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Janssen E, Vuolo M. Correlates of Stimulant Use among People Who Use Heroin Undergoing Treatment in Out-Patient Facilities in France, 2010-2020. Subst Use Misuse 2024; 59:353-361. [PMID: 37859423 DOI: 10.1080/10826084.2023.2270682] [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: 10/21/2023]
Abstract
Background: Polydrug use has been implicated in driving a "fourth wave" of the overdose crisis in North America, specifically through concurrent use of stimulants and opioids, especially fentanyl. In France, however, heroin has historically been and remains the easiest-to-access opioid, accounting for most drug treatment demand. Whether similar polydrug use is increasing in Western Europe remains understudied, despite severe health implications and potential inadequate public health responses.Methods: We take advantage of a nation-wide dataset containing information on all patients serviced in treatment centers in France from 2010 to 2020. We conduct Poisson regression to determine the main predictors of stimulant use among people who use heroin (PWUH) and opioids (PWUO) generally.Results: Heroin remains the primary opioid within drug treatment in France. A decreasing number of out-patients seeking treatment for heroin use has been accompanied by an increasing trend of stimulant use over time, most commonly with powder cocaine. Our results suggest a significant increase of crack cocaine use among the most vulnerable PWUH. Concurrent use of stimulants among PWUH was positively associated with use of alcohol, cannabis, unprescribed psychotropics and hallucinogens, and negatively with tobacco. Similar results were found for all in-treatment PWUO.Conclusions: Our results uncover heterogeneity in the profiles of PWUH that should be fully acknowledged to ensure better efficiency in substance use clinical practices and policy, while simultaneously drawing attention to trends in concurrent opioid-stimulant use outside North America. We advocate for an extension of the generalized risk framework and its implementation in prevention programs.
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Affiliation(s)
- Eric Janssen
- French Monitoring Centre on Drugs and Drug Addiction (Observatoire Français des Drogues et des Tendances Addictives - OFDT), Paris, France
| | - Michael Vuolo
- Department of Sociology, Ohio State University, Columbus, OH, USA
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Karamouzian M, Cui Z, Hayashi K, DeBeck K, Milloy MJ, Buxton JA, Kerr T. Longitudinal latent polysubstance use patterns among a cohort of people who use opioids in Vancouver, Canada. Drug Alcohol Rev 2023; 42:1493-1503. [PMID: 37282794 PMCID: PMC10705814 DOI: 10.1111/dar.13690] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2022] [Revised: 05/05/2023] [Accepted: 05/09/2023] [Indexed: 06/08/2023]
Abstract
INTRODUCTION Polysubstance use (PSU) practices are increasing among people who use opioids (PWUO). However, several aspects of longitudinal PSU patterns among PWUO remain understudied. This study aims to identify person-centred longitudinal patterns of PSU among a cohort of PWUO. METHODS Using longitudinal data (2005-2018) from three prospective cohort studies including people who use drugs in Vancouver, Canada, we used repeated measures latent class analysis to identify different PSU classes among PWUO. Multivariable generalised estimating equations models weighted by the respective posterior membership probabilities were applied to identify covariates of membership in different PSU classes over time. RESULTS Overall, 2627 PWUO (median age at baseline: 36 [quartile 1-3: 25-45]) were included between 2005 and 2018. We found five distinct PSU patterns, including low/infrequent probability of regular substance use (Class 1; 30%), primarily opioid and methamphetamine use (Class 2; 22%), primarily cannabis use (Class 3; 15%), primarily opioid and crack use (Class 4; 29%) and frequent PSU (Class 5; 4%). Membership in Class 2, 4 and 5 was positively associated with several behavioural and socio-structural adversities. DISCUSSION AND CONCLUSIONS Findings of this longitudinal study suggest PSU is the norm among PWUO and highlights the heterogeneous characteristics of PWUO. The diversities within the population of PWUO need to be recognised in addiction care and treatment as well as optimising resource allocation in the response to the overdose crisis.
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Affiliation(s)
- Mohammad Karamouzian
- British Columbia Centre on Substance Use, Vancouver, Canada
- Centre on Drug Policy Evaluation, St. Michael’s Hospital, Toronto, Canada
- Dalla Lana School of Public Health, University of Toronto, Toronto, Canada
| | - Zishan Cui
- British Columbia Centre on Substance Use, Vancouver, Canada
- Centre on Drug Policy Evaluation, St. Michael’s Hospital, Toronto, Canada
| | - Kanna Hayashi
- British Columbia Centre on Substance Use, Vancouver, Canada
| | - Kora DeBeck
- British Columbia Centre on Substance Use, Vancouver, Canada
| | - M-J Milloy
- Centre on Drug Policy Evaluation, St. Michael’s Hospital, Toronto, Canada
- Department of Medicine, University of British Columbia, Vancouver, Canada
| | - Jane A. Buxton
- Centre on Drug Policy Evaluation, St. Michael’s Hospital, Toronto, Canada
| | - Thomas Kerr
- British Columbia Centre on Substance Use, Vancouver, Canada
- Department of Medicine, University of British Columbia, Vancouver, Canada
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Fogo RC, Martins-da-Silva AS, Blaas IK, Galvão LP, Hasegawa EH, Castaldelli FI, Gimenes GK, de Azevedo-Marques Périco C, Paiva H, Castaldelli-Maia JM. Exploring correlates of involuntary treatment in substance use disorders: a global systematic review and meta-analysis. Int Rev Psychiatry 2023; 35:418-433. [PMID: 38299646 DOI: 10.1080/09540261.2023.2228921] [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: 05/22/2023] [Accepted: 06/14/2023] [Indexed: 02/02/2024]
Abstract
Given the legislative heterogeneity about involuntary treatment and psychoactive substance users, we opted to perform a systematic review and meta-analysis of the correlates of involuntary substance use disorders (SUD) treatment across different countries. We conducted research on the Pubmed database, searching for involuntary SUD treatment data worldwide. The systematic review analysed a total of 36 articles and included a sample of 47,739 patients. Our review highlights the elevated risk of involuntary treatment among male, unmarried individuals with alcohol and/or opioid use disorders. Targeted preventive and therapeutic interventions should focus on addressing the underlying factors contributing to involuntary treatment, such as psychosis, aggressiveness, suicidal ideation, legal problems, and severe social exposure. By targeting these factors and providing comprehensive care, we can strive to improve outcomes and reduce the burden of substance use disorders in this vulnerable population. It is essential to critically examine and understand the factors contributing to the selection of patients for compulsory treatment. By doing so, we can identify potential gaps or inconsistencies in the current processes and work towards ensuring that decisions regarding compulsory treatment are based on sound clinical and ethical principles.
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Affiliation(s)
- Rodrigo Casa Fogo
- Health Secretariat of São Bernardo do Campo, São Bernardo do Campo, SP, Brazil
| | | | - Israel Kanaan Blaas
- Department of Neuroscience, Medical School, FMABC University Center, Santo André, SP, Brazil
- Perdizes Institute, Clinical Hospital, Medical School, University of São Paulo, SP, Brazil
| | | | | | | | - Gislaine Koch Gimenes
- Perdizes Institute, Clinical Hospital, Medical School, University of São Paulo, SP, Brazil
| | - Cintia de Azevedo-Marques Périco
- Health Secretariat of São Bernardo do Campo, São Bernardo do Campo, SP, Brazil
- Department of Neuroscience, Medical School, FMABC University Center, Santo André, SP, Brazil
| | - Henrique Paiva
- Health Secretariat of São Bernardo do Campo, São Bernardo do Campo, SP, Brazil
| | - João Maurício Castaldelli-Maia
- Department of Psychiatry, Medical School, University of São Paulo, São Paulo, SP, Brazil
- Department of Neuroscience, Medical School, FMABC University Center, Santo André, SP, Brazil
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Carter T, Heaton K, Merlo LJ, Roche BT, Puga F. Relapse Prevention and Prediction Strategies in Substance Use Disorder: A Scoping Review. J Addict Nurs 2023; 34:146-157. [PMID: 37276204 DOI: 10.1097/jan.0000000000000527] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
BACKGROUND Relapse prevention for those with substance use disorder (SUD) is an evolving practice. Initiatives focused on relapse prevention from other populations may provide the foundation for future considerations and recommendations for recovering anesthesia providers in the workplace. The purpose of this scoping review was to examine what is known about return-to-use prediction and prevention strategies in various populations struggling with SUDs to inform future considerations and implications for recovering anesthesia providers with a history of SUD. METHODS The Arksey and O'Malley framework was used to conduct a scoping review of the literature. A systematic search was conducted across three databases (PubMed, CINAHL, and PsycInfo) for relevant literature. Search terms used were "measures predicting relapse in substance use disorder" and "relapse prevention in substance use disorder AND anesthesia." Data from articles that met the eligibility criteria were extracted and summarized by the primary author. RESULTS The search identified 46 articles highlighting various relapse prediction and prevention strategies related to craving and stress, underlying biological factors, neuroimaging, and mindfulness. Relapse prediction and prevention strategies ranged from cell phone applications, monitoring biological markers, and functional neuroimaging of the brain. CONCLUSIONS Relapse is a concern for individuals with a history of SUD. For anesthesia providers, immediate access to powerful anesthesia medications requires return-to-use prediction and prevention strategies when anesthesia providers return to work after SUD treatment. Although some identified strategies are practical, more research is needed to predict and prevent return to use for recovering anesthesia providers.
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Ku YC, Chung HP, Hsu CY, Cheng YH, Hsu FIC, Tsai YC, Chao E, Lee TSH. Recidivism of Individuals Who Completed Schedule I Drugs Deferred Prosecution Treatment: A Population-Based Follow-Up Study from 2008 to 2020 in Taiwan. Int J Ment Health Addict 2023. [DOI: 10.1007/s11469-023-01034-w] [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: 03/17/2023] Open
Abstract
AbstractDeferred Prosecution with Condition to Complete the Addiction Treatment (DPCCAT) is a judicial diversion program in Taiwan that shifts people who use drugs away from the label drug offender and toward the label patient. However, little is known about the effectiveness of completing a DPCCAT program on people who use drugs. Using a nationwide population-based retrospective panel data from 2008 to 2020, recidivism is defined as a person was caught urine positive and charged by a prosecutor after their completion of DPCCAT. After controlled gender, age, and region, comparisons of recidivism rates and time to relapse between Schedule I drug use only, Schedule I & II drug use, and heterogeneous group were examined. Of 24,248 participants with DPCCAT, 11,141 (46%) completed the one-year treatment program. Of completers, the five-year recidivism rates are significantly lower for the Schedule I drug use only (26%) than Schedule I & II drugs use (52%) and heterogeneous group (47%). Results from Cox regression indicated that the duration of recidivate to drug use is significantly longer for the Schedule I drug only than the other two groups after controlling for demographics. The main findings support that completion of a DPCCAT program only reduces the risk of recidivism for people who use Schedule I drug only and is less effective for polydrug users and heterogeneous group. We suggest that characteristics of people who use drugs and other criminal offenses should be taken into consideration for triage when DPCCAT is offered.
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Wojciechowski T. Antisocial personality disorder as a predictor of polydrug use: a longitudinal study of the dual mediating roles of deviant peer association and self-control among juvenile offenders. J Ment Health 2023; 32:103-109. [PMID: 33961751 DOI: 10.1080/09638237.2021.1922631] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
BACKGROUND Antisocial personality disorder (APD) has been linked to increased risk for polydrug use (PU). However, there is a dearth of research focusing on the mechanisms underlying this risk. AIMS To examine the relationship between APD and PU; to test for the mediating effects of deviant peer association (DVA) and self-control in this relationship; to determine if the magnitudes of observed mediation effects are equivalent. METHODS The Pathways to Desistance data were analyzed. Generalized structural equation modeling tested for direct and mediating relationships. Mediation effect equivalence was tested using a Clogg Z test. RESULTS Antisocial personality disorder was associated with increased drug use heterogeneity (coefficient = 0.479; CI = 0.107-0.851). This was significantly mediated by self-control and DVA. The magnitude of the mediation was significantly stronger for the self-control path (self-control coefficient = 0.233; CI = 0.044-0.422; DVA coefficient = 0.134; CI = 0.028-0.241). CONCLUSION While both self-control and DVA were found to be important for explaining PU in APD, it may be beneficial to focus on self-control to address this problem.
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Individual factors predict substance use treatment course patterns among patients in community-based substance use disorder treatment. PLoS One 2023; 18:e0280407. [PMID: 36634070 PMCID: PMC9836276 DOI: 10.1371/journal.pone.0280407] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2022] [Accepted: 12/28/2022] [Indexed: 01/13/2023] Open
Abstract
BACKGROUND AND OBJECTIVES Substance use disorders (SUDs) usually involve a complex natural trajectory of recovery alternating with symptom reoccurrence. This study examined treatment course patterns over time in a community SUD clinic. We examined depressive symptoms level, primary SUD assigned at each admission, and lifetime misuse of multiple substances as potential risk factors for premature treatment termination and subsequent treatment readmission. METHODS De-identified longitudinal data were extracted from charts of 542 patients from an SUD treatment center. Survival analysis methods were applied to predict two time-to-event outcomes: premature treatment termination and treatment readmission. RESULTS Primary opioid (vs alcohol) use disorder diagnosis at admission was associated with higher hazard of premature termination (HR = 1.91, p<0.001). The interaction between depressive symptoms level and substance use status (multiple vs single use) on treatment readmission was significant (p = 0.024), such that higher depressive symptoms level was predictive of readmission only among those with a history of single substance use (marginally significant effect). Lifetime use of multiple (vs single) substances (HR = 1.55, p = 0.002) and age (HR = 1.01, p = 0.019) predicted increased hazard of readmission. CONCLUSIONS Findings did not support a universal role for depressive symptoms level in treatment course patterns. Primary SUD diagnosis, age, and history of substance misuse can be easily assessed and incorporated into treatment planning to support SUD patients and families. This study is the first to our knowledge that afforded a stringent test of these relationships and their interactions in a time-dependent, recurrent event, competing risks survival analysis examining both termination and readmission patterns utilizing a real-world clinic-based sample.
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Chen J, Li Y, Wang S, Li W, Liu Y, Jin L, Li Z, Zhu J, Wang F, Liu W, Xue J, Shi H, Wang W, Jin C, Li Q. Methadone maintenance treatment alters couplings of default mode and salience networks in individuals with heroin use disorder: A longitudinal self-controlled resting-state fMRI study. Front Psychiatry 2023; 14:1132407. [PMID: 37139328 PMCID: PMC10149709 DOI: 10.3389/fpsyt.2023.1132407] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/27/2022] [Accepted: 03/28/2023] [Indexed: 05/05/2023] Open
Abstract
Background Methadone maintenance treatment (MMT) is a common treatment for heroin use disorder (HUD). Although individuals with HUD have been reported to show impaired coupling among the salience network (SN), executive control network (ECN), and default mode network (DMN), the effects of MMT on the coupling among three large-scale networks in individuals with HUD remains unclear. Methods Thirty-seven individuals with HUD undergoing MMT and 57 healthy controls were recruited. The longitudinal one-year follow-up study aimed to evaluate the effects of methadone on anxiety, depression, withdrawal symptoms and craving and number of relapse, and brain function (SN, DMN and bilateral ECN) in relation to heroin dependence. The changes in psychological characteristics and the coupling among large-scale networks after 1 year of MMT were analyzed. The associations between the changes in coupling among large-scale networks and psychological characteristics and the methadone dose were also examined. Results After 1 year of MMT, individuals with HUD showed a reduction in the withdrawal symptom score. The number of relapses was negatively correlated with the methadone dose over 1 year. The functional connectivity between the medial prefrontal cortex (mPFC) and the left middle temporal gyrus (MTG; both key nodes of the DMN) was increased, and the connectivities between the mPFC and the anterior insular and middle frontal gyrus (key nodes of the SN) were also increased. The mPFC-left MTG connectivity was negatively correlated with the withdrawal symptom score. Conclusion Long-term MMT enhanced the connectivity within the DMN which might be related to reduced withdrawal symptoms, and that between the DMN and SN which might be related to increase in salience values of heroin cues in individuals with HUD. Long-term MMT may be a double-edged sword in treatment for HUD.
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Affiliation(s)
- Jiajie Chen
- Department of Radiology, The First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi, China
- Department of Radiology, Tangdu Hospital, Fourth Military Medical University, Xi'an, Shaanxi, China
| | - Yongbin Li
- Department of Radiology, Xi'an No. 1 Hospital, Xi'an, Shaanxi, China
| | - Shu Wang
- Biomedical Engineering, School of Life Science and Technology, Xi'an Jiao Tong University, Xi'an, Shaanxi, China
| | - Wei Li
- Department of Radiology, Tangdu Hospital, Fourth Military Medical University, Xi'an, Shaanxi, China
| | - Yan Liu
- Department of Radiology, Tangdu Hospital, Fourth Military Medical University, Xi'an, Shaanxi, China
| | - Long Jin
- Department of Radiology, Tangdu Hospital, Fourth Military Medical University, Xi'an, Shaanxi, China
| | - Zhe Li
- Department of Radiology, Tangdu Hospital, Fourth Military Medical University, Xi'an, Shaanxi, China
| | - Jia Zhu
- Department of Radiology, Tangdu Hospital, Fourth Military Medical University, Xi'an, Shaanxi, China
| | - Fan Wang
- Department of Radiology, Tangdu Hospital, Fourth Military Medical University, Xi'an, Shaanxi, China
| | - Wei Liu
- Department of Radiology, Xi'an No. 1 Hospital, Xi'an, Shaanxi, China
| | - Jiuhua Xue
- Department of Radiology, Xi'an No. 1 Hospital, Xi'an, Shaanxi, China
| | - Hong Shi
- Department of Radiology, Xi'an No. 1 Hospital, Xi'an, Shaanxi, China
| | - Wei Wang
- Department of Radiology, Tangdu Hospital, Fourth Military Medical University, Xi'an, Shaanxi, China
- Wei Wang,
| | - Chenwang Jin
- Department of Radiology, The First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi, China
- Chenwang Jin,
| | - Qiang Li
- Department of Radiology, Tangdu Hospital, Fourth Military Medical University, Xi'an, Shaanxi, China
- *Correspondence: Qiang Li,
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Zhang M, Li J, Fan J, Feng D, Li Q, Tang S, Li J. Cross-border Activities Associated With Pattern of Amphetamine-type Stimulants Usage Among Drug Users in Southwest of China. INQUIRY : A JOURNAL OF MEDICAL CARE ORGANIZATION, PROVISION AND FINANCING 2023; 60:469580231206608. [PMID: 37902428 PMCID: PMC10617300 DOI: 10.1177/00469580231206608] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/03/2023] [Revised: 09/07/2023] [Accepted: 09/21/2023] [Indexed: 10/31/2023]
Abstract
Cross-border activities are possibly associated with the use of amphetamine-type stimulants (ATS), this study was to explore poly-substance of ATS use and influencing factors among ATS use populations in southwest China. A cross-sectional study was conducted by response driven and continuous samplings from January to July 2021. Descriptive, univariate and logistic regression were carried out. ATS users accounted for 95.6% of the target population, of whom one-third had cross-border experiences with 4.1% of the cross-border purchase of drugs. ATS users were mainly over 31 years old (53.9%), male (98.7%), minority (79.1%), and unmarried (72.7%). Cross-border users consumed more ketamine (8%) and methamphetamine (40%) (P < .05). After adjusting for socioeconomic-demographic factors, cross-border activity [OR: 0.336 (0.141, 0.799)], occupation [OR: 0.273 (0.080, 0.929)], injecting drug behavior [OR: 6.239 (1. 087, 35.811)], frequency [OR: 0.251 (0.073, 0.859)], and ATS use location [OR: 2.915 (1.040, 8.168)] were possible factors influencing ATS use patterns (P < .05). Cross-border activity may be associated with polydrug use, especially predominantly methamphetamine use, among ATS users along the Southwest border. It implied that the focus of drug prevention and control in border areas should be on cross-border populations.
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Affiliation(s)
- Mingmei Zhang
- School of Public Health, Kunming Medical University, Kunming, Yunnan, China
- NHC Key Laboratory of Drug Addiction Medicine, Kunming Medical University, Kunming, Yunnan, China
| | - Jiashuang Li
- School of Public Health, Kunming Medical University, Kunming, Yunnan, China
| | - Jianhua Fan
- Centre for Disease Control and Prevention, Xishuangbanna Dai Autonomous Prefecture, Jinghong, Yunnan, China
| | - Dongli Feng
- The Centre for Disease Control and Prevention in Jinghong, Jinghong, Yunnan, China
| | - Qun Li
- Department of Clinical Skills Centre, Kunming Medical University, Kunming, Yunnan, China
| | - Songyuan Tang
- School of Public Health, Kunming Medical University, Kunming, Yunnan, China
| | - Jing Li
- School of Public Health, Kunming Medical University, Kunming, Yunnan, China
- NHC Key Laboratory of Drug Addiction Medicine, Kunming Medical University, Kunming, Yunnan, China
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Kelson M, Chaudhry A, Nguyen A, Girgis S. Injection drug induced septic embolism—A growing concern. Radiol Case Rep 2022; 17:4345-4349. [PMID: 36188073 PMCID: PMC9520423 DOI: 10.1016/j.radcr.2022.08.057] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2022] [Revised: 08/14/2022] [Accepted: 08/18/2022] [Indexed: 11/22/2022] Open
Abstract
Septic pulmonary embolism is an obstruction of the pulmonary vasculature due to embolization of an infected thrombus. In many instances, the etiology is cardiac in origin, given the increased prevalence of intravenous drug users in the United States. This condition usually presents with fever, chest pain, dyspnea, and cough. In order to make the diagnosis, it is helpful to utilize tools like the modified Duke criteria when evaluating for infective endocarditis in the context of pulmonary emboli and septic shock. The gold standard method for establishing the diagnosis of this condition involves imaging modalities, including echocardiogram and computed tomography findings. This case report details a 36-year-old male with a history of drug abuse and hepatitis C, who was found to have an isolated vegetation on the pulmonic valve and septic pulmonary embolism. The patient experienced a rapidly deteriorating clinical course, however improved over the course of 2 weeks with supportive measures and appropriate antibiotic treatment. The purpose of this case report is to highlight the uncommon nature of pulmonary valve involvement in patients with infective endocarditis. Moreover, the goal of this report is to recognize the paralleled increase in septic pulmonary emboli with the rising incidence of patients using injectable opioids in the United States.
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Kelly BC, Vuolo M. Correlates of heroin use, pharmaceutical fentanyl misuse, and dual heroin-fentanyl use: evidence from the USA. DRUGS, HABITS AND SOCIAL POLICY 2022; 24:14-25. [PMID: 37101522 PMCID: PMC10128616 DOI: 10.1108/dhs-04-2022-0019] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Purpose
The emergence of fentanyl has deepened concerns about the opioid crisis. The shift has created new distinctions in patterns of opioid use, which may be important for prevention and intervention. This paper aims to examine sociodemographic correlates as well as health and substance use characteristics of different groups of opioid users.
Design/methodology/approach
This paper used the 2015–2019 National Survey on Drug Use and Health to examine distinctions between groups (n = 11,142) of individuals who misuse prescription opioids, use heroin but not fentanyl, misuse pharmaceutical fentanyl but not heroin and use both heroin and fentanyl. Multinomial and logistic regression models were used to identify these distinctions.
Findings
Few sociodemographic differences emerged between the prescription opioid group and pharmaceutical fentanyl misuse group. While those who misuse fentanyl have higher odds of using other drugs and experiencing certain mental health problems than those misusing prescription pills, both the heroin and fentanyl–heroin use groups reported considerably poorer health and substance use indicators relative to those who solely misuse fentanyl. It is also notable that both heroin use groups are more highly associated with cocaine and methamphetamine use than those misusing fentanyl alone.
Research limitations/implications
While this study identifies important distinctions between the opioid use groups studied, individuals using both heroin and pharmaceutical fentanyl report the poorest health and substance use characteristics. Important differences between the fentanyl-only group and the group who consume both drugs may have implications for prevention, intervention and clinical work amid shifting patterns of opioid use.
Practical implications
Important differences between the fentanyl-only group and the group who consume both drugs may have implications for prevention, intervention and clinical work amid shifting patterns of opioid use.
Originality/value
This study highlights distinctions between pharmaceutical fentanyl users, heroin users and users of both substances.
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Affiliation(s)
- Brian C. Kelly
- Purdue University, Dept. of Sociology, 700 W State Street, West Lafayette, IN 47907
| | - Mike Vuolo
- The Ohio State University, Dept of Sociology, 238 Townshend Hall, 1885 Neil Avenue Mall, Columbus, OH, USA 43210
- Address correspondence to: Prof. Mike Vuolo, The Ohio State University Department of Sociology, 236 Townshend Hall, 1885 Neil Avenue Mall, Columbus, OH 43201;
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Karamouzian M, Pilarinos A, Hayashi K, Buxton JA, Kerr T. Latent patterns of polysubstance use among people who use opioids: A systematic review. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2022; 102:103584. [DOI: 10.1016/j.drugpo.2022.103584] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2021] [Revised: 12/20/2021] [Accepted: 01/11/2022] [Indexed: 02/07/2023]
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Xia Y, Gong Y, Wang H, Li S, Mao F. Family Function Impacts Relapse Tendency in Substance Use Disorder: Mediated Through Self-Esteem and Resilience. Front Psychiatry 2022; 13:815118. [PMID: 35237192 PMCID: PMC8882822 DOI: 10.3389/fpsyt.2022.815118] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/15/2021] [Accepted: 01/20/2022] [Indexed: 12/01/2022] Open
Abstract
BACKGROUND Substance abuse has been a public health concern, and even after detoxification treatment, the relapse rate is still high. Family function is closely related to substance dependence. However, studies on psychological mechanisms between them are rare. OBJECTIVES We aimed to explore the mediating role of self-esteem and resilience in the pathway that family function impacts the relapse tendency among patients with substance use disorder (SUD). METHODS A total of 282 SUD patients were recruited, and standard questionnaires were administered for each patient. The relapse tendency, family function, self-esteem and resilience were assessed by the family care index questionnaire, the Connor-Davidson resilience scale, the Rosenberg self-esteem scale and the relapse tendency questionnaire. Bootstrap method was conducted for mediation analysis to test the effects of how family function affects relapse tendency mediated through self-esteem and resilience. RESULTS The average score of relapse tendency of the patients was 28.47 (SD = 11.89). Intermediary analysis found that self-esteem played an intermediary role in the relationship between family function and relapse tendency. Resilience plays an intermediary role in the relationship between family function and relapse tendency. Further, the path analysis showed that family function not only had a direct association with relapse tendency, but also indirectly related to relapse tendency through self-esteem and resilience. CONCLUSIONS Self-esteem and resilience are the key factors in the relationship between family function and relapse tendency of SUD patients.
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Affiliation(s)
- Yuwei Xia
- Department of Psychiatry and Psychology, College of Basic Medical Sciences, Tianjin Medical University, Tianjin, China
| | - Yu Gong
- Department of Psychiatry and Psychology, College of Basic Medical Sciences, Tianjin Medical University, Tianjin, China
| | - Hanbin Wang
- Department of Mathematics, Ximou Primary School, Yantai, China
| | - Shen Li
- Department of Psychiatry and Psychology, College of Basic Medical Sciences, Tianjin Medical University, Tianjin, China
| | - Fuqiang Mao
- Department of Psychiatry and Psychology, College of Basic Medical Sciences, Tianjin Medical University, Tianjin, China
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Edsall A, Hoffman KA, Thuy DT, Mai PP, Hang NT, Khuyen TT, Trang NT, Kunkel LE, Giang LM, Korthuis PT. Use of methamphetamine and alcohol among people with opioid use disorder and HIV in Vietnam: a qualitative study. BMC Public Health 2021; 21:1718. [PMID: 34548042 PMCID: PMC8456677 DOI: 10.1186/s12889-021-11783-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2021] [Accepted: 08/29/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Heroin use continues to drive HIV transmission in Vietnam, but methamphetamine and alcohol use are growing rapidly and, as in other countries, polysubstance use is widespread. The objective of this study was to understand the interplay between heroin, methamphetamine, and alcohol use among people with opioid use disorder (OUD) and HIV in Vietnam. METHODS We conducted 44 in-depth, face-to-face qualitative interviews with people with OUD and HIV who participated in the BRAVO trial of buprenorphine versus methadone in five Vietnam HIV clinics. Interviews probed participants' experiences of heroin, methamphetamine, and alcohol use and their interplay with HIV/OUD treatment. Interviews were professionally transcribed and analyzed using a thematic analysis approach. RESULTS Of 44 participants interviewed 42 were male, on average 38.8 years of age, with 30 reporting a history of methamphetamine use and 33 reporting a history of alcohol use. Several themes emerged: 1) Methamphetamine and alcohol were perceived to have lower addiction potential than heroin 2) Social settings were key facilitators of alcohol and methamphetamine use 3) Some participants, but not all, used methamphetamine to help quit heroin 4) Consuming alcohol blunted the effects of heroin, while paradoxically serving as a catalyst for heroin use 5) Use of methamphetamine was perceived by many participants to be incompatible with treatment for HIV. CONCLUSIONS Participant experiences reflected a significant impact of polysubstance use on treatment of HIV and OUD. Patterns of polysubstance use are subject to common preconceptions of alcohol and methamphetamine as having a low addictive potential, and these substances are deeply enmeshed in the social life of many people with OUD in Vietnam. Interventions to address complex social norms and potential harms of polysubstance use are urgently needed as the population of people receiving medication for OUD (MOUD) increases in Vietnam and globally. TRIAL REGISTRATION BRAVO - NCT01936857 , September 2013.
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Affiliation(s)
- Andrew Edsall
- Oregon Health & Science University School of Medicine, 3181 SW Sam Jackson Park Rd, Portland, OR, 97239, USA.
| | - Kim A Hoffman
- Oregon Health & Science University - Portland State University School of Public Health, 840 SW Gaines St, Room 230, Portland, OR, 97239, USA
| | - Dinh Thanh Thuy
- Hanoi Medical University, 1 Tôn Thất Tùng, Kim Liên, Đống Đa, Hà Nội, 116001, Vietnam
| | - Pham Phuong Mai
- Hanoi Medical University, 1 Tôn Thất Tùng, Kim Liên, Đống Đa, Hà Nội, 116001, Vietnam
| | - Nguyen Thu Hang
- Oregon Health & Science University - Portland State University School of Public Health, 840 SW Gaines St, Room 230, Portland, OR, 97239, USA
| | - Tong Thi Khuyen
- Hanoi Medical University, 1 Tôn Thất Tùng, Kim Liên, Đống Đa, Hà Nội, 116001, Vietnam
| | - Nguyen Thu Trang
- Hanoi Medical University, 1 Tôn Thất Tùng, Kim Liên, Đống Đa, Hà Nội, 116001, Vietnam
| | - Lynn E Kunkel
- Oregon Health & Science University - Portland State University School of Public Health, 840 SW Gaines St, Room 230, Portland, OR, 97239, USA
| | - Le Minh Giang
- Hanoi Medical University, 1 Tôn Thất Tùng, Kim Liên, Đống Đa, Hà Nội, 116001, Vietnam
| | - P Todd Korthuis
- Oregon Health & Science University School of Medicine, 3181 SW Sam Jackson Park Rd, Portland, OR, 97239, USA
- Oregon Health & Science University - Portland State University School of Public Health, 840 SW Gaines St, Room 230, Portland, OR, 97239, USA
- Department of Medicine, Section of Addiction Medicine, Oregon Health & Science University, 3181 SW Sam Jackson Park Rd, Portland, OR, 97239, USA
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15
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Chen T, Su H, Wang L, Li X, Wu Q, Zhong N, Du J, Meng Y, Duan C, Zhang C, Shi W, Xu D, Song W, Zhao M, Jiang H. Modulation of Methamphetamine-Related Attention Bias by Intermittent Theta-Burst Stimulation on Left Dorsolateral Prefrontal Cortex. Front Cell Dev Biol 2021; 9:667476. [PMID: 34414178 PMCID: PMC8370756 DOI: 10.3389/fcell.2021.667476] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2021] [Accepted: 06/28/2021] [Indexed: 11/13/2022] Open
Abstract
Background Previous studies have identified the treatment effect of repetitive transcranial magnetic stimulation (rTMS) on cravings of patients with methamphetamine use disorder (MUD). However, the mechanism underlying the treatment effect remains largely unknown. A potential candidate mechanism could be that rTMS over the dorsolateral prefrontal cortex (DLPFC) modulates the attention bias to methamphetamine-related cues. The purpose of this study is therefore to determine the modulation of rTMS on methamphetamine-related attention bias and the corresponding electrophysiological changes. Methods Forty-nine patients with severe MUD were included for analysis. The subjects were randomized to receive the active intermittent theta-burst stimulation (iTBS) or sham iTBS targeting DLPFC for 20 sessions. Participants performed the Addiction Stroop Task before and after the treatment while being recorded by a 64-channel electroencephalogram. Baseline characteristics were collected through the Addiction Severity Index. Results Post-treatment evaluations showed a reduced error rate in discriminating the color of methamphetamine words in the active iTBS group compared with the sham iTBS group. Following rTMS treatment, we found the significant time-by-group effect for the N1 amplitude (methamphetamine words > neutral words) and P3 latency (methamphetamine words > neutral words). The change of N1 amplitude was positively correlated with cravings in the active group. Moreover, reduced power of neural oscillation in the beta band, manifesting at frontal central areas, was also found in the active group. Conclusion This study suggests that attention bias and the beta oscillation during the attentional processing of methamphetamine words in patients with MUD could be modulated by iTBS applied to left DLPFC.
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Affiliation(s)
- Tianzhen Chen
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Hang Su
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Lihui Wang
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China.,Institute of Psychology and Behavioral Science, Shanghai Jiao Tong University, Shanghai, China
| | - Xiaotong Li
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Qianying Wu
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Na Zhong
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Jiang Du
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yiran Meng
- Yunnan Institute on Drug Dependence, Kunming, China
| | - Chunmei Duan
- Yunnan Institute on Drug Dependence, Kunming, China
| | | | - Wen Shi
- Shanghai Female Compulsory Rehabilitation Center, Shanghai, China
| | - Ding Xu
- Shanghai Drug Rehabilitation Administration Bureau, Shanghai, China
| | - Weidong Song
- Shanghai Drug Rehabilitation Administration Bureau, Shanghai, China
| | - Min Zhao
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China.,Institute of Psychology and Behavioral Science, Shanghai Jiao Tong University, Shanghai, China.,Shanghai Key Laboratory of Psychotic Disorders, Shanghai, China.,Center for Excellence in Brain Science and Intelligence Technology, Chinese Academy of Sciences, Shanghai, China
| | - Haifeng Jiang
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
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Papamihali K, Collins D, Karamouzian M, Purssell R, Graham B, Buxton J. Crystal methamphetamine use in British Columbia, Canada: A cross-sectional study of people who access harm reduction services. PLoS One 2021; 16:e0252090. [PMID: 34038452 PMCID: PMC8153500 DOI: 10.1371/journal.pone.0252090] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2021] [Accepted: 05/09/2021] [Indexed: 01/18/2023] Open
Abstract
INTRODUCTION Increased use of crystal methamphetamine ("crystal meth") has been observed across North America and international jurisdictions, including a notable increase in the presence of methamphetamines in illicit drug toxicity deaths in British Columbia (BC), Canada. We used data from a cross-sectional survey and urine toxicology screening to report the prevalence, correlates, and validity of self-reported crystal meth use among clients of harm reduction sites in BC. MATERIALS AND METHODS Survey data were collected from 1,107 participants across 25 communities in BC, through the 2018 and 2019 Harm Reduction Client Survey. We described reported substance use and used a multivariate logistic regression model to characterize crystal meth use. Urine samples provided by a subset of participants were used to derive validity of self-reported three-day crystal meth use compared to urine toxicology screening. RESULTS Excluding tobacco, crystal meth was the most frequently reported substance used in the past three days in 2018 and 2019 (59.7% and 71.7%, respectively). Smoking was the dominant route of administration for crystal meth, crack, heroin, and fentanyl. Multivariate analysis determined significantly higher odds of crystal meth use among those who used opioids (Adjusted Odds Ratio [AOR] = 3.13), cannabis (AOR = 2.10), and alcohol (1.41), and among those who were not regularly housed (AOR = 2.08) and unemployed (AOR = 1.75). Age ≥50 was inversely associated with crystal meth use (AOR = 0.63). Sensitivity of self-reported crystal meth use was 86%, specificity was 86%, positive predictive value was 96%, and negative predictive value was 65%. CONCLUSIONS Crystal meth was the most commonly used substance among clients of harm reduction sites in BC in 2018 and 2019, and was frequently used concurrently with opioids. Comparison to urine samples demonstrated high validity of self-reported crystal meth use. Understanding evolving patterns of substance use will be imperative in tailoring harm reduction and substance use services for individuals that use crystal meth.
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Affiliation(s)
- Kristi Papamihali
- British Columbia Centre for Disease Control, Vancouver, British Columbia, Canada
| | - Dylan Collins
- Faculty of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Mohammad Karamouzian
- School of Population and Public Health, Faculty of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
- HIV/STI Surveillance Research Center, and WHO Collaborating Center for HIV Surveillance, Institute for Futures Studies in Health, Kerman University of Medical Sciences, Kerman, Iran
| | - Roy Purssell
- British Columbia Centre for Disease Control, Vancouver, British Columbia, Canada
- Department of Emergency Medicine, Faculty of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
- British Columbia Drug and Poison Information Centre, Vancouver, British Columbia, Canada
| | - Brittany Graham
- British Columbia Centre for Disease Control, Vancouver, British Columbia, Canada
| | - Jane Buxton
- British Columbia Centre for Disease Control, Vancouver, British Columbia, Canada
- School of Population and Public Health, Faculty of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
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17
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Klein M. Relapse into opiate and crack cocaine misuse: a scoping review. ADDICTION RESEARCH & THEORY 2021; 29:129-147. [DOI: 10.1080/16066359.2020.1724972] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/08/2019] [Revised: 01/28/2020] [Accepted: 01/29/2020] [Indexed: 01/04/2025]
Affiliation(s)
- Maike Klein
- Addiction and Mental Health Group (AIM), Department of Social and Policy Sciences, University of Bath, Claverton Down, Bath, UK
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18
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Taylor J, Pardo B, Hulme S, Bouey J, Greenfield V, Zhang S, Kilmer B. Illicit synthetic opioid consumption in Asia and the Pacific: Assessing the risks of a potential outbreak. Drug Alcohol Depend 2021; 220:108500. [PMID: 33461149 DOI: 10.1016/j.drugalcdep.2020.108500] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/20/2020] [Revised: 12/11/2020] [Accepted: 12/15/2020] [Indexed: 11/17/2022]
Abstract
BACKGROUND Illegally manufactured potent synthetic opioids (IMPSO) like fentanyl have contributed to rises in overdose deaths in parts of North America and Europe. While many of these substances are produced in Asia, there is little evidence they have entered markets there. We consider the susceptibility to IMPSO's encroachment in markets in the Asia-Pacific region. METHODS Our analysis focuses on Australia, China, India, and Myanmar. Using a mixed-methods approach comprising interviews, literature review, and secondary data analyses, we examine factors facilitating or impeding incursion of IMPSO. Finally, we illustrate the potential for IMPSO fatalities in Australia. RESULTS Australia reports some signs of three facilitating factors to IMPSO's emergence: 1) existing illicit opioid markets, 2) disruption of opioid supply, and 3) user preferences. The other three countries report only existing illicit opioid markets. While diverted pharmaceutical opioids are a noted problem in Australia and India, heroin is the dominant opioid in all four countries. There are divergent trends in heroin use, with use declining in China, increasing in India, and stable in Australia and Myanmar. If IMPSO diffused in Australia as in North America from 2014 to 2018, and our assumptions generally hold, deaths from IMPSO could range from 1500-5700 over a five-year period. CONCLUSIONS This analysis and illustrative calculations serve as an early indication for policymakers. With the exception of Australia, many countries in the region fail to properly record overdose deaths or monitor changes in local drug markets. Early assessment and monitoring can give officials a better understanding of these changing threats.
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Affiliation(s)
- Jirka Taylor
- RAND Corporation, 1200 South Hayes Street, Arlington, 22202 VA, United States.
| | - Bryce Pardo
- RAND Corporation, 1200 South Hayes Street, Arlington, 22202 VA, United States.
| | - Shann Hulme
- RAND Europe, Westbrook Centre, Milton Road, Cambridge, CB4 1YG, United Kingdom.
| | - Jennifer Bouey
- RAND Corporation, 1200 South Hayes Street, Arlington, 22202 VA, United States.
| | - Victoria Greenfield
- RAND Corporation, 1200 South Hayes Street, Arlington, 22202 VA, United States.
| | - Sheldon Zhang
- University of Massachusetts Lowell, 113 Wilder St, Health & Social Sciences Building, Suite 400, Lowell, MA, 01854, United States.
| | - Beau Kilmer
- RAND Corporation, 1200 South Hayes Street, Arlington, 22202 VA, United States.
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19
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Ford JA, Schepis TS, McCabe SE. Poly-prescription drug misuse across the life course: Prevalence and correlates across different adult age cohorts in the U.S. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2021; 88:103017. [PMID: 33227640 PMCID: PMC8005409 DOI: 10.1016/j.drugpo.2020.103017] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2020] [Revised: 10/22/2020] [Accepted: 10/23/2020] [Indexed: 02/08/2023]
Abstract
BACKGROUND Most research on prescription drug misuse (PDM) focuses on the misuse of specific classes of psychoactive prescription drugs among adolescents or young adults. The current research addressed important gaps in the literature by assessing poly-prescription drug misuse (poly-PDM), the misuse of more than one class of psychoactive prescription drug, across different adult age cohorts. METHODS We used the 2015-2018 National Survey on Drug Use and Health to examine the prevalence of past-year poly-PDM and specific combinations of PDM. Multinomial logistic regression was used to identify demographic, health-related factors, and substance use behaviors that were significantly associated with poly-PDM. RESULTS The prevalence of poly-PDM decreases with age and is common among individuals who engage in PDM. Slightly more than one in four respondents in age cohorts 18-25 (31.66%, 95% CI = 30.35, 33.00) and 26-34 (29.92%, 95% CI = 25.82, 30.12) who engage in PDM, misused more than one class of prescription drug. Additionally, poly-PDM was identified as a high-risk type of PDM as roughly 60% of adults younger than 65 who endorse poly-PDM reported having a substance use disorder (SUD). While certain characteristics (i.e., race/ethnicity, marital status, depression, suicidal ideation, illegal drug use, and SUD) were consistently associated with poly-PDM across age cohorts, other characteristics (i.e., sexual identity, income, and justice involvement) varied across age cohorts. Finally, a comparison of poly-PDM to single PDM showed, in all age cohorts, that having an SUD was associated with an increased likelihood of poly-PDM, while Black adults were less likely than whites to report poly-PDM. CONCLUSIONS By identifying prevalence and correlates of poly-PDM across adult age cohorts, the current research has significant implications. Understanding stability and heterogeneity in the characteristics associated with poly-PDM should inform interventions, identify at-risk groups, and shape public health approaches to dealing with high-risk substance use behavior.
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Affiliation(s)
- Jason A Ford
- Department of Sociology, University of Central Florida, Orlando, FL United States.
| | - Ty S Schepis
- Department of Psychology, Texas State University, San Marcos, TX United States
| | - Sean Esteban McCabe
- Center for the Study of Drugs, Alcohol, Smoking and Health, School of Nursing, University of Michigan, Ann Arbor, MI, United States; Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, MI, United States; Institute for Research on Women and Gender, University of Michigan, Ann Arbor, MI, United States; Institute for Social Research, University of Michigan, Ann Arbor, MI, United States
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20
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The transcranial direct current stimulation over prefrontal cortex combined with the cognitive training reduced the cue-induced craving in female individuals with methamphetamine use disorder: A randomized controlled trial. J Psychiatr Res 2021; 134:102-110. [PMID: 33383492 DOI: 10.1016/j.jpsychires.2020.12.056] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/13/2020] [Revised: 12/13/2020] [Accepted: 12/19/2020] [Indexed: 01/30/2023]
Abstract
BACKGROUND Craving and cognitive deficits are potential treatment targets for methamphetamine use disorder (MUD). Previous studies implied that transcranial direct current stimulation (tDCS) and cognitive training respectively improve these symptoms, but the combined effect is unknown. In this study, we investigated the combined effects of tDCS over dorsolateral prefrontal cortex (DLPFC) and computerized cognitive addiction therapy (CCAT) on cue-induced craving and cognitive functions among female individuals with MUD. METHODS Seventy-five patients with MUD were randomly assigned to three groups: CCAT + tDCS group, CCAT + sham tDCS group and the control group. The former two groups received 20 sessions of cognitive training combined 1.5 mA active/sham tDCS over DLPFC (20min/session, 5times/week), while the control group received usual care which includes routine medical care, health education, physical exercises and psychological support related to relapse prevention. The cue-induced craving and cognitive functions were tested at the baseline, the end of 2nd week and 4th week. RESULTS The CCAT + tDCS group showed a significant reduction in cue-induced craving after 4-week intervention. Moreover, the craving score of the real CCAT + tDCS group was significantly lower than that of the CCAT + sham tDCS group and that of the control group at the end of 4th week. A significant improvement in accuracy of TWOB task was only observed in the CCAT + tDCS group at the end of 4th week when compared to baseline. Unexpectedly, participants who received CCAT plus active or sham tDCS did not change their discounting, whereas those in the control group performed more impulsively over time. CONCLUSIONS The study found that the intervention of tDCS over DLPFC combined with CCAT may have potential benefit in improving treatment outcome in patients with MUD. More research is needed to explore the underlying mechanism.
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21
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King C, Nicolaidis C, Korthuis PT, Priest KC, Englander H. Patterns of substance use before and after hospitalization among patients seen by an inpatient addiction consult service: A latent transition analysis. J Subst Abuse Treat 2020; 118:108121. [PMID: 32972645 PMCID: PMC8244750 DOI: 10.1016/j.jsat.2020.108121] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2020] [Revised: 07/27/2020] [Accepted: 08/19/2020] [Indexed: 11/17/2022]
Abstract
BACKGROUND AND AIMS Polysubstance use is common and contributes to morbidity and mortality of hospitalized patients, and yet little is known about patterns of substance use among hospitalized patients, or how an addiction consult service (ACS) might impact polysubstance use after discharge. The objective of this study was to identify patterns of substance use at admission and after discharge among hospitalized patients with substance use disorders who saw an ACS. DESIGN Prospective cohort study. We used latent transition analysis of substance use scores at the time of hospital admission and 30 to 90 days posthospitalization. SETTING Single, academic health center with an ACS in Portland, Oregon, from 2015 to 2018. PARTICIPANTS/CASES Patients were eligible if they received a consult to the inpatient ACS. MEASUREMENTS We used Addiction Severity Index-Lite scores to capture self-reported substance use at baseline and follow-up for heroin, other opioid, alcohol, amphetamine, and cocaine. FINDINGS From 2015 to 2018, 486 individuals consented to participate. More than half of patients used more than one substance at baseline. Of those reporting any baseline opioid use, nearly three-quarters (n=187, 69.5%) had polysubstance use in the previous 30 days, including alcohol (n=80, 29.7%), cocaine (n=25, 9.3%), or amphetamine use (n=142, 52.8%). We identified three patterns of substance use at baseline: 1) alcohol use dominant, 2) polysubstance use dominant, and 3) heroin and other opioid use dominant. Patients transitioned along five trajectories to three different follow-up profiles that showed lower endorsement of all substances used. Slightly more than 40% (40.1%) of patients newly endorsed abstinence of at least one substance at follow-up. CONCLUSIONS Polysubstance use is common in hospitalized patients with substance use disorders and identifying patterns of polysubstance use can guide clinical management. Hospital providers should prepare to manage polysubstance use during hospitalization and hospitals should broaden care beyond interventions for opioid use disorder.
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Affiliation(s)
- Caroline King
- Department of Biomedical Engineering, School of Medicine, Oregon Health & Science University, Portland, OR, United States of America; MD/PhD Program, School of Medicine, Oregon Health & Science University, Portland, OR, United States of America.
| | - Christina Nicolaidis
- School of Social Work, Portland State University, Portland, OR, United States of America; OHSU-PSU School of Public Health, Oregon Health & Science University, Portland, OR, United States of America; Division of General Internal Medicine, Department of Medicine, Oregon Health & Science University, Portland, OR, United States of America
| | - P Todd Korthuis
- OHSU-PSU School of Public Health, Oregon Health & Science University, Portland, OR, United States of America; Division of General Internal Medicine, Department of Medicine, Oregon Health & Science University, Portland, OR, United States of America
| | - Kelsey C Priest
- MD/PhD Program, School of Medicine, Oregon Health & Science University, Portland, OR, United States of America
| | - Honora Englander
- Division of Hospital Medicine, Department of Medicine, Oregon Health & Science University, Portland, OR, United States of America
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Initial Heroin Use Patterns Predict 5-Year Relapse: Results from a Longitudinal Cohort Study in Shanghai, China. Int J Ment Health Addict 2020. [DOI: 10.1007/s11469-020-00407-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/23/2022] Open
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23
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Chen T, Su H, Jiang H, Li X, Zhong N, Du J, Meng Y, Duan C, Zhang C, Xiao K, Xu D, Song W, Zhao M. Cognitive and emotional predictors of real versus sham repetitive transcranial magnetic stimulation treatment response in methamphetamine use disorder. J Psychiatr Res 2020; 126:73-80. [PMID: 32422456 DOI: 10.1016/j.jpsychires.2020.05.007] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/10/2020] [Revised: 03/27/2020] [Accepted: 05/10/2020] [Indexed: 12/14/2022]
Abstract
BACKGROUND AND AIMS Repetitive transcranial magnetic stimulation (rTMS) of the left dorsolateral prefrontal cortex (DLPFC) can effectively reduce cravings in methamphetamine use disorder (MUD). However, a considerable group still fails to respond. Cognitive and emotional disturbance, as well as impulsive features, are widespread in patients with MUD and might mediate the treatment response of rTMS. The purpose of this study is to figure out whether these variables can help predicting patients' responses to rTMS treatment. METHODS Ninety-seven patients with severe MUD and thirty-one gender- and age-matched healthy subjects were included. Patients were randomized to receive 20 sessions of real or sham rTMS. Intermittent theta burst protocols (iTBS) or sham iTBS were applied every weekday over the DLPFC for 20 daily sessions. Both groups received regular treatment. Craving induced by drug-related cue was measured before and after stimulation. Cognition was evaluated by using the CogState Battery. Baseline characteristics were collected through the Addiction Severity Index, Patient Health Questionnaire-9, General Anxiety Disorder Scale-7, and Barrett Impulsivity Scale-11. RESULTS Results showed that patients with MUD have worse spatial working memory, problem-solving ability, as well as depression and anxiety symptoms compared with healthy controls. Cognition and emotion differed between responders (craving decrease ≥60%) and non-responders in real rTMS group but not in the sham group. Better cognitive and emotional functions means that patients have higher possibility for better response to real rTMS treatment. CONCLUSIONS This study suggests that cognitive, emotional and impulsive features could be used to predict the prospective treatment responses of rTMS in patients with MUD.
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Affiliation(s)
- Tianzhen Chen
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Hang Su
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Haifeng Jiang
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Xiaotong Li
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Na Zhong
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Jiang Du
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yiran Meng
- Yunnan Institute on Drug Dependence, Yunnan, China
| | - Chunmei Duan
- Yunnan Institute on Drug Dependence, Yunnan, China
| | | | - Ke Xiao
- Shanghai Drug Rehabilitation Administration Bureau, Shanghai, China
| | - Ding Xu
- Shanghai Drug Rehabilitation Administration Bureau, Shanghai, China
| | - Weidong Song
- Shanghai Drug Rehabilitation Administration Bureau, Shanghai, China
| | - Min Zhao
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China; Shanghai Key Laboratory of Psychotic Disorders, Shanghai, China; Institute of Psychological and Behavioral Science, Shanghai Jiao Tong University, Shanghai, China; CAS Center for Excellence in Brain Science and Intelligence Technology (CEBSIT), Chinese Academy of Sciences, Shanghai, China.
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24
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Carlsen SEL, Lunde LH, Torsheim T. Opioid and Polydrug Use Among Patients in Opioid Maintenance Treatment. Subst Abuse Rehabil 2020; 11:9-18. [PMID: 32099510 PMCID: PMC6996215 DOI: 10.2147/sar.s221618] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2019] [Accepted: 12/24/2019] [Indexed: 11/23/2022] Open
Abstract
Purpose Opioid maintenance treatment reduces a person’s use of heroin. However, frequent substance use in treatment is a problem. Aim To examine the association between opioid maintenance treatment and opioid/polydrug use, and whether social factors, adverse experiences, social resources, and quality of life are associated with opioid/polydrug use during the first 12 months in treatment. Patients and Methods Forty-seven participants from treatment units in Bergen, Norway participated in five waves of data collection. Every third month, a structured face-to-face interview collected self-reported data on sociodemographic characteristics, opioid/polydrug use, participants’ social resources or adverse experiences, and quality of life. Data were collected as part of KVARUS, the National Quality Register for Substance Abuse Treatment. A multilevel binary logistic regression analysis was conducted to examine the association of opioid/polydrug use and time in current treatment. The analysis included regressions of opioid/polydrug use on time-invariant baseline adverse experiences and social resources, and time-varying reports of quality of life. Results There was a significant negative association between time in treatment and use of opioids, b =−0.89, SE = 0.19, p = <0.01. Furthermore, a negative association of age at substance use on polydrug use was found, b =−0.40, SE =0.19, p = 0.03. A higher overall quality of life was significantly associated with lower odds of opioid use during opioid maintenance treatment, b = −0.62, SE = 0.23, p = < 0.01. Social dimensions, participants’ adverse experiences, and social resources were not associated with polydrug or opioid use. Conclusion Opioid maintenance treatment is associated with lowered opioid use, but to a lesser degree with polydrug use. Our findings add quality of life as an important factor that should be given particular attention because it can offer insight to aspects that can affect the patients’ opioid use.
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Affiliation(s)
| | - Linn-Heidi Lunde
- Department of Addiction Medicine, Haukeland University Hospital, Bergen, Norway.,Department of Clinical Psychology, University of Bergen, Bergen, Norway
| | - Torbjørn Torsheim
- Department of Psychosocial Science, University of Bergen, Bergen, Norway
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25
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Rady A, Mekky J, Moulokheya T, Elsheshai A. Polysomnographic Correlates for the Risk of Relapse in Detoxified Opiate-Misuse Patients. Neuropsychiatr Dis Treat 2020; 16:3187-3196. [PMID: 33376334 PMCID: PMC7764935 DOI: 10.2147/ndt.s284337] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/04/2020] [Accepted: 12/16/2020] [Indexed: 11/23/2022] Open
Abstract
INTRODUCTION Substance abuse is a complex issue requiring multi-disciplinary management. Protracted abstinence syndrome leads to persistent discomfort even after detoxification lasting months, resulting in poor sleep duration and quality. Despite being a major contributor to relapse and sleep disturbances, no objective assessment procedures to monitor sleep after the detoxification have been reported. The study aims to assess sleep structure after detoxification via polysomnography and psychometrically assess sleep over the next 6 months in abstinent and relapsing patients. METHODS Sixty successfully detoxified males (35.8 ± 7.3 years) with a history of heroin abuse (DSM-V) (mean composite scores (ASI): 1.3 ± 0.06, 3.48 ± 0.38, 5.45 ± 0.63, 1.2 ± 0.19, 3.93 ± 0.9, and 2.61 ± 0.8 for medical status, employment/support status, alcohol/drugs status, legal status, family/social relationships, and psychiatric status, respectively) were recruited immediately following their detoxification, without giving additional psychoactive substances or medications. Polysomnography was done in the second week following detoxification to allow washout of medications, followed by a monthly sleep assessment through sleep diary and daytime sleepiness using a visual analog scale. Relapse was proved by a urine test. Polysomnographic parameters and ASI subscales for relapsing and non-relapsing participants were compared using a 2-tailed Student's t-test (p<0.05). RESULTS Eighteen participants relapsed by 6 months (12 by 3 months). Only the ASI legal problems score was significantly different for the two groups (p=0.001). The differences were significant for NREM stages I (p=0.001) and II (p=0.002), bilateral limb movement (p=0.009), and arousal indices (p=0.001). CONCLUSION Measuring polysomnographic parameters (percentage of NREM I and II, arousal index, and limb movement index) for sleep disturbance in detoxified heroin-abuse patients can be potential predictors for relapse in a 6-month follow-up.
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Affiliation(s)
- Ahmed Rady
- Department of Psychiatry, Alexandria University School of Medicine, Alexandria, Egypt
| | - Jaidaa Mekky
- Department of Neurology, Alexandria University School of Medicine, Alexandria, Egypt
| | - Tarek Moulokheya
- Department of Psychiatry, Alexandria University School of Medicine, Alexandria, Egypt
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Wu Q, Chen T, Wang Z, Chen S, Zhang J, Bao J, Su H, Tan H, Jiang H, Du J, Zhao M. Effectiveness of music therapy on improving treatment motivation and emotion in female patients with methamphetamine use disorder: A randomized controlled trial. Subst Abus 2019; 41:493-500. [PMID: 31638882 DOI: 10.1080/08897077.2019.1675117] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
OBJECTIVES The purpose of the study was to investigate whether Group Music Therapy (GMT) could enhance the treatment motivation and change the negative emotion among female patients with methamphetamine use disorder in a randomized clinical trial. Methods: Participants (N = 60) were randomized to the group of GMT combined with treatment as usual (TAU) or the group with TAU only. Questionnaire of Motivation for Abstaining from Drugs was used to measure the motivation for abstaining from drugs of the female patients. And Self-Rating Depression Scale and Self-Rating Anxiety Scale were used to measure negative emotion of participants. The measurements were conducted at T0 (baseline), T1 (post 13 sessions of intervention) and T2 (3-month follow-up after T1) by the independent trained researcher. Results: The postintervention and 3-month follow-up results according to the intention-to-treat principle indicated that GMT + TAU intervention showed significantly positive group-by-time effect on the scores of the subscale-tending to rehabilitation-internal motivation (p = 0.01) and avoiding abuse-external motivation (p = 0.04). In 3-month follow-up, total scores of the questionnaire of motivation for abstaining from drugs (p = 0.02), scores of avoiding abuse-internal motivation subscale (p = 0.05), and scores of confidence of abstaining from drugs subscale (p = 0.01) in GMT + TAU were also presented with significantly positive group x time effect. The changes of total score of Questionnaire of Motivation for Abstaining from Drugs (from baseline to 3-month follow-up) was significantly positive association with the changes of scores of SAS in GMT + TAU group (r = -0.55, p = 0.00). Conclusions: The present study suggests that GMT could be used as an effective treatment strategy to enhance treatment motivation of female patients with methamphetamine use disorder.
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Affiliation(s)
- Qianying Wu
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Tianzhen Chen
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Zhe Wang
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Shujuan Chen
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Jingying Zhang
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Jiayi Bao
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Hang Su
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Haoye Tan
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Haifeng Jiang
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China.,Shanghai Key Laboratory of Psychotic Disorders, Shanghai, PR China
| | - Jiang Du
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China.,Shanghai Key Laboratory of Psychotic Disorders, Shanghai, PR China
| | - Min Zhao
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China.,Shanghai Key Laboratory of Psychotic Disorders, Shanghai, PR China
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Zhong BL, Xu YM, Xie WX, Lu J. Frequent nightmares in Chinese patients undergoing methadone maintenance therapy: prevalence, correlates, and their association with functional impairment. Neuropsychiatr Dis Treat 2019; 15:2063-2072. [PMID: 31410010 PMCID: PMC6646172 DOI: 10.2147/ndt.s202813] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/24/2019] [Accepted: 07/02/2019] [Indexed: 11/23/2022] Open
Abstract
PURPOSE Nightmares are associated with many negative health outcomes; however, little is known about the characteristics of nightmares in heroin-dependent patients (HDPs). This study examined the prevalence and correlates of frequent nightmares (FNs) and their association with functional impairment in Chinese patients undergoing methadone maintenance therapy (MMT). PATIENTS AND METHODS In total, 603 Chinese HDPs from three MMT clinics in Wuhan, China, completed this survey. FNs were defined as reporting nightmares at least once a week. The Sheehan Disability Scale (ShDS) was used to assess the severity of functional impairment of patients. A standardized questionnaire was used to collect data on socio-demographics, drug use characteristics, physical health, mental health, and insomnia. RESULTS The prevalence of FNs in Chinese HDPs receiving MMT was 25.9%. Factors significantly associated with nightmares among MMT HDPs included an educational attainment of senior high school and above (OR=2.73, P<0.001), unemployment (OR=3.16, P<0.001), a history of re-education through forced labor (OR=3.14, P<0.001), injecting heroin before MMT (OR=3.62, P=0.002), a high dose of methadone (>70 mg/day) (OR=2.03, P=0.006), use of hypnotics (OR=1.91, P=0.044), the presence of hepatitis B virus core antibody (OR=4.63, P<0.001), pain (OR=3.20, P<0.001), anxiety (OR=2.06, P=0.039), and insomnia (OR=5.75, P<0.001). After controlling for potential confounders, nightmares were still significantly associated with a higher ShDS score (β=2.718, P=0.006). CONCLUSION FNs are prevalent among Chinese HDPs receiving MMT and significantly associated with functional impairment. Nightmares are a clinically relevant phenomenon in Chinese MMT clinics, which deserves more clinical and research attention.
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Affiliation(s)
- Bao-Liang Zhong
- Research Center for Psychological and Health Sciences, China University of Geosciences, Wuhan, Hubei Province, People's Republic of China.,Affiliated Wuhan Mental Health Center, Tongji Medical College of Huazhong University of Science & Technology, Wuhan, Hubei Province, People's Republic of China
| | - Yan-Min Xu
- Affiliated Wuhan Mental Health Center, Tongji Medical College of Huazhong University of Science & Technology, Wuhan, Hubei Province, People's Republic of China
| | - Wu-Xiang Xie
- Peking University Clinical Research Institute, Peking University Health Science Center , Beijing, People's Republic of China
| | - Jin Lu
- Department of Psychiatry, The First Affiliated Hospital of Kunming Medical University, Kunming, People's Republic of China
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