| Literature DB >> 32201850 |
Trinh-Don Nguyen1,2, Seamus Riordan-Short2, Thu-Thuy T Dang1, Rob O'Brien2,3, Matthew Noestheden2,1.
Abstract
Plants are the main sources of many high-value bioactive terpenoids used in the medical, fragrance, and food industries. Increasing demand for these bioactive plants and their derivative products (e.g., cannabis and extracts thereof) requires robust approaches to verify feedstock, identify product adulteration, and ensure product safety. Reported here are single-laboratory validation details for a robust testing method to quantitate select terpenes and terpenoids in dry plant materials and terpenoid-containing vaping liquids (e.g., a derivative product) using high-temperature headspace gas chromatography-mass spectrometry, with glycerol used as a headspace solvent. Validated method recoveries were 75-103%, with excellent repeatability (relative standard deviation (RSD) < 5%) and intermediate precision (RSD < 12%). The use of high-temperature headspace (180 °C) permitted terpene and terpenoid profiles to be monitored at temperatures consistent with vaping conditions.Entities:
Year: 2020 PMID: 32201850 PMCID: PMC7081649 DOI: 10.1021/acsomega.0c00384
Source DB: PubMed Journal: ACS Omega ISSN: 2470-1343
Figure 1Select terpenes and terpenoids naturally occurring in important medicinal and recreational plants such as cannabis and included in this work.
Figure 2Sample selected ion monitoring (SIM) chromatogram for the select terpenes and terpenoids under investigation. Numbers represent structures depicted in Figure . IS: internal standard, (±)-linalool-d3.
Calculated Absolute Response Precision (Relative Standard Deviation; RSD) of Analytes in Brine Incubated at 85 °C and Analyzed with Different Sample Path Temperatures and Septum Purge Flowsa
| RSD
(%) | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| septum purge flow (mL/min) | 5 | 10 | 20 | |||||||
| ID | sample path temperature (°C) | 85 | 95 | 100 | 125 | 100 | 125 | 100 | 125 | 190 |
| 1 | α-pinene | 2.6 | 4.1 | 4.9 | 2.0 | 4.3 | 3.9 | 2.4 | 1.6 | 6.3 |
| 2 | camphene | 3.5 | 4.5 | 5.1 | 3.8 | 4.9 | 4.5 | 2.4 | 1.6 | 6.7 |
| 3 | β-myrcene | 5.5 | 5.9 | 5.6 | 7.6 | 5.9 | 5.9 | 3.5 | 2.5 | 8.1 |
| 4 | (−)-β-pinene | 5.4 | 5.5 | 5.6 | 7.0 | 5.7 | 5.5 | 3.2 | 2.3 | 7.6 |
| 5 | δ-3-carene | 3.7 | 4.0 | 4.9 | 4.5 | 4.7 | 4.6 | 2.7 | 1.5 | 6.4 |
| 6 | α-terpinene | 9.4 | 6.3 | 6.2 | 9.6 | 6.0 | 6.0 | 3.3 | 2.8 | 8.2 |
| 7 | 3.4 | 3.8 | 5.3 | 3.7 | 4.7 | 4.2 | 2.5 | 1.9 | 7.7 | |
| 8 | (+)-limonene | 3.0 | 4.0 | 5.0 | 2.6 | 4.1 | 3.9 | 2.5 | 1.6 | 6.5 |
| 9 | 7.4 | 5.1 | 5.7 | 6.8 | 5.4 | 5.1 | 2.8 | 2.2 | 6.8 | |
| 10 | 5.5 | 4.8 | 5.3 | 5.9 | 5.2 | 4.9 | 3.1 | 2.1 | 7.6 | |
| 11 | 8-cineole (eucalyptol) | 4.6 | 4.6 | 5.0 | 4.8 | 4.8 | 4.1 | 2.7 | 1.3 | 7.6 |
| 12 | γ-terpinene | 3.7 | 3.5 | 4.8 | 3.5 | 4.2 | 4.1 | 2.8 | 1.6 | 6.4 |
| 13 | terpinolene | 8.2 | 4.9 | 5.8 | 8.7 | 6.0 | 5.3 | 2.9 | 2.3 | 7.6 |
| 14 | 15 | 9.1 | 7.4 | 15 | 8.6 | 7.1 | 3.7 | 3.8 | 9.3 | |
| 15 | 12 | 7.5 | 6.5 | 9.3 | 6.6 | 5.2 | 2.9 | 2.9 | 8.0 | |
| 16 | linalool | 11 | 5.6 | 6.6 | 7.0 | 5.6 | 4.9 | 2.9 | 2.0 | 10 |
| 17 | (−)-isopulegol | 10 | 6.1 | 7.4 | 7.2 | 6.1 | 5.1 | 3.2 | 2.3 | 9.3 |
| 18 | α-terpineol | 14 | 8.7 | 7.2 | 13 | 7.4 | 6.6 | 3.4 | 3.1 | 11 |
| 19 | citronellol | 19 | 9.6 | 16 | 36 | 12 | 7.5 | 6.2 | 5.1 | 9.0 |
| 20 | nerol | 7.1 | 9.3 | 13 | 24 | 10 | 7.0 | 4.5 | 4.6 | 11 |
| 21 | geraniol | 20 | 11 | 17 | 41 | 14 | 8.0 | 7.4 | 7.0 | 9.6 |
| 22 | β-damascenone | 4.3 | 5.4 | 5.9 | 3.5 | 4.6 | 4.8 | 2.6 | 2.2 | 11 |
| 23 | β-caryophyllene | 6.1 | 4.7 | 5.6 | 6.1 | 4.9 | 5.1 | 2.5 | 2.4 | 7.9 |
| 24 | β-damascone | 7.8 | 6.9 | 6.6 | 9.1 | 6.0 | 6.5 | 3.6 | 2.8 | 11 |
| 25 | α-humulene | 6.3 | 5.3 | 5.8 | 7.6 | 5.5 | 5.3 | 2.8 | 2.5 | 7.8 |
| 26 | 11 | 8.7 | 8.7 | 10 | 6.5 | 6.3 | 4.6 | 6.0 | 14 | |
| 27 | 13 | 11 | 9.9 | 13 | 8.1 | 7.0 | 6.0 | 7.1 | 15 | |
| 28 | (−)-guaiol | 14 | 9.3 | 8.6 | 15 | 7.6 | 7.0 | 4.4 | 5.4 | 15 |
| 29 | (−)-caryophyllene oxide | 14 | 37 | 9.0 | 19 | 7.8 | 27 | 5.5 | 6.2 | 4.9 |
| 30 | (−)-α-bisabolol | 14 | 13 | 10 | 14 | 7.6 | 6.8 | 8.2 | 8.9 | 15 |
Values were calculated from 10–12 replicates.
n = 10.
n = 12.
Method Validation for Quantitating Terpenoids in Plant Materials by Headspace GC–MSa
| limit
(ppm) | recovery
(%) | RSD
(%) | ||||||
|---|---|---|---|---|---|---|---|---|
| ID | analyte | MDL | MRL | low (10 ppm) | mid (125 ppm) | high (350 ppm) | intraday | interday |
| 1 | α-pinene | 0.95 | 10.0 | 84.2 | 86.4 | 83.3 | 1.34 | 8.70 |
| 2 | camphene | 0.87 | 10.0 | 83.3 | 86.2 | 85.1 | 0.85 | 7.33 |
| 3 | β-myrcene | 1.13 | 10.0 | 82.8 | 89.1 | 87.9 | 1.19 | 4.77 |
| 4 | (−)-β-pinene | 1.03 | 10.0 | 80.6 | 88.5 | 86.4 | 1.07 | 4.12 |
| 5 | δ-3-carene | 1.28 | 10.0 | 83.4 | 89.0 | 85.5 | 0.90 | 3.41 |
| 6 | α-terpinene | 1.72 | 10.0 | 99.5 | 93.6 | 84.8 | 1.90 | 11.2 |
| 7 | 1.57 | 10.0 | 74.2 | 97.4 | 88.5 | 1.95 | 7.60 | |
| 8 | (+)-limonene | 1.37 | 10.0 | 80.4 | 91.5 | 85.2 | 1.25 | 6.38 |
| 9 | 1.19 | 10.0 | 70.2 | 81.8 | 82.8 | 1.30 | 6.92 | |
| 10 | 1.36 | 10.0 | 90.5 | 95.6 | 89.3 | 1.07 | 6.36 | |
| 11 | 8-cineole (eucalyptol) | 0.93 | 10.0 | 81.8 | 95.1 | 92.7 | 1.39 | 8.71 |
| 12 | γ-terpinene | 0.94 | 10.0 | 84.0 | 101 | 89.1 | 0.90 | 6.02 |
| 13 | terpinolene | 1.39 | 10.0 | 93.4 | 87.5 | 85.9 | 2.11 | 5.77 |
| 14 | 2.10 | 10.0 | 93.3 | 96.9 | 91.6 | 3.65 | 6.76 | |
| 15 | 1.32 | 10.0 | 95.3 | 102 | 102 | 2.32 | 5.76 | |
| 16 | linalool | 1.09 | 10.0 | 97.4 | 103 | 99.0 | 1.24 | 2.29 |
| 17 | (−)-isopulegol | 1.19 | 10.0 | 94.9 | 95.0 | 101 | 1.81 | 4.79 |
| 18 | α-terpineol | 1.41 | 10.0 | 91.5 | 96.1 | 102 | 2.58 | 6.21 |
| 19 | citronellol | 1.30 | 10.0 | 79.5 | 90.4 | 101 | 1.76 | 4.91 |
| 20 | nerol | 3.15 | 10.0 | 104 | 98.0 | 96.6 | 2.13 | 9.41 |
| 21 | geraniol | 2.01 | 10.0 | 79.3 | 93.5 | 90.8 | 3.74 | 5.67 |
| 22 | β-damascenone | 1.15 | 10.0 | 96.5 | 95.9 | 91.5 | 2.14 | 3.15 |
| 23 | β-caryophyllene | 2.43 | 10.0 | 110 | 99.9 | 85.3 | 1.87 | 5.10 |
| 24 | β-damascone | 0.98 | 10.0 | 88.5 | 90.1 | 91.5 | 2.02 | 6.41 |
| 25 | α-humulene | 2.49 | 10.0 | 87.6 | 98.2 | 84.8 | 2.38 | 5.61 |
| 26 | 2.02 | 10.0 | 86.9 | 86.8 | 94.0 | 2.38 | 8.10 | |
| 27 | 2.54 | 10.0 | 90.1 | 87.8 | 95.3 | 1.50 | 4.29 | |
| 28 | (−)-guaiol | 1.77 | 10.0 | 95.0 | 92.5 | 99.4 | 2.20 | 4.75 |
| 29 | (−)-caryophyllene oxide | 3.10 | 10.0 | 108 | 104 | 129 | 3.46 | 6.05 |
| 30 | (−)-α-bisabolol | 2.42 | 10.0 | 87.5 | 87.1 | 93.0 | 2.83 | 5.80 |
Concentrations are presented based on the plant weight. MDL: method detection limit. MRL: method reporting limit. The calibration ranges were from 2.5 to 400 ppm (25–4000 ppb in the vial), except for nerol and (−)-caryophyllene oxide (5–400 ppm in samples or 50–4000 ppb in the vial).
Figure 3Cross-validation of terpene/terpenoid quantitation between headspace GC–MS and liquid-injection GC–tandem mass spectrometry (GC–MS/MS). (A) Dry hop tissue (unit: ppm). (B) Commercial cannabis terpene mixtures (unit: mg/mL).
Figure 4Extracted ion chromatogram from the analysis of a commercial e-juice for select terpenes, terpenoids, and nicotine in the same injection. Terpene/terpenoid and nicotine peaks were extracted with m/z 93 and 84, respectively. Numbers represent structures depicted in Figure .
Method Validation for Quantitating Terpenoids and Nicotine in e-Juices by Headspace GC–MSa
| limit | recovery
(%) | RSD
(%) | ||||||
|---|---|---|---|---|---|---|---|---|
| ID | analyte | MDL | MRL | low | mid | high | intraday | interday |
| 1 | α-pinene | 0.04 | 5.00 | 105 | 94.6 | 101 | 2.64 | 4.86 |
| 2 | camphene | 0.05 | 5.00 | 104 | 94.2 | 99.9 | 2.16 | 4.35 |
| 3 | β-myrcene | 0.13 | 5.00 | 99.7 | 95.9 | 99.1 | 1.78 | 2.84 |
| 4 | (−)-β-pinene | 0.22 | 5.00 | 105 | 99.0 | 104 | 2.24 | 4.04 |
| 5 | δ-3-carene | 0.16 | 5.00 | 105 | 98.8 | 104 | 2.08 | 3.97 |
| 6 | α-terpinene | 0.13 | 5.00 | 101 | 94.7 | 99.6 | 1.91 | 4.01 |
| 7 | 0.77 | 5.00 | 102 | 97.2 | 99.0 | 2.44 | 2.40 | |
| 8 | (+)-limonene | 0.12 | 5.00 | 98.7 | 94.8 | 99.2 | 2.36 | 3.58 |
| 9 | 0.10 | 5.00 | 100 | 94.2 | 99.6 | 2.59 | 4.15 | |
| 10 | 0.62 | 5.00 | 99.0 | 94.3 | 98.5 | 2.36 | 3.49 | |
| 11 | 8-cineole (eucalyptol) | 0.18 | 5.00 | 101 | 95.3 | 98.6 | 1.81 | 2.91 |
| 12 | γ-terpinene | 0.16 | 5.00 | 101 | 94.4 | 99.3 | 2.26 | 3.82 |
| 13 | terpinolene | 0.33 | 5.00 | 105 | 97.8 | 102 | 2.21 | 3.66 |
| 14 | 0.59 | 5.00 | 104 | 96.5 | 99.3 | 3.01 | 2.78 | |
| 15 | 1.83 | 5.00 | 105 | 102 | 104 | 3.02 | 2.49 | |
| 16 | linalool | 1.35 | 10.0 | 101 | 95.7 | 97.0 | 2.65 | 2.18 |
| 17 | (−)-isopulegol | 0.35 | 5.00 | 101 | 96.2 | 98.2 | 3.18 | 2.52 |
| 18 | α-terpineol | 0.53 | 5.00 | 97.3 | 93.2 | 96.7 | 3.81 | 3.65 |
| 19 | citronellol | 2.54 | 10.0 | 97.8 | 95.3 | 94.7 | 2.69 | 2.83 |
| 20 | nerol | 0.69 | 5.00 | 96.5 | 96.1 | 99.4 | 3.61 | 3.49 |
| 21 | geraniol | 1.66 | 10.0 | 104 | 91.3 | 96.0 | 4.72 | 4.61 |
| 22 | β-damascenone | 0.67 | 5.00 | 98.3 | 103 | 103 | 1.74 | 1.82 |
| 23 | β-caryophyllene | 0.50 | 5.00 | 103 | 95.5 | 101 | 1.87 | 4.31 |
| 24 | β-damascone | 0.63 | 5.00 | 95.7 | 94.2 | 95.6 | 1.54 | 2.30 |
| 25 | α-humulene | 0.74 | 5.00 | 105 | 96.5 | 101 | 1.56 | 3.86 |
| 26 | 1.58 | 10.0 | 100 | 96.2 | 98.3 | 2.13 | 2.11 | |
| 27 | 0.41 | 5.00 | 100 | 93.7 | 96.9 | 1.97 | 2.95 | |
| 28 | (−)-guaiol | 0.39 | 5.00 | 94.6 | 89.0 | 93.3 | 0.92 | 3.58 |
| 29 | (−)-caryophyllene oxide | 0.33 | 5.00 | 97.8 | 97.8 | 97.3 | 2.08 | 2.14 |
| 30 | (−)-α-bisabolol | 0.96 | 5.00 | 101 | 96.0 | 97.5 | 1.34 | 2.15 |
| 31 | nicotine | 0.05 | 0.50 | 94.3 | 101 | 102 | 3.53 | 2.71 |
Concentrations are presented based on e-juice volume. MDL: method detection limit. MRL: method reporting limit. The calibration ranges for terpenoids were from 1 to 300 ppm (10–3000 ppb in the vial), except for trans-β-ocimene, linalool, citronellol, and geraniol (5–300 ppm, or 50–3000 ppb in the vial). The calibration range for nicotine was from 0.25 to 30 mg/mL (2.5–300 μg/mL in the vial).
Unit: ppm for terpenoids, and mg/mL for nicotine.
Concentration: Low-, mid-, and high-level concentrations for terpenoids are 10, 75, and 250 ppm, respectively. Low-, mid-, and high-level concentrations for nicotine are 1, 7.5, and 25 mg/mL, respectively.