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Use of a Novel EEG-Based Objective Test, the Cognalyzer(®), in Quantifying the Strength and Determining the Action Time of Cannabis Psychoactive Effects and Factors that May Influence Them Within an Observational Study Framework
INTRODUCTION: Current methods to detect recent delta-9-tetrahydrocannabinol (THC) use cannot objectively quantify its psychoactive effects (PE). The Cognalyzer(®), an electroencephalography (EEG)-based method, detects and quantifies the strength of THC-induced PE on a scale from 0 to 100%. This stud...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Springer Healthcare
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8857346/ https://www.ncbi.nlm.nih.gov/pubmed/34727345 http://dx.doi.org/10.1007/s40120-021-00293-w |
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author | Bosnyak, Dan McDonald, Alison C. Gasperin Haaz, Israel Qi, Weikai Crowley, David C. Guthrie, Najla Evans, Malkanthi |
author_facet | Bosnyak, Dan McDonald, Alison C. Gasperin Haaz, Israel Qi, Weikai Crowley, David C. Guthrie, Najla Evans, Malkanthi |
author_sort | Bosnyak, Dan |
collection | PubMed |
description | INTRODUCTION: Current methods to detect recent delta-9-tetrahydrocannabinol (THC) use cannot objectively quantify its psychoactive effects (PE). The Cognalyzer(®), an electroencephalography (EEG)-based method, detects and quantifies the strength of THC-induced PE on a scale from 0 to 100%. This study assesses the relationship between the magnitude of Cognalyzer(®) PE predictions and reported subjective drug effects for 4-h post-cannabis inhalation. METHODS: Seventy-five participants were enrolled in the study. Prior to ad libitum cannabis inhalation, an EEG recording episode was completed. Immediately after inhalation, the Drug Effects Questionnaire (DEQ) was administered and another EEG recording performed. For 25 participants, the study ended. For 50 participants, assessments were repeated at 30-min intervals for 4 h. EEG files were blinded and analyzed using two versions of the Cognalyzer(®) algorithm. The relationship between the Cognalyzer(®) PE level results and the DEQ was assessed using generalized linear models and multiple regression. RESULTS: There were significant PE increases from pre-cannabis for up to 3.5 h. Mean reports of feeling drug effects were > 0 at all post-inhalation time points (p ≤ 0.024). Furthermore, there were significant relationships between the Cognalyzer(®) PE and self-reported perception of drug effects (p ≤ 0.001). Subgroup analysis showed that Cognalyzer(®) PE levels were impacted by cannabis use history, subjective ratings of drug effects, oral fluid THC concentration and the cannabis product inhaled. CONCLUSION: The findings show that the Cognalyzer(®) can be used to objectively determine the strength of cannabis psychoactive effects that cannabis products create on consumers and how it changes depending on their experience with cannabis. The Cognalyzer(®) can be used to conduct scientific consumer research to generate trustworthy informational material about the psychoactive experience of cannabis products. For clinical research, the Cognalyzer(®) can be used to study the pharmacodynamics of cannabinoids or delivery systems, such as nano-emulsifications. |
format | Online Article Text |
id | pubmed-8857346 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer Healthcare |
record_format | MEDLINE/PubMed |
spelling | pubmed-88573462022-02-23 Use of a Novel EEG-Based Objective Test, the Cognalyzer(®), in Quantifying the Strength and Determining the Action Time of Cannabis Psychoactive Effects and Factors that May Influence Them Within an Observational Study Framework Bosnyak, Dan McDonald, Alison C. Gasperin Haaz, Israel Qi, Weikai Crowley, David C. Guthrie, Najla Evans, Malkanthi Neurol Ther Original Research INTRODUCTION: Current methods to detect recent delta-9-tetrahydrocannabinol (THC) use cannot objectively quantify its psychoactive effects (PE). The Cognalyzer(®), an electroencephalography (EEG)-based method, detects and quantifies the strength of THC-induced PE on a scale from 0 to 100%. This study assesses the relationship between the magnitude of Cognalyzer(®) PE predictions and reported subjective drug effects for 4-h post-cannabis inhalation. METHODS: Seventy-five participants were enrolled in the study. Prior to ad libitum cannabis inhalation, an EEG recording episode was completed. Immediately after inhalation, the Drug Effects Questionnaire (DEQ) was administered and another EEG recording performed. For 25 participants, the study ended. For 50 participants, assessments were repeated at 30-min intervals for 4 h. EEG files were blinded and analyzed using two versions of the Cognalyzer(®) algorithm. The relationship between the Cognalyzer(®) PE level results and the DEQ was assessed using generalized linear models and multiple regression. RESULTS: There were significant PE increases from pre-cannabis for up to 3.5 h. Mean reports of feeling drug effects were > 0 at all post-inhalation time points (p ≤ 0.024). Furthermore, there were significant relationships between the Cognalyzer(®) PE and self-reported perception of drug effects (p ≤ 0.001). Subgroup analysis showed that Cognalyzer(®) PE levels were impacted by cannabis use history, subjective ratings of drug effects, oral fluid THC concentration and the cannabis product inhaled. CONCLUSION: The findings show that the Cognalyzer(®) can be used to objectively determine the strength of cannabis psychoactive effects that cannabis products create on consumers and how it changes depending on their experience with cannabis. The Cognalyzer(®) can be used to conduct scientific consumer research to generate trustworthy informational material about the psychoactive experience of cannabis products. For clinical research, the Cognalyzer(®) can be used to study the pharmacodynamics of cannabinoids or delivery systems, such as nano-emulsifications. Springer Healthcare 2021-11-02 /pmc/articles/PMC8857346/ /pubmed/34727345 http://dx.doi.org/10.1007/s40120-021-00293-w Text en © The Author(s) 2021 https://creativecommons.org/licenses/by-nc/4.0/Open Access This article is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License, which permits any non-commercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) . |
spellingShingle | Original Research Bosnyak, Dan McDonald, Alison C. Gasperin Haaz, Israel Qi, Weikai Crowley, David C. Guthrie, Najla Evans, Malkanthi Use of a Novel EEG-Based Objective Test, the Cognalyzer(®), in Quantifying the Strength and Determining the Action Time of Cannabis Psychoactive Effects and Factors that May Influence Them Within an Observational Study Framework |
title | Use of a Novel EEG-Based Objective Test, the Cognalyzer(®), in Quantifying the Strength and Determining the Action Time of Cannabis Psychoactive Effects and Factors that May Influence Them Within an Observational Study Framework |
title_full | Use of a Novel EEG-Based Objective Test, the Cognalyzer(®), in Quantifying the Strength and Determining the Action Time of Cannabis Psychoactive Effects and Factors that May Influence Them Within an Observational Study Framework |
title_fullStr | Use of a Novel EEG-Based Objective Test, the Cognalyzer(®), in Quantifying the Strength and Determining the Action Time of Cannabis Psychoactive Effects and Factors that May Influence Them Within an Observational Study Framework |
title_full_unstemmed | Use of a Novel EEG-Based Objective Test, the Cognalyzer(®), in Quantifying the Strength and Determining the Action Time of Cannabis Psychoactive Effects and Factors that May Influence Them Within an Observational Study Framework |
title_short | Use of a Novel EEG-Based Objective Test, the Cognalyzer(®), in Quantifying the Strength and Determining the Action Time of Cannabis Psychoactive Effects and Factors that May Influence Them Within an Observational Study Framework |
title_sort | use of a novel eeg-based objective test, the cognalyzer(®), in quantifying the strength and determining the action time of cannabis psychoactive effects and factors that may influence them within an observational study framework |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8857346/ https://www.ncbi.nlm.nih.gov/pubmed/34727345 http://dx.doi.org/10.1007/s40120-021-00293-w |
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