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Sahlem GL, Kim B, Baker NL, Wong BL, Caruso MA, Campbell LA, Kaloani I, Sherman BJ, Ford TJ, Musleh AH, Kim JP, Williams NR, Manett AJ, Kratter IH, Short EB, Killeen TK, George MS, McRae-Clark AL. A preliminary randomized controlled trial of repetitive transcranial magnetic stimulation applied to the left dorsolateral prefrontal cortex in treatment seeking participants with cannabis use disorder. Drug Alcohol Depend 2024; 254:111035. [PMID: 38043228 PMCID: PMC10837319 DOI: 10.1016/j.drugalcdep.2023.111035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/28/2023] [Revised: 11/12/2023] [Accepted: 11/14/2023] [Indexed: 12/05/2023]
Abstract
BACKGROUND Cannabis use disorder (CUD) is a common and consequential disorder. When applied to the dorsolateral prefrontal cortex (DLPFC), repetitive transcranial magnetic stimulation (rTMS) reduces craving across substance use disorders and may have therapeutic clinical effects when applied in serial-sessions. The present study sought to preliminarily determine whether serial-sessions of rTMS applied to the DLPFC had a therapeutic effect in CUD. METHODS This study was a two-site, phase-2, double-blind, randomized-controlled-trial. Seventy-two treatment-seeking participants (37.5% Women, mean age 30.2±9.9SD) with ≥moderate-CUD were randomized to active or sham rTMS (Beam-F3, 10Hz, 20-total-sessions, two-sessions-per-visit, two-visits-per-week, with cannabis cues) while undergoing a three-session motivational enhancement therapy intervention. The primary outcome was the change in craving between pre- and post- treatment (Marijuana Craving Questionnaire Short-Form-MCQ-SF). Secondary outcomes included the number of weeks of abstinence and the number of days-per-week of cannabis use during 4-weeks of follow-up. RESULTS There were no significant differences in craving between conditions. Participants who received active-rTMS reported numerically, but not significantly, more weeks of abstinence in the follow-up period than those who received sham-rTMS (15.5%-Active; 9.3%-Sham; rate ratio = 1.66 [95% CI: 0.84, 3.28]; p=0.14). Participants who received active-rTMS reported fewer days-per-week of cannabis use over the final two-weeks of the follow-up period than those receiving sham-rTMS (Active vs. Sham: -0.72; Z=-2.33, p=0.02). CONCLUSIONS This trial suggests rTMS is safe and feasible in individuals with CUD and may have a therapeutic effect on frequency of cannabis use, though further study is needed with additional rTMS-sessions and a longer follow-up period.
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Affiliation(s)
- Gregory L Sahlem
- Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, CA, USA.
| | - Bohye Kim
- Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, CA, USA
| | - Nathaniel L Baker
- Departments of Public Health Sciences, Medical University of South Carolina, Charleston, SC, USA
| | - Brendan L Wong
- Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, CA, USA
| | - Margaret A Caruso
- Department of Psychiatry, Medical University of South Carolina, Charleston, SC, USA
| | - Lauren A Campbell
- Department of Psychiatry, Medical University of South Carolina, Charleston, SC, USA
| | - Irakli Kaloani
- Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, CA, USA
| | - Brian J Sherman
- Department of Psychiatry, Medical University of South Carolina, Charleston, SC, USA
| | - Tiffany J Ford
- Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, CA, USA
| | - Ahmad H Musleh
- Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, CA, USA
| | - Jane P Kim
- Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, CA, USA
| | - Nolan R Williams
- Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, CA, USA
| | - Andrew J Manett
- Department of Psychiatry, Medical University of South Carolina, Charleston, SC, USA
| | - Ian H Kratter
- Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, CA, USA
| | - Edward B Short
- Department of Psychiatry, Medical University of South Carolina, Charleston, SC, USA
| | - Terese K Killeen
- Department of Psychiatry, Medical University of South Carolina, Charleston, SC, USA
| | - Mark S George
- Departments of Public Health Sciences, Medical University of South Carolina, Charleston, SC, USA; Ralph H. Johnson Veterans Administration Medical Center, Charleston, SC, USA
| | - Aimee L McRae-Clark
- Departments of Public Health Sciences, Medical University of South Carolina, Charleston, SC, USA; Ralph H. Johnson Veterans Administration Medical Center, Charleston, SC, USA
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Borodovsky JT, Struble CA, Habib MI, Hasin DS, Shmulewitz D, Walsh C, Livne O, Aharonovich E, Budney AJ. Exploring survey methods for measuring consumption quantities of cannabis flower and concentrate products. THE AMERICAN JOURNAL OF DRUG AND ALCOHOL ABUSE 2023; 49:733-745. [PMID: 37774316 PMCID: PMC10795727 DOI: 10.1080/00952990.2023.2246635] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/20/2023] [Accepted: 08/06/2023] [Indexed: 10/01/2023]
Abstract
Background: Researchers need accurate measurements of cannabis consumption quantities to assess risks and benefits. Survey methods for measuring cannabis flower and concentrate quantities remain underdeveloped.Objective: We examined "grams" and "hits" units for measuring flower and concentrate quantities, and calculating milligrams of THC (mgTHC).Methods: Online survey participants (n = 2,381) reported preferred unit (hits or grams), past-week hits and grams for each product, and product %THC. Quantile regression compared mgTHC between unit-preference subgroups. Hits-based mgTHC calculations assumed a universal grams-per-hit ratio (GPHR). To examine individualized GPHRs, we tested a "two-item approach," which divided total grams by total hits, and "one-item approach," which divided 0.5 grams by responses to the question: "How many total hits would it take you to finish 1/2 g of your [product] by [administration method]?"Results: Participants were primarily daily consumers (77%), 50% female sex, mean age 39.0 (SD 16.4), 85% White, 49% employed full-time. Compared to those who preferred the hits unit, those who preferred the grams unit reported consuming more hits and grams, higher %THC products, and consequently, larger median mgTHC (flower-hits mgTHC: 32 vs. 91 (95%CI: 52-67); flower-grams mgTHC: 27 vs. 113 (95%CI: 73-95); concentrate-hits mgTHC: 29 vs. 59 (95%CI: 15-43); concentrate-grams mgTHC: 61 vs. 129 (95%CI: 43-94)). "Two-item" and "one-item" approach GPHRs were similar and frequently 50% larger or smaller than the universal GPHR.Conclusion: Allowing respondents to choose "hits" or "grams" when reporting cannabis quantities does not compromise mgTHC estimates. A low-burden, one-item approach yields individualized "hit sizes" that may improve mgTHC estimates.
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Affiliation(s)
- Jacob T. Borodovsky
- Center for Technology and Behavioral Health, Dartmouth Geisel School of Medicine, 46 Centerra Pkwy, Lebanon, NH 03766, USA
- Department of Biomedical Data Science, Dartmouth Geisel School of Medicine, 1 Rope Ferry Road, Hanover, NH 03755, USA
| | - Cara A. Struble
- Center for Technology and Behavioral Health, Dartmouth Geisel School of Medicine, 46 Centerra Pkwy, Lebanon, NH 03766, USA
| | - Mohammad I. Habib
- Center for Technology and Behavioral Health, Dartmouth Geisel School of Medicine, 46 Centerra Pkwy, Lebanon, NH 03766, USA
| | - Deborah S. Hasin
- Department of Psychiatry, Columbia University Irving Medical Center, 1051 Riverside Drive, New York, NY 10032, USA
- New York State Psychiatric Institute, 1051 Riverside Drive, New York, NY 10032, USA
- Department of Epidemiology, Columbia University Mailman School of Public Health, 722 W 168 St, New York, NY 10032, USA
| | - Dvora Shmulewitz
- Department of Psychiatry, Columbia University Irving Medical Center, 1051 Riverside Drive, New York, NY 10032, USA
- New York State Psychiatric Institute, 1051 Riverside Drive, New York, NY 10032, USA
| | - Claire Walsh
- New York State Psychiatric Institute, 1051 Riverside Drive, New York, NY 10032, USA
| | - Ofir Livne
- Department of Psychiatry, Columbia University Irving Medical Center, 1051 Riverside Drive, New York, NY 10032, USA
- New York State Psychiatric Institute, 1051 Riverside Drive, New York, NY 10032, USA
| | - Efrat Aharonovich
- Department of Psychiatry, Columbia University Irving Medical Center, 1051 Riverside Drive, New York, NY 10032, USA
- New York State Psychiatric Institute, 1051 Riverside Drive, New York, NY 10032, USA
| | - Alan J. Budney
- Center for Technology and Behavioral Health, Dartmouth Geisel School of Medicine, 46 Centerra Pkwy, Lebanon, NH 03766, USA
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Peiper NC, Nelson BW, Aschbacher K, Forman-Hoffman VL. Trajectories of depression symptoms in a therapist-supported digital mental health intervention: a repeated measures latent profile analysis. Soc Psychiatry Psychiatr Epidemiol 2023; 58:1237-1246. [PMID: 36651947 PMCID: PMC9847436 DOI: 10.1007/s00127-022-02402-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/14/2022] [Accepted: 12/12/2022] [Indexed: 01/19/2023]
Abstract
PURPOSE Major depression affects 10% of the US adult population annually, contributing to significant burden and impairment. Research indicates treatment response is a non-linear process characterized by combinations of gradual changes and abrupt shifts in depression symptoms, although less is known about differential trajectories of depression symptoms in therapist-supported digital mental health interventions (DMHI). METHODS Repeated measures latent profile analysis was used to empirically identify differential trajectories based upon biweekly depression scores on the Patient Health Questionnaire-9 (PHQ-9) among patients engaging in a therapist-supported DMHI from January 2020 to July 2021. Multivariate associations between symptom trajectories with sociodemographics and clinical characteristics were examined with multinomial logistic regression. Minimal clinically important differences (MCID) were defined as a five-point change on the PHQ-9 from baseline to week 12. RESULTS The final sample included 2192 patients aged 18 to 82 (mean = 39.1). Four distinct trajectories emerged that differed by symptom severity and trajectory of depression symptoms over 12 weeks. All trajectories demonstrated reductions in symptoms. Despite meeting MCID criteria, evidence of treatment resistance was found among the trajectory with the highest symptom severity. Chronicity of major depressive episodes and lifetime trauma exposures were ubiquitous across the trajectories in a multinomial logistic regression model. CONCLUSIONS These data indicate that changes in depression symptoms during DMHI are heterogenous and non-linear, suggesting a need for precision care strategies to address treatment resistance and increase engagement. Future efforts should examine the effectiveness of trauma-informed treatment modules for DMHIs as well as protocols for continuation treatment and relapse prevention.
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Affiliation(s)
- Nicholas C Peiper
- Meru Health, Inc., 720 South B Street, Second Floor, San Mateo, CA, 94401, USA.
- Department of Epidemiology and Population Health, University of Louisville, Louisville, KY, USA.
| | - Benjamin W Nelson
- Meru Health, Inc., 720 South B Street, Second Floor, San Mateo, CA, 94401, USA
- Department of Psychology and Neuroscience, University of North Carolina Chapel Hill, Chapel Hill, NC, USA
| | - Kirstin Aschbacher
- Meru Health, Inc., 720 South B Street, Second Floor, San Mateo, CA, 94401, USA
- Department of Psychiatry, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA
| | - Valerie L Forman-Hoffman
- Meru Health, Inc., 720 South B Street, Second Floor, San Mateo, CA, 94401, USA
- Department of Epidemiology, The University of Iowa, Iowa, IA, USA
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Sahlem GL, Kim B, Baker NL, Wong BL, Caruso MA, Campbell LA, Kaloani I, Sherman BJ, Ford TJ, Musleh AH, Kim JP, Williams NR, Manett AJ, Kratter IH, Short EB, Killeen TK, George MS, McRae-Clark AL. A Preliminary Investigation Of Repetitive Transcranial Magnetic Stimulation Applied To The Left Dorsolateral Prefrontal Cortex In Treatment Seeking Participants With Cannabis Use Disorder. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.07.10.23292461. [PMID: 37503294 PMCID: PMC10370231 DOI: 10.1101/2023.07.10.23292461] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/29/2023]
Abstract
Background Cannabis use disorder (CUD) is a common and consequential disorder. When applied to the dorsolateral prefrontal cortex (DLPFC), repetitive transcranial magnetic stimulation (rTMS) reduces craving across substance use disorders and may have a therapeutic clinical effect when applied in serial sessions. The present study sought to preliminarily determine whether serial sessions of rTMS applied to the DLPFC had a therapeutic effect in CUD. Methods This study was a two-site, phase-2, double-blind, randomized-controlled-trial. Seventy-two treatment-seeking participants (37.5% Women, mean age 30.2±9.9SD) with ≥moderate-CUD were randomized to active or sham rTMS (Beam-F3, 10Hz, 20-total-sessions, with cannabis cues) while undergoing a three-session motivational enhancement therapy intervention. The primary outcome was the change in craving between pre- and post-treatment (Marijuana Craving Questionnaire Short-Form-MCQ-SF). Secondary outcomes included the number of weeks of abstinence and the number of days-per-week of cannabis use during 4-weeks of follow-up. Results There were no significant differences in craving between conditions. Participants who received active rTMS reported numerically, but not significantly, more weeks of abstinence in the follow-up period than those who received sham rTMS (15.5%-Active; 9.3%-Sham; rate ratio = 1.66 [95% CI: 0.84, 3.28]; p=0.14). Participants who received active rTMS reported fewer days-per-week of cannabis use over the final two-weeks of the follow-up period (Active vs. Sham: -0.72; Z=-2.33, p=0.02). Conclusions This trial suggests rTMS is safe and feasible in individuals with CUD and may have a therapeutic effect on frequency of cannabis use, though further study is needed with additional rTMS-sessions and a longer follow-up period.
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Affiliation(s)
- Gregory L. Sahlem
- Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, California, USA
| | - Bohye Kim
- Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, California, USA
| | - Nathaniel L. Baker
- Departments of Public Health Sciences, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Brendan L. Wong
- Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, California, USA
| | - Margaret A. Caruso
- Departments of Psychiatry, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Lauren A. Campbell
- Departments of Psychiatry, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Irakli Kaloani
- Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, California, USA
| | - Brian J. Sherman
- Departments of Psychiatry, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Tiffany J. Ford
- Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, California, USA
| | - Ahmad H. Musleh
- Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, California, USA
| | - Jane P. Kim
- Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, California, USA
| | - Nolan R. Williams
- Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, California, USA
| | - Andrew J. Manett
- Departments of Psychiatry, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Ian H. Kratter
- Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, California, USA
| | - Edward B. Short
- Departments of Psychiatry, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Terese K. Killeen
- Departments of Psychiatry, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Mark S. George
- Departments of Public Health Sciences, Medical University of South Carolina, Charleston, South Carolina, USA
- Ralph H. Johnson Veterans Administration Medical Center, Charleston, South Carolina, USA
| | - Aimee L. McRae-Clark
- Departments of Public Health Sciences, Medical University of South Carolina, Charleston, South Carolina, USA
- Ralph H. Johnson Veterans Administration Medical Center, Charleston, South Carolina, USA
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