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Schepis TS, Veliz PT, McCabe VV, Werner KS, Pasman E, Wilens TE, McCabe SE. Severity of stimulant use disorder by psychostimulant type and polystimulant use pattern. Exp Clin Psychopharmacol 2025; 33:275-284. [PMID: 40014513 PMCID: PMC12097928 DOI: 10.1037/pha0000761] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/01/2025]
Abstract
Psychostimulant misuse and use disorders are major drivers of morbidity and fatal overdose in the United States, but little is known about how differences in psychostimulant use patterns relate to Diagnostic and Statistical Manual, Diagnostic and Statistical Manual of Mental Disorders, 4th edition and Diagnostic and Statistical Manual of Mental Disorders, 5th edition (DSM-5) stimulant substance use disorder (SUD) profiles. We used nationally representative U.S. data to assess the links between polystimulant use patterns and stimulant SUD prevalence, symptom counts, and DSM-5 stimulant SUD severity. Data were from the 2015-2019 and 2020 National Survey on Drug Use and Health. Participants (n = 282,786) were grouped by past-year psychostimulant use patterns: (a) nonmedical use of prescription stimulants (NUPS) only; (b) cocaine-only; (c) methamphetamine-only; and (d) polystimulant use. Analyses comparing groups used logistic regressions for prevalence of past-year Diagnostic and Statistical Manual of Mental Disorders, 4th edition (2015-2019 and 2020) and DSM-5 (2020 only) stimulant SUD, negative binomial regressions for stimulant SUD symptom counts, and multinomial regressions for DSM-5 stimulant SUD severity. Those with past-year methamphetamine-only or polystimulant use had significantly higher Diagnostic and Statistical Manual of Mental Disorders, 4th edition and DSM-5 prevalence rates, symptom counts, and DSM-5 severities of stimulant SUD than those with NUPS or cocaine use only. Depending on Diagnostic and Statistical Manual of Mental Disorders version, 34%-47% of those engaged in polystimulant use and 48%-54% of those with methamphetamine use only met criteria for a stimulant SUD, versus 9%-17% for NUPS-only and 16%-24% for cocaine-only. For 2020, roughly two thirds of those with methamphetamine-only use had stimulant SUD symptoms. Individuals with methamphetamine and/or polystimulant use may have different service needs than those with NUPS or cocaine use only. (PsycInfo Database Record (c) 2025 APA, all rights reserved).
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Affiliation(s)
- Ty S. Schepis
- Center for the Study of Drugs, Alcohol, Smoking and Health (DASH Center), Department of Health Behavior and Biological Sciences, School of Nursing, University of Michigan, Ann Arbor, Michigan
- Department of Psychology, Texas State University, San Marcos, Texas
| | - Philip T. Veliz
- Center for the Study of Drugs, Alcohol, Smoking and Health (DASH Center), Department of Health Behavior and Biological Sciences, School of Nursing, University of Michigan, Ann Arbor, Michigan
- Institute for Social Research, University of Michigan, Ann Arbor, Michigan
- Institute for Research on Women and Gender, University of Michigan, Ann Arbor, Michigan
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, Michigan
| | - Vita V. McCabe
- Center for the Study of Drugs, Alcohol, Smoking and Health (DASH Center), Department of Health Behavior and Biological Sciences, School of Nursing, University of Michigan, Ann Arbor, Michigan
- Department of Psychiatry, University of Michigan, Ann Arbor, Michigan
| | - Kennedy S. Werner
- Center for the Study of Drugs, Alcohol, Smoking and Health (DASH Center), Department of Health Behavior and Biological Sciences, School of Nursing, University of Michigan, Ann Arbor, Michigan
- Department of Psychiatry, University of Michigan, Ann Arbor, Michigan
| | - Emily Pasman
- Center for the Study of Drugs, Alcohol, Smoking and Health (DASH Center), Department of Health Behavior and Biological Sciences, School of Nursing, University of Michigan, Ann Arbor, Michigan
| | - Timothy E. Wilens
- Center for the Study of Drugs, Alcohol, Smoking and Health (DASH Center), Department of Health Behavior and Biological Sciences, School of Nursing, University of Michigan, Ann Arbor, Michigan
- Department of Psychiatry, Massachusetts General Hospital, Boston, Massachusetts
- Harvard Medical School, Harvard University, Boston, Massachusetts
| | - Sean Esteban McCabe
- Center for the Study of Drugs, Alcohol, Smoking and Health (DASH Center), Department of Health Behavior and Biological Sciences, School of Nursing, University of Michigan, Ann Arbor, Michigan
- Institute for Social Research, University of Michigan, Ann Arbor, Michigan
- Institute for Research on Women and Gender, University of Michigan, Ann Arbor, Michigan
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, Michigan
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Tang VM, Aaronson S, Abdelghani M, Baeken C, Barbour T, Brunoni AR, Bulteau S, Carpenter LL, Croarkin PE, Daskalakis ZJ, Fitzgerald PB, Kozel FA, Le Foll B, Mehta UM, Noda Y, Padberg F, Plewnia C, Su H, van Eijndhoven P, van Exel E, van Oostrom I, Vila-Rodriguez F, Voineskos D, Wilson S, Blumberger DM. Assessment and Management of Concurrent Substance Use in Patients Receiving Repetitive Transcranial Magnetic Stimulation for Depressive, Obsessive-Compulsive, Psychotic, and Trauma-Related Disorders: A Delphi Consensus Study and Guideline. Am J Psychiatry 2025; 182:438-451. [PMID: 40103354 DOI: 10.1176/appi.ajp.20240403] [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: 03/20/2025]
Abstract
OBJECTIVE Limited data are available to inform clinicians on how to manage concurrent substance use in the context of repetitive transcranial magnetic stimulation (rTMS) for the treatment of depressive, obsessive-compulsive, psychotic, or trauma-related disorders. The authors convened an international panel of 24 rTMS experts, representative of different geographic regions and subspecialities, and created a consensus guideline for clinicians and researchers on approaches to concurrent substance use in patients receiving rTMS as treatment for primary psychiatric disorders. METHODS A Delphi method survey and expert opinion elicited over consecutive rounds of surveys were used, with feedback and discussion after each round. Recommendation statements were established upon very high (≥80%) agreement. RESULTS Three rounds of surveys and feedback were sufficient to reach a consensus for most topics; where consensus could not be reached, the panel discussed limitations in the current evidence base. Informed by a synthesis of the literature and practice-based evidence, the expert panel provides several consensus recommendations on the topics of screening, monitoring, risk assessment, and mitigation associated with various degrees of substance use, and specific considerations for alcohol, cannabis, stimulants, and opioids. Instead of excluding all people who use substances, a nuanced approach should be taken based on an assessment of risk factors for clinical instability and severity of use. The most important safety risk with substance use is the presence of intoxication or withdrawal states, with the most data supporting seizure risk in unstable alcohol or nonmedical stimulant use. Although there is no evidence of reduced rTMS efficacy for a psychiatric disorder in the presence of concurrent substance use, the lack of data in this area warrants caution. CONCLUSIONS These recommendations can be readily implemented clinically and provide a framework for future research. In patients receiving rTMS for a primary psychiatric disorder, assessment and management of co-occurring substance use is complex, requiring greater attention, standardization, and further study.
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Affiliation(s)
- Victor M Tang
- Temerty Faculty of Medicine, University of Toronto, Toronto (Tang, Le Foll, Voineskos, Blumberger), and the Centre for Addiction and Mental Health, Toronto (Tang, Le Foll, Voineskos, Blumberger); Institute for Advanced Diagnostics and Therapeutics, Sheppard Pratt, Baltimore, and Department of Psychiatry, University of Maryland School of Medicine, Baltimore (Aaronson); Camden and Islington NHS Foundation Trust, London (Abdelghani); Faculty of Medicine and Health Sciences, Department of Head and Skin, Ghent Experimental Psychiatry Lab, Ghent University, Ghent, Belgium (Baeken); Department of Psychiatry, Universitair Ziekenhuis Brussel, Vrije Universiteit Brussel, Brussels (Baeken); Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, the Netherlands (Baeken); Department of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Boston (Barbour); Departamento de Clínica Médica, Faculdade de Medicina da Universidade de São Paulo; Instituto de Psiquiatria do Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo, São Paulo (Brunoni); CHU Nantes Department of Addictology and Psychiatry, U1246 SPHERE INSERM, Nantes University, Nantes, France (Bulteau); Butler Hospital, Department of Psychiatry and Human Behavior, Alpert Medical School at Brown University, Providence, RI (Carpenter); Mayo Clinic College of Medicine and Science, Rochester, MN (Croarkin); Department of Psychiatry, UC San Diego Health, La Jolla (Daskalakis); School of Medicine and Psychology, Australian National University, Canberra (Fitzgerald); FSU Neuromodulation, Department of Behavioral Sciences and Social Medicine, College of Medicine, Florida State University, Tallahassee (Kozel); Waypoint Research Institute, Waypoint Centre for Mental Health Care, Penetanguishene, Ontario (Le Foll); Department of Psychiatry, National Institute of Mental Health and Neurosciences, and National Institute of Advanced Studies, Bangalore, India (Mehta); Department of Neuropsychiatry, Keio University School of Medicine, Tokyo (Noda); Department of Psychiatry and Psychotherapy, LMU University Hospital, Munich (Padberg); German Center for Mental Health, Tübingen (Padberg, Plewnia); Department of Psychiatry and Psychotherapy, University of Tübingen, Tübingen, Germany (Plewnia); Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai (Su); Department of Psychiatry, Radboud University Medical Center, Donders Institute for Brain, Cognition, and Behavior, Nijmegen, the Netherlands (van Eijndhoven); Department of Psychiatry, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam (van Exel); Old Age Psychiatry, GGZinGeest, Amsterdam (van Exel); Amsterdam Neuroscience, Amsterdam (van Exel); Neurocare Clinics, Nijmegen, the Netherlands (van Oostrom); Spanish Consortium of Biomedical Research in Epidemiology and Public Health (CIBERESP), Madrid, and Health Technology Assessment in Primary Care and Mental Health Research Group (PRISMA), Barcelona (Vila-Rodriguez); School of Biomedical Engineering, University of British Columbia, Vancouver (Vila-Rodriguez); Poul Hansen Family Centre for Depression, Toronto Western Hospital, UHN and Krembil Research Institute, Toronto Western Hospital, University Health Network, Toronto (Voineskos); Temerty Centre for Therapeutic Brain Intervention, Centre for Addiction and Mental Health, Toronto (Voineskos, Blumberger); Department of Psychiatry and Behavioral Sciences, University of Minnesota-Twin Cities, Minneapolis (Wilson)
| | - Scott Aaronson
- Temerty Faculty of Medicine, University of Toronto, Toronto (Tang, Le Foll, Voineskos, Blumberger), and the Centre for Addiction and Mental Health, Toronto (Tang, Le Foll, Voineskos, Blumberger); Institute for Advanced Diagnostics and Therapeutics, Sheppard Pratt, Baltimore, and Department of Psychiatry, University of Maryland School of Medicine, Baltimore (Aaronson); Camden and Islington NHS Foundation Trust, London (Abdelghani); Faculty of Medicine and Health Sciences, Department of Head and Skin, Ghent Experimental Psychiatry Lab, Ghent University, Ghent, Belgium (Baeken); Department of Psychiatry, Universitair Ziekenhuis Brussel, Vrije Universiteit Brussel, Brussels (Baeken); Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, the Netherlands (Baeken); Department of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Boston (Barbour); Departamento de Clínica Médica, Faculdade de Medicina da Universidade de São Paulo; Instituto de Psiquiatria do Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo, São Paulo (Brunoni); CHU Nantes Department of Addictology and Psychiatry, U1246 SPHERE INSERM, Nantes University, Nantes, France (Bulteau); Butler Hospital, Department of Psychiatry and Human Behavior, Alpert Medical School at Brown University, Providence, RI (Carpenter); Mayo Clinic College of Medicine and Science, Rochester, MN (Croarkin); Department of Psychiatry, UC San Diego Health, La Jolla (Daskalakis); School of Medicine and Psychology, Australian National University, Canberra (Fitzgerald); FSU Neuromodulation, Department of Behavioral Sciences and Social Medicine, College of Medicine, Florida State University, Tallahassee (Kozel); Waypoint Research Institute, Waypoint Centre for Mental Health Care, Penetanguishene, Ontario (Le Foll); Department of Psychiatry, National Institute of Mental Health and Neurosciences, and National Institute of Advanced Studies, Bangalore, India (Mehta); Department of Neuropsychiatry, Keio University School of Medicine, Tokyo (Noda); Department of Psychiatry and Psychotherapy, LMU University Hospital, Munich (Padberg); German Center for Mental Health, Tübingen (Padberg, Plewnia); Department of Psychiatry and Psychotherapy, University of Tübingen, Tübingen, Germany (Plewnia); Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai (Su); Department of Psychiatry, Radboud University Medical Center, Donders Institute for Brain, Cognition, and Behavior, Nijmegen, the Netherlands (van Eijndhoven); Department of Psychiatry, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam (van Exel); Old Age Psychiatry, GGZinGeest, Amsterdam (van Exel); Amsterdam Neuroscience, Amsterdam (van Exel); Neurocare Clinics, Nijmegen, the Netherlands (van Oostrom); Spanish Consortium of Biomedical Research in Epidemiology and Public Health (CIBERESP), Madrid, and Health Technology Assessment in Primary Care and Mental Health Research Group (PRISMA), Barcelona (Vila-Rodriguez); School of Biomedical Engineering, University of British Columbia, Vancouver (Vila-Rodriguez); Poul Hansen Family Centre for Depression, Toronto Western Hospital, UHN and Krembil Research Institute, Toronto Western Hospital, University Health Network, Toronto (Voineskos); Temerty Centre for Therapeutic Brain Intervention, Centre for Addiction and Mental Health, Toronto (Voineskos, Blumberger); Department of Psychiatry and Behavioral Sciences, University of Minnesota-Twin Cities, Minneapolis (Wilson)
| | - Mohamed Abdelghani
- Temerty Faculty of Medicine, University of Toronto, Toronto (Tang, Le Foll, Voineskos, Blumberger), and the Centre for Addiction and Mental Health, Toronto (Tang, Le Foll, Voineskos, Blumberger); Institute for Advanced Diagnostics and Therapeutics, Sheppard Pratt, Baltimore, and Department of Psychiatry, University of Maryland School of Medicine, Baltimore (Aaronson); Camden and Islington NHS Foundation Trust, London (Abdelghani); Faculty of Medicine and Health Sciences, Department of Head and Skin, Ghent Experimental Psychiatry Lab, Ghent University, Ghent, Belgium (Baeken); Department of Psychiatry, Universitair Ziekenhuis Brussel, Vrije Universiteit Brussel, Brussels (Baeken); Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, the Netherlands (Baeken); Department of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Boston (Barbour); Departamento de Clínica Médica, Faculdade de Medicina da Universidade de São Paulo; Instituto de Psiquiatria do Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo, São Paulo (Brunoni); CHU Nantes Department of Addictology and Psychiatry, U1246 SPHERE INSERM, Nantes University, Nantes, France (Bulteau); Butler Hospital, Department of Psychiatry and Human Behavior, Alpert Medical School at Brown University, Providence, RI (Carpenter); Mayo Clinic College of Medicine and Science, Rochester, MN (Croarkin); Department of Psychiatry, UC San Diego Health, La Jolla (Daskalakis); School of Medicine and Psychology, Australian National University, Canberra (Fitzgerald); FSU Neuromodulation, Department of Behavioral Sciences and Social Medicine, College of Medicine, Florida State University, Tallahassee (Kozel); Waypoint Research Institute, Waypoint Centre for Mental Health Care, Penetanguishene, Ontario (Le Foll); Department of Psychiatry, National Institute of Mental Health and Neurosciences, and National Institute of Advanced Studies, Bangalore, India (Mehta); Department of Neuropsychiatry, Keio University School of Medicine, Tokyo (Noda); Department of Psychiatry and Psychotherapy, LMU University Hospital, Munich (Padberg); German Center for Mental Health, Tübingen (Padberg, Plewnia); Department of Psychiatry and Psychotherapy, University of Tübingen, Tübingen, Germany (Plewnia); Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai (Su); Department of Psychiatry, Radboud University Medical Center, Donders Institute for Brain, Cognition, and Behavior, Nijmegen, the Netherlands (van Eijndhoven); Department of Psychiatry, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam (van Exel); Old Age Psychiatry, GGZinGeest, Amsterdam (van Exel); Amsterdam Neuroscience, Amsterdam (van Exel); Neurocare Clinics, Nijmegen, the Netherlands (van Oostrom); Spanish Consortium of Biomedical Research in Epidemiology and Public Health (CIBERESP), Madrid, and Health Technology Assessment in Primary Care and Mental Health Research Group (PRISMA), Barcelona (Vila-Rodriguez); School of Biomedical Engineering, University of British Columbia, Vancouver (Vila-Rodriguez); Poul Hansen Family Centre for Depression, Toronto Western Hospital, UHN and Krembil Research Institute, Toronto Western Hospital, University Health Network, Toronto (Voineskos); Temerty Centre for Therapeutic Brain Intervention, Centre for Addiction and Mental Health, Toronto (Voineskos, Blumberger); Department of Psychiatry and Behavioral Sciences, University of Minnesota-Twin Cities, Minneapolis (Wilson)
| | - Chris Baeken
- Temerty Faculty of Medicine, University of Toronto, Toronto (Tang, Le Foll, Voineskos, Blumberger), and the Centre for Addiction and Mental Health, Toronto (Tang, Le Foll, Voineskos, Blumberger); Institute for Advanced Diagnostics and Therapeutics, Sheppard Pratt, Baltimore, and Department of Psychiatry, University of Maryland School of Medicine, Baltimore (Aaronson); Camden and Islington NHS Foundation Trust, London (Abdelghani); Faculty of Medicine and Health Sciences, Department of Head and Skin, Ghent Experimental Psychiatry Lab, Ghent University, Ghent, Belgium (Baeken); Department of Psychiatry, Universitair Ziekenhuis Brussel, Vrije Universiteit Brussel, Brussels (Baeken); Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, the Netherlands (Baeken); Department of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Boston (Barbour); Departamento de Clínica Médica, Faculdade de Medicina da Universidade de São Paulo; Instituto de Psiquiatria do Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo, São Paulo (Brunoni); CHU Nantes Department of Addictology and Psychiatry, U1246 SPHERE INSERM, Nantes University, Nantes, France (Bulteau); Butler Hospital, Department of Psychiatry and Human Behavior, Alpert Medical School at Brown University, Providence, RI (Carpenter); Mayo Clinic College of Medicine and Science, Rochester, MN (Croarkin); Department of Psychiatry, UC San Diego Health, La Jolla (Daskalakis); School of Medicine and Psychology, Australian National University, Canberra (Fitzgerald); FSU Neuromodulation, Department of Behavioral Sciences and Social Medicine, College of Medicine, Florida State University, Tallahassee (Kozel); Waypoint Research Institute, Waypoint Centre for Mental Health Care, Penetanguishene, Ontario (Le Foll); Department of Psychiatry, National Institute of Mental Health and Neurosciences, and National Institute of Advanced Studies, Bangalore, India (Mehta); Department of Neuropsychiatry, Keio University School of Medicine, Tokyo (Noda); Department of Psychiatry and Psychotherapy, LMU University Hospital, Munich (Padberg); German Center for Mental Health, Tübingen (Padberg, Plewnia); Department of Psychiatry and Psychotherapy, University of Tübingen, Tübingen, Germany (Plewnia); Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai (Su); Department of Psychiatry, Radboud University Medical Center, Donders Institute for Brain, Cognition, and Behavior, Nijmegen, the Netherlands (van Eijndhoven); Department of Psychiatry, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam (van Exel); Old Age Psychiatry, GGZinGeest, Amsterdam (van Exel); Amsterdam Neuroscience, Amsterdam (van Exel); Neurocare Clinics, Nijmegen, the Netherlands (van Oostrom); Spanish Consortium of Biomedical Research in Epidemiology and Public Health (CIBERESP), Madrid, and Health Technology Assessment in Primary Care and Mental Health Research Group (PRISMA), Barcelona (Vila-Rodriguez); School of Biomedical Engineering, University of British Columbia, Vancouver (Vila-Rodriguez); Poul Hansen Family Centre for Depression, Toronto Western Hospital, UHN and Krembil Research Institute, Toronto Western Hospital, University Health Network, Toronto (Voineskos); Temerty Centre for Therapeutic Brain Intervention, Centre for Addiction and Mental Health, Toronto (Voineskos, Blumberger); Department of Psychiatry and Behavioral Sciences, University of Minnesota-Twin Cities, Minneapolis (Wilson)
| | - Tracy Barbour
- Temerty Faculty of Medicine, University of Toronto, Toronto (Tang, Le Foll, Voineskos, Blumberger), and the Centre for Addiction and Mental Health, Toronto (Tang, Le Foll, Voineskos, Blumberger); Institute for Advanced Diagnostics and Therapeutics, Sheppard Pratt, Baltimore, and Department of Psychiatry, University of Maryland School of Medicine, Baltimore (Aaronson); Camden and Islington NHS Foundation Trust, London (Abdelghani); Faculty of Medicine and Health Sciences, Department of Head and Skin, Ghent Experimental Psychiatry Lab, Ghent University, Ghent, Belgium (Baeken); Department of Psychiatry, Universitair Ziekenhuis Brussel, Vrije Universiteit Brussel, Brussels (Baeken); Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, the Netherlands (Baeken); Department of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Boston (Barbour); Departamento de Clínica Médica, Faculdade de Medicina da Universidade de São Paulo; Instituto de Psiquiatria do Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo, São Paulo (Brunoni); CHU Nantes Department of Addictology and Psychiatry, U1246 SPHERE INSERM, Nantes University, Nantes, France (Bulteau); Butler Hospital, Department of Psychiatry and Human Behavior, Alpert Medical School at Brown University, Providence, RI (Carpenter); Mayo Clinic College of Medicine and Science, Rochester, MN (Croarkin); Department of Psychiatry, UC San Diego Health, La Jolla (Daskalakis); School of Medicine and Psychology, Australian National University, Canberra (Fitzgerald); FSU Neuromodulation, Department of Behavioral Sciences and Social Medicine, College of Medicine, Florida State University, Tallahassee (Kozel); Waypoint Research Institute, Waypoint Centre for Mental Health Care, Penetanguishene, Ontario (Le Foll); Department of Psychiatry, National Institute of Mental Health and Neurosciences, and National Institute of Advanced Studies, Bangalore, India (Mehta); Department of Neuropsychiatry, Keio University School of Medicine, Tokyo (Noda); Department of Psychiatry and Psychotherapy, LMU University Hospital, Munich (Padberg); German Center for Mental Health, Tübingen (Padberg, Plewnia); Department of Psychiatry and Psychotherapy, University of Tübingen, Tübingen, Germany (Plewnia); Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai (Su); Department of Psychiatry, Radboud University Medical Center, Donders Institute for Brain, Cognition, and Behavior, Nijmegen, the Netherlands (van Eijndhoven); Department of Psychiatry, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam (van Exel); Old Age Psychiatry, GGZinGeest, Amsterdam (van Exel); Amsterdam Neuroscience, Amsterdam (van Exel); Neurocare Clinics, Nijmegen, the Netherlands (van Oostrom); Spanish Consortium of Biomedical Research in Epidemiology and Public Health (CIBERESP), Madrid, and Health Technology Assessment in Primary Care and Mental Health Research Group (PRISMA), Barcelona (Vila-Rodriguez); School of Biomedical Engineering, University of British Columbia, Vancouver (Vila-Rodriguez); Poul Hansen Family Centre for Depression, Toronto Western Hospital, UHN and Krembil Research Institute, Toronto Western Hospital, University Health Network, Toronto (Voineskos); Temerty Centre for Therapeutic Brain Intervention, Centre for Addiction and Mental Health, Toronto (Voineskos, Blumberger); Department of Psychiatry and Behavioral Sciences, University of Minnesota-Twin Cities, Minneapolis (Wilson)
| | - André R Brunoni
- Temerty Faculty of Medicine, University of Toronto, Toronto (Tang, Le Foll, Voineskos, Blumberger), and the Centre for Addiction and Mental Health, Toronto (Tang, Le Foll, Voineskos, Blumberger); Institute for Advanced Diagnostics and Therapeutics, Sheppard Pratt, Baltimore, and Department of Psychiatry, University of Maryland School of Medicine, Baltimore (Aaronson); Camden and Islington NHS Foundation Trust, London (Abdelghani); Faculty of Medicine and Health Sciences, Department of Head and Skin, Ghent Experimental Psychiatry Lab, Ghent University, Ghent, Belgium (Baeken); Department of Psychiatry, Universitair Ziekenhuis Brussel, Vrije Universiteit Brussel, Brussels (Baeken); Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, the Netherlands (Baeken); Department of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Boston (Barbour); Departamento de Clínica Médica, Faculdade de Medicina da Universidade de São Paulo; Instituto de Psiquiatria do Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo, São Paulo (Brunoni); CHU Nantes Department of Addictology and Psychiatry, U1246 SPHERE INSERM, Nantes University, Nantes, France (Bulteau); Butler Hospital, Department of Psychiatry and Human Behavior, Alpert Medical School at Brown University, Providence, RI (Carpenter); Mayo Clinic College of Medicine and Science, Rochester, MN (Croarkin); Department of Psychiatry, UC San Diego Health, La Jolla (Daskalakis); School of Medicine and Psychology, Australian National University, Canberra (Fitzgerald); FSU Neuromodulation, Department of Behavioral Sciences and Social Medicine, College of Medicine, Florida State University, Tallahassee (Kozel); Waypoint Research Institute, Waypoint Centre for Mental Health Care, Penetanguishene, Ontario (Le Foll); Department of Psychiatry, National Institute of Mental Health and Neurosciences, and National Institute of Advanced Studies, Bangalore, India (Mehta); Department of Neuropsychiatry, Keio University School of Medicine, Tokyo (Noda); Department of Psychiatry and Psychotherapy, LMU University Hospital, Munich (Padberg); German Center for Mental Health, Tübingen (Padberg, Plewnia); Department of Psychiatry and Psychotherapy, University of Tübingen, Tübingen, Germany (Plewnia); Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai (Su); Department of Psychiatry, Radboud University Medical Center, Donders Institute for Brain, Cognition, and Behavior, Nijmegen, the Netherlands (van Eijndhoven); Department of Psychiatry, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam (van Exel); Old Age Psychiatry, GGZinGeest, Amsterdam (van Exel); Amsterdam Neuroscience, Amsterdam (van Exel); Neurocare Clinics, Nijmegen, the Netherlands (van Oostrom); Spanish Consortium of Biomedical Research in Epidemiology and Public Health (CIBERESP), Madrid, and Health Technology Assessment in Primary Care and Mental Health Research Group (PRISMA), Barcelona (Vila-Rodriguez); School of Biomedical Engineering, University of British Columbia, Vancouver (Vila-Rodriguez); Poul Hansen Family Centre for Depression, Toronto Western Hospital, UHN and Krembil Research Institute, Toronto Western Hospital, University Health Network, Toronto (Voineskos); Temerty Centre for Therapeutic Brain Intervention, Centre for Addiction and Mental Health, Toronto (Voineskos, Blumberger); Department of Psychiatry and Behavioral Sciences, University of Minnesota-Twin Cities, Minneapolis (Wilson)
| | - Samuel Bulteau
- Temerty Faculty of Medicine, University of Toronto, Toronto (Tang, Le Foll, Voineskos, Blumberger), and the Centre for Addiction and Mental Health, Toronto (Tang, Le Foll, Voineskos, Blumberger); Institute for Advanced Diagnostics and Therapeutics, Sheppard Pratt, Baltimore, and Department of Psychiatry, University of Maryland School of Medicine, Baltimore (Aaronson); Camden and Islington NHS Foundation Trust, London (Abdelghani); Faculty of Medicine and Health Sciences, Department of Head and Skin, Ghent Experimental Psychiatry Lab, Ghent University, Ghent, Belgium (Baeken); Department of Psychiatry, Universitair Ziekenhuis Brussel, Vrije Universiteit Brussel, Brussels (Baeken); Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, the Netherlands (Baeken); Department of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Boston (Barbour); Departamento de Clínica Médica, Faculdade de Medicina da Universidade de São Paulo; Instituto de Psiquiatria do Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo, São Paulo (Brunoni); CHU Nantes Department of Addictology and Psychiatry, U1246 SPHERE INSERM, Nantes University, Nantes, France (Bulteau); Butler Hospital, Department of Psychiatry and Human Behavior, Alpert Medical School at Brown University, Providence, RI (Carpenter); Mayo Clinic College of Medicine and Science, Rochester, MN (Croarkin); Department of Psychiatry, UC San Diego Health, La Jolla (Daskalakis); School of Medicine and Psychology, Australian National University, Canberra (Fitzgerald); FSU Neuromodulation, Department of Behavioral Sciences and Social Medicine, College of Medicine, Florida State University, Tallahassee (Kozel); Waypoint Research Institute, Waypoint Centre for Mental Health Care, Penetanguishene, Ontario (Le Foll); Department of Psychiatry, National Institute of Mental Health and Neurosciences, and National Institute of Advanced Studies, Bangalore, India (Mehta); Department of Neuropsychiatry, Keio University School of Medicine, Tokyo (Noda); Department of Psychiatry and Psychotherapy, LMU University Hospital, Munich (Padberg); German Center for Mental Health, Tübingen (Padberg, Plewnia); Department of Psychiatry and Psychotherapy, University of Tübingen, Tübingen, Germany (Plewnia); Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai (Su); Department of Psychiatry, Radboud University Medical Center, Donders Institute for Brain, Cognition, and Behavior, Nijmegen, the Netherlands (van Eijndhoven); Department of Psychiatry, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam (van Exel); Old Age Psychiatry, GGZinGeest, Amsterdam (van Exel); Amsterdam Neuroscience, Amsterdam (van Exel); Neurocare Clinics, Nijmegen, the Netherlands (van Oostrom); Spanish Consortium of Biomedical Research in Epidemiology and Public Health (CIBERESP), Madrid, and Health Technology Assessment in Primary Care and Mental Health Research Group (PRISMA), Barcelona (Vila-Rodriguez); School of Biomedical Engineering, University of British Columbia, Vancouver (Vila-Rodriguez); Poul Hansen Family Centre for Depression, Toronto Western Hospital, UHN and Krembil Research Institute, Toronto Western Hospital, University Health Network, Toronto (Voineskos); Temerty Centre for Therapeutic Brain Intervention, Centre for Addiction and Mental Health, Toronto (Voineskos, Blumberger); Department of Psychiatry and Behavioral Sciences, University of Minnesota-Twin Cities, Minneapolis (Wilson)
| | - Linda L Carpenter
- Temerty Faculty of Medicine, University of Toronto, Toronto (Tang, Le Foll, Voineskos, Blumberger), and the Centre for Addiction and Mental Health, Toronto (Tang, Le Foll, Voineskos, Blumberger); Institute for Advanced Diagnostics and Therapeutics, Sheppard Pratt, Baltimore, and Department of Psychiatry, University of Maryland School of Medicine, Baltimore (Aaronson); Camden and Islington NHS Foundation Trust, London (Abdelghani); Faculty of Medicine and Health Sciences, Department of Head and Skin, Ghent Experimental Psychiatry Lab, Ghent University, Ghent, Belgium (Baeken); Department of Psychiatry, Universitair Ziekenhuis Brussel, Vrije Universiteit Brussel, Brussels (Baeken); Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, the Netherlands (Baeken); Department of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Boston (Barbour); Departamento de Clínica Médica, Faculdade de Medicina da Universidade de São Paulo; Instituto de Psiquiatria do Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo, São Paulo (Brunoni); CHU Nantes Department of Addictology and Psychiatry, U1246 SPHERE INSERM, Nantes University, Nantes, France (Bulteau); Butler Hospital, Department of Psychiatry and Human Behavior, Alpert Medical School at Brown University, Providence, RI (Carpenter); Mayo Clinic College of Medicine and Science, Rochester, MN (Croarkin); Department of Psychiatry, UC San Diego Health, La Jolla (Daskalakis); School of Medicine and Psychology, Australian National University, Canberra (Fitzgerald); FSU Neuromodulation, Department of Behavioral Sciences and Social Medicine, College of Medicine, Florida State University, Tallahassee (Kozel); Waypoint Research Institute, Waypoint Centre for Mental Health Care, Penetanguishene, Ontario (Le Foll); Department of Psychiatry, National Institute of Mental Health and Neurosciences, and National Institute of Advanced Studies, Bangalore, India (Mehta); Department of Neuropsychiatry, Keio University School of Medicine, Tokyo (Noda); Department of Psychiatry and Psychotherapy, LMU University Hospital, Munich (Padberg); German Center for Mental Health, Tübingen (Padberg, Plewnia); Department of Psychiatry and Psychotherapy, University of Tübingen, Tübingen, Germany (Plewnia); Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai (Su); Department of Psychiatry, Radboud University Medical Center, Donders Institute for Brain, Cognition, and Behavior, Nijmegen, the Netherlands (van Eijndhoven); Department of Psychiatry, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam (van Exel); Old Age Psychiatry, GGZinGeest, Amsterdam (van Exel); Amsterdam Neuroscience, Amsterdam (van Exel); Neurocare Clinics, Nijmegen, the Netherlands (van Oostrom); Spanish Consortium of Biomedical Research in Epidemiology and Public Health (CIBERESP), Madrid, and Health Technology Assessment in Primary Care and Mental Health Research Group (PRISMA), Barcelona (Vila-Rodriguez); School of Biomedical Engineering, University of British Columbia, Vancouver (Vila-Rodriguez); Poul Hansen Family Centre for Depression, Toronto Western Hospital, UHN and Krembil Research Institute, Toronto Western Hospital, University Health Network, Toronto (Voineskos); Temerty Centre for Therapeutic Brain Intervention, Centre for Addiction and Mental Health, Toronto (Voineskos, Blumberger); Department of Psychiatry and Behavioral Sciences, University of Minnesota-Twin Cities, Minneapolis (Wilson)
| | - Paul E Croarkin
- Temerty Faculty of Medicine, University of Toronto, Toronto (Tang, Le Foll, Voineskos, Blumberger), and the Centre for Addiction and Mental Health, Toronto (Tang, Le Foll, Voineskos, Blumberger); Institute for Advanced Diagnostics and Therapeutics, Sheppard Pratt, Baltimore, and Department of Psychiatry, University of Maryland School of Medicine, Baltimore (Aaronson); Camden and Islington NHS Foundation Trust, London (Abdelghani); Faculty of Medicine and Health Sciences, Department of Head and Skin, Ghent Experimental Psychiatry Lab, Ghent University, Ghent, Belgium (Baeken); Department of Psychiatry, Universitair Ziekenhuis Brussel, Vrije Universiteit Brussel, Brussels (Baeken); Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, the Netherlands (Baeken); Department of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Boston (Barbour); Departamento de Clínica Médica, Faculdade de Medicina da Universidade de São Paulo; Instituto de Psiquiatria do Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo, São Paulo (Brunoni); CHU Nantes Department of Addictology and Psychiatry, U1246 SPHERE INSERM, Nantes University, Nantes, France (Bulteau); Butler Hospital, Department of Psychiatry and Human Behavior, Alpert Medical School at Brown University, Providence, RI (Carpenter); Mayo Clinic College of Medicine and Science, Rochester, MN (Croarkin); Department of Psychiatry, UC San Diego Health, La Jolla (Daskalakis); School of Medicine and Psychology, Australian National University, Canberra (Fitzgerald); FSU Neuromodulation, Department of Behavioral Sciences and Social Medicine, College of Medicine, Florida State University, Tallahassee (Kozel); Waypoint Research Institute, Waypoint Centre for Mental Health Care, Penetanguishene, Ontario (Le Foll); Department of Psychiatry, National Institute of Mental Health and Neurosciences, and National Institute of Advanced Studies, Bangalore, India (Mehta); Department of Neuropsychiatry, Keio University School of Medicine, Tokyo (Noda); Department of Psychiatry and Psychotherapy, LMU University Hospital, Munich (Padberg); German Center for Mental Health, Tübingen (Padberg, Plewnia); Department of Psychiatry and Psychotherapy, University of Tübingen, Tübingen, Germany (Plewnia); Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai (Su); Department of Psychiatry, Radboud University Medical Center, Donders Institute for Brain, Cognition, and Behavior, Nijmegen, the Netherlands (van Eijndhoven); Department of Psychiatry, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam (van Exel); Old Age Psychiatry, GGZinGeest, Amsterdam (van Exel); Amsterdam Neuroscience, Amsterdam (van Exel); Neurocare Clinics, Nijmegen, the Netherlands (van Oostrom); Spanish Consortium of Biomedical Research in Epidemiology and Public Health (CIBERESP), Madrid, and Health Technology Assessment in Primary Care and Mental Health Research Group (PRISMA), Barcelona (Vila-Rodriguez); School of Biomedical Engineering, University of British Columbia, Vancouver (Vila-Rodriguez); Poul Hansen Family Centre for Depression, Toronto Western Hospital, UHN and Krembil Research Institute, Toronto Western Hospital, University Health Network, Toronto (Voineskos); Temerty Centre for Therapeutic Brain Intervention, Centre for Addiction and Mental Health, Toronto (Voineskos, Blumberger); Department of Psychiatry and Behavioral Sciences, University of Minnesota-Twin Cities, Minneapolis (Wilson)
| | - Zafiris J Daskalakis
- Temerty Faculty of Medicine, University of Toronto, Toronto (Tang, Le Foll, Voineskos, Blumberger), and the Centre for Addiction and Mental Health, Toronto (Tang, Le Foll, Voineskos, Blumberger); Institute for Advanced Diagnostics and Therapeutics, Sheppard Pratt, Baltimore, and Department of Psychiatry, University of Maryland School of Medicine, Baltimore (Aaronson); Camden and Islington NHS Foundation Trust, London (Abdelghani); Faculty of Medicine and Health Sciences, Department of Head and Skin, Ghent Experimental Psychiatry Lab, Ghent University, Ghent, Belgium (Baeken); Department of Psychiatry, Universitair Ziekenhuis Brussel, Vrije Universiteit Brussel, Brussels (Baeken); Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, the Netherlands (Baeken); Department of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Boston (Barbour); Departamento de Clínica Médica, Faculdade de Medicina da Universidade de São Paulo; Instituto de Psiquiatria do Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo, São Paulo (Brunoni); CHU Nantes Department of Addictology and Psychiatry, U1246 SPHERE INSERM, Nantes University, Nantes, France (Bulteau); Butler Hospital, Department of Psychiatry and Human Behavior, Alpert Medical School at Brown University, Providence, RI (Carpenter); Mayo Clinic College of Medicine and Science, Rochester, MN (Croarkin); Department of Psychiatry, UC San Diego Health, La Jolla (Daskalakis); School of Medicine and Psychology, Australian National University, Canberra (Fitzgerald); FSU Neuromodulation, Department of Behavioral Sciences and Social Medicine, College of Medicine, Florida State University, Tallahassee (Kozel); Waypoint Research Institute, Waypoint Centre for Mental Health Care, Penetanguishene, Ontario (Le Foll); Department of Psychiatry, National Institute of Mental Health and Neurosciences, and National Institute of Advanced Studies, Bangalore, India (Mehta); Department of Neuropsychiatry, Keio University School of Medicine, Tokyo (Noda); Department of Psychiatry and Psychotherapy, LMU University Hospital, Munich (Padberg); German Center for Mental Health, Tübingen (Padberg, Plewnia); Department of Psychiatry and Psychotherapy, University of Tübingen, Tübingen, Germany (Plewnia); Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai (Su); Department of Psychiatry, Radboud University Medical Center, Donders Institute for Brain, Cognition, and Behavior, Nijmegen, the Netherlands (van Eijndhoven); Department of Psychiatry, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam (van Exel); Old Age Psychiatry, GGZinGeest, Amsterdam (van Exel); Amsterdam Neuroscience, Amsterdam (van Exel); Neurocare Clinics, Nijmegen, the Netherlands (van Oostrom); Spanish Consortium of Biomedical Research in Epidemiology and Public Health (CIBERESP), Madrid, and Health Technology Assessment in Primary Care and Mental Health Research Group (PRISMA), Barcelona (Vila-Rodriguez); School of Biomedical Engineering, University of British Columbia, Vancouver (Vila-Rodriguez); Poul Hansen Family Centre for Depression, Toronto Western Hospital, UHN and Krembil Research Institute, Toronto Western Hospital, University Health Network, Toronto (Voineskos); Temerty Centre for Therapeutic Brain Intervention, Centre for Addiction and Mental Health, Toronto (Voineskos, Blumberger); Department of Psychiatry and Behavioral Sciences, University of Minnesota-Twin Cities, Minneapolis (Wilson)
| | - Paul B Fitzgerald
- Temerty Faculty of Medicine, University of Toronto, Toronto (Tang, Le Foll, Voineskos, Blumberger), and the Centre for Addiction and Mental Health, Toronto (Tang, Le Foll, Voineskos, Blumberger); Institute for Advanced Diagnostics and Therapeutics, Sheppard Pratt, Baltimore, and Department of Psychiatry, University of Maryland School of Medicine, Baltimore (Aaronson); Camden and Islington NHS Foundation Trust, London (Abdelghani); Faculty of Medicine and Health Sciences, Department of Head and Skin, Ghent Experimental Psychiatry Lab, Ghent University, Ghent, Belgium (Baeken); Department of Psychiatry, Universitair Ziekenhuis Brussel, Vrije Universiteit Brussel, Brussels (Baeken); Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, the Netherlands (Baeken); Department of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Boston (Barbour); Departamento de Clínica Médica, Faculdade de Medicina da Universidade de São Paulo; Instituto de Psiquiatria do Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo, São Paulo (Brunoni); CHU Nantes Department of Addictology and Psychiatry, U1246 SPHERE INSERM, Nantes University, Nantes, France (Bulteau); Butler Hospital, Department of Psychiatry and Human Behavior, Alpert Medical School at Brown University, Providence, RI (Carpenter); Mayo Clinic College of Medicine and Science, Rochester, MN (Croarkin); Department of Psychiatry, UC San Diego Health, La Jolla (Daskalakis); School of Medicine and Psychology, Australian National University, Canberra (Fitzgerald); FSU Neuromodulation, Department of Behavioral Sciences and Social Medicine, College of Medicine, Florida State University, Tallahassee (Kozel); Waypoint Research Institute, Waypoint Centre for Mental Health Care, Penetanguishene, Ontario (Le Foll); Department of Psychiatry, National Institute of Mental Health and Neurosciences, and National Institute of Advanced Studies, Bangalore, India (Mehta); Department of Neuropsychiatry, Keio University School of Medicine, Tokyo (Noda); Department of Psychiatry and Psychotherapy, LMU University Hospital, Munich (Padberg); German Center for Mental Health, Tübingen (Padberg, Plewnia); Department of Psychiatry and Psychotherapy, University of Tübingen, Tübingen, Germany (Plewnia); Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai (Su); Department of Psychiatry, Radboud University Medical Center, Donders Institute for Brain, Cognition, and Behavior, Nijmegen, the Netherlands (van Eijndhoven); Department of Psychiatry, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam (van Exel); Old Age Psychiatry, GGZinGeest, Amsterdam (van Exel); Amsterdam Neuroscience, Amsterdam (van Exel); Neurocare Clinics, Nijmegen, the Netherlands (van Oostrom); Spanish Consortium of Biomedical Research in Epidemiology and Public Health (CIBERESP), Madrid, and Health Technology Assessment in Primary Care and Mental Health Research Group (PRISMA), Barcelona (Vila-Rodriguez); School of Biomedical Engineering, University of British Columbia, Vancouver (Vila-Rodriguez); Poul Hansen Family Centre for Depression, Toronto Western Hospital, UHN and Krembil Research Institute, Toronto Western Hospital, University Health Network, Toronto (Voineskos); Temerty Centre for Therapeutic Brain Intervention, Centre for Addiction and Mental Health, Toronto (Voineskos, Blumberger); Department of Psychiatry and Behavioral Sciences, University of Minnesota-Twin Cities, Minneapolis (Wilson)
| | - F Andrew Kozel
- Temerty Faculty of Medicine, University of Toronto, Toronto (Tang, Le Foll, Voineskos, Blumberger), and the Centre for Addiction and Mental Health, Toronto (Tang, Le Foll, Voineskos, Blumberger); Institute for Advanced Diagnostics and Therapeutics, Sheppard Pratt, Baltimore, and Department of Psychiatry, University of Maryland School of Medicine, Baltimore (Aaronson); Camden and Islington NHS Foundation Trust, London (Abdelghani); Faculty of Medicine and Health Sciences, Department of Head and Skin, Ghent Experimental Psychiatry Lab, Ghent University, Ghent, Belgium (Baeken); Department of Psychiatry, Universitair Ziekenhuis Brussel, Vrije Universiteit Brussel, Brussels (Baeken); Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, the Netherlands (Baeken); Department of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Boston (Barbour); Departamento de Clínica Médica, Faculdade de Medicina da Universidade de São Paulo; Instituto de Psiquiatria do Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo, São Paulo (Brunoni); CHU Nantes Department of Addictology and Psychiatry, U1246 SPHERE INSERM, Nantes University, Nantes, France (Bulteau); Butler Hospital, Department of Psychiatry and Human Behavior, Alpert Medical School at Brown University, Providence, RI (Carpenter); Mayo Clinic College of Medicine and Science, Rochester, MN (Croarkin); Department of Psychiatry, UC San Diego Health, La Jolla (Daskalakis); School of Medicine and Psychology, Australian National University, Canberra (Fitzgerald); FSU Neuromodulation, Department of Behavioral Sciences and Social Medicine, College of Medicine, Florida State University, Tallahassee (Kozel); Waypoint Research Institute, Waypoint Centre for Mental Health Care, Penetanguishene, Ontario (Le Foll); Department of Psychiatry, National Institute of Mental Health and Neurosciences, and National Institute of Advanced Studies, Bangalore, India (Mehta); Department of Neuropsychiatry, Keio University School of Medicine, Tokyo (Noda); Department of Psychiatry and Psychotherapy, LMU University Hospital, Munich (Padberg); German Center for Mental Health, Tübingen (Padberg, Plewnia); Department of Psychiatry and Psychotherapy, University of Tübingen, Tübingen, Germany (Plewnia); Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai (Su); Department of Psychiatry, Radboud University Medical Center, Donders Institute for Brain, Cognition, and Behavior, Nijmegen, the Netherlands (van Eijndhoven); Department of Psychiatry, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam (van Exel); Old Age Psychiatry, GGZinGeest, Amsterdam (van Exel); Amsterdam Neuroscience, Amsterdam (van Exel); Neurocare Clinics, Nijmegen, the Netherlands (van Oostrom); Spanish Consortium of Biomedical Research in Epidemiology and Public Health (CIBERESP), Madrid, and Health Technology Assessment in Primary Care and Mental Health Research Group (PRISMA), Barcelona (Vila-Rodriguez); School of Biomedical Engineering, University of British Columbia, Vancouver (Vila-Rodriguez); Poul Hansen Family Centre for Depression, Toronto Western Hospital, UHN and Krembil Research Institute, Toronto Western Hospital, University Health Network, Toronto (Voineskos); Temerty Centre for Therapeutic Brain Intervention, Centre for Addiction and Mental Health, Toronto (Voineskos, Blumberger); Department of Psychiatry and Behavioral Sciences, University of Minnesota-Twin Cities, Minneapolis (Wilson)
| | - Bernard Le Foll
- Temerty Faculty of Medicine, University of Toronto, Toronto (Tang, Le Foll, Voineskos, Blumberger), and the Centre for Addiction and Mental Health, Toronto (Tang, Le Foll, Voineskos, Blumberger); Institute for Advanced Diagnostics and Therapeutics, Sheppard Pratt, Baltimore, and Department of Psychiatry, University of Maryland School of Medicine, Baltimore (Aaronson); Camden and Islington NHS Foundation Trust, London (Abdelghani); Faculty of Medicine and Health Sciences, Department of Head and Skin, Ghent Experimental Psychiatry Lab, Ghent University, Ghent, Belgium (Baeken); Department of Psychiatry, Universitair Ziekenhuis Brussel, Vrije Universiteit Brussel, Brussels (Baeken); Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, the Netherlands (Baeken); Department of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Boston (Barbour); Departamento de Clínica Médica, Faculdade de Medicina da Universidade de São Paulo; Instituto de Psiquiatria do Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo, São Paulo (Brunoni); CHU Nantes Department of Addictology and Psychiatry, U1246 SPHERE INSERM, Nantes University, Nantes, France (Bulteau); Butler Hospital, Department of Psychiatry and Human Behavior, Alpert Medical School at Brown University, Providence, RI (Carpenter); Mayo Clinic College of Medicine and Science, Rochester, MN (Croarkin); Department of Psychiatry, UC San Diego Health, La Jolla (Daskalakis); School of Medicine and Psychology, Australian National University, Canberra (Fitzgerald); FSU Neuromodulation, Department of Behavioral Sciences and Social Medicine, College of Medicine, Florida State University, Tallahassee (Kozel); Waypoint Research Institute, Waypoint Centre for Mental Health Care, Penetanguishene, Ontario (Le Foll); Department of Psychiatry, National Institute of Mental Health and Neurosciences, and National Institute of Advanced Studies, Bangalore, India (Mehta); Department of Neuropsychiatry, Keio University School of Medicine, Tokyo (Noda); Department of Psychiatry and Psychotherapy, LMU University Hospital, Munich (Padberg); German Center for Mental Health, Tübingen (Padberg, Plewnia); Department of Psychiatry and Psychotherapy, University of Tübingen, Tübingen, Germany (Plewnia); Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai (Su); Department of Psychiatry, Radboud University Medical Center, Donders Institute for Brain, Cognition, and Behavior, Nijmegen, the Netherlands (van Eijndhoven); Department of Psychiatry, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam (van Exel); Old Age Psychiatry, GGZinGeest, Amsterdam (van Exel); Amsterdam Neuroscience, Amsterdam (van Exel); Neurocare Clinics, Nijmegen, the Netherlands (van Oostrom); Spanish Consortium of Biomedical Research in Epidemiology and Public Health (CIBERESP), Madrid, and Health Technology Assessment in Primary Care and Mental Health Research Group (PRISMA), Barcelona (Vila-Rodriguez); School of Biomedical Engineering, University of British Columbia, Vancouver (Vila-Rodriguez); Poul Hansen Family Centre for Depression, Toronto Western Hospital, UHN and Krembil Research Institute, Toronto Western Hospital, University Health Network, Toronto (Voineskos); Temerty Centre for Therapeutic Brain Intervention, Centre for Addiction and Mental Health, Toronto (Voineskos, Blumberger); Department of Psychiatry and Behavioral Sciences, University of Minnesota-Twin Cities, Minneapolis (Wilson)
| | - Urvakhsh Meherwan Mehta
- Temerty Faculty of Medicine, University of Toronto, Toronto (Tang, Le Foll, Voineskos, Blumberger), and the Centre for Addiction and Mental Health, Toronto (Tang, Le Foll, Voineskos, Blumberger); Institute for Advanced Diagnostics and Therapeutics, Sheppard Pratt, Baltimore, and Department of Psychiatry, University of Maryland School of Medicine, Baltimore (Aaronson); Camden and Islington NHS Foundation Trust, London (Abdelghani); Faculty of Medicine and Health Sciences, Department of Head and Skin, Ghent Experimental Psychiatry Lab, Ghent University, Ghent, Belgium (Baeken); Department of Psychiatry, Universitair Ziekenhuis Brussel, Vrije Universiteit Brussel, Brussels (Baeken); Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, the Netherlands (Baeken); Department of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Boston (Barbour); Departamento de Clínica Médica, Faculdade de Medicina da Universidade de São Paulo; Instituto de Psiquiatria do Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo, São Paulo (Brunoni); CHU Nantes Department of Addictology and Psychiatry, U1246 SPHERE INSERM, Nantes University, Nantes, France (Bulteau); Butler Hospital, Department of Psychiatry and Human Behavior, Alpert Medical School at Brown University, Providence, RI (Carpenter); Mayo Clinic College of Medicine and Science, Rochester, MN (Croarkin); Department of Psychiatry, UC San Diego Health, La Jolla (Daskalakis); School of Medicine and Psychology, Australian National University, Canberra (Fitzgerald); FSU Neuromodulation, Department of Behavioral Sciences and Social Medicine, College of Medicine, Florida State University, Tallahassee (Kozel); Waypoint Research Institute, Waypoint Centre for Mental Health Care, Penetanguishene, Ontario (Le Foll); Department of Psychiatry, National Institute of Mental Health and Neurosciences, and National Institute of Advanced Studies, Bangalore, India (Mehta); Department of Neuropsychiatry, Keio University School of Medicine, Tokyo (Noda); Department of Psychiatry and Psychotherapy, LMU University Hospital, Munich (Padberg); German Center for Mental Health, Tübingen (Padberg, Plewnia); Department of Psychiatry and Psychotherapy, University of Tübingen, Tübingen, Germany (Plewnia); Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai (Su); Department of Psychiatry, Radboud University Medical Center, Donders Institute for Brain, Cognition, and Behavior, Nijmegen, the Netherlands (van Eijndhoven); Department of Psychiatry, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam (van Exel); Old Age Psychiatry, GGZinGeest, Amsterdam (van Exel); Amsterdam Neuroscience, Amsterdam (van Exel); Neurocare Clinics, Nijmegen, the Netherlands (van Oostrom); Spanish Consortium of Biomedical Research in Epidemiology and Public Health (CIBERESP), Madrid, and Health Technology Assessment in Primary Care and Mental Health Research Group (PRISMA), Barcelona (Vila-Rodriguez); School of Biomedical Engineering, University of British Columbia, Vancouver (Vila-Rodriguez); Poul Hansen Family Centre for Depression, Toronto Western Hospital, UHN and Krembil Research Institute, Toronto Western Hospital, University Health Network, Toronto (Voineskos); Temerty Centre for Therapeutic Brain Intervention, Centre for Addiction and Mental Health, Toronto (Voineskos, Blumberger); Department of Psychiatry and Behavioral Sciences, University of Minnesota-Twin Cities, Minneapolis (Wilson)
| | - Yoshihiro Noda
- Temerty Faculty of Medicine, University of Toronto, Toronto (Tang, Le Foll, Voineskos, Blumberger), and the Centre for Addiction and Mental Health, Toronto (Tang, Le Foll, Voineskos, Blumberger); Institute for Advanced Diagnostics and Therapeutics, Sheppard Pratt, Baltimore, and Department of Psychiatry, University of Maryland School of Medicine, Baltimore (Aaronson); Camden and Islington NHS Foundation Trust, London (Abdelghani); Faculty of Medicine and Health Sciences, Department of Head and Skin, Ghent Experimental Psychiatry Lab, Ghent University, Ghent, Belgium (Baeken); Department of Psychiatry, Universitair Ziekenhuis Brussel, Vrije Universiteit Brussel, Brussels (Baeken); Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, the Netherlands (Baeken); Department of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Boston (Barbour); Departamento de Clínica Médica, Faculdade de Medicina da Universidade de São Paulo; Instituto de Psiquiatria do Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo, São Paulo (Brunoni); CHU Nantes Department of Addictology and Psychiatry, U1246 SPHERE INSERM, Nantes University, Nantes, France (Bulteau); Butler Hospital, Department of Psychiatry and Human Behavior, Alpert Medical School at Brown University, Providence, RI (Carpenter); Mayo Clinic College of Medicine and Science, Rochester, MN (Croarkin); Department of Psychiatry, UC San Diego Health, La Jolla (Daskalakis); School of Medicine and Psychology, Australian National University, Canberra (Fitzgerald); FSU Neuromodulation, Department of Behavioral Sciences and Social Medicine, College of Medicine, Florida State University, Tallahassee (Kozel); Waypoint Research Institute, Waypoint Centre for Mental Health Care, Penetanguishene, Ontario (Le Foll); Department of Psychiatry, National Institute of Mental Health and Neurosciences, and National Institute of Advanced Studies, Bangalore, India (Mehta); Department of Neuropsychiatry, Keio University School of Medicine, Tokyo (Noda); Department of Psychiatry and Psychotherapy, LMU University Hospital, Munich (Padberg); German Center for Mental Health, Tübingen (Padberg, Plewnia); Department of Psychiatry and Psychotherapy, University of Tübingen, Tübingen, Germany (Plewnia); Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai (Su); Department of Psychiatry, Radboud University Medical Center, Donders Institute for Brain, Cognition, and Behavior, Nijmegen, the Netherlands (van Eijndhoven); Department of Psychiatry, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam (van Exel); Old Age Psychiatry, GGZinGeest, Amsterdam (van Exel); Amsterdam Neuroscience, Amsterdam (van Exel); Neurocare Clinics, Nijmegen, the Netherlands (van Oostrom); Spanish Consortium of Biomedical Research in Epidemiology and Public Health (CIBERESP), Madrid, and Health Technology Assessment in Primary Care and Mental Health Research Group (PRISMA), Barcelona (Vila-Rodriguez); School of Biomedical Engineering, University of British Columbia, Vancouver (Vila-Rodriguez); Poul Hansen Family Centre for Depression, Toronto Western Hospital, UHN and Krembil Research Institute, Toronto Western Hospital, University Health Network, Toronto (Voineskos); Temerty Centre for Therapeutic Brain Intervention, Centre for Addiction and Mental Health, Toronto (Voineskos, Blumberger); Department of Psychiatry and Behavioral Sciences, University of Minnesota-Twin Cities, Minneapolis (Wilson)
| | - Frank Padberg
- Temerty Faculty of Medicine, University of Toronto, Toronto (Tang, Le Foll, Voineskos, Blumberger), and the Centre for Addiction and Mental Health, Toronto (Tang, Le Foll, Voineskos, Blumberger); Institute for Advanced Diagnostics and Therapeutics, Sheppard Pratt, Baltimore, and Department of Psychiatry, University of Maryland School of Medicine, Baltimore (Aaronson); Camden and Islington NHS Foundation Trust, London (Abdelghani); Faculty of Medicine and Health Sciences, Department of Head and Skin, Ghent Experimental Psychiatry Lab, Ghent University, Ghent, Belgium (Baeken); Department of Psychiatry, Universitair Ziekenhuis Brussel, Vrije Universiteit Brussel, Brussels (Baeken); Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, the Netherlands (Baeken); Department of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Boston (Barbour); Departamento de Clínica Médica, Faculdade de Medicina da Universidade de São Paulo; Instituto de Psiquiatria do Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo, São Paulo (Brunoni); CHU Nantes Department of Addictology and Psychiatry, U1246 SPHERE INSERM, Nantes University, Nantes, France (Bulteau); Butler Hospital, Department of Psychiatry and Human Behavior, Alpert Medical School at Brown University, Providence, RI (Carpenter); Mayo Clinic College of Medicine and Science, Rochester, MN (Croarkin); Department of Psychiatry, UC San Diego Health, La Jolla (Daskalakis); School of Medicine and Psychology, Australian National University, Canberra (Fitzgerald); FSU Neuromodulation, Department of Behavioral Sciences and Social Medicine, College of Medicine, Florida State University, Tallahassee (Kozel); Waypoint Research Institute, Waypoint Centre for Mental Health Care, Penetanguishene, Ontario (Le Foll); Department of Psychiatry, National Institute of Mental Health and Neurosciences, and National Institute of Advanced Studies, Bangalore, India (Mehta); Department of Neuropsychiatry, Keio University School of Medicine, Tokyo (Noda); Department of Psychiatry and Psychotherapy, LMU University Hospital, Munich (Padberg); German Center for Mental Health, Tübingen (Padberg, Plewnia); Department of Psychiatry and Psychotherapy, University of Tübingen, Tübingen, Germany (Plewnia); Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai (Su); Department of Psychiatry, Radboud University Medical Center, Donders Institute for Brain, Cognition, and Behavior, Nijmegen, the Netherlands (van Eijndhoven); Department of Psychiatry, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam (van Exel); Old Age Psychiatry, GGZinGeest, Amsterdam (van Exel); Amsterdam Neuroscience, Amsterdam (van Exel); Neurocare Clinics, Nijmegen, the Netherlands (van Oostrom); Spanish Consortium of Biomedical Research in Epidemiology and Public Health (CIBERESP), Madrid, and Health Technology Assessment in Primary Care and Mental Health Research Group (PRISMA), Barcelona (Vila-Rodriguez); School of Biomedical Engineering, University of British Columbia, Vancouver (Vila-Rodriguez); Poul Hansen Family Centre for Depression, Toronto Western Hospital, UHN and Krembil Research Institute, Toronto Western Hospital, University Health Network, Toronto (Voineskos); Temerty Centre for Therapeutic Brain Intervention, Centre for Addiction and Mental Health, Toronto (Voineskos, Blumberger); Department of Psychiatry and Behavioral Sciences, University of Minnesota-Twin Cities, Minneapolis (Wilson)
| | - Christian Plewnia
- Temerty Faculty of Medicine, University of Toronto, Toronto (Tang, Le Foll, Voineskos, Blumberger), and the Centre for Addiction and Mental Health, Toronto (Tang, Le Foll, Voineskos, Blumberger); Institute for Advanced Diagnostics and Therapeutics, Sheppard Pratt, Baltimore, and Department of Psychiatry, University of Maryland School of Medicine, Baltimore (Aaronson); Camden and Islington NHS Foundation Trust, London (Abdelghani); Faculty of Medicine and Health Sciences, Department of Head and Skin, Ghent Experimental Psychiatry Lab, Ghent University, Ghent, Belgium (Baeken); Department of Psychiatry, Universitair Ziekenhuis Brussel, Vrije Universiteit Brussel, Brussels (Baeken); Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, the Netherlands (Baeken); Department of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Boston (Barbour); Departamento de Clínica Médica, Faculdade de Medicina da Universidade de São Paulo; Instituto de Psiquiatria do Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo, São Paulo (Brunoni); CHU Nantes Department of Addictology and Psychiatry, U1246 SPHERE INSERM, Nantes University, Nantes, France (Bulteau); Butler Hospital, Department of Psychiatry and Human Behavior, Alpert Medical School at Brown University, Providence, RI (Carpenter); Mayo Clinic College of Medicine and Science, Rochester, MN (Croarkin); Department of Psychiatry, UC San Diego Health, La Jolla (Daskalakis); School of Medicine and Psychology, Australian National University, Canberra (Fitzgerald); FSU Neuromodulation, Department of Behavioral Sciences and Social Medicine, College of Medicine, Florida State University, Tallahassee (Kozel); Waypoint Research Institute, Waypoint Centre for Mental Health Care, Penetanguishene, Ontario (Le Foll); Department of Psychiatry, National Institute of Mental Health and Neurosciences, and National Institute of Advanced Studies, Bangalore, India (Mehta); Department of Neuropsychiatry, Keio University School of Medicine, Tokyo (Noda); Department of Psychiatry and Psychotherapy, LMU University Hospital, Munich (Padberg); German Center for Mental Health, Tübingen (Padberg, Plewnia); Department of Psychiatry and Psychotherapy, University of Tübingen, Tübingen, Germany (Plewnia); Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai (Su); Department of Psychiatry, Radboud University Medical Center, Donders Institute for Brain, Cognition, and Behavior, Nijmegen, the Netherlands (van Eijndhoven); Department of Psychiatry, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam (van Exel); Old Age Psychiatry, GGZinGeest, Amsterdam (van Exel); Amsterdam Neuroscience, Amsterdam (van Exel); Neurocare Clinics, Nijmegen, the Netherlands (van Oostrom); Spanish Consortium of Biomedical Research in Epidemiology and Public Health (CIBERESP), Madrid, and Health Technology Assessment in Primary Care and Mental Health Research Group (PRISMA), Barcelona (Vila-Rodriguez); School of Biomedical Engineering, University of British Columbia, Vancouver (Vila-Rodriguez); Poul Hansen Family Centre for Depression, Toronto Western Hospital, UHN and Krembil Research Institute, Toronto Western Hospital, University Health Network, Toronto (Voineskos); Temerty Centre for Therapeutic Brain Intervention, Centre for Addiction and Mental Health, Toronto (Voineskos, Blumberger); Department of Psychiatry and Behavioral Sciences, University of Minnesota-Twin Cities, Minneapolis (Wilson)
| | - Hang Su
- Temerty Faculty of Medicine, University of Toronto, Toronto (Tang, Le Foll, Voineskos, Blumberger), and the Centre for Addiction and Mental Health, Toronto (Tang, Le Foll, Voineskos, Blumberger); Institute for Advanced Diagnostics and Therapeutics, Sheppard Pratt, Baltimore, and Department of Psychiatry, University of Maryland School of Medicine, Baltimore (Aaronson); Camden and Islington NHS Foundation Trust, London (Abdelghani); Faculty of Medicine and Health Sciences, Department of Head and Skin, Ghent Experimental Psychiatry Lab, Ghent University, Ghent, Belgium (Baeken); Department of Psychiatry, Universitair Ziekenhuis Brussel, Vrije Universiteit Brussel, Brussels (Baeken); Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, the Netherlands (Baeken); Department of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Boston (Barbour); Departamento de Clínica Médica, Faculdade de Medicina da Universidade de São Paulo; Instituto de Psiquiatria do Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo, São Paulo (Brunoni); CHU Nantes Department of Addictology and Psychiatry, U1246 SPHERE INSERM, Nantes University, Nantes, France (Bulteau); Butler Hospital, Department of Psychiatry and Human Behavior, Alpert Medical School at Brown University, Providence, RI (Carpenter); Mayo Clinic College of Medicine and Science, Rochester, MN (Croarkin); Department of Psychiatry, UC San Diego Health, La Jolla (Daskalakis); School of Medicine and Psychology, Australian National University, Canberra (Fitzgerald); FSU Neuromodulation, Department of Behavioral Sciences and Social Medicine, College of Medicine, Florida State University, Tallahassee (Kozel); Waypoint Research Institute, Waypoint Centre for Mental Health Care, Penetanguishene, Ontario (Le Foll); Department of Psychiatry, National Institute of Mental Health and Neurosciences, and National Institute of Advanced Studies, Bangalore, India (Mehta); Department of Neuropsychiatry, Keio University School of Medicine, Tokyo (Noda); Department of Psychiatry and Psychotherapy, LMU University Hospital, Munich (Padberg); German Center for Mental Health, Tübingen (Padberg, Plewnia); Department of Psychiatry and Psychotherapy, University of Tübingen, Tübingen, Germany (Plewnia); Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai (Su); Department of Psychiatry, Radboud University Medical Center, Donders Institute for Brain, Cognition, and Behavior, Nijmegen, the Netherlands (van Eijndhoven); Department of Psychiatry, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam (van Exel); Old Age Psychiatry, GGZinGeest, Amsterdam (van Exel); Amsterdam Neuroscience, Amsterdam (van Exel); Neurocare Clinics, Nijmegen, the Netherlands (van Oostrom); Spanish Consortium of Biomedical Research in Epidemiology and Public Health (CIBERESP), Madrid, and Health Technology Assessment in Primary Care and Mental Health Research Group (PRISMA), Barcelona (Vila-Rodriguez); School of Biomedical Engineering, University of British Columbia, Vancouver (Vila-Rodriguez); Poul Hansen Family Centre for Depression, Toronto Western Hospital, UHN and Krembil Research Institute, Toronto Western Hospital, University Health Network, Toronto (Voineskos); Temerty Centre for Therapeutic Brain Intervention, Centre for Addiction and Mental Health, Toronto (Voineskos, Blumberger); Department of Psychiatry and Behavioral Sciences, University of Minnesota-Twin Cities, Minneapolis (Wilson)
| | - Philip van Eijndhoven
- Temerty Faculty of Medicine, University of Toronto, Toronto (Tang, Le Foll, Voineskos, Blumberger), and the Centre for Addiction and Mental Health, Toronto (Tang, Le Foll, Voineskos, Blumberger); Institute for Advanced Diagnostics and Therapeutics, Sheppard Pratt, Baltimore, and Department of Psychiatry, University of Maryland School of Medicine, Baltimore (Aaronson); Camden and Islington NHS Foundation Trust, London (Abdelghani); Faculty of Medicine and Health Sciences, Department of Head and Skin, Ghent Experimental Psychiatry Lab, Ghent University, Ghent, Belgium (Baeken); Department of Psychiatry, Universitair Ziekenhuis Brussel, Vrije Universiteit Brussel, Brussels (Baeken); Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, the Netherlands (Baeken); Department of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Boston (Barbour); Departamento de Clínica Médica, Faculdade de Medicina da Universidade de São Paulo; Instituto de Psiquiatria do Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo, São Paulo (Brunoni); CHU Nantes Department of Addictology and Psychiatry, U1246 SPHERE INSERM, Nantes University, Nantes, France (Bulteau); Butler Hospital, Department of Psychiatry and Human Behavior, Alpert Medical School at Brown University, Providence, RI (Carpenter); Mayo Clinic College of Medicine and Science, Rochester, MN (Croarkin); Department of Psychiatry, UC San Diego Health, La Jolla (Daskalakis); School of Medicine and Psychology, Australian National University, Canberra (Fitzgerald); FSU Neuromodulation, Department of Behavioral Sciences and Social Medicine, College of Medicine, Florida State University, Tallahassee (Kozel); Waypoint Research Institute, Waypoint Centre for Mental Health Care, Penetanguishene, Ontario (Le Foll); Department of Psychiatry, National Institute of Mental Health and Neurosciences, and National Institute of Advanced Studies, Bangalore, India (Mehta); Department of Neuropsychiatry, Keio University School of Medicine, Tokyo (Noda); Department of Psychiatry and Psychotherapy, LMU University Hospital, Munich (Padberg); German Center for Mental Health, Tübingen (Padberg, Plewnia); Department of Psychiatry and Psychotherapy, University of Tübingen, Tübingen, Germany (Plewnia); Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai (Su); Department of Psychiatry, Radboud University Medical Center, Donders Institute for Brain, Cognition, and Behavior, Nijmegen, the Netherlands (van Eijndhoven); Department of Psychiatry, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam (van Exel); Old Age Psychiatry, GGZinGeest, Amsterdam (van Exel); Amsterdam Neuroscience, Amsterdam (van Exel); Neurocare Clinics, Nijmegen, the Netherlands (van Oostrom); Spanish Consortium of Biomedical Research in Epidemiology and Public Health (CIBERESP), Madrid, and Health Technology Assessment in Primary Care and Mental Health Research Group (PRISMA), Barcelona (Vila-Rodriguez); School of Biomedical Engineering, University of British Columbia, Vancouver (Vila-Rodriguez); Poul Hansen Family Centre for Depression, Toronto Western Hospital, UHN and Krembil Research Institute, Toronto Western Hospital, University Health Network, Toronto (Voineskos); Temerty Centre for Therapeutic Brain Intervention, Centre for Addiction and Mental Health, Toronto (Voineskos, Blumberger); Department of Psychiatry and Behavioral Sciences, University of Minnesota-Twin Cities, Minneapolis (Wilson)
| | - Eric van Exel
- Temerty Faculty of Medicine, University of Toronto, Toronto (Tang, Le Foll, Voineskos, Blumberger), and the Centre for Addiction and Mental Health, Toronto (Tang, Le Foll, Voineskos, Blumberger); Institute for Advanced Diagnostics and Therapeutics, Sheppard Pratt, Baltimore, and Department of Psychiatry, University of Maryland School of Medicine, Baltimore (Aaronson); Camden and Islington NHS Foundation Trust, London (Abdelghani); Faculty of Medicine and Health Sciences, Department of Head and Skin, Ghent Experimental Psychiatry Lab, Ghent University, Ghent, Belgium (Baeken); Department of Psychiatry, Universitair Ziekenhuis Brussel, Vrije Universiteit Brussel, Brussels (Baeken); Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, the Netherlands (Baeken); Department of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Boston (Barbour); Departamento de Clínica Médica, Faculdade de Medicina da Universidade de São Paulo; Instituto de Psiquiatria do Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo, São Paulo (Brunoni); CHU Nantes Department of Addictology and Psychiatry, U1246 SPHERE INSERM, Nantes University, Nantes, France (Bulteau); Butler Hospital, Department of Psychiatry and Human Behavior, Alpert Medical School at Brown University, Providence, RI (Carpenter); Mayo Clinic College of Medicine and Science, Rochester, MN (Croarkin); Department of Psychiatry, UC San Diego Health, La Jolla (Daskalakis); School of Medicine and Psychology, Australian National University, Canberra (Fitzgerald); FSU Neuromodulation, Department of Behavioral Sciences and Social Medicine, College of Medicine, Florida State University, Tallahassee (Kozel); Waypoint Research Institute, Waypoint Centre for Mental Health Care, Penetanguishene, Ontario (Le Foll); Department of Psychiatry, National Institute of Mental Health and Neurosciences, and National Institute of Advanced Studies, Bangalore, India (Mehta); Department of Neuropsychiatry, Keio University School of Medicine, Tokyo (Noda); Department of Psychiatry and Psychotherapy, LMU University Hospital, Munich (Padberg); German Center for Mental Health, Tübingen (Padberg, Plewnia); Department of Psychiatry and Psychotherapy, University of Tübingen, Tübingen, Germany (Plewnia); Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai (Su); Department of Psychiatry, Radboud University Medical Center, Donders Institute for Brain, Cognition, and Behavior, Nijmegen, the Netherlands (van Eijndhoven); Department of Psychiatry, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam (van Exel); Old Age Psychiatry, GGZinGeest, Amsterdam (van Exel); Amsterdam Neuroscience, Amsterdam (van Exel); Neurocare Clinics, Nijmegen, the Netherlands (van Oostrom); Spanish Consortium of Biomedical Research in Epidemiology and Public Health (CIBERESP), Madrid, and Health Technology Assessment in Primary Care and Mental Health Research Group (PRISMA), Barcelona (Vila-Rodriguez); School of Biomedical Engineering, University of British Columbia, Vancouver (Vila-Rodriguez); Poul Hansen Family Centre for Depression, Toronto Western Hospital, UHN and Krembil Research Institute, Toronto Western Hospital, University Health Network, Toronto (Voineskos); Temerty Centre for Therapeutic Brain Intervention, Centre for Addiction and Mental Health, Toronto (Voineskos, Blumberger); Department of Psychiatry and Behavioral Sciences, University of Minnesota-Twin Cities, Minneapolis (Wilson)
| | - Iris van Oostrom
- Temerty Faculty of Medicine, University of Toronto, Toronto (Tang, Le Foll, Voineskos, Blumberger), and the Centre for Addiction and Mental Health, Toronto (Tang, Le Foll, Voineskos, Blumberger); Institute for Advanced Diagnostics and Therapeutics, Sheppard Pratt, Baltimore, and Department of Psychiatry, University of Maryland School of Medicine, Baltimore (Aaronson); Camden and Islington NHS Foundation Trust, London (Abdelghani); Faculty of Medicine and Health Sciences, Department of Head and Skin, Ghent Experimental Psychiatry Lab, Ghent University, Ghent, Belgium (Baeken); Department of Psychiatry, Universitair Ziekenhuis Brussel, Vrije Universiteit Brussel, Brussels (Baeken); Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, the Netherlands (Baeken); Department of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Boston (Barbour); Departamento de Clínica Médica, Faculdade de Medicina da Universidade de São Paulo; Instituto de Psiquiatria do Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo, São Paulo (Brunoni); CHU Nantes Department of Addictology and Psychiatry, U1246 SPHERE INSERM, Nantes University, Nantes, France (Bulteau); Butler Hospital, Department of Psychiatry and Human Behavior, Alpert Medical School at Brown University, Providence, RI (Carpenter); Mayo Clinic College of Medicine and Science, Rochester, MN (Croarkin); Department of Psychiatry, UC San Diego Health, La Jolla (Daskalakis); School of Medicine and Psychology, Australian National University, Canberra (Fitzgerald); FSU Neuromodulation, Department of Behavioral Sciences and Social Medicine, College of Medicine, Florida State University, Tallahassee (Kozel); Waypoint Research Institute, Waypoint Centre for Mental Health Care, Penetanguishene, Ontario (Le Foll); Department of Psychiatry, National Institute of Mental Health and Neurosciences, and National Institute of Advanced Studies, Bangalore, India (Mehta); Department of Neuropsychiatry, Keio University School of Medicine, Tokyo (Noda); Department of Psychiatry and Psychotherapy, LMU University Hospital, Munich (Padberg); German Center for Mental Health, Tübingen (Padberg, Plewnia); Department of Psychiatry and Psychotherapy, University of Tübingen, Tübingen, Germany (Plewnia); Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai (Su); Department of Psychiatry, Radboud University Medical Center, Donders Institute for Brain, Cognition, and Behavior, Nijmegen, the Netherlands (van Eijndhoven); Department of Psychiatry, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam (van Exel); Old Age Psychiatry, GGZinGeest, Amsterdam (van Exel); Amsterdam Neuroscience, Amsterdam (van Exel); Neurocare Clinics, Nijmegen, the Netherlands (van Oostrom); Spanish Consortium of Biomedical Research in Epidemiology and Public Health (CIBERESP), Madrid, and Health Technology Assessment in Primary Care and Mental Health Research Group (PRISMA), Barcelona (Vila-Rodriguez); School of Biomedical Engineering, University of British Columbia, Vancouver (Vila-Rodriguez); Poul Hansen Family Centre for Depression, Toronto Western Hospital, UHN and Krembil Research Institute, Toronto Western Hospital, University Health Network, Toronto (Voineskos); Temerty Centre for Therapeutic Brain Intervention, Centre for Addiction and Mental Health, Toronto (Voineskos, Blumberger); Department of Psychiatry and Behavioral Sciences, University of Minnesota-Twin Cities, Minneapolis (Wilson)
| | - Fidel Vila-Rodriguez
- Temerty Faculty of Medicine, University of Toronto, Toronto (Tang, Le Foll, Voineskos, Blumberger), and the Centre for Addiction and Mental Health, Toronto (Tang, Le Foll, Voineskos, Blumberger); Institute for Advanced Diagnostics and Therapeutics, Sheppard Pratt, Baltimore, and Department of Psychiatry, University of Maryland School of Medicine, Baltimore (Aaronson); Camden and Islington NHS Foundation Trust, London (Abdelghani); Faculty of Medicine and Health Sciences, Department of Head and Skin, Ghent Experimental Psychiatry Lab, Ghent University, Ghent, Belgium (Baeken); Department of Psychiatry, Universitair Ziekenhuis Brussel, Vrije Universiteit Brussel, Brussels (Baeken); Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, the Netherlands (Baeken); Department of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Boston (Barbour); Departamento de Clínica Médica, Faculdade de Medicina da Universidade de São Paulo; Instituto de Psiquiatria do Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo, São Paulo (Brunoni); CHU Nantes Department of Addictology and Psychiatry, U1246 SPHERE INSERM, Nantes University, Nantes, France (Bulteau); Butler Hospital, Department of Psychiatry and Human Behavior, Alpert Medical School at Brown University, Providence, RI (Carpenter); Mayo Clinic College of Medicine and Science, Rochester, MN (Croarkin); Department of Psychiatry, UC San Diego Health, La Jolla (Daskalakis); School of Medicine and Psychology, Australian National University, Canberra (Fitzgerald); FSU Neuromodulation, Department of Behavioral Sciences and Social Medicine, College of Medicine, Florida State University, Tallahassee (Kozel); Waypoint Research Institute, Waypoint Centre for Mental Health Care, Penetanguishene, Ontario (Le Foll); Department of Psychiatry, National Institute of Mental Health and Neurosciences, and National Institute of Advanced Studies, Bangalore, India (Mehta); Department of Neuropsychiatry, Keio University School of Medicine, Tokyo (Noda); Department of Psychiatry and Psychotherapy, LMU University Hospital, Munich (Padberg); German Center for Mental Health, Tübingen (Padberg, Plewnia); Department of Psychiatry and Psychotherapy, University of Tübingen, Tübingen, Germany (Plewnia); Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai (Su); Department of Psychiatry, Radboud University Medical Center, Donders Institute for Brain, Cognition, and Behavior, Nijmegen, the Netherlands (van Eijndhoven); Department of Psychiatry, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam (van Exel); Old Age Psychiatry, GGZinGeest, Amsterdam (van Exel); Amsterdam Neuroscience, Amsterdam (van Exel); Neurocare Clinics, Nijmegen, the Netherlands (van Oostrom); Spanish Consortium of Biomedical Research in Epidemiology and Public Health (CIBERESP), Madrid, and Health Technology Assessment in Primary Care and Mental Health Research Group (PRISMA), Barcelona (Vila-Rodriguez); School of Biomedical Engineering, University of British Columbia, Vancouver (Vila-Rodriguez); Poul Hansen Family Centre for Depression, Toronto Western Hospital, UHN and Krembil Research Institute, Toronto Western Hospital, University Health Network, Toronto (Voineskos); Temerty Centre for Therapeutic Brain Intervention, Centre for Addiction and Mental Health, Toronto (Voineskos, Blumberger); Department of Psychiatry and Behavioral Sciences, University of Minnesota-Twin Cities, Minneapolis (Wilson)
| | - Daphne Voineskos
- Temerty Faculty of Medicine, University of Toronto, Toronto (Tang, Le Foll, Voineskos, Blumberger), and the Centre for Addiction and Mental Health, Toronto (Tang, Le Foll, Voineskos, Blumberger); Institute for Advanced Diagnostics and Therapeutics, Sheppard Pratt, Baltimore, and Department of Psychiatry, University of Maryland School of Medicine, Baltimore (Aaronson); Camden and Islington NHS Foundation Trust, London (Abdelghani); Faculty of Medicine and Health Sciences, Department of Head and Skin, Ghent Experimental Psychiatry Lab, Ghent University, Ghent, Belgium (Baeken); Department of Psychiatry, Universitair Ziekenhuis Brussel, Vrije Universiteit Brussel, Brussels (Baeken); Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, the Netherlands (Baeken); Department of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Boston (Barbour); Departamento de Clínica Médica, Faculdade de Medicina da Universidade de São Paulo; Instituto de Psiquiatria do Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo, São Paulo (Brunoni); CHU Nantes Department of Addictology and Psychiatry, U1246 SPHERE INSERM, Nantes University, Nantes, France (Bulteau); Butler Hospital, Department of Psychiatry and Human Behavior, Alpert Medical School at Brown University, Providence, RI (Carpenter); Mayo Clinic College of Medicine and Science, Rochester, MN (Croarkin); Department of Psychiatry, UC San Diego Health, La Jolla (Daskalakis); School of Medicine and Psychology, Australian National University, Canberra (Fitzgerald); FSU Neuromodulation, Department of Behavioral Sciences and Social Medicine, College of Medicine, Florida State University, Tallahassee (Kozel); Waypoint Research Institute, Waypoint Centre for Mental Health Care, Penetanguishene, Ontario (Le Foll); Department of Psychiatry, National Institute of Mental Health and Neurosciences, and National Institute of Advanced Studies, Bangalore, India (Mehta); Department of Neuropsychiatry, Keio University School of Medicine, Tokyo (Noda); Department of Psychiatry and Psychotherapy, LMU University Hospital, Munich (Padberg); German Center for Mental Health, Tübingen (Padberg, Plewnia); Department of Psychiatry and Psychotherapy, University of Tübingen, Tübingen, Germany (Plewnia); Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai (Su); Department of Psychiatry, Radboud University Medical Center, Donders Institute for Brain, Cognition, and Behavior, Nijmegen, the Netherlands (van Eijndhoven); Department of Psychiatry, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam (van Exel); Old Age Psychiatry, GGZinGeest, Amsterdam (van Exel); Amsterdam Neuroscience, Amsterdam (van Exel); Neurocare Clinics, Nijmegen, the Netherlands (van Oostrom); Spanish Consortium of Biomedical Research in Epidemiology and Public Health (CIBERESP), Madrid, and Health Technology Assessment in Primary Care and Mental Health Research Group (PRISMA), Barcelona (Vila-Rodriguez); School of Biomedical Engineering, University of British Columbia, Vancouver (Vila-Rodriguez); Poul Hansen Family Centre for Depression, Toronto Western Hospital, UHN and Krembil Research Institute, Toronto Western Hospital, University Health Network, Toronto (Voineskos); Temerty Centre for Therapeutic Brain Intervention, Centre for Addiction and Mental Health, Toronto (Voineskos, Blumberger); Department of Psychiatry and Behavioral Sciences, University of Minnesota-Twin Cities, Minneapolis (Wilson)
| | - Saydra Wilson
- Temerty Faculty of Medicine, University of Toronto, Toronto (Tang, Le Foll, Voineskos, Blumberger), and the Centre for Addiction and Mental Health, Toronto (Tang, Le Foll, Voineskos, Blumberger); Institute for Advanced Diagnostics and Therapeutics, Sheppard Pratt, Baltimore, and Department of Psychiatry, University of Maryland School of Medicine, Baltimore (Aaronson); Camden and Islington NHS Foundation Trust, London (Abdelghani); Faculty of Medicine and Health Sciences, Department of Head and Skin, Ghent Experimental Psychiatry Lab, Ghent University, Ghent, Belgium (Baeken); Department of Psychiatry, Universitair Ziekenhuis Brussel, Vrije Universiteit Brussel, Brussels (Baeken); Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, the Netherlands (Baeken); Department of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Boston (Barbour); Departamento de Clínica Médica, Faculdade de Medicina da Universidade de São Paulo; Instituto de Psiquiatria do Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo, São Paulo (Brunoni); CHU Nantes Department of Addictology and Psychiatry, U1246 SPHERE INSERM, Nantes University, Nantes, France (Bulteau); Butler Hospital, Department of Psychiatry and Human Behavior, Alpert Medical School at Brown University, Providence, RI (Carpenter); Mayo Clinic College of Medicine and Science, Rochester, MN (Croarkin); Department of Psychiatry, UC San Diego Health, La Jolla (Daskalakis); School of Medicine and Psychology, Australian National University, Canberra (Fitzgerald); FSU Neuromodulation, Department of Behavioral Sciences and Social Medicine, College of Medicine, Florida State University, Tallahassee (Kozel); Waypoint Research Institute, Waypoint Centre for Mental Health Care, Penetanguishene, Ontario (Le Foll); Department of Psychiatry, National Institute of Mental Health and Neurosciences, and National Institute of Advanced Studies, Bangalore, India (Mehta); Department of Neuropsychiatry, Keio University School of Medicine, Tokyo (Noda); Department of Psychiatry and Psychotherapy, LMU University Hospital, Munich (Padberg); German Center for Mental Health, Tübingen (Padberg, Plewnia); Department of Psychiatry and Psychotherapy, University of Tübingen, Tübingen, Germany (Plewnia); Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai (Su); Department of Psychiatry, Radboud University Medical Center, Donders Institute for Brain, Cognition, and Behavior, Nijmegen, the Netherlands (van Eijndhoven); Department of Psychiatry, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam (van Exel); Old Age Psychiatry, GGZinGeest, Amsterdam (van Exel); Amsterdam Neuroscience, Amsterdam (van Exel); Neurocare Clinics, Nijmegen, the Netherlands (van Oostrom); Spanish Consortium of Biomedical Research in Epidemiology and Public Health (CIBERESP), Madrid, and Health Technology Assessment in Primary Care and Mental Health Research Group (PRISMA), Barcelona (Vila-Rodriguez); School of Biomedical Engineering, University of British Columbia, Vancouver (Vila-Rodriguez); Poul Hansen Family Centre for Depression, Toronto Western Hospital, UHN and Krembil Research Institute, Toronto Western Hospital, University Health Network, Toronto (Voineskos); Temerty Centre for Therapeutic Brain Intervention, Centre for Addiction and Mental Health, Toronto (Voineskos, Blumberger); Department of Psychiatry and Behavioral Sciences, University of Minnesota-Twin Cities, Minneapolis (Wilson)
| | - Daniel M Blumberger
- Temerty Faculty of Medicine, University of Toronto, Toronto (Tang, Le Foll, Voineskos, Blumberger), and the Centre for Addiction and Mental Health, Toronto (Tang, Le Foll, Voineskos, Blumberger); Institute for Advanced Diagnostics and Therapeutics, Sheppard Pratt, Baltimore, and Department of Psychiatry, University of Maryland School of Medicine, Baltimore (Aaronson); Camden and Islington NHS Foundation Trust, London (Abdelghani); Faculty of Medicine and Health Sciences, Department of Head and Skin, Ghent Experimental Psychiatry Lab, Ghent University, Ghent, Belgium (Baeken); Department of Psychiatry, Universitair Ziekenhuis Brussel, Vrije Universiteit Brussel, Brussels (Baeken); Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, the Netherlands (Baeken); Department of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Boston (Barbour); Departamento de Clínica Médica, Faculdade de Medicina da Universidade de São Paulo; Instituto de Psiquiatria do Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo, São Paulo (Brunoni); CHU Nantes Department of Addictology and Psychiatry, U1246 SPHERE INSERM, Nantes University, Nantes, France (Bulteau); Butler Hospital, Department of Psychiatry and Human Behavior, Alpert Medical School at Brown University, Providence, RI (Carpenter); Mayo Clinic College of Medicine and Science, Rochester, MN (Croarkin); Department of Psychiatry, UC San Diego Health, La Jolla (Daskalakis); School of Medicine and Psychology, Australian National University, Canberra (Fitzgerald); FSU Neuromodulation, Department of Behavioral Sciences and Social Medicine, College of Medicine, Florida State University, Tallahassee (Kozel); Waypoint Research Institute, Waypoint Centre for Mental Health Care, Penetanguishene, Ontario (Le Foll); Department of Psychiatry, National Institute of Mental Health and Neurosciences, and National Institute of Advanced Studies, Bangalore, India (Mehta); Department of Neuropsychiatry, Keio University School of Medicine, Tokyo (Noda); Department of Psychiatry and Psychotherapy, LMU University Hospital, Munich (Padberg); German Center for Mental Health, Tübingen (Padberg, Plewnia); Department of Psychiatry and Psychotherapy, University of Tübingen, Tübingen, Germany (Plewnia); Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai (Su); Department of Psychiatry, Radboud University Medical Center, Donders Institute for Brain, Cognition, and Behavior, Nijmegen, the Netherlands (van Eijndhoven); Department of Psychiatry, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam (van Exel); Old Age Psychiatry, GGZinGeest, Amsterdam (van Exel); Amsterdam Neuroscience, Amsterdam (van Exel); Neurocare Clinics, Nijmegen, the Netherlands (van Oostrom); Spanish Consortium of Biomedical Research in Epidemiology and Public Health (CIBERESP), Madrid, and Health Technology Assessment in Primary Care and Mental Health Research Group (PRISMA), Barcelona (Vila-Rodriguez); School of Biomedical Engineering, University of British Columbia, Vancouver (Vila-Rodriguez); Poul Hansen Family Centre for Depression, Toronto Western Hospital, UHN and Krembil Research Institute, Toronto Western Hospital, University Health Network, Toronto (Voineskos); Temerty Centre for Therapeutic Brain Intervention, Centre for Addiction and Mental Health, Toronto (Voineskos, Blumberger); Department of Psychiatry and Behavioral Sciences, University of Minnesota-Twin Cities, Minneapolis (Wilson)
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3
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Yan Y, Chen Q, Nasir R, Griffin P, Bone C, Tuan WJ. Characterizing patients at higher cardiovascular risk for prescribed stimulants: Learning from health records data with predictive analytics and data mining techniques. Comput Biol Med 2025; 188:109870. [PMID: 39978098 PMCID: PMC12060180 DOI: 10.1016/j.compbiomed.2025.109870] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2024] [Revised: 02/10/2025] [Accepted: 02/12/2025] [Indexed: 02/22/2025]
Abstract
OBJECTIVE Given the significantly increased number of individuals prescribed stimulants in the past decade, there has been growing concern regarding the risk of cardiovascular events among adults on stimulant therapy. We aimed to quantify the added risk of cardiovascular events by prescription stimulant use and characterize patients who were adversely affected. METHODS Using electronic health records of adults with Attention-Deficit/Hyperactivity Disorder from TriNetX Research Network in 2010-2020, we developed and compared different machine learning models to predict one-year cardiovascular risk based on individual's prescription stimulant use, demographics, and comorbidities for four separate age groups. With the trained risk prediction models, we estimated added risk of cardiovascular events and utilized association rule mining (ARM) to identify clinical characteristics of patients adversely affected by prescription stimulant use. RESULTS The study cohort consisted of 219,965 adults, including 102,138 (46.4 %) persons on stimulant therapy. All prediction models achieved high areas under receiver operating characteristic curve of 0.77-0.84 in predicting one-year cardiovascular risk across all age groups. Of patients with 25 % highest added risks, ARM identified critical features in major categories including common risk factors of cardiovascular events, prior cardiovascular events, substance use disorders, and psychological disorders. A watch list of comorbidities was constructed and validated for each age group to show added risk of prescribing stimulants to patients with these conditions. DISCUSSION AND CONCLUSION We integrated predictive modeling and data mining to characterize patients adversely affected by prescription stimulant use. Future research is needed to externally validate identified features to guide safer stimulant prescribing.
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Affiliation(s)
- Yifang Yan
- The Harold and Inge Marcus Department of Industrial and Manufacturing Engineering, The Pennsylvania State University, University Park, PA, USA
| | - Qiushi Chen
- The Harold and Inge Marcus Department of Industrial and Manufacturing Engineering, The Pennsylvania State University, University Park, PA, USA.
| | - Rafay Nasir
- Department of Family and Community Medicine, The Pennsylvania State University, Hershey, PA, USA
| | - Paul Griffin
- The Harold and Inge Marcus Department of Industrial and Manufacturing Engineering, The Pennsylvania State University, University Park, PA, USA; Consortium on Substance Use and Addiction, Social Science Research Institute, The Pennsylvania State University, University Park, PA, USA
| | - Curtis Bone
- Department of Family and Community Medicine, The University of Texas Health Science Center at San Antonio, San Antonio, TX, USA
| | - Wen-Jan Tuan
- Department of Family and Community Medicine, The Pennsylvania State University, Hershey, PA, USA
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4
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Hrabak M, Ahmed R, Soriano MG, Powell A, Thanos PK, Steiner H. Vilazodone, a Novel SSRI Antidepressant with 5-HT1A Partial Agonist Properties: Diminished Potentiation of Chronic Oral Methylphenidate-Induced Dynorphin Expression in the Striatum in Adolescent Male Rats. Mol Neurobiol 2025; 62:4520-4532. [PMID: 39466575 DOI: 10.1007/s12035-024-04569-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2024] [Accepted: 10/18/2024] [Indexed: 10/30/2024]
Abstract
Selective serotonin reuptake inhibitor (SSRI) antidepressants such as fluoxetine are used in combination with the medical psychostimulant methylphenidate (Ritalin) in a variety of treatments in children and adults. Unintended co-exposure to these psychotropic medications also occurs in patients on SSRIs who abuse methylphenidate as a "cognitive enhancer" or recreational drug. Preclinical research shows that SSRIs such as fluoxetine when given in conjunction with methylphenidate potentiate addiction-related gene regulation by methylphenidate in the striatum, consistent with the known facilitatory role for serotonin in psychostimulant-induced neuronal and behavioral changes. Moreover, fluoxetine combined with methylphenidate also facilitated subsequent acquisition of cocaine self-administration in adolescent rats, suggesting an increased addiction liability for methylphenidate. In the present study, we investigated the impact of a novel SSRI, vilazodone, on methylphenidate-induced gene regulation in adolescent male rats. In contrast to prototypical SSRIs such as fluoxetine, vilazodone also acts as a partial 5-HT1A serotonin receptor agonist and is thus proposed to temper serotonin input to the striatum. We compared the effects of chronic treatment (4 weeks) with vilazodone (10 mg/kg, twice daily) with those of fluoxetine (5 mg/kg, twice daily) on striatal dynorphin expression induced by oral methylphenidate treatment (30/60 mg/kg/day in drinking water, 8 h access daily). Our results demonstrate that, in contrast to fluoxetine, vilazodone had minimal or no potentiating effects on methylphenidate-induced dynorphin expression. This diminished impact on gene regulation was seen throughout the striatum, including the nucleus accumbens, where increased dynorphin expression has previously been associated with various aspects of addiction. Our findings suggest that vilazodone may serve as a better adjunct SSRI with reduced addiction-facilitating properties.
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Affiliation(s)
- Michael Hrabak
- Stanson Toshok Center for Brain Function and Repair, Rosalind Franklin University of Medicine and Science, North Chicago, IL, USA
| | - Rania Ahmed
- Behavioral Neuropharmacology and Neuroimaging Laboratory, Clinical Research Institute on Addictions, Department of Pharmacology and Toxicology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY, USA
| | - Michelle G Soriano
- Stanson Toshok Center for Brain Function and Repair, Rosalind Franklin University of Medicine and Science, North Chicago, IL, USA
| | - Aidan Powell
- Behavioral Neuropharmacology and Neuroimaging Laboratory, Clinical Research Institute on Addictions, Department of Pharmacology and Toxicology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY, USA
| | - Panayotis K Thanos
- Behavioral Neuropharmacology and Neuroimaging Laboratory, Clinical Research Institute on Addictions, Department of Pharmacology and Toxicology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY, USA
| | - Heinz Steiner
- Stanson Toshok Center for Brain Function and Repair, Rosalind Franklin University of Medicine and Science, North Chicago, IL, USA.
- Discipline of Cellular and Molecular Pharmacology, The Chicago Medical School, Rosalind Franklin University of Medicine and Science, North Chicago, IL, USA.
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5
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Summit AG, Moseley MC, Chaku N, Elam KK, Jacobs W, Lederer AM, Vaughan EL, Quinn PD. Prevalence of pharmacotherapy for attention-deficit/hyperactivity disorder and prescription stimulant misuse: A national study of US college students. Addiction 2025; 120:721-731. [PMID: 39552232 DOI: 10.1111/add.16716] [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: 06/14/2024] [Accepted: 10/16/2024] [Indexed: 11/19/2024]
Abstract
BACKGROUND AND AIMS Increasing rates of attention-deficit/hyperactivity disorder (ADHD) pharmacotherapy may simultaneously benefit patients and increase the availability of stimulants for misuse. We measured the association between university-level prevalence of ADHD medication treatment and prevalence of prescription stimulant misuse (PSM) among college students. DESIGN, SETTING AND PARTICIPANTS This was an observational study using cross-sectional data from the American College Health Association-National College Health Assessment III. Data included 395 participating universities between Fall 2019 and Fall 2022. Our sample included 224 469 undergraduates aged 18-25 years (65.2% cisgender female; 58.7% White). MEASUREMENTS Students self-reported any life-time clinical ADHD diagnosis, past-year ADHD medication treatment and past-3-month PSM. We defined university-level ADHD medication prevalence as the proportion of included students endorsing past-year ADHD medication treatment. Secondary outcomes included life-time PSM and moderate- to high-risk alcohol and cannabis use. We also measured university-level depression medication prevalence as a negative control exposure. FINDINGS Among the included students, 9.6% reported a life-time clinical ADHD diagnosis, 5.1% reported past-year medication treatment and 2.4% reported past-3-month PSM. The prevalence of ADHD medication treatment varied among universities [mean = 5.3%, standard deviation (SD) = 2.8%]. In adjusted models, prevalence of PSM was 7% relatively greater for every 1% increase in university-level medication prevalence [adjusted prevalence ratio (aPR) = 1.07; 95% confidence interval (CI) = 1.04-1.09]. Further, individuals with non-medication-treated ADHD were 40% more likely to report PSM than those without ADHD (aPR = 1.40; 95% CI = 1.25-1.56). There was no statistically significant difference in PSM among individuals with ADHD who did or did not receive medication (aPR = 0.90; 95% CI = 0.78-1.04). Results for secondary outcomes and the negative control partially supported the specificity of the findings. CONCLUSIONS Among university students in the United States, there appears to be a positive association between attending universities with a greater prevalence of attention deficit/hyperactivity disorder (ADHD) medication treatment and risk of prescription stimulant misuse (PSM). This study provides further support for the possibility that ADHD medication treatment prevalence is a risk factor for PSM.
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Affiliation(s)
- Alynna G Summit
- Department of Applied Health Science, School of Public Health, Indiana University, Bloomington, IN, USA
| | - Madison C Moseley
- Department of Applied Health Science, School of Public Health, Indiana University, Bloomington, IN, USA
| | - Natasha Chaku
- Department of Psychological and Brain Sciences, Indiana University, Bloomington, IN, USA
| | - Kit K Elam
- Department of Applied Health Science, School of Public Health, Indiana University, Bloomington, IN, USA
| | - Wura Jacobs
- Department of Applied Health Science, School of Public Health, Indiana University, Bloomington, IN, USA
| | - Alyssa M Lederer
- Department of Applied Health Science, School of Public Health, Indiana University, Bloomington, IN, USA
| | - Ellen L Vaughan
- Department of Applied Psychology in Education and Research Methodology, Indiana University, Bloomington, IN, USA
| | - Patrick D Quinn
- Department of Applied Health Science, School of Public Health, Indiana University, Bloomington, IN, USA
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Sosa R, Espinosa-Villafranca P, Saavedra P, Chávez-Hernández ME, Leal-Galicia P, Lago G, Mata F, Mata-Luévanos J, Rodríguez-Serrano LM, Tapia-De-Jesús A, Buenrostro-Jáuregui M. Assessing acute effects of methylphenidate and modafinil on inhibitory capacity, time estimation, attentional lapses, and compulsive-like behavior in rats. Behav Pharmacol 2025; 36:76-96. [PMID: 39883117 DOI: 10.1097/fbp.0000000000000815] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2025]
Abstract
Medications known as 'cognitive enhancers' are increasingly being consumed off-label by healthy people, raising concerns about their safety. The aim of our study was to profile behavioral performance upon oral administration of methylphenidate (2.5 mg/kg) and modafinil (64 mg/kg) - two popular cognitive enhancers - and upon their discontinuation. We modeled cognitively demanding challenges in neurotypical individuals using a behavioral task where Wistar - Lewis rats had to withhold responses for a specified time to obtain food rewards. This task allowed us to extract several measures of behavioral performance associated with clinically meaningful indices, such as compulsive-like responding, incapacity to wait (impulsivity), time estimation (precision and accuracy), and attentional lapses. Our study design involved examining these behavioral indices in subjects administered either methylphenidate, modafinil, or vehicle. We found that subjects administered modafinil obtained fewer rewards and were less efficient in reward pursuing than the vehicle group; this result was likely due to a drug-induced inability to wait. Upon modafinil discontinuation, subjects earned more rewards but did not entirely catch up with the vehicle group. As for methylphenidate, neither favorable nor unfavorable effects were found in our main analyses. However, an exploratory analysis of changes in behavioral performance within sessions suggested that methylphenidate fostered favorable, yet short-lived, effects. We discuss our results in terms of the risks and cost-benefits of doses above or below the effective dose of cognitive enhancement drugs.
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Affiliation(s)
- Rodrigo Sosa
- Universidad Panamericana, Escuela de Pedagogía y Psicología, Guadalajara, Mexico
| | - Pedro Espinosa-Villafranca
- Max Planck School of Cognition, Max Planck Institute for Human Cognitive and Brain Science, Leipzig, Germany
| | - Pablo Saavedra
- Facultad de Psicología, Universidad Nacional Autónoma de México, Mexico City
| | | | | | - Gustavo Lago
- Departamento de Psicología, Universidad Iberoamericana Ciudad de México
| | - Florencia Mata
- Departamento de Psicología, Universidad Iberoamericana Ciudad de México
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7
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Han B, Jones CM, Volkow ND, Rikard SM, Dowell D, Einstein EB, Guy GP, Tomoyasu N, Ko J, Baldwin G, Olsen Y, Compton WM. Prescription Stimulant Use, Misuse, and Use Disorder Among US Adults Aged 18 to 64 Years. JAMA Psychiatry 2025:2831638. [PMID: 40105821 PMCID: PMC11923773 DOI: 10.1001/jamapsychiatry.2025.0054] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/20/2025]
Abstract
Importance Stimulants are increasingly prescribed for US adults. Whether such prescribing is associated with misuse and prescription stimulant use disorder (PSUD) is less understood. Objectives To examine (1) sex- and age-specific trends in the number of persons dispensed stimulants and trends in dispensed prescription stimulants by prescriber specialty in 2019 through 2022; (2) prevalence of misuse and PSUD by use of prescription amphetamine-type stimulants (hereafter referred to as amphetamines) and methylphenidate; and (3) PSUD prevalence and sociodemographic and behavioral health correlates among persons using prescription stimulants with and without prescription stimulant misuse. Design, Setting, and Participants This cross-sectional survey study used the 2019-2022 IQVIA Total Patient Tracker and National Prescription Audit New to Brand databases and the 2021-2022 National Surveys on Drug Use and Health (NSDUH) (community-dwelling 18- to 64-year-old individuals). Data analysis was performed from March to April 2024. Exposure Past-year use of prescription stimulants. Main Outcomes and Measures PSUD using DSM-5 criteria. Results Of the sampled 83 762 adults aged 18 to 64 years, 33.8% (unweighted) were aged 18 to 25 years, 53.0% (unweighted) were aged 26 to 49 years, and 56.0% (unweighted) were women. Among those using prescription stimulants, 25.3% (95% CI, 23.8%-26.8%) reported misuse, and 9.0% (95% CI, 8.0%-10.0%) had PSUD. Among those with PSUD, 72.9% (95% CI, 68.3%-77.6%) solely used their own prescribed stimulants, 87.1% (95% CI, 82.3%-90.8%) used amphetamines, 42.5% (95% CI, 36.6%-48.5%) reported no misuse, and 63.6% (95% CI, 56.8%-69.8%) had mild PSUD. Individuals using amphetamines, compared with those using methylphenidate, had higher prevalence ratios of misuse (3.1 [95% CI, 2.2-4.3]) and PSUD (2.2 [95% CI, 1.3-3.8]). The largest increase in the number of individuals dispensed prescription stimulants was among women aged 35 to 64 years, from 1.2 million in quarter 1 of 2019 to 1.7 million in quarter 4 of 2022 (average quarterly percentage change, 2.6% [95% CI, 2.1%-3.1%]). The prevalence of prescription stimulant misuse was lower among women aged 35 to 64 years using these medications (13.7% [95% CI, 11.1%-16.8%]) than other sex- and age-specific subgroups (ranging from 22.0% [95% CI, 17.9%-26.7%] for men aged 35-64 years to 36.8% [95% CI, 32.6%-41.2%] for women aged 18-25 years). Conclusions and Relevance High prevalence of prescription stimulant misuse and PSUD (regardless of misuse status) suggests the importance of ensuring clinically appropriate use and of screening for and treating PSUD among all adults prescribed stimulants, especially those using amphetamines. Findings may suggest potential progress in addressing the mental health care gap for middle-aged women and the need for evidence-based clinical guidance and training on benefits and risks of prescription stimulants for adults.
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Affiliation(s)
- Beth Han
- National Institute on Drug Abuse, National Institutes of Health, Bethesda, Maryland
| | - Christopher M Jones
- Substance Abuse and Mental Health Services Administration, Rockville, Maryland
| | - Nora D Volkow
- National Institute on Drug Abuse, National Institutes of Health, Bethesda, Maryland
| | | | - Deborah Dowell
- Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Emily B Einstein
- National Institute on Drug Abuse, National Institutes of Health, Bethesda, Maryland
| | - Gery P Guy
- Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Naomi Tomoyasu
- Substance Abuse and Mental Health Services Administration, Rockville, Maryland
| | - Jean Ko
- Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Grant Baldwin
- Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Yngvild Olsen
- Substance Abuse and Mental Health Services Administration, Rockville, Maryland
| | - Wilson M Compton
- National Institute on Drug Abuse, National Institutes of Health, Bethesda, Maryland
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8
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Whitt AG, Karimi VF, Gaskins JT, Renfrow RE, Roach AR, Malkani AL, Hartley B, Yakkanti MR, Jortani SA. Prolonged post-operative hydrocodone usage due to psychotropic drug interaction. Drug Metab Pers Ther 2025; 40:13-21. [PMID: 39679533 DOI: 10.1515/dmpt-2024-0031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2024] [Accepted: 10/21/2024] [Indexed: 12/17/2024]
Abstract
OBJECTIVES To explore pain outcomes in patients prescribed hydrocodone and psychotropic medications with or without CYP2D6 inhibition activity. METHODS Patients hospitalized for lower/limited upper extremity injuries who were prescribed hydrocodone alongside a psychotropic medication were considered for this study (n=224). A subset of these patients (n=178) was prescribed a psychotropic medication known to inhibit CYP2D6, while the remainder (n=46) were prescribed psychotropic medications without CYP2D6 inhibition activity. Patient demographics and pain outcomes were collected by electronic health record review and interviews. RESULTS Patients taking a psychotropic inhibitor of CYP2D6 exhibited longer duration of opioid use post-discharge (median 33 days [IQR 10-99]) compared with patients taking a psychotropic non-inhibitor (4 days [2-20], p<0.001). No significant differences were observed with in-hospital pain outcomes, including total dose of hydrocodone administered, duration of hydrocodone use, pain index scores, and the occurrence of common mild/moderate/severe hydrocodone side effects. CONCLUSIONS Patients prescribed at least one psychotropic inhibitor of CYP2D6 were more likely to continue using hydrocodone for up to 3 months following surgery. Knowledge of these critical drug-drug interactions could enhance clinical practice and improve patient outcomes. This study highlights negative post-operative pain outcomes in patients prescribed hydrocodone alongside a psychotropic inhibitor of CYP2D6. The results of this study indicate that patients taking psychotropic medications that inhibit CYP2D6 are at increased risk for prolonged hydrocodone use following orthopedic surgery.
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Affiliation(s)
- Aaron G Whitt
- Department of Pathology and Laboratory Medicine, 5170 University of Louisville , Louisville, KY, USA
| | - Viana F Karimi
- Department of Pathology and Laboratory Medicine, 5170 University of Louisville , Louisville, KY, USA
| | - Jeremy T Gaskins
- Department of Bioinformatics and Biostatistics, School of Medicine, 5170 University of Louisville , Louisville, KY, USA
| | - Ruby E Renfrow
- Department of Pathology and Laboratory Medicine, 5170 University of Louisville , Louisville, KY, USA
| | - Abbey R Roach
- Division of Psychology and Neuropsychology, Frazier Rehab Institute, Louisville, KY, USA
| | - Arthur L Malkani
- Department of Orthopedic Surgery, School of Medicine, 5170 University of Louisville , Louisville, KY, USA
| | - Brandi Hartley
- Department of Orthopedic Surgery, School of Medicine, 5170 University of Louisville , Louisville, KY, USA
| | | | - Saeed A Jortani
- Department of Pathology and Laboratory Medicine, 5170 University of Louisville , Louisville, KY, USA
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9
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Constantin J, McCabe SE, Pasman E, Wilens T, Chua KP. Association Between Telehealth Initiation Of Stimulant Therapy And New Substance Use Disorder Diagnoses. Health Aff (Millwood) 2025; 44:361-369. [PMID: 40030102 DOI: 10.1377/hlthaff.2024.01026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/12/2025]
Abstract
Policy makers have temporarily extended COVID-19 pandemic-related flexibilities allowing controlled substance prescribing via telehealth without in-person visits. To inform debates regarding whether these flexibilities should be permanent, we used commercial and Medicaid claims to evaluate the risk for newly diagnosed substance use disorders (SUDs) associated with telehealth versus in-person initiation of stimulant therapy. Analyses included 77,153 patients ages 12-64 without prior SUD diagnoses who initiated stimulant therapy during 2021. The outcome was a new diagnosis for SUD within 365 days of initiation. The prevalence of new SUDs was higher in the telehealth versus in-person group (3.7 percent versus 3.2 percent), as was the prevalence of psychiatric comorbidities, which are known SUD risk factors. In adjusted analyses, telehealth initiation was not an independent risk factor for new SUDs, as the higher risk for this diagnosis disappeared when we controlled for psychiatric comorbidities. The same was true when we stratified the analyses by age, except among people ages 26-34. These findings suggest that extending telehealth flexibilities for stimulant prescribing might not increase the risk for newly diagnosed SUDs in most patients. When stimulants are being prescribed via telehealth, measures to prevent misuse may be particularly important among people ages 26-34.
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Affiliation(s)
| | | | | | - Timothy Wilens
- Timothy Wilens, Massachusetts General Hospital and Harvard University, Boston, Massachusetts
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10
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Venkataramanan A, Nayar D, Almasri S, Dhasakeerthi T, Jayachandran S, Bajaj S, Elangovan C. Stimulant use disorder and the likelihood of stroke: Analysis of a national database in the United States. J Stroke Cerebrovasc Dis 2025; 34:108178. [PMID: 39647552 DOI: 10.1016/j.jstrokecerebrovasdis.2024.108178] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2024] [Revised: 11/18/2024] [Accepted: 12/05/2024] [Indexed: 12/10/2024] Open
Abstract
BACKGROUND Stimulant use has been associated with an increased risk of stroke, though data on clinical characteristics and exact risk are limited. This retrospective case-control study examines stroke risk in individuals with stimulant use disorder using data from a national U.S. DATABASE METHODS Data was obtained from the 2019 National Readmission Database (NRD) using ICD-10 codes to identify relevant diagnoses. A multivariate logistic regression analyzed the impact of stimulant use disorder on stroke admission odds, adjusting for alcohol use disorder, tobacco use, diabetes, hypertension, dyslipidemia, age, insurance status, and median income. Outcomes like total hospitalization charge, length of stay, and in-hospital mortality were assessed with multivariate regression. Gender-specific analyses were also conducted. Statistical significance was set at p < 0.05. RESULTS A total of 4,821 adults with stimulant use disorder and stroke were compared to 542,618 stroke patients without stimulant use disorder. Patients with stimulant use disorder (PWSU) had significantly higher odds of hemorrhagic and ischemic stroke admissions, especially hemorrhagic strokes in women. PWSU with hemorrhagic strokes also had higher odds of in-hospital mortality. CONCLUSIONS Stimulant use disorder is associated with higher odds of admission for stroke, especially in women with an overall elevated mortality from hemorrhagic strokes. These findings underscore the need for further research and emphasize the importance of stroke prevention and treatment in individuals with stimulant use disorder.
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Affiliation(s)
- Akash Venkataramanan
- Department of Internal Medicine, John H. Stroger, Jr. Hospital of Cook County Health, IL, USA.
| | - Divya Nayar
- Department of Neurology, University of Arkansas for Medical Sciences, AR, USA.
| | - Sama Almasri
- Department of Neurology, University of Arkansas for Medical Sciences, AR, USA.
| | | | - Sowmya Jayachandran
- Department of Pediatrics, University of Arkansas for Medical Sciences, AR, USA
| | - Suryansh Bajaj
- Department of Radiology, University of Arkansas for Medical Sciences, AR, USA.
| | - Cheran Elangovan
- Department of Neurology, University of Tennessee Health Science Center, USA.
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11
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Nowak K, Chłopaś-Konowałek A, Szpot P, Zawadzki M. The Issue of "Smart Drugs" on the Example of Modafinil: Toxicological Analysis of Evidences and Biological Samples. J Xenobiot 2025; 15:15. [PMID: 39846547 PMCID: PMC11755661 DOI: 10.3390/jox15010015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2024] [Revised: 01/02/2025] [Accepted: 01/13/2025] [Indexed: 01/24/2025] Open
Abstract
Cognitive enhancement through stimulants such as modafinil is becoming increasingly popular, with many individuals using prescription stimulants for non-medical purposes to improve alertness, attention, and mood. The misuse of such substances has raised concerns, particularly in forensic toxicology. The UHPLC-QqQ-MS/MS method was developed to quantify modafinil in evidentiary samples and biological materials. Additionally, the authors noted the presence of sodium adducts during the analysis of samples with high concentrations of modafinil. The method was validated for accuracy, precision, and linearity, with a concentration range of 0.1-10.0 µg/mL for the evidences and 1.0-100.0 ng/mL for blood. The method successfully detected modafinil as the sole substance in all evidences, with concentrations ranging from 90.7 to 120.8 mg, corresponding to 45.5% to 80.5% of the labeled dose. The method was applied to real post-mortem human cases, where, among others, the concentration of modafinil in blood was 110 ng/mL, whereas, in another case, the concentration of modafinil in the putrefaction fluid exceeded 1000 ng/mL. The developed UHPLC-QqQ-MS/MS method is effective for the quantification of modafinil in evidentiary samples and biological materials, offering a reliable tool for forensic toxicology applications. This method can be used to evaluate modafinil use in both legal and illicit contexts, including cases of overdose or misuse.
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Affiliation(s)
- Karolina Nowak
- Department of Pharmacology, Faculty of Medicine, University of Opole, 48 Oleska Street, 45052 Opole, Poland;
| | - Agnieszka Chłopaś-Konowałek
- Department of Forensic Medicine, Division of Molecular Techniques, Wroclaw Medical University, Sklodowskiej-Curie 52, 50369 Wroclaw, Poland;
| | - Paweł Szpot
- Department of Forensic Medicine, Faculty of Medicine, Wroclaw Medical University, 4 J. Mikulicza-Radeckiego Street, 50345 Wroclaw, Poland;
| | - Marcin Zawadzki
- Department of Social Sciences and Infectious Diseases, Faculty of Medicine, Wroclaw University of Science and Technology, 27 Wybrzeze Wyspianskiego Street, 50370 Wroclaw, Poland
- Institute of Toxicology Research, 45 Kasztanowa Street, 55093 Borowa, Poland
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12
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Oyama R, Okuhara T, Furukawa E, Okada H, Kiuchi T. Quality Assessment of Medical Institutions' Websites Regarding Prescription Drug Misuse of Glucagon-Like Peptide-1 Receptor Agonists by Off-Label Use for Weight Loss: Website Evaluation Study. JMIR Form Res 2025; 9:e68792. [PMID: 39742456 PMCID: PMC11736224 DOI: 10.2196/68792] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2024] [Revised: 12/08/2024] [Accepted: 12/16/2024] [Indexed: 01/03/2025] Open
Abstract
BACKGROUND Misuse of glucagon-like peptide-1 receptor agonists (GLP-1RAs) has emerged globally as individuals increasingly use these drugs for weight loss because of unrealistic and attractive body images advertised and shared on the internet. OBJECTIVE This study assesses the quality of information and compliance with Japan's medical advertising guidelines on the websites of medical institutions that prescribe GLP-1RAs off-label for weight loss. METHODS Websites were identified by searching Google and Yahoo! by using keywords related to GLP-1RAs and weight loss in August 2024. The quality of information on these websites was assessed using the DISCERN instrument. To comply with Japan's medical advertising guidelines, we evaluated whether the 5 mandatory items for advertisements of self-paid medical treatments involving the off-label use of drugs were stated and whether there were any exaggerated claims. The content of the exaggerated advertisements was categorized into themes. RESULTS Of the 87 websites included, only 1 website stated all 5 mandatory items. Websites listing "ineligible for the relief system for sufferers from adverse drug reactions" had the lowest percentage at 9% (8/87), while 83% (72/87) of the websites listed exaggerated advertisements. Approximately 69% (60/87) of the websites suggested that no exercise or dietary therapy was required, 24% (21/87) suggested that using GLP-1RAs is a natural and healthy method, and 31% (27/87) of the websites provided the author's personal opinions on the risks of using GLP-1RAs. The mean total DISCERN score for all 87 websites was 32.6 (SD 5.5), indicating low quality. Only 1 website achieved a good rating, and 9 websites were rated as fair. The majority of the websites were rated as poor (72 websites) or very poor (5 websites). CONCLUSIONS We found that the quality of information provided by the websites of medical institutions prescribing GLP-1RAs off-label for weight loss was very low and that many websites violated Japan's medical advertising guidelines. The prevalence of exaggerated advertisements, which may lead consumers to believe that they can lose weight without dietary or exercise therapy, suggests the risk of GLP-1RA misuse among consumers. Public institutions and health care providers should monitor and regulate advertisements that violate guidelines and provide accurate information regarding GLP-1RAs, obesity, and weight loss.
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Affiliation(s)
- Rie Oyama
- Department of Health Communication, School of Public Health, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Tsuyoshi Okuhara
- Department of Health Communication, School of Public Health, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Emi Furukawa
- University Hospital Medical Information Network, The University of Tokyo Hospital, Tokyo, Japan
| | - Hiroko Okada
- Department of Health Communication, School of Public Health, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Takahiro Kiuchi
- Department of Health Communication, School of Public Health, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
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13
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Cameron EC, Jacquin KM. Emerging trends in cannabis administration for women with chronic pain. MENTAL HEALTH SCIENCE 2024; 2:e88. [PMID: 39816373 PMCID: PMC11735029 DOI: 10.1002/mhs2.88] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/11/2023] [Accepted: 09/12/2024] [Indexed: 01/18/2025]
Abstract
Cannabis use among women who experience chronic pain is on the rise in the United States. However, little is known about women's motives and preferences for cannabis administration. The purpose of this study was to characterize cannabis use among women with chronic pain. This study examined self-reported forms of cannabis administration and preferred source of cannabis, frequency and quantity of use, and self-reported side effects, and type, level, and intensity of chronic pain among adult women in the United States. This study also compared women who use cannabis for chronic pain and those who do not across the level of chronic pain, length of chronic pain, and the number of types of chronic pain experienced. Participants showed a significant preference (60%) for using recreational cannabis to treat chronic pain but reported that medical cannabis was more effective. For participants who preferred medical cannabis 24.3% reported daily use, as compared to only 7.8% of recreational cannabis users. Smoking was the most common form of administration (62.1%), followed by edibles (25.3%), vaporizing in any form (7.4%), tinctures and concentrates (3.2%), and topicals (2.1%). Participants reported using 1-6 different forms of cannabis administration. Those who preferred smoking were significantly likely to use all other forms of administration. However, those who preferred alternatives to smoking were significantly likely to use all forms of administration except for smoking. Medical cannabis users preferred to obtain cannabis from a dispensary, while recreational users preferred to obtain cannabis from unlicensed sources. Additionally, participants who used cannabis for chronic pain reported a 74% reduction in past 30-day opioid use. Future research is needed to investigate the health effects associated with single and combined forms of cannabis administration for women with chronic pain. Results can inform educational and intervention programs, treatment development, content regulation of products, policy formation, women's health research, and public health guidelines.
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Affiliation(s)
- Erinn C. Cameron
- Department of Psychiatry, Boston Medical Center, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts, USA
- Department of Psychiatry, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Kristine M. Jacquin
- School of Psychology, Fielding Graduate University, Santa Barbara, California, USA
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14
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Aitken B, Downey LA, Rose S, Arkell TR, Shiferaw B, Hayley AC. Driving performance and ocular activity following acute administration of 10 mg methylphenidate: A randomised, double-blind, placebo-controlled study. J Psychopharmacol 2024; 38:998-1006. [PMID: 39394668 PMCID: PMC11528951 DOI: 10.1177/02698811241286715] [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: 10/14/2024]
Abstract
BACKGROUND Methylphenidate is a routinely prescribed treatment for attention-deficit/hyperactivity disorder with misuse potential owing to its perceived performance-enhancing and euphoric properties. Although clinically effective, there is limited understanding of how methylphenidate affects safety-sensitive tasks such as driving when used by healthy individuals. AIM Explore the acute effects of 10 mg methylphenidate on driving performance and gaze behaviour. METHODS Twenty-five fully licensed, healthy adults (mean age = 33.5 ± 7.8 years, 64% male) took part in two 40-min simulated highway drives with simultaneous eye movements monitored using a proprietary automotive-grade driver monitoring system (Seeing Machines). Driving performance was assessed using the standard deviation of lateral position, standard deviation of speed and steering variability. Visual scanning efficiency was determined using ocular metrics, such as fixation duration and rate, gaze transition entropy, and stationary gaze entropy, were assessed to determine visual scanning efficiency. RESULTS Methylphenidate significantly improved driving performance by reducing lane weaving and speed variation, particularly in the latter half of the drive. Although a significant reduction in fixation duration was observed, all other ocular metrics remained unchanged. CONCLUSIONS Methylphenidate mitigates performance decrements typically associated with prolonged and monotonous driving. The absence of pronounced oculomotor effects suggests that a single 10 mg dose of methylphenidate has no deleterious impact on visual scanning behaviour during driving tasks with low-to-moderate cognitive demand. Future research should investigate the effects of methylphenidate under various dosing and driving conditions to better understand its impact. TRIAL REGISTRATION ACTRN12620000499987.
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Affiliation(s)
- Blair Aitken
- Centre for Mental Health and Brain Sciences, Swinburne University of Technology, Hawthorn, VIC, Australia
| | - Luke A Downey
- Centre for Mental Health and Brain Sciences, Swinburne University of Technology, Hawthorn, VIC, Australia
- Institute for Breathing and Sleep, Austin Health, Heidelberg, VIC, Australia
| | - Serah Rose
- Centre for Mental Health and Brain Sciences, Swinburne University of Technology, Hawthorn, VIC, Australia
| | - Thomas R Arkell
- Centre for Mental Health and Brain Sciences, Swinburne University of Technology, Hawthorn, VIC, Australia
| | - Brook Shiferaw
- Centre for Mental Health and Brain Sciences, Swinburne University of Technology, Hawthorn, VIC, Australia
- Seeing Machines, Fyshwick, ACT, Australia
| | - Amie C Hayley
- Centre for Mental Health and Brain Sciences, Swinburne University of Technology, Hawthorn, VIC, Australia
- Institute for Breathing and Sleep, Austin Health, Heidelberg, VIC, Australia
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15
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Deeds B, Goldstein AB, Blanco C. Vulnerable Populations and Substance Use Prevention Service Delivery for the Mental Health Professional. FOCUS (AMERICAN PSYCHIATRIC PUBLISHING) 2024; 22:441-448. [PMID: 39563878 PMCID: PMC11571190 DOI: 10.1176/appi.focus.20240019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/21/2024]
Abstract
The authors discuss the multidimensionality of risk factors for substance use and substance use disorder across the lifespan and the interplay between biological and environmental factors that may lead to substance use. When these underlying factors are not addressed, and usage continues, altered networks in the brain may lead to substance use disorders. Progress in prevention science, and in approaches to delay or prevent substance use initiation and progression to substance use disorder, is reviewed. Four barriers to delivering prevention approaches-unstable funding with a lack of coordination across systems, insufficient workforce capacity, states not knowing where to find evidence-based programs, and a lack of knowledge in how to adapt programs for specific settings-are identified, highlighting the need for a national prevention infrastructure. The authors conclude by providing examples and resources for mental health professionals in promoting prevention of substance use initiation and disorders.
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Affiliation(s)
- Bethany Deeds
- Division of Epidemiology, Services and Prevention Research, National Institute on Drug Abuse, National Institutes of Health, Bethesda, Maryland
| | - Amy B Goldstein
- Division of Epidemiology, Services and Prevention Research, National Institute on Drug Abuse, National Institutes of Health, Bethesda, Maryland
| | - Carlos Blanco
- Division of Epidemiology, Services and Prevention Research, National Institute on Drug Abuse, National Institutes of Health, Bethesda, Maryland
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16
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Frankeberger J, Perdue T, Ramirez E, Valdez A, Cepeda A. Correlates of Current Methamphetamine Use and Opioid Co-Use Among Latina Women in a Low-Income Community. J Psychoactive Drugs 2024:1-10. [PMID: 39219334 PMCID: PMC11872014 DOI: 10.1080/02791072.2024.2395494] [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: 10/31/2023] [Revised: 05/13/2024] [Accepted: 06/20/2024] [Indexed: 09/04/2024]
Abstract
Using data from Proyecto SALTO, a 15-year follow-up study of a cohort of Mexican American women in a low-income community in San Antonio, Texas, this study examines emerging patterns of current methamphetamine (MA) use, including opioid co-use, among this understudied population. A bivariate analysis compared individuals with and without current MA use and identified sociodemographic correlates and co-occurring mental health and substance use. A secondary analysis compared those with current MA use, opioid use, and concurrent MA and opioid use. Nineteen percent of the sample had current MA use. MA use was associated with having a lower income (OR = 7.04-1.93, SE = 1.59-5.46), residential instability (OR = 5.19, SE = 1.99), and suicidal ideation (OR = 2.62, SE = 0.93). Participants with MA use had more than four times the odds of using opioids than those without MA use. Women with concurrent MA and opioid use differed in sociodemographics and behavioral risks compared to those with only MA or only opioid use. These findings explore the social, mental health, and structural inequities that exacerbate risks and harms associated with high-risk substance use among marginalized Latino populations. Prevention and intervention strategies should adopt a holistic approach that considers and addresses polysubstance use, mental health, and the sociocultural contexts in which individuals live.
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Affiliation(s)
- J. Frankeberger
- Department of Pediatrics, University of California San Diego, San Diego, CA, USA
| | - T. Perdue
- John Glenn College of Public Affairs, The Ohio State University, Columbus, OH, USA
| | - E. Ramirez
- Suzanne Dworak-Peck School of Social Work, University of Southern California, Los Angeles, CA, USA
| | - A. Valdez
- Suzanne Dworak-Peck School of Social Work, University of Southern California, Los Angeles, CA, USA
| | - A. Cepeda
- Suzanne Dworak-Peck School of Social Work, University of Southern California, Los Angeles, CA, USA
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17
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Callovini T, Janiri D, Segatori D, Mastroeni G, Kotzalidis GD, Di Nicola M, Sani G. Examining the Myth of Prescribed Stimulant Misuse among Individuals with Attention-Deficit/Hyperactivity Disorder: A Systematic Review. Pharmaceuticals (Basel) 2024; 17:1076. [PMID: 39204181 PMCID: PMC11357389 DOI: 10.3390/ph17081076] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2024] [Revised: 08/09/2024] [Accepted: 08/12/2024] [Indexed: 09/03/2024] Open
Abstract
The literature emphasizes the importance of addressing the misuse of ADHD medications as a potential significant healthcare issue within the general population. Nevertheless, there are no systematic reviews that specifically examine whether the misuse of psychostimulant medication among clinical populations diagnosed with ADHD who are undergoing prescribed stimulant therapy is a rational concern or a false myth. This systematic review was carried out according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) 2020 Statement. We searched PubMed databases for articles indexed up to 12th July 2023, without language restrictions. Our systematic search generated 996 unique articles. After a full-text revision, 13 studies met the eligibility criteria and were included in the systematic review. In the 50% of the study on the adult population, the reported prevalence of stimulant misuse was 0%. In other studies, the range of stimulant misuse rates varied from 2% to 29%, with no available data specifically focusing on the youth population. It has been noted that misuse of prescribed stimulant treatment is linked with particular subject characteristics, such as older age, prior or more frequent use of ADHD medication, use of short-acting medication, and a history of alcohol/substance misuse diagnosis. Despite certain limitations, our study highlights that while a significant proportion of individuals undergoing psychostimulant treatment for ADHD follow their prescribed medication regimens without resorting to misuse behaviors, there is variability in adherence, with occurrences of misuse behaviors. The misuse of prescribed ADHD treatment appears to be associated with distinct subject characteristics, underscoring the importance for tailored interventions addressing the specific requirements of these individuals to attain optimal treatment outcomes while mitigating misuse risks.
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Affiliation(s)
- Tommaso Callovini
- Department of Neuroscience, Section of Psychiatry, Università Cattolica del Sacro Cuore, 00168 Rome, Italy (D.S.); (G.D.K.)
| | - Delfina Janiri
- Department of Neuroscience, Section of Psychiatry, Università Cattolica del Sacro Cuore, 00168 Rome, Italy (D.S.); (G.D.K.)
- Department of Psychiatry, Section of Psychiatry, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 00168 Rome, Italy
| | - Daniele Segatori
- Department of Neuroscience, Section of Psychiatry, Università Cattolica del Sacro Cuore, 00168 Rome, Italy (D.S.); (G.D.K.)
| | - Giulia Mastroeni
- Department of Neuroscience, Section of Psychiatry, Università Cattolica del Sacro Cuore, 00168 Rome, Italy (D.S.); (G.D.K.)
| | - Georgios D. Kotzalidis
- Department of Neuroscience, Section of Psychiatry, Università Cattolica del Sacro Cuore, 00168 Rome, Italy (D.S.); (G.D.K.)
| | - Marco Di Nicola
- Department of Neuroscience, Section of Psychiatry, Università Cattolica del Sacro Cuore, 00168 Rome, Italy (D.S.); (G.D.K.)
- Department of Psychiatry, Section of Psychiatry, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 00168 Rome, Italy
| | - Gabriele Sani
- Department of Neuroscience, Section of Psychiatry, Università Cattolica del Sacro Cuore, 00168 Rome, Italy (D.S.); (G.D.K.)
- Department of Psychiatry, Section of Psychiatry, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 00168 Rome, Italy
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18
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Smith NS, Abhari S, Smith LS, Altman KM, Yakkanti MR, Malkani AL. Results of Primary Total Knee Arthroplasty in Patients on Chronic Psychotropic Medications. J Arthroplasty 2024; 39:S161-S166.e1. [PMID: 38401620 DOI: 10.1016/j.arth.2024.02.037] [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] [Received: 11/13/2023] [Revised: 02/09/2024] [Accepted: 02/13/2024] [Indexed: 02/26/2024] Open
Abstract
BACKGROUND Psychotropic medications are commonly used to treat several mental health conditions. The aim of this study was to determine the impact of psychotropic medications in patients undergoing primary total knee arthroplasty (TKA) with respect to postoperative opioid use, complications, patient-reported outcome measures, and satisfaction. METHODS This is a retrospective cohort study of 514 consecutive patients undergoing primary TKA. There were 120 patients (23.3%) who were excluded due to preoperative opioid usage. The remaining 394 patients had a minimum 1-year follow-up. Of those, 133 (34%) were on psychotropic medications preoperatively and were compared to the remaining 261 (66%) patients who were not on psychotropics. Clinical data, satisfaction, Knee Society (KS) scores, Western Ontario McMaster Universities Arthritis Index, Patient-Reported Outcomes Measurement Index Score, Forgotten Joint Scores, Knee Injury and Osteoarthritis Outcome Score for Joint Replacement, postoperative opioid medication usage, and complications were compared. RESULTS The study cohort (psychotropic medications) had significantly lower postoperative KS Function, KS Knee, Forgotten Joint Scores, Knee Injury and Osteoarthritis Outcome Score for Joint Replacement, Western Ontario McMaster Universities Arthritis Index, and Patient-Reported Outcomes Measurement Index Score compared to the control group. The study group had a lower overall satisfaction score (Likert scale 1 to 5) and a lower percentage of patients either satisfied or very satisfied (4.55 versus 4.79, P < .001; 92.0 versus 97.24%, P = .03, respectively). Postoperative opioid usage was significantly greater in the study group at both 6.4 weeks (range, 4 to 8) and 12-month follow-up (52.76 versus 13.33%, P < .001; 5.51 versus 0.39%, P = .002, respectively). There were no differences in complications and revisions between the groups. CONCLUSIONS Patients on psychotropic medications should be educated on the risk of increased opioid consumption, diminished satisfaction, and patient-reported outcome measures following primary TKA. Given the large number of patients on psychotropic medications undergoing TKA, additional studies are needed to further improve clinical outcomes in this group.
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Affiliation(s)
- Nolan S Smith
- Department of Orthopedic Surgery, University of Louisville, Louisville, Kentucky
| | - Sarag Abhari
- Department of Orthopedic Surgery, University of Louisville, Louisville, Kentucky
| | | | - Kyle M Altman
- Department of Orthopedic Surgery, University of Louisville, Louisville, Kentucky
| | | | - Arthur L Malkani
- Adult Reconstruction Program, Department of Orthopedic Surgery, University of Louisville, Louisville, Kentucky
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19
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Whitehurst LN, Morehouse A, Mednick SC. Can stimulants make you smarter, despite stealing your sleep? Trends Cogn Sci 2024; 28:702-713. [PMID: 38763802 DOI: 10.1016/j.tics.2024.04.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2023] [Revised: 04/16/2024] [Accepted: 04/17/2024] [Indexed: 05/21/2024]
Abstract
Nonmedical use of psychostimulants for cognitive enhancement is widespread and growing in neurotypical individuals, despite mixed scientific evidence of their effectiveness. Sleep benefits cognition, yet the interaction between stimulants, sleep, and cognition in neurotypical adults has received little attention. We propose that one effect of psychostimulants, namely decreased sleep, may play an important and unconsidered role in the effect of stimulants on cognition. We discuss the role of sleep in cognition, the alerting effects of stimulants in the context of sleep loss, and the conflicting findings of stimulants for complex cognitive processes. Finally, we hypothesize that sleep may be one unconsidered factor in the mythology of stimulants as cognitive enhancers and propose a methodological approach to systematically assess this relation.
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Affiliation(s)
- Lauren N Whitehurst
- Department of Psychology, University of Kentucky, Lexington, KY, USA, 40508.
| | - Allison Morehouse
- Department of Cognitive Science, University of California, Irvine, Irvine, CA, USA, 92617
| | - Sara C Mednick
- Department of Cognitive Science, University of California, Irvine, Irvine, CA, USA, 92617.
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20
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Young EJ, Radnai L, Prikhodko V, Miller CA. Novel therapeutics in development for the treatment of stimulant-use disorder. Curr Opin Neurobiol 2024; 87:102898. [PMID: 39096558 DOI: 10.1016/j.conb.2024.102898] [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: 03/24/2024] [Revised: 07/14/2024] [Accepted: 07/14/2024] [Indexed: 08/05/2024]
Abstract
Misuse and accidental overdoses attributed to stimulants are escalating rapidly. These stimulants include methamphetamine, cocaine, amphetamine, ecstasy-type drugs, and prescription stimulants such as methylphenidate. Unlike opioids and alcohol, there are no therapies approved by the US Food and Drug Administration (FDA) to treat stimulant-use disorder. The high rate of relapse among this population highlights the insufficiency of current treatment options, which are limited to abstinence support programs and behavioral modification therapies. Here, we briefly outline recent regulatory actions taken by FDA to help support the development of new stimulant use disorder treatments and highlight several new therapeutics in the clinical development pipeline.
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Affiliation(s)
- Erica J Young
- Department of Molecular Medicine, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL, USA; Department of Neuroscience, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL, USA; Myosin Therapeutics, Jupiter, FL, USA
| | - Laszlo Radnai
- Department of Molecular Medicine, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL, USA; Department of Neuroscience, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL, USA
| | | | - Courtney A Miller
- Department of Molecular Medicine, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL, USA; Department of Neuroscience, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL, USA.
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21
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Kasson E, Filiatreau LM, Davet K, Kaiser N, Sirko G, Bekele M, Cavazos-Rehg P. Examining Symptoms of Stimulant Misuse and Community Support Among Members of a Recovery-Oriented Online Community. J Psychoactive Drugs 2024; 56:422-432. [PMID: 37381990 PMCID: PMC10755072 DOI: 10.1080/02791072.2023.2228781] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Revised: 04/28/2023] [Accepted: 06/09/2023] [Indexed: 06/30/2023]
Abstract
Misuse of prescription and non-prescription stimulants and related overdose deaths represent a growing public health crisis that warrants immediate intervention. We examined 100 posts and their respective comments from a public, recovery-oriented Reddit community in January 2021 to explore content related to DSM-V stimulant use disorder symptoms, access and barriers to recovery, and peer support. Using inductive and deductive methods, a codebook was developed with the following primary themes: 1) DSM-V Symptoms and Risk Factors, 2) Stigma/Shame, 3) Seeking Advice or Information, 4) Supportive or Unsupportive Comments. In 37% of posts community members reported taking high doses and engaging in prolonged misuse of stimulants. Nearly half of posts in the sample (46%) were seeking advice for recovery, but 42% noted fear of withdrawal symptoms or a loss of productivity (18%) as barriers to abstinence or a reduction in use. Concerns related to stigma, shame, hiding use from others (30%), and comorbid mental health conditions (34%) were also noted. Social media content analysis allows for insight into information about lived experiences of individuals struggling with substance use disorders. Future online interventions should address recovery barriers related to stigma and shame as well as fears associated with the physical and psychological impact of quitting stimulant misuse.
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Affiliation(s)
- Erin Kasson
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO 63110
| | - Lindsey M. Filiatreau
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO 63110
| | - Kevin Davet
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO 63110
| | - Nina Kaiser
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO 63110
| | - Georgi Sirko
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO 63110
| | - Mehaly Bekele
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO 63110
- University of Southern California, Los Angeles, CA 90007
| | - Patricia Cavazos-Rehg
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO 63110
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22
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McCabe SE, Schulenberg JE, Wilens TE, Schepis TS, Werner KS, McCabe VV, Veliz PT. Attention-Deficit Hyperactivity Disorder Stimulant Therapy and Prescription Drug Misuse During Transition to Young Adulthood. Psychiatr Serv 2024; 75:622-629. [PMID: 38321920 PMCID: PMC11315353 DOI: 10.1176/appi.ps.20230418] [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] [Indexed: 02/08/2024]
Abstract
OBJECTIVE Limited prospective data exist about the impact of stimulant therapy for attention-deficit hyperactivity disorder (ADHD) during adolescence on the risk for later prescription drug misuse (PDM; i.e., of benzodiazepines, opioids, and stimulants). METHODS National longitudinal multicohort panels (baseline cohort years 2005-2017) of U.S. 12th grade students (N=11,066; ages 17 and 18 years) from the Monitoring the Future study were surveyed via self-administered questionnaires and followed up biennially during young adulthood (ages 19-24). A multivariable analysis was used to assess whether adolescents' lifetime history of stimulant therapy for ADHD was associated with subsequent PDM. RESULTS Overall, 9.9% of adolescents reported lifetime stimulant therapy for ADHD at ages 17 and 18. No significant differences were found in the adjusted odds of later incidence or prevalence of past-year PDM during young adulthood between adolescents with lifetime stimulant therapy and adolescents with no stimulant therapy. Over the 5-year follow-up, past-year PDM during young adulthood was most prevalent among adolescents who reported both stimulant therapy and prescription stimulant misuse (53.1%) and those who reported prescription stimulant misuse only (51.5%). Compared with adolescents in a control group without lifetime stimulant therapy or misuse, adolescents reporting prescription stimulant misuse had significantly higher adjusted odds of later incidence and prevalence of PDM during young adulthood. CONCLUSIONS Adolescents' stimulant therapy for ADHD was not significantly associated with increased risk for later PDM during young adulthood. In contrast, adolescents' misuse of prescription stimulants strongly predicted later PDM. Monitoring adolescents for prescription stimulant misuse may help identify and mitigate the risk for future PDM.
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Affiliation(s)
- Sean Esteban McCabe
- Center for the Study of Drugs, Alcohol, Smoking and Health, School of Nursing (S. E. McCabe, Wilens, Schepis, Werner, V. V. McCabe, Veliz), Institute for Social Research (S. E. McCabe, Schulenberg, Veliz), Department of Psychology (Schulenberg), and Department of Psychiatry (Werner, V. V. McCabe), University of Michigan, Ann Arbor; Department of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Harvard University, Boston (Wilens); Department of Psychology, Texas State University, San Marcos (Schepis)
| | - John E Schulenberg
- Center for the Study of Drugs, Alcohol, Smoking and Health, School of Nursing (S. E. McCabe, Wilens, Schepis, Werner, V. V. McCabe, Veliz), Institute for Social Research (S. E. McCabe, Schulenberg, Veliz), Department of Psychology (Schulenberg), and Department of Psychiatry (Werner, V. V. McCabe), University of Michigan, Ann Arbor; Department of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Harvard University, Boston (Wilens); Department of Psychology, Texas State University, San Marcos (Schepis)
| | - Timothy E Wilens
- Center for the Study of Drugs, Alcohol, Smoking and Health, School of Nursing (S. E. McCabe, Wilens, Schepis, Werner, V. V. McCabe, Veliz), Institute for Social Research (S. E. McCabe, Schulenberg, Veliz), Department of Psychology (Schulenberg), and Department of Psychiatry (Werner, V. V. McCabe), University of Michigan, Ann Arbor; Department of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Harvard University, Boston (Wilens); Department of Psychology, Texas State University, San Marcos (Schepis)
| | - Ty S Schepis
- Center for the Study of Drugs, Alcohol, Smoking and Health, School of Nursing (S. E. McCabe, Wilens, Schepis, Werner, V. V. McCabe, Veliz), Institute for Social Research (S. E. McCabe, Schulenberg, Veliz), Department of Psychology (Schulenberg), and Department of Psychiatry (Werner, V. V. McCabe), University of Michigan, Ann Arbor; Department of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Harvard University, Boston (Wilens); Department of Psychology, Texas State University, San Marcos (Schepis)
| | - Kennedy S Werner
- Center for the Study of Drugs, Alcohol, Smoking and Health, School of Nursing (S. E. McCabe, Wilens, Schepis, Werner, V. V. McCabe, Veliz), Institute for Social Research (S. E. McCabe, Schulenberg, Veliz), Department of Psychology (Schulenberg), and Department of Psychiatry (Werner, V. V. McCabe), University of Michigan, Ann Arbor; Department of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Harvard University, Boston (Wilens); Department of Psychology, Texas State University, San Marcos (Schepis)
| | - Vita V McCabe
- Center for the Study of Drugs, Alcohol, Smoking and Health, School of Nursing (S. E. McCabe, Wilens, Schepis, Werner, V. V. McCabe, Veliz), Institute for Social Research (S. E. McCabe, Schulenberg, Veliz), Department of Psychology (Schulenberg), and Department of Psychiatry (Werner, V. V. McCabe), University of Michigan, Ann Arbor; Department of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Harvard University, Boston (Wilens); Department of Psychology, Texas State University, San Marcos (Schepis)
| | - Philip T Veliz
- Center for the Study of Drugs, Alcohol, Smoking and Health, School of Nursing (S. E. McCabe, Wilens, Schepis, Werner, V. V. McCabe, Veliz), Institute for Social Research (S. E. McCabe, Schulenberg, Veliz), Department of Psychology (Schulenberg), and Department of Psychiatry (Werner, V. V. McCabe), University of Michigan, Ann Arbor; Department of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Harvard University, Boston (Wilens); Department of Psychology, Texas State University, San Marcos (Schepis)
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23
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Malacarne A, Jain S, Barouxis L, Walterscheid B, Finkelman M. Attention-deficit hyperactivity disorder and psychostimulant use in patients seeking dental care-Associations with common orofacial pain complaints. J Oral Rehabil 2024; 51:947-953. [PMID: 38379383 DOI: 10.1111/joor.13662] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2023] [Revised: 11/28/2023] [Accepted: 02/05/2024] [Indexed: 02/22/2024]
Abstract
BACKGROUND Dental medicine should expand its scope to properly assess medical and psychosocial factors that might have an impact on patients' oral health. Based on previous literature and clinical experience, attention-deficit/hyperactivity disorder and psychostimulant medications might represent factors associated with orofacial pain symptoms. OBJECTIVE The aim of the study was to assess whether common orofacial pain complaints such as jaw pain, jaw clicking, teeth clenching and headaches are more prevalent in dental patients who have an ADHD diagnosis and/or use psychostimulant medications. METHODS Orofacial pain symptoms prevalence was compared among four groups from a sample of new patients seeking dental care at Tufts University School of Dental Medicine (n = 11 699) based on ADHD diagnosis and psychostimulants intake: G1: no ADHD, no stimulants; G2: yes ADHD, yes stimulants; G3: yes ADHD, no stimulants; G4: no ADHD, yes stimulants. RESULTS In multivariable logistic regression models adjusting for age, gender, tobacco use, and alcohol consumption, significant differences were found for clenching (p < .0001), jaw pain (p < .0001), and headache (p < .0001). Compared to G1, two groups (G2 and G4) exhibited significantly higher odds of clenching and headaches, whereas only G2 exhibited significantly higher odds of jaw pain. CONCLUSIONS In comparison with patients without ADHD and not taking psychostimulants medications, dental patients using psychostimulants with and without ADHD diagnosis report headaches and teeth clenching more frequently, while jaw pain is reported more frequently only by those taking psychostimulants with an ADHD diagnosis. Further research is necessary to assess the nature of these associations and their clinical relevance.
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Affiliation(s)
- Alberto Malacarne
- Tufts University School of Dental Medicine, Boston, Massachusetts, USA
| | - Shruti Jain
- Tufts University School of Dental Medicine, Boston, Massachusetts, USA
| | - Lena Barouxis
- Tufts University School of Dental Medicine, Boston, Massachusetts, USA
| | | | - Matthew Finkelman
- Tufts University School of Dental Medicine, Boston, Massachusetts, USA
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24
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Izuno-Garcia AK, Vanderburg JL, Pagán AF, Loveland KA. Brief Report: Self-Reported Medication Use in Individuals Diagnosed with Autism Spectrum Disorder in Adulthood: A U.S. Clinic Sample from 2012 to 2022. J Autism Dev Disord 2024:10.1007/s10803-024-06397-0. [PMID: 38782883 DOI: 10.1007/s10803-024-06397-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/06/2024] [Indexed: 05/25/2024]
Abstract
PURPOSE As the understanding of autism spectrum disorder (ASD) across the lifespan has increased, so has the number of individuals being identified with ASD for the first time in adulthood. Understanding co-occurring psychiatric conditions in this subset of the ASD population is a growing focus of research; however, little is known about the rate at which psychiatric medications are prescribed to adults with a first-time diagnosis of ASD. The purpose of this study was to examine self-reported medication use in persons diagnosed with ASD in adulthood in a clinic sample (2012-2022) in the United States. METHODS The present study was a retrospective record review. Participants (n = 281) were drawn from an outpatient clinic specializing in the diagnosis of ASD in adults. Participants self-reported previous and current psychiatric medication prescription using a medication checklist. RESULTS Approximately 50% of participants self-reported being prescribed at least one psychiatric medication at the time of their initial evaluation appointment. The most commonly prescribed psychiatric medications were antidepressants (23.8%), followed by stimulants (16.7%). CONCLUSION Similar to individuals diagnosed with ASD in childhood, those identified with ASD for the first time in adulthood are prescribed psychiatric medication at a much higher rate than their same-age non-autistic peers. These results can inform future research and practice for improving outcomes for autistic adults, particularly those who were undiagnosed for much of their lives.
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Affiliation(s)
- A K Izuno-Garcia
- Louis A. Faillace, MD, Department of Psychiatry and Behavioral Sciences, McGovern Medical School, University of Texas Health Science Center, Houston, TX, USA.
| | - J L Vanderburg
- Louis A. Faillace, MD, Department of Psychiatry and Behavioral Sciences, McGovern Medical School, University of Texas Health Science Center, Houston, TX, USA
| | - A F Pagán
- Louis A. Faillace, MD, Department of Psychiatry and Behavioral Sciences, McGovern Medical School, University of Texas Health Science Center, Houston, TX, USA
| | - K A Loveland
- Louis A. Faillace, MD, Department of Psychiatry and Behavioral Sciences, McGovern Medical School, University of Texas Health Science Center, Houston, TX, USA
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25
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McHugh RK, Korte FM, Bichon JA, Weiss RD. Gender differences in the prevalence of stimulant misuse in the United States: 2015-2019. Am J Addict 2024; 33:283-289. [PMID: 37924248 PMCID: PMC11032236 DOI: 10.1111/ajad.13501] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Revised: 09/29/2023] [Accepted: 10/21/2023] [Indexed: 11/06/2023] Open
Abstract
BACKGROUND AND OBJECTIVES The gender gap in prevalence of substance-use disorders has narrowed. However, gender differences in stimulant misuse have not been well-characterized in recent years. The aim of this study was to quantify gender differences in past-year stimulant misuse and stimulant-use disorder, separated by stimulant type (cocaine/crack, prescription stimulants, and methamphetamine). In an exploratory aim, we investigated whether gender differences were moderated by age or sexual orientation. METHODS We combined data from the National Survey on Drug Use and Health from 2015 to 2019 (unweighted N = 282,768) to test gender differences in the prevalence of past-year stimulant misuse. RESULTS Results indicated that stimulant misuse was significantly more prevalent in men than women for all stimulant types for both past-year use and past-year use disorder. The magnitude of this sex difference was smallest for prescription stimulants, where men had 1.37 times higher odds of past-year misuse and no gender difference was observed in the prevalence of prescription stimulant-use disorder. The magnitude of gender differences also varied based on both age and sexual orientation. CONCLUSIONS AND SCIENTIFIC SIGNIFICANCE Illicit stimulant misuse continues to be more common in men than in women; however, gender differences are more modest for prescription stimulant misuse, suggesting a narrowing of this historical gender difference.
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Affiliation(s)
- R. Kathryn McHugh
- Division of Alcohol, Drugs and Addiction, McLean Hospital, Belmont, MA, USA
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
| | - Francesca M. Korte
- Division of Alcohol, Drugs and Addiction, McLean Hospital, Belmont, MA, USA
| | - Juliette A. Bichon
- Division of Alcohol, Drugs and Addiction, McLean Hospital, Belmont, MA, USA
| | - Roger D. Weiss
- Division of Alcohol, Drugs and Addiction, McLean Hospital, Belmont, MA, USA
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
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26
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Hrabak M, Moon C, Bolaños-Guzmán CA, Steiner H. Vilazodone, a Selective Serotonin Reuptake Inhibitor with Diminished Impact on Methylphenidate-Induced Gene Regulation in the Striatum: Role of 5-HT1A Receptor. Mol Neurobiol 2024; 61:1907-1919. [PMID: 37807008 PMCID: PMC10978284 DOI: 10.1007/s12035-023-03688-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2023] [Accepted: 10/01/2023] [Indexed: 10/10/2023]
Abstract
Selective serotonin reuptake inhibitors (SSRIs), including fluoxetine, are frequently combined with medical psychostimulants such as methylphenidate (Ritalin), for example, in the treatment of attention-deficit hyperactivity disorder/depression comorbidity. Co-exposure to these medications also occurs with misuse of methylphenidate as a recreational drug by patients on SSRIs. Methylphenidate, a dopamine reuptake blocker, produces moderate addiction-related gene regulation. Findings show that SSRIs such as fluoxetine given in conjunction with methylphenidate potentiate methylphenidate-induced gene regulation in the striatum in rats, consistent with a facilitatory action of serotonin on addiction-related processes. These SSRIs may thus increase methylphenidate's addiction liability. Here, we investigated the effects of a novel SSRI, vilazodone, on methylphenidate-induced gene regulation. Vilazodone differs from prototypical SSRIs in that, in addition to blocking serotonin reuptake, it acts as a partial agonist at the 5-HT1A serotonin receptor subtype. Studies showed that stimulation of the 5-HT1A receptor tempers serotonin input to the striatum. We compared the effects of acute treatment with vilazodone (10-20 mg/kg) with those of fluoxetine (5 mg/kg) on striatal gene regulation (zif268, substance P, enkephalin) induced by methylphenidate (5 mg/kg), by in situ hybridization histochemistry combined with autoradiography. We also assessed the impact of blocking 5-HT1A receptors by the selective antagonist WAY-100635 (0.5 mg/kg) on these responses. Behavioral effects of these drug treatments were examined in parallel in an open-field test. Our results show that, in contrast to fluoxetine, vilazodone did not potentiate gene regulation induced by methylphenidate in the striatum, while vilazodone enhanced methylphenidate-induced locomotor activity. However, blocking 5-HT1A receptors by WAY-100635 unmasked a potentiating effect of vilazodone on methylphenidate-induced gene regulation, thus confirming an inhibitory role for 5-HT1A receptors. Our findings suggest that vilazodone may serve as an adjunct SSRI with diminished addiction facilitating properties and identify the 5-HT1A receptor as a potential therapeutic target to treat addiction.
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Affiliation(s)
- Michael Hrabak
- Stanson Toshok Center for Brain Function and Repair, Rosalind Franklin University of Medicine and Science, North Chicago, IL, 60064, USA
| | - Connor Moon
- Stanson Toshok Center for Brain Function and Repair, Rosalind Franklin University of Medicine and Science, North Chicago, IL, 60064, USA
| | - Carlos A Bolaños-Guzmán
- Department of Psychological and Brain Sciences, Institute for Neuroscience, Texas A&M University, College Station, TX, 77843, USA
| | - Heinz Steiner
- Stanson Toshok Center for Brain Function and Repair, Rosalind Franklin University of Medicine and Science, North Chicago, IL, 60064, USA.
- Discipline of Cellular and Molecular Pharmacology, The Chicago Medical School, Rosalind Franklin University of Medicine and Science, North Chicago, IL, 60064, USA.
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27
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Klein SR, Blum K, Gold MS, Thanos PK. Chronic Methylphenidate Effects on Brain Gene Expression: An Exploratory Review. Psychol Res Behav Manag 2024; 17:577-592. [PMID: 38379637 PMCID: PMC10876479 DOI: 10.2147/prbm.s445719] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2023] [Accepted: 02/05/2024] [Indexed: 02/22/2024] Open
Abstract
Methylphenidate (MP) is a psychostimulant commonly prescribed for individuals with attention deficit hyperactivity disorder (ADHD) but it is also taken with and without a prescription for performance enhancement. Prior research has characterized the effects of MP on behavior, cognition, and neurochemistry. This exploratory review covers the uses of MP and examined the effects of MP on gene expression in the brain following exposure. Overall, MP causes a wide-spread potentiation of genes, in a region-specific manner; consequently, inducing neuronal alterations, such as synaptic plasticity and transmission, resulting in observed behaviors and affects. Monoamine neurotransmitters and post-synaptic density protein genes generally had a potentiating effect in gene expression after exposure to MP.
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Affiliation(s)
- Shannon Rae Klein
- Behavioral Neuropharmacology and Neuroimaging Laboratory on Addictions (BNNLA), Clinical Research Institute on Addictions, Department of Pharmacology and Toxicology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY, USA
| | - Kenneth Blum
- Center for Sports, Exercise, & Mental Health, Western University Health Sciences, Pomona, CA, 91766, USA
| | - Mark S Gold
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, 63130, USA
| | - Panayotis K Thanos
- Behavioral Neuropharmacology and Neuroimaging Laboratory on Addictions (BNNLA), Clinical Research Institute on Addictions, Department of Pharmacology and Toxicology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY, USA
- Department of Psychology, University at Buffalo, Buffalo, NY, 14203, USA
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28
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Jiang X, Govoni TD, Illg Z, Connolly S, Green JL, Guy GP. Sources of nonmedically used prescription psychotherapeutic drugs using real-world data from adolescents and adults assessed for substance use treatment--2014-2022. Res Social Adm Pharm 2024; 20:209-214. [PMID: 37919218 PMCID: PMC10843771 DOI: 10.1016/j.sapharm.2023.10.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2023] [Revised: 09/15/2023] [Accepted: 10/26/2023] [Indexed: 11/04/2023]
Abstract
BACKGROUND Nonmedical use (NMU) of prescription psychotherapeutic drugs (PPD) may increase risk for significant morbidity and mortality in the overdose crisis. OBJECTIVE This study examines sources of PPD using real-world data from adolescents and adults reporting past 30-day NMU of PPDs. METHODS A convenience sample of individuals aged ≥10 years assessed for substance use disorders (SUD) treatment was analyzed using the 2014-2022 National Addictions Vigilance Intervention and Prevention Program datasets. PPD include prescription opioids, prescription tranquilizers/sedatives, and prescription stimulants. RESULTS Overall, among assessments of adolescents aged 10-18 years (N = 1991) and young adults aged 19-24 years (N = 15,166), "family/friend" (46.08-47.41 %) and "dealer" (33.82-42.71 %) were the most common sources. Among assessments of adults aged ≥25 years (N = 89,225), "own prescription" was the most common source and increased in frequency as age increased. Across all age groups, "family/friend" was the most frequent source for all drug classes (41.96-48.76 %) except for nonmedically used buprenorphine/methadone, for which "own prescription" was the most common source (51.85 %) among adults. CONCLUSIONS Our study demonstrates heterogeneity in sources of nonmedically used PPD across age groups. Tailored prevention strategies for different age groups and improving timely access to medical care to ensure proper treatment of chronic medical conditions including SUD are needed.
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Affiliation(s)
- Xinyi Jiang
- Division of Overdose Prevention, National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, 4770 Buford Highway NE, Atlanta, GA, 30341, USA.
| | - Taryn Dailey Govoni
- Inflexxion, a division of Uprise Health, 2 Park Plaza, Suite 1200, Irvine, CA, 92614, USA
| | - Zachary Illg
- Division of Overdose Prevention, National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, 4770 Buford Highway NE, Atlanta, GA, 30341, USA
| | - Sarah Connolly
- Division of Overdose Prevention, National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, 4770 Buford Highway NE, Atlanta, GA, 30341, USA
| | - Jody L Green
- Inflexxion, a division of Uprise Health, 2 Park Plaza, Suite 1200, Irvine, CA, 92614, USA
| | - Gery P Guy
- Division of Overdose Prevention, National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, 4770 Buford Highway NE, Atlanta, GA, 30341, USA
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29
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Rice KM, Peltzman T, Gottlieb D, Shiner B, Watts BV. Stimulant medication and suicide mortality in attention-deficit hyperactivity disorder. BJPsych Open 2024; 10:e33. [PMID: 38251676 PMCID: PMC10897683 DOI: 10.1192/bjo.2023.643] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/17/2023] [Revised: 10/13/2023] [Accepted: 12/06/2023] [Indexed: 01/23/2024] Open
Abstract
Patients diagnosed with attention-deficit hyperactivity disorder (ADHD) are at an elevated risk for suicide. No prior work has assessed the association between stimulant prescriptions and death by suicide in this population. This retrospective cohort study included Department of Veterans Affairs patients with an active ADHD diagnosis that received stimulant medications between 2016 and 2019. We found that months with active stimulant medication prescription was associated with decreased risk of suicide mortality compared with months without stimulant medication (odds ratio 0.57, 95% CI 0.36-0.88). Our results suggest that prescribing stimulant medications for patients diagnosed with ADHD is associated with decreased risk of suicide mortality.
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Affiliation(s)
- Korie M. Rice
- Department of Mental Health Services, Veterans Affairs Medical Center, Vermont, USA
| | - Talya Peltzman
- Department of Mental Health Services, Veterans Affairs Medical Center, Vermont, USA
| | - Daniel Gottlieb
- Department of Mental Health Services, Veterans Affairs Medical Center, Vermont, USA
| | - Brian Shiner
- Department of Mental Health Services, Veterans Affairs Medical Center, Vermont, USA; Department of Mental Health Services, National Center for Posttraumatic Stress Disorder, Vermont, USA; and Department of Psychiatry, Geisel School of Medicine at Dartmouth, New Hampshire, USA
| | - Bradley Vincent Watts
- Department of Mental Health Services, Veterans Affairs Medical Center, Vermont, USA; Department of Psychiatry, Geisel School of Medicine at Dartmouth, New Hampshire, USA; and Office of Rural Health, Veterans Rural Health Resource Center, Vermont, USA
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30
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Verhein JR, Vyas S, Shenoy KV. Methylphenidate modulates motor cortical dynamics and behavior. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.10.15.562405. [PMID: 37905157 PMCID: PMC10614820 DOI: 10.1101/2023.10.15.562405] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/02/2023]
Abstract
Methylphenidate (MPH, brand: Ritalin) is a common stimulant used both medically and non-medically. Though typically prescribed for its cognitive effects, MPH also affects movement. While it is known that MPH noncompetitively blocks the reuptake of catecholamines through inhibition of dopamine and norepinephrine transporters, a critical step in exploring how it affects behavior is to understand how MPH directly affects neural activity. This would establish an electrophysiological mechanism of action for MPH. Since we now have biologically-grounded network-level hypotheses regarding how populations of motor cortical neurons plan and execute movements, there is a unique opportunity to make testable predictions regarding how systemic MPH administration - a pharmacological perturbation - might affect neural activity in motor cortex. To that end, we administered clinically-relevant doses of MPH to Rhesus monkeys as they performed an instructed-delay reaching task. Concomitantly, we measured neural activity from dorsal premotor and primary motor cortex. Consistent with our predictions, we found dose-dependent and significant effects on reaction time, trial-by-trial variability, and movement speed. We confirmed our hypotheses that changes in reaction time and variability were accompanied by previously established population-level changes in motor cortical preparatory activity and the condition-independent signal that precedes movements. We expected changes in speed to be a result of changes in the amplitude of motor cortical dynamics and/or a translation of those dynamics in activity space. Instead, our data are consistent with a mechanism whereby the neuromodulatory effect of MPH is to increase the gain and/or the signal-to-noise of motor cortical dynamics during reaching. Continued work in this domain to better understand the brain-wide electrophysiological mechanism of action of MPH and other psychoactive drugs could facilitate more targeted treatments for a host of cognitive-motor disorders.
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Affiliation(s)
- Jessica R Verhein
- Medical Scientist Training Program, Stanford School of Medicine, Stanford University, Stanford, CA
- Neurosciences Graduate Program, Stanford School of Medicine, Stanford University, Stanford, CA
- Wu Tsai Neurosciences Institute, Stanford University, Stanford, CA
- Current affiliations: Psychiatry Research Residency Training Program, University of California, San Francisco, San Francisco, CA
| | - Saurabh Vyas
- Wu Tsai Neurosciences Institute, Stanford University, Stanford, CA
- Department of Bioengineering, Stanford University, Stanford, CA
- Mortimer B. Zuckerman Mind Brain Behavior Institute, Columbia University, New York, NY
| | - Krishna V Shenoy
- Neurosciences Graduate Program, Stanford School of Medicine, Stanford University, Stanford, CA
- Wu Tsai Neurosciences Institute, Stanford University, Stanford, CA
- Department of Bioengineering, Stanford University, Stanford, CA
- Department of Electrical Engineering, Stanford University, Stanford, CA
- Howard Hughes Medical Institute at Stanford University, Stanford, CA
- Department of Neurobiology, Stanford University, Stanford, CA
- Bio-X Program, Stanford University, Stanford, CA
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Bahji A, Danilewitz M, Crockford D. Navigating Evidence, Challenges, and Caution in the Treatment of Stimulant Use Disorders. Brain Sci 2023; 13:1416. [PMID: 37891785 PMCID: PMC10605120 DOI: 10.3390/brainsci13101416] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2023] [Revised: 09/26/2023] [Accepted: 10/01/2023] [Indexed: 10/29/2023] Open
Abstract
Amidst the opioid epidemic, harm reduction-oriented approaches have gained traction, including interventions that focus on prescribing pharmaceutical-grade psychoactive substances, such as opioids, instead of illicit versions, intending to mitigate fatal overdose risks arising from the variability in potency and additives found in illicit drugs. Stimulants have increasingly been found in the victims of opioid overdoses, further prompting some to argue for the prescription of stimulant medications for individuals with stimulant use disorders. Yet, the evidence supporting this practice remains insufficient. In this communication, we critically examine the existing evidence, challenges, and cautions surrounding the treatment of stimulant use disorder.
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Affiliation(s)
- Anees Bahji
- Department of Psychiatry, University of Calgary, Calgary, AB T2R 0N2, Canada
- Department of Community Health Sciences, University of Calgary, Calgary, AB T2R 0N2, Canada
- Hotchkiss Brain Institute, University of Calgary, Calgary, AB T2R 0N2, Canada
| | - Marlon Danilewitz
- Department of Psychiatry, University of Toronto, Toronto, ON M5T 1R7, Canada;
- Ontario Shores Center for Mental Health Sciences, Whitby, ON L1N 5S9, Canada
| | - David Crockford
- Department of Psychiatry, University of Calgary, Calgary, AB T2R 0N2, Canada
- Hotchkiss Brain Institute, University of Calgary, Calgary, AB T2R 0N2, Canada
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Qiu S, Liu Y, Adetunji DO, Hartzell S, Larson M, Friedman S. Dose Changes for Long-term Opioid Patients Following a State Opioid Prescribing Policy. Med Care 2023; 61:657-664. [PMID: 37582299 PMCID: PMC10566257 DOI: 10.1097/mlr.0000000000001907] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/17/2023]
Abstract
BACKGROUND In 2018, Nevada implemented opioid prescribing legislation (AB474) to support the uptake of CDC pain care guidelines. We studied the law's association with doses over threshold levels of morphine milligram equivalents (MMEs) and with time to dose increases and decreases, among long-term opioid patients. METHODS A difference-in-difference study examined dosing changes across opioid prescription episodes (ie, prescriptions within 30 day and within the same dosing threshold). Patients with at least 120 days supply over 6 months in Nevada and Colorado Medicaid pharmacy claims were included. Using a logistic regression model, we compare the predicted probabilities that opioid episodes exceeded 50 MME before and after implementation of the law, in both states. Adjusted hazard ratios (aHR) from a gap time survival model estimated time to escalate above 50 MME among low-dose episodes (<50 MME), and time to de-escalate below 50 MME among high-dose episodes (≥50 MME). RESULTS Among 453,577 episodes (74,292 patients), the Nevada law was associated with a 2.9% reduction in prescriptions over 50 MME (95% CI: -3.5, -2.3) compared with Colorado. While the law was also associated with slower escalation (Nevada: aHR = 0.75; 95% CI: 0.72, 0.77, Colorado: aHR = 1.04; 95% CI: 1.01, 1.06), it was also associated with slower de-escalation (Nevada: aHR = 0.87; 95% CI: 0.84, 0.89, Colorado: aHR = 0.97; 95% CI: 0.96, 0.99). CONCLUSIONS Slower dose escalations, rather than faster dose de-escalation, likely explain post-law reductions in doses over 50 MME. Slower dose de-escalations may be due to longer days supply post-policy.
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Affiliation(s)
- Sijia Qiu
- School of Public Health, University of Nevada, Reno, 1664 N Virginia St, Reno, NV 89557, USA
- Kaiser Permanente Southern California, 100 S Los Robles Ave., Pasadena, CA 91101, USA
| | - Yan Liu
- School of Public Health, University of Nevada, Reno, 1664 N Virginia St, Reno, NV 89557, USA
| | - Doyinsola O Adetunji
- School of Public Health, University of Nevada, Reno, 1664 N Virginia St, Reno, NV 89557, USA
| | - Sarah Hartzell
- School of Public Health, University of Nevada, Reno, 1664 N Virginia St, Reno, NV 89557, USA
| | - Madalyn Larson
- School of Public Health, University of Nevada, Reno, 1664 N Virginia St, Reno, NV 89557, USA
| | - Sarah Friedman
- School of Public Health, University of Nevada, Reno, 1664 N Virginia St, Reno, NV 89557, USA
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Rodríguez-Toscano E, Alloza C, Fraguas D, Durán-Cutilla M, Roldán L, Sánchez-Gutiérrez T, López-Montoya G, Parellada M, Moreno C, Gayer-Anderson C, Jongsma HE, Di Forti M, Quattrone D, Velthorst E, de Haan L, Selten JP, Szöke A, Llorca PM, Tortelli A, Bobes J, Bernardo M, Sanjuán J, Luis Santos J, Arrojo M, Tarricone I, Berardi D, Ruggeri M, Lasalvia A, Ferraro L, La Cascia C, La Barbera D, Menezes PR, Del-Ben CM, Rutten BP, van Os J, Jones PB, Murray RM, Kirkbride JB, Morgan C, Díaz-Caneja CM, Arango C. Differences in Patterns of Stimulant Use and Their Impact on First-Episode Psychosis Incidence: An Analysis of the EUGEI Study. Schizophr Bull 2023; 49:1269-1280. [PMID: 37467351 PMCID: PMC10483438 DOI: 10.1093/schbul/sbad013] [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] [Indexed: 07/21/2023]
Abstract
BACKGROUND Use of illegal stimulants is associated with an increased risk of psychotic disorder. However, the impact of stimulant use on odds of first-episode psychosis (FEP) remains unclear. Here, we aimed to describe the patterns of stimulant use and examine their impact on odds of FEP. METHODS We included patients with FEP aged 18-64 years who attended psychiatric services at 17 sites across 5 European countries and Brazil, and recruited controls representative of each local population (FEP = 1130; controls = 1497). Patterns of stimulant use were described. We computed fully adjusted logistic regression models (controlling for age, sex, ethnicity, cannabis use, and education level) to estimate their association with odds of FEP. Assuming causality, we calculated the population-attributable fractions for stimulant use associated with the odds for FEP. FINDINGS Prevalence of lifetime and recent stimulant use in the FEP sample were 14.50% and 7.88% and in controls 10.80% and 3.8%, respectively. Recent and lifetime stimulant use was associated with increased odds of FEP compared with abstainers [fully adjusted odds ratio 1.74,95% confidence interval (CI) 1.20-2.54, P = .004 and 1.62, 95% CI 1.25-2.09, P < .001, respectively]. According to PAFs, a substantial number of FEP cases (3.35% [95% CI 1.31-4.78] for recent use and 7.61% [95% CI 3.68-10.54] for lifetime use) could have been prevented if stimulants were no longer available and the odds of FEP and PAFs for lifetime and recent stimulant use varied across countries. INTERPRETATION Illegal stimulant use has a significant and clinically relevant influence on FEP incidence, with varying impacts across countries.
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Affiliation(s)
- Elisa Rodríguez-Toscano
- Institute of Psychiatry and Mental Health, Hospital Clínico San Carlos, IdISSC, School of Medicine, Universidad Complutense, Madrid, Spain
- Faculty of Psychology, Universidad Complutense, Madrid, Spain
- Department of Child and Adolescent Psychiatry, Institute of Psychiatry and Mental Health, Hospital General Universitario Gregorio Marañón, IiSGM, School of Medicine, Universidad Complutense, Madrid, Spain
| | - Clara Alloza
- Department of Child and Adolescent Psychiatry, Institute of Psychiatry and Mental Health, Hospital General Universitario Gregorio Marañón, IiSGM, School of Medicine, Universidad Complutense, Madrid, Spain
- Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Madrid, Spain
| | - David Fraguas
- Institute of Psychiatry and Mental Health, Hospital Clínico San Carlos, IdISSC, School of Medicine, Universidad Complutense, Madrid, Spain
- Department of Child and Adolescent Psychiatry, Institute of Psychiatry and Mental Health, Hospital General Universitario Gregorio Marañón, IiSGM, School of Medicine, Universidad Complutense, Madrid, Spain
- Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Madrid, Spain
| | - Manuel Durán-Cutilla
- Department of Child and Adolescent Psychiatry, Institute of Psychiatry and Mental Health, Hospital General Universitario Gregorio Marañón, IiSGM, School of Medicine, Universidad Complutense, Madrid, Spain
| | - Laura Roldán
- Faculty of Psychology, Universidad Complutense, Madrid, Spain
| | | | - Gonzalo López-Montoya
- Department of Child and Adolescent Psychiatry, Institute of Psychiatry and Mental Health, Hospital General Universitario Gregorio Marañón, IiSGM, School of Medicine, Universidad Complutense, Madrid, Spain
- Faculty of Health Science, Universidad Internacional de la Rioja (UNIR), Madrid, Spain
| | - Mara Parellada
- Department of Child and Adolescent Psychiatry, Institute of Psychiatry and Mental Health, Hospital General Universitario Gregorio Marañón, IiSGM, School of Medicine, Universidad Complutense, Madrid, Spain
- Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Madrid, Spain
| | - Carmen Moreno
- Department of Child and Adolescent Psychiatry, Institute of Psychiatry and Mental Health, Hospital General Universitario Gregorio Marañón, IiSGM, School of Medicine, Universidad Complutense, Madrid, Spain
- Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Madrid, Spain
| | - Charlotte Gayer-Anderson
- Department of Health Services and Population Research, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London, UK
| | - Hannah E Jongsma
- PsyLife Group, Division of Psychiatry, University College London, London, UK
- Department of Psychiatry, University of Cambridge, Cambridge, UK
| | - Marta Di Forti
- Social, Genetic, and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London, UK
| | - Diego Quattrone
- Social, Genetic, and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London, UK
| | - Eva Velthorst
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, USA
- Seaver Autism Center for Research and Treatment, Icahn School of Medicine at Mount Sinai, New York, USA
- Early Psychosis Section, Department of Psychiatry, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Lieuwe de Haan
- Early Psychosis Section, Department of Psychiatry, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Jean-Paul Selten
- Institute for Mental Health, GGZ Rivierduinen, Leiden, The Netherlands
- Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Andrei Szöke
- Institut National de la Santé et de la Recherche Médicale, U955, Equipe 15 Neuro-Psychiatrie Translationnelle, Créteil, France
- AP-HP, Pôle de Psychiatrie des Hôpitaux Universitaires Henri Mondor, Créteil, France
- Fondation FondaMental, Créteil, France
| | | | - Andrea Tortelli
- Pôle Psychiatrie Précarité, Groupe Hospitalier Universitaire Paris Psychiatrie and Neurosciences, 75014 Paris, France
| | - Julio Bobes
- Department of Medicine, Psychiatry Area, School of Medicine, Universidad de Oviedo, ISPA, INEUROPA, Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Oviedo, Spain
| | - Miguel Bernardo
- Barcelona Clinic Schizophrenia Unit, Hospital Clínic of Barcelona; Departament de Medicina, Institut de Neurociències (UBNeuro), Universitat de Barcelona (UB); Institut d’Investigacions Biomèdiques August Pi I Sunyer (IDIBAPS); CIBERSAM, ISCIII, Barcelona, Spain
| | - Julio Sanjuán
- Department of Psychiatry, School of Medicine, Universidad de Valencia, Centro de Investigación Biomédica en Red de Salud Mental, Valencia, Spain
| | - José Luis Santos
- Department of Psychiatry, Hospital “Virgen de la Luz”, Cuenca, Spain
| | - Manuel Arrojo
- Department of Psychiatry, Psychiatric Genetic Group, Instituto de Investigación Sanitaria de Santiago de Compostela, Complejo Hospitalario Universitario de Santiago de Compostela, Santiago, Spain
| | - Ilaria Tarricone
- Department of Biomedical and NeuroMotor Sciences, Psychiatry Unit, Alma Mater Studiorium Università di Bologna, Bologna, Italy
| | | | - Mirella Ruggeri
- Section of Psychiatry, Department of Neuroscience, Biomedicine and Movement, University of Verona, Verona, Italy
| | - Antonio Lasalvia
- Section of Psychiatry, Department of Neuroscience, Biomedicine and Movement, University of Verona, Verona, Italy
- Section of Psychiatry, Azienda Ospedaliera Universitaria Integrata di Verona, Verona, Italy
| | - Laura Ferraro
- Department of Biomedicine, Neuroscience and advanced Diagnostic (BiND), Psychiatry section, University of Palermo, Palermo, Italy
| | - Caterina La Cascia
- Department of Biomedicine, Neuroscience and advanced Diagnostic (BiND), Psychiatry section, University of Palermo, Palermo, Italy
| | - Daniele La Barbera
- Department of Biomedicine, Neuroscience and advanced Diagnostic (BiND), Psychiatry section, University of Palermo, Palermo, Italy
| | - Paulo Rossi Menezes
- Department of Preventive Medicine, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil
| | - Cristina Marta Del-Ben
- Division of Psychiatry, Department of Neuroscience and Behaviour, Ribeirão Preto Medical School, Universidade de São Paulo, São Paulo, Brazil
| | - Bart P Rutten
- Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Jim van Os
- Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience, Maastricht University Medical Centre, Maastricht, The Netherlands
- Department of Psychiatry, Brain Center Rudolf Magnus, Utrecht University Medical Centre, Utrecht, The Netherlands
- Department of Psychosis Studies, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London, UK
| | - Peter B Jones
- Department of Psychiatry, University of Cambridge, Cambridge, UK
- CAMEO Early Intervention Service, Cambridgeshire and Peterborough National Health Service Foundation Trust, Cambridge, UK
| | - Robin M Murray
- Department of Psychosis Studies, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London, UK
| | - James B Kirkbride
- PsyLife Group, Division of Psychiatry, University College London, London, UK
| | - Craig Morgan
- Department of Health Services and Population Research, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London, UK
| | - Covadonga M Díaz-Caneja
- Department of Child and Adolescent Psychiatry, Institute of Psychiatry and Mental Health, Hospital General Universitario Gregorio Marañón, IiSGM, School of Medicine, Universidad Complutense, Madrid, Spain
- Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Madrid, Spain
| | - Celso Arango
- Department of Child and Adolescent Psychiatry, Institute of Psychiatry and Mental Health, Hospital General Universitario Gregorio Marañón, IiSGM, School of Medicine, Universidad Complutense, Madrid, Spain
- Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Madrid, Spain
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Emerick TD, Martin TJ, Ririe DG. Perioperative Considerations for Patients Exposed to Psychostimulants. Anesth Analg 2023; 137:474-487. [PMID: 37590793 PMCID: PMC10437106 DOI: 10.1213/ane.0000000000006303] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/19/2023]
Abstract
Concerns regarding the perioperative management of acute psychostimulant intoxication have been recognized for decades, but novel and diverse substances in this class continue to be developed. Despite the similarities in mechanisms of action among psychostimulants, each subclass within this broad category has unique receptor specificity and different mechanisms that play a role in patient clinical presentation. These issues present challenges to anesthesia providers when caring for patients with either acute or chronic exposure to psychostimulants during the perioperative period. Challenges result from both physiological and psychological effects that influence the action of the primary anesthetic agent, adjuvant anesthetics, and analgesics used for perioperative management of pain. The epidemiology, pharmacology, and perioperative implications of psychostimulant use are presented for amphetamines and similar acting nonamphetamines, cocaine, and, finally, the mixed-action drugs known as entactogens that share stimulant and psychedelic properties. This information is then used as the foundation for safe and effective perioperative management of patients exposed to psychostimulants.
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Affiliation(s)
- Trent D Emerick
- From the Department of Anesthesiology and Perioperative Medicine, Division of Chronic Pain, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
| | - Thomas J Martin
- Pain Mechanisms Lab, Department of Anesthesiology, Wake Forest School of Medicine, Winston-Salem, North Carolina
| | - Douglas G Ririe
- Pain Mechanisms Lab, Department of Anesthesiology, Wake Forest School of Medicine, Winston-Salem, North Carolina
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Kim ML, Dalvi N, Valerio DD, Strickler GK, Young LD. Prescribed stimulant medications: Trends in the last decade, pre and post COVID-19 response. EXPLORATORY RESEARCH IN CLINICAL AND SOCIAL PHARMACY 2023; 11:100314. [PMID: 37662698 PMCID: PMC10470379 DOI: 10.1016/j.rcsop.2023.100314] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2022] [Revised: 07/26/2023] [Accepted: 07/28/2023] [Indexed: 09/05/2023] Open
Abstract
Background Recent studies indicate that COVID-19 has had a significant impact on access and continuity to opioid and benzodiazepine medications; little is known about its effect on access to and utilization of stimulant medications. Objective To investigate trends of dispensed stimulant medications in relation to the COVID-19 pandemic response. Methods Stimulant prescriptions dispensed during 2011-2021 were analyzed using the Massachusetts Prescription Drug Monitoring Program (PDMP), the state's data repository for all controlled substance medications dispensed to residents from retail pharmacies and out of state mail-order pharmacies. Statewide trends were estimated by age group, sex, and stimulant-naïve patients (individuals with no stimulant prescription in the prior one-year period). Results Overall, stimulant prescriptions increased 70% from 2011 to 2021. Wide differences by sex and age groups were found pre and post COVID response periods. Between 2019 and 2021, stimulant prescriptions for males 12-18 years old decreased 14.6% compared to 0.9% for females. Female stimulant-naïve patients ages 25-34 increased more than males between 2019 and 2021 (11.6% compared to <1%, respectively) and females ages 35-44 increased 4.1% while males decreased by 2.7%. Conclusions Administrators, clinicians, and policy makers should closely monitor stimulant prescribing trends, a critical step in improving access to and quality of care.
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Affiliation(s)
- Meelee L. Kim
- Institute for Behavioral Health, Heller School for Social Policy and Management, Brandeis University, Waltham, MA, USA
| | - Netrali Dalvi
- Office of Prescription Monitoring and Drug Control, Bureau of Health Professional Licensure, Massachusetts Department of Public Health, Boston, MA, USA
| | - Danielle DeNufrio Valerio
- Office of Prescription Monitoring and Drug Control, Bureau of Health Professional Licensure, Massachusetts Department of Public Health, Boston, MA, USA
| | - Gail K. Strickler
- Institute for Behavioral Health, Heller School for Social Policy and Management, Brandeis University, Waltham, MA, USA
| | - Leonard D. Young
- Office of Prescription Monitoring and Drug Control, Bureau of Health Professional Licensure, Massachusetts Department of Public Health, Boston, MA, USA
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Lee F, Jain JP, Duthely LM, Ikeda J, Santos GM. Stimulant Use Associated With Psychosocial Factors, HIV Risk, and Concurrent Hazardous Alcohol Use Among US Adults: Exploratory Cross-Sectional Questionnaire Study. JMIR Form Res 2023; 7:e45717. [PMID: 37590045 PMCID: PMC10472175 DOI: 10.2196/45717] [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: 01/13/2023] [Revised: 03/04/2023] [Accepted: 04/14/2023] [Indexed: 08/18/2023] Open
Abstract
BACKGROUND Stimulant use is a major public health problem that contributes to morbidity and mortality among men who have sex with men (MSM) in the United States. To reduce the harms associated with stimulant use, there is a need to identify the factors associated with stimulant use to inform interventions. Additionally, there is a need to use large crowdsourcing platforms like Amazon Mechanical Turk (MTurk) to engage more individuals who use substances across the United States. OBJECTIVE We identified the correlates of stimulant use among people who use alcohol or stimulants in the United States recruited using MTurk. METHODS Participants who were aged ≥18 years in the United States and reported alcohol or stimulant (ie, cocaine, crack cocaine, and methamphetamine) use were deemed eligible and recruited via the web platform MTurk. Participants completed a baseline survey, which assessed sociodemographics, psychosocial (ie, depression, affect, self-esteem, and stress) factors, substance use, and sexual behaviors. Data were collected and analyzed with STATA (version 17; StataCorp). Stratifying by MSM status, bivariate and multivariable logistic regression models were built in STATA to examine the correlates of stimulant use. Multivariable models controlled for age, race, health insurance, and relationship status. RESULTS Of 272 participants, 201 (73.9%) identified as male, 134 (49.2%) were MSM, 52 (19.1%) were from racial and ethnic minoritized communities, and 158 (58%) were in a relationship. The mean age was 36.10 (SD 10.3) years. A total of 40 (14.7%) participants reported stimulant use in the past 6 months. Factors significantly associated with stimulant use were being MSM (adjusted odds ratio [aOR] 4.61, 95% CI 1.97-10.81), a higher Alcohol Use Disorders Identification Test-Concise score (aOR 1.24, 95% CI 1.08-1.42), more intense cravings for alcohol in the past 24 hours (aOR 1.03, 95% CI 1.01-1.04), a higher depression score (aOR 1.06, 95% CI 1.01-1.12), a greater number of male partners in the last 6 months (aOR 1.32, 95% CI 1.08-1.61), a greater number of female partners in the last 6 months (aOR 1.42, 95% CI 1.04-1.92), and being diagnosed with a sexually transmitted infection (eg, syphilis, gonorrhea, chlamydia, herpes simplex virus, human papillomavirus, and other) in the last 6 months (aOR 14.61, 95% CI 3.45-61.87). Additionally, there was a significant additive interaction between MSM status and negative affect, such that the impact of negative affect on stimulant use was significantly greater among MSM compared with non-MSM (relative excess risk due to interaction 0.085, 95% CI 0.037-0.13). CONCLUSIONS Interventions that address stimulant use should use evidence-based approaches that reduce negative affect, depression, and cravings for alcohol. Additionally, interventions should be customized for MSM populations.
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Affiliation(s)
- Frank Lee
- Center on Substance Use and Health, San Francisco Department of Public Health, San Francisco, CA, United States
| | - Jennifer Payaal Jain
- Center on Substance Use and Health, San Francisco Department of Public Health, San Francisco, CA, United States
- Department of Psychiatry and Behavioral Sciences, School of Medicine, University of California San Francisco, San Francisco, CA, United States
| | - Lunthita M Duthely
- Obstetrics, Gynecology & Reproductive Sciences, Miller School of Medicine, University of Miami, Miami, FL, United States
- Department of Public Health Sciences, University of Miami, Miami, FL, United States
| | - Janet Ikeda
- Center on Substance Use and Health, San Francisco Department of Public Health, San Francisco, CA, United States
| | - Glenn-Milo Santos
- Center on Substance Use and Health, San Francisco Department of Public Health, San Francisco, CA, United States
- Department of Community Health Systems, School of Nursing, University of California San Francisco, San Francisco, CA, United States
- Division of Prevention Science, School of Medicine, University of California San Francisco, San Francisco, CA, United States
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Abstract
In recent years, psychedelic-assisted psychotherapies have reentered the realm of rigorous scientific inquiry, garnering much attention from both the psychiatric community and the broader public. Headlines on major media platforms frequently tout the psychedelic future of psychiatry, and patients increasingly ask about the prospect of using psychedelics during their sessions. Despite this enthusiasm, psychedelics remain in an investigational stage, and more research and regulatory work are required before psychedelics can be deemed appropriate for general clinical use. In this climate, psychiatrists are increasingly curious about the prospects of psychedelic treatments. This review's goal was to help psychiatrists better understand the complexities of the burgeoning field of psychedelic-assisted psychotherapy. The discussion encompasses issues surrounding psychedelics in their current investigational stage and issues for psychiatrists to consider should psychedelics become available for broad clinical use. This review discusses research equipoise in the context of the current enthusiasm for psychedelics, informed consent, patient vulnerability, equity and access, differences between clinical and nonclinical psychedelic uses, and psychedelic self-enhancement. As psychedelics move closer toward regulatory approval beyond research settings, it is vital that these promising treatments be used ethically. The unique features of psychedelic therapies, including the altered states of consciousness they produce and the vulnerability that such states entail for patients, require careful consideration to minimize potential ethical pitfalls. This review seeks to ensure that psychiatrists are equipped to use psychedelic psychotherapy both ethically and effectively.
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Affiliation(s)
- Gregory S Barber
- Private practice, Bethesda (Barber); Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut (Dike)
| | - Charles C Dike
- Private practice, Bethesda (Barber); Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut (Dike)
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Magnotti S, Beatty A, Bickford E, Channell I, Weyandt L. Prescription Stimulant Misuse Among Nursing Students: A Systematic Review. J Addict Nurs 2023; 34:216-223. [PMID: 37669341 PMCID: PMC10510837 DOI: 10.1097/jan.0000000000000539] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/07/2023]
Abstract
ABSTRACT Nonmedical prescription stimulants are used to reduce symptoms of inattention, impulsivity, and hyperactivity in children and adults with attention-deficit hyperactivity/disorder. They are Schedule II controlled substances because of their high potential for dependence, and individuals who misuse them without a valid prescription are subject to criminal charges. Stimulant medications are also associated with common side effects (e.g., insomnia) as well as more serious but less common side effects (e.g., arrhythmias). Despite the potential health and legal consequences, misuse of prescription stimulants has become a public health crisis on college campuses in the United States. Neurocognitive enhancement is the primary reason that college students report misusing prescription stimulants, despite no enhancement of cognitive functioning when taken by healthy adults. Nursing students may be at risk for misuse because of their high levels of academic and clinical demands and because many start misusing in nursing school. Following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines, the databases PubMed, Science Direct, EBSCOhost, and Academic OneFile were systematically searched to investigate the (a) percentage of prescription stimulant misuse studies that have included nursing students, (b) prevalence of prescription stimulant misuse among nursing students, (c) motivations for prescription stimulant misuse among nursing students, and (d) demographic factors associated with increased use among nursing students. Results revealed that of the 197 studies conducted within the past decade (2010-2021), only 1.02% (two) included nursing students. Future studies must investigate the prevalence and nature of prescription stimulant misuse among nursing students.
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Ford JA, McCabe SE, Schepis TS. Prescription Drug Misuse with Alcohol Coingestion among US Adolescents: Youth Experiences, Health-related Factors, and Other Substance Use Behaviors. J Addict Med 2023; 17:379-386. [PMID: 37579092 PMCID: PMC10354210 DOI: 10.1097/adm.0000000000001131] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
BACKGROUND While alcohol use and prescription drug misuse (PDM) are common among adolescents, there is relatively little research on coingestion. This is disquieting as polysubstance use has become a major contributing factor in drug overdose deaths among young people in the United States. METHODS The current research uses multiple years of data from the National Survey on Drug Use and Health (2015-2019) to assess characteristics associated with coingestion among adolescents aged 12 to 17 years ( N = 57,352). Multinomial logistic regression analysis is used to identify characteristics associated with past 30-day PDM with and without alcohol coingestion. The primary objective is to determine how youth experiences with parents, involvement in conventional activities, religiosity, social support, and school status are associated with coingestion. RESULTS Among adolescents who report past 30-day PDM, 18.6% coingest with alcohol and 77.5% of adolescents who coingest report at least one substance use disorder. Several youth experiences were significantly associated with opioid coingestion including increased conflict with parents (relative risk ratio [RRR], 1.27; 95% confidence interval [CI], 1.07-1.48), lower levels of religiosity (RRR, 0.72; 95% CI, 0.52-0.98), less social support (RRR, 0.36; 95% CI, 0.18-0.69), and not being in school (RRR, 3.86; 95% CI, 1.33-11.17). In addition, emergency department visits, depression, and other substance use behaviors were also significantly associated with coingestion. CONCLUSIONS Findings demonstrate a strong connection between coingestion and substance use disorder among US adolescents. The findings from the current study can inform prevention and intervention efforts by identifying youth experiences and health-related factors that are associated with coingestion.
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Affiliation(s)
- Jason A Ford
- From the Department of Sociology, University of Central Florida, Orlando, FL (JAF); Center for the Study of Drugs, Alcohol, Smoking and Health, School of Nursing, University of Michigan, Ann Arbor, MI (JAF, SEMC, TSS); Institute for Research on Women and Gender, University of Michigan, Ann Arbor, MI (SEMC); Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, MI (SEMC); Institute for Social Research, University of Michigan, Ann Arbor, MI (SEMC); Department of Psychology, Texas State University, San Marcos, TX (TSS)
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McNealy KR, Weyrich L, Bevins RA. The co-use of nicotine and prescription psychostimulants: A review of their behavioral and neuropharmacological interactions. Drug Alcohol Depend 2023; 248:109906. [PMID: 37216808 PMCID: PMC10361216 DOI: 10.1016/j.drugalcdep.2023.109906] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/13/2023] [Revised: 04/05/2023] [Accepted: 04/27/2023] [Indexed: 05/24/2023]
Abstract
BACKGROUND Nicotine is commonly co-used with other psychostimulants. These high co-use rates have prompted much research on interactions between nicotine and psychostimulant drugs. These studies range from examination of illicitly used psychostimulants such as cocaine and methamphetamine to prescription psychostimulants used to treat attention deficit hyperactivity disorder (ADHD) such as methylphenidate (Ritalin™) and d-amphetamine (active ingredient of Adderall™). However, previous reviews largely focus on nicotine interactions with illicitly used psychostimulants with sparse mention of prescription psychostimulants. The currently available epidemiological and laboratory research, however, suggests high co-use between nicotine and prescription psychostimulants, and that these drugs interact to modulate use liability of either drug. The present review synthesizes epidemiological and experimental human and pre-clinical research assessing the behavioral and neuropharmacological interactions between nicotine and prescription psychostimulants that may contribute to high nicotine-prescription psychostimulant co-use. METHODS We searched databases for literature investigating acute and chronic nicotine and prescription psychostimulant interactions. Inclusion criteria were that participants/subjects had to experience nicotine and a prescription psychostimulant compound at least once in the study, in addition to assessment of their interaction. RESULTS AND CONCLUSIONS Nicotine clearly interacts with d-amphetamine and methylphenidate in a variety of behavioral tasks and neurochemical assays assessing co-use liability across preclinical, clinical, and epidemiological research. The currently available research suggests research gaps examining these interactions in women/female rodents, in consideration of ADHD symptoms, and how prescription psychostimulant exposure influences later nicotine-related outcomes. Nicotine has been less widely studied with alternative ADHD pharmacotherapy bupropion, but we also discuss this research.
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Affiliation(s)
- Kathleen R McNealy
- Department of Psychology, University of Nebraska-Lincoln, 238 Burnett Hall, Lincoln, NE68588-0308, USA.
| | - Lucas Weyrich
- Institute for Human Neuroscience, Boys Town National Research Hospital, 14090 Mother Teresa Ln, Boys Town, NE68010, USA; Department of Pharmacology and Neuroscience, Creighton University, 2500 California Plaza, Omaha, NE687178, USA
| | - Rick A Bevins
- Department of Psychology, University of Nebraska-Lincoln, 238 Burnett Hall, Lincoln, NE68588-0308, USA
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Pickens CM, Jones CM, Guy GP, Dailey Govoni T, Green JL. Associations between prescription stimulant use as prescribed, nonmedical use, and illicit stimulant use among adults evaluated for substance use treatment, 2017-2021. DRUG AND ALCOHOL DEPENDENCE REPORTS 2023; 7:100153. [PMID: 37123433 PMCID: PMC10133667 DOI: 10.1016/j.dadr.2023.100153] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/27/2023] [Revised: 03/16/2023] [Accepted: 03/24/2023] [Indexed: 05/02/2023]
Abstract
Background Limited data exist on risk factors for illicit stimulant use, including associations between prescription stimulant use/nonmedical use (NMU) and illicit stimulant use. Methods We used 2017-2021 data from adults assessed for substance use disorder (SUD) treatment using the National Addictions Vigilance Intervention and Prevention Program Addiction Severity Index-Multimedia Version® tool. Multivariable Poisson regression models analyzed associations between past 30-day prescription stimulant use as prescribed or NMU and past 30-day illicit stimulant use. Separate models examined past 30-day illicit stimulant, methamphetamine, and cocaine use. We explored problem severity across seven biopsychosocial domains (e.g., drug, psychiatric, family) by past 30-day prescription stimulant use/NMU and illicit stimulant use. Results Among 218,981 assessments, 1.8% reported prescription stimulant NMU; 1.6% reported use as prescribed. Past 30-day prescription stimulant NMU (vs. no use) was associated with past 30-day illicit stimulant use (adjusted prevalence ratio [aPR] [95% CI]: 2.67 [2.59, 2.75]), methamphetamine use (aPR: 2.81 [2.71, 2.92]), and cocaine use (aPR: 3.53 [3.33, 3.74]). Prescription stimulant use as prescribed (vs. no use) was associated with lower prevalence of past 30-day illicit stimulant use. Assessments reporting prescription stimulant NMU (vs. no use, or use as prescribed) appeared more likely to have moderate-to-extreme problem scores across biopsychosocial domains, indicating greater need for treatment or assistance. Assessments reporting prescription stimulant use as prescribed or NMU frequently reported opioids, alcohol, or other substances as their primary substance problem. Conclusions Adults using illicit stimulants/nonmedically using prescription stimulants may benefit from care addressing polysubstance use, mental health, social, and recovery support services.
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Affiliation(s)
- Cassandra M. Pickens
- Division of Overdose Prevention, National Center for Injury Prevention and Control, CDC, 4770 Buford Highway NE, Atlanta, GA 30341, United States
- Corresponding author.
| | - Christopher M. Jones
- Office of the Director, National Center for Injury Prevention and Control, CDC, 4770 Buford Highway NE, Atlanta, GA 30341, United States
| | - Gery P. Guy
- Division of Overdose Prevention, National Center for Injury Prevention and Control, CDC, 4770 Buford Highway NE, Atlanta, GA 30341, United States
| | - Taryn Dailey Govoni
- Inflexxion, A Division of Uprise Health, 2 Park Plaza, Suite 1200, Irvine, CA 92614, United States
| | - Jody L. Green
- Inflexxion, A Division of Uprise Health, 2 Park Plaza, Suite 1200, Irvine, CA 92614, United States
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Ogrodnik M, Karsan S, Cirone V, Heisz JJ. Exploring the Relationship between Cardiorespiratory Fitness and Executive Functioning in Adults with ADHD. Brain Sci 2023; 13:673. [PMID: 37190638 PMCID: PMC10136722 DOI: 10.3390/brainsci13040673] [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: 03/06/2023] [Revised: 04/04/2023] [Accepted: 04/13/2023] [Indexed: 05/17/2023] Open
Abstract
OBJECTIVE Associations between measures of executive functioning (EF) and cardiorespiratory fitness (CRF) were examined for adults with and without ADHD. METHOD Measures of executive functioning including the Stroop task, Wisconsin Card Sorting task, and Operation Span Task were completed virtually (n = 36 ADHD; n = 36 Control). Participants completed the Six-Minute Walk Test to estimate CRF. RESULTS Mean performance measures of executive function did not differ by group. However, higher estimated CRF was associated with better Stroop task performance, and the association was strongest for individuals with ADHD. CONCLUSION In adults with ADHD, higher estimated CRF was associated with better inhibitory control, but not with other measures of executive functioning.
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Affiliation(s)
- Michelle Ogrodnik
- Department of Kinesiology, Faculty of Science, McMaster University, Hamilton, ON L8S 4L8, Canada
- Department of Kinesiology and Health Sciences, Faculty of Health, University of Waterloo, Waterloo, ON N2L 3G1, Canada
| | - Sameena Karsan
- Department of Kinesiology, Faculty of Science, McMaster University, Hamilton, ON L8S 4L8, Canada
| | - Victoria Cirone
- Department of Physical Therapy, Djavad Mowafaghian Centre for Brain Health, Vancouver Coastal Health Research Institute, The Centre for Aging SMART, The University of British Columbia, Vancouver, BC V1Y 1T3, Canada
| | - Jennifer J. Heisz
- Department of Kinesiology, Faculty of Science, McMaster University, Hamilton, ON L8S 4L8, Canada
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Hua Y, Shi G, Zheng X, Huang C, Xu Y, Huang G, Wang W, Lu C, Guo L. Sex differences in the associations of non-medical use of prescription drugs with depressive and anxiety symptoms among undergraduates in China. J Affect Disord 2023; 332:254-261. [PMID: 37031877 DOI: 10.1016/j.jad.2023.04.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/02/2022] [Revised: 03/06/2023] [Accepted: 04/03/2023] [Indexed: 04/11/2023]
Abstract
BACKGROUND Non-medical use of prescription drugs (NMUPD) and their association with depression and anxiety are becoming global concerns. Biological sex may introduce differential exposure to NMUPD or depressive/anxiety symptoms. However, few studies have investigated the potential sex differences in the associations of NMUPD with depressive/anxiety symptoms. METHODS Data were drawn from the 2019 School-based Chinese College Students Health Survey. A total of 30,039 undergraduates (mean age: 19.8 [SD: 1.3] years) from sixty universities/colleges in China completed standard questionnaires and were included in the study (response rate: 97.7 %). RESULTS In the final adjusted model, non-medical use of opioids (experimenters: β = 1.10, [95 % CI, 0.62 to 1.57]) or sedatives (frequent users: β = 2.98, [95 % CI, 0.70 to 5.26]) was associated with depressive symptoms, while non-medical use of opioids (frequent users: β = 1.37, [95 % CI, 0.32 to 2.42]) or sedatives (frequent users: β = 1.19, [95 % CI, 0.35 to 2.03]) was also associated with anxiety symptoms. Sex-stratified analyses indicated that lifetime opioids misuse was associated with depressive symptoms in both sexes but with anxiety symptoms only in males (β = 0.39, [95 % CI, 0.09 to 0.70]). The association of lifetime sedative misuse with depressive symptoms was greater in males, while the significant association with anxiety symptoms remained only in female (β = 0.52, [95 % CI, 0.14 to 0.91]). LIMITATIONS Causal inference cannot be made due to the cross-sectional nature of the data. CONCLUSIONS Our study suggests NMUPD is associated with depressive and anxiety symptoms among Chinese undergraduates, and the associations may differ by sex.
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Affiliation(s)
- Yilin Hua
- Department of Medical Statistics and Epidemiology, School of Public Health, Sun Yat-sen University, Guangzhou 510080, People's Republic of China
| | - Guangduoji Shi
- Department of Medical Statistics and Epidemiology, School of Public Health, Sun Yat-sen University, Guangzhou 510080, People's Republic of China
| | - Xinyu Zheng
- Department of Medical Statistics and Epidemiology, School of Public Health, Sun Yat-sen University, Guangzhou 510080, People's Republic of China
| | - Cuihong Huang
- Department of Medical Statistics and Epidemiology, School of Public Health, Sun Yat-sen University, Guangzhou 510080, People's Republic of China
| | - Yan Xu
- Center for ADR Monitoring of Guangdong, Guangzhou 510080, People's Republic of China
| | - Guoliang Huang
- Center for ADR Monitoring of Guangdong, Guangzhou 510080, People's Republic of China
| | - Wanxin Wang
- Department of Medical Statistics and Epidemiology, School of Public Health, Sun Yat-sen University, Guangzhou 510080, People's Republic of China
| | - Ciyong Lu
- Department of Medical Statistics and Epidemiology, School of Public Health, Sun Yat-sen University, Guangzhou 510080, People's Republic of China.
| | - Lan Guo
- Department of Medical Statistics and Epidemiology, School of Public Health, Sun Yat-sen University, Guangzhou 510080, People's Republic of China.
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McCabe SE, Schulenberg JE, Wilens TE, Schepis TS, McCabe VV, Veliz PT. Prescription Stimulant Medical and Nonmedical Use Among US Secondary School Students, 2005 to 2020. JAMA Netw Open 2023; 6:e238707. [PMID: 37071423 PMCID: PMC10114020 DOI: 10.1001/jamanetworkopen.2023.8707] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/16/2022] [Accepted: 03/04/2023] [Indexed: 04/19/2023] Open
Abstract
Importance Recent information on the prevalence of prescription stimulant therapy for attention-deficit/hyperactivity disorder (ADHD) and nonmedical use of prescription stimulants (NUPS) at the school-level among US secondary school students is limited. Objective To investigate the school-level prevalence of and association between stimulant therapy for ADHD and NUPS among US secondary school students. Design, Setting, and Participants This cross-sectional study used survey data collected between 2005 and 2020 as part of the Monitoring the Future study (data collected annually via self-administered survey in schools from independent cohorts). Participants were from a nationally representative sample of 3284 US secondary schools. The mean (SD) response rates were 89.5% (1.3%) for 8th-grade students, 87.4% (1.1%) for 10th-grade students, and 81.5% (1.8%) for 12th-grade students. Statistical analysis was performed from July to September 2022. Main Outcome and Measure Past-year NUPS. Results The 3284 schools contained 231 141 US 8th-, 10th-, and 12th-grade students (111 864 [50.8%, weighted] female; 27 234 [11.8%, weighted] Black, 37 400 [16.2%, weighted] Hispanic, 122 661 [53.1%, weighted] White, 43 846 [19.0%, weighted] other race and ethnicity). Across US secondary schools, the past-year prevalence of NUPS ranged from 0% to more than 25%. The adjusted odds of an individual engaging in past-year NUPS were higher at secondary schools with higher proportions of students who reported stimulant therapy for ADHD, after controlling for other individual-level and school-level covariates. Students attending schools with the highest rates of prescription stimulant therapy for ADHD had approximately 36% increased odds of past-year NUPS compared with students attending schools with no medical use of prescription stimulants (adjusted odds ratio, 1.36; 95% CI, 1.20-1.55). Other significant school-level risk factors included schools in more recent cohorts (2015-2020), schools with higher proportions of parents with higher levels of education, schools located in non-Northeastern regions, schools located in suburban areas, schools with higher proportion of White students, and schools with medium levels of binge drinking. Conclusions and Relevance In this cross-sectional study of US secondary schools, the prevalence of past-year NUPS varied widely, highlighting the need for schools to assess their own students rather than relying solely on regional, state, or national results. The study offered new evidence of an association between a greater proportion of the student body that uses stimulant therapy and a greater risk for NUPS in schools. The association between greater school-level stimulant therapy for ADHD and other school-level risk factors suggests valuable targets for monitoring, risk-reduction strategies, and preventive efforts to reduce NUPS.
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Affiliation(s)
- Sean Esteban McCabe
- Center for the Study of Drugs, Alcohol, Smoking and Health, School of Nursing, University of Michigan, Ann Arbor
- Institute for Research on Women and Gender, University of Michigan, Ann Arbor
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor
- Injury Prevention Center, University of Michigan, Ann Arbor
| | - John E. Schulenberg
- Center for the Study of Drugs, Alcohol, Smoking and Health, School of Nursing, University of Michigan, Ann Arbor
- Institute for Social Research, University of Michigan, Ann Arbor
- Department of Psychology, University of Michigan, Ann Arbor
| | - Timothy E. Wilens
- Center for the Study of Drugs, Alcohol, Smoking and Health, School of Nursing, University of Michigan, Ann Arbor
- Department of Psychiatry, School of Medicine, Harvard University, Boston, Massachusetts
| | - Ty S. Schepis
- Center for the Study of Drugs, Alcohol, Smoking and Health, School of Nursing, University of Michigan, Ann Arbor
- Department of Psychology, Texas State University, San Marcos
| | - Vita V. McCabe
- Center for the Study of Drugs, Alcohol, Smoking and Health, School of Nursing, University of Michigan, Ann Arbor
- Department of Psychiatry, Medical School, University of Michigan, Ann Arbor
| | - Philip T. Veliz
- Center for the Study of Drugs, Alcohol, Smoking and Health, School of Nursing, University of Michigan, Ann Arbor
- Institute for Research on Women and Gender, University of Michigan, Ann Arbor
- Institute for Social Research, University of Michigan, Ann Arbor
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Mendez J, Yomogida K, Figueroa W, Diaz Roldan K, Bavarian N. Examining associations between prescription stimulant misuse frequency and misuse characteristics by race/ethnicity. J Ethn Subst Abuse 2023; 22:402-416. [PMID: 34355999 PMCID: PMC8818055 DOI: 10.1080/15332640.2021.1952128] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
INTRODUCTION The misuse use of prescription stimulants (MPS) among college students is a pressing public health concern. Past research suggests there is variation in MPS frequency by race/ethnicity. According to the Theory of Triadic Influence, a health behavior can increase in frequency based on experiences and characteristics of the behavior. Thus, our aim was to examine the association between experiences and characteristics of MPS with MPS frequency, by race/ethnicity. METHODS A probability sample of students attending two California universities completed a paper-based, psychometrically validated, instrument. Students who reported engaging in MPS in their lifetime were also asked questions about frequency, cost per pill, administration routes, sources, and experience with the drug. We used regression analyses to address our research questions, and conducted analyses by racial/ethnic group (i.e. for students identifying as Asian, Latinx, and White). RESULTS MPS frequency did not vary by race/ethnicity. The influence of characteristics of misuse on frequency varied by race/ethnicity. Additionally, frequency of experiencing the desired outcome was significantly associated with increased MPS frequency across all three racial/ethnic groups. CONCLUSIONS Characteristics of misuse are important to consider when screening for misuse and potential dependence. Particular attention should be given to these characteristics by race/ethnicity. Implications for future research are discussed.
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Holt LJ, Looby A, Schepis TS. Sources for prescription stimulant misuse: A person-centered approach to understanding links to substance use and psychiatric impairment. Exp Clin Psychopharmacol 2023; 31:498-506. [PMID: 35816563 PMCID: PMC9926480 DOI: 10.1037/pha0000586] [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] [Indexed: 01/20/2023]
Abstract
Prescription stimulant misuse (PSM) is most prevalent among college students and is associated with numerous negative academic and psychosocial outcomes. A large body of literature has identified predictors of PSM in this population, however few studies have utilized a person-centered approach to examine how the sources from which students procure prescription stimulants are associated with substance-related and psychiatric impairment. We used latent class analysis (LCA) to classify a geographically and racially/ethnically diverse sample of U.S. undergraduates (N = 538) who misused prescription stimulants into groups based on their endorsement of nine sources of medication. We selected a five-group classification from the LCA with classes of peer/dealer, given by friend, own prescription, lower multiple sources (i.e., relatively infrequent endorsement of multiple sources), and any source. Compared to the reference group (given by friend), the own prescription class was less likely to report marijuana use, simultaneous alcohol and marijuana use, alcohol or marijuana consequences, and nonoral routes of administration. On the other hand, the own prescription class was more likely to screen positive for anxiety, anger, and suicidality. Similarly, the lower multiple sources group was more likely to screen positive for depression, anxiety, anger, and suicidality. Prevention and intervention efforts focused on PSM may be tailored differently for students who are misusing their own medication and/or endorsing multiple sources. Specifically, these students may need broader assistance with comorbid psychiatric conditions, particularly suicidality, while students who obtain stimulants from peers or a dealer may benefit more from substance-focused interventions. (PsycInfo Database Record (c) 2023 APA, all rights reserved).
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Schepis TS, Werner KS, Figueroa O, McCabe VV, Schulenberg JE, Veliz PT, Wilens TE, McCabe SE. Type of medication therapy for ADHD and stimulant misuse during adolescence: a cross-sectional multi-cohort national study. EClinicalMedicine 2023; 58:101902. [PMID: 36969344 PMCID: PMC10036501 DOI: 10.1016/j.eclinm.2023.101902] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/07/2022] [Revised: 02/15/2023] [Accepted: 02/23/2023] [Indexed: 03/18/2023] Open
Abstract
Background Attention-deficit/hyperactivity disorder (ADHD) is associated with higher substance use rates. Stimulant and non-stimulant pharmacotherapy improve adolescent ADHD, but their associations with prescription stimulant misuse (PSM), cocaine, and methamphetamine use are unclear. Using 2005-2020 US Monitoring the Future data, we investigated relationships between ADHD pharmacotherapy history and PSM, cocaine, or methamphetamine use. Methods Secondary students (13-19 years) provided data on pharmacotherapy history (N = 199,560; 86.3% of total sample) between January 1, 2005 and May 31, 2020 in a cross-sectional multi-cohort study; weights assured a nationally representative sample. Participants were grouped by ADHD pharmacotherapy history: none (88.7%; principally non-ADHD controls); stimulant-only (5.8%); non-stimulant-only (3.3%); both stimulant and non-stimulant (2.1%). Outcomes were past-year PSM, cocaine, and methamphetamine use. Logistic regressions examined relationships between pharmacotherapy history and outcomes, controlling for sociodemographics, recent substance use, and stimulant treatment cessation. Findings Past-year outcome rates were lowest in adolescents with no pharmacotherapy history: 4.7% for PSM [8310/174,561], 1.6% for cocaine [2858/174,688], and 0.7% for methamphetamine [1036/148,378]. A history of both stimulant and non-stimulant treatment was associated with the highest rates: 22.3% for PSM [940/4098], 10.4% for cocaine [450/4110], and 7.8% for methamphetamine [275/3427]. Adolescents who received monotherapy (stimulant- or non-stimulant-only) had intermediate rates, with no differences between monotherapy groups. Interpretation While elevated PSM and illicit stimulant use rates are likely influenced by ADHD, our findings suggested adolescents with a history of both stimulant and non-stimulant pharmacotherapy are at highest risk for these stimulant outcomes. Adolescents receiving ADHD pharmacotherapy should be monitored for PSM and illicit stimulant use. Funding National Institute on Drug Abuse/National Institutes of Health (USA) and Food and Drug Administration (USA).
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Affiliation(s)
- Ty S. Schepis
- Department of Psychology, Texas State University, San Marcos, TX, USA
- Department of Health Behavior and Biological Sciences, Center for the Study of Drugs, Alcohol, Smoking and Health (DASH Center), School of Nursing, University of Michigan, Ann Arbor, MI, USA
| | - Kennedy S. Werner
- Department of Health Behavior and Biological Sciences, Center for the Study of Drugs, Alcohol, Smoking and Health (DASH Center), School of Nursing, University of Michigan, Ann Arbor, MI, USA
- School of Medicine, Wayne State University, Detroit, MI, USA
| | - Olivia Figueroa
- Department of Health Behavior and Biological Sciences, Center for the Study of Drugs, Alcohol, Smoking and Health (DASH Center), School of Nursing, University of Michigan, Ann Arbor, MI, USA
| | - Vita V. McCabe
- Department of Health Behavior and Biological Sciences, Center for the Study of Drugs, Alcohol, Smoking and Health (DASH Center), School of Nursing, University of Michigan, Ann Arbor, MI, USA
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA
| | - John E. Schulenberg
- Department of Health Behavior and Biological Sciences, Center for the Study of Drugs, Alcohol, Smoking and Health (DASH Center), School of Nursing, University of Michigan, Ann Arbor, MI, USA
- Department of Psychology, University of Michigan, Ann Arbor, MI, USA
- Institute for Social Research, University of Michigan, Ann Arbor, MI, USA
| | - Phil T. Veliz
- Department of Health Behavior and Biological Sciences, Center for the Study of Drugs, Alcohol, Smoking and Health (DASH Center), School of Nursing, University of Michigan, Ann Arbor, MI, USA
- Institute for Social Research, University of Michigan, Ann Arbor, MI, USA
- Institute for Research on Women and Gender, University of Michigan, Ann Arbor, MI, USA
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, MI, USA
| | - Timothy E. Wilens
- Department of Health Behavior and Biological Sciences, Center for the Study of Drugs, Alcohol, Smoking and Health (DASH Center), School of Nursing, University of Michigan, Ann Arbor, MI, USA
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Harvard University, Boston, MA, USA
| | - Sean Esteban McCabe
- Department of Health Behavior and Biological Sciences, Center for the Study of Drugs, Alcohol, Smoking and Health (DASH Center), School of Nursing, University of Michigan, Ann Arbor, MI, USA
- Institute for Social Research, University of Michigan, Ann Arbor, MI, USA
- Institute for Research on Women and Gender, University of Michigan, Ann Arbor, MI, USA
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, MI, USA
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Bovonratwet P, Kapadia M, Chen AZ, Vaishnav AS, Song J, Sheha ED, Albert TJ, Gang CH, Qureshi SA. Opioid prescription trends after ambulatory anterior cervical discectomy and fusion. Spine J 2023; 23:448-456. [PMID: 36427653 DOI: 10.1016/j.spinee.2022.11.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/15/2022] [Revised: 10/19/2022] [Accepted: 11/07/2022] [Indexed: 11/25/2022]
Abstract
BACKGROUND CONTEXT Opioid utilization has been well studied for inpatient anterior cervical discectomy and fusion (ACDF). However, the amount and type of opioids prescribed following ambulatory ACDF and the associated risk of persistent use are largely unknown. PURPOSE To characterize opioid prescription filling following single-level ambulatory ACDF compared with inpatient procedures. STUDY DESIGN/SETTING Retrospective cohort study. PATIENT SAMPLE Opioid-naive patients who underwent ambulatory (no overnight stay) or inpatient single-level ACDF from 2011 to 2019 were identified from a national insurance database. OUTCOME MEASURES Rate, amount, and type of perioperative opioid prescription. METHODS Opioid-naive patients who underwent ambulatory (no overnight stay) or inpatient single-level ACDF from 2011 to 2019 were identified from a national insurance database. Perioperative opioids were defined as opioid prescriptions 30 days before and 14 days after the procedure. Rate, amount, and type of opioid prescription were characterized. Multivariable analyses controlling for any differences in demographics and comorbidities between the two treatment groups were utilized to determine any association between surgical setting and persistent opioid use (defined as the patient still filling new opioid prescriptions >90 days postoperatively). RESULTS A total of 42,521 opioid-naive patients were identified, of which 2,850 were ambulatory and 39,671 were inpatient. Ambulatory ACDF was associated with slightly increased perioperative opioid prescription filling (52.7% vs 47.3% for inpatient procedures; p<.001). Among the 20,280 patients (47.7%) who filled perioperative opioid prescriptions, the average amount of opioids prescribed (in morphine milligram equivalents) was similar between ambulatory and inpatient procedures (550 vs 540, p=.413). There was no association between surgical setting and persistent opioid use in patients who filled a perioperative opioid prescription, even after controlling for comorbidities, (adjusted odds ratio, 1.15, p=.066). CONCLUSIONS Ambulatory ACDF patients who filled perioperative opioid prescriptions were prescribed a similar amount of opioids as those undergoing inpatient procedures. Further, ambulatory ACDF does not appear to be a risk factor for persistent opioid use. These findings are important for patient counseling as well as support the safety profile of this new surgical pathway.
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Affiliation(s)
- Patawut Bovonratwet
- Department of Spine Surgery, Hospital for Special Surgery, 535 East 70th St, New York, NY 10021, USA
| | - Milan Kapadia
- Department of Spine Surgery, Hospital for Special Surgery, 535 East 70th St, New York, NY 10021, USA
| | - Aaron Z Chen
- Department of Orthopedic Surgery, Columbia University Irving Medical Center, 630 W 168th St, New York, NY 10032, USA
| | - Avani S Vaishnav
- Department of Spine Surgery, Hospital for Special Surgery, 535 East 70th St, New York, NY 10021, USA
| | - Junho Song
- Department of Spine Surgery, Hospital for Special Surgery, 535 East 70th St, New York, NY 10021, USA
| | - Evan D Sheha
- Department of Spine Surgery, Hospital for Special Surgery, 535 East 70th St, New York, NY 10021, USA
| | - Todd J Albert
- Department of Spine Surgery, Hospital for Special Surgery, 535 East 70th St, New York, NY 10021, USA
| | - Catherine H Gang
- Department of Spine Surgery, Hospital for Special Surgery, 535 East 70th St, New York, NY 10021, USA
| | - Sheeraz A Qureshi
- Department of Spine Surgery, Hospital for Special Surgery, 535 East 70th St, New York, NY 10021, USA.
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Lewis MA, Zhou Z, Parks KA, Evans-Polce R, Litt DM, Fairlie AM, Geusens F, LoParco C, McCabe SE. Polysubstance use among young adults and differences in negative alcohol-related sexual experiences. Addict Behav 2023; 138:107571. [PMID: 36502745 PMCID: PMC9780189 DOI: 10.1016/j.addbeh.2022.107571] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2022] [Revised: 11/18/2022] [Accepted: 11/28/2022] [Indexed: 12/05/2022]
Abstract
This study aimed to compare negative alcohol-related sexual experiences among individuals who used (1) alcohol only, (2) alcohol plus marijuana, and (3) alcohol plus marijuana and stimulants. Participants in the analytic sample (N = 1,015; Mean age = 19.16 (SD = 0.79); 45.42% male) completed an online baseline survey as part of an intervention study. A hurdle negative binomial model examined the associations between polysubstance use and negative alcohol-related sexual experiences. Models examined if experiences varied by demographic factors. Compared to participants that only used alcohol, those who used alcohol plus marijuana and stimulants reported a higher likelihood and average number of negative alcohol-related sexual experiences in the past 3 months. Participants that used alcohol plus marijuana had a higher likelihood of having a negative alcohol-related sexual experience in the past 3 months compared to those who only used alcohol. These findings suggest the number and risk for negative alcohol-related sexual experiences increases with the number of substances being used.
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Affiliation(s)
- Melissa A Lewis
- Department of Health Behavior and Health Systems, School of Public Health, University of North Texas Health Science Center, 3500 Camp Bowie Blvd., Fort Worth, TX 76107, United States.
| | - Zhengyang Zhou
- Department of Biostatistics and Epidemiology, School of Public Health, University of North Texas Health Science Center, 3500 Camp Bowie Blvd., Fort Worth, TX 76107, United States
| | - Kathleen A Parks
- Department of Psychology, College of Arts and Sciences, The State University at New York at Buffalo, 1021 Main Street, Buffalo, NY 14203, United States
| | - Rebecca Evans-Polce
- Center for the Study of Drugs, Alcohol, Smoking and Health, Department of Health Behavior and Biological Sciences, School of Nursing, University of Michigan, 400 North Ingalls Building, Ann Arbor, MI 48109, United States
| | - Dana M Litt
- Department of Health Behavior and Health Systems, School of Public Health, University of North Texas Health Science Center, 3500 Camp Bowie Blvd., Fort Worth, TX 76107, United States
| | - Anne M Fairlie
- Department of Psychiatry and Behavioral Sciences, Center for the Study of Health and Risk Behaviors, University of Washington, 1959 NE Pacific St, Seattle, WA 98195, United States
| | - Femke Geusens
- Leuven School for Mass Communication Research, KU Leuven, Parkstraat 45 box 3603, 3000 Leuven, Belgium; Research Foundation Flanders/FWO Vlaanderen, Leuvenseweg 38, 1000 Brussel, Belgium
| | - Cassidy LoParco
- Department of Health Behavior and Health Systems, School of Public Health, University of North Texas Health Science Center, 3500 Camp Bowie Blvd., Fort Worth, TX 76107, United States
| | - Sean Esteban McCabe
- Center for the Study of Drugs, Alcohol, Smoking and Health, Department of Health Behavior and Biological Sciences, School of Nursing, University of Michigan, 400 North Ingalls Building, Ann Arbor, MI 48109, United States
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50
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Levy HA, Karamian BA, Canseco JA, Henstenburg J, Larwa J, Haislup B, Kaye ID, Woods BI, Radcliff KE, Hilibrand AS, Kepler CK, Vaccaro AR, Schroeder GD. Does a High Postoperative Opioid Dose Predict Chronic Use After ACDF? World Neurosurg 2023; 171:e686-e692. [PMID: 36566977 DOI: 10.1016/j.wneu.2022.12.083] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2022] [Accepted: 12/18/2022] [Indexed: 12/24/2022]
Abstract
OBJECTIVE The purpose of this study is to determine if increased postoperative prescription opioid dosing is an isolated predictor of chronic opioid use after anterior cervical diskectomy and fusion (ACDF). METHODS A retrospective cohort analysis of patients undergoing ACDF for degenerative diseases from 2016-2019 at a single institution was performed. Preoperative and postoperative opioid and benzodiazepine prescriptions, including morphine milligram equivalents (MMEs) and duration of use, were obtained from the Pennsylvania Prescription Drug Monitoring Program. Univariate analysis compared patient demographics and surgical factors across groups on the basis of postoperative opioid dose (high: MME ≥90, low: MME <90) and chronicity of use (chronic: ≥120 days or >10 prescriptions). Logistic regressions identified predictors of high opioid dose and chronic use. RESULTS A total of 385 patients were included. Preoperative opioid tolerance and tobacco use were associated with high postoperative opioid dose and chronic usage. Younger age correlated with high-dose prescriptions. Increased body mass index and preoperative benzodiazepine use were associated with chronic opioid use. Chronic postoperative opioid use correlated with high-dose prescriptions, change in opioid prescribed, private pay scripts, and more than 1 prescriber and pharmacy. Logistic regression identified high postoperative opioid dose, opioid tolerance, increased body mass index, and no prior cervical surgery as predictors of chronic opioid use. Regression analysis determined younger age, increased medical comorbidities, and opioid tolerance to be predictors for high MME prescriptions. CONCLUSIONS High postoperative opioid dose independently predicted chronic opioid use after ACDF regardless of preoperative opioid tolerance.
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Affiliation(s)
- Hannah A Levy
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, Pennsylvania, USA; Department of Orthopaedic Surgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Brian A Karamian
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, Pennsylvania, USA; Department of Orthopaedic Surgery, University of Utah, Salt Lake City, Utah, USA.
| | - Jose A Canseco
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Jeffrey Henstenburg
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Joseph Larwa
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Brett Haislup
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - I David Kaye
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Barrett I Woods
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Kris E Radcliff
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Alan S Hilibrand
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Christopher K Kepler
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Alexander R Vaccaro
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Gregory D Schroeder
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
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