DES/Extraction and Process Optimization of Callistemon citrinus (Curtis) Skeels Essential Oil
Abstract
1. Introduction
2. Results and Discussion
2.1. Single-Factor Analysis
2.2. Plackett–Burman Design (PBD) Experimental Analysis
2.3. Optimization of Essential Oil Yields with Box–Behnken Design
2.4. GC–MS Analysis of Essential Oil Components
2.5. Principal Component Analysis
2.6. Microscopic Change Analysis
2.6.1. Electron Scanning Microscopy (SEM) Analysis
2.6.2. Fourier Transform Infrared Spectroscopy Analysis
3. Materials and Methods
3.1. Materials and Reagents
3.2. Instruments and Equipment
3.3. Optimization of the Experimental Process
3.4. The Characterization of the Samples
3.4.1. GC–MS Characterization of Essential Oil Components
3.4.2. Micromorphology of Extracts
3.4.3. Fourier Transform Infrared Spectroscopy Analyzes the Chemical Structure of Extracted Samples
4. Conclusions
Supplementary Materials
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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| Run | PBD Experiments a | ANOVA | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| PH | Ion Type | Ion Mass (g) | Ultrasonic Time (min) | Ultrasonic Power (W) | Heating Power (W) | Heating Time (min) | (mL/kgDW) | Source | Sum of Squares b | Df c | Mean Square d | F-Value e | p-Value f | |
| 1 | 2 | 1.0 | 60 | 75 | 140 | 10 | 0.10 | Model | 0.2115 | 7 | 0.0302 | 6.3000 | 0.0472 * | |
| 2 | 2 | NaCl | 1.0 | 10 | 600 | 700 | 10 | 0.25 | 0.0002 | 1 | 0.0002 | 0.0435 | 0.8450 | |
| 3 | 2 | 1.0 | 10 | 600 | 700 | 120 | 0.50 | 0.0052 | 1 | 0.0052 | 1.0900 | 0.3560 | ||
| 4 | 9 | 1.0 | 10 | 75 | 140 | 120 | 0.30 | 0.0002 | 1 | 0.0002 | 0.0435 | 0.8450 | ||
| 5 | 9 | NaCl | 1.0 | 60 | 75 | 700 | 120 | 0.50 | 0.0169 | 1 | 0.0169 | 3.5200 | 0.1338 | |
| 6 | 9 | 0.1 | 60 | 600 | 700 | 10 | 0.10 | 0.0019 | 1 | 0.0019 | 0.3913 | 0.5655 | ||
| 7 | 9 | NaCl | 0.1 | 10 | 600 | 140 | 120 | 0.40 | 0.0352 | 1 | 0.0352 | 7.3500 | 0.0535 | |
| 8 | 2 | NaCl | 0.1 | 60 | 75 | 700 | 120 | 0.40 | 0.1519 | 1 | 0.1519 | 31.7000 | 0.0049 ** | |
| 9 | 2 | NaCl | 0.1 | 10 | 75 | 140 | 10 | 0.20 | Residual | 0.0192 | 4 | 0.0048 | ||
| 10 | 9 | 0.1 | 10 | 75 | 700 | 10 | 0.30 | Cor Total | 0.2306 | 11 | ||||
| 11 | 2 | 0.1 | 60 | 600 | 140 | 120 | 0.30 | 0.9169 | ||||||
| 12 | 9 | NaCl | 1.0 | 60 | 600 | 140 | 10 | 0.1 | Adj. | 0.7715 | ||||
| No. | BBD Experiments a | ANOVA | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Heating Time (min) | Heating Power (W) | Ultrasonic Time (min) | (mL/kgDW) (mL/kgDW) | Source | Sum of Squares b | Df c | Mean Square d | F-Value e | p-Value f | |
| 1 | 40 | 700 | 20 | 0.62 | Model | 0.0777 | 9 | 0.0086 | 10.1900 | 0.0029 ** |
| 2 | 40 | 566 | 10 | 0.60 | 0.0392 | 1 | 0.0392 | 46.2700 | 0.0003 ** | |
| 3 | 60 | 566 | 10 | 0.75 | 0.0112 | 1 | 0.0112 | 13.2800 | 0.0082 ** | |
| 4 | 50 | 432 | 30 | 0.82 | 0.0144 | 1 | 0.0144 | 17.0600 | 0.0044 ** | |
| 5 | 40 | 566 | 30 | 0.72 | 0.0020 | 1 | 0.0020 | 2.3900 | 0.1660 | |
| 6 | 50 | 566 | 20 | 0.69 | 0.0000 | 1 | 0.0000 | 0.0295 | 0.8685 | |
| 7 | 60 | 432 | 20 | 0.82 | 0.0000 | 1 | 0.0000 | 0.0295 | 0.8685 | |
| 8 | 60 | 700 | 20 | 0.70 | 0.0013 | 1 | 0.0013 | 1.5700 | 0.2510 | |
| 9 | 50 | 566 | 20 | 0.71 | 0.0002 | 1 | 0.0002 | 0.2612 | 0.6250 | |
| 10 | 40 | 432 | 20 | 0.65 | 0.0094 | 1 | 0.0094 | 11.1000 | 0.0126 * | |
| 11 | 60 | 566 | 30 | 0.88 | Residual | 0.0059 | 7 | 0.0008 | ||
| 12 | 50 | 566 | 20 | 0.68 | Lack of Fit | 0.0036 | 3 | 0.0012 | 2.1300 | 0.2386 |
| 13 | 50 | 700 | 10 | 0.70 | Pure Error | 0.0023 | 4 | 0.0006 | ||
| 14 | 50 | 566 | 20 | 0.74 | Cor Total | 0.0836 | 16 | |||
| 15 | 50 | 432 | 10 | 0.78 | R2 | 0.9291 | ||||
| 16 | 50 | 700 | 30 | 0.75 | Adj. | 0.8379 | ||||
| 17 | 50 | 566 | 20 | 0.72 | ||||||
| No. | Components | RI a | Formula | CAS | RA (%) b | ||||
|---|---|---|---|---|---|---|---|---|---|
| EOa | EOb | EOc | EOd | EOe | |||||
| 1 | Isopentanol | 744.0 | C5H12O | 000123-51-3 | 0.34 | 0.74 | 0.48 | 0.41 | 0.68 |
| 2 | Diisopropyl ketone | 794.0 | C7H14O | 000565-80-0 | 0.09 | 0.23 | 0.17 | 0.10 | 0.63 |
| 3 | β-Methylbutyric acid | 837.0 | C5H10O2 | 000503-74-2 | NDc | 0.15 | 0.13 | 0.21 | ND |
| 4 | (E)-2-Hexenal | 850.0 | C6H10O | 006728-26-3 | ND | 0.18 | 0.16 | 0.14 | 0.15 |
| 5 | Banana oil | 872.0 | C7H14O2 | 000123-92-2 | 0.69 | 0.39 | 0.33 | 0.29 | 0.79 |
| 6 | Santen | 885.3 | C9H14 | 000529-16-8 | ND | 0.07 | ND | 0.07 | ND |
| 7 | Carvomenthenal | 885.3 | C9H14 | 029548-14-9 | ND | 0.10 | 0.06 | 0.11 | ND |
| 8 | Tricyclene | 927.0 | C10H16 | 000508-32-7 | 0.12 | 0.52 | ND | ND | ND |
| 9 | 1R-α-Pinene | 937.0 | C10H16 | 007785-70-8 | 19.45 | ND | 10.96 | 10.42 | 15.13 |
| 10 | Camphene | 945.0 | C10H16 | 000079-92-5 | 0.48 | 0.33 | 0.26 | 0.25 | 0.21 |
| 11 | 2,4-Thujadiene | 957.0 | C10H14 | 036262-09-6 | 0.68 | 0.62 | 0.37 | 0.41 | 0.33 |
| 12 | Sabinen | 975.0 | C10H16 | 003387-41-5 | 0.28 | ND | 0.26 | ND | ND |
| 13 | β-Pinene | 976.0 | C10H16 | 000127-91-3 | 0.65 | ND | 0.51 | ND | 0.65 |
| 14 | 2-Carene | 1001.0 | C10H16 | 000554-61-0 | 0.23 | ND | ND | 0.50 | ND |
| 15 | Pseudolimonen | 1006.0 | C10H16 | 000499-97-8 | ND | 0.37 | 0.43 | 0.50 | 0.45 |
| 16 | Isopentyl isobutanoate | 1013.4 | C9H18O2 | 002050-01-3 | 0.50 | ND | 0.12 | ND | ND |
| 17 | Camphogen | 1025.0 | C10H14 | 000099-87-6 | ND | 0.20 | 0.55 | ND | ND |
| 18 | o-Cymene | 1028.0 | C10H14 | 000527-84-4 | 0.42 | ND | ND | 0.50 | 0.24 |
| 19 | Limonene | 1029.0 | C10H16 | 000138-86-3 | 0.86 | 0.50 | ND | ND | ND |
| 20 | Eucalyptol | 1030.0 | C10H18O | 000470-82-6 | 36.69 | 33.70 | 32.74 | 31.51 | 34.11 |
| 21 | β-Terpinen | 1036.0 | C10H16 | 000099-84-3 | ND | ND | 0.37 | ND | 0.50 |
| 22 | Terpinolene | 1084.0 | C10H16 | 000586-62-9 | 0.07 | 0.10 | 0.10 | 0.07 | 0.05 |
| 23 | α,4-Dimethylstyrene | 1090.0 | C10H12 | 001195-32-0 | 0.11 | 0.15 | 0.12 | 0.10 | ND |
| 24 | Linalool | 1102.0 | C10H18O | 000078-70-6 | 0.16 | 0.18 | 0.20 | 0.19 | 0.09 |
| 25 | 1,3,8-p-Menthatriene | 1118.7 | C10H14 | 018368-95-1 | 0.49 | 0.05 | 0.96 | 0.46 | 0.49 |
| 26 | Fenchol | 1125.6 | C10H18O | 001632-73-1 | 0.30 | 0.39 | ND | 0.37 | 0.27 |
| 27 | (E)-Pinocarveol | 1136.0 | C10H16O | 000547-61-5 | 1.66 | 1.44 | 1.73 | 1.85 | 1.22 |
| 28 | L-Borneol | 1160.0 | C10H18O | 000464-45-9 | ND | ND | 0.95 | 1.02 | ND |
| 29 | Pinocarvone | 1164.2 | C10H14O | 030460-92-5 | 0.86 | 1.18 | 1.15 | 1.20 | 0.89 |
| 30 | Bhimsiam camphor | 1168.0 | C10H18O | 000507-70-0 | 0.59 | 0.99 | ND | ND | 0.69 |
| 31 | (E)-Ocimenol | 1168.5 | C10H18O | 007643-60-9 | ND | 0.47 | ND | ND | 0.40 |
| 32 | Terpinen-4-ol | 1177.0 | C10H18O | 000562-74-3 | 0.31 | 0.46 | 0.47 | 0.49 | ND |
| 33 | 3,9-Epoxy-1-p-menthene | 1178.0 | C10H16O | 070786-44-6 | ND | 0.09 | ND | 0.10 | 0.07 |
| 34 | 2-Caren-4-ol | 1181.2 | C10H16O | 006617-35-2 | ND | 0.45 | ND | 0.43 | 0.36 |
| 35 | L-α-Terpineol | 1187.0 | C10H18O | 010482-56-1 | ND | ND | 7.14 | 7.04 | 5.56 |
| 36 | α-Terpineol | 1190.0 | C10H18O | 000098-55-5 | 5.10 | 7.12 | ND | ND | ND |
| 37 | Methyl salicylate | 1191.0 | C8H8O3 | 000119-36-8 | ND | 0.14 | 0.13 | 0.09 | ND |
| 38 | Dill ether | 1191.2 | C10H16O | 074410-10-9 | 0.06 | ND | 0.10 | ND | ND |
| 39 | Carveol | 1200.0 | C10H16O | 000099-48-9 | 0.99 | 0.95 | 0.11 | 0.10 | 0.08 |
| 40 | (Z)-Carveol | 1217.0 | C10H16O | 001197-06-4 | 0.31 | 0.43 | 0.41 | 0.43 | 0.37 |
| 41 | D-Carvone | 1223.0 | C10H14O | 002244-16-8 | ND | ND | 0.15 | 0.15 | 0.13 |
| 42 | Carvone | 1254.0 | C10H14O | 000099-49-0 | 0.10 | 0.15 | ND | ND | ND |
| 43 | Geraniol | 1256.0 | C10H18O | 000106-24-1 | 0.08 | 0.10 | 0.15 | 0.13 | 0.11 |
| 44 | Perilla alcohol | 1305.0 | C10H16O | 000536-59-4 | 0.18 | 0.61 | ND | ND | 0.61 |
| 45 | Adamantan-2-ol | 1329.0 | C10H16O | 000700-57-2 | ND | ND | ND | 1.68 | 0.32 |
| 46 | Biosol | 1332.2 | C10H14O | 003228-02-2 | ND | ND | 0.13 | 0.12 | 0.11 |
| 47 | Hydroxycineyl acetate | 1345.5 | C12H20O3 | 057709-95-2 | 0.21 | 0.43 | 0.42 | 0.44 | 0.39 |
| 48 | (E)-Methyl cinnamate | 1354.0 | C10H10O2 | 001754-62-7 | 0.15 | 0.08 | ND | 0.32 | 0.28 |
| 49 | β-Maaliene | 1381.0 | C15H24 | 000489-29-2 | ND | ND | 0.61 | 0.64 | 0.52 |
| 50 | 10s,11s-Himachala-3(12),4-diene | 1399.0 | C15H24 | 060909-28-6 | 0.31 | ND | ND | 0.04 | ND |
| 51 | Caryophyllene | 1417.0 | C15H24 | 000087-44-5 | ND | 0.27 | 0.32 | 0.37 | 0.30 |
| 52 | γ-Maaliene | 1435.0 | C15H24 | 020071-49-2 | ND | 0.10 | 0.10 | 0.12 | 0.10 |
| 53 | Aromandendrene | 1436.0 | C15H24 | 000489-39-4 | ND | 2.79 | 2.72 | 3.12 | 2.53 |
| 54 | α-Maaliene | 1442.7 | C15H24 | 000489-28-1 | ND | ND | 0.10 | ND | 0.08 |
| 55 | Alloaromadendrene | 1453.0 | C15H24 | 025246-27-9 | 0.13 | 0.95 | 0.92 | ND | 0.85 |
| 56 | epi-β-Caryophyllene | 1465.0 | C15H24 | 068832-35-9 | ND | 0.09 | 0.08 | 1.04 | 0.20 |
| 57 | γ-Selinene | 1470.0 | C15H24 | 000515-17-3 | ND | ND | 0.17 | 0.20 | 0.14 |
| 58 | γ-Gurjunene | 1478.0 | C15H24 | 022567-17-5 | ND | 0.40 | 0.44 | 0.43 | 0.37 |
| 59 | (+)-Ledene | 1489.0 | C15H24 | 021747-46-6 | 0.09 | 0.74 | 0.91 | 0.75 | 0.67 |
| 60 | Epizonarene | 1495.0 | C15H24 | 041702-63-0 | ND | 0.07 | 0.19 | ND | 0.08 |
| 61 | β-Selinene | 1496.0 | C15H24 | 028624-23-9 | ND | ND | ND | 0.09 | 0.10 |
| 62 | α-Selinene | 1498.0 | C15H24 | 000473-13-2 | ND | 0.14 | ND | 0.25 | 0.22 |
| 63 | L-Calamenene | 1519.0 | C15H22 | 000483-77-2 | ND | 0.15 | 0.14 | 0.17 | 0.14 |
| 64 | δ-Cadinene | 1523.0 | C15H24 | 000483-76-1 | ND | 0.11 | 0.14 | 0.13 | 0.11 |
| 65 | Cadine-1,4-diene | 1525.0 | C15H24 | 016728-99-7 | ND | ND | 0.08 | 0.06 | 0.04 |
| 66 | Flaveson | 1546.0 | C14H20O4 | 022595-45-5 | ND | ND | 0.30 | 0.31 | 0.23 |
| 67 | Espatulenol | 1574.0 | C15H24O | 006750-60-3 | 0.13 | 0.28 | 0.37 | 0.39 | 0.43 |
| 68 | (-)-Palustrol | 1581.0 | C15H26O | 005986-49-2 | 0.08 | ND | 0.29 | 0.34 | 0.36 |
| 69 | Cubeban-11-ol | 1600.6 | C15H26O | 220766-71-2 | 0.23 | 0.58 | 0.72 | ND | ND |
| 70 | Viridiflorol | 1612.0 | C15H26O | 000552-02-3 | ND | 0.64 | ND | 1.15 | 1.11 |
| 71 | (+)-Rosifoliol | 1613.2 | C15H26O | 063891-61-2 | ND | 0.29 | 0.45 | 0.53 | ND |
| 72 | Leptospermone | 1620.0 | C15H22O4 | 000567-75-9 | ND | ND | 9.19 | 9.50 | 8.88 |
| 73 | Epiglobulol | 1629.0 | C15H26O | 088728-58-9 | ND | 0.50 | 0.51 | ND | 0.50 |
| 74 | Caryophylla-4(12),8(13)-dien-5β-ol | 1644.2 | C15H24O | 019431-80-2 | ND | ND | 0.07 | 0.07 | 0.06 |
| 75 | Cadalene | 1672.0 | C15H18 | 000483-78-3 | ND | 0.13 | 0.14 | 0.13 | 0.12 |
| 76 | Neophytadiene | 1837.0 | C20H38 | 000504-96-1 | ND | ND | 0.04 | 0.04 | ND |
| 77 | Hexadecanoic acid | 1964.0 | C16H32O2 | 000057-10-3 | ND | ND | 0.17 | 0.19 | 0.20 |
| 78 | Stigmasta-3,5-diene | 2718.6 | C29H48 | 079897-80-6 | ND | ND | ND | 0.14 | 0.10 |
| 79 | Vitamin E | 3138.0 | C29H50O2 | 000059-02-9 | ND | ND | ND | 0.22 | 0.20 |
| Total identified | □ □ | □ □ | □ □ | 74.18 | 62.29 | 81.32 | 82.07 | 84.50 | |
| Monoterpene | 23.24 | 2.69 | 14.77 | 13.11 | 18.05 | ||||
| Sesquiterpene | 0.53 | 5.66 | 6.94 | 7.28 | 6.45 | ||||
| Oxygenated | 48.04 | 51.43 | 57.45 | 59.64 | 57.12 | ||||
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Zhang, X.-N.; Wang, B.-B.; Liu, J.-L.; Lai, H.-Z.; Huang, Y.; Peng, Y.-Y.; Liu, Z.-W.; Wang, H.-T. DES/Extraction and Process Optimization of Callistemon citrinus (Curtis) Skeels Essential Oil. Molecules 2026, 31, 819. https://doi.org/10.3390/molecules31050819
Zhang X-N, Wang B-B, Liu J-L, Lai H-Z, Huang Y, Peng Y-Y, Liu Z-W, Wang H-T. DES/Extraction and Process Optimization of Callistemon citrinus (Curtis) Skeels Essential Oil. Molecules. 2026; 31(5):819. https://doi.org/10.3390/molecules31050819
Chicago/Turabian StyleZhang, Xiao-Nan, Bing-Bing Wang, Jia-Lu Liu, Hong-Zi Lai, Yan Huang, Yi-Yi Peng, Zhi-Wei Liu, and Hai-Tang Wang. 2026. "DES/Extraction and Process Optimization of Callistemon citrinus (Curtis) Skeels Essential Oil" Molecules 31, no. 5: 819. https://doi.org/10.3390/molecules31050819
APA StyleZhang, X.-N., Wang, B.-B., Liu, J.-L., Lai, H.-Z., Huang, Y., Peng, Y.-Y., Liu, Z.-W., & Wang, H.-T. (2026). DES/Extraction and Process Optimization of Callistemon citrinus (Curtis) Skeels Essential Oil. Molecules, 31(5), 819. https://doi.org/10.3390/molecules31050819

