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DeGregorio MW, Kao CJ, Wurz GT. Complexity of Translating Analytics to Recent Cannabis Use and Impairment. J AOAC Int 2024; 107:493-505. [PMID: 38410076 DOI: 10.1093/jaoacint/qsae015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2023] [Revised: 01/31/2024] [Accepted: 02/21/2024] [Indexed: 02/28/2024]
Abstract
While current analytical methodologies can readily identify cannabis use, definitively establishing recent use within the impairment window has proven to be far more complex, requiring a new approach. Recent studies have shown no direct relationship between impairment and Δ9-tetra-hydrocannabinol (Δ9-THC) concentrations in blood or saliva, making legal "per se" Δ9-THC limits scientifically unjustified. Current methods that focus on Δ9-THC and/or metabolite concentrations in blood, saliva, urine, or exhaled breath can lead to false-positive results for recent use due to the persistence of Δ9-THC well outside of the typical 3-4 h window of potential impairment following cannabis inhalation. There is also the issue of impairment due to other intoxicating substances-just because a subject exhibits signs of impairment and cannabis use is detected does not rule out the involvement of other drugs. Compounding the matter is the increasing popularity of hemp-derived cannabidiol (CBD) products following passage of the 2018 Farm Bill, which legalized industrial hemp in the United States. Many of these products contain varying levels of Δ9-THC, which can lead to false-positive tests for cannabis use. Furthermore, hemp-derived CBD is used to synthesize Δ8-THC, which possesses psychoactive properties similar to Δ9-THC and is surrounded by legal controversy. For accuracy, analytical methods must be able to distinguish the various THC isomers, which have identical masses and exhibit immunological cross-reactivity. A new testing approach has been developed based on exhaled breath and blood sampling that incorporates kinetic changes and the presence of key cannabinoids to detect recent cannabis use within the impairment window without the false-positive results seen with other methods. The complexity of determining recent cannabis use that may lead to impairment demands such a comprehensive method so that irresponsible users can be accurately detected without falsely accusing responsible users who may unjustly suffer harsh, life-changing consequences.
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Affiliation(s)
- Michael W DeGregorio
- RCU Labs, Inc., 408 Sunrise Ave, Roseville, CA 95661-4123, United States
- Professor Emeritus, University of California, Davis, One Shields Avenue, Davis, CA 95616, United States
| | - Chiao-Jung Kao
- RCU Labs, Inc., 408 Sunrise Ave, Roseville, CA 95661-4123, United States
| | - Gregory T Wurz
- RCU Labs, Inc., 408 Sunrise Ave, Roseville, CA 95661-4123, United States
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Clément P, Schlage WK, Hoeng J. Recent advances in the development of portable technologies and commercial products to detect Δ 9-tetrahydrocannabinol in biofluids: a systematic review. J Cannabis Res 2024; 6:9. [PMID: 38414071 PMCID: PMC10898188 DOI: 10.1186/s42238-024-00216-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2023] [Accepted: 01/31/2024] [Indexed: 02/29/2024] Open
Abstract
BACKGROUND The primary components driving the current commercial fascination with cannabis products are phytocannabinoids, a diverse group of over 100 lipophilic secondary metabolites derived from the cannabis plant. Although numerous phytocannabinoids exhibit pharmacological effects, the foremost attention has been directed towards Δ9-tetrahydrocannabinol (THC) and cannabidiol, the two most abundant phytocannabinoids, for their potential human applications. Despite their structural similarity, THC and cannabidiol diverge in terms of their psychotropic effects, with THC inducing notable psychological alterations. There is a clear need for accurate and rapid THC measurement methods that offer dependable, readily accessible, and cost-effective analytical information. This review presents a comprehensive view of the present state of alternative technologies that could potentially facilitate the creation of portable devices suitable for on-site usage or as personal monitors, enabling non-intrusive THC measurements. METHOD A literature survey from 2017 to 2023 on the development of portable technologies and commercial products to detect THC in biofluids was performed using electronic databases such as PubMed, Scopus, and Google Scholar. A systematic review of available literature was conducted using Preferred Reporting Items for Systematic. Reviews and Meta-analysis (PRISMA) guidelines. RESULTS Eighty-nine studies met the selection criteria. Fifty-seven peer-reviewed studies were related to the detection of THC by conventional separation techniques used in analytical laboratories that are still considered the gold standard. Studies using optical (n = 12) and electrochemical (n = 13) portable sensors and biosensors were also identified as well as commercially available devices (n = 7). DISCUSSION The landscape of THC detection technology is predominantly shaped by immunoassay tests, owing to their established reliability. However, these methods have distinct drawbacks, particularly for quantitative analysis. Electrochemical sensing technology holds great potential to overcome the challenges of quantification and present a multitude of advantages, encompassing the possibility of miniaturization and diverse modifications to amplify sensitivity and selectivity. Nevertheless, these sensors have considerable limitations, including non-specific interactions and the potential interference of compounds and substances existing in biofluids. CONCLUSION The foremost challenge in THC detection involves creating electrochemical sensors that are both stable and long-lasting while exhibiting exceptional selectivity, minimal non-specific interactions, and decreased susceptibility to matrix interferences. These aspects need to be resolved before these sensors can be successfully introduced to the market.
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Affiliation(s)
- Pierrick Clément
- Centre Suisse d'Electronique Et de Microtechnique SA (CSEM), Rue Jaquet-Droz 1, 2002, Neuchâtel, Switzerland.
| | - Walter K Schlage
- Biology Consultant, Max-Baermann-Strasse 21, 51429, Bergisch Gladbach, Germany
| | - Julia Hoeng
- Biology Consultant, Max-Baermann-Strasse 21, 51429, Bergisch Gladbach, Germany
- Vectura Fertin Pharma, C/O Jagotec AG, Messeplatz 10, 4058, Basel, Switzerland
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Brooks-Russell A, Wrobel J, Brown T, Bidwell LC, Wang GS, Steinhart B, Dooley G, Kosnett MJ. Effects of acute cannabis inhalation on reaction time, decision-making, and memory using a tablet-based application. J Cannabis Res 2024; 6:3. [PMID: 38308382 PMCID: PMC10837858 DOI: 10.1186/s42238-024-00215-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2023] [Accepted: 01/13/2024] [Indexed: 02/04/2024] Open
Abstract
BACKGROUND Acute cannabis use has been demonstrated to slow reaction time and affect decision-making and short-term memory. These effects may have utility in identifying impairment associated with recent use. However, these effects have not been widely investigated among individuals with a pattern of daily use, who may have acquired tolerance. The purpose of this study was to examine the impact of tolerance to cannabis on the acute effects as measured by reaction time, decision-making (gap acceptance), and short-term memory. METHODS Participants (ages 25-45) completed a tablet-based (iPad) test battery before and approximately 60 min after smoking cannabis flower. The change in performance from before to after cannabis use was compared across three groups of cannabis users: (1) occasional use (n = 23); (2) daily use (n = 31); or (3) no current use (n = 32). Participants in the occasional and daily use group self-administered ad libitum, by smoking or vaping, self-supplied cannabis flower with a high concentration of total THC (15-30%). RESULTS The occasional use group exhibited decrements in reaction time (slowed) and short-term memory (replicated fewer shapes) from before to after cannabis use, as compared to the no-use group. In the gap acceptance task, daily use participants took more time to complete the task post-smoking cannabis as compared to those with no use or occasional use; however, the level of accuracy did not significantly change. CONCLUSIONS The findings are consistent with acquired tolerance to certain acute psychomotor effects with daily cannabis use. The finding from the gap acceptance task which showed a decline in speed but not accuracy may indicate a prioritization of accuracy over response time. Cognitive and psychomotor assessments may have utility for identifying impairment associated with recent cannabis use.
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Affiliation(s)
- Ashley Brooks-Russell
- Injury and Violence Prevention Center, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, 13001 E. 17Th Place, Aurora, CO, 80045, USA.
| | - Julia Wrobel
- Department of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
- Department of Biostatistics and Bioinformatics, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Tim Brown
- Driving Safety Research Institute, University of Iowa, Iowa City, IA, USA
| | - L Cinnamon Bidwell
- Institute of Cognitive Science, University of Colorado, Boulder, CO, USA
| | - George Sam Wang
- Department of Pediatrics, CU School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Benjamin Steinhart
- Department of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Gregory Dooley
- Department of Environmental and Radiological Health Sciences, Colorado State University, Fort Collins, CO, USA
| | - Michael J Kosnett
- Department of Medicine, CU School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
- Department of Environmental and Occupational Health, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
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Lalwani K, Martin J, Barton E, Frazier G, Abel W. Drug driving: a secondary analysis of factors associated with driving under the influence of cannabis in Jamaica. BMJ Open 2024; 14:e078437. [PMID: 38262644 PMCID: PMC11148678 DOI: 10.1136/bmjopen-2023-078437] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/25/2024] Open
Abstract
OBJECTIVES To determine cannabis use patterns, the predictive sociodemographic correlates of driving under the influence of cannabis (DUIC) and the association between risk perception and cannabis dependence among vehicle drivers in Jamaica. DESIGN Secondary data analysis. SETTING Used the Jamaica National Drug Prevalence Survey 2016 dataset. PARTICIPANTS 1060 vehicle drivers extracted from the population sample of 4623. PRIMARY AND SECONDARY OUTCOME MEASURES Analysis used Pearson's χ2 test and logistic regression. ORs and 95% CIs were recorded. A p<0.05 was considered statistically significant. RESULTS More than 10% of Jamaican drivers admitted to DUIC in the past year. Approximately 43.3% of drivers who currently use cannabis reported DUIC only. Evidently, 86.8% of drivers who DUIC were heavy cannabis users. Approximately 30% of drivers with moderate to high-risk perception of smoking cannabis sometimes or often were dependent on cannabis. Notwithstanding, drivers with no to low-risk perception of smoking cannabis sometimes or often were significantly likelier to be dependent (p<0.001 and p<0.001, respectively). Logistic regression highlighted male drivers (OR 4.14, 95% CI 1.59 to 14.20, p=0.009) that were 34 years and under (OR 2.97, 95% CI 1.71 to 5.29, p<0.001) and were the head of the household (OR 2.22, 95% CI 1.10 to 4.75, p=0.031) and operated a machine as part of their job (OR 1.87, 95% CI 1.09 to 3.24, p=0.023) were more likely to DUIC, while those who were married (OR 0.42, 95% CI 0.22 to 0.74, p=0.004) and had achieved a tertiary-level education (OR 0.26, 95% CI 0.06 to 0.76, p=0.031) were less likely. CONCLUSIONS Two in five Jamaican drivers, who currently smoke cannabis, drive under its influence, with over 85% engaging in heavy use. Public health implications necessitate policy-makers consider mobile roadside drug testing and amending drug-driving laws to meet international standards.
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Affiliation(s)
- Kunal Lalwani
- Department of Community Health and Psychiatry, The University of the West Indies, Mona, Jamaica
| | - Jacqueline Martin
- Department of Community Health and Psychiatry, The University of the West Indies, Mona, Jamaica
| | - Everard Barton
- Department of Medicine, The University of the West Indies, Mona, Jamaica
| | - Gralyn Frazier
- Department of Economics, Western Michigan University, Kalamazoo, Michigan, USA
| | - Wendel Abel
- Department of Community Health and Psychiatry, The University of the West Indies, Mona, Jamaica
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Godbole S, Leroux A, Brooks-Russell A, Subramanian PS, Kosnett MJ, Wrobel J. A Study of Pupil Response to Light as a Digital Biomarker of Recent Cannabis Use. Digit Biomark 2024; 8:83-92. [PMID: 38682092 PMCID: PMC11052563 DOI: 10.1159/000538561] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2023] [Accepted: 03/23/2024] [Indexed: 05/01/2024] Open
Abstract
Introduction Given the traffic safety and occupational injury prevention implications associated with cannabis impairment, there is a need for objective and validated measures of recent cannabis use. Pupillary light response may offer an approach for detection. Method Eighty-four participants (mean age: 32, 42% female) with daily, occasional, and no-use cannabis use histories participated in pupillary light response tests before and after smoking cannabis ad libitum or relaxing for 15 min (no use). The impact of recent cannabis consumption on trajectories of the pupillary light response was modeled using functional data analysis tools. Logistic regression models for detecting recent cannabis use were compared, and average pupil trajectories across cannabis use groups and times since light test administration were estimated. Results Models revealed small, significant differences in pupil response to light after cannabis use comparing the occasional use group to the no-use control group, and similar statistically significant differences in pupil response patterns comparing the daily use group to the no-use comparison group. Trajectories of pupillary light response estimated using functional data analysis found that acute cannabis smoking was associated with less initial and sustained pupil constriction compared to no cannabis smoking. Conclusion These analyses show the promise of pairing pupillary light response and functional data analysis methods to assess recent cannabis use.
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Affiliation(s)
- Suneeta Godbole
- Department of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Andrew Leroux
- Department of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Ashley Brooks-Russell
- Injury and Violence Prevention Center, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Prem S. Subramanian
- Departments of Ophthalmology, Neurology, and Neurosurgery, Sue Anschutz-Rodgers Eye Center, CU School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
- Department of Surgery, Uniformed Services University of the Health Sciences, Bethesda, MD, USA
| | - Michael J. Kosnett
- Department of Medicine, University of Colorado School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
- Department of Environmental and Occupational Health, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Julia Wrobel
- Department of Biostatistics and Bioinformatics, Emory University, Atlanta, GA, USA
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Wightman RS, Metrik J, Lin TR, Li Y, Badea A, Almeida R, Collins AB, Beaudoin FL. Cannabis Use Patterns and Whole-Blood Cannabinoid Profiles of Emergency Department Patients With Suspected Cannabinoid Hyperemesis Syndrome. Ann Emerg Med 2023; 82:121-130. [PMID: 37479395 PMCID: PMC10363750 DOI: 10.1016/j.annemergmed.2023.03.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2022] [Revised: 02/17/2023] [Accepted: 03/03/2023] [Indexed: 07/23/2023]
Abstract
STUDY OBJECTIVES The objectives of this study were to characterize the detailed cannabis use patterns (eg, frequency, mode, and product) and determine the differences in the whole-blood cannabinoid profiles during symptomatic versus asymptomatic periods of participants with suspected cannabinoid hyperemesis syndrome recruited from the emergency department (ED) during a symptomatic episode. METHODS This is a prospective observational cohort study of participants with symptomatic cyclic vomiting onset after chronic cannabis use. Standardized assessments were conducted to evaluate for lifetime and recent cannabis use, cannabis use disorder, and cannabis withdrawal symptoms. Quantitative whole-blood cannabinoid testing was performed at 2 times, first when symptomatic (ie, baseline) and at least 2 weeks after the ED visit when asymptomatic. The differences in cannabinoid concentrations were compared between symptomatic and asymptomatic testing. The study was conducted from September 2021 to August 2022. RESULTS There was a difference observed between delta-9-tetrahydrocannabinol metabolites, but not the parent compound during symptomatic episodes and asymptomatic periods. Most participants (84%) reported using cannabis > once per day (median 3 times per day on weekdays, 4 times per day on weekends). Hazardous cannabis use was universal among participants; the mean cannabis withdrawal discomfort score was 13, indicating clinically significant rates of cannabis withdrawal symptoms with cessation of use. Most participants (79%) previously tried to stop cannabis use, but a few (13%) of them had sought treatment. CONCLUSION Patients presenting to the ED with cannabinoid hyperemesis syndrome have high cannabis use disorder scores. Further studies are needed to better understand the influence of THC metabolism and concentrations on symptomatic cyclic vomiting.
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Affiliation(s)
- Rachel S Wightman
- Department of Emergency Medicine, Warren Alpert Medical School of Brown University, Providence, RI; Department of Epidemiology, School of Public Health at Brown University, Providence, RI.
| | - Jane Metrik
- Center for Alcohol and Addiction Studies, Brown University, School of Public Health, Providence, RI; Providence VA Medical Center, Providence, RI
| | | | - Yu Li
- Department of Epidemiology, School of Public Health at Brown University, Providence, RI
| | - Adina Badea
- Department of Pathology and Laboratory Medicine, Lifespan Academic Medical Center, Rhode Island Hospital, Warren Alpert Medical School of Brown University, Providence, RI
| | - Robert Almeida
- Forensic Toxicology Laboratory, Department of Health, Rhode Island, Providence, RI
| | - Alexandra B Collins
- Department of Epidemiology, School of Public Health at Brown University, Providence, RI
| | - Francesca L Beaudoin
- Department of Epidemiology, School of Public Health at Brown University, Providence, RI
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Brooks-Russell A, Holdman R, Whitehill JM. Approaches to Measuring Cannabis Use in Injury Research: Beyond Drug Detection. CURR EPIDEMIOL REP 2022. [DOI: 10.1007/s40471-022-00314-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
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Huang D, Forbes CR, Garg NK, Darzi ER. A Cannabinoid Fuel Cell Capable of Producing Current by Oxidizing Δ 9-Tetrahydrocannabinol. Org Lett 2022; 24:6705-6710. [PMID: 36094349 DOI: 10.1021/acs.orglett.2c02289] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
We report the development of a current-producing H-Cell that relies on the oxidation of Δ9-tetrahydrocannabinol (THC), which is the primary psychoactive ingredient in marijuana. We found through systematic investigation of several variables that power densities could be improved 5-fold. Moreover, a real-time signal in a rudimentary THC sensor was observed at varying concentrations of THC. Given the growing societal interest in the detection of THC, our studies lay the foundation for the development of a marijuana breathalyzer.
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Affiliation(s)
- Di Huang
- ElectraTect, Inc. 850 N. Fifth Street, Suite 406, Phoenix, Arizona 85004, United States
| | - Christina R Forbes
- ElectraTect, Inc. 850 N. Fifth Street, Suite 406, Phoenix, Arizona 85004, United States
| | - Neil K Garg
- Department of Chemistry and Biochemistry, University of California, Los Angeles, California 90095, United States
| | - Evan R Darzi
- ElectraTect, Inc. 850 N. Fifth Street, Suite 406, Phoenix, Arizona 85004, United States
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Examining impairment and kinetic patterns associated with recent use of hemp-derived Δ 8-tetrahydrocannabinol: case studies. J Cannabis Res 2022; 4:36. [PMID: 35799289 PMCID: PMC9261056 DOI: 10.1186/s42238-022-00146-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2021] [Accepted: 06/24/2022] [Indexed: 12/02/2022] Open
Abstract
Background As a result of the legalization of U.S. industrial hemp production in late 2018, products containing hemp-derived Δ8-tetrahydrocannabinol (Δ8-THC) are increasing in popularity. Little, however, is known regarding Δ8-THC’s impairment potential and the associated impacts on roadway and workplace safety, and testing for Δ8-THC is not yet common. The present study explored impairment patterns and cannabinoid kinetics associated with recent use of Δ8-THC. Methods Hemp-derived Δ8-THC concentrate was administered by vaporization ad libitum to three male frequent cannabis users aged 23–25 years. In addition to self-assessments of impairment using a 10-point scale, horizontal gaze nystagmus (HGN) was evaluated in each subject as a physical means of assessing impairment before and after vaporization. To examine cannabinoid kinetic patterns, exhaled breath and capillary blood samples were collected prior to vaporization up to 180 min post-vaporization and analyzed by liquid chromatography high-resolution mass spectrometry for cannabinoid content using validated methods. The impairment and cannabinoid kinetic results were then compared to analogous results obtained from the same three subjects after they had smoked a ∆9-THC cannabis cigarette ad libitum in a previous study to determine whether any similarities existed. Results Patterns of impairment after vaporizing Δ8-THC were similar to those observed after smoking cannabis, with self-assessed impairment peaking within the first hour after use, and then declining to zero by 3 h post-use. Likewise, HGN was observed only after vaporizing, and by 3 h post-vaporization, evidence of HGN had dissipated. Cannabinoid kinetic patterns observed after vaporizing Δ8-THC (short ∆8-THC half-lives of 5.2 to 11.2 min at 20 min post-vaporization, presence of key cannabinoids cannabichromene, cannabigerol, and tetrahydrocannabivarin, and breath/blood Δ8-THC ratios > 2 within the first hour post-vaporization) were also analogous to those observed for ∆9-THC and the same key cannabinoids within the first hour after the same subjects had smoked cannabis in the previous study. Conclusions Hemp-derived Δ8-THC and Δ9-THC from cannabis display similar impairment profiles, suggesting that recent use of Δ8-THC products may carry the same risks as cannabis products. Standard testing methods need to incorporate this emerging, hemp-derived cannabinoid.
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