351
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Edinoff AN, Martinez Garza D, Vining SP, Vasterling ME, Jackson ED, Murnane KS, Kaye AM, Fair RN, Torres YJL, Badr AE, Cornett EM, Kaye AD. New Synthetic Opioids: Clinical Considerations and Dangers. Pain Ther 2023; 12:399-421. [PMID: 36826742 PMCID: PMC9950705 DOI: 10.1007/s40122-023-00481-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2022] [Accepted: 01/30/2023] [Indexed: 02/25/2023] Open
Abstract
Since the early 2010s, synthetic opioids have significantly contributed to overall opioid-related overdose mortalities. For point of reference, of the 68,630 opioid-related deaths recorded in 2020, 56,516 involved synthetic opioids. During much of this period, fentanyl has been the most commonly used synthetic opioid. This time when fentanyl was the most popular opioid has been called the "third wave" of the opioid crisis, partly because it led to a sharp rise in deaths from overdoses. Other synthetic opioids, such as carfentanil, protonitazene, and isotonitazene, have also become more widely diverted for nonmedical used. Carfentanil is an even more potent fentanyl derivative that was initially used in the mid-1980s as a general anesthetic for large animals such as elephants. Related to its strong affinity for mu opioid receptors, carfentanil is still utilized in medicine and science today as a radiotracer for positron emission tomography imaging. Protonitazene and isotonitazene belong to a novel class of synthetic opioids called benzimidazoles that were manufactured in the 1950s as novel analgesics. These agents have come under recent scrutiny as designer synthetic opioids becoming more prevalent. However, to date, there is incomplete data regarding the prevalence of synthetic opioids, as traditional toxicology screenings may not be sensitive to detect these compounds at such low doses post-mortem, particularly when blood is drawn from the periphery instead of central tissues such as the brain, lung, or heart. This narrative review aims to highlight the clinical challenges presented by these new synthetic opioids.
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Affiliation(s)
- Amber N Edinoff
- Department of Psychiatry, Harvard Medical School, Massachusetts General Hospital, 55 Fruit St, Boston, MA, 02114, USA.
- Louisiana Addiction Research Center, Shreveport, LA, 71103, USA.
| | - David Martinez Garza
- Department of Psychiatry, Harvard Medical School, Massachusetts General Hospital, 55 Fruit St, Boston, MA, 02114, USA
| | - Stephen P Vining
- Louisiana State University Health Science Center at Shreveport, School of Medicine, Shreveport, LA, 71103, USA
| | - Megan E Vasterling
- Louisiana State University Health at New Orleans, School of Medicine, New Orleans, LA, 70112, USA
| | - Eric D Jackson
- University of Arizona College of Medicine - Phoenix, Phoenix, AZ, 85004, USA
| | - Kevin S Murnane
- Louisiana Addiction Research Center, Shreveport, LA, 71103, USA
- Department of Psychiatry and Behavioral Medicine, Louisiana State University Health Science Center at Shreveport, Shreveport, LA, 71130, USA
- Department of Pharmacology, Toxicology & Neuroscience, Louisiana State University Health Science Center at Shreveport, Shreveport, LA, 71103, USA
| | - Adam M Kaye
- Department of Pharmacy Practice, Thomas J. Long School of Pharmacy and Health Sciences, University of the Pacific, Stockton, CA, 95211, USA
| | - Richard N Fair
- Department of Anesthesiology, Louisiana State University Health Science Center at Shreveport, 1501 Kings Highway, Shreveport, LA, 71130-3932, USA
| | - Yair Jose Lopez Torres
- Department of Anesthesiology, Louisiana State University Health Science Center at Shreveport, 1501 Kings Highway, Shreveport, LA, 71130-3932, USA
| | - Ahmed E Badr
- Department of Anesthesiology, Louisiana State University Health Science Center at Shreveport, 1501 Kings Highway, Shreveport, LA, 71130-3932, USA
| | - Elyse M Cornett
- Louisiana Addiction Research Center, Shreveport, LA, 71103, USA.
- Department of Anesthesiology, Louisiana State University Health Science Center at Shreveport, 1501 Kings Highway, Shreveport, LA, 71130-3932, USA.
- Department of Pharmacology, Toxicology & Neuroscience, Louisiana State University Health Science Center at Shreveport, Shreveport, LA, 71103, USA.
| | - Alan D Kaye
- Louisiana Addiction Research Center, Shreveport, LA, 71103, USA
- Department of Anesthesiology, Louisiana State University Health Science Center at Shreveport, 1501 Kings Highway, Shreveport, LA, 71130-3932, USA
- Department of Pharmacology, Toxicology & Neuroscience, Louisiana State University Health Science Center at Shreveport, Shreveport, LA, 71103, USA
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352
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Japarin RA, Harun N, Hassan Z, Shoaib M. Mitragynine, a primary constituent of kratom reinstates morphine-seeking behaviour in rats. Behav Pharmacol 2023; 34:123-130. [PMID: 36752325 DOI: 10.1097/fbp.0000000000000715] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/09/2023]
Abstract
Mitragynine (MG) is a pharmacologically active alkaloid derived from the leaves of Mitragyna speciosa Korth (Kratom). This plant has sparked significant interest as a potential alternative treatment for managing opioid dependence and withdrawal due to its opioid-like pharmacological effects. However, whether MG exposure would trigger opioid-seeking behaviour following abstinence has not been investigated. The present study examined the effects of MG priming on morphine-seeking behaviour in rats. Male Sprague-Dawley rats were initially trained to intravenously self-administer morphine (0.5 mg/kg/infusion) under a fixed ratio-3 schedule of reinforcement. Removal of both morphine infusions and drug-associated cues led to the subsequent extinction of the drug-seeking behaviour. Tests of reinstatement were made following exposure to a randomised order of intraperitoneal injections of MG (3, 10 and 30 mg/kg), morphine (5 mg/kg) and vehicle. Significant levels of drug-seeking behaviour were observed following extended access to morphine self-administration, which was extinguished following removal of morphine and cues indicative of morphine-seeking behaviour, supporting the relapse model. The present finding demonstrated that MG priming in a dose of 10 mg/kg resulted in the reinstatement of morphine-seeking behaviour, whereas the higher MG dose (30 mg/kg) tested suppressed the seeking response. This study indicated that exposure to a low MG dose may increase the likelihood of relapsing to opioids, suggesting that the potential of MG as a treatment for opioid management merits further scientific assessment of its ability to trigger relapse to opioid abuse.
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Affiliation(s)
| | - Norsyifa Harun
- Centre for Drug Research, Universiti Sains Malaysia, Gelugor, Malaysia
| | - Zurina Hassan
- Centre for Drug Research, Universiti Sains Malaysia, Gelugor, Malaysia
| | - Mohammed Shoaib
- Institute of Neuroscience, Medical School, Newcastle University, Newcastle upon Tyne, UK
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353
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Luba R, Jones J, Choi CJ, Comer S. Fentanyl withdrawal: Understanding symptom severity and exploring the role of body mass index on withdrawal symptoms and clearance. Addiction 2023; 118:719-726. [PMID: 36444486 PMCID: PMC9992259 DOI: 10.1111/add.16100] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/12/2022] [Accepted: 11/09/2022] [Indexed: 11/30/2022]
Abstract
BACKGROUND AND AIMS Fentanyl is a highly lipophilic mu opioid receptor agonist, increasingly found in heroin and other drug supplies, that is contributing to marked increases in opioid-related overdose and may be complicating treatment of opioid use disorder (OUD). This study aimed to measure the influence of body mass index (BMI) on fentanyl withdrawal and clearance. DESIGN, SETTING, PARTICIPANTS This secondary analysis, from a 10-day inpatient study on the safety and efficacy of sublingual dexmedetomidine for opioid withdrawal, includes participants with OUD (n = 150) recruited from three sites in New York, New Jersey and Florida, who were maintained on oral morphine (30 mg four times per day) for 5 days before starting study medication. Most participants (n = 118) tested positive for fentanyl on admission to the inpatient unit. MEASUREMENTS Urine toxicology and opioid withdrawal symptoms [Clinical Opioid Withdrawal Scale (COWS) and Short Opiate Withdrawal Scale (SOWS)] were assessed daily. The present analysis includes data on opioid withdrawal from days 1-5 of stabilization and urine toxicology data from days 1-10. FINDINGS Fentanyl status at admission was not significantly associated with COWS or SOWS scores after adjusting for sex, site and polysubstance use. Participants classified as overweight or obese (n = 66) had significantly higher odds of testing positive for fentanyl across days 1-10 [odds ratio (OR) = 1.65; P < 0.01] and higher SOWS maximum scores across morphine stabilization (P < 0.05) compared to those with a healthy BMI (n = 68). CONCLUSIONS Among inpatients with opioid use disorder, fentanyl status does not appear to be statistically significantly associated with Clinical Opioid Withdrawal Scale and Short Opiate Withdrawal Scale mean and maximum scores. High body mass index status (overweight or obese) appears to be an important predictor of slower fentanyl clearance and higher Short Opiate Withdrawal Scale maximum scores across the inpatient period than lower body mass index status.
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Affiliation(s)
- Rachel Luba
- Division on Substance Use Disorders, Department of Psychiatry and New York State Psychiatric Institute, Columbia University Irving Medical Center, New York, NY, USA
| | - Jermaine Jones
- Division on Substance Use Disorders, Department of Psychiatry and New York State Psychiatric Institute, Columbia University Irving Medical Center, New York, NY, USA
| | - C Jean Choi
- Division of Mental Health Data Science, New York State Psychiatric Institute, New York, NY, USA
| | - Sandra Comer
- Division on Substance Use Disorders, Department of Psychiatry and New York State Psychiatric Institute, Columbia University Irving Medical Center, New York, NY, USA
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354
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Saunders ME, Humphrey JL, Lambdin BH. Spatiotemporal Trends in Three Smoothed Overdose Death Rates in US Counties, 2012-2020. Prev Chronic Dis 2023; 20:E16. [PMID: 36952675 PMCID: PMC10038091 DOI: 10.5888/pcd20.220316] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/22/2023] Open
Affiliation(s)
- McKinley E Saunders
- Center for Health, Analytics, Media, and Policy, RTI International, 3040 East Cornwallis Rd, PO Box 12194, Research Triangle Park, NC 27709-2194
| | - Jamie L Humphrey
- Center for Health, Analytics, Media, and Policy, RTI International, Research Triangle Park, North Carolina
- Department of Environmental and Occupational Health, Dornsife School of Public Health, Drexel University, Philadelphia, Pennsylvania
| | - Barrot H Lambdin
- Community Health and Implementation Research Program, RTI International, Research Triangle Park, North Carolina
- Department of Epidemiology and Biostatistics, University of California, San Francisco
- Department of Global Health, University of Washington, Seattle
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355
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Shapira B, Berkovitz R, Haklai Z, Goldberger N, Lipshitz I, Rosca P. Trends and correlated outcomes in population-level prescription opioid and transdermal fentanyl use in Israel. Isr J Health Policy Res 2023; 12:9. [PMID: 36941731 PMCID: PMC10026220 DOI: 10.1186/s13584-023-00558-9] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2022] [Accepted: 03/11/2023] [Indexed: 03/23/2023] Open
Abstract
BACKGROUND In the last twenty years, there was a documented increase in prescription opioid procurement in Israel. However, there is still little evidence of the association between opioid procurement rates, health service utilisation in secondary care, and enrollment rates to substance use disorder treatment programmes. In this study, we show trends in the reports of opioid-related hospitalisations, emergency department visits, enrollment to community-based outpatient treatment for Prescription Opioid Use Disorder and opioid-related mortality rates. Additionally, we examine potential correlations between these health service utilisation rates and prescription opioid procurement rates at the population level, with a focus on transdermal fentanyl. METHODS A longitudinal study at the population level. We used seven-year data on indicators of opioid-related morbidity, prescription opioid procurement data for 2015-2021, and six-year opioid-related mortality data for 2015-2020. We measure the correlation between procurement rates of prescription opioids in Oral Morphine Equivalent per capita, and aggregated rates obtained from hospital administrative data for hospitalisations, emergency department visits, and patient enrolment in specialised prescription opioid use disorder outpatient treatment in the community setting. RESULTS Between 2015 and 2021, procurement rates in primary care per capita for all prescription opioids increased by 85%, while rates of transdermal fentanyl procurement increased by 162%. We found a significant positive correlation at the population level, between annual opioid procurement rates, and rates per population of opioid-related visits to emergency departments (r = 0.96, p value < 0.01, [CI 0.74-0.99]), as well as a positive correlation with the rates per population of patient enrolment in specialised prescription opioid use disorder outpatient treatment (r = 0.93, p value = 0.02, [CI 0.58-0.99]). Opioid-related mortality peaked in 2019 at 0.31 deaths per 100,000 but decreased to 0.20 deaths per 100,000 in 2020. CONCLUSION Data shows that all-opioid and transdermal fentanyl procurement has increased yearly between 2015 and 2021. This increase is positively correlated with a growing demand for community-based Prescription Opioid Use Disorder outpatient treatment. Efforts to reduce opioid-related morbidity may require effective approaches toward appropriate prescribing, monitoring, and further increasing access to prescription opioid outpatient treatment.
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Affiliation(s)
- Barak Shapira
- Division of Enforcement and Inspection, Ministry of Health, Jerusalem, Israel.
| | - Ronny Berkovitz
- Division of Enforcement and Inspection, Ministry of Health, Jerusalem, Israel
| | - Ziona Haklai
- Health Information Division, Ministry of Health, Jerusalem, Israel
| | | | - Irena Lipshitz
- Health Information Division, Ministry of Health, Jerusalem, Israel
| | - Paola Rosca
- Department for the Treatment of Substance Abuse, Ministry of Health, Jerusalem, Israel
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356
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Brien R, Volpe I, Grigg J, Lyons T, Hughes C, McKinnon G, Tzanetis S, Crawford S, Eade A, Lee N, Barratt MJ. Co-designing drug alerts for health and community workers for an emerging early warning system in Victoria, Australia. Harm Reduct J 2023; 20:30. [PMID: 36894933 PMCID: PMC9995746 DOI: 10.1186/s12954-023-00761-6] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2022] [Accepted: 02/24/2023] [Indexed: 03/11/2023] Open
Abstract
BACKGROUND Alerts about changes in unregulated drug markets may be useful for supporting health and community workers to anticipate, prevent, and respond to unexpected adverse drug events. This study aimed to establish factors influencing the successful design and implementation of drug alerts for use in clinical and community service settings in Victoria, Australia. METHODS An iterative mixed methods design was used to co-produce drug alert prototypes with practitioners and managers working across various alcohol and other drug services and emergency medicine settings. A quantitative needs-analysis survey (n = 184) informed five qualitative co-design workshops (n = 31). Alert prototypes were drafted based on findings and tested for utility and acceptability. Applicable constructs from the Consolidated Framework for Implementation Research helped to conceptualise factors that impact successful alert system design. RESULTS Timely and reliable alerts about unexpected drug market changes were important to nearly all workers (98%) yet many reported insufficient access to this kind of information (64%). Workers considered themselves 'conduits' for information-sharing and valued alerts for increasing exposure to drug market intelligence; facilitating communication about potential threats and trends; and improving capacity for effective responding to drug-related harm. Alerts should be 'shareable' across a range of clinical and community settings and audiences. To maximise engagement and impact, alerts must command attention, be easily recognisable, be available on multiple platforms (electronic and printable formats) in varying levels of detail, and be disseminated via appropriate notification mechanisms to meet the needs of diverse stakeholder groups. Three drug alert prototypes (SMS prompt, summary flyer, and a detailed poster) were endorsed by workers as useful for supporting their work responding to unexpected drug-related harms. DISCUSSION Alerts informed by coordinated early warning networks that offer close to real-time detection of unexpected substances can provide rapid, evidence-based drug market intelligence to inform preventive and responsive action to drug-related harm. The success of alert systems requires adequate planning and resourcing to support design, implementation, and evaluation, which includes consultation with all relevant audiences to understand how to maximise engagement with information, recommendations, and advice. Our findings about factors impacting successful alert design have utility to inform the development of local early warning systems.
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Affiliation(s)
- Rita Brien
- Turning Point, Eastern Health Statewide Services, Richmond, Australia.,Monash Addiction Research Centre, Eastern Health Clinical School, Monash University, Melbourne, Australia
| | - Isabelle Volpe
- Social and Global Studies Centre, RMIT University, Melbourne, Australia.,Drug Policy Modelling Program, Social Policy Research Centre, UNSW Sydney, Sydney, Australia
| | - Jasmin Grigg
- Turning Point, Eastern Health Statewide Services, Richmond, Australia.,Monash Addiction Research Centre, Eastern Health Clinical School, Monash University, Melbourne, Australia
| | - Tom Lyons
- Department of Health, State Government of Victoria, Melbourne, Australia
| | - Caitlin Hughes
- Law and Commerce, Flinders University, Adelaide, Australia.,National Drug and Alcohol Research Centre, UNSW, Sydney, Australia
| | - Ginny McKinnon
- Department of Health, State Government of Victoria, Melbourne, Australia
| | - Stephanie Tzanetis
- Harm Reduction Victoria (DanceWize), Melbourne, Australia.,CanTEST - Directions Health Services, Canberra, Australia
| | - Sione Crawford
- Harm Reduction Victoria (DanceWize), Melbourne, Australia
| | - Alan Eade
- Safer Care Victoria, Melbourne, Australia.,Department of Paramedicine, Monash University, Melbourne, Australia
| | - Nicole Lee
- 360Edge, Melbourne, Australia.,National Drug Research Institute, Curtin University, Perth, Australia
| | - Monica J Barratt
- Social and Global Studies Centre, RMIT University, Melbourne, Australia. .,National Drug and Alcohol Research Centre, UNSW, Sydney, Australia. .,Digital Ethnography Research Centre, RMIT University, Melbourne, Australia.
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357
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Matero M, Giorgi S, Curtis B, Ungar LH, Schwartz HA. Opioid death projections with AI-based forecasts using social media language. NPJ Digit Med 2023; 6:35. [PMID: 36882633 PMCID: PMC9992514 DOI: 10.1038/s41746-023-00776-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2022] [Accepted: 02/13/2023] [Indexed: 03/09/2023] Open
Abstract
Targeting of location-specific aid for the U.S. opioid epidemic is difficult due to our inability to accurately predict changes in opioid mortality across heterogeneous communities. AI-based language analyses, having recently shown promise in cross-sectional (between-community) well-being assessments, may offer a way to more accurately longitudinally predict community-level overdose mortality. Here, we develop and evaluate, TROP (Transformer for Opiod Prediction), a model for community-specific trend projection that uses community-specific social media language along with past opioid-related mortality data to predict future changes in opioid-related deaths. TOP builds on recent advances in sequence modeling, namely transformer networks, to use changes in yearly language on Twitter and past mortality to project the following year's mortality rates by county. Trained over five years and evaluated over the next two years TROP demonstrated state-of-the-art accuracy in predicting future county-specific opioid trends. A model built using linear auto-regression and traditional socioeconomic data gave 7% error (MAPE) or within 2.93 deaths per 100,000 people on average; our proposed architecture was able to forecast yearly death rates with less than half that error: 3% MAPE and within 1.15 per 100,000 people.
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Affiliation(s)
- Matthew Matero
- Department of Computer Science, Stony Brook University, Stony Brook, NY, USA.
| | - Salvatore Giorgi
- Department of Computer and Information Science, University of Pennsylvania, Philadelphia, PA, USA
- National Institute on Drug Abuse, National Institutes of Health, Baltimore, MD, USA
| | - Brenda Curtis
- National Institute on Drug Abuse, National Institutes of Health, Baltimore, MD, USA
| | - Lyle H Ungar
- Department of Computer and Information Science, University of Pennsylvania, Philadelphia, PA, USA
- Department of Psychology, University of Pennsylvania, Philadelphia, PA, USA
| | - H Andrew Schwartz
- Department of Computer Science, Stony Brook University, Stony Brook, NY, USA.
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358
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Butelman ER, Huang Y, Epstein DH, Shaham Y, Goldstein RZ, Volkow ND, Alia-Klein N. Overdose mortality rates for opioids or stimulants are higher in males than females, controlling for rates of drug misuse: State-level data. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.01.20.23284833. [PMID: 36711659 PMCID: PMC9882660 DOI: 10.1101/2023.01.20.23284833] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
Importance Drug overdoses from opioids like fentanyl and heroin and stimulant drugs such as methamphetamine and cocaine are a major cause of mortality in the United States, with potential sex differences across the lifespan. Objective To determine overdose mortality for specific drug categories across the lifespan of males and females, using a nationally representative state-level sample. Design State-level analyses of nationally representative epidemiological data on overdose mortality for specific drug categories, across 10-year age bins (age range: 15-74). Setting Population-based study of Multiple Cause of Death 2020-2021 data from the Centers of Disease Control and Prevention (CDC WONDER platform). Participants Decedents in the United States in 2020-2021. Main outcome measures The main outcome measure was sex-specific rates of overdose death (per 100,000) for: synthetic opioids excluding methadone (ICD-10 code: T40.4; predominantly fentanyl), heroin (T40.1), psychostimulants with potential for misuse, excluding cocaine (T43.6, predominantly methamphetamine; labeled "psychostimulants" hereafter), and cocaine (T40.5). Multiple regression analyses were used to control for ethnic-cultural background, household net worth, and sex-specific rate of misuse of the relevant substances (from the National Survey on Drug Use and Health, 2018-2019). Results For each of the drug categories assessed, males had greater overall overdose mortality than females, after controlling for rates of drug misuse. The mean male/female sex ratio of mortality rate for the separate drug categories was relatively stable across jurisdictions: synthetic opioids (2.5 [95%CI, 2.4-2.7]), heroin, (2.9 [95%CI, 2.7-3.1], psychostimulants (2.4 [95%CI, 2.3-2.5]), and cocaine (2.8 [95%CI, 2.6-2.9]). With data stratified in 10-year age bins, the sex difference generally survived adjustment for state-level ethnic-cultural and economic variables, and for sex-specific misuse of each drug type (especially for bins in the 25-64 age range). For synthetic opioids, the sex difference survived adjustment across the lifespan (i.e., 10-year age bins ranging from 15-74), including adolescence, adulthood and late adulthood. Conclusions and Relevance The robustly greater overdose mortality in males versus females for synthetic opioids (predominantly fentanyl), heroin, and stimulant drugs including methamphetamine and cocaine indicate that males who misuse these drugs are significantly more vulnerable to overdose deaths. These results call for research into diverse biological, behavioral, and social factors that underlie sex differences in human vulnerability to drug overdose.
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Affiliation(s)
- Eduardo R Butelman
- Neuropsychoimaging of Addiction and Related Conditions Research Program, Departments of Psychiatry and Neuroscience Icahn School of Medicine at Mount Sinai, New York, NY
| | - Yuefeng Huang
- Neuropsychoimaging of Addiction and Related Conditions Research Program, Departments of Psychiatry and Neuroscience Icahn School of Medicine at Mount Sinai, New York, NY
| | | | - Yavin Shaham
- National Institute on Drug Abuse (NIDA), Baltimore, MD
| | - Rita Z Goldstein
- Neuropsychoimaging of Addiction and Related Conditions Research Program, Departments of Psychiatry and Neuroscience Icahn School of Medicine at Mount Sinai, New York, NY
| | - Nora D Volkow
- National Institute on Drug Abuse (NIDA), Baltimore, MD
| | - Nelly Alia-Klein
- Neuropsychoimaging of Addiction and Related Conditions Research Program, Departments of Psychiatry and Neuroscience Icahn School of Medicine at Mount Sinai, New York, NY
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359
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Walters SM, Liu W, Lamuda P, Huh J, Brewer R, Johnson O, Bluthenthal RN, Taylor B, Schneider JA. A National Portrait of Public Attitudes toward Opioid Use in the US: A Latent Class Analysis. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:4455. [PMID: 36901465 PMCID: PMC10001548 DOI: 10.3390/ijerph20054455] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/10/2022] [Revised: 02/17/2023] [Accepted: 02/25/2023] [Indexed: 05/13/2023]
Abstract
BACKGROUND Opioid overdose rates have steadily been increasing in the United States (US) creating what is considered an overdose death crisis. The US has a mixture of public health and punitive policies aimed to address opioid use and the overdose crisis, yet little is known about public opinion relating to opioid use and policy support. Understanding the intersection of public opinion about opioid use disorder (OUD) and policy can be useful for developing interventions to address policy responses to overdose deaths. METHODS A national sample of cross-sectional data from the AmeriSpeak survey conducted from 27 February 2020 through 2 March 2020 was analyzed. Measures included attitudes toward OUD and policy beliefs. Latent class analysis, a person-centered approach, was used to identify groups of individuals endorsing similar stigma and policy beliefs. We then examined the relationship between the identified groups (i.e., classes) and key behavioral and demographic factors. RESULTS We identified three distinct groups: (1) "High Stigma/High Punitive Policy", (2) "High Stigma/Mixed Public Health and Punitive Policy", and (3) "Low Stigma/High Public Health Policy". People with higher levels of education had reduced odds of being in the "High Stigma/High Punitive Policy" group. CONCLUSION Public health policies are most effective in addressing OUD. We suggest targeting interventions toward the "High Stigma/Mixed Public Health and Punitive Policy" group since this group already displays some support for public health policies. Broader interventions, such as eliminating stigmatizing messaging in the media and redacting punitive policies, could reduce OUD stigma among all groups.
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Affiliation(s)
- Suzan M. Walters
- Department of Epidemiology, School of Global Public Health, New York University, New York, NY 10003, USA
- Center for Drug Use and HIV/HCV Research, New York, NY 10003, USA
| | - Weiwei Liu
- Public Health Department, NORC at the University of Chicago, Chicago, IL 60603, USA
| | - Phoebe Lamuda
- Public Health Department, NORC at the University of Chicago, Chicago, IL 60603, USA
| | - Jimi Huh
- Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA
| | - Russell Brewer
- Department of Medicine, University of Chicago, Chicago, IL 60637, USA
| | - O’Dell Johnson
- Southern Public Health and Criminal Justice Research Center, University of Arkansas for Medical Sciences, Little Rock, AR 72205, USA
| | - Ricky N. Bluthenthal
- Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA
| | - Bruce Taylor
- Public Health Department, NORC at the University of Chicago, Chicago, IL 60603, USA
| | - John A. Schneider
- Public Health Department, NORC at the University of Chicago, Chicago, IL 60603, USA
- Department of Medicine, University of Chicago, Chicago, IL 60637, USA
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360
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Sanjanwala AR, Lim G, Krans EE. Opioids and Opioid Use Disorder in Pregnancy. Obstet Gynecol Clin North Am 2023; 50:229-240. [PMID: 36822706 DOI: 10.1016/j.ogc.2022.10.015] [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: 02/23/2023]
Abstract
Overdose is a leading cause of pregnancy-associated morbidity and mortality in the United States. As such, all obstetric providers have a responsibility to provide evidence-based care for patients with opioid use disorder to mitigate adverse outcomes associated with substance use during pregnancy.
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Affiliation(s)
- Aalok R Sanjanwala
- Department of Obstetrics, Gynecology & Reproductive Sciences, Division of Maternal-Fetal Medicine, University of Pittsburgh School of Medicine, 300 Halket Street Pittsburgh, PA 15213, USA
| | - Grace Lim
- Department of Anesthesiology and Perioperative Medicine, University of Pittsburgh School of Medicine, 300 Halket Street, Pittsburgh, PA 15213, USA; Department of Obstetrics, Gynecology & Reproductive Sciences, University of Pittsburgh School of Medicine, 300 Halket Street, Pittsburgh, PA 15213, USA
| | - Elizabeth E Krans
- Department of Obstetrics, Gynecology & Reproductive Sciences, University of Pittsburgh School of Medicine, Magee-Womens Research Institute, 300 Halket Street, Pittsburgh, PA 15213, USA.
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361
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Ware OD, Sweeney MM, Cunningham C, Umbricht A, Stitzer M, Dunn KE. Bupropion Slow Release vs Placebo With Adaptive Incentives for Cocaine Use Disorder in Persons Receiving Methadone for Opioid Use Disorder: A Randomized Clinical Trial. JAMA Netw Open 2023; 6:e232278. [PMID: 36920397 PMCID: PMC10018324 DOI: 10.1001/jamanetworkopen.2023.2278] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/16/2023] Open
Abstract
IMPORTANCE Opioid-stimulant co-use is a common problem with few evidence-based treatments. OBJECTIVE To examine bupropion slow release (SR) enhancement of a tailored abstinence incentive program for stimulant use in persons with opioid use disorder. DESIGN, SETTING, AND PARTICIPANTS This 26-week, double-blind, placebo-controlled randomized clinical trial with a 4-week follow-up period was conducted at 4 methadone treatment programs in Baltimore, Maryland. Included participants were persons receiving methadone for the treatment of opioid use disorder with past 3-month cocaine use and current cocaine use disorder between March 2015 and September 2019. Data were analyzed from November 2020 through August 2022. INTERVENTIONS A 6-week incentive induction period with monetary incentives for evidence of cocaine abstinence during thrice-weekly urine testing was conducted. Persons achieving 2 weeks of consecutive abstinence during induction were assigned to the relapse prevention group (20 individuals); otherwise, individuals were assigned to the abstinence initiation group (60 individuals). Participants were randomized within incentive groups to bupropion SR (150 mg oral twice daily; 40 participants) or placebo (40 participants). Incentives were available until week 26, and study medication ended week 30. MAIN OUTCOMES AND MEASURES The mean percentage of participants with cocaine abstinence (by negative urinalysis or self-report) during weeks 7 to 26 (ie, the incentive intervention period) and 27 to 30 (ie, the follow-up period) and the percentage of participants testing negative for cocaine at weeks 26 and 30 were assessed. Main effects of medication collapsed across incentive conditions and sensitivity analyses of medications within incentive conditions were assessed. Analyses were conducted in the modified intention-to-treat sample (ie, 80 individuals who received ≥1 dose of study medication) and completers (ie, 52 individuals who completed ≥1 visit during week 30). RESULTS Among 80 participants (42 Black [52.5% ] and 35 White [43.8%]; mean [SD] age, 45.7 (9.4) years; 52 males [65.0%]) receiving methadone for opioid use disorder, 40 participants were randomized to receive bupropion SR and 40 participants to receive placebo. No significant difference on urinalysis or self-reported cocaine use was observed between medication groups. Sensitivity analyses revealed differential patterns for incentive subgroups. Participants in the relapse prevention group had high abstinence (>80%; eg, during weeks 7-26 in the modified intention-to-treat analysis, 410 of 456 samples [89.9%] from participants in the bupropion SR group tested negative for cocaine) throughout the trial regardless of whether they were randomized to bupropion SR or placebo. Participants in the abstinence initiation group had better outcomes with bupropion SR than placebo throughout the trial (mean [SD] total number of samples testing negative for cocaine, 30.3 [21.6] samples for bupropion SR vs 17.1 [14.9] samples for placebo; P = .05) and more participants receiving bupropion SR than placebo were abstinent at the end of the study (20 of 30 participants [66.7%] vs 9 of 30 participants [30.0%]; P = .04). CONCLUSIONS AND RELEVANCE In this randomized clinical trial, an overall benefit for bupropion SR vs placebo when combined with a financial abstinence incentive program was not observed. Results among incentive subgroups suggest that continued evaluation of medications, including bupropion SR, for stimulant treatment using a tailored approach that factors early abstinence into study design and interpretation may be needed. TRIAL REGISTRATION ClinicalTrials.gov Identifier: NCT02111798.
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Affiliation(s)
- Orrin D. Ware
- Johns Hopkins University School of Medicine, Baltimore, Maryland
- School of Social Work, University of North Carolina at Chapel Hill
| | - Mary M. Sweeney
- Johns Hopkins University School of Medicine, Baltimore, Maryland
- Now with National Institute of Mental Health, National Institutes of Health, Bethesda, Maryland
| | - Colin Cunningham
- Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Annie Umbricht
- Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Maxine Stitzer
- Johns Hopkins University School of Medicine, Baltimore, Maryland
- Friends Research Institute, Baltimore, Maryland
| | - Kelly E. Dunn
- Johns Hopkins University School of Medicine, Baltimore, Maryland
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362
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Rudolph AE, Rhodes SE. Network Correlates of Using a Syringe After an Injection Partner Among Women Who Inject Drugs in Philadelphia Pennsylvania. AIDS Behav 2023; 27:957-968. [PMID: 36198856 PMCID: PMC9974550 DOI: 10.1007/s10461-022-03832-0] [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] [Accepted: 08/21/2022] [Indexed: 11/01/2022]
Abstract
This analysis aims to identify relationship-level correlates of receptive syringe sharing among women who inject drugs in Philadelphia. Sixty-four women who injected daily were recruited from Prevention Point Philadelphia's syringe exchange program (9/2/20 - 11/23/20). Interviewer-administered surveys collected (1) individual-level demographics and risk behaviors and (2) relationship-level information about each past-6-month injection partner and injecting practices between the two. We built two separate log-binomial regression models which accounted for clustering of network members within participants to identify relationship-level correlates of using a syringe after a partner. Women reported injecting with a syringe previously used by 21.14% of partners. Women were more likely to use a syringe after sex partners (Adjusted Prevalence Ratio [APR]model_1=2.77) and those who provided injection assistance (APRmodel_1=1.92) or emotional support (APRmodel_2=6.19). Future harm reduction efforts could train women to negotiate safer injection practices with sex partners and those who provide injection assistance and/or emotional support.
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Affiliation(s)
- Abby E Rudolph
- Department of Epidemiology and Biostatistics, Temple University College of Public Health, 1301 Cecil B Moore Avenue, Ritter Annex 905, 19122, Philadelphia, PA, USA.
| | - Susanna E Rhodes
- Department of Epidemiology and Biostatistics, Temple University College of Public Health, 1301 Cecil B Moore Avenue, Ritter Annex 905, 19122, Philadelphia, PA, USA
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363
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Buprenorphine involvement in opioid overdose deaths: A retrospective analysis of postmortem toxicology in Marion County, Indiana, 2015-2021. DRUG AND ALCOHOL DEPENDENCE REPORTS 2023; 6:100131. [PMID: 36777895 PMCID: PMC9910498 DOI: 10.1016/j.dadr.2023.100131] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
Background Amidst an unprecedented overdose epidemic, the opioid partial agonist buprenorphine is a medication for opioid use disorder associated with reductions in overdose. Despite its efficacy, buprenorphine prescribing remains closely regulated, owing to concerns about misuse, and its possible role in overdoses. Methods A retrospective analysis of the Marion County, Indiana coroner's postmortem toxicology data for unintentional opioid-involved overdose deaths from 2015 through 2021. The county was chosen as a novel setting whose corner provided comprehensive overdose data. It contains Indianapolis, a large city in the US Midwest The 2,369 opioid-involved overdoses were analyzed for the presence of buprenorphine and its metabolite, as wel as potent substances associated with illicit drug use and overdose. Results Of the 2,369 postmortem toxicology records analyzed, 55 (2.3%) indicated presence of buprenorphine. Of buprenorphine-involved cases, 51 (92.7%) involved other potent substances such as fentanyl, heroin, cocaine, methadone, and amphetamines; 4 (7.3%) were attributed to buprenorphine and liver failure, diabetic ketoacidosis, or relatively less potent substances. Fentanyl was present in 28 cases (50.9%), benzodiazepines were present in 24 (43.6%). Black opioid decedents were considerably less likely to have buprenorphine in their toxicology than White decedents. Conclusions Buprenorphine was rarely detected in the postmortem toxicology of unintentional opioid overdoses in a major US city in the Midwest. In nearly all cases it was accompanied by other potent substances that more frequently cause fatal overdoses on their own. This study confirms findings from other geographic settings that the overdose mortality risks associated with buprenorphine are low.
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364
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Moses-Hampton MK, Povieng B, Ghorayeb JH, Zhang Y, Wu H. Chronic low back pain comorbidity count and its impact on exacerbating opioid and non-opioid prescribing behavior. Pain Pract 2023; 23:252-263. [PMID: 36447402 DOI: 10.1111/papr.13185] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2022] [Revised: 10/28/2022] [Accepted: 11/15/2022] [Indexed: 12/05/2022]
Abstract
RESEARCH OBJECTIVES The objective of the study was to determine the characteristics of chronic low back pain (CLBP) comorbidity and its impact on opioid and non-opioid treatments among Chicagoland patients with CLBP. DESIGN A retrospective cross-sectional study comparing differences in comorbidity and treatment patterns among Chicagoland patients with CLBP against a matched control arm without chronic low back pain (NCLBP). SETTING Academic hospital system outpatient services. PARTICIPANTS Using the International Classification of Diseases, 10th Revision codes (ICD 10) 9589 patients were identified with CLBP with a median age of 57 years old and 62.32% female distribution. The NCLBP group comprised 9589 age-, sex-, race-, and region-matched patients. RESULTS An increased prevalence across all 17 studied comorbidities was found in CLBP patients as compared to NCLBP patients. CLBP patients carried an average of 3.5 comorbidities compared with 2.4 comorbidities in NCLBP patients. Rheumatoid arthritis (RA), joint arthritis, and obesity had the strongest relationship with CLBP. Additionally, we found that the most prescribed treatment for CLBP were opioids, which ranked above NSAIDs and physical therapy. 56% of CLBP patients were prescribed opioids as compared to 36% of NCLBP patients (Odds Ratio = 2.28, 95% CI: 2.16-2.42). Tramadol was the agent with the strongest relationship to CLBP. CLBP patients were more likely to use two or more opioids concomitantly. The number of total treatments was positively associated with the number of comorbidities in both CLBP and NCLBP patients (Cochran-Armitage trend test p < 0.0001). CONCLUSIONS Chronic low back pain patients showed a higher number of comorbidities than their NCLBP counterparts. Comorbidity count trended positively with higher treatment burden with opioids being the most prescribed treatment, often with poly-opioid use, over conservative modalities such as NSAIDs and physical therapy.
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Affiliation(s)
- Malcolm K Moses-Hampton
- Department of Physical Medicine and Rehabilitation, Rush University Medical Center, Chicago, Illinois, USA
| | - Boss Povieng
- Department of Physical Medicine and Rehabilitation, Rush University Medical Center, Chicago, Illinois, USA
| | - Joe H Ghorayeb
- University of Medicine and Health Sciences, New York, New York, USA
| | - Yanyu Zhang
- Rush University Medical Center Bioinformatics and Biostatistics Core, Chicago, Illinois, USA
| | - Hong Wu
- Department of Physical Medicine and Rehabilitation, Rush University Medical Center, Rush University Medical College, Chicago, Illinois, USA
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365
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Tran EL, England LJ, Park Y, Denny CH, Kim SY. Systematic Review: Polysubstance Prevalence Estimates Reported during Pregnancy, US, 2009-2020. Matern Child Health J 2023; 27:426-458. [PMID: 36752906 PMCID: PMC10521102 DOI: 10.1007/s10995-023-03592-w] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/18/2023] [Indexed: 02/09/2023]
Abstract
INTRODUCTION The objective of this systematic review is to describe polysubstance studies and their prevalence estimates among pregnant people in the US. METHODS This review was not subject to protocol preparation or registration with the International Prospective Register of Systematic Reviews (PROSPERO) because outcome data were not reported. The Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) Checklist was followed. Four scientific literature databases were used to identify articles published from January 1, 2009 to June 3, 2020 reporting prenatal exposure to two or more substances in the US. A standardized process of title and abstract screening followed by a two-phase full-text review was used to assess study eligibility. RESULTS A total of 119 studies were included: 7 case-control studies, 7 clinical trials, 76 cohort studies, and 29 cross-sectional studies. Studies varied with respect to study design, time period, region, sampling and participant selection, substances assessed, and method of exposure ascertainment. Commonly reported polysubstance prevalence estimates among studies of pregnant people included combinations with alcohol, marijuana, and/or tobacco/nicotine. The range of prevalence estimates was wide (alcohol 1-99%; marijuana 3-95%; tobacco/nicotine 2-95%). DISCUSSION Polysubstance use during pregnancy is common, especially with alcohol, marijuana, and/or tobacco/nicotine. Future research to assess polysubstance use during pregnancy could help better describe patterns and ultimately help mitigate its effects on maternal and infant health outcomes.
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Affiliation(s)
- Emmy L Tran
- Division of Birth Defects and Infant Disorders, National Center On Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, 4770 Buford Highway, NE MS S106-3, Atlanta, GA, 30341, USA.
- Eagle Global Scientific, LLC, 2835 Brandywine Rd, Suite 200, Atlanta, GA, 30341, USA.
| | - Lucinda J England
- Division of Birth Defects and Infant Disorders, National Center On Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, 4770 Buford Highway, NE MS S106-3, Atlanta, GA, 30341, USA
| | - Youngjoo Park
- Division of Birth Defects and Infant Disorders, National Center On Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, 4770 Buford Highway, NE MS S106-3, Atlanta, GA, 30341, USA
- Oak Ridge Institute for Science and Education (ORISE), Oak Ridge, TN, USA
| | - Clark H Denny
- Division of Birth Defects and Infant Disorders, National Center On Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, 4770 Buford Highway, NE MS S106-3, Atlanta, GA, 30341, USA
| | - Shin Y Kim
- Division of Birth Defects and Infant Disorders, National Center On Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, 4770 Buford Highway, NE MS S106-3, Atlanta, GA, 30341, USA
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366
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Fischer B. The continuous opioid death crisis in Canada: changing characteristics and implications for path options forward. LANCET REGIONAL HEALTH. AMERICAS 2023; 19:100437. [PMID: 36950034 PMCID: PMC10025405 DOI: 10.1016/j.lana.2023.100437] [Citation(s) in RCA: 22] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/28/2022] [Revised: 01/12/2023] [Accepted: 01/12/2023] [Indexed: 02/05/2023]
Affiliation(s)
- Benedikt Fischer
- Centre for Applied Research in Mental Health and Addiction, Faculty of Health Sciences, Simon Fraser University, Vancouver, British Columbia, Canada
- Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada
- University of the Fraser Valley, Abbotsford, British Columbia, Canada
- School of Population Health, University of Auckland, Auckland, New Zealand
- Department of Psychiatry, Federal University of Sao Paulo, São Paulo, Brazil
- Centre for Research in Mental Health and Addiction, Simon Fraser University Faculty of Health Sciences, Suite 2400, 515 West Hastings Street, Vancouver, British Columbia, V6B 5K3, Canada.
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367
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Ray B, Richardson NJ, Attaway PR, Smiley-McDonald HM, Davidson P, Kral AH. A national survey of law enforcement post-overdose response efforts. THE AMERICAN JOURNAL OF DRUG AND ALCOHOL ABUSE 2023; 49:199-205. [PMID: 36820614 DOI: 10.1080/00952990.2023.2169615] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/24/2023]
Abstract
Background: Law enforcement agencies in the US have provided naloxone to officers and developed initiatives to follow-up after a non-fatal overdose. However, the prevalence and characteristics of these efforts have yet to be documented in research literature.Objectives: We sought to understand the national prevalence of naloxone provision among law enforcement and examine the implementation of post-overdose follow-up.Methods: We administered a survey on drug overdose response initiatives using a multimodal approach (online and mail) to a nationally representative sample of law enforcement agencies (N = 2,009; 50.1% response rate) drawn from the National Directory of Law Enforcement Administrators database. We further examine a subsample of agencies (N = 1,514) that equipped officers with naloxone who were also asked about post-overdose follow-up.Results: We found 81.7% of agencies reported officers were equipped with naloxone; among these, approximately one-third (30.3%) reported follow-up after an overdose. More than half (56.8%) of agencies indicated partnership in follow-up with emergency medical services as the most common partner (68.8%). There were 21.4% of agencies with a Quick Response Team, a popular national post-overdose model, and were more likely to indicate partnership with a substance use disorder treatment provider than when agencies were asked generally about partners in follow-up (74.5% and 26.2% respectively).Conclusion: Many law enforcement agencies across the US have equipped officers with naloxone, and about one-third of those are conducting follow-up to non-fatal overdose events. Post-overdose follow-up models and practices vary in ways that can influence treatment engagement and minimize harms against persons who use drugs.
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Affiliation(s)
- Bradley Ray
- RTI International, Research Triangle Park, NC, USA
| | | | | | | | - Pete Davidson
- Department of Medicine, Division Global Public Health, University of California, San Diego, CA, USA
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368
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Yang YC, Al-Garadi MA, Love JS, Cooper HLF, Perrone J, Sarker A. Can accurate demographic information about people who use prescription medications nonmedically be derived from Twitter? Proc Natl Acad Sci U S A 2023; 120:e2207391120. [PMID: 36787355 PMCID: PMC9974473 DOI: 10.1073/pnas.2207391120] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2022] [Accepted: 01/04/2023] [Indexed: 02/15/2023] Open
Abstract
Traditional substance use (SU) surveillance methods, such as surveys, incur substantial lags. Due to the continuously evolving trends in SU, insights obtained via such methods are often outdated. Social media-based sources have been proposed for obtaining timely insights, but methods leveraging such data cannot typically provide fine-grained statistics about subpopulations, unlike traditional approaches. We address this gap by developing methods for automatically characterizing a large Twitter nonmedical prescription medication use (NPMU) cohort (n = 288,562) in terms of age-group, race, and gender. Our natural language processing and machine learning methods for automated cohort characterization achieved 0.88 precision (95% CI:0.84 to 0.92) for age-group, 0.90 (95% CI: 0.85 to 0.95) for race, and 94% accuracy (95% CI: 92 to 97) for gender, when evaluated against manually annotated gold-standard data. We compared automatically derived statistics for NPMU of tranquilizers, stimulants, and opioids from Twitter with statistics reported in the National Survey on Drug Use and Health (NSDUH) and the National Emergency Department Sample (NEDS). Distributions automatically estimated from Twitter were mostly consistent with the NSDUH [Spearman r: race: 0.98 (P < 0.005); age-group: 0.67 (P < 0.005); gender: 0.66 (P = 0.27)] and NEDS, with 34/65 (52.3%) of the Twitter-based estimates lying within 95% CIs of estimates from the traditional sources. Explainable differences (e.g., overrepresentation of younger people) were found for age-group-related statistics. Our study demonstrates that accurate subpopulation-specific estimates about SU, particularly NPMU, may be automatically derived from Twitter to obtain earlier insights about targeted subpopulations compared to traditional surveillance approaches.
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Affiliation(s)
- Yuan-Chi Yang
- Department of Biomedical Informatics, School of Medicine, Emory University, Atlanta, GA30322
| | - Mohammed Ali Al-Garadi
- Department of Biomedical Informatics, School of Medicine, Emory University, Atlanta, GA30322
- Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN37232
| | - Jennifer S. Love
- Department of Emergency Medicine, Icahn School of Medicine at Mount Sinai, New York, NY10029
| | - Hannah L. F. Cooper
- Department of Behavioral Sciences and Health Education, Rollins School of Public Health, Emory University, Atlanta, GA30322
| | - Jeanmarie Perrone
- Department of Emergency Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA19104
| | - Abeed Sarker
- Department of Biomedical Informatics, School of Medicine, Emory University, Atlanta, GA30322
- Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA30332
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369
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Carpenter KA, Altman RB. Using GPT-3 to Build a Lexicon of Drugs of Abuse Synonyms for Social Media Pharmacovigilance. Biomolecules 2023; 13:biom13020387. [PMID: 36830756 PMCID: PMC9953178 DOI: 10.3390/biom13020387] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2023] [Revised: 02/09/2023] [Accepted: 02/16/2023] [Indexed: 02/22/2023] Open
Abstract
Drug abuse is a serious problem in the United States, with over 90,000 drug overdose deaths nationally in 2020. A key step in combating drug abuse is detecting, monitoring, and characterizing its trends over time and location, also known as pharmacovigilance. While federal reporting systems accomplish this to a degree, they often have high latency and incomplete coverage. Social-media-based pharmacovigilance has zero latency, is easily accessible and unfiltered, and benefits from drug users being willing to share their experiences online pseudo-anonymously. However, unlike highly structured official data sources, social media text is rife with misspellings and slang, making automated analysis difficult. Generative Pretrained Transformer 3 (GPT-3) is a large autoregressive language model specialized for few-shot learning that was trained on text from the entire internet. We demonstrate that GPT-3 can be used to generate slang and common misspellings of terms for drugs of abuse. We repeatedly queried GPT-3 for synonyms of drugs of abuse and filtered the generated terms using automated Google searches and cross-references to known drug names. When generated terms for alprazolam were manually labeled, we found that our method produced 269 synonyms for alprazolam, 221 of which were new discoveries not included in an existing drug lexicon for social media. We repeated this process for 98 drugs of abuse, of which 22 are widely-discussed drugs of abuse, building a lexicon of colloquial drug synonyms that can be used for pharmacovigilance on social media.
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Affiliation(s)
- Kristy A. Carpenter
- Department of Biomedical Data Science, Stanford University, Stanford, CA 94305, USA
| | - Russ B. Altman
- Department of Biomedical Data Science, Stanford University, Stanford, CA 94305, USA
- Departments of Bioengineering, Genetics, and Medicine, Stanford University, Stanford, CA 94305, USA
- Correspondence:
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Gogarnoiu ES, Vogt CD, Sanchez J, Bonifazi A, Saab E, Shaik AB, Soler-Cedeño O, Bi GH, Klein B, Xi ZX, Lane JR, Newman AH. Dopamine D 3/D 2 Receptor Ligands Based on Cariprazine for the Treatment of Psychostimulant Use Disorders That May Be Dual Diagnosed with Affective Disorders. J Med Chem 2023; 66:1809-1834. [PMID: 36661568 PMCID: PMC11100975 DOI: 10.1021/acs.jmedchem.2c01624] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
Highly selective dopamine D3 receptor (D3R) partial agonists/antagonists have been developed for the treatment of psychostimulant use disorders (PSUD). However, none have reached the clinic due to insufficient potency/efficacy or potential cardiotoxicity. Cariprazine, an FDA-approved drug for the treatment of schizophrenia and bipolar disorder, is a high-affinity D3R partial agonist (Ki = 0.22 nM) with 3.6-fold selectivity over the homologous dopamine D2 receptor (D2R). We hypothesized that compounds that are moderately D3R/D2R-selective partial agonists/antagonists may be effective for the treatment of PSUD. By systematically modifying the parent molecule, we discovered partial agonists/antagonists, as measured in bioluminescence resonance energy transfer (BRET)-based assays, with high D3R affinities (Ki = 0.14-50 nM) and moderate selectivity (<100-fold) over D2R. Cariprazine and two lead analogues, 13a and 13e, decreased cocaine self-administration (FR2; 1-10 mg/kg, i.p.) in rats, suggesting that partial agonists/antagonists with modest D3R/D2R selectivity may be effective in treating PSUD and potentially comorbidities with other affective disorders.
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Affiliation(s)
- Emma S. Gogarnoiu
- Medicinal Chemistry Section, Molecular Targets and Medications Discovery Branch, National Institute on Drug Abuse – Intramural Research Program, National Institutes of Health, 333 Cassell Drive, Baltimore, Maryland 21224, United States
| | - Caleb D. Vogt
- Medicinal Chemistry Section, Molecular Targets and Medications Discovery Branch, National Institute on Drug Abuse – Intramural Research Program, National Institutes of Health, 333 Cassell Drive, Baltimore, Maryland 21224, United States
| | - Julie Sanchez
- Division of Physiology, Pharmacology and Neuroscience, School of Life Sciences, Queen’s Medical Centre, University of Nottingham, Nottingham NG7 2UH, United Kingdom
- Centre of Membrane Protein and Receptors, Universities of Birmingham and Nottingham, Midlands NG2 7AG, United Kingdom
| | - Alessandro Bonifazi
- Medicinal Chemistry Section, Molecular Targets and Medications Discovery Branch, National Institute on Drug Abuse – Intramural Research Program, National Institutes of Health, 333 Cassell Drive, Baltimore, Maryland 21224, United States
| | - Elizabeth Saab
- Medicinal Chemistry Section, Molecular Targets and Medications Discovery Branch, National Institute on Drug Abuse – Intramural Research Program, National Institutes of Health, 333 Cassell Drive, Baltimore, Maryland 21224, United States
| | - Anver Basha Shaik
- Medicinal Chemistry Section, Molecular Targets and Medications Discovery Branch, National Institute on Drug Abuse – Intramural Research Program, National Institutes of Health, 333 Cassell Drive, Baltimore, Maryland 21224, United States
| | - Omar Soler-Cedeño
- Medicinal Chemistry Section, Molecular Targets and Medications Discovery Branch, National Institute on Drug Abuse – Intramural Research Program, National Institutes of Health, 333 Cassell Drive, Baltimore, Maryland 21224, United States
| | - Guo-Hua Bi
- Medicinal Chemistry Section, Molecular Targets and Medications Discovery Branch, National Institute on Drug Abuse – Intramural Research Program, National Institutes of Health, 333 Cassell Drive, Baltimore, Maryland 21224, United States
| | - Benjamin Klein
- Medicinal Chemistry Section, Molecular Targets and Medications Discovery Branch, National Institute on Drug Abuse – Intramural Research Program, National Institutes of Health, 333 Cassell Drive, Baltimore, Maryland 21224, United States
| | - Zheng-Xiong Xi
- Medicinal Chemistry Section, Molecular Targets and Medications Discovery Branch, National Institute on Drug Abuse – Intramural Research Program, National Institutes of Health, 333 Cassell Drive, Baltimore, Maryland 21224, United States
| | - J. Robert Lane
- Division of Physiology, Pharmacology and Neuroscience, School of Life Sciences, Queen’s Medical Centre, University of Nottingham, Nottingham NG7 2UH, United Kingdom
- Centre of Membrane Protein and Receptors, Universities of Birmingham and Nottingham, Midlands NG2 7AG, United Kingdom
| | - Amy Hauck Newman
- Medicinal Chemistry Section, Molecular Targets and Medications Discovery Branch, National Institute on Drug Abuse – Intramural Research Program, National Institutes of Health, 333 Cassell Drive, Baltimore, Maryland 21224, United States
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Rockett IRH, Ali B, Caine ED, Shepard DS, Banerjee A, Nolte KB, Connery HS, Larkin GL, Stack S, White FMM, Jia H, Cossman JS, Feinberg J, Stover AN, Miller TR. Escalating costs of self-injury mortality in the 21st century United States: an interstate observational study. BMC Public Health 2023; 23:285. [PMID: 36755229 PMCID: PMC9906586 DOI: 10.1186/s12889-023-15188-8] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2022] [Accepted: 02/02/2023] [Indexed: 02/10/2023] Open
Abstract
BACKGROUND Estimating the economic costs of self-injury mortality (SIM) can inform health planning and clinical and public health interventions, serve as a basis for their evaluation, and provide the foundation for broadly disseminating evidence-based policies and practices. SIM is operationalized as a composite of all registered suicides at any age, and 80% of drug overdose (intoxication) deaths medicolegally classified as 'accidents,' and 90% of corresponding undetermined (intent) deaths in the age group 15 years and older. It is the long-term practice of the United States (US) Centers for Disease Control and Prevention (CDC) to subsume poisoning (drug and nondrug) deaths under the injury rubric. This study aimed to estimate magnitude and change in SIM and suicide costs in 2019 dollars for the United States (US), including the 50 states and the District of Columbia. METHODS Cost estimates were generated from underlying cause-of-death data for 1999/2000 and 2018/2019 from the US Centers for Disease Control and Prevention's (CDC's) Wide-ranging ONline Data for Epidemiologic Research (WONDER). Estimation utilized the updated version of Medical and Work Loss Cost Estimation Methods for CDC's Web-based Injury Statistics Query and Reporting System (WISQARS). Exposures were medical expenditures, lost work productivity, and future quality of life loss. Main outcome measures were disaggregated, annual-averaged total and per capita costs of SIM and suicide for the nation and states in 1999/2000 and 2018/2019. RESULTS 40,834 annual-averaged self-injury deaths in 1999/2000 and 101,325 in 2018/2019 were identified. Estimated national costs of SIM rose by 143% from $0.46 trillion to $1.12 trillion. Ratios of quality of life and work losses to medical spending in 2019 US dollars in 2018/2019 were 1,476 and 526, respectively, versus 1,419 and 526 in 1999/2000. Total national suicide costs increased 58%-from $318.6 billion to $502.7 billion. National per capita costs of SIM doubled from $1,638 to $3,413 over the observation period; costs of the suicide component rose from $1,137 to $1,534. States in the top quintile for per capita SIM, those whose cost increases exceeded 152%, concentrated in the Great Lakes, Southeast, Mideast and New England. States in the bottom quintile, those with per capita cost increases below 70%, were located in the Far West, Southwest, Plains, and Rocky Mountain regions. West Virginia exhibited the largest increase at 263% and Nevada the smallest at 22%. Percentage per capita cost increases for suicide were smaller than for SIM. Only the Far West, Southwest and Mideast were not represented in the top quintile, which comprised states with increases of 50% or greater. The bottom quintile comprised states with per capita suicide cost increases below 24%. Regions represented were the Far West, Southeast, Mideast and New England. North Dakota and Nevada occupied the extremes on the cost change continuum at 75% and - 1%, respectively. CONCLUSION The scale and surge in the economic costs of SIM to society are large. Federal and state prevention and intervention programs should be financed with a clear understanding of the total costs-fiscal, social, and personal-incurred by deaths due to self-injurious behaviors.
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Affiliation(s)
- Ian R H Rockett
- Department of Epidemiology and Biostatistics, West Virginia University School of Public Health, One Medical Center Drive, Morgantown, WV, 26506-9190, USA.
- Department of Psychiatry, University of Rochester Medical Center, 300 Crittenden Blvd, Rochester, NY, 14642, USA.
| | - Bina Ali
- Pacific Institute for Research and Evaluation, 4061 Powder Mill Rd, Beltsville, MD, 20705, USA
| | - Eric D Caine
- Department of Psychiatry, University of Rochester Medical Center, 300 Crittenden Blvd, Rochester, NY, 14642, USA
| | - Donald S Shepard
- Cost and Value Group, Heller School for Social Policy and Management, Brandeis University, 415 South St, Waltham, MA, 02453, USA
| | - Aniruddha Banerjee
- Department of Geography, Indiana University-Purdue University at Indianapolis, Cavanaugh Hall 441, 425 University Blvd., Indianapolis, IN, 46202, USA
| | - Kurt B Nolte
- Department of Pathology, University of New Mexico School of Medicine, MSC08-4640, Albuquerque, NM, 87131, USA
| | - Hilary S Connery
- McLean Hospital, 115 Mill Street, Mail Stop 222, Belmont, MA, 02478-1064, USA
- Department of Psychiatry, Harvard Medical School, 2 West, Room 305, 401 Park Drive, Boston, MA, 02215, USA
| | - G Luke Larkin
- Northeast Ohio Medical University, 4209 St. Rt. 44, PO Box 95, Rootstown, OH, 44272, USA
| | - Steven Stack
- Department of Criminology and Criminal Justice, Wayne State University, 3293 Faculty/Administration Building (FAB) 656 W. Kirby St, Detroit, MI, 48202, USA
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Tolan Park Medical Building, 3901 Chrysler Service Drive, Detroit, MI, 48201-2167, USA
| | - Franklin M M White
- Department of Community Health and Epidemiology, Dalhousie University, 5790 University Ave, Halifax, NS, B3H 1V7, Canada
| | - Haomiao Jia
- Department of Biostatistics, Mailman School of Public Health, Columbia University, 722 W 168th St, New York, NY, 10032, USA
- School of Nursing, Columbia University, 560 W 168th St, New York, NY, 10032, USA
| | - Jeralynn S Cossman
- College for Health, Community and Policy, University of Texas-San Antonio, One UTSA Circle, San Antonio, TX, 78249-3209, USA
| | - Judith Feinberg
- Departments of Behavioral Medicine and Psychiatry and Medicine, Infectious Diseases, West Virginia University School of Medicine, 30 Chestnut Ridge Rd, Morgantown, WV, 26506, USA
| | - Amanda N Stover
- Eshelman School of Pharmacy, University of North Carolina at Asheville, One University Heights, 2214 Kerr Hall, Asheville, NC, 28804, USA
| | - Ted R Miller
- Pacific Institute for Research and Evaluation, 4061 Powder Mill Rd, Beltsville, MD, 20705, USA
- Centre for Population Health Research, Curtin University, 208 Kent St, Bentley, WA, 6102, Australia
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372
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Post-overdose follow-up in the community with peer recovery specialists: the Lake Superior Diversion and Substance Use Response Team. DRUG AND ALCOHOL DEPENDENCE REPORTS 2023; 6:100139. [PMID: 36994366 PMCID: PMC10040321 DOI: 10.1016/j.dadr.2023.100139] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/02/2022] [Revised: 01/30/2023] [Accepted: 01/30/2023] [Indexed: 02/03/2023]
Abstract
Background As the overdose epidemic continues to worsen, nonfatal overdose calls for service represent a critical touchpoint for intervention. While most studies have focused on law enforcement led post-overdose follow-up, the current study describes the programmatic characteristics and outcomes of a non-law enforcement post overdose program comprised of peer specialists embedded within a local police department. Methods We examined information on 341 follow-up responses occurring over a 16-month study period using administrative data. We assessed programmatic characteristics including demographic information on clients, referral source, engagement type, and goal completion. Results The results indicate that over 60% of client referrals ended in the goal of in-person contact. Of those, about 80% went on to complete an engagement goal with the peer specialist. We found no significant variation in client demographics and referral source or follow-up engagement (in-person or not); however, client referrals from law enforcement first responders, the most common source, are significantly less likely to result in an in-person contact, though, if contact is made, similarly likely to complete an engagement goal. Conclusions Post overdose response programs that do not involve law enforcement are exceedingly rare. Given that some research has shown that police involvement in post overdose response can have unexpected, associated harms, it is important to assess the effectiveness of post overdose programs that do not involve the police. Findings here suggest that this type of program is successful at locating and engaging community members into recovery support services who have experienced an overdose.
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373
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Olfson M, Waidmann T, King M, Pancini V, Schoenbaum M. Population-Based Opioid Prescribing and Overdose Deaths in the USA: an Observational Study. J Gen Intern Med 2023; 38:390-398. [PMID: 35657466 PMCID: PMC9905341 DOI: 10.1007/s11606-022-07686-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/20/2022] [Accepted: 05/20/2022] [Indexed: 12/01/2022]
Abstract
BACKGROUND Rising opioid-related death rates have prompted reductions of opioid prescribing, yet limited data exist on population-level associations between opioid prescribing and opioid-related deaths. OBJECTIVE To evaluate population-level associations between five opioid prescribing measures and opioid-related deaths. DESIGN An ecological panel analysis was performed using linear regression models with year and commuting zone fixed effects. PARTICIPANTS People ≥10 years aggregated into 886 commuting zones, which are geographic regions collectively comprising the entire USA. MAIN MEASURES Annual opioid prescriptions were measured with IQVIA Real World Longitudinal Prescription Data including 76.5% (2009) to 90.0% (2017) of US prescriptions. Prescription measures included opioid prescriptions per capita, percent of population with ≥1 opioid prescription, percent with high-dose prescription, percent with long-term prescription, and percent with opioid prescriptions from ≥3 prescribers. Outcomes were age- and sex-standardized associations of change in opioid prescriptions with change in deaths involving any opioids, synthetics other than methadone, heroin but not synthetics or methadone, and prescription opioids, but not other opioids. KEY RESULTS Change in total regional opioid-related deaths was positively correlated with change in regional opioid prescriptions per capita (β=.110, p<.001), percent with ≥1 opioid prescription (β=.100, p=.001), and percent with high-dose prescription (β=.081, p<.001). Change in total regional deaths involving prescription opioids was positively correlated with change in all five opioid prescribing measures. Conversely, change in total regional deaths involving synthetic opioids was negatively correlated with change in percent with long-term opioid prescriptions and percent with ≥3 prescribers, but not for persons ≥45 years. Change in total regional deaths in heroin was not associated with change in any prescription measure. CONCLUSIONS Regional decreases in opioid prescriptions were associated with declines in overdose deaths involving prescription opioids, but were also associated with increases in deaths involving synthetic opioids (primarily fentanyl). Individual-level inferences are limited by the ecological nature of the analysis.
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Affiliation(s)
- Mark Olfson
- New York State Psychiatric Institute/Department of Psychiatry, Columbia University Vagelos College of Physicians & Surgeons, 1051 Riverside Drive, New York, NY, USA.
- Columbia University Mailman School of Public Health, New York, NY, USA.
| | | | - Marissa King
- School of Management, Yale University, New Haven, CT, USA
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374
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Stewart RE, Cardamone NC, Schachter A, Becker C, McKay JR, Becker-Haimes EM. A systematic review of brief, freely accessible, and valid self-report measures for substance use disorders and treatment. Drug Alcohol Depend 2023; 243:109729. [PMID: 36535096 PMCID: PMC9872256 DOI: 10.1016/j.drugalcdep.2022.109729] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/12/2022] [Revised: 10/26/2022] [Accepted: 11/25/2022] [Indexed: 12/13/2022]
Abstract
BACKGROUND Self-report measures can improve evidence-based assessment practices in substance use disorder treatment, but many measures are burdensome and costly, limiting their utility in community practice and non-specialty healthcare settings. This systematic review identified and evaluated the psychometric properties of brief, free, and readily accessible self-report measures of substance use and related factors. METHODS We searched two electronic databases (PsycINFO and PubMed) in May 2021 for published literature on scales, measures, or instruments related to substance use, substance use treatment, and recovery, and extracted the names of all measures. Measures were included if they were: (1) brief (25 items or fewer), (2) freely accessible in a ready-to-use format, and (3) had published psychometric data. RESULTS An initial search returned 411 measures, of which 73 (18%) met criteria for inclusion. Included measures assessed a variety of substances (e.g., alcohol, nicotine, opioids, cannabinoids, cocaine) and measurement domains (e.g., use, severity, expectancies, withdrawal). Among these measures, 14 (19%) were classified as psychometrically "excellent," 27 (37%) were rated as "good," 32 (44%) were "adequate." CONCLUSIONS Despite the shift toward evidence-based assessment in substance use disorder treatment in the last twenty years, key areas of public health concern are lacking pragmatic, psychometrically valid measures. Among the brief measures we reviewed, less than a fifth met criteria for psychometric "excellence" and most of these instruments fell into one measurement domain: screening for problematic substance use. Future research should focus both on improving the evidence base for existing brief self-report measures and creating new low-burden measures for specific substances and treatment constructs.
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Affiliation(s)
- Rebecca E Stewart
- University of Pennsylvania, Department of Psychiatry, Philadelphia, PA 19104, USA.
| | - Nicholas C Cardamone
- University of Pennsylvania, Department of Psychiatry, Philadelphia, PA 19104, USA.
| | - Allison Schachter
- University of Pennsylvania, Department of Psychiatry, Philadelphia, PA 19104, USA.
| | - Chloe Becker
- George Washington University School of Medicine and Health Sciences, Ross Hall, 2300 Eye Street, NW, Washington, D.C. 20037, USA.
| | - James R McKay
- University of Pennsylvania, Department of Psychiatry, Philadelphia, PA 19104, USA; Crescenz Department of Veteran Affairs Medical Center, 3900 Woodland Ave, Philadelphia, PA 19104, USA.
| | - Emily M Becker-Haimes
- University of Pennsylvania, Department of Psychiatry, Philadelphia, PA 19104, USA; Hall Mercer Community Mental Health, University of Pennsylvania, 800 Spruce St, Philadelphia, PA 19107, USA.
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375
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Saloner B, Li W, Flores M, Progovac AM, Lê Cook B. A Widening Divide: Cigarette Smoking Trends Among People With Substance Use Disorder And Criminal Legal Involvement. Health Aff (Millwood) 2023; 42:187-196. [PMID: 36745833 PMCID: PMC10157835 DOI: 10.1377/hlthaff.2022.00901] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
People with substance use disorder (SUD) smoke cigarettes at a rate more than twice that of the general population. Policies and programs have focused on promoting smoking cessation among people with SUD, yet it is unclear whether interventions have adequately reached the subgroup involved in the criminal legal system, who have among the highest smoking rates. Drawing on repeated cross-sections of the National Survey on Drug Use and Health, we found that smoking rates declined by 9.4 percentage points overall among people with SUD from 2010 to 2019, but rates remained virtually unchanged among the subgroup with criminal legal involvement. In regression analyses focused on people with SUD, three-quarters of the excess smoking burden for those with criminal legal involvement at baseline (2010-13) was accounted for by controlling for sociodemographics, substance use type, health insurance, and recent SUD treatment. However, even after we controlled for these same factors, the disparity in smoking prevalence among people with SUD between those with and without criminal legal involvement remained constant over time. These findings underscore the need for smoking cessation interventions focused on the criminal legal system, including correctional facilities and SUD treatment programs that serve people in this population.
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Affiliation(s)
- Brendan Saloner
- Brendan Saloner , Johns Hopkins University, Baltimore, Maryland
| | - Wenshu Li
- Wenshu Li, Foundation Medicine, Cambridge, Massachusetts
| | - Michael Flores
- Michael Flores, Cambridge Health Alliance and Harvard University, Cambridge, Massachusetts
| | - Ana M Progovac
- Ana M. Progovac, Cambridge Health Alliance and Harvard University
| | - Benjamin Lê Cook
- Benjamin Lê Cook, Cambridge Health Alliance and Harvard University
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376
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Bailey A, Harrington C, Evans EA. A scoping review of community-based post-opioid overdose intervention programs: implications of program structure and outcomes. HEALTH & JUSTICE 2023; 11:3. [PMID: 36707446 PMCID: PMC9883127 DOI: 10.1186/s40352-022-00201-w] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/01/2022] [Accepted: 12/14/2022] [Indexed: 06/18/2023]
Abstract
BACKGROUND An emergent intervention to address the opioid epidemic is the use of multidisciplinary outreach teams which connect an individual in the community to healthcare resources after the experience of an opioid overdose. While these interventions are receiving federal funding, less is known empirically to inform future interventions. Understanding the process and outcomes of these interventions is advisable due to the novel partnerships of public health and law enforcement agencies who sometimes hold divergent goals. The objective of the present review was to describe program structure and evaluated outcomes of community-based post-overdose interventions. RESULTS A search of PubMed, PsycInfo, and Web of Science yielded 5 peer-reviewed articles that detail the implementation and outcomes of interventions delivered in the United States published from 2001 to July 2021. Most interventions used a multidisciplinary outreach team and referenced first responder data to contact individuals who recently experienced an overdose at their residence. Services offered often included referral to substance use treatment, recovery coaches, and social services. Method of outreach, evaluation measures, and outcomes varied. From the available literature, facilitators of program engagement included communication, information sharing, and leadership buy-in among multidisciplinary partners. CONCLUSIONS Future studies could benefit from exploration of service provision in rural areas, for family affected by overdose, and for minoritized populations. Community-based post-overdose interventions utilizing a law enforcement partnership are emergent with promising yet limited examples in empirical literature.
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Affiliation(s)
- Amelia Bailey
- Department of Health Promotion and Policy, School of Public Health and Health Sciences, University of Massachusetts Amherst, Amherst, MA 01003 USA
- Department of Behavioral and Social Sciences, School of Public Health, Brown University, Providence, RI 02912 USA
| | - Calla Harrington
- Department of Health Promotion and Policy, School of Public Health and Health Sciences, University of Massachusetts Amherst, Amherst, MA 01003 USA
| | - Elizabeth A. Evans
- Department of Health Promotion and Policy, School of Public Health and Health Sciences, University of Massachusetts Amherst, Amherst, MA 01003 USA
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377
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Walters SM, Felsher M, Frank D, Jaiswal J, Townsend T, Muncan B, Bennett AS, Friedman SR, Jenkins W, Pho MT, Fletcher S, Ompad DC. I Don't Believe a Person Has to Die When Trying to Get High: Overdose Prevention and Response Strategies in Rural Illinois. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:1648. [PMID: 36674402 PMCID: PMC9864395 DOI: 10.3390/ijerph20021648] [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: 11/16/2022] [Revised: 01/10/2023] [Accepted: 01/13/2023] [Indexed: 06/17/2023]
Abstract
BACKGROUND Overdose is a leading cause of morbidity and mortality among people who inject drugs. Illicitly manufactured fentanyl is now a major driver of opioid overdose deaths. METHODS Semi-structured interviews were conducted with 23 participants (19 persons who inject drugs and 4 service providers) from rural southern Illinois. Data were analyzed using constant comparison and theoretical sampling methods. RESULTS Participants were concerned about the growing presence of fentanyl in both opioids and stimulants, and many disclosed overdose experiences. Strategies participants reported using to lower overdose risk included purchasing drugs from trusted sellers and modifying drug use practices by partially injecting and/or changing the route of transmission. Approximately half of persons who inject drugs sampled had heard of fentanyl test strips, however fentanyl test strip use was low. To reverse overdoses, participants reported using cold water baths. Use of naloxone to reverse overdose was low. Barriers to naloxone access and use included fear of arrest and opioid withdrawal. CONCLUSIONS People who inject drugs understood fentanyl to be a potential contaminant in their drug supply and actively engaged in harm reduction techniques to try to prevent overdose. Interventions to increase harm reduction education and information about and access to fentanyl test strips and naloxone would be beneficial.
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Affiliation(s)
- Suzan M. Walters
- Department of Epidemiology, School of Global Public Health, New York University, New York, NY 10003, USA
- Center for Drug Use and HIV/HCV Research, New York, NY 10003, USA
| | - Marisa Felsher
- College of Population Health, Thomas Jefferson University, Philadelphia, PA 19107, USA
| | - David Frank
- Center for Drug Use and HIV/HCV Research, New York, NY 10003, USA
- Department of Social and Behavioral Sciences, School of Global Public Health, New York University, New York, NY 10003, USA
| | - Jessica Jaiswal
- Department of Health Science, University of Alabama, Tuscaloosa, AL 35487, USA
| | - Tarlise Townsend
- Department of Population Health, New York University Grossman School of Medicine, New York, NY 10016, USA
| | - Brandon Muncan
- Renaissance School of Medicine, Stony Brook University, Stony Brook, NY 11794, USA
| | - Alex S. Bennett
- Center for Drug Use and HIV/HCV Research, New York, NY 10003, USA
- Department of Social and Behavioral Sciences, School of Global Public Health, New York University, New York, NY 10003, USA
| | - Samuel R. Friedman
- Center for Drug Use and HIV/HCV Research, New York, NY 10003, USA
- Department of Population Health, New York University Grossman School of Medicine, New York, NY 10016, USA
| | - Wiley Jenkins
- Department of Population Science and Policy, SIU School of Medicine, Springfield, IL 62702, USA
| | - Mai T. Pho
- Department of Medicine, University of Chicago, Chicago, IL 60637, USA
| | | | - Danielle C. Ompad
- Department of Epidemiology, School of Global Public Health, New York University, New York, NY 10003, USA
- Center for Drug Use and HIV/HCV Research, New York, NY 10003, USA
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378
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Swartz JA, Mackesy-Amiti ME, Jimenez AD, Robison-Taylor L, Prete E. Feasibility Study of Using Mobile Phone-Based Experience Sampling to Assess Drug Checking by Opioid Street Drug Users. RESEARCH SQUARE 2023:rs.3.rs-2472117. [PMID: 36711637 PMCID: PMC9882685 DOI: 10.21203/rs.3.rs-2472117/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
Background: To date, evaluations of take-home fentanyl (and/or benzodiazepine) test strip use - the most common form of drug checking services - and potential effects on overdose risk have relied on retrospective accounts for some preceding time period, usually a week to several months. Such accounts, however, are subject to recall and memory biases. This pilot study assessed the feasibility of using experiential sampling to collect daily information in situ on drug checking and associated overdose risk reduction - the primary outcomes - among a sample of street opioid users and compared the results to retrospective reports. Methods: We recruited 12 participants from a Chicago-based syringe services program. Participants were 18 years of age or older, reported using opioids purchased on the street 3+ times per week in the past month, and had an available Android mobile phone. A phone-based app was programmed to collect daily drug checking information and provided to each participant along with a supply of fentanyl and benzodiazepine test strips and instructions for use over 21 days. Comparable retrospective data were collected via follow-up in-person surveys at the conclusion of daily report collection. Results: We found a reasonably high rate of daily reporting (63.5%) with participants submitting reports on 160 "person-days" out of 252 possible days. Participants submitted daily reports an average of 13 of 21 days. Reports of test strip use frequency varied between the retrospective and daily reports with a relatively higher percentage of days/time using test strips obtained from the daily reports. We also found higher proportions reporting overdose risk reduction behaviors on the daily reports compared with the retrospective reviews. Conclusions: We believe the results support using daily experience sampling to collect information on drug checking behaviors among street drug users. Although resource intensive in comparison to retrospective reports, daily reporting potentially provides more detailed information on test strip use and its association with overdose risk reduction and, ultimately, fewer overdoses. Needed are larger trials and validation studies of daily experience sampling to identify the optimum protocol for collecting accurate information on drug checking and overdose risk reduction behavior.
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Affiliation(s)
- James A. Swartz
- Jane Addams College of Social Work, University of Illinois Chicago
| | | | - A. David Jimenez
- Community Health Sciences, School of Public Health, University of Illinois Chicago
| | | | - Elizabeth Prete
- Community Health Sciences, School of Public Health, University of Illinois Chicago
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379
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Banks DE, Duello A, Paschke ME, Grigsby SR, Winograd RP. Identifying drivers of increasing opioid overdose deaths among black individuals: a qualitative model drawing on experience of peers and community health workers. Harm Reduct J 2023; 20:5. [PMID: 36639769 PMCID: PMC9839206 DOI: 10.1186/s12954-023-00734-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2022] [Accepted: 01/09/2023] [Indexed: 01/15/2023] Open
Abstract
BACKGROUND Black individuals in the USA face disproportionate increases in rates of fatal opioid overdose despite federal efforts to mitigate the opioid crisis. The aim of this study was to examine what drives increases in opioid overdose death among Black Americans based on the experience of key stakeholders. METHODS Focus groups were conducted with stakeholders providing substance use prevention services in Black communities in St. Louis, MO (n = 14). One focus group included peer advocates and volunteers conducting outreach-based services and one included active community health workers. Focus groups were held at community partner organizations familiar to participants. Data collection was facilitated by an interview guide with open-ended prompts. Focus groups were audio recorded and professionally transcribed. Transcripts were analyzed using grounded theory to abstract line-by-line codes into higher order themes and interpret their associations. RESULTS A core theme was identified from participants' narratives suggesting that opioid overdose death among Black individuals is driven by unmet needs for safety, security, stability, and survival (The 4Ss). A lack of The 4Ss was reflective of structural disinvestment and healthcare and social service barriers perpetuated by systemic racism. Participants unmet 4S needs are associated with health and social consequences that perpetuate overdose and detrimentally impact recovery efforts. Participants identified cultural and relationship-based strategies that may address The 4Ss and mitigate overdose in Black communities. CONCLUSIONS Key stakeholders working in local communities to address racial inequities in opioid overdose highlighted the importance of upstream interventions that promote basic socioeconomic needs. Local outreach efforts utilizing peer services can provide culturally congruent interventions and promote harm reduction in Black communities traditionally underserved by US health and social systems.
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Affiliation(s)
- Devin E. Banks
- grid.266757.70000000114809378Department of Psychological Sciences, University of Missouri—St. Louis, One University Blvd., 325 Stadler Hall, St. Louis, MO USA
| | - Alex Duello
- grid.266757.70000000114809378Missouri Institute of Mental Health, University of Missouri—St. Louis, One University Blvd., St. Louis, MO USA
| | - Maria E. Paschke
- grid.266757.70000000114809378Department of Psychological Sciences, University of Missouri—St. Louis, One University Blvd., 325 Stadler Hall, St. Louis, MO USA
| | - Sheila R. Grigsby
- grid.266757.70000000114809378College of Nursing, University of Missouri—St. Louis, One University Blvd., St. Louis, MO USA
| | - Rachel P. Winograd
- grid.266757.70000000114809378Department of Psychological Sciences, University of Missouri—St. Louis, One University Blvd., 325 Stadler Hall, St. Louis, MO USA ,grid.266757.70000000114809378Missouri Institute of Mental Health, University of Missouri—St. Louis, One University Blvd., St. Louis, MO USA
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380
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Phillips RA, Tuscher JJ, Fitzgerald ND, Wan E, Zipperly ME, Duke CG, Ianov L, Day JJ. Distinct subpopulations of D1 medium spiny neurons exhibit unique transcriptional responsiveness to cocaine. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.01.12.523845. [PMID: 36711527 PMCID: PMC9882178 DOI: 10.1101/2023.01.12.523845] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
Drugs of abuse increase extracellular concentrations of dopamine in the nucleus accumbens (NAc), resulting in transcriptional alterations that drive long-lasting cellular and behavioral adaptations. While decades of research have focused on the transcriptional mechanisms by which drugs of abuse influence neuronal physiology and function, few studies have comprehensively defined NAc cell type heterogeneity in transcriptional responses to drugs of abuse. Here, we used single nucleus RNA-seq (snRNA-seq) to characterize the transcriptome of over 39,000 NAc cells from male and female adult Sprague-Dawley rats following acute or repeated cocaine experience. This dataset identified 16 transcriptionally distinct cell populations, including two populations of medium spiny neurons (MSNs) that express the Drd1 dopamine receptor (D1-MSNs). Critically, while both populations expressed classic marker genes of D1-MSNs, only one population exhibited a robust transcriptional response to cocaine. Validation of population-selective transcripts using RNA in situ hybridization revealed distinct spatial compartmentalization of these D1-MSN populations within the NAc. Finally, analysis of published NAc snRNA-seq datasets from non-human primates and humans demonstrated conservation of MSN subtypes across rat and higher order mammals, and further highlighted cell type-specific transcriptional differences across the NAc and broader striatum. These results highlight the utility in using snRNA-seq to characterize both cell type heterogeneity and cell type-specific responses to cocaine and provides a useful resource for cross-species comparisons of NAc cell composition.
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Affiliation(s)
- Robert A. Phillips
- Department of Neurobiology, University of Alabama at Birmingham, Birmingham, AL 35294, USA
| | - Jennifer J. Tuscher
- Department of Neurobiology, University of Alabama at Birmingham, Birmingham, AL 35294, USA
| | - N. Dalton Fitzgerald
- Department of Neurobiology, University of Alabama at Birmingham, Birmingham, AL 35294, USA
| | - Ethan Wan
- Department of Neurobiology, University of Alabama at Birmingham, Birmingham, AL 35294, USA
| | - Morgan E. Zipperly
- Department of Neurobiology, University of Alabama at Birmingham, Birmingham, AL 35294, USA
| | - Corey G. Duke
- Department of Neurobiology, University of Alabama at Birmingham, Birmingham, AL 35294, USA
| | - Lara Ianov
- Department of Neurobiology, University of Alabama at Birmingham, Birmingham, AL 35294, USA
- Civitan International Research Center, University of Alabama at Birmingham, Birmingham, AL 35294, USA
| | - Jeremy J. Day
- Department of Neurobiology, University of Alabama at Birmingham, Birmingham, AL 35294, USA
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381
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Abadie R. "The Drug Sellers Were Better Organized than the Government": A Qualitative Study of Participants' Views of Drug Markets during COVID-19 and Other Big Events. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:1295. [PMID: 36674050 PMCID: PMC9859057 DOI: 10.3390/ijerph20021295] [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: 10/24/2022] [Revised: 01/06/2023] [Accepted: 01/08/2023] [Indexed: 06/17/2023]
Abstract
"Big events", such as wars, economic crises, pandemics, or natural disasters, affect the risk environment in which people use drugs. While the impact of big events on injection risk behaviors and access to drug-treatment services is well documented, less is known about the effects of big events on drug markets. Based on self-reporting data on drug availability among people who use drugs (PWUD) in the aftermath of Hurricane Maria in Puerto Rico and during the COVID-19 lockdown in a Midwestern US state, this study aims to document the effects of big events on drug markets. Qualitative data on the effects of Hurricane Maria on drug markets are based on participants' self-reporting (N = 31). Data collection started after the hurricane and ended in 2020. Data on changes to the drug supply during the COVID-19 lockdown were collected based on semi-structured interviews with PWUD (N = 40) in a Midwestern US state. Findings show that while the drug markets might have initially been affected by big events, most effects were temporary. Drug availability, pricing, and quality might have suffered some initial fluctuations but stabilized as the drug markets absorbed the initial shocks caused by the hurricane and the lockdown measures. In preparation for increasingly more frequent and virulent pandemics and natural disasters, health infrastructures should be strengthened to prevent not only overdose episodes and deaths but also drug-related harms.
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Affiliation(s)
- Roberto Abadie
- School of Global Integrative Studies, University of Nebraska-Lincoln, Lincoln, NE 68588-0368, USA
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382
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Phillips AZ, Post LA, Mason M. Prevalence of Alcohol in Unintentional Opioid Overdose Deaths, 2017-2020. JAMA Netw Open 2023; 6:e2252585. [PMID: 36692885 PMCID: PMC10408257 DOI: 10.1001/jamanetworkopen.2022.52585] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/27/2022] [Accepted: 12/05/2022] [Indexed: 01/25/2023] Open
Abstract
This cross-sectional study investigates the prevalence of alcohol in unintentional opioid overdose deaths in Illinois from 2017 through 2020.
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Affiliation(s)
- Aryn Z. Phillips
- Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
- Department of Health Policy and Management, University of Maryland School of Public Health, College Park
| | - Lori A. Post
- Buehler Center for Health Policy and Economics, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Maryann Mason
- Buehler Center for Health Policy and Economics, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
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383
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Fernandez P, Azucar D, Zambole K. A Dose of Truth: A Qualitative Assessment of Reactions to Messages about Fentanyl for People Who Use Drugs. Subst Use Misuse 2023; 58:520-527. [PMID: 36762461 DOI: 10.1080/10826084.2023.2177112] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/11/2023]
Abstract
Background: Fentanyl-related overdoses are occurring at alarming rates and developing campaigns to increase awareness about fentanyl and harm-reduction strategies is critical. A Dose of Truth is an educational campaign aiming to increase knowledge about the threat of fentanyl and risk of exposure among people who use drugs (PWUD). The current study tests preliminary concepts and messages for the campaign. Methods: Twenty-one one-on-one interviews were conducted with young adults ages 18-35 who use drugs. Participants discussed knowledge of fentanyl and perceived risk of exposure, and provided feedback on four concepts. Thematic analysis of transcripts generated insights about promising approaches and topics. Results: Findings demonstrated that fentanyl awareness is growing among PWUD, but they perceive low risk of exposure because they trust a source. Messaging that challenged that trust, by highlighting that contaminated drug supplies are increasingly widespread, made personal risk salient. Additionally, messaging conveyed through a personal narrative that encouraged carrying naloxone to protect friends was perceived as personally relevant. Conclusions: While opioid- and fentanyl-related campaigns exist, few have used an evidence-based process to guide campaign development. Addressing gaps in knowledge and developing messages that are personally relevant are foundational steps in creating effective campaigns on fentanyl and other substances.
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Affiliation(s)
| | | | - Kim Zambole
- Prevention First, Springfield, Illinois, USA
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384
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Uhl GR. Selecting the appropriate hurdles and endpoints for pentilludin, a novel antiaddiction pharmacotherapeutic targeting the receptor type protein tyrosine phosphatase D. Front Psychiatry 2023; 14:1031283. [PMID: 37139308 PMCID: PMC10149857 DOI: 10.3389/fpsyt.2023.1031283] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/29/2022] [Accepted: 01/30/2023] [Indexed: 05/05/2023] Open
Abstract
Substance use disorders provide challenges for development of effective medications. Use of abused substances is likely initiated, sustained and "quit" by complex brain and pharmacological mechanisms that have both genetic and environmental determinants. Medical utilities of prescribed stimulants and opioids provide complex challenges for prevention: how can we minimize their contribution to substance use disorders while retaining medical benefits for pain, restless leg syndrome, attention deficit hyperactivity disorder, narcolepsy and other indications. Data required to support assessments of reduced abuse liability and resulting regulatory scheduling differs from information required to support licensing of novel prophylactic or therapeutic anti-addiction medications, adding further complexity and challenges. I describe some of these challenges in the context of our current efforts to develop pentilludin as a novel anti-addiction therapeutic for a target that is strongly supported by human and mouse genetic and pharmacologic studies, the receptor type protein tyrosine phosphatase D (PTPRD).
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Affiliation(s)
- George R. Uhl
- Departments of Neurology and Pharmacology, University of Maryland School of Medicine, Neurology Service, VA Maryland Healthcare System, Baltimore, MD, United States
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States
- *Correspondence: George R. Uhl
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385
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Abstract
INTRODUCTION The opioid epidemic has evolved into a combined stimulant epidemic, with escalating stimulant and fentanyl-related overdose deaths. Primary care providers are on the frontlines grappling with patients' methamphetamine use. Although effective models exist for treating opioid use disorder in primary care, little is known about current clinical practices for methamphetamine use. METHODS Six semistructured group interviews were conducted with 38 primary care providers. Interviews focused on provider perceptions of patients with methamphetamine use problems and their care. Data were analyzed using inductive and thematic analysis and summarized along the following dimensions: (1) problem identification, (2) clinical management, (3) barriers and facilitators to care, and (4) perceived needs to improve services. RESULTS Primary care providers varied in their approach to identifying and treating patient methamphetamine use. Unlike opioid use disorders, providers reported lacking standardized screening measures and evidence-based treatments, particularly medications, to address methamphetamine use. They seek more standardized screening tools, Food and Drug Administration-approved medications, reliable connections to addiction medicine specialists, and more training. Interest in novel behavioral health interventions suitable for primary care settings was also noteworthy. CONCLUSIONS The findings from this qualitative analysis revealed that primary care providers are using a wide range of tools to screen and treat methamphetamine use, but with little perceived effectiveness. Primary care faces multiple challenges in effectively addressing methamphetamine use among patients singularly or comorbid with opioid use disorders, including the lack of Food and Drug Administration-approved medications, limited patient retention, referral opportunities, funding, and training for methamphetamine use. Focusing on patients' medical issues using a harm reduction, motivational interviewing approach, and linkage with addiction medicine specialists may be the most reasonable options to support primary care in compassionately and effectively managing patients who use methamphetamines.
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386
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Thomas SA, Wagner KD, Clements-Nolle KD, Omaye S, Lu M, Yang W. Associations between Circumstances Surrounding Overdose and Underlying Classes of Polysubstance Overdose Deaths. Subst Use Misuse 2023; 58:434-443. [PMID: 36617896 DOI: 10.1080/10826084.2023.2165414] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
BACKGROUND The overdose crisis is worsening, with polysubstance overdose deaths involving psychostimulants increasing in the U.S. Substance-specific prevention and intervention activities may not be as effective for polysubstance use, so we sought to classify substances used among overdose decedents to identify unique factors related to these classes. METHODS We used data from the Nevada State Unintentional Drug Overdose Reporting System, Jan 2019-Jun 2021, which comes from death certificates, coroner/medical examiner reports, and postmortem toxicology. Latent class analysis, multinomial logistic regression, and Chi-squared tests determined underlying drug use classes, differences in characteristics and circumstances surrounding overdose, and assessed relationships between circumstances and drug use classes. RESULTS We identified four latent classes: (1) prescription drugs (19.1%), (2) predominately methamphetamine (31.4%), (3) multi-drug (28.9%), and (4) opioid and stimulant (20.6%). Compared to other classes, the prescription drug class had a higher percentage of female decedents, from rural counties, with mental health diagnoses, who died at home. The predominately methamphetamine class had a higher percentage of decedents experiencing homelessness. The multi-drug use class had higher percentage of younger and Hispanic decedents. Those in the opioid and stimulant class had higher odds of being recently released from an institutional setting, compared to the multi drug class. CONCLUSIONS These underlying classes were associated with several characteristics and circumstances that can prove useful for prevention, treatment, and harm reduction agencies when designing programs and interventions to target specific groups of people at-risk for drug overdose.
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Affiliation(s)
- Shawn A Thomas
- School of Public Health, University of Nevada, Reno, Reno, Nevada, USA
| | - Karla D Wagner
- School of Public Health, University of Nevada, Reno, Reno, Nevada, USA
| | | | - Stanley Omaye
- College of Agriculture, Biotechnology, & Natural Resources, University of Nevada, Reno, Reno, NV, USA
| | - Minggen Lu
- School of Public Health, University of Nevada, Reno, Reno, Nevada, USA
| | - Wei Yang
- School of Public Health, University of Nevada, Reno, Reno, Nevada, USA
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387
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Sauer J, Stewart K. Geographic information science and the United States opioid overdose crisis: A scoping review of methods, scales, and application areas. Soc Sci Med 2023; 317:115525. [PMID: 36493502 DOI: 10.1016/j.socscimed.2022.115525] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2022] [Revised: 09/23/2022] [Accepted: 11/08/2022] [Indexed: 11/27/2022]
Abstract
BACKGROUND The Opioid Overdose Crisis (OOC) continues to generate morbidity and mortality in the United States, outpacing other prominent accident-related reasons. Multiple disciplines have applied geographic information science (GIScience) to understand geographical patterns in opioid-related health measures. However, there are limited reviews that assess how GIScience has been used. OBJECTIVES This scoping review investigates how GIScience has been used to conduct research on the OOC. Specific sub-objectives involve identifying bibliometric trends, the location and scale of studies, the frequency of use of various GIScience methodologies, and what direction future research can take to address existing gaps. METHODS The review was pre-registered with the Open Science Framework ((https://osf.io/h3mfx/) and followed the PRISMA-ScR guidelines. Scholarly research was gathered from the Web of Science Core Collection, PubMed, IEEE Xplore, ACM Digital Library. Inclusion criteria was defined as having a publication date between January 1999 and August 2021, using GIScience as a central part of the research, and investigating an opioid-related health measure. RESULTS 231 studies met the inclusion criteria. Most studies were published from 2017 onward. While many (41.6%) of studies were conducted using nationwide data, the majority (58.4%) occurred at the sub-national level. California, New York, Ohio, and Appalachia were most frequently studied, while the Midwest, north Rocky Mountains, Alaska, and Hawaii lacked studies. The most common GIScience methodology used was descriptive mapping, and county-level data was the most common unit of analysis across methodologies. CONCLUSIONS Future research of GIScience on the OOC can address gaps by developing use cases for machine learning, conducting analyses at the sub-county level, and applying GIScience to questions involving illicit fentanyl. Research using GIScience is expected to continue to increase, and multidisciplinary research efforts amongst GIScientists, epidemiologists, and other medical professionals can improve the rigor of research.
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Affiliation(s)
- Jeffery Sauer
- Department of Geographical Sciences, University of Maryland at College Park, 4600 River Road, Suite 300, Riverdale, MD, 20737, USA.
| | - Kathleen Stewart
- Department of Geographical Sciences, University of Maryland at College Park, 4600 River Road, Suite 300, Riverdale, MD, 20737, USA.
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388
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Newman AH, Xi ZX, Heidbreder C. Current Perspectives on Selective Dopamine D 3 Receptor Antagonists/Partial Agonists as Pharmacotherapeutics for Opioid and Psychostimulant Use Disorders. Curr Top Behav Neurosci 2023; 60:157-201. [PMID: 35543868 PMCID: PMC9652482 DOI: 10.1007/7854_2022_347] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
Over three decades of evidence indicate that dopamine (DA) D3 receptors (D3R) are involved in the control of drug-seeking behavior and may play an important role in the pathophysiology of substance use disorders (SUD). The expectation that a selective D3R antagonist/partial agonist would be efficacious for the treatment of SUD is based on the following key observations. First, D3R are distributed in strategic areas belonging to the mesolimbic DA system such as the ventral striatum, midbrain, and ventral pallidum, which have been associated with behaviors controlled by the presentation of drug-associated cues. Second, repeated exposure to drugs of abuse produces neuroadaptations in the D3R system. Third, the synthesis and characterization of highly potent and selective D3R antagonists/partial agonists have further strengthened the role of the D3R in SUD. Based on extensive preclinical and preliminary clinical evidence, the D3R shows promise as a target for the development of pharmacotherapies for SUD as reflected by their potential to (1) regulate the motivation to self-administer drugs and (2) disrupt the responsiveness to drug-associated stimuli that play a key role in reinstatement of drug-seeking behavior triggered by re-exposure to the drug itself, drug-associated environmental cues, or stress. The availability of PET ligands to assess clinically relevant receptor occupancy by selective D3R antagonists/partial agonists, the definition of reliable dosing, and the prospect of using human laboratory models may further guide the design of clinical proof of concept studies. Pivotal clinical trials for more rapid progression of this target toward regulatory approval are urgently required. Finally, the discovery that highly selective D3R antagonists, such as R-VK4-116 and R-VK4-40, do not adversely affect peripheral biometrics or cardiovascular effects alone or in the presence of oxycodone or cocaine suggests that this class of drugs has great potential in safely treating psychostimulant and/or opioid use disorders.
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Affiliation(s)
- Amy Hauck Newman
- Medicinal Chemistry Section, Molecular Targets and Medications Discovery Branch, National Institute on Drug Abuse-Intramural Research Program, Baltimore, MD, USA.
| | - Zheng-Xiong Xi
- Medicinal Chemistry Section, Molecular Targets and Medications Discovery Branch, National Institute on Drug Abuse-Intramural Research Program, Baltimore, MD, USA
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389
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Luba R, Martinez S, Jones J, Pravetoni M, Comer SD. Immunotherapeutic strategies for treating opioid use disorder and overdose. Expert Opin Investig Drugs 2023; 32:77-87. [PMID: 36696567 PMCID: PMC10035039 DOI: 10.1080/13543784.2023.2173062] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2022] [Accepted: 01/23/2023] [Indexed: 01/27/2023]
Abstract
INTRODUCTION Development and implementation of effective treatments for opioid use disorder (OUD) and prevention of overdose are urgent public health needs. Though existing medications for OUD (MOUD) are effective, barriers to initiation and retention in treatment persist. Therefore, development of novel treatments, especially those may complement existing treatments, is needed. AREAS COVERED This review provides an overview of vaccines for substance use disorders (SUD) and mechanisms underlying their function and efficacy. Next, we focus on existing preclinical and clinical trials of SUD vaccines. We focus briefly on related strategies before providing an expert opinion on prior, current, and future work on vaccines for OUD. We included published findings from preclinical and clinical trials found on PubMed and ScienceDirect as well as ongoing or initiated trials listed on ClinicalTrials.gov. EXPERT OPINION The present opioid overdose and OUD crises necessitate urgent development and implementation of effective treatments, especially those that offer protection from overdose and can serve as adjuvants to existing medications. Promising preclinical trial results paired with careful efforts to develop vaccines that account for prior SUD vaccine shortcomings offer hope for current and future clinical trials of opioid vaccines. Clinical advantages of opioid vaccines appear to outnumber disadvantages, which may result in improved treatment options.
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Affiliation(s)
- Rachel Luba
- New York State Psychiatric Institute/Columbia University Irving Medical Center Division on Substance Use Disorders
| | - Suky Martinez
- New York State Psychiatric Institute/Columbia University Irving Medical Center Division on Substance Use Disorders
| | - Jermaine Jones
- New York State Psychiatric Institute/Columbia University Irving Medical Center Division on Substance Use Disorders
| | - Marco Pravetoni
- University of Washington, School of Medicine, Department of Psychiatry and Behavioral Sciences, Department of Pharmacology, Center for Medication Development for Substance Use Disorders and Overdose, Seattle, WA
| | - Sandra D Comer
- New York State Psychiatric Institute/Columbia University Irving Medical Center Division on Substance Use Disorders
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390
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391
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Piza EL, Wolff KT, Hatten DN, Barthuly BE. Drug overdoses, geographic trajectories, and the influence of built environment and neighborhood characteristics. Health Place 2023; 79:102959. [PMID: 36535075 DOI: 10.1016/j.healthplace.2022.102959] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/29/2022] [Revised: 12/05/2022] [Accepted: 12/08/2022] [Indexed: 12/23/2022]
Abstract
Much research has analyzed the spatial patterns of drug overdose events and identified features of the environment associated with heightened overdose levels. Generally absent from the literature are studies that analyze how unique trajectories of overdoses vary over time. We address this gap in the literature through an analysis of drug overdoses occurring in Passaic County, New Jersey from 2015 through 2019. A group-based trajectory analysis classifies block groups according to their overdose trends. A mixed-effects panel negative binomial regression model then examines the built environment and neighborhood characteristics associated with overall overdose levels. Results indicate that Passaic County block groups can be classified across three groups based upon their overdose levels over the study period: low and stable, low with moderate increase, and elevated and increasing. While the largest effects were observed for concentrated disadvantage in the regression analysis, most variables positively associated with overdose levels were built environment measures.
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Affiliation(s)
- Eric L Piza
- School of Criminology and Criminal Justice, Northeastern University, USA.
| | - Kevin T Wolff
- John Jay College of Criminal Justice, City University of New York, USA
| | - David N Hatten
- Boston Area Research Initiative (BARI), Northeastern University, USA
| | - Bryce E Barthuly
- John Jay College of Criminal Justice, City University of New York, USA
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392
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Acharya A, Izquierdo AM, Gonçalves SF, Bates RA, Taxman FS, Slawski MP, Rangwala HS, Sikdar S. Exploring county-level spatio-temporal patterns in opioid overdose related emergency department visits. PLoS One 2022; 17:e0269509. [PMID: 36584000 PMCID: PMC9803238 DOI: 10.1371/journal.pone.0269509] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2022] [Accepted: 12/13/2022] [Indexed: 12/31/2022] Open
Abstract
Opioid overdoses within the United States continue to rise and have been negatively impacting the social and economic status of the country. In order to effectively allocate resources and identify policy solutions to reduce the number of overdoses, it is important to understand the geographical differences in opioid overdose rates and their causes. In this study, we utilized data on emergency department opioid overdose (EDOOD) visits to explore the county-level spatio-temporal distribution of opioid overdose rates within the state of Virginia and their association with aggregate socio-ecological factors. The analyses were performed using a combination of techniques including Moran's I and multilevel modeling. Using data from 2016-2021, we found that Virginia counties had notable differences in their EDOOD visit rates with significant neighborhood-level associations: many counties in the southwestern region were consistently identified as the hotspots (areas with a higher concentration of EDOOD visits) whereas many counties in the northern region were consistently identified as the coldspots (areas with a lower concentration of EDOOD visits). In most Virginia counties, EDOOD visit rates declined from 2017 to 2018. In more recent years (since 2019), the visit rates showed an increasing trend. The multilevel modeling revealed that the change in clinical care factors (i.e., access to care and quality of care) and socio-economic factors (i.e., levels of education, employment, income, family and social support, and community safety) were significantly associated with the change in the EDOOD visit rates. The findings from this study have the potential to assist policymakers in proper resource planning thereby improving health outcomes.
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Affiliation(s)
- Angeela Acharya
- Department of Computer Science, George Mason University, Fairfax, VA, United States of America
- * E-mail:
| | - Alyssa M. Izquierdo
- Clinical Psychology, George Mason University, Fairfax, VA, United States of America
| | | | - Rebecca A. Bates
- School of Nursing, George Mason University, Fairfax, VA, United States of America
| | - Faye S. Taxman
- Schar School of Policy and Government, George Mason University, Fairfax, VA, United States of America
| | - Martin P. Slawski
- Department of Statistics, George Mason University, Fairfax, VA, United States of America
| | - Huzefa S. Rangwala
- Department of Computer Science, George Mason University, Fairfax, VA, United States of America
| | - Siddhartha Sikdar
- Department of Bioengineering, George Mason University, Fairfax, VA, United States of America
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393
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Scott CK, Grella CE, Dennis ML, Carnevale J, LaVallee R. Availability of best practices for opioid use disorder in jails and related training and resource needs: findings from a national interview study of jails in heavily impacted counties in the U.S. HEALTH & JUSTICE 2022; 10:36. [PMID: 36538121 PMCID: PMC9763789 DOI: 10.1186/s40352-022-00197-3] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/11/2022] [Accepted: 11/09/2022] [Indexed: 05/17/2023]
Abstract
BACKGROUND Jails are optimal settings in which to screen individuals for opioid use disorders (OUD) and provide needed services, especially medications for OUD (MOUD). This study sought to assess the availability of OUD "best practices" in jails located in counties heavily impacted by opioid overdose in the U.S. and their related training and resource needs. Counties were selected for study inclusion using two indicators of OUD severity: the absolute number and population rate of opioid overdose deaths. Structured interviews were completed with representatives from 185/244 (76%) of targeted counties and 185/250 (74%) of targeted jails in these counties. Ten OUD best practices were identified based on current treatment and practice guidelines. These include: screening for OUD; clinical assessment; medically managed withdrawal; MOUD administration; MOUD for pregnant people; counseling and wrap-around services; collaboration with community providers; assistance with Medicaid/insurance; re-entry services; and overdose prevention. Descriptive analyses examined the provision of any services and average percentage of services endorsed within best-practice categories, association of best-practice availability with community and jail characteristics, and related needs for training and resources. RESULTS Over 70% of jail respondents indicated that some aspects of each of the ten OUD best practices were available within their jails, ranging from 71% using clinical assessment to 96% providing overdose prevention. However, there was considerable variability in the average percentage of items endorsed within each best-practice category, ranging from 38% of items regarding re-entry services to 88% of items regarding medically managed withdrawal. Availability of OUD best practices in jails also varied by community and jail characteristics. Jails reported the highest needs for funding for medication and clinical staff. CONCLUSIONS Policies are needed to address the identified gaps in availability of OUD best practices within jails. Training, technical assistance, and funding are needed to improve clinical capacity of jails to administer MOUD and to ensure continuity of care from jail to community, which are essential to reducing the risk of opioid-related overdose following release.
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Affiliation(s)
- Christy K. Scott
- Chestnut Health Systems, 221 W. Walton St, Chicago, IL 60610 USA
| | | | | | - John Carnevale
- Carnevale Associates LLC, 4 Belinder Rd, Gaithersburg, MD 20878 USA
| | - Robin LaVallee
- Carnevale Associates LLC, 4 Belinder Rd, Gaithersburg, MD 20878 USA
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394
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Palamar JJ, Le A, Rutherford C, Keyes KM. Exploring Potential Bellwethers for Drug-Related Mortality in the General Population: A Case for Sentinel Surveillance of Trends in Drug Use among Nightclub/Festival Attendees. Subst Use Misuse 2022; 58:188-197. [PMID: 36469638 PMCID: PMC9877192 DOI: 10.1080/10826084.2022.2151315] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/10/2022]
Abstract
Background: Drug-related deaths in the US continue to increase. Sentinel surveillance of high-risk populations can provide early warning for shifts in trends. Nightclub/festival attendees have high levels of drug use, so we explored whether use among this population can serve as a potential bellwether or indicator for use-related mortality in the general population.Methods: Trends in past-year cocaine and methamphetamine use were estimated from nightclub/festival attendees in New York City (NYC) and among NY residents, and trends were estimated for related death rates in NYC (2014/15-2019/20). Using national data from England and Wales (2010-2019), trends in past-year cocaine and ecstasy use (among the full population and among nightclub attendees) and related deaths were also estimated.Results: In NY/NYC, cocaine use remained stable in the general population, but use among nightclub/festival attendees and cocaine-related deaths doubled. Methamphetamine use among nightclub/festival attendees and death rates also more than doubled while use among the general population remained stable. In UK countries, increases in cocaine and ecstasy use were larger for infrequent/frequent nightclub attendees than in the general population, with 3.6- and 8-fold increases in related deaths, respectively. In UK countries, the association between nightclub attendance and death rates increased in a dose-response-like manner with larger associations detected when death rates were lagged by one year.Conclusions: Patterns of use among nightclub/festival attendees, more so than patterns in the general population, were similar to patterns of drug-related deaths. Use among this subpopulation could possibly serve as a bellwether for use-related outcomes. Continued surveillance is recommended.
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Affiliation(s)
- Joseph J. Palamar
- Department of Population Health, New York University Grossman School of Medicine, New York, NY, USA
| | - Austin Le
- Department of Population Health, New York University Grossman School of Medicine, New York, NY, USA
- New York University College of Dentistry, New York, NY, USA
| | - Caroline Rutherford
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, NY, USA
| | - Katherine M. Keyes
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, NY, USA
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395
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Montero F, Bourgois P, Friedman J. Potency-Enhancing Synthetics in the Drug Overdose Epidemic: Xylazine ("Tranq"), Fentanyl, Methamphetamine, and the Displacement of Heroin in Philadelphia and Tijuana. JOURNAL OF ILLICIT ECONOMIES AND DEVELOPMENT 2022; 4:204-222. [PMID: 37009634 PMCID: PMC10065983 DOI: 10.31389/jied.122] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/19/2023]
Abstract
Multiple transformations-referred to as "waves" in a panoply of recent public health and law enforcement publications-have rendered North American drug markets increasingly toxic since the early 2010s. The introduction of exceptionally potent synthetic sedatives and stimulants is initiating a new generation of drug injectors into co-use of opioids and methamphetamine, catapulting rates of deadly overdoses and infectious diseases. Drawing on extensive participant-observation research in Philadelphia (2007-present) and Tijuana (2018-present), we document the experience of street-based drug users across these two North American cities to focus on regional shifts in narcotics supplies and endpoint user preferences. We link the dramatic proliferation of fentanyl, methamphetamine, xylazine, and Mexican white powder heroin to: 1) pre-existing drug supply networks on the western and eastern coasts of the North American subcontinent; 2) material characteristics of local heroin supplies in pre-fentanyl opiate markets (Mexican black tar vs. Colombian off-white powder heroin); and 3) racialized repression/incarceration of drug sellers and users on both sides of the Mexico-US border. The article combines economic and medical anthropology to develop an ethnographically-informed political economy approach to an urgent public health challenge among street-based drug users with the highest overdose mortality rates in the US Northeastern Rust Belt and the Northwestern Mexican borderland metroplex anchored by Tijuana. It foregrounds street users' experiences in real time amidst rapidly shifting narcotics supply chains, linking market-driven logics of profit-seeking to the war on drugs' prohibitionist policy context, highlighting increasing toxic impacts on vulnerable sectors across regions.
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396
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Koegler E, Wood CA, Johnson SD, Bahlinger L. Service providers' perspectives on substance use and treatment needs among human trafficking survivors. J Subst Abuse Treat 2022; 143:108897. [PMID: 36215910 DOI: 10.1016/j.jsat.2022.108897] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2022] [Revised: 08/05/2022] [Accepted: 09/29/2022] [Indexed: 01/04/2023]
Abstract
INTRODUCTION Understanding substance use and treatment needs for survivors of human trafficking remains an underdeveloped area in the field of substance use treatment. This study assessed the nature of substance use among survivors of all types of human trafficking and identified treatment barriers and needs, as reported by human trafficking service providers in one Midwest major metropolitan area. METHODS Participants were purposively selected from agencies that served foreign-born and domestic-born survivors of human trafficking. The study interviewed fifteen key informants across 13 agencies directly serving survivors of trafficking. RESULTS Providers highlighted frequent use of alcohol and marijuana, as well as polysubstance use. They noted survivors' significant use of opioids, associated concerns regarding fentanyl-related deaths, and increased frequency of stimulant use. Barriers for addressing substance use problems with survivors included low self-perceptions of need, lack of available residential or inpatient treatment options, and prioritizing basic needs such as housing over substance use treatment. CONCLUSIONS Results underscore how broader trends in substance use and overdose in a region can mirror substance use patterns and treatment needs of human trafficking survivors. Further, a need exists for broader substance use screening and low-barrier referral services to address emergent needs of survivors of trafficking.
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Affiliation(s)
- Erica Koegler
- University of Missouri-St. Louis, 1 University Blvd., St. Louis, MO 63121, United States of America.
| | - Claire A Wood
- Missouri Institute of Mental Health, 1 University Blvd., St. Louis, MO 63121, United States of America.
| | - Sharon D Johnson
- University of Missouri-St. Louis, 1 University Blvd., St. Louis, MO 63121, United States of America.
| | - Lilly Bahlinger
- University of Missouri-St. Louis, 1 University Blvd., St. Louis, MO 63121, United States of America.
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397
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Cohen A, Vakharia SP, Netherland J, Frederique K. How the war on drugs impacts social determinants of health beyond the criminal legal system. Ann Med 2022; 54:2024-2038. [PMID: 35852299 PMCID: PMC9302017 DOI: 10.1080/07853890.2022.2100926] [Citation(s) in RCA: 49] [Impact Index Per Article: 16.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/07/2022] [Revised: 06/30/2022] [Accepted: 07/07/2022] [Indexed: 11/15/2022] Open
Abstract
There is a growing recognition in the fields of public health and medicine that social determinants of health (SDOH) play a key role in driving health inequities and disparities among various groups, such that a focus upon individual-level medical interventions will have limited effects without the consideration of the macro-level factors that dictate how effectively individuals can manage their health. While the health impacts of mass incarceration have been explored, less attention has been paid to how the "war on drugs" in the United States exacerbates many of the factors that negatively impact health and wellbeing, disproportionately impacting low-income communities and people of colour who already experience structural challenges including discrimination, disinvestment, and racism. The U.S. war on drugs has subjected millions to criminalisation, incarceration, and lifelong criminal records, disrupting or altogether eliminating their access to adequate resources and supports to live healthy lives. This paper examines the ways that "drug war logic" has become embedded in key SDOH and systems, such as employment, education, housing, public benefits, family regulation (commonly referred to as the child welfare system), the drug treatment system, and the healthcare system. Rather than supporting the health and wellbeing of individuals, families, and communities, the U.S. drug war has exacerbated harm in these systems through practices such as drug testing, mandatory reporting, zero-tolerance policies, and coerced treatment. We argue that, because the drug war has become embedded in these systems, medical practitioners can play a significant role in promoting individual and community health by reducing the impact of criminalisation upon healthcare service provision and by becoming engaged in policy reform efforts. KEY MESSAGESA drug war logic that prioritises and justifies drug prohibition, criminalisation, and punishment has fuelled the expansion of drug surveillance and control mechanisms in numerous facets of everyday life in the United States negatively impacting key social determinants of health, including housing, education, income, and employment.The U.S. drug war's frontline enforcers are no longer police alone but now include physicians, nurses, teachers, neighbours, social workers, employers, landlords, and others.Physicians and healthcare providers can play a significant role in promoting individual and community health by reducing the impact of criminalisation upon healthcare service provision and engaging in policy reform.
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Affiliation(s)
- Aliza Cohen
- Department of Research and Academic Engagement, Drug Policy Alliance, New York, NY, USA
| | - Sheila P. Vakharia
- Department of Research and Academic Engagement, Drug Policy Alliance, New York, NY, USA
| | - Julie Netherland
- Department of Research and Academic Engagement, Drug Policy Alliance, New York, NY, USA
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398
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Lowder EM, Zhou W, Peppard L, Bates R, Carr T. Supply-side predictors of fatal drug overdose in the Washington/Baltimore HIDTA region: 2016-2020. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2022; 110:103902. [PMID: 36343432 DOI: 10.1016/j.drugpo.2022.103902] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2022] [Revised: 10/05/2022] [Accepted: 10/30/2022] [Indexed: 11/06/2022]
Abstract
BACKGROUND Rising rates of fentanyl- and polydrug-involved drug overdose deaths have prompted inquiry into the role of drug supply in fatal overdose outcomes in the United States. To date, however, there have been few empirical investigations of drug enforcement strategies on fatal overdose rates, despite knowledge that both drug use and supply are often geographically distributed. To address this limitation, we examined measures of drug enforcement as predictors of next-year fatal overdose rates in the Washington/Baltimore High Intensity Drug Trafficking Area (W/B HIDTA). METHODS We conducted mixed-effects models to examine the role of drug seizures and disruption in drug trafficking organizations (DTOs) and money laundering organizations (MLOs) on fatal overdose rates over a 5-year period (2016-2020) across 45 local jurisdictions in the W/B HIDTA region. Outcomes included any, opioid-involved, and fentanyl-involved fatal overdose. RESULTS Adjusting for covariates, both the total number of drug seizures and amount of cocaine seized (in dosage units per capita) positively predicted next-year opioid- and fentanyl-involved fatal overdose rates. Disruption to DTO and MLO operations did not significantly predict next-year fatal overdose rates for any outcome. CONCLUSION Supply-side enforcement activities alone may have limited impact on reducing fatal overdose rates, but may serve as important markers to identify communities at high risk of fatal overdose and facilitate targeted intervention. Our findings underscore the importance of comprehensive law enforcement approaches that extend beyond drug enforcement to integrate prevention, linkage to treatment, and harm reduction strategies as needed to address the overdose epidemic.
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Affiliation(s)
- Evan M Lowder
- Department of Criminology, Law and Society, George Mason University, 4400 University Dr, Enterprise Hall 308, Fairfax, VA 22030, USA.
| | - Weiyu Zhou
- Department of Statistics, School of Computing, George Mason University, 4511 Patriot Cir, Fairfax, VA 22030, USA
| | - Lora Peppard
- Center for Drug Policy and Prevention, University of Baltimore, 1800 Alexander Bell Drive, Suite 300, Reston, VA 20191, USA
| | - Rebecca Bates
- Center for Drug Policy and Prevention, University of Baltimore, 1800 Alexander Bell Drive, Suite 300, Reston, VA 20191, USA
| | - Thomas Carr
- Center for Drug Policy and Prevention, University of Baltimore, 1800 Alexander Bell Drive, Suite 300, Reston, VA 20191, USA
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399
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Shearer RD, Jones A, Howell BA, Segel JE, Winkelman TNA. Associations between prescription and illicit stimulant and opioid use in the United States, 2015-2020. J Subst Abuse Treat 2022; 143:108894. [PMID: 36206585 PMCID: PMC9706463 DOI: 10.1016/j.jsat.2022.108894] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2022] [Revised: 08/09/2022] [Accepted: 09/23/2022] [Indexed: 01/04/2023]
Abstract
INTRODUCTION Overdose deaths involving opioids and stimulants continue to reach unprecedented levels in the United States. Although significant attention has been paid to the relationship between prescription and illicit opioid use, little work has focused on the association between prescription and illicit stimulant use. Thus, this study explores characteristics of those who use or misuse prescription stimulants and/or opioids and associations with use of cocaine, methamphetamine, and heroin. METHODS We used 2015-2020 data from the National Survey on Drug Use and Health. Using adjusted multivariable logistic regression, we estimated the associations between past year prescription stimulant or prescription opioid prescribed use and misuse; various demographic characteristics; and past-year cocaine, methamphetamine, or heroin use. RESULTS From 2015 to 2020, 4.9 and 9.8 million US adults annually reported misusing prescription stimulants and opioids, respectively. Individuals who misused prescription stimulants were more likely to be ages 18-25 (45.8 %; 95 % CI: 44.0-47.5) than individuals who misused prescription opioids (21.7 %; 95 % CI: 20.7-22.7). We observed higher rates of cocaine use among individuals reporting prescription stimulant misuse (12.0 %; 95 % CI: 11.0-12.9) compared to those reporting prescription opioid misuse (5.7 %; 95 % CI: 5.1-6.3, p < 0.001). Heroin use was more common among individuals with prescription opioid misuse (2.1 %; 95 % CI: 1.7-2.2) than prescription stimulant misuse (0.6 %; 95 % CI: 0.4-0.7, p < 0.001). However, rates of methamphetamine use among individuals with prescription stimulant misuse (2.4 %; 95 % CI: 1.9-3.0) did not differ from individuals with prescription opioid misuse (2.1 %; 95 % CI: 1.7-2.5, p = 0.67). CONCLUSIONS Prescription stimulant misuse, compared to prescription opioid misuse, was associated with higher levels of cocaine use but not methamphetamine use. Treatment providers should consider screening for other substance use disorders among people who report prescription stimulant use or misuse. Additional research should seek to understand the mechanism underlying the different associations between prescription stimulant misuse and cocaine or methamphetamine use.
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Affiliation(s)
- Riley D Shearer
- University of Minnesota School of Public Health, 420 Delaware St SE, Mayo Building B681, Minneapolis, MN 55455, USA; Health, Homelessness, and Criminal Justice Lab, Hennepin Healthcare Research Institute, 701 Park Ave., Suite PP7.700, Minneapolis, MN 55415, USA.
| | - Abenaa Jones
- Department of Human Development and Family Studies, The Pennsylvania State University, University Park, PA, USA
| | - Benjamin A Howell
- SEICHE Center for Health & Justice, Yale School of Medicine, 333 Cedar St, New Haven 06510, USA; Section of General Internal Medicine, Yale School of Medicine, PO Box 208025, New Haven, CT 06520, USA
| | - Joel E Segel
- Department of Health Policy and Administration, Penn State University, University Park, PA, USA; Penn State Cancer Institute, Penn State College of Medicine, Hershey, PA, USA
| | - Tyler N A Winkelman
- Health, Homelessness, and Criminal Justice Lab, Hennepin Healthcare Research Institute, 701 Park Ave., Suite PP7.700, Minneapolis, MN 55415, USA; Division of General Internal Medicine, Department of Medicine, Hennepin Healthcare, 716 S 7th St, Minneapolis, MN 55415, USA
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A concept mapping study of service user design of safer supply as an alternative to the illicit drug market. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2022; 110:103849. [PMID: 36215793 DOI: 10.1016/j.drugpo.2022.103849] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2022] [Revised: 08/25/2022] [Accepted: 08/29/2022] [Indexed: 11/06/2022]
Abstract
BACKGROUND Within North America and worldwide, drug-related overdoses have increased dramatically over the past decade. COVID-19 escalated the need for a safer supply of illicit substances to reduce overdoses with hopes of replacing substances obtained from the illicit drug market. Drug users1 should be at the centre of program and policy decisions related to the development and implementation of safer supply. Yet, there is little empirical research that conceptualizes effective safer supply from their perspectives. METHOD Within a community based participatory approach to research, we conducted a concept mapping study to foreground the perspectives of drug users and develop a conceptual model of effective safer supply. Our team was composed of researchers from a local drug user organization, a local harm reduction organization, and academic researchers. The focused prompt developed by the team was: "Safe supply would work well if…" Sixty-three drug users participated in three rounds of focus groups as part of the concept mapping process, involving brainstorming, sorting, rating and naming of themes. RESULTS The concept mapping process resulted in six clusters of statements: 1) Right dose and right drugs for me; 2) Safe, positive and welcoming spaces; 3) Safer supply and other services are accessible to me; 4) I am treated with respect; 5) I can easily get my safer supply; and 6) Helps me function and improves my quality of life (as defined by me). The statements within each cluster describe key components central to an effective model of safer supply as defined by drug users. CONCLUSION The results of this study provide insights into key components of effective safer supply to inform planning and evaluation of future safer supply programs informed by drug user perspectives.
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