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Rudolph KE, Williams NT, Díaz I, Luo SX, Rotrosen J, Nunes EV. Optimally Choosing Medication Type for Patients With Opioid Use Disorder. Am J Epidemiol 2023; 192:748-756. [PMID: 36549900 PMCID: PMC10423632 DOI: 10.1093/aje/kwac217] [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: 03/07/2022] [Revised: 09/16/2022] [Accepted: 12/16/2022] [Indexed: 12/24/2022] Open
Abstract
Patients with opioid use disorder (OUD) tend to get assigned to one of 3 medications based on the treatment program to which the patient presents (e.g., opioid treatment programs tend to treat patients with methadone, while office-based practices tend to prescribe buprenorphine). It is possible that optimally matching patients with treatment type would reduce the risk of return to regular opioid use (RROU). We analyzed data from 3 comparative effectiveness trials from the US National Institute on Drug Abuse Clinical Trials Network (CTN0027, 2006-2010; CTN0030, 2006-2009; and CTN0051 2014-2017), in which patients with OUD (n = 1,459) were assigned to treatment with either injection extended-release naltrexone (XR-NTX), sublingual buprenorphine-naloxone (BUP-NX), or oral methadone. We learned an individualized rule by which to assign medication type such that risk of RROU during 12 weeks of treatment would be minimized, and then estimated the amount by which RROU risk could be reduced if the rule were applied. Applying our estimated treatment rule would reduce risk of RROU compared with treating everyone with methadone (relative risk (RR) = 0.79, 95% confidence interval (CI): 0.60, 0.97) or treating everyone with XR-NTX (RR = 0.71, 95% CI: 0.47, 0.96). Applying the estimated treatment rule would have resulted in a similar risk of RROU to that of with treating everyone with BUP-NX (RR = 0.92, 95% CI: 0.73, 1.11).
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Affiliation(s)
- Kara E Rudolph
- Correspondence to Dr. Kara Rudolph, 722 W. 168th Street, Room 522, New York, NY 10032 (e-mail: )
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Rudolph KE, Russell M, Luo SX, Rotrosen J, Nunes EV. Under-representation of key demographic groups in opioid use disorder trials. DRUG AND ALCOHOL DEPENDENCE REPORTS 2022; 4:100084. [PMID: 36187300 PMCID: PMC9524855 DOI: 10.1016/j.dadr.2022.100084] [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] [Indexed: 11/28/2022]
Abstract
Background The extent to which clinical trials of medications for opioid use disorder (MOUD) are representative or not is unknown. Some patient characteristics modify MOUD effectiveness; if these same characteristics differ in distribution between the trial population and usual-care population, this could contribute to lack of generalizability-a discrepancy between trial and usual-care effectiveness. Our objective was to identify interpretable, multidimensional subgroups who were prescribed MOUD in substance use treatment programs in the US but who were not represented or under-represented by clinical trial participants. Methods This was a secondary descriptive analysis of trial and real-world data. The trial data included twenty-seven US opioid treatment programs in the National Drug Abuse Treatment Clinical Trials Network, N = 2,199 patients. The real-world data included US substance use treatment programs that receive public funding, N = 740,015 patients. We characterized real-world patient populations who were non-represented and under-represented in the trial data in terms of sociodemographic and clinical characteristics that could modify MOUD effectiveness. Results We found that 10.7% of MOUD patients in TEDS-A were not represented in the three clinical trials. As expected, pregnant MOUD patients (n = 19,490) were not represented. Excluding pregnancy, education and marital status from the characteristics, 2.6% of MOUD patients were not represented. Patients aged 65 years and older (n = 11,204), and those 50-64 years who identified as other (non-White, non-Black, and non-Hispanic) race/ethnicity or multi-racial (n = 7,281) were under-represented. Conclusions Quantifying and characterizing non- or under-represented subgroups in trials can provide the data necessary to improve representation in future trials and address research-to-practice gaps.
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Affiliation(s)
- Kara E. Rudolph
- Department of Epidemiology, Columbia University, 722 W 168th St, Room 522, New York, NY 10032, United States,Corresponding author. Tel.: +12123422926
| | - Matthew Russell
- Department of Epidemiology, Columbia University, 722 W 168th St, Room 522, New York, NY 10032, United States
| | - Sean X. Luo
- Department of Psychiatry, School of Medicine, Columbia University, and New York State Psychiatric Institute, New York, New York, United States
| | - John Rotrosen
- Department of Psychiatry, New York University Grossman School of Medicine, New York, New York, United States
| | - Edward V. Nunes
- Department of Psychiatry, School of Medicine, Columbia University, and New York State Psychiatric Institute, New York, New York, United States
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Baldwin LM, Mollis B, Witwer E, Halladay JR, Ludden T, Elder N, Tapp H, Donahue KE, Johnson D, Mottus K, Olson AL, Waddell EN, Dolor RJ. Increasing collaboration on substance use disorder research with primary care practices through the National Drug Abuse Treatment Clinical Trials Network. J Subst Abuse Treat 2020; 112S:34-40. [PMID: 32220408 PMCID: PMC7513836 DOI: 10.1016/j.jsat.2020.02.009] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2019] [Revised: 02/09/2020] [Accepted: 02/10/2020] [Indexed: 01/12/2023]
Abstract
BACKGROUND The National Drug Abuse Treatment Clinical Trials Network (CTN) called for its national nodes to promote the translation of evidence-based interventions from substance use disorder (SUD) research into clinical practices. This collaborative demonstration project engaged CTN-affiliated practice-based research networks (PBRNs) in research that describes aspects of opioid prescribing in primary care. METHODS Six PBRNs queried electronic health records from a convenience sample of 134 practices (84 participants) to identify the percent of adult patients with an office visit who were prescribed an opioid medication from October 1, 2015, to September 30, 2016, and, of those, the percent also prescribed a sedative in that year. Seven PBRNs sent an e-mail survey to a convenience sample of 108 practices (58 participants) about their opioid management policies and procedures during the project year. RESULTS Of 561,017 adult patients with a visit to one of the 84 clinics in the project year, 22.9% (PBRN range 3.1%-25.4%) were prescribed opioid medications, and 52.1% (PBRN range 8.5%-60.6%) of those were prescribed a sedative in the same year. Of the 58 practices returning a survey (45.3% response rate), 98.1% had formal written treatment agreements for chronic opioid therapy, 68.5% had written opioid prescribing policies, and 43.4% provided reports to providers with feedback on opioid management. Only 24.1% were providing buprenorphine for OUD. CONCLUSION CTN-affiliated PBRNs demonstrated their ability to collaborate on a project related to opioid management; results highlight the important role for PBRNs in OUD treatment, research, and the need for interventions and additional policies addressing opioid prescribing in primary care practice.
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Affiliation(s)
- Laura-Mae Baldwin
- Department of Family Medicine, University of Washington, United States of America.
| | - Brenda Mollis
- Department of Family Medicine, University of Washington, United States of America
| | | | - Jacqueline R Halladay
- Department of Family Medicine, University of North Carolina at Chapel Hill, United States of America; Cecil G. Sheps Center for Health Services Research, University of North Carolina at Chapel Hill, United States of America
| | - Tom Ludden
- Department of Family Medicine, Atrium Health, United States of America
| | - Nancy Elder
- Oregon Rural Practice-based Research Network, Oregon Health & Science University, United States of America
| | - Hazel Tapp
- Department of Family Medicine, Atrium Health, United States of America
| | - Katrina E Donahue
- Department of Family Medicine, University of North Carolina at Chapel Hill, United States of America; Cecil G. Sheps Center for Health Services Research, University of North Carolina at Chapel Hill, United States of America
| | - Deborah Johnson
- Dartmouth Geisel School of Medicine, United States of America
| | - Kathleen Mottus
- Cecil G. Sheps Center for Health Services Research, University of North Carolina at Chapel Hill, United States of America
| | - Ardis L Olson
- Department of Pediatrics and Community and Family Medicine, Dartmouth Geisel School of Medicine, United States of America
| | | | - Rowena J Dolor
- Division of General Internal Medicine, Duke University Medical Center, United States of America
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Greer TL, Walker R, Rethorst CD, Northrup TF, Warden D, Horigian VE, Silverstein M, Shores-Wilson K, Stotts AL, Trivedi MH. Identifying and responding to trial implementation challenges during multisite clinical trials. J Subst Abuse Treat 2020; 112S:63-72. [PMID: 32220413 PMCID: PMC9746284 DOI: 10.1016/j.jsat.2020.02.004] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2019] [Revised: 01/31/2020] [Accepted: 02/08/2020] [Indexed: 12/16/2022]
Abstract
INTRODUCTION The National Drug Abuse Treatment Clinical Trials Network (CTN) was initiated by the National Institute on Drug Abuse (NIDA) in 2000 with the aim of improving substance use treatment and reducing the time between the discovery of effective treatments and their implementation into clinical practice. While initial trials were conducted almost exclusively in specialty addiction treatment settings, the CTN began evolving strategically in 2010 to conduct research in general medical settings, including healthcare systems, primary care settings, emergency departments, and pharmacies, to broaden impact. The advantages of a research network like the CTN is not only the collective content expertise that investigators contribute to the network, but the collective experience gained by conducting studies in the network and then applying those lessons to future studies. OBJECTIVE To summarize trial implementation challenges encountered, and the process by which solutions were identified and implemented, within one of the last early-phase CTN Stage II behavioral intervention studies conducted in a specialty addiction treatment setting. METHOD AND RESULTS We describe the implementation of the CTN-0037 STimulant Reduction Intervention using Dosed Exercise (STRIDE) trial. Issues encountered during study implementation are categorized into four major areas, described in terms useful to future study teams: 1) study team infrastructure challenges, 2) participant- and site- level challenges, 3) intervention-related challenges, and 4) longitudinal study design challenges. Potential consequences of identified problems and the solutions developed to manage these problems are discussed within the context of these four areas. We propose how to extend these implementation lessons and apply them in other healthcare settings to expand the CTN. CONCLUSIONS Effective study management allows for flexible, collaborative solutions to expected and unexpected obstacles to study success. Implementation strategies derived from the first 15 to 20 years of CTN studies are a result of working with providers and participants, and the ongoing collaboration among CTN investigators and network staff. Timely identification and response to problems during study implementation are critical to the success of a trial, regardless of its design. We believe a collaborative approach to identifying and responding to study implementation challenges will increase the likelihood of successful adoption of relevant, efficacious interventions. As the CTN continues to expand, the wealth of successful trial implementation strategies developed during the first 20 years of the CTN need to be applied and adapted to studies in broader network settings, and considered in conjunction with more formalized implementation science processes that are currently available.
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Affiliation(s)
- Tracy L. Greer
- Center for Depression Research and Clinical Care, Peter O’Donnell Jr. Brain Institute, The University of Texas Southwestern Medical Center, Dallas, Texas, 75390-9119, USA
| | - Robrina Walker
- Center for Depression Research and Clinical Care, Peter O’Donnell Jr. Brain Institute, The University of Texas Southwestern Medical Center, Dallas, Texas, 75390-9119, USA
| | - Chad D. Rethorst
- Center for Depression Research and Clinical Care, Peter O’Donnell Jr. Brain Institute, The University of Texas Southwestern Medical Center, Dallas, Texas, 75390-9119, USA
| | - Thomas F. Northrup
- Department of Family and Community Medicine, University of Texas Medical School at Houston, Houston, Texas, 77030, USA
| | - Diane Warden
- Center for Depression Research and Clinical Care, Peter O’Donnell Jr. Brain Institute, The University of Texas Southwestern Medical Center, Dallas, Texas, 75390-9119, USA
| | - Viviana E. Horigian
- Department of Epidemiology and Public Health, Miller School of Medicine, University of Miami, Miami, Florida, 33136, USA
| | | | - Kathy Shores-Wilson
- Center for Depression Research and Clinical Care, Peter O’Donnell Jr. Brain Institute, The University of Texas Southwestern Medical Center, Dallas, Texas, 75390-9119, USA
| | - Angela L. Stotts
- Department of Family and Community Medicine, University of Texas Medical School at Houston, Houston, Texas, 77030, USA
| | - Madhukar H. Trivedi
- Center for Depression Research and Clinical Care, Peter O’Donnell Jr. Brain Institute, The University of Texas Southwestern Medical Center, Dallas, Texas, 75390-9119, USA
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Miller WR. Sacred Cows and Greener Pastures: Reflections from 40 Years in Addiction Research. ALCOHOLISM TREATMENT QUARTERLY 2016. [DOI: 10.1080/07347324.2015.1077637] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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Miller WR, Moyers TB. The forest and the trees: relational and specific factors in addiction treatment. Addiction 2015; 110:401-13. [PMID: 25066309 DOI: 10.1111/add.12693] [Citation(s) in RCA: 92] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/01/2014] [Revised: 06/09/2014] [Accepted: 07/16/2014] [Indexed: 11/29/2022]
Abstract
AIMS Increased expectations for the use of evidence-based methods in addiction treatment have fueled a debate regarding the relative importance of 'specific' versus 'common' factors in treatment outcome. This review explores the influence of these factors on addiction treatment outcome. METHODS The authors review and link findings from four decades of research on specific and general factors in addiction treatment outcome research. FINDINGS Although few would argue that what one does in addiction treatment is immaterial, outcome studies tend to find small to no difference when specific treatment methods are compared with each other or with treatment as usual. In contrast, there are usually substantial differences among therapists in client outcomes, and relational factors such as therapist empathy and therapeutic alliance can be significant determinants of addiction treatment outcome. CONCLUSIONS In addiction treatment, relational factors such as empathy, which are often described as common, non-specific factors, should not be dismissed as 'common' because they vary substantially across providers and it is unclear how common they actually are. Similarly they should not be relegated to 'non-specific' status, because such important relational influences can be specified and incorporated into clinical research and training.
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Affiliation(s)
- William R Miller
- Department of Psychology and Center on Alcoholism, Substance Abuse and Addictions (CASAA), The University of New Mexico, Albuquerque, New Mexico, USA
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Szapocznik J, Muir JA, Duff JH, Schwartz SJ, Brown CH. Brief Strategic Family Therapy: implementing evidence-based models in community settings. Psychother Res 2013; 25:121-33. [PMID: 24274187 DOI: 10.1080/10503307.2013.856044] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/26/2022] Open
Abstract
OBJECTIVE To review a 40-year collaborative partnership between clinical researchers and clinicians, in developing, investigating and implementing Brief Strategic Family Therapy (BSFT). METHOD First, to review theory, practice and studies related to this evidenced-based therapy intervention targeting adolescent drug abuse and delinquency. Second, to present the BSFT Implementation Model created for the BSFT intervention-a model that parallels many of the recommendations from the implementation science literature. RESULTS Specific challenges encountered during the BSFT implementation process are reviewed, along with ways of conceptualizing and addressing these challenges from a systemic perspective. CONCLUSION The BSFT implementation uses the same systemic principles and intervention techniques as those that underlie the BSFT clinical model. Building on our on-the-ground experiences, recommendations are proposed for advancing the field of implementation science.
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Affiliation(s)
- José Szapocznik
- a Public Health Sciences , University of Miami , Miami , FL , USA
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The relationship between Clinical Trial Network protocol involvement and quality of substance use disorder treatment. J Subst Abuse Treat 2013; 46:232-7. [PMID: 24080073 DOI: 10.1016/j.jsat.2013.08.021] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2013] [Revised: 07/31/2013] [Accepted: 08/05/2013] [Indexed: 11/21/2022]
Abstract
The National Institute on Drug Abuse's Clinical Trials Network (CTN) is a practice-based research network that partners academic researchers with community based substance use disorder (SUD) treatment programs designed primarily to conduct effectiveness trials of promising interventions. A secondary goal of the CTN is to widely disseminate results of these trials and thus improve the quality of SUD treatment in the US. Drawing on data from 156 CTN programs, this study examines the association between involvement in CTN protocols and overall treatment quality measured by a comprehensive index of 35 treatment services. Negative binomial regression models show that treatment programs participating in a greater number of CTN protocols had significantly higher levels of treatment quality, an association that held after controlling for key organizational characteristics. These findings contribute to the growing body of research on the role of practice-based research networks in promoting health care quality.
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Wu LT, Swartz MS, Pan JJ, Burchett B, Mannelli P, Yang C, Blazer DG. Evaluating brief screeners to discriminate between drug use disorders in a sample of treatment-seeking adults. Gen Hosp Psychiatry 2013; 35:74-82. [PMID: 22819723 PMCID: PMC3504628 DOI: 10.1016/j.genhosppsych.2012.06.014] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/17/2012] [Revised: 06/19/2012] [Accepted: 06/19/2012] [Indexed: 11/17/2022]
Abstract
OBJECTIVE The objective was to identify a potential core set of brief screeners for the detection of individuals with a substance use disorder (SUD) in medical settings. METHOD Data were from two multisite studies that evaluated stimulant use outcomes of an abstinence-based contingency management intervention as an addition to usual care (National Drug Abuse Treatment Clinical Trials Network trials 006-007). The sample comprised 847 substance-using adults who were recruited from 12 outpatient substance abuse treatment settings across the United States. Alcohol and drug use disorders were assessed by the Diagnostic and Statistical Manual of Mental Disorders, Fourth Edition, Checklist. Data were analyzed by factor analysis, item response theory (IRT), sensitivity and specificity procedures. RESULTS Comparatively prevalent symptoms of dependence, especially inability to cut down for all substances, showed high sensitivity for detecting an SUD (low rate of false negative). IRT-defined severe (infrequent) and low discriminative items, especially withdrawal for alcohol, cannabis and cocaine, had low sensitivity in identifying cases of an SUD. IRT-defined less severe (frequent) and high discriminative items, including inability to cut down or taking larger amounts than intended for all substances and withdrawal for amphetamines and opioids, showed good-to-high values of area under the receiver operating characteristic curve in classifying cases and noncases of an SUD. CONCLUSION Findings suggest the feasibility of identifying psychometrically reliable substance dependence symptoms to develop a two-item screen for alcohol and drug disorders.
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Affiliation(s)
- Li-Tzy Wu
- Department of Psychiatry and Behavioral Sciences, School of Medicine, Duke University Medical Center, Durham, NC 27710, USA.
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Wu LT, Blazer DG, Woody GE, Burchett B, Yang C, Pan JJ, Ling W. Alcohol and drug dependence symptom items as brief screeners for substance use disorders: results from the Clinical Trials Network. J Psychiatr Res 2012; 46:360-9. [PMID: 22204775 PMCID: PMC3289153 DOI: 10.1016/j.jpsychires.2011.12.002] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/01/2011] [Revised: 12/02/2011] [Accepted: 12/02/2011] [Indexed: 11/25/2022]
Abstract
AIM To address an urgent need for screening of substance use problems in medical settings, we examined substance-specific dependence criteria as potential brief screeners for the detection of patients with a substance use disorder (SUD). METHODS The sample included 920 opioid-dependent adults who were recruited from outpatient treatment settings at 11 programs in 10 U.S. cities and who completed intake assessments of SUDs for a multisite study of the National Drug Abuse Treatment Clinical Trials Network (CTN003). Data were analyzed by factor analysis, item response theory (IRT), sensitivity, and specificity procedures. RESULTS Across all substances (alcohol, amphetamines, cannabis, cocaine, sedatives), withdrawal was among the least prevalent symptoms, while taking large amounts and inability to cut down were among the most prevalent symptoms. Items closely related to the latent trait of a SUD showed good-to-high values of area under the receiver operating characteristic curve in identifying cases of a SUD; IRT-defined severe and less discriminative items exhibited low sensitivity in identifying cases of a SUD (withdrawal for all substances; time using for alcohol and sedatives; giving up activities for sedatives). CONCLUSIONS Study results suggest that withdrawal and time using are much less reliable indicators for a SUD than taking larger amounts than intended and inability to cut down and that the latter two items should be studied further for consideration in developing a simplified tool for screening patients for SUDs in medical settings. These findings have implications for the use of common health indicators in electronic health records systems to improve patient care.
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Affiliation(s)
- Li-Tzy Wu
- Department of Psychiatry and Behavioral Sciences, School of Medicine, Duke University Medical Center, Box 3419, Durham, NC 27710, USA.
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Pilowsky DJ, Wu LT, Burchett B, Blazer DG, Woody GE, Ling W. Co-occurring amphetamine use and associated medical and psychiatric comorbidity among opioid-dependent adults: results from the Clinical Trials Network. Subst Abuse Rehabil 2011; 2:133-144. [PMID: 21886430 PMCID: PMC3163455 DOI: 10.2147/sar.s20895] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
Background In response to the rising rate of treatment admissions related to illicit use of amphetamines (eg, methamphetamine), we examined the prevalence of amphetamine use among treatment-seeking, opioid-dependent adults, explored whether amphetamine users were as likely as nonamphetamine users to enroll in opioid-dependence treatment trials, and determined whether amphetamine users manifested greater levels of medical and psychiatric comorbidity than nonusers. Methods The sample included 1257 opioid-dependent adults screened for participation in three-multisite studies of the National Drug Abuse Treatment Clinical Trials Network (CTN001-003), which studied the effectiveness of buprenorphine for opioid detoxification under varying treatment conditions. Patients were recruited from 23 addiction treatment programs across the US. Medical and psychiatric comorbidity were examined by past-month amphetamine use (current vs former) and route of administration. Five mutually exclusive groups were examined, ie, nonusers, current amphetamine injectors, current amphetamine noninjectors, former amphetamine injectors, and former amphetamine noninjectors. Results Of the sample (n = 1257), 22.3% had a history of regular amphetamine use. Of the 280 amphetamine users, 30.3% reported injection as their primary route. Amphetamine users were more likely than nonusers to be white and use more substances. Amphetamine users were as likely as nonusers to enroll in treatment trials. Bivariate analyses indicated elevated rates of psychiatric problems (depression, anxiety, hallucinations, cognitive impairment, violence, suicidal thoughts/attempts) and medical illnesses (dermatological, hepatic, cardiovascular, respiratory, neurological, seizure, allergy conditions) among amphetamine users. After adjusting for demographic variables and lifetime use of other substances: current amphetamine users and former injectors showed an increased likelihood of having medical illnesses and hospitalizations; current injectors had elevated odds of suicidal thoughts or attempts; current noninjectors exhibited elevated odds of anxiety, cognitive impairment, and violent behaviors; and former noninjectors had increased odds of depression. Conclusion Treatment-seeking, amphetamine-using, opioid-dependent adults manifest greater levels of medical and psychiatric morbidity than treatment-seeking, opioid-dependent adults who have not used amphetamines, indicating a greater need for intensive clinical management.
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Affiliation(s)
- Daniel J Pilowsky
- Departments of Epidemiology and Psychiatry, Columbia University, and the New York State Psychiatric Institute, New York City, NY
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Pilowsky DJ, Wu LT, Burchett B, Blazer DG, Ling W. Depressive symptoms, substance use, and HIV-related high-risk behaviors among opioid-dependent individuals: results from the Clinical Trials Network. Subst Use Misuse 2011; 46:1716-25. [PMID: 21973307 PMCID: PMC3394674 DOI: 10.3109/10826084.2011.611960] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
The sample included 343 opioid-dependent adults enrolled in two national multisite studies of the National Drug Abuse Treatment Clinical Trials Network (CTN001-002). Opioid-dependent individuals were recruited from 12 sites across the United States from January 2001 to July 2002. We examined associations between depressive symptoms, co-occurring substance use (i.e., the use of substances other than opioids), and HIV-related sexual and injection risk behaviors. Data were collected using the Addiction Severity Index and the HIV Risk Behavior Scale, and analyzed using linear regression. Depressive symptoms were associated with an increased level of injection risk behaviors but were not associated with risky sexual behaviors. The co-occurring use of amphetamines also increased the likelihood of risky sexual behaviors. The study limitations and clinical implications are noted. The study was funded by the U.S. National Institute on Drug Abuse.
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Affiliation(s)
- Daniel J Pilowsky
- Department of Epidemiology and Psychiatry, Columbia University, New York City, New York 10032, USA.
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