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Siefried KJ, Bascombe F, Clifford B, Liu Z, Middleton P, Kay-Lambkin F, Freestone J, Herman D, Millard M, Steele M, Acheson L, Moller C, Bath N, Ezard N. Effect of a Smartphone App (S-Check) on Actual and Intended Help-Seeking and Motivation to Change Methamphetamine Use Among Adult Consumers of Methamphetamine in Australia: Randomized Waitlist-Controlled Trial. JMIR Mhealth Uhealth 2024; 12:e55663. [PMID: 38959499 PMCID: PMC11255525 DOI: 10.2196/55663] [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: 12/19/2023] [Revised: 01/23/2024] [Accepted: 05/10/2024] [Indexed: 07/05/2024] Open
Abstract
BACKGROUND Interventions are required that address delays in treatment-seeking and low treatment coverage among people consuming methamphetamine. OBJECTIVE We aim to determine whether a self-administered smartphone-based intervention, the "S-Check app" can increase help-seeking and motivation to change methamphetamine use, and determine factors associated with app engagement. METHODS This study is a randomized, 28-day waitlist-controlled trial. Consenting adults residing in Australia who reported using methamphetamine at least once in the last month were eligible to download the app for free from Android or iOS app stores. Those randomized to the intervention group had immediate access to the S-Check app, the control group was wait-listed for 28 days before gaining access, and then all had access until day 56. Actual help-seeking and intention to seek help were assessed by the modified Actual Help Seeking Questionnaire (mAHSQ), modified General Help Seeking Questionnaire, and motivation to change methamphetamine use by the modified readiness ruler. χ2 comparisons of the proportion of positive responses to the mAHSQ, modified General Help Seeking Questionnaire, and modified readiness ruler were conducted between the 2 groups. Logistic regression models compared the odds of actual help-seeking, intention to seek help, and motivation to change at day 28 between the 2 groups. Secondary outcomes were the most commonly accessed features of the app, methamphetamine use, feasibility and acceptability of the app, and associations between S-Check app engagement and participant demographic and methamphetamine use characteristics. RESULTS In total, 560 participants downloaded the app; 259 (46.3%) completed eConsent and baseline; and 84 (32.4%) provided data on day 28. Participants in the immediate access group were more likely to seek professional help (mAHSQ) at day 28 than those in the control group (n=15, 45.5% vs n=12, 23.5%; χ21=4.42, P=.04). There was no significant difference in the odds of actual help-seeking, intention to seek help, or motivation to change methamphetamine use between the 2 groups on the primary logistic regression analyses, while in the ancillary analyses, the imputed data set showed a significant difference in the odds of seeking professional help between participants in the immediate access group compared to the waitlist control group (adjusted odds ratio 2.64, 95% CI 1.19-5.83, P=.02). For participants not seeking help at baseline, each minute in the app increased the likelihood of seeking professional help by day 28 by 8% (ratio 1.08, 95% CI 1.02-1.22, P=.04). Among the intervention group, a 10-minute increase in app engagement time was associated with a decrease in days of methamphetamine use by 0.4 days (regression coefficient [β] -0.04, P=.02). CONCLUSIONS The S-Check app is a feasible low-resource self-administered intervention for adults in Australia who consume methamphetamine. Study attrition was high and, while common in mobile health interventions, warrants larger studies of the S-Check app. TRIAL REGISTRATION Australian New Zealand Clinical Trials Registry ACTRN12619000534189; https://www.anzctr.org.au/Trial/Registration/TrialReview.aspx?id=377288&isReview=true.
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Affiliation(s)
- Krista J Siefried
- The National Centre for Clinical Research on Emerging Drugs, University of New South Wales, Randwick, Australia
- St Vincent's Hospital Alcohol and Drug Service, Sydney, Australia
- The National Drug and Alcohol Research Centre, The University of New South Wales, Sydney, Australia
| | - Florence Bascombe
- The National Centre for Clinical Research on Emerging Drugs, University of New South Wales, Randwick, Australia
- Institute for Global Health, University College London, London, United Kingdom
- Central and North-West London NHS Foundation Trust, London, United Kingdom
- University College London Hospitals NHS Foundation Trust, London, United Kingdom
| | - Brendan Clifford
- The National Centre for Clinical Research on Emerging Drugs, University of New South Wales, Randwick, Australia
- St Vincent's Hospital Alcohol and Drug Service, Sydney, Australia
- The National Drug and Alcohol Research Centre, The University of New South Wales, Sydney, Australia
- New South Wales Drug and Alcohol Clinical Research and Improvement Network, New South Wales Ministry of Health, Sydney, Australia
| | - Zhixin Liu
- Healthdirect Australia, Sydney, Australia
| | - Peter Middleton
- St Vincent's Hospital Alcohol and Drug Service, Sydney, Australia
- New South Wales Drug and Alcohol Clinical Research and Improvement Network, New South Wales Ministry of Health, Sydney, Australia
| | - Frances Kay-Lambkin
- School of Medicine and Public Health, College of Health, Medicine and Wellbeing, University of Newcastle, Newcastle, Australia
| | - Jack Freestone
- ACON, Sydney, Australia
- The Kirby Institute, University of New South Wales, Sydney, Australia
| | | | - Michael Millard
- Clinical Research Unit for Anxiety and Depression, St Vincent's Hospital, Sydney, Australia
| | - Maureen Steele
- St Vincent's Hospital Alcohol and Drug Service, Sydney, Australia
| | - Liam Acheson
- The National Centre for Clinical Research on Emerging Drugs, University of New South Wales, Randwick, Australia
- St Vincent's Hospital Alcohol and Drug Service, Sydney, Australia
- The National Drug and Alcohol Research Centre, The University of New South Wales, Sydney, Australia
| | - Carl Moller
- The National Centre for Clinical Research on Emerging Drugs, University of New South Wales, Randwick, Australia
| | - Nicky Bath
- LGBTIQ+ Health Australia, Sydney, Australia
| | - Nadine Ezard
- The National Centre for Clinical Research on Emerging Drugs, University of New South Wales, Randwick, Australia
- St Vincent's Hospital Alcohol and Drug Service, Sydney, Australia
- The National Drug and Alcohol Research Centre, The University of New South Wales, Sydney, Australia
- New South Wales Drug and Alcohol Clinical Research and Improvement Network, New South Wales Ministry of Health, Sydney, Australia
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Schmitz JM, Stotts AL, Vujanovic AA, Yoon JH, Webber HE, Lane SD, Weaver MF, Vincent J, Suchting R, Green CE. Contingency management plus acceptance and commitment therapy for initial cocaine abstinence: Results of a sequential multiple assignment randomized trial (SMART). Drug Alcohol Depend 2024; 256:111078. [PMID: 38309089 DOI: 10.1016/j.drugalcdep.2023.111078] [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: 10/14/2023] [Revised: 12/21/2023] [Accepted: 12/23/2023] [Indexed: 02/05/2024]
Abstract
BACKGROUND This study tested an adaptive intervention for optimizing abstinence outcomes over phases of treatment for cocaine use disorder using a SMART design. Phase 1 assessed whether 4 weeks of contingency management (CM) improved response with the addition of Acceptance and Commitment Therapy (ACT). Phase 2 assessed pharmacological augmentation with modafinil (MOD) vs. placebo (PLA) for individuals not achieving abstinence during Phase 1. METHOD For Phase 1 of treatment, participants (N=118) were randomly allocated to ACT+CM or Drug Counseling (DC+CM), the comparison condition. At week 4, treatment response was defined as the submission of six consecutive cocaine-negative urine drug screens (UDS). Phase 1 non-responders were re-randomized to MOD or PLA as adjunct to their initial treatment. Phase 1 responders continued receiving their initial treatment. Primary outcomes included response rate and proportion of cocaine-negative UDS for Phase 1 and 2. Analyses used Bayesian inference with 80% pre-specified as the posterior probability (PP) threshold constituting moderate evidence that an effect exists. RESULTS Phase 1 response was higher in the ACT+CM group (24.5%) compared to the DC+CM group (17.5%; PP = 84.5%). In Phase 2, the proportion of cocaine-negative UDS among Phase 1 responders did not differ by initial treatment (PP = 61.8%) but remained higher overall compared to Phase 1 non-responders (PPs > 99%). No evidence of an effect favoring augmentation with MOD was observed. DISCUSSION Adding ACT to CM increased abstinence initiation. Initial responders were more likely to remain abstinent compared to initial non-responders, for whom modafinil was not an effective pharmacotherapy augmentation strategy.
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Affiliation(s)
- Joy M Schmitz
- Faillace Department of Psychiatry & Behavioral Sciences, McGovern Medical School, University of Texas Health Science Center at Houston, United States.
| | - Angela L Stotts
- Faillace Department of Psychiatry & Behavioral Sciences, McGovern Medical School, University of Texas Health Science Center at Houston, United States; Department of Family and Community Medicine, McGovern Medical School, University of Texas Health Science Center at Houston, United States
| | - Anka A Vujanovic
- Department of Psychological and Brain Sciences, Texas A&M University, United States
| | - Jin H Yoon
- Faillace Department of Psychiatry & Behavioral Sciences, McGovern Medical School, University of Texas Health Science Center at Houston, United States
| | - Heather E Webber
- Faillace Department of Psychiatry & Behavioral Sciences, McGovern Medical School, University of Texas Health Science Center at Houston, United States
| | - Scott D Lane
- Faillace Department of Psychiatry & Behavioral Sciences, McGovern Medical School, University of Texas Health Science Center at Houston, United States
| | - Michael F Weaver
- Faillace Department of Psychiatry & Behavioral Sciences, McGovern Medical School, University of Texas Health Science Center at Houston, United States
| | - Jessica Vincent
- Faillace Department of Psychiatry & Behavioral Sciences, McGovern Medical School, University of Texas Health Science Center at Houston, United States
| | - Robert Suchting
- Faillace Department of Psychiatry & Behavioral Sciences, McGovern Medical School, University of Texas Health Science Center at Houston, United States
| | - Charles E Green
- Faillace Department of Psychiatry & Behavioral Sciences, McGovern Medical School, University of Texas Health Science Center at Houston, United States; UTHealth Center for Clinical Research & Evidence-Based Medicine, United States
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Acheson LS, Ezard N, Lintzeris N, Dunlop A, Brett J, Rodgers C, Gill A, Christmass M, McKetin R, Farrell M, Shoptaw S, Siefried KJ. Trial protocol of an open label pilot study of lisdexamfetamine for the treatment of acute methamphetamine withdrawal. PLoS One 2022; 17:e0275371. [PMID: 36190973 PMCID: PMC9529099 DOI: 10.1371/journal.pone.0275371] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2022] [Accepted: 09/13/2022] [Indexed: 11/09/2022] Open
Abstract
Introduction Methamphetamine (MA) use disorder is an important public health concern. MA withdrawal is often the first step in ceasing or reducing use. There are no evidence-based withdrawal treatments, and no medication is approved for the treatment of MA withdrawal. Lisdexamfetamine (LDX) dimesilate, used in the treatment of attention deficit hyperactivity disorder and binge eating disorder has the potential as an agonist therapy to ameliorate withdrawal symptoms, and improve outcomes for patients. Methods A single arm, open-label pilot study to test the safety and feasibility of LDX for the treatment of MA withdrawal. Participants will be inpatients in a drug and alcohol withdrawal unit, and will receive a tapering dose of LDX over five days: 250mg LDX on Day 1, reducing by 50mg per day to 50mg on Day 5. Optional inpatient Days 6 and 7 will allow for participants to transition to ongoing treatment. Participants will be followed-up on Days 14, 21 and 28. All participants will also receive standard inpatient withdrawal care. The primary outcomes are safety (measured by adverse events, changes in vital signs, changes in suicidality and psychosis) and feasibility (the time taken to enrol the sample, proportion of screen / pre-screen failures). Secondary outcomes are acceptability (treatment satisfaction questionnaire, medication adherence, concomitant medications, qualitative interviews), retention to protocol (proportion retained to primary and secondary endpoints), changes in withdrawal symptoms (Amphetamine Withdrawal Questionnaire) and craving for MA (visual analogue scale), and sleep outcomes (continuous actigraphy and daily sleep diary). Discussion This is the first study to assess lisdexamfetamine for the treatment of acute MA withdrawal. If safe and feasible results will go to informing the development of multi-centre randomised controlled trials to determine the efficacy of the intervention.
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Affiliation(s)
- Liam S. Acheson
- The National Drug and Alcohol Research Centre (NDARC), the University of New South Wales, Sydney, Australia
- Alcohol and Drug Service, St Vincent’s Hospital Sydney, Sydney, Australia
- The National Centre for Clinical Research on Emerging Drugs (NCCRED), c/o the University of New South Wales, Sydney, Australia
- * E-mail:
| | - Nadine Ezard
- Alcohol and Drug Service, St Vincent’s Hospital Sydney, Sydney, Australia
- The National Centre for Clinical Research on Emerging Drugs (NCCRED), c/o the University of New South Wales, Sydney, Australia
- New South Wales Drug and Alcohol Clinical Research and Improvement Network (DACRIN), Sydney, Australia
| | - Nicholas Lintzeris
- New South Wales Drug and Alcohol Clinical Research and Improvement Network (DACRIN), Sydney, Australia
- The Langton Centre, South East Sydney Local Health District, Sydney, Australia
- Discipline of Addiction Medicine, the University of Sydney, Sydney, Australia
| | - Adrian Dunlop
- New South Wales Drug and Alcohol Clinical Research and Improvement Network (DACRIN), Sydney, Australia
- Drug and Alcohol Clinical Services, Hunter New England Local Health District, Newcastle, Australia
- School of Medicine and Public Health, the University of Newcastle, Newcastle, Australia
| | - Jonathan Brett
- Clinical Pharmacology and Toxicology, St Vincent’s Hospital Sydney, Sydney, Australia
- St. Vincent’s Clinical School, the University of New South Wales, Sydney, Australia
| | - Craig Rodgers
- Alcohol and Drug Service, St Vincent’s Hospital Sydney, Sydney, Australia
| | - Anthony Gill
- Alcohol and Drug Service, St Vincent’s Hospital Sydney, Sydney, Australia
| | - Michael Christmass
- Next Step Drug and Alcohol Services, Perth, Australia
- National Drug Research Institute, Curtin University, Perth, Australia
| | - Rebecca McKetin
- The National Drug and Alcohol Research Centre (NDARC), the University of New South Wales, Sydney, Australia
| | - Michael Farrell
- The National Drug and Alcohol Research Centre (NDARC), the University of New South Wales, Sydney, Australia
| | - Steve Shoptaw
- Department of Family Medicine, The University of California Los Angeles, Los Angeles, California, United States of America
| | - Krista J. Siefried
- The National Drug and Alcohol Research Centre (NDARC), the University of New South Wales, Sydney, Australia
- Alcohol and Drug Service, St Vincent’s Hospital Sydney, Sydney, Australia
- The National Centre for Clinical Research on Emerging Drugs (NCCRED), c/o the University of New South Wales, Sydney, Australia
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Jeong H, Yoon S, Sung YH, Kim J, Lyoo IK, Yurgelun-Todd DA, Renshaw PF. Effects of cytidine-5'-diphosphate choline on gray matter volumes in methamphetamine-dependent patients: A randomized, double-blind, placebo-controlled study. J Psychiatr Res 2021; 143:215-221. [PMID: 34507102 PMCID: PMC8557135 DOI: 10.1016/j.jpsychires.2021.09.006] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/02/2021] [Revised: 07/07/2021] [Accepted: 09/01/2021] [Indexed: 10/20/2022]
Abstract
BACKGROUND Cytidine-5'-diphosphate choline (CDP-choline) has been suggested to exert neuroprotective and neuroreparative effects and may be beneficial for patients with stimulant dependence. This randomized, double-blind, placebo-controlled study in methamphetamine (MA) dependence investigated effects of CDP-choline on the brain structures and their associations with craving and MA use. METHODS MA users (n = 44) were randomized to receive 2 g/day of CDP-choline (n = 22) or placebo (n = 22) for 8 weeks. Patients underwent brain magnetic resonance imaging (MRI) at baseline and 8-week follow-up. Healthy individuals (n = 27) were also examined using brain MRI at the same interval. Voxel-based morphometry analysis was conducted to examine changes in gray matter (GM) volumes and their associations with craving and MA use. RESULTS Craving for MA was significantly reduced after the 8 week-treatment with CDP-choline (p = 0.01), but not with the placebo treatment (p = 0.10). There was no significant difference in the total number of MA-negative urine samples between the two groups (p = 0.19). With CDP-choline treatment, GM volumes in the left middle frontal gyrus (p = 0.001), right hippocampus (p = 0.009), and left precuneus (p = 0.001) were significantly increased compared to the placebo and control groups. Increased GM volumes in the left middle frontal gyrus with CDP-choline treatment were associated with reduced craving for MA (Spearman's ρ = -0.56, p = 0.03). In addition, the right hippocampal volume increases were positively associated with the total number of MA-negative urine results in the CDP-choline group (Spearman's ρ = 0.67, p = 0.006). CONCLUSION Our findings suggest that CDP-choline may increase GM volumes of MA-dependent patients, which may be related to decreases in MA use and craving.
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Affiliation(s)
- Hyeonseok Jeong
- Department of Radiology, Incheon St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, South Korea; Department of Nuclear Medicine, Incheon St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, South Korea.
| | - Sujung Yoon
- Ewha Brain Institute and Department of Brain and Cognitive Sciences, Ewha Womans University, Seoul, South Korea
| | - Young-Hoon Sung
- The Brain Institute and Department of Psychiatry, University of Utah, Salt Lake City, UT, USA
| | - Jungyoon Kim
- Ewha Brain Institute and Department of Brain and Cognitive Sciences, Ewha Womans University, Seoul, South Korea
| | - In Kyoon Lyoo
- Ewha Brain Institute and Department of Brain and Cognitive Sciences, Ewha Womans University, Seoul, South Korea,The Brain Institute and Department of Psychiatry, University of Utah, Salt Lake City, UT, USA,College of Pharmacy, Graduate School of Pharmaceutical Sciences, Ewha Womans University, Seoul, South Korea
| | | | - Perry F. Renshaw
- The Brain Institute and Department of Psychiatry, University of Utah, Salt Lake City, UT, USA
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Alessi SM, Barnett NP, Petry NM. Objective continuous monitoring of alcohol consumption for three months among alcohol use disorder treatment outpatients. Alcohol 2019; 81:131-138. [PMID: 30710610 DOI: 10.1016/j.alcohol.2019.01.008] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2018] [Revised: 01/14/2019] [Accepted: 01/17/2019] [Indexed: 11/15/2022]
Abstract
BACKGROUND Transdermal alcohol sensing technology allows for objective continuous monitoring of alcohol use. The purpose of this study was to characterize alcohol consumption measured with this technology among alcohol use disorder treatment outpatients in two clinical trials. METHODS Participants were community-based alcohol treatment outpatients in usual care (N = 63) during the first three years of studies that monitored drinking with the secure continuous remote alcohol monitor (SCRAMx®) ankle bracelet. Research visits for uploading SCRAMx data occurred every other week in Study 1 (n = 43) and once weekly in Study 2 (n = 20), for 3 months. Staff used timeline follow-back procedures to collect self-reports of drinking frequency and magnitude at each research visit. RESULTS In the 90 days before intake, 85.7% (n = 54) of participants reported consuming alcohol, and consumption occurred on a median (interquartile range) 35.7% (29.0%) of days. During the treatment period, per SCRAMx versus self-report, the percentage who drank was 92.1% (n = 58) versus 46.6% (n = 30), p = .03, and consumption occurred on 16.5% (36.5%) versus 0.0% (21.4%) of days, respectively, p < .001. Median longest duration of abstinence was 26.0 (25.0) versus 39.0 (58.0) days, respectively, p < .001. Breath alcohol concentration, estimated from SCRAMx data, ranged from 0.02 to 0.91 g/dL. CONCLUSIONS This is the first study to quantify alcohol consumption among alcohol treatment outpatients using transdermal sensor technology. Results indicate that most patients drank while in outpatient care. Issues to consider for future applications of this technology and implications for alcohol treatment are discussed.
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Affiliation(s)
- Sheila M Alessi
- University of Connecticut School of Medicine, 263 Farmington Avenue, Farmington, CT 06030-3944, United States.
| | - Nancy P Barnett
- Center for Alcohol and Addiction Studies, School of Public Health, Brown University, Box G-S121-5, Providence, RI 02912, United States.
| | - Nancy M Petry
- University of Connecticut School of Medicine, 263 Farmington Avenue, Farmington, CT 06030-3944, United States
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Soares E, Pereira FC. Pharmacotherapeutic strategies for methamphetamine use disorder: mind the subgroups. Expert Opin Pharmacother 2019; 20:2273-2293. [PMID: 31671001 DOI: 10.1080/14656566.2019.1681970] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
Introduction: Drug use related deaths are increasing and the lack of effective treatment for psychostimulants can be largely held responsible. Particularly, no pharmacotherapy is approved for methamphetamine (METH) use disorder despite decades of research. Only psychosocial interventions are clinically used, with limited long-term recovery and relapse.Areas covered: This review aims to select and describe the most relevant findings to date. Selected clinical trials were found in PubMed using the following keywords ('methamphetamine') and ('addiction' OR 'withdrawal' OR 'treatment' OR 'pharmacotherapy'). Randomized placebo-controlled trials enrolling treatment-seeking METH-dependent subjects and inherent secondary analysis were included.Expert opinion: Overall, end-of-treatment abstinence, reduced METH use or lower relapse rates were seen on METH dependent subgroups or attained significance only following post hoc analysis, irrespective of the medication tested. For example, light and heavy METH users seem to respond differently to pharmacotherapy. This together with the heterogeneous nature of the METH dependent population strongly suggests that some drugs herein described (e.g. mirtazapine, methylphenidate) should be further tested in clinical trials focused on subgroups. Lastly, objective measures, such as urinalysis, are mandatory to include in clinical trials and early treatment response and/or medication compliance should be carefully monitored and considered as predictors of success/failure.
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Affiliation(s)
- Edna Soares
- Institute of Pharmacology and Experimental Therapeutics/iCBR, Faculty of Medicine, University of Coimbra, Coimbra, Portugal.,Neuroscience, Vision and Brain Diseases, CNC.IBILI-University of Coimbra, Coimbra, Portugal.,Coimbra Institute for Clinical and Biomedical Research (iCBR), Faculty of Medicine, University of Coimbra, Coimbra, Portugal.,Center for Innovative Biomedicine and Biotechnology, University of Coimbra, Coimbra, Portugal
| | - Frederico C Pereira
- Institute of Pharmacology and Experimental Therapeutics/iCBR, Faculty of Medicine, University of Coimbra, Coimbra, Portugal.,Neuroscience, Vision and Brain Diseases, CNC.IBILI-University of Coimbra, Coimbra, Portugal.,Coimbra Institute for Clinical and Biomedical Research (iCBR), Faculty of Medicine, University of Coimbra, Coimbra, Portugal.,Center for Innovative Biomedicine and Biotechnology, University of Coimbra, Coimbra, Portugal
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The Impact of Early Substance Use Disorder Treatment Response on Treatment Outcomes Among Pregnant Women With Primary Opioid Use. J Addict Med 2018. [PMID: 29538089 DOI: 10.1097/adm.0000000000000397] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVES This study examined the impact of early patient response on treatment utilization and substance use among pregnant participants enrolled in substance use disorder (SUD) treatment. METHODS Treatment responders (TRs) and treatment nonresponders (TNRs) were compared on pretreatment and treatment measures. Regression models predicted treatment utilization and substance use. RESULTS TR participants attended more treatment and had lower rates of substance use relative to TNR participants. Regression models for treatment utilization and substance use were significant. Maternal estimated gestational age (EGA) and baseline cocaine use were negatively associated with treatment attendance. Medication-assisted treatment, early treatment response, and baseline SUD treatment were positively associated with treatment attendance. Maternal EGA was negatively associated with counseling attendance; early treatment response was positively associated with counseling attendance. Predictors of any substance use at 1 month were maternal education, EGA, early treatment nonresponse, and baseline cocaine use. The single predictor of any substance use at 2 months was early treatment nonresponse. Predictors of opioid use at 1 month were maternal education, EGA, early treatment nonresponse, and baseline SUD treatment. Predictors of opioid use at 2 months were early treatment nonresponse, and baseline cocaine and marijuana use. Predictors of cocaine use at 1 month were early treatment nonresponse, baseline cocaine use, and baseline SUD treatment. Predictors of cocaine use at 2 months were early treatment nonresponse and baseline cocaine use. CONCLUSIONS Early treatment response predicts more favorable maternal treatment utilization and substance use outcomes. Treatment providers should implement interventions to maximize patient early response to treatment.
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Schmitz JM, Stotts AL, Vujanovic AA, Weaver MF, Yoon JH, Vincent J, Green CE. A sequential multiple assignment randomized trial for cocaine cessation and relapse prevention: Tailoring treatment to the individual. Contemp Clin Trials 2018; 65:109-115. [PMID: 29287664 PMCID: PMC5803345 DOI: 10.1016/j.cct.2017.12.015] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2017] [Revised: 12/23/2017] [Accepted: 12/24/2017] [Indexed: 10/18/2022]
Abstract
Drug addiction is a chronic, devastating, but treatable disorder. A core principle of drug addiction treatment states that no single treatment is appropriate for everyone (NIDA, 2012); treatments need to adjust based on patient characteristics and response in order to be maximally effective. For cocaine use disorders (CUD), specifically, the most potent intervention currently available for initiating abstinence is behavior therapy using contingency management (CM) procedures, with early cessation being a robust predictor of future abstinence. This raises two key questions for treatment development research: First, can we significantly improve initial CM response rates with targeted adjunctive interventions? Second, for individuals who fail to achieve initial abstinence with CM, is pharmacotherapy an effective augmentation strategy? This paper describes how a sequential, multiple assignment, randomized trial (SMART) design has advantages over a fixed-intervention approach when it comes to collecting data needed to answer both questions. The first aim will examine whether Acceptance and Commitment Therapy (ACT) in combination with CM increases initial abstinence response rates (i.e., 2 consecutive weeks of cocaine-negative urine screens). The second aim will examine whether ACT+CM in combination with modafinil promotes abstinence achievement in initial non-responders. Results are expected to inform how we tailor treatment of CUD to maximize outcomes.
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Affiliation(s)
- Joy M Schmitz
- Department of Psychiatry & Behavioral Sciences, McGovern Medical School, University of Texas Health Science Center at Houston, United States.
| | - Angela L Stotts
- Department of Psychiatry & Behavioral Sciences, McGovern Medical School, University of Texas Health Science Center at Houston, United States; Department of Family and Community Medicine, McGovern Medical School, University of Texas Health Science Center at Houston, United States
| | | | - Michael F Weaver
- Department of Psychiatry & Behavioral Sciences, McGovern Medical School, University of Texas Health Science Center at Houston, United States
| | - Jin H Yoon
- Department of Psychiatry & Behavioral Sciences, McGovern Medical School, University of Texas Health Science Center at Houston, United States
| | - Jessica Vincent
- Department of Psychiatry & Behavioral Sciences, McGovern Medical School, University of Texas Health Science Center at Houston, United States
| | - Charles E Green
- Department of Psychiatry & Behavioral Sciences, McGovern Medical School, University of Texas Health Science Center at Houston, United States; UT-Houston Center for Clinical Research & Evidence-Based Medicine, United States
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Cook R, Quinn B, Heinzerling K, Shoptaw S. Dropout in clinical trials of pharmacological treatment for methamphetamine dependence: the role of initial abstinence. Addiction 2017; 112:1077-1085. [PMID: 28107598 PMCID: PMC5984202 DOI: 10.1111/add.13765] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/23/2016] [Revised: 11/09/2016] [Accepted: 01/13/2017] [Indexed: 12/30/2022]
Abstract
BACKGROUND AND AIMS High rates of loss to follow-up represent a significant challenge to clinical trials of pharmacological treatments for methamphetamine (MA) use disorder. We aimed to estimate and test the relationship between achieving and maintaining abstinence in the initial weeks of study participation and subsequent retention in such trials, hypothesizing that participants able to achieve early abstinence would be less likely to drop out. DESIGN Data from four randomized controlled trials (RCTs) of pharmacological treatments for MA use disorder were pooled and analyzed using a random-effects approach. SETTING All trials were conducted in the greater Los Angeles, CA, USA area. PARTICIPANTS A total of 440 participants were included; trials were conducted between 2004 and 2014. MEASUREMENTS Participants' ability to achieve a brief period of initial abstinence was measured as the number of MA-negative urine screens completed in the first 2 weeks of the trials. Outcomes were the likelihood of dropout, i.e. missing two consecutive weeks of scheduled urine drug screens, and the number of days participants were retained in the trials. FINDINGS Study participants achieved an average of three (of six possible) negative urine screens during the first 2 weeks of the trials, 51% dropped out and the average number of days retained was 60 (of 90 maximum). Each additional negative urine screen achieved during the first 2 weeks of the study reduced multiplicatively the odds of dropout by 41% [odds ratio (OR) = 0.59, 95% confidence interval (CI) = 0.53, 0.66]. Abstinence was also a significant predictor of retention time; the hazard ratio for non-completion was 0.75 per additional negative urine screen (95% CI = 0.71, 0.80). CONCLUSIONS Participants in randomized controlled trials of pharmacological treatments for methamphetamine use disorder who are able to achieve a brief period of early abstinence are retained longer in the trials and are less likely to drop out overall.
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Affiliation(s)
- Ryan Cook
- Department of Epidemiology, Los Angeles Fielding School of Public Health, University of California, Los Angeles, CA, USA,Departments of Family Medicine and Psychiatry and Biobehavioral Science, Los Angeles David Geffen School of Medicine, University of California, Los Angeles, CA, USA
| | - Brendan Quinn
- Departments of Family Medicine and Psychiatry and Biobehavioral Science, Los Angeles David Geffen School of Medicine, University of California, Los Angeles, CA, USA,Centre for Population Health, Burnet Institute, Melbourne, VIC, Australia
| | - Keith Heinzerling
- Departments of Family Medicine and Psychiatry and Biobehavioral Science, Los Angeles David Geffen School of Medicine, University of California, Los Angeles, CA, USA
| | - Steve Shoptaw
- Departments of Family Medicine and Psychiatry and Biobehavioral Science, Los Angeles David Geffen School of Medicine, University of California, Los Angeles, CA, USA
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10
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Shoptaw S, Landovitz RJ, Reback CJ. Contingent Vs. Non-Contingent Rewards: Time-Based Intervention Response Patterns Among Stimulant-Using Men Who Have Sex With Men. J Subst Abuse Treat 2017; 72:19-24. [PMID: 27938777 PMCID: PMC5922444 DOI: 10.1016/j.jsat.2016.09.004] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2016] [Revised: 09/08/2016] [Accepted: 09/09/2016] [Indexed: 11/17/2022]
Abstract
Stimulant use rates are higher among men who have sex with men (MSM) than the general population. Contingency management (CM) may be an effective intervention for reducing stimulant use in this population. To specify both the mechanism and temporal effects of contingent reward on behavior change, logistic growth trajectory modeling (LGTM) was used to contrast a non-contingent matched rewards condition (i.e., non-contingent yoked controls; NCYC) to a voucher-based CM intervention (maximum=$430) to reduce stimulant use among MSM. Stimulant-using MSM were randomized to either a CM intervention (n=70) or a NCYC condition (n=70). Results from a LGTM (analytical sample n=119; nCM=61; nNCYC=58) indicated four distinct intervention response patterns: responders (i.e., predicted >90% stimulant metabolite-free urinalyses; 64.7% of sample); worsening intervention response (14.3%); non-responders (12.6%); and, single-positive (8.4%); all estimated trajectory coefficients were significant at p<0.03 (2-tailed). Participants receiving CM were significantly overrepresented in the responder (64%) and single-positive (80%) categories (χ2(3)=29.04; p<0.001); all non-responders and 76.5% of the worsening intervention response category were in the NCYC condition. Results demonstrate the utility of trajectory modeling and further support the contingent application of reward as the operative mechanism associated with patterns of stimulant abstinence with CM applied to a sample of stimulant-using MSM outside the context of formal drug treatment.
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Affiliation(s)
- Steven Shoptaw
- Department of Family Medicine, University of California, 10880 Wilshire Blvd Suite 1800, Los Angeles, CA 90024
| | - Raphael J Landovitz
- Center for Clinical AIDS Research & Education, University of California, 11075 Santa Monica Blvd, Suite 100, Los Angeles, CA 90025
| | - Cathy J Reback
- Friends Research Institute, Inc., 1419 La Brea Ave, Los Angeles, CA 90028; Integrated Substance Abuse Programs, Semel Institute for Neuroscience and Human Behavior, University of California, 11075 Santa Monica Blvd Suite 200, Los Angeles, CA 90025.
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11
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Luo SX, Martinez D, Carpenter KM, Slifstein M, Nunes EV. Multimodal predictive modeling of individual treatment outcome in cocaine dependence with combined neuroimaging and behavioral predictors. Drug Alcohol Depend 2014; 143:29-35. [PMID: 25108585 PMCID: PMC4358761 DOI: 10.1016/j.drugalcdep.2014.04.030] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/22/2014] [Revised: 04/11/2014] [Accepted: 04/21/2014] [Indexed: 02/08/2023]
Abstract
BACKGROUND Developing personalized treatments for cocaine dependence remains a significant clinical challenge. Positron emission tomography (PET) has shown that the [(11)C]raclopride signal in the ventral striatum is associated with treatment success in a positively reinforced contingency management program. The present study investigates whether this signal can be used to predict treatment outcome at an individual level. METHODS Predictive models were developed using PET signals from 5 regions of the striatum and follow-up data in 24 patients, and evaluated using cross-validation. RESULTS The ventral striatal PET signal alone can predict individual treatment response with a substantial degree of accuracy (cross-validated correct rate=82%). Incorporating information from other regions-of-interest (ROIs) in the striatum does not improve predictive performance, except for a small improvement with adding the posterior caudate. The addition of baseline demographic variables, including baseline severity measures, does not improve predictive performance. On the other hand, early treatment response and motivation, reflected by cumulative clinic attendance, performs as well as the PET signal (83%) by week 3 in the 24-week study. The combined model with both PET signals and cumulative clinic attendance demonstrates a significant improvement of performance, peaking at 96% during week 3 of the trial. CONCLUSIONS These results suggest that a multimodal model can predict treatment success in cocaine dependence at an individual level, and pose hypotheses for the underlying neural circuitry mechanisms responsible for individual variations in treatment outcome.
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Affiliation(s)
- Sean X. Luo
- Division of Substance Abuse, Department of Psychiatry, New York State Psychiatric Institute, Columbia University. 1051 Riverside Drive #32, New York, NY 10032
| | - Diana Martinez
- Division of Substance Abuse, Department of Psychiatry, New York State Psychiatric Institute, Columbia University. 1051 Riverside Drive #32, New York, NY 10032
| | - Kenneth M. Carpenter
- Division of Substance Abuse, Department of Psychiatry, New York State Psychiatric Institute, Columbia University. 1051 Riverside Drive #32, New York, NY 10032
| | - Mark Slifstein
- Division of Substance Abuse, Department of Psychiatry, New York State Psychiatric Institute, Columbia University. 1051 Riverside Drive #32, New York, NY 10032
| | - Edward V Nunes
- Division of Substance Abuse, Department of Psychiatry, New York State Psychiatric Institute, Columbia University. 1051 Riverside Drive #32, New York, NY 10032
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Cochran G, Stitzer M, Nunes EV, Hu MC, Campbell A. Clinically relevant characteristics associated with early treatment drug use versus abstinence. Addict Sci Clin Pract 2014; 9:6. [PMID: 24708748 PMCID: PMC4234981 DOI: 10.1186/1940-0640-9-6] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2013] [Accepted: 03/31/2014] [Indexed: 11/20/2022] Open
Abstract
Background This study describes early treatment drug use status and associated clinical characteristics in a diverse sample of patients entering outpatient substance abuse psychosocial counseling treatment. The goal is to more fully characterize those entering treatment with and without active use of their primary drug in order to better understand associated treatment needs and resilience factors. Methods We examined baseline data from a NIDA Clinical Trials Network (CTN) study (Web-delivery of Treatment for Substance Use) with an all-comers sample of patients (N = 494) entering 10 outpatient treatment centers. Patients were categorized according to self-identified primary drug of abuse (alcohol, cocaine/stimulants, opioids, marijuana) and by baseline drug use status (positive/negative) based on urine testing or self-reports of recent use (alcohol). Characteristics were examined by primary drug and early use status. Results Classified as drug-negative were 84%, 76%, 62%, and 33% of primary opioid, stimulant, alcohol, and marijuana users; respectively. Drug-positive versus -negative patients did not differ on demographics or rates of substance abuse/dependence diagnoses. However, those negative for active use had better physical and mental health profiles, were less likely to be using a secondary drug, and were more likely to be attending 12-step self-help meetings. Conclusions Early treatment drug abstinence is common among substance users entering outpatient psychosocial counseling programs, regardless of primary abused drug. Abstinence (by negative UA) is associated with better health and mental health profiles, less secondary drug use, and more days of 12-step attendance. These data highlight differential treatment needs and resiliencies associated with early treatment drug use status. Trial registration NCT01104805.
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Affiliation(s)
- Gerald Cochran
- University of Pittsburgh, School of Social Work, 4200 Forbes Avenue, 2117 CL, 15260 Pittsburgh, PA, USA.
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