± 0.01c | 0.74 ± 0.03c | 6.21 ± 0.01c | 144.56 ± 1.03c |
3.1.2 Individual phenolic compounds
Phenolic compounds | Retention time (min) | Solvents | |||
---|---|---|---|---|---|
CHAC | Water | Methanol | Ethanol | ||
Gallic acid | 4.72 | 311.25 ± 1.61a | 154.71 ± 0.72b | 42.62 ± 0.80c | 21.07 ± 0.91d |
Chlorogenic acid | 17.08 | 40.52 ± 0.56a | 31.10 ± 1.25b | 28.2 ± 0.43c | 20.98 ± 0.04d |
Vanillic acid | 19.41 | 81.49 ± 0.72a | 26.51 ± 0.58b | 25.69 ± 0.14b | 24.96 ± 0.70b |
Epicatechin | 21.87 | 373.12 ± 7.07a | 117.90 ± 1.41b | 75.02 ± 0.63c | 60.44 ± 0.70d |
Syringic acid | 24.08 | 21.73 ± 0.69b | 50.68 ± 0.60a | 10.77 ± 0.18c | 9.27 ± 0.25d |
Quercetin-3-glucoside | 40.73 | 119.95 ± 0.35a | 15.59 ± 0.68c | 41.43 ± 0.73b | 16.10 ± 0.28c |
Salicylic acid | 42.59 | 337.43 ± 3.28a | 361.43 ± 1.88a | 129.13 ± 1.45c | 64.98 ± 1.23b |
3.2 Optimizing the extraction process with RSM
3.2.1 Multi-response of RSM
3.3 In vitro bioaccessibility of bitter melon phenolics
Phenolic compounds | Bioaccessibility (%) |
---|---|
Gallic acid | 22.10 ± 0.62e |
Chlorogenic acid | 80.50 ± 5.23c |
Vanillic acid | 105.00 ± 2.52a |
Epicatechin | 16.95 ± 0.06e |
Syringic acid | 55.46 ± 0.26d |
Quercetin-3-glucoside | 4.35 ± 0.51f |
Salicylic acid | 97.11 ± 2.71b |