Green Extraction Combined with Chemometric Approach: Profiling Phytochemicals and Antioxidant Properties of Ten Species of the Lamiaceae Family
Abstract
:1. Introduction
2. Materials and Methods
2.1. Materials
2.2. Plant Preparation
2.3. Analysis of Total Phenolic Content
2.4. Total Flavonoid Content Estimation
2.5. DPPH Activity
2.6. Cupric Reducing Antioxidant Capacity (CUPRAC) Assay
2.7. Ferric Reducing Antioxidant Power (FRAP) Assay
2.8. ABTS Assay
2.9. High-Performance Liquid Chromatography (HPLC)
2.10. Chemometric Analysis
3. Results
3.1. Extraction Yield, Total Phenolic Content, and Flavonoid Content
3.2. DPPH and ABTS Test
3.3. FRAP and CUPRAC Assay
3.4. HPLC
4. Discussion
4.1. Extraction Yield
4.2. Total Phenolic Content
4.3. Flavonoid Content
4.4. DPPH and ABTS Test
4.5. FRAP and CUPRAC Assay
4.6. PCA
4.7. HPLC
5. Conclusions
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
Abbreviations
TPC | Total phenolic content |
FLV | Total flavonoid content |
GAE | Gallic acid equivalent |
QE | Quercetin equivalent |
DPPH | 2,2-Diphenyl-1-picrylhydrazyl |
ABTS | 2,2′-Azino-bis(3-ethylbenzothiazoline-6-sulfonic acid) |
FRAP | Ferric reducing antioxidant power |
CUPRAC | Cupric ion reducing antioxidant capacity |
HPLC | High-performance liquid chromatography |
PCA | Principal component analysis |
MAE | Microwave-assisted extraction |
GA | Gallic acid |
ChlA | Chlorogenic acid |
pHBA | Para hydroxy benzoic acid |
CafA | Caffeic acid |
Epi | Epicatechin |
VA | Vanillic acid |
ComA | Para coumaric acid |
FA | Ferulic acid |
RA | Rosmarinic acid |
Qu | Quercetin |
CinA | Cinnamic acid |
Nar | Naringenin |
Appendix A
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Yield (mg/g CD) | TPC (mg eq GA/g DE) | FLV (mg QE/g DE) | ||||
---|---|---|---|---|---|---|
Infusion | Microwave | Infusion | Microwave | Infusion | Microwave | |
basil | 90.73(2.32) | 130.22(4.17) | 39.58(0.15) | 40.26(1.51) | 4.01(0.06) | 4.46(0.09) |
wild thyme | 92.81(3.5) | 97.61(2.8) | 25.30(0.61) | 37.85(2.10) | 5.13(0.07) | 7.46(0.12) |
savory | 82.75(1.47) | 106.47(6.45) | 59.36(0.09) | 69.85(0.34) | 9.90(0.14) | 11.23(0.08) |
oregano | 116.88(5.18) | 163.35(5.19) | 36.08(1.17) | 48.64(0.27) | 7.37(0.04) | 7.71(0.07) |
sage | 115.00(4.57) | 150.85(6.13) | 53.97(0.36) | 64.46(0.05) | 5.00(0.02) | 6.72(0.09) |
garden thyme | 111.89(7.24) | 124.63(4.89) | 37.51(0.85) | 60.42(0.29) | 6.56(0.12) | 8.80(0.06) |
mint | 196.83(5.28) | 250.75(8.16) | 40.01(0.56) | 48.24(1.69) | 8.18(0.11) | 8.97(0.12) |
lavender | 121.12(3.25) | 162.03(4.16) | 33.05(0.55) | 47.63(0.11) | 3.14(0.04) | 5.27(0.14) |
rosemary | 30.94(1.02) | 33.70(1.08) | 43.80(0.73) | 46.54(0.14) | 7.06(0.06) | 10.45(0.05) |
lemon balm | 217.43(8.65) | 226.55(6.94) | 51.24(0.61) | 53.02(0.50) | 2.62(0.02) | 4.21(0.07) |
DPPH (µg/mL) | ABTS (µg/mL) | |||
---|---|---|---|---|
Infusion | Microwave | Infusion | Microwave | |
basil | 7.71(0.24) | 7.23(0.18) | 8.55(0.41) | 8.39(0.61) |
wild thyme | 4.68(0.11) | 3.96(0.18) | 4.44(0.23) | 4.20(0.32) |
savory | 3.73(0.13) | 2.63(0.11) | 6.12(0.38) | 4.84(0.34) |
oregano | 7.73(0.49) | 4.88(0.25) | 2.89(0.18) | 1.89(0.09) |
sage | 5.07(0.14) | 4.53(0.21) | 5.14(0.41) | 3.35(0.22) |
garden thyme | 8.03(0.17) | 7.67(0.26) | 5.33(0.47) | 4.16(0.32) |
mint | 4.35(0.23) | 3.81(0.21) | 6.64(0.52) | 4.88(0.34) |
lavender | 7.22(0.13) | 5.88(0.37) | 6.89(0.53) | 5.00(0.43) |
rosemary | 7.10(0.15) | 6.84(0.32) | 5.84(0.39) | 4.34(0.38) |
lemon balm | 6.01(0.24) | 5.70(0.28) | 3.32(0.27) | 1.34(0.11) |
FRAP mmolFe/g DE | CUPRAC µg TE/mg DE | |||
---|---|---|---|---|
Infusion | Microwave | Infusion | Microwave | |
basil | 1.27(0.03) | 1.88(0.06) | 351.93(11.85) | 333.37(5.90) |
wild thyme | 3.50(0.01) | 4.11(0.04) | 550.05(43.82) | 780.92(47.07) |
savory | 2.64(0.03) | 3.08(0.11) | 554.42(15.62) | 559.33(41.13) |
oregano | 5.46(0.03) | 11.51(0.09) | 956.12(28.84) | 1110.58(43.52) |
sage | 4.08(0.13) | 3.84(0.13) | 901.54(54.87) | 615.00(42.95) |
garden thyme | 4.50(0.09) | 3.18(0.09) | 779.83(47.47) | 587.71(43.98) |
mint | 2.03(0.01) | 3.32(0.07) | 521.12(15.9) | 679.95(21.37) |
lavender | 2.18(0.07) | 3.46(0.20) | 554.42(29.61) | 597.53(7.38) |
rosemary | 2.87(0.07) | 4.34(0.08) | 608.45(48.38) | 786.92(7.14) |
lemon balm | 6.60(0.26) | 14.60(0.12) | 1129.68(44.46) | 1284.69(38.37) |
Infusion (mg/100 g CD) | GA | ChlA | pHBA | CafA | CimA | VA | ComA | FA | RA | Qu | Epi | Nar |
basil | 23.4(0.3) a | 7.5(0.5) a | n.d. | n.d. | 1.1(0.1) a | 17.9(0.5) e | n.d. | 25.6(1.8) a | 1.1(0.1) a | 45.0(2.1) a | n.d. | 30.3(2.1) a |
wild thyme | 25.0(0.5) b | n.d. | n.d. | n.d. | n.d. | n.d. | 2.9(0.1) a | n.d. | n.d. | n.d. | n.d. | n.d. |
savory | 30.3(1.9) d | 11.6(0.3) c | 5.0(0.1) a | n.d. | n.d. | n.d. | 7.1(0.7) b | 25.2(1.6) a | n.d. | 12.5(0.3) b | n.d. | 29.6(1.1) b,c |
oregano | 29.4(1.5) c | 8.2(0.5) a | 1.4(0.1) b | n.d. | n.d. | n.d. | 2.8(0.2) a | 24.8(1.3) a | n.d. | 15.8(0.3) c | n.d. | 29.2(1.0) c |
sage | 26.2(1.2) b | 14.5(0.4) d | 6.9(0.4) d | 39.8(1.5) a | 0.14(0.0) b | 4.5(0.2) b | 36.3(0.6) f | 32.3(2.5) c | 19.8(0.6) c | 31.1(1.6) d | 30.5(1.5) a | 30.6(1.3) a |
garden thyme | 25.8(1.2) b | n.d. | n.d. | n.d. | n.d. | n.d. | 2.6(0.2) a | n.d. | n.d. | 11.7(0.4) e | n.d. | n.d. |
mint | 23.8(0.9) a | 10.0(0.8) b | 1.0(0.1) b | n.d. | n.d. | 1.6(0.1) a | 34.3(0.7) e | 59.4(2.5) e | 29.3(1.4) d | 18.5(0.9) f | 25.6(1.8) b | 29.3(0.8) a,b,c |
lavender | 32.2(2.2) e | 28.9(0.4) f | 64.8(0.3) e | 50.9(0.3) c | n.d. | 12.4(0.5) c | 22.3(0.5) d | 30.2(2.6) b | 9.5(0.4) b | 13.8(0.8) g | 48.3(1.4) c | n.d. |
rosemary | 27.7(1.5) c | n.d. | n.d. | 39.4(0.3) a | n.d. | n.d. | 13.5(0.8) c | n.d. | n.d. | n.d. | n.d. | n.d. |
lemon balm | 38.0(2.3) f | 18.4(0.4) e | 4.8(0.3) c | 42.9(0.2) b | n.d. | 14.1(0.6) d | 125.3(6.1) g | 51.1(3.6) d | 38.8(0.3) e | 33.9(2.1) h | 26.4(1.2) d | 29.9(0.9) a,b |
Microwave (mg/100 g CD) | GA | ChlA | pHBA | CafA | CimA | VA | ComA | FA | RA | Qu | Epi | Nar |
basil | 24.6(1.1) a | 11.0(0.8) a | 1.8(0.1) a,b | 39.4(2.7) a,b | n.d. | 0.1(0.0) a | 21.9(0.9) a | 28.7(0.7) a | 0.5(0.0) a | 12.2(0.4) a | n.d. | n.d. |
wild thyme | 27.3(1.2) c,d | 15.5(0.7) b | 0.5(0.0) a | 38.7(2.4) a,b | 2.3(0.1) a | 8.9(0.2) b | 75.9(0.4) b | 28.6(1.8) a | 18.6(0.4) e | 23.0(1.8) d | 27.7(1.1) a | 30.1(1.7) b |
savory | 26.8(1.3) b,c | 40.1(2.1) c | 4.5(0.3) a,b,c | 42.5(3.1) c | n.d. | 2.4(0.1) c | 40.2(2.3) c | 33.5(1.7) b | 10.4(0.8) b | 18.7(1.2) c | 26.0(1.3) b | 29.6(1.8) a |
oregano | 30.1(2.0) e | 8.8(0.2) d | n.d. | n.d. | 0.3(0.0) b | n.d. | 8.3(0.4) d | 25.6(0.9) c | n.d. | 22.7(1.7) d | n.d. | 30.1(2.2) b |
sage | 25.2(1.6) a,b | 13.9(0.8) e | 7.9(0.3) c | 38.9(2.6) b | n.d. | 10.2(0.7) d | 86.8(2.6) e | 35.7(1.6) d | 15.6(0.7) c | 26.7(1.5) e | 37.0(2.1) c | 30.8(2.3) b |
garden thyme | 28.5(0.9) d | 10.6(0.5) a | n.d. | 37.8(2.4) a | n.d. | 22.1(1.1) e | 80.4(3.1) f | 33.9(1.1) b | 16.8(0.8) c,d | 31.3(1.8) g | 29.0(1.4) d | 32.8(2.1) c,d |
mint | 25.4(0.8) a,b | 24.5(1.4) f | 6.5(0.4) b,c | 41.4(2.1) c | n.d. | 19.1(0.9) f | 94.8(1.8) g | 129.8(5.8) f | 83.5(2.4) f | 29.4(1.7) f | 33.2(1.6) e | 31.6(1.7) b,c |
lavender | 42.5(1.9) f | 19.2(1.2) g | 105.6(5.4) d | 38.6(2.8) a,b | 1.9(0.1) c | 17.2(1.0) f | 56.6(1.2) h | 39.8(2.1) e | 17.2(0.7) d,e | 39.7(2.1) h | 70.9(3.4) f | 33.7(1.8) d |
rosemary | 28.4(1.0) d | n.d. | n.d. | n.d. | n.d. | n.d. | 9.2(0.2) d | n.d. | n.d. | 15.6(0.9) b | n.d. | 29.5(1.3) a |
lemon balm | 30.7(2.1) e | 26.6(1.7) h | 7.3(0.5) c | 39.2(2.2) a,b | n.d. | 4.8(0.3) g | 69.0(1.4) i | 28.6(0.7) a | 18.5(0.9) e | 13.5(1.1) a | 25.1(1.4) g | n.d. |
GA | ChlA | pHBA | CafA | CinA | VA | ComA | FA | RA | Qu | Epi | Nar | |
---|---|---|---|---|---|---|---|---|---|---|---|---|
GA | 1 | 0.289 | 0.710 ** | 0.290 | 0.280 | 0.296 | 0.326 | 0.034 | 0.073 | 0.281 | 0.529 * | 0.161 |
ChlA | 0.289 | 1 | 0.259 | 0.411 | 0.004 | 0.189 | 0.315 | 0.423 | 0.294 | 0.266 | 0.431 | 0.223 |
pHBA | 0.710 ** | 0.259 | 1 | 0.363 | 0.414 | 0.392 | 0.104 | 0.108 | 0.067 | 0.284 | 0.759 ** | 0.006 |
CafA | 0.290 | 0.411 | 0.363 | 1 | 0.130 | 0.469 * | 0.671 ** | 0.352 | 0.430 | 0.193 | 0.667 ** | −0.086 |
Epi | 0.529 * | 0.431 | 0.759 ** | 0.667 ** | 0.376 | 0.630 ** | 0.620 ** | 0.471 * | 0.500 * | 0.491 * | 1 | 0.270 |
VA | 0.296 | 0.189 | 0.392 | 0.469 * | 0.365 | 1 | 0.630 ** | 0.547 * | 0.557 * | 0.763 ** | 0.630 ** | 0.388 |
ComA | 0.326 | 0.315 | 0.104 | 0.671 ** | 0.151 | 0.630 ** | 1 | 0.611 ** | 0.738 ** | 0.469 * | 0.620 ** | 0.340 |
FA | 0.034 | 0.423 | 0.108 | 0.352 | 0.004 | 0.547 * | 0.611 ** | 1 | 0.930 ** | 0.469 * | 0.471 * | 0.424 |
RA | 0.073 | 0.294 | 0.067 | 0.430 | 0.014 | 0.557 * | 0.738 ** | 0.930 ** | 1 | 0.402 | 0.500 * | 0.332 |
Qu | 0.281 | 0.266 | 0.284 | 0.193 | 0.449 * | 0.763 ** | 0.469 * | 0.469 * | 0.402 | 1 | 0.491 * | 0.719 ** |
CinA | 0.280 | 0.004 | 0.414 | 0.130 | 1 | 0.365 | 0.151 | 0.004 | 0.014 | 0.449 * | 0.376 | 0.296 |
Nar | 0.161 | 0.223 | 0.006 | −0.086 | 0.296 | 0.388 | 0.340 | 0.424 | 0.332 | 0.719 ** | 0.270 | 1 |
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Teofilović, B.; Gligorić, E.; Ninić, M.; Vukmirović, S.; Gagić, Ž.; Mandić-Kovačević, N.; Tubić, B.; Đukanović, Đ.; Grujić-Letić, N. Green Extraction Combined with Chemometric Approach: Profiling Phytochemicals and Antioxidant Properties of Ten Species of the Lamiaceae Family. Separations 2025, 12, 155. https://doi.org/10.3390/separations12060155
Teofilović B, Gligorić E, Ninić M, Vukmirović S, Gagić Ž, Mandić-Kovačević N, Tubić B, Đukanović Đ, Grujić-Letić N. Green Extraction Combined with Chemometric Approach: Profiling Phytochemicals and Antioxidant Properties of Ten Species of the Lamiaceae Family. Separations. 2025; 12(6):155. https://doi.org/10.3390/separations12060155
Chicago/Turabian StyleTeofilović, Branislava, Emilia Gligorić, Martina Ninić, Saša Vukmirović, Žarko Gagić, Nebojša Mandić-Kovačević, Biljana Tubić, Đorđe Đukanović, and Nevena Grujić-Letić. 2025. "Green Extraction Combined with Chemometric Approach: Profiling Phytochemicals and Antioxidant Properties of Ten Species of the Lamiaceae Family" Separations 12, no. 6: 155. https://doi.org/10.3390/separations12060155
APA StyleTeofilović, B., Gligorić, E., Ninić, M., Vukmirović, S., Gagić, Ž., Mandić-Kovačević, N., Tubić, B., Đukanović, Đ., & Grujić-Letić, N. (2025). Green Extraction Combined with Chemometric Approach: Profiling Phytochemicals and Antioxidant Properties of Ten Species of the Lamiaceae Family. Separations, 12(6), 155. https://doi.org/10.3390/separations12060155