Submitted:
13 March 2025
Posted:
14 March 2025
You are already at the latest version
Abstract

Keywords:
1. Introduction
2. Materials and Methods
2.1. Materials
2.1.1. Chemicals
2.1.2. Horticulture Residue
2.2. Methodology
2.2.1. Preparation of Natural Deep Eutectic Solvents (NADESs)
2.2.2. Characterization of NADESs
2.2.2.1. Density
2.2.2.2. Water Activity
2.2.2.3. Viscosity
2.2.2.4. pH
2.2.2.5. Spectroscopic Technique
2.3. Application of NADESs for Bioactive Molecule Extraction
2.3.1. Experimental Design
2.3.2. Optimization
2.4. Extraction Procedure
2.5. Antioxidant Power
2.5.1. Total Phenolic Content (TPC)
2.5.2. Total Flavonoid Content (TFC)
2.6. Antiradical scavenging activities
2.6.1. Ferric Reducing Antioxidant Power (FRAP)
2.6.2. Cupric Ion Reducing Antioxidant Capacity (CUPRAC) Assay
2.7. Statistical Analysis
3. Results
3.1. Synthesis of NADESs
3.2. Characterization of NADESs
3.2.1. Physical Properties
3.2.2. Molecular Properties
3.3. Application of NADESs for Extraction
3.3.1. Extraction Yields
3.3.2. Effects of Extraction Conditions on Antioxidant Yield
3.3.2.1. Effects of Extraction Conditions on TPC
3.3.2.2. Effects of Extraction Conditions of TFC
3.3.3. Effects of Extraction Conditions on Antiradical Scavenging Activity
3.3.3.1. Effects of Extraction Conditions on FRAP
3.3.3.2. Effects of Extraction Conditions on CUPRAC
3.4. Rotatable Central Composite Response Surface Methodology (RCCRSM)
3.5. Optimization of the Extraction Conditions and Validation of the Models
4. Discussions
4.1. Synthesis of NADESs
4.2. Characterization of NADES
4.2.1. Physical Properties of NADESs
4.2.1.1. Density
4.2.1.2. Water Activity
4.2.1.3. Viscosity
4.2.1.4. pH
4.3. Molecular Properties
4.4. Application of NADESs for Extraction
4.4.1. Extraction Yields
4.4.2. Effects of Extraction Conditions on Antioxidants
4.4.3. Efficiency of NADESs as Solvent for Polyphenol Extraction
4.5. Effects of Extraction Conditions Antiradical Scavenging Activity
5. Conclusions
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| NADESs | Natural Deep Eutectic Solvents |
| ANP | African nutmeg peels |
| UAE | Ultrasound assisted extraction |
| UAS | Ultrasound assisted synthesis |
| UT | Ultrasound (extraction) temperature |
| ET | Extraction time |
| SV | Solvent (NADES) volume |
| SC | Solvent (NADES) concentration |
| CUPRAC | Cupric Ion Reducing Antioxidant Capacity |
| FRAP | Ferric Reducing Antioxidant Power |
| DPPH | 2,2-Diphenyl-2-picrylhydrazyl |
| ARA | Antiradical activity |
| TPC | Total phenolic contents |
| TFC | Total flavonoid content |
| ChCl-LA | Choline chloride-lactic acid |
| HBA | Hydrogen bond acceptor |
| HBD | Hydrogen bond donor |
| MFAT | Many factors at a time |
| RCCRSM | Rotatable central composite response surface methodology |
| CHCL | Choline chloride |
| FTIR | Fourier transform infrared spectroscopy |
| LSD | Least significant difference |
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| Run | A | B | C | Temperature (°C) | Time (h) | HBA:HBD ratio |
| 1 | 2 | 3 | 1 | 70 | 2.0 | 1:1 |
| 2 | 2 | 1 | 2 | 70 | 1.0 | 1:2 |
| 3 | 2 | 2 | 3 | 70 | 1.5 | 2:1 |
| 4 | 2 | 3 | 2 | 70 | 2.0 | 1:2 |
| 5 | 1 | 1 | 1 | 50 | 1.0 | 1:1 |
| 6 | 3 | 2 | 2 | 90 | 1.5 | 1:2 |
| 7 | 1 | 1 | 2 | 50 | 1.0 | 1:2 |
| 8 | 3 | 3 | 3 | 90 | 2.0 | 2:1 |
| 9 | 1 | 2 | 3 | 50 | 1.5 | 2:1 |
| 10 | 1 | 3 | 2 | 50 | 2.0 | 1:2 |
| 11 | 2 | 2 | 2 | 70 | 1.5 | 1:2 |
| 12 | 3 | 1 | 2 | 90 | 1.0 | 1:2 |
| 13 | 1 | 1 | 3 | 50 | 1.0 | 2:1 |
| 14 | 2 | 3 | 3 | 70 | 2.0 | 2:1 |
| 15 | 3 | 3 | 1 | 90 | 2.0 | 1:1 |
| 16 | 1 | 3 | 3 | 50 | 2.0 | 2:1 |
| 17 | 1 | 3 | 1 | 50 | 2.0 | 1:1 |
| 18 | 3 | 1 | 1 | 90 | 1.0 | 1:1 |
| 19 | 3 | 1 | 3 | 90 | 1.0 | 2:1 |
| 20 | 3 | 3 | 2 | 90 | 2.0 | 1:2 |
| 21 | 2 | 2 | 1 | 70 | 1.5 | 1:1 |
| 22 | 1 | 2 | 1 | 50 | 1.5 | 1:1 |
| 23 | 2 | 1 | 1 | 70 | 1.0 | 1:1 |
| 24 | 3 | 2 | 1 | 90 | 1.5 | 1:1 |
| 25 | 2 | 1 | 3 | 70 | 1.0 | 2.1 |
| 26 | 1 | 2 | 2 | 50 | 1.5 | 1:2 |
| 27 | 3 | 2 | 3 | 90 | 1.5 | 2:1 |
| Model ID | (A)Temperature (°C) | (B)Time (min) | (C)Volume (ml) | (D)Concentration (%) |
| (1) | - (40) | - (10) | - (10) | - (60) |
| c | - (40) | - (10) | + (20) | - (60) |
| ab | + (60) | + (20) | - (10) | - (60) |
| ac | +(60) | -(10) | +(20) | -(60) |
| ad | + (60) | - (10) | - (10) | + (80) |
| bc | -(40) | + (20) | + (20) | -(60) |
| cd | - (40) | - (10) | + (20) | + (80) |
| abcd | + (60) | + (20) | + (20) | + (80) |
| Ç | 0 (50) | 0 (15) | 0 (15) | 0 (70) |
| Ç | 0 (50) | 0 (15) | 0 (150 | 0 (70) |
| Variables | Coded levels | ||||
| -α | -1 | 0 | +1 | +α | |
| Experimental Actual Values | |||||
| Ultrasound temperature (UT) (°C) | 30 | 40 | 50 | 60 | 70 |
| Extraction time (ET) (min) | 5 | 10 | 15 | 20 | 25 |
| Solvent volume (SV) (ml) | 5 | 10 | 15 | 20 | 25 |
| Solvent concentration (SC) (%) | 50 | 60 | 70 | 80 | 90 |
| S/No | Code | HBA | HBD |
HBA: HBD ratio |
Synthesis temperature (°C) |
Synthesis time (min) |
Physical Appearance |
| 1 | CaSu11 | Citric acid | Sucrose | 1:1 | 70 | 60 | Orange- yellow |
| 2 | CaFr11 | Citric acid | Fructose | 1:1 | 70 | 60 | Faintly- yellow |
| 3 | CaFr12 | Citric acid | Fructose | 1:2 | 70 | 60 | Yellow |
| 4 | CaFr21 | Citric acid | Fructose | 2:1 | 70 | 60 | Yellow |
| 5 | CaXy11 | Citric acid | Xylitol | 1:1 | 70 | 60 | Colourless |
| 6 | CaXy12 | Citric acid | Xylitol | 1:2 | 70 | 60 | Colourless |
| 7 | CaXy21 | Citric acid | Xylitol | 2:1 | 70 | 60 | Colourless |
| 8 | CaGr11 | Citric acid | Glycerol | 1:1 | 70 | 60 | Colourless |
| 9 | CaGr12 | Citric acid | Glycerol | 1:2 | 70 | 60 | Colourless |
| 10 | CaG21 | Citric acid | Glycerol | 2:1 | 70 | 60 | Colourless |
| 11 | CaGc11 | Citric acid | Glycine | 1:1 | 70 | 60 | Colourless |
| 12 | CaGc21 | Citric acid | Glycine | 2:1 | 70 | 60 | Colourless |
| 13 | CaGl11 | Citric acid | Glucose | 1:1 | 70 | 60 | Yellow |
| 14 | CaGl21 | Citric acid | Glucose | 2:1 | 70 | 60 | yellow |
| NADESs | HBA | HBD | Ratio | pH | Water activity | Viscosity (pa. s) | Density (g/cm3) |
| CaSu11 | Citric acid | sucrose | 1:1 | 1.92±0.00C | 0.73±0.010F | 0.3545±0.0003A | 1.3768±0.0002A |
| CaFr11 | Citric acid | fructose | 1:1 | 1.75±0.01H | 0.77±0.006DE | 0.0805±0.0001F | 1.3293±0.0003B |
| CaFr12 | Citric acid | fructose | 1:2 | 1.90±0.01C | 0.76±0.010E | 0.1797±0.0002B | 1.3768±0.0008A |
| CaFr21 | Citric acid | fructose | 2:1 | 1.84±0.00EF | 0.72±0.010FG | 0.1221±0.0001D | 1.3770±0.0000A |
| CaXy11 | Citric acid | xylitol | 1:1 | 1.85±0.05E | 0.78±0.010CD | 0.0269±0.0001J | 1.2818±0.0004C |
| CaXy12 | Citric acid | xylitol | 1:2 | 1.90±0.03C | 0.76±0.010E | 0.0806±0.0002F | 1.2818±0.0008C |
| CaXy21 | Citric acid | xylitol | 2:1 | 1.89±0.03CD | 0.72±0.006FG | 0.0871±0.0001E | 1.3293±0.0002B |
| CaGr11 | Citric acid | glycerol | 1:1 | 1.68±0.02I | 0.79±0.000C | 0.0131±0.0001M | 1.2344±0.0004D |
| CaGr12 | Citric acid | glycerol | 1:2 | 1.86±0.02DE | 0.77±0.010DE | 0.0191±0.0020L | 1.2344±0.0006D |
| CaGr21 | Citric acid | glycerol | 2:1 | 1.78±0.01GH | 0.77±0.010DE | 0.0525±0.0005H | 1.3293±0.0003B |
| CaGc11 | Citric acid | glycine | 1:1 | 2.61±0.04A | 0.83±0.010A | 0.0204±0.0000K | 1.3293±0.0004B |
| CaGc21 | Citric acid | glycine | 2:1 | 2.39±0.01B | 0.81±0.000B | 0.0760±0.0020G | 1.3293±0.0004B |
| CaGl11 | Citric acid | glucose | 1:1 | 1.81±0.01FG | 0.77±0.010DE | 0.0438±0.0001I | 1.2818±0.0004C |
| CaGl21 | Citric acid | glucose | 2:1 | 1.71±0.01I | 0.71±0.010G | 0.1313±0.0002C | 1.3293±0.0003B |
|
NADESs |
PEAKS | |||||||||
| 1(OH) | 2(CH) | 3(RCOOR) | 4(C=C) | 5(=CH2) | 6 | 7 | 8 | 9(C-O) | 10(C=C; =CH2) | |
| CaSu11 | 3306 | 2936 | 1713 | 1639 | 1400 | 1333 | 1209 | 1101 | 1028 | 897 |
| CaFr11 | 3327 | 2941 | 1715 | 1655 | 1638 | 1398 | 1339 | 1217 | 1140 | 1101 |
| CaFr12 | 3288 | 2941 | 1717 | 1655 | 1647 | 1639 | 1398 | 1341 | 1217 | 1144 |
| CaFr21 | 3375 | 2943 | 1711 | 1638 | 1398 | 1319 | 1206 | 1130 | 1103 | 1057 |
| CaXy11 | 3321 | 2949 | 1713 | 1638 | 1398 | 1211 | 1126 | 1057 | 1001 | 876 |
| CaXy12 | 3298 | 2943 | 1713 | 1639 | 1398 | 1317 | 1211 | 1125 | 1096 | 1001 |
| CaXy21 | 3385 | 3246 | 2949 | 2565 | 1709 | 1632 | 1396 | 1204 | 1119 | 1043 |
| CaGr11 | 3358 | 2951 | 1713 | 1639 | 1396 | 1319 | 1211 | 1113 | 1042 | 991 |
| CaGr12 | 3287 | 2949 | 1717 | 1639 | 1396 | 1319 | 1209 | 1111 | 1040 | 991 |
| CaGr21 | 3368 | 2955 | 2581 | 1709 | 1638 | 1396 | 1317 | 1119 | 1043 | 989 |
| CaGc11 | 3374 | 3231 | 1711 | 1624 | 1508 | 1406 | 1319 | 1219 | 1125 | 1038 |
| CaGc21 | 3393 | 3208 | 2953 | 2615 | 1709 | 1624 | 1508 | 1398 | 1319 | 1209 |
| CaGl11 | 3321 | 2936 | 1713 | 1638 | 1398 | 1317 | 1213 | 1105 | 1076 | 1028 |
| CaGl21 | 3372 | 3218 | 2941 | 2585 | 1713 | 1636 | 1396 | 1315 | 1206 | 1109 |
| NADESs | Runs | TPC (mgGAE/g) |
TFC (µgQE/g) |
FRAP (µMTE/g) | CUPRAC (µMTE/g) |
| CaSu11 | 30 | 270.6B | 331.3BCD | 2.954BC | 3.147A |
| CaFr11 | 30 | 389.2A | 421.4BC | 5.848A | 4.718A |
| CaFr12 | 30 | 458.0A | 262.7CD | 4.278ABC | 4.341A |
| CaFr21 | 30 | 163.7C | 271.3CD | 4.571AB | 4.359A |
| CaXy11 | 30 | 174.3BC | 172.1D | 4.132ABC | 3.910A |
| CaXy12 | 30 | 136.7C | 249.2CD | 3.225ABC | 3.274A |
| CaXy21 | 30 | 125.3C | 175.0D | 3.696ABC | 3.934A |
| CaGr11 | 30 | 147.8C | 208.7D | 3.246ABC | 4.241A |
| CaGr12 | 30 | 167.6C | 199.0D | 3.552ABC | 4.101A |
| CaGr21 | 30 | 143.4C | 188.7D | 3.123ABC | 4.393A |
| CaGc11 | 30 | 146.93C | 897.3A | 2.236BC | 3.852A |
| CaGc21 | 30 | 123.0C | 482.6B | 1.641C | 3.790A |
| CaGl11 | 30 | 143.3C | 265.3CD | 2.222BC | 3.798A |
| CaGl21 | 30 | 139.0C | 330.1BCD | 2.057BC | 3.626A |
| Run | Exp. ID | Conditionsª | Responseɓ | |||||||
| X1 | X2 | X3 | X4 |
TPC (mgGAE/g) |
TFC (µgQE/g) |
CUPRAC (µMTE/g) |
FRAP (µMTE/g) |
DPPH (% | ||
| 1 | abd | 60 (1) | 20 (1) | 10 (-1) | 80 (1) | 179.09±0.75 | 61.328±0.78 | 3.1702±0.01 | 0.7490±0.01 | 26.7±0.1 |
| 2 | b | 40 (-1) | 20 (1) | 10 (-1) | 60 (-1) | 113.4±2.47 | 116.41±1.56 | 6.2274±0.03 | 0.7387±0.01 | 89.6±0.1 |
| 3 | 0 | 50 (0) | 15 (0) | 15 (0) | 70 (0) | 260.05±0.42 | 339.26±1.17 | 4.8886±0.04 | 1.0656±0.01 | 89.0±0.1 |
| 4 | (1) * | 40 (-1) | 10 (-1) | 10 (-1) | 60 (-1) | 164.05±1.58 | 60.026±1.19 | 3.1864±0.03 | 0.8105±0.016 | 53.6±0.1 |
| 5 | ab | 60 (1) | 20 (1) | 10 (-1) | 60 (-1) | 229.25±0.28 | 75.65±1.97 | 3.1702±0.03 | 1.7003±0.009 | 17.2±0.2 |
| 6 | d | 40 (-1) | 10 (-1) | 10 (-1) | 80 (1) | 168.63±0.98 | 546.61±1.8 | 6.3889±0.03 | 1.539±0.018 | 14.6±0.1 |
| 7 | cd | 40 (-1) | 10 (-1) | 20 (1) | 80 (1) | 635.29±1.96 | 457.03±10.9 | 8.0685±0.06 | 2.7236±0.009 | 18.4±0.1 |
| 8 | bc | 40 (-1) | 20 (1) | 20 (1) | 60 (-1) | 650.33±0.57 | 120.57±1.8 | 6.4212±0.03 | 10.267±0.018 | 10.5±0.4 |
| 9 | abc | 60 (1) | 20 (1) | 20 (1) | 60 (-1) | 221.24±1.13 | 414.32±1.8 | 6.292±0.11 | 1.9903±0.018 | 13.7±0.2 |
| 10 | ad | 60 (1) | 10 (-1) | 10 (-) | 80 (1) | 322.71±0.28 | 284.51±0.9 | 4.196±0.01 | 1.2618±0.009 | 7.33±0.6 |
| 11 | bd | 40 (-1) | 20 (10 | 10 (-) | 80 (1) | 183.5±1.02 | 61.59±1.8 | 3.2187±0.01 | 0.7413±0.009 | 19.2±0.1 |
| 12 | ac | 60 (1) | 10 (-1) | 20 (1) | 60 (-1) | 695.42±2.83 | 123.7±1.8 | 6.2435±0.03 | 1.4774±0.009 | 21.5±0.2 |
| 13 | abcd | 60 (1) | 20 (1) | 20 (1) | 80 (1) | 276.47±0.98 | 122.14±4.51 | 6.4212±0.06 | 1.4364±0.018 | 31.7±0.2 |
| 14 | a | 60 (1) | 10 (-1) | 10 (-) | 60 (-1) | 237.09±1.98 | 59.245±0.45 | 3.0895±0.01 | 0.7439±0.013 | 63.9±0.1 |
| 15 | c | 40 (-1) | 10 (-1) | 20 (1) | 60 (1-) | 379.09±1.13 | 831.77±3.61 | 12.6163±0.1 | 1.5441±0.009 | 1.51±0.1 |
| 16 | acd | 60 (1) | 10 (-1) | 20 (1) | 80 (1) | 406.54±3.01 | 1313.0±3.61 | 12.33±0.01 | 2.9344±0.018 | 24.9±0.1 |
| 17 | bcd | 40 (-1) | 20 (1) | 20 (1) | 80 (1) | 620.92±1.13 | 755.73±7.22 | 12.52±0.01 | 3.0164±0.018 | 74.7±0.1 |
| 18 | cα | 50 (0) | 15 (0) | 25 (α) | 70 (0) | 231.21±1.42 | 345.7±6.77 | 15.4877±0.14 | 3.7449±0.044 | 73.6±0.3 |
| 19 | aα | 70 (α) | 15 (0) | 15 (0) | 70 (0) | 370.74±1.95 | 91.99±4.06 | 4.6827±0.02 | 1.0735±0.007 | 20.6±0.2 |
| 20 | dα | 50 (0) | 15 (0) | 15 (0) | 90 (α) | 148.04±0.85 | 290.23±1.35 | 9.3653±0.04 | 2.3854±0.027 | 22.4±0.4 |
| 21 | bα | 50 (0) | 25 (α) | 15 (0) | 70 (0) | 409.31±3.06 | 347.27±5.41 | 9.3411±0.04 | 2.17±0.013 | 15.5±0.1 |
| 22 | -bα | 50 (0) | 5 (-α) | 15 (0) | 70 (0) | 302.45±2.25 | 311.33±5.41 | 9.2926±0.08 | 2.2623±0.013 | 17.9±0.2 |
| 23 | -aα | 30 (-α) | 15 (0) | 15 (0) | 70 (0) | 100±1.47 | 862.89±5.41 | 9.6318±0.04 | 2.1931±0.013 | 3.15±0.4 |
| 24 | -dα | 50 (0) | 15 (0) | 15 (0) | 50 (-α) | 332.84±1.12 | 130.27±0.68 | 4.8401±0.06 | 1.1273±0.02 | 20.2±0.3 |
| 25 | -cα | 50 (0) | 15 (0) | 5 (-α) | 70 (0) | 147.22±1.5 | 60.286±0.45 | 3.1379±0.01 | 0.521±0.346 | 62.1±0.1 |
| Model compª. | Response | |||||||||
| TPC | TFC | CUPRAC | FRAP | DPPH | ||||||
| F-value | p-value | F-value | p-value | F-value | p-value | F-value | p-value | F-value | P-value | |
| X1 | 0.25 | 0.618 | 10.83 | 0.002 | 18.64 | 0.000 | 16.18 | 0.000 | 0.21 | 0.650 |
| X2 | 1.09 | 0.301 | 9.18 | 0.003 | 3.17 | 0.079 | 6.95 | 0.010 | 10.18 | 0.003 |
| X3 | 63.61 | 0.000 | 30.93 | 0.000 | 148.55 | 0.000 | 65.15 | 0.000 | 3.80 | 0.058 |
| X4 | 0.75 | 0.390 | 11.72 | 0.001 | 13.75 | 0.000 | 2.68 | 0.106 | 0.46 | 0.500 |
| X12 | 0.39 | 0.536 | 3.15 | 0.080 | 3.02 | 0.086 | 1.62 | 0.208 | 62.54 | 0.000 |
| X22 | 11.16 | 0.001 | 0.06 | 0.811 | 21.31 | 0.000 | 6.74 | 0.011 | 54.39 | 0.000 |
| X32 | 0.02 | 0.896 | 1.14 | 0.289 | 21.26 | 0.000 | 5.32 | 0.024 | 3.21 | 0.081 |
| X42 | 0.88 | 0.353 | 0.99 | 0.324 | 2.78 | 0.100 | 8.02 | 0.006 | 47.25 | 0.000 |
| X1X2 | 15.10 | 0.000 | 0.28 | 0.601 | 1.59 | 0.212 | 14.28 | 0.000 | 80.73 | 0.000 |
| X1X3 | 16.61 | 0.000 | 0.05 | 0.825 | 1.46 | 0.231 | 20.22 | 0.000 | 1.50 | 0.227 |
| X1X4 | 3.59 | 0.051 | 0.68 | 0.413 | 2.01 | 0.161 | 6.39 | 0.014 | 1.00 | 0.323 |
| X2X3 | 0.41 | 0.526 | 1.79 | 0.184 | 2.36 | 0.129 | 13.53 | 0.000 | - | - |
| X2X4 | 0.00 | 0.963 | 6.14 | 0.015 | 18.64 | 0.000 | 30.21 | 0.000 | - | - |
| X3X4 | 0.22 | 0.643 | 1.04 | 0.312 | 3.17 | 0.079 | 5.65 | 0.020 | - | - |
| model | 10.24 | 0.000 | 73.67 | 0.000 | 38.4 | 0.000 | 19.934 | 0.000 | 35.512 | 0.000 |
| Lack of fit | 0.62 | 0.843 | 0.028 | 0.963 | 0.270 | 0.801 | 0.24 | 0.968 | 0.71 | 0.812 |
| Pure error | 0.84 | 0.49 | 0.65 | 0.18 | 0.92 | |||||
| Coefficientsª | TPC | TFC | CUPRAC | FRAP | DPPH |
| (I) | -2111 | -930 | 38.1 | 0.5 | -1825 |
| X1 | 52.6 | -66.6 | -0.479 | -0.085 | 28.17 |
| X2 | 17.3 | 129 | -0.144 | 1.051 | 45.73 |
| X3 | 102.6 | 33 | -0.526 | 0.681 | 7.48 |
| X4 | 1.2 | 43.2 | -0.572 | -0.298 | 23.25 |
| X12 | 0.075 | 0.428 | 0.00326 | 0.0014 | -0.181 |
| X22 | 1.603 | 0.231 | 0.03465 | 0.01142 | -0.6751 |
| X32 | - 0.063 | -1.032 | 0.03461 | 0.01073 | -0.1639 |
| X42 | 0.112 | -0.24 | 0.00313 | 0.00312 | -0.1573 |
| X1X2 | -1.221 | -0.332 | -0.00645 | -0.01086 | -0.4851 |
| X1X3 | -1.28 | 0.14 | -0.00627 | -0.01292 | -0.0662 |
| X1X4 | -0.312 | 0.26 | 0.00363 | 0.00363 | -0.0270 |
| X2X3 | -0.4 | -1.69 | -0.0157 | 0.02114 | - |
| X2X4 | - 0.015 | -1.566 | -0.00587 | -0.0158 | - |
| X3X4 | -0.146 | 0.644 | 0.00778 | -0.00683 | - |
| R2 | 0.984 | 0.9999 | 0.918 | 1.00 | 0.9992 |
| R2adj | 0.9779 | 0.9998 | 0.887 | 1.00 | 0.9988 |
| R2Pred | 0.9767 | 0.9997 | 0.882 | 1.00 | 0.9981 |
| Parameters | Predicted optimum Factors to achieve the desirabilitya | Maximum desirability | |||
| UT (ºC) | ET (min) | SV (ml) | SC (%) | ||
| TPC | 45 | 5 | 25 | 90 | 0.993634 |
| TFC | 30 | 5 | 25 | 90 | 0.900334 |
| CUPRAC | 30 | 5 | 25 | 90 | 1.000000 |
| FRAP | 45 | 25 | 25 | 50 | 0.960543 |
| DPPH | 50 | 15 | 15 | 70 | 0.931252 |
| NADESs | TPC (mgGAE/g) | TFC (µgQE/g) | CUPRAC (µMTE/g) | FRAP (µMTE/g) | DPPH (%) | |||||
| Fitted | Experimental | Fitted | Experimental | Fitted | Experimental | Fitted | Experimental | Fitted | Experimental | |
| CaSu11 | 732±128 | 860.02±4.7B | 1061±373 | 1176.0±13F | 23.27±3.1 | 24.76±0.39H | 26.28±3.1 | 26.17±0.17A | 79.18±7.3 | 72.24±0.15J |
| CaFr11 | 1269±332 | 1290.9±5.6A | 2329±427 | 2398.7±23A | 38.03±4.4 | 38.46±0.44A | 26.05±3.3 | 26.15±0.11B | 86.40±11 | 73.55±0.24I |
| CaFr12 | 711±142 | 748.64±12C | 1449±338 | 1446.0±12C | 26.20±2.8 | 26.24±0.31F | 16.75±1.3 | 17.31±0.12G | 89.65±7.4 | 84.19±0.35F |
| CaFr21 | 272.9±56.8 | 281.05±18L | 437.5±84.3 | 442.13±8.7L | 27.71±3.1 | 25.15±0.34G | 18.07±1.3 | 18.45±0.08E | 87.68±6.0 | 84.26±0.36F |
| CaXy11 | 375.±39.7 | 365.20±11K | 607±124 | 618.27±10J | 28.34±2.8 | 24.71±0.49H | 18.12±1.5 | 19.21±0.13D | 81.81±4.2 | 64.78±0.25K |
| CaXy12 | 577.1±41.5 | 588.78±9.4F | 1694±237 | 1777.1±10B | 25.96±3.0 | 28.92±0.53E | 17.11±1.7 | 18.13±0.11F | 94.20±13 | 97.42±0.40A |
| CaXy21 | 294.8±38.9 | 289.76±6.7L | 551±112 | 584.85±19K | 28.58±3.1 | 29.53±0.55D | 15.82±1.4 | 16.19±0.11I | 85.25±6.9 | 64.19±0.33L |
| CaGr11 | 507.7±67.7 | 539.76±16G | 621±168 | 633.85±20I | 31.72±2.7 | 32.29±0.52B | 16.41±1.0 | 17.04±0.09H | 86.43±9.2 | 83.55±0.25G |
| CaGr12 | 748.5±90.5 | 754.63±7.1C | 828±130 | 869.57±12H | 29.92±2.9 | 29.89±0.32CD | 17.07±1.5 | 18.52±0.18E | 90.52±6.2 | 89.71±0.31C |
| CaGr21 | 393.6±56.8 | 396.24±9.7J | 681±220 | 632.60±10I | 31.45±3.0 | 29.92±0.37C | 26.59±3.3 | 26.21±0.12C | 86.42±7.8 | 80.93±0.20H |
| CaGc11 | 498.8±90.5 | 475.22±8.6I | 1330±417 | 1354.4±15D | 22.16±3.2 | 22.78±0.43J | 16.30±1.5 | 17.21±0.22G | 89.70±12 | 86.08±0.15E |
| CaGc21 | 499.3±63.9 | 502.72±7.5H | 1224±251 | 1341.4±8.8E | 24.02±2.9 | 23.89±0.50I | 7.92±1.0 | 7.59±0.14M | 95.98±5.4 | 90.05±0.23B |
| CaGl11 | 626.8±69.7 | 660.13±7.6E | 1224±149 | 1448.6±10C | 25.29±3.2 | 25.40±0.15G | 8.11±1.6 | 8.59±0.13L | 34.98±6.0 | 34.77±0.24M |
| CaGl21 | 649.6±52.0 | 688.45±7.8D | 1003±142 | 1025.4±9.4G | 25.99±3.0 | 25.50±0.52G | 10.64±2.7 | 11.59±0.14K | 89.29±7.2 | 86.49±0.27D |
| Water | - | 144.34±8.0M | - | 589.63±11K | - | 22.81±0.46J | - | 12.07±0.14J | - | 11.69±0.24N |
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