| Literature DB >> 28233028 |
Elizabeth M Mudge1,2, Susan J Murch2, Paula N Brown3.
Abstract
There is an explosion in the number of labs analyzing cannabinoids in marijuana (Cannabis sativa L., Cannabaceae) but existing methods are inefficient, require expert analysts, and use large volumes of potentially environmentally damaging solvents. The objective of this work was to develop and validate an accurate method for analyzing cannabinoids in cannabis raw materials and finished products that is more efficient and uses fewer toxic solvents. An HPLC-DAD method was developed for eight cannabinoids in cannabis flowers and oils using a statistically guided optimization plan based on the principles of green chemistry. A single-laboratory validation determined the linearity, selectivity, accuracy, repeatability, intermediate precision, limit of detection, and limit of quantitation of the method. Amounts of individual cannabinoids above the limit of quantitation in the flowers ranged from 0.02 to 14.9% w/w, with repeatability ranging from 0.78 to 10.08% relative standard deviation. The intermediate precision determined using HorRat ratios ranged from 0.3 to 2.0. The LOQs for individual cannabinoids in flowers ranged from 0.02 to 0.17% w/w. This is a significant improvement over previous methods and is suitable for a wide range of applications including regulatory compliance, clinical studies, direct patient medical services, and commercial suppliers.Entities:
Keywords: Cannabinoids; Cannabis; Green chemistry; Medical marijuana; Single-laboratory validation
Mesh:
Substances:
Year: 2017 PMID: 28233028 PMCID: PMC5395585 DOI: 10.1007/s00216-017-0256-3
Source DB: PubMed Journal: Anal Bioanal Chem ISSN: 1618-2642 Impact factor: 4.142
Fig. 1Structures for the main neutral cannabinoids found in Cannabis flowers
Concentration of cannabinoids used in the calibration standards for the method validation and resolution of analytes in chromatographic separation
| Cannabinoid | Approximate Concentration (μg mL−1) | Average correlation coefficients ( | Resolution* | ||||||
|---|---|---|---|---|---|---|---|---|---|
| Lin 1 | Lin 2 | Lin 3 | Lin 4 | Lin 5 | Lin 6 | Lin 7 | |||
| CBDA | 250 | 200 | 100 | 50 | 25 | 10 | 5 | 0.9990 | 6.34 |
| THCV | 25 | 20 | 10 | 5 | 2.5 | 1 | 0.5 | 0.9993 | 1.75 |
| CBD | 50 | 40 | 20 | 10 | 5 | 2 | 1 | 0.9982 | 1.64 |
| CBG | 25 | 20 | 10 | 5 | 2.5 | 1 | 0.5 | 0.9995 | 1.85 |
| CBN | 25 | 20 | 10 | 5 | 2.5 | 1 | 0.5 | 0.9992 | 3.18 |
| THCA | 250 | 200 | 100 | 50 | 25 | 10 | 5 | 0.9992 | 1.95 |
| THC | 50 | 40 | 20 | 10 | 5 | 2 | 1 | 0.9983 | 2.89 |
| CBC | 25 | 20 | 10 | 5 | 2.5 | 1 | 0.5 | 0.9991 | 2.29 |
*Between component of interest and closest eluting peak
Fig. 2Variation of total cannabinoids determined using a two-level partial factorial design to optimize the sample preparation
Fig. 3Optimization of a green chemistry extraction protocol. Concentration of the four major cannabinoids comparing a solvent composition and volume to mass ratio, b extraction times of 15 min, 30 min, and 60 min, c short extraction times of 5 min, 10 min, 15 min, and 15 min with vortexing every 5 min. (n = 3)
Fig. 4HPLC separation of a standard mixture of cannabinoid standards and b Cannabis flower extract at 220 nm
Repeatability and intermediate precision for cannabinoid quantitation in Cannabis dried flowers
| Sample ID | Cannabinoid | Concentration (% w/w) | Repeatability (% RSD) | Intermediate precision (% RSD) | HorRat |
|---|---|---|---|---|---|
|
| CBDA | 3.61 | 2.74 | 4.26 | 1.3 |
| CBD | 0.22 | 3.82 | 6.01 | 1.2 | |
| CBG | 0.07 | 6.19 | 7.13 | 1.2 | |
| CBN | 0.02 | 8.45 | 9.92 | 1.4 | |
| THCA | 7.81 | 3.40 | 2.85 | 1.3 | |
| THC | 0.67 | 3.32 | 4.44 | 1.1 | |
| CBC | 0.03 | 6.12 | 11.41 | 1.7 | |
|
| CBDA | 3.70 | 2.86 | 3.78 | 1.2 |
| CBD | 0.49 | 2.68 | 2.96 | 0.7 | |
| CBG | 0.02 | 10.08 | 10.08 | 1.4 | |
| THCA | 0.11 | 3.29 | 3.17 | 0.6 | |
| THC | 0.03 | 3.56 | 11.61 | 1.7 | |
| CBC | 0.04 | 2.17 | 2.97 | 0.5 | |
|
| CBDA | 5.97 | 2.35 | 3.32 | 1.0 |
| CBD | 0.25 | 2.05 | 4.75 | 1.0 | |
| CBG | 0.10 | 1.51 | 3.96 | 0.7 | |
| CBN | 0.02 | 3.90 | 7.77 | 1.1 | |
| THCA | 10.3 | 1.80 | 3.65 | 1.3 | |
| THC | 0.84 | 1.75 | 3.25 | 0.8 | |
| CBC | 0.03 | 4.49 | 7.40 | 1.1 | |
|
| CBDA | 0.04 | 2.97 | 11.13 | 1.7 |
| CBG | 0.12 | 3.78 | 4.02 | 0.7 | |
| CBN | 0.05 | 3.17 | 8.06 | 1.4 | |
| THCA | 13.9 | 2.62 | 3.50 | 1.3 | |
| THC | 1.74 | 2.39 | 3.21 | 0.9 | |
| CBC | 0.06 | 3.63 | 6.37 | 1.0 | |
|
| CBDA | 7.81 | 1.76 | 2.69 | 0.9 |
| CBD | 1.43 | 1.51 | 2.08 | 0.6 | |
| CBG | 0.06 | 1.97 | 4.92 | 0.8 | |
| CBN | 0.06 | 4.29 | 3.96 | 0.7 | |
| THCA | 2.90 | 1.84 | 2.96 | 0.9 | |
| THC | 0.95 | 2.03 | 3.20 | 0.8 | |
| CBC | 0.09 | 3.57 | 3.53 | 0.6 | |
|
| CBDA | 6.27 | 1.61 | 4.09 | 1.4 |
| CBD | 0.70 | 1.08 | 3.48 | 0.8 | |
| CBG | 0.11 | 1.06 | 5.78 | 1.0 | |
| CBN | 0.04 | 4.94 | 4.34 | 0.7 | |
| THCA | 8.67 | 0.78 | 5.64 | 2.0 | |
| THC | 1.06 | 1.35 | 3.75 | 1.0 | |
| CBC | 0.05 | 3.50 | 3.73 | 0.6 | |
|
| CBDA | 0.04 | 4.29 | 11.67 | 1.8 |
| THCV | 0.03 | 4.26 | 5.24 | 0.8 | |
| CBG | 0.24 | 4.77 | 5.06 | 1.0 | |
| CBN | 0.15 | 2.77 | 3.43 | 0.7 | |
| THCA | 14.9 | 2.72 | 4.66 | 1.8 | |
| THC | 3.31 | 3.64 | 4.01 | 1.2 | |
| CBC | 0.05 | 7.72 | 7.80 | 1.3 | |
|
| CBDA | 8.14 | 5.84 | 5.16 | 1.8 |
| CBD | 0.56 | 4.47 | 5.28 | 1.2 | |
| CBG | 0.07 | 6.85 | 7.00 | 1.2 | |
| CBN | 0.03 | 7.64 | 6.65 | 1.0 | |
| THCA | 5.39 | 6.18 | 5.36 | 1.7 | |
| THC | 0.88 | 4.53 | 5.57 | 1.4 | |
| CBC | 0.05 | 4.20 | 5.44 | 0.9 | |
|
| CBDA | 7.95 | 7.24 | 5.94 | 2.0 |
| CBD | 0.36 | 4.74 | 5.11 | 1.1 | |
| CBG | 0.06 | 4.51 | 6.28 | 1.0 | |
| CBN | 0.06 | 3.29 | 10.87 | 1.3 | |
| THCA | 2.05 | 7.64 | 6.65 | 1.9 | |
| THC | 0.27 | 4.43 | 3.77 | 0.8 | |
| CBC | 0.03 | 2.28 | 4.47 | 0.7 |
*Cannabinoids below LOQ are not reported
Repeatability and intermediate precision for cannabinoids in Cannabis oil
| Sample ID | Cannabinoid | Concentration (mg g−1) | Repeatability (% RSD) | Intermediate precision (% RSD) | HorRat |
|---|---|---|---|---|---|
|
| CBDA | 4.95 | 0.5 | 3.1 | 0.7 |
| CBD | 0.24 | 1.2 | 2.0 | 0.3 | |
| THCA | 8.28 | 0.9 | 2.7 | 0.7 | |
| THC | 0.66 | 0.9 | 4.3 | 0.7 |
*Cannabinoids below LOQ are not reported
Recovery results for the quantitation of major cannabinoids using stinging nettle as the matrix blank (n = 3)
| CBDA | CBD | THCA | THC | |||||
|---|---|---|---|---|---|---|---|---|
| Sample ID | Conc (% w/w) | Recovery (%) | Conc (% w/w) | Recovery (%) | Conc (% w/w) | Recovery (%) | Conc (% w/w) | Recovery (%) |
| High | 3.5 | 97.7 | 1.0 | 91.3 | 3.5 | 96.1 | 1.0 | 90.7 |
| Medium | 0.4 | 92.6 | 0.4 | 95.5 | 0.4 | 90.7 | 0.4 | 96.2 |
| Low | 0.1 | 95.4 | 0.1 | 95.3 | 0.1 | 97.3 | 0.1 | 99.2 |
Method detection limit and limit of quantitation of cannabinoids in solution and their respective concentrations in dried flowers using the EPA MDL procedures
| Cannabinoid | MDL | LOQ | ||
|---|---|---|---|---|
| Conc (ppm) | Amt in sample (% w/w) | Conc (ppm) | Amt in sample (% w/w) | |
| CBDA | 0.17 | 0.01 | 0.47 | 0.03 |
| THCV | 0.19 | 0.01 | 0.53 | 0.03 |
| CBD | 1.01 | 0.06 | 2.74 | 0.17 |
| CBG | 0.31 | 0.02 | 0.84 | 0.05 |
| CBN | 0.16 | 0.01 | 0.43 | 0.03 |
| THCA | 0.26 | 0.02 | 0.69 | 0.04 |
| THC | 0.09 | 0.01 | 0.25 | 0.02 |
| CBC | 0.34 | 0.02 | 0.93 | 0.06 |