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McDonell MG, Rawson R. Editorial. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2023; 151:209102. [PMID: 37321351 DOI: 10.1016/j.josat.2023.209102] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/23/2023] [Accepted: 06/07/2023] [Indexed: 06/17/2023]
Affiliation(s)
- Michael G McDonell
- Department of Community and Behavioral Health, Promoting Research Initiative in Substance Use and Mental Health (PRISM) Collaborative, Elson S Floyd College of Medicine, Washington State University, United States of America.
| | - Richard Rawson
- Department of Psychiatry and Biobehavioral Sciences, Geffen School of Medicine, UCLA, United States of America; Vermont Center for Behavior and Health, Center on Rural Addiction, University of Vermont, United States of America.
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Jones AA, Shearer RD, Segel JE, Santos-Lozada A, Strong-Jones S, Vest N, Teixeira da Silva D, Khatri UG, Winkelman TNA. Opioid and stimulant attributed treatment admissions and fatal overdoses: Using national surveillance data to examine the intersection of race, sex, and polysubstance use, 1992-2020. Drug Alcohol Depend 2023; 249:109946. [PMID: 37354584 PMCID: PMC10375360 DOI: 10.1016/j.drugalcdep.2023.109946] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/15/2023] [Revised: 05/10/2023] [Accepted: 05/16/2023] [Indexed: 06/26/2023]
Abstract
BACKGROUND We use national surveillance data to evaluate race/ethnicity by sex/gender differences and trends in substance use treatment admissions and overdose deaths involving opioid and stimulant use. METHODS We used data (1992-2019) from the Treatment Episode Dataset-Admissions to identify treatment admissions and the Center for Disease Control and Prevention's Wide-Ranging Online Data for Epidemiologic Research (1999-2020) to identify overdose deaths. We assessed treatment admissions and related drug overdose deaths per 100,000 adults by sex and race/ethnicity for opioid and stimulant groups: cocaine, opioid, methamphetamines, cocaine and opioid use, cocaine and methamphetamines, and opioid and methamphetamines. RESULTS We found significant variations in treatment admissions and deaths by race/ethnicity and sex/gender. Cocaine-related treatment admissions and deaths were most prevalent among Non-Hispanic Black individuals over the study years, yet lower rates were evident among individuals from other racial/ethnic groups. Notably, Non-Hispanic Black men experienced larger increases in cocaine-only admissions than men of other racial/ethnic groups between 1992 and 2019. Men had higher opioid and stimulant treatment admissions and overdose deaths than women. We observed skyrocketing methamphetamine deaths among American Indian/Native Alaskan men and women from 1992 to 2019. DISCUSSION Steep increases in overdose deaths fueled by methamphetamines among Non-Hispanic Native Americans and cocaine among Non-Hispanic Black individuals suggest a need for more effective interventions to curb stimulant use. Variations by race/ethnicity and sex/gender also suggest interventions should be developed through an intersectionality lens.
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Affiliation(s)
- A A Jones
- Department of Human Development and Family Studies and Family Studies, The Pennsylvania State University, University Park, PA16801, USA; Consortium for Substance Use and Addiction, The Pennsylvania State University, University Park, PA16801, USA.
| | - R D Shearer
- Department of Health Policy and Management, School of Public Health, University of Minnesota, Minneapolis, MN 55455, USA
| | - J E Segel
- Consortium for Substance Use and Addiction, The Pennsylvania State University, University Park, PA16801, USA; Department of Health Policy and Administration, The Pennsylvania State University, University Park, PA16801, USA; Department of Public Health Sciences, The Pennsylvania State University, University Park, PA16801, USA
| | - A Santos-Lozada
- Department of Human Development and Family Studies and Family Studies, The Pennsylvania State University, University Park, PA16801, USA
| | - S Strong-Jones
- Department of Human Development and Family Studies and Family Studies, The Pennsylvania State University, University Park, PA16801, USA
| | - N Vest
- Department of Community and Health Sciences, School of Public Health, Boston University, Boston, MA02118, USA
| | - D Teixeira da Silva
- National Clinician Scholars Program, University of Pennsylvania, Philadelphia, PA, USA
| | - U G Khatri
- Department of Emergency Medicine, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Institute for Health Equity Research, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - T N A Winkelman
- Health, Homelessness, and Criminal Justice Lab, Hennepin Healthcare Research Institute, Minneapolis, MN 55415, USA; Division of General Internal Medicine, Department of Medicine, Hennepin Healthcare, Minneapolis, MN 55415, USA
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Textor L, Friedman J, Bourgois P, Aronowitz S, Simon C, Jauffret-Roustide M, Namirembe S, Brothers S, McNeil R, Knight KR, Hansen H. Rethinking urban-rural designations in public health surveillance of the overdose crisis and crafting an agenda for future monitoring. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2023; 118:104072. [PMID: 37327697 PMCID: PMC10916393 DOI: 10.1016/j.drugpo.2023.104072] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2022] [Revised: 05/09/2023] [Accepted: 05/10/2023] [Indexed: 06/18/2023]
Abstract
Rurality has served as a key concept in popular and scientific understandings of the US overdose crisis, with White, rural, and low-income areas thought to be most heavily affected. However, we observe that overdose trends have risen nearly uniformly across the urban-rural designations employed in most research, implying that their importance has likely been overstated or incorrectly conceptualized. Nevertheless, urbanicity/rurality does serve as a key axis to understand inequalities in overdose mortality when assessed with more nuanced modalities-employing a more granular analysis of geography at the sub-county level, and intersecting rurality sociodemographic indices such as race/ethnicity. Using national overdose data from 1999-2021, we illustrate the intersectional importance of rurality for overdose surveillance. Finally, we offer recommendations for integrating these insights into drug overdose surveillance moving forward.
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Affiliation(s)
- Lauren Textor
- University of California Los Angeles, Medical Scientist Training Program; UCLA Department of Anthropology; Center for Social Medicine, Department of Psychiatry, UCLA, 760 Westwood Plaza Suite B7-435, Los Angeles, CA, 90095-1759.
| | - Joseph Friedman
- University of California Los Angeles, Medical Scientist Training Program
| | - Philippe Bourgois
- Center for Social Medicine, Department of Psychiatry, UCLA, 760 Westwood Plaza Suite B7-435, Los Angeles, CA, 90095-1759
| | | | - Caty Simon
- National Survivors Union, 1116 Grove St., Greensboro, NC, 27403; Whose Corner Is It Anyway, 1187 Northampton St., Holyoke, MA, 01040; NC Survivors Union, 1116 Grove St., Greensboro, NC, 27403
| | | | - Sarah Namirembe
- Department of Mental Health Faculty of Medicine Gulu University, P.o.Box 166, Gulu, Uganda
| | - Sarah Brothers
- The Pennsylvania State University, 316 Oswald Tower University Park, PA, 16802
| | - Ryan McNeil
- Program in Addiction Medicine at Yale University
| | - Kelly Ray Knight
- Department of Humanities and Social Sciences University of California, San Francisco
| | - Helena Hansen
- Professor of Psychiatry and Chair of Research Theme in Translational Social Science and Health Equity at David Geffen School of Medicine, UCLA; Interim Chair, Department of Psychiatry and Biobehavioral Sciences, UCLA; Interim Director, UCLA Semel Institute for Neuroscience and Human Behavior at DGSOM; Interim Physician-in-Chief, Resnick Neuropsychiatric Hospital, UCLA
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304
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Vo HT, Kulikova A, Mayes TL, Carmody T, Shoptaw S, Ling W, Trombello JM, Trivedi MH. Psychometric properties of the Treatment Effectiveness Assessment in methamphetamine use disorder. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2023; 151:209085. [PMID: 37245855 PMCID: PMC10977640 DOI: 10.1016/j.josat.2023.209085] [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: 08/04/2022] [Revised: 05/01/2023] [Accepted: 05/23/2023] [Indexed: 05/30/2023]
Abstract
INTRODUCTION The ability for people living with stimulant use disorder to live meaningful lives requires not only abstinence from addictive substances, but also healthy engagement with their community, lifestyle practices, and overall health. The Treatment Effectiveness Assessment (TEA) assesses components of recovery consisting of four functional domains: substance use, health, lifestyle, and community. This secondary data analysis of 403 participants with severe methamphetamine use disorder tested the reliability and validity of the TEA. METHODS Participants were enrolled in the Accelerated Development of Additive Pharmacotherapy Treatment (ADAPT-2) for methamphetamine use disorder. The study used total TEA and domain scores at baseline to assess factor structure and internal consistency, as well as construct validity related to substance cravings (visual analog scale [VAS]), quality of life (quality-of-life assessment [QoL]), mental health (Patient Health Questionnaire-9 [PHQ-9], Concise Health Risk Tracking Scale Self-Report [CHRT-SR16]), and social support (CHRT-SR16). RESULTS Individual TEA items showed moderate to large correlations with each other (r = 0.27-0.51; p < .001), and strong correlations to the total score (r = 0.69-0.78; p < .001). Internal consistency was strong (coefficient α = 0.73 [0.68-0.77]; coefficient ω = 0.73 [0.69-0.78]). Construct validity was acceptable, with the strongest correlation between the TEA Health item and the general health status item on the QoL (r = 0.53, p < .001). CONCLUSIONS TEA has acceptable levels of reliability and validity supporting prior similar findings in a sample of participants with moderate to severe methamphetamine use disorder. Results from this study provide support for its use in assessing clinically meaningful changes beyond simply reduced substance use.
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Affiliation(s)
- Hoa T Vo
- Center for Depression Research and Clinical Care, Department of Psychiatry and Peter O'Donnell Jr. Brain Institute, UT Southwestern Medical Center, Dallas, TX, USA
| | - Alexandra Kulikova
- Center for Depression Research and Clinical Care, Department of Psychiatry and Peter O'Donnell Jr. Brain Institute, UT Southwestern Medical Center, Dallas, TX, USA
| | - Taryn L Mayes
- Center for Depression Research and Clinical Care, Department of Psychiatry and Peter O'Donnell Jr. Brain Institute, UT Southwestern Medical Center, Dallas, TX, USA
| | - Thomas Carmody
- Center for Depression Research and Clinical Care, Department of Psychiatry and Peter O'Donnell Jr. Brain Institute, UT Southwestern Medical Center, Dallas, TX, USA; Peter O'Donnell Jr. School of Public Health, UT Southwestern Medical Center, Dallas, TX, USA
| | - Steve Shoptaw
- University of California Los Angeles, Los Angeles, CA, USA
| | - Walter Ling
- University of California Los Angeles, Los Angeles, CA, USA
| | - Joseph M Trombello
- Center for Depression Research and Clinical Care, Department of Psychiatry and Peter O'Donnell Jr. Brain Institute, UT Southwestern Medical Center, Dallas, TX, USA
| | - Madhukar H Trivedi
- Center for Depression Research and Clinical Care, Department of Psychiatry and Peter O'Donnell Jr. Brain Institute, UT Southwestern Medical Center, Dallas, TX, USA.
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305
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Powell D, Shetty KD, Peet ED. Trends in overdose deaths involving gabapentinoids and Z-drugs in the United States. Drug Alcohol Depend 2023; 249:109952. [PMID: 37301069 PMCID: PMC10332434 DOI: 10.1016/j.drugalcdep.2023.109952] [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: 01/24/2023] [Revised: 04/10/2023] [Accepted: 05/27/2023] [Indexed: 06/12/2023]
Abstract
INTRODUCTION As policies have been implemented to limit access to prescription opioids, other drugs have been prescribed off-label, sometimes concurrently with opioids, to manage pain. There are concerns about the use of gabapentinoids and "Z-drugs" with opioids. As the opioid crisis transitions to illicit opioids and polysubstance use, little work quantifies the concurrent involvement of non-opioid prescription drugs and illicit opioids in overdose deaths. METHODS Data from the census of deaths in the United States for 1999-2020 were used to understand trends in deaths involving gabapentinoids/Z-drugs and opioid co-involvement. These trends were studied overall and by sex, race, age, and education. RESULTS Per capita overdose deaths involving gabapentinoids/Z-drugs increased almost continuously since 1999, averaging 15.8% annual growth. This rate increased to 32% in 2020, primarily due to overdoses involving synthetic opioids. Women typically had higher rates of overdose deaths involving both opioids and gabapentinoids/Z-drugs, though this disparity disappeared in 2020. White Americans and American Indians/Alaskan Natives historically had higher rates than other racial groups; however, Black Americans experienced over 60% annual growth in recent years. Low education groups have been disproportionately impacted. The age incidence tends to be older than overdoses involving opioids more generally. CONCLUSION Overdose deaths involving opioids and gabapentinoids/Z-drugs have tended to disproportionately affect women and older age groups compared to all opioid-involved overdoses. As deaths involving synthetic opioids likely reflect use of illicitly-obtained opioids, there may be less of a role for policies targeting the concurrent prescribing of gabapentinoids/Z-drugs with opioids to reduce these deaths.
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Affiliation(s)
- David Powell
- RAND, 1200 S. Hayes St, Arlington, VA22202, United States.
| | | | - Evan D Peet
- RAND, 4570 Fifth Ave, Pittsburgh, PA15213, United States
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306
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Alwafi H. Trends in hospital admission related to poisoning by, narcotics and psychodysleptics and poisoning by antiepileptic, sedative-hypnotic, and antiparkinsonism drugs in England and Wales between April 1999 and April 2020: An ecological study. Saudi Pharm J 2023; 31:101670. [PMID: 37576854 PMCID: PMC10415227 DOI: 10.1016/j.jsps.2023.06.003] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2023] [Accepted: 06/06/2023] [Indexed: 08/15/2023] Open
Abstract
Background This study aimed to investigate the trend of hospital admissions related to poisoning by narcotics and psychodysleptics and poisoning by antiepileptic, sedative-hypnotic, and antiparkinsonism drugs in England and Wales between April 1999 and April 2020. Methods An observational ecological study were conducted using data from the Hospital Episode Statistics database in England and the Patient Episode Database for Wales. The rate of hospital admissions with 95% confidence intervals (CIs) was calculated by dividing the number of episodes of poisoning by narcotics and psychodysleptics related admission and poisoning by antiepileptic, sedative-hypnotic, and antiparkinsonism drugs-related admission by the mid-year population from the Office for National Statistics. All analyses were conducted using SPSS version 27. Results The total annual number of hospital admissions for narcotics and psychodysfunctionals poisonings increased by 1.40-fold [from 15.70 (95% CI 15.36-16.04) in 1999 to 37.64 (95% CI 37.15-38.13) in 2020 per 100,000 people, p < 0.01]. However, the overall annual number of poisonings by antiepileptic, sedative-hypnotic and antiparkinsonism drugs hospital admissions for various reasons decreased by 12.8% [from 33.55 (95% CI 33.05-34.04) in 1999 to 29.26 (95% CI 28.82-29.69) in 2020 per 100,000 persons, p < 0.05]. Poisoning by other opioids (53.2%), heroin (15.1%), and other synthetic narcotics (13.3%) were the most common reasons for narcotic and psychodysfunctional poisoning. While poisoning by benzodiazepines (54.2%) and poisoning: other antiepileptic and sedative-hypnotic drugs (30.7%) were the most common hospital admission reasons for poisoning by antiepileptic, sedative-hypnotic, and antiparkinsonism. Conclusion Poisoning by narcotics have increased in England and Wales over the study period, however, poisoning by antiepileptic, sedative-hypnotic, and antiparkinsonism drugs in England and Wales were relatively stable during the same period. Future initiatives and awareness programs to prevent harmful use and drug poisoning by narcotics, sedative-hypnotic and other medications are needed.
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Affiliation(s)
- Hassan Alwafi
- Pharmacology and Toxicology Department, Faculty of Medicine, Umm Al-Qura University, Makkah, Saudi Arabia
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307
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Saloner B, Whitley P, Dawson E, Passik S, Gordon AJ, Stein BD. Polydrug use among patients on methadone medication treatment: Evidence from urine drug testing to inform patient safety. Addiction 2023; 118:1549-1556. [PMID: 37158468 PMCID: PMC10330099 DOI: 10.1111/add.16180] [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: 07/18/2022] [Accepted: 02/16/2023] [Indexed: 05/10/2023]
Abstract
AIMS Patients in methadone medication treatment for opioid use disorder (M-MOUD) typically have a complex history of opioid use, often in combination with other drugs. It is unknown how frequently M-MOUD patients experience persistent substance or polysubstance use. We measured trends in illicit substance use in a large, multistate population of M-MOUD patients and persistence of substance use in the first year of treatment. DESIGN Retrospective cohort study of United States (US) M-MOUD patients from 2017 to 2021, focused on urine drug specimens provided for testing to Millennium Health, a third-party laboratory. Specimens were analyzed using liquid chromatography-tandem mass spectrometry (LC-MS/MS). Generalized estimating equations (GEE) were used to estimate the average trends in positivity during time in treatment. SETTING Specimens were obtained from clinics in 10 US states that provided at least 300 unique patients during the study period (Alaska, Arizona, Florida, Illinois, Kentucky, Minnesota, New Mexico, Ohio, Virginia and Washington). PARTICIPANTS Patients with opioid use disorder receiving M-MOUD (n = 16 386). MEASUREMENTS Positivity rates for heroin, fentanyl, methamphetamine and cocaine. FINDINGS From 2017 to 2021, yearly crude positivity rates for first collected specimens increased for fentanyl (13.1%-53.0%, P < 0.001), methamphetamine (10.6%-27.2%, P < 0.001) and cocaine (13.8%-19.5%, P < 0.001); for heroin positivity did not significantly change (6.9%-6.5%, P = 0.74). In regression models estimating patient trajectories from week 1 to week 52, marginal fentanyl positivity declined from 21.8% to 17.1% (incidence rate ratio [IRR] = 0.78, P < 0.001) and heroin positivity declined from 8.4% to 4.3% (IRR = 0.51, P < 0.001), but positivity for methamphetamine and cocaine did not significantly change, remaining at an average of 17.7% (IRR = 0.98, P = 0.53) and 9.2% (IRR = 0.96, P = 0.36), respectively. CONCLUSIONS Between 2017 and 2021, United States patients presenting to opioid treatment programs increasingly tested positive for fentanyl, methamphetamine and cocaine. Methadone medication treatment for opioid use disorder appears to remain an effective intervention for reducing illicit opioid use.
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Affiliation(s)
- Brendan Saloner
- Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | | | - Eric Dawson
- Millennium Health, San Diego, California, USA
| | | | - Adam J Gordon
- University of Utah and Veterans Health Administration, Salt Lake City, Utah, USA
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Shover CL, Friedman JR, Romero R, Buhr R, Chu B, Tang A, Medina JA, Wisk L, Lucas J, Goodman-Meza D. Longitudinal changes in co-involved drugs, comorbidities, and demographics of methamphetamine-related deaths in Los Angeles County. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2023; 151:209101. [PMID: 37315796 PMCID: PMC10623547 DOI: 10.1016/j.josat.2023.209101] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/21/2022] [Revised: 06/01/2023] [Accepted: 06/04/2023] [Indexed: 06/16/2023]
Abstract
INTRODUCTION We conducted a population-based observational study of all medical examiner cases in Los Angeles County from January 2012 through June 2021 in which methamphetamine was listed as a cause of or contributing factor to death (n = 6125). We aimed to characterize demographics, comorbidities, and co-involved substances in methamphetamine-related deaths longitudinally in Los Angeles County, California. METHODS We used detailed death record data to manually classify fatalities by involvement of each organ system, opioids, alcohol, cocaine, other drugs or medications, and external/traumatic causes. Primary outcomes included: the number of methamphetamine-involved deaths, demographics of decedents, percentage of methamphetamine deaths also involving other drugs, and percentage of methamphetamine deaths involving different organ systems. We performed Mann Kendall tests of trends to identify statistically significant longitudinal changes. RESULTS During the study period, the percentage of methamphetamine-related deaths involving opioids significantly increased from 16 % in 2012 to 54 % in 2021 (p < 0.001). Concurrently, the percentage involving cardiovascular causes significantly decreased from 47 % to 26 % (p < 0.05). Methamphetamine-related deaths in LAC increasingly affected people experiencing homelessness, for whom the percentage tripled from 13 % in 2012 to 35 % in 2021. The share of decedents under 40 years old increased from 33 % to 41 %. The percentage of Black or African American decedents increased over five-fold from 3 % to 17 %. CONCLUSIONS Methamphetamine-related deaths involving opioids more than tripled in Los Angeles County from 2012 to 2021, reflecting the drug supply's shift to illicit fentanyl. More than a quarter involved cardiovascular causes. These findings have implications for treatment and prevention, including scaling up contingency management, distributing naloxone to people who primarily use stimulants, and including cardiovascular care alongside these interventions directly targeted to reduce harms of methamphetamine use.
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Affiliation(s)
- Chelsea L Shover
- Division of General Internal Medicine and Health Services Research, University of California, Los Angeles, CA, USA.
| | | | - Ruby Romero
- Division of General Internal Medicine and Health Services Research, University of California, Los Angeles, CA, USA
| | - Russell Buhr
- Division of Pulmonary and Critical Care, University of California, Los Angeles, CA, USA
| | - Brian Chu
- UCLA David Geffen School of Medicine, Los Angeles, CA, USA
| | - Amber Tang
- UCLA David Geffen School of Medicine, Los Angeles, CA, USA
| | - Jesus A Medina
- UCLA David Geffen School of Medicine, Los Angeles, CA, USA
| | - Lauren Wisk
- Division of General Internal Medicine and Health Services Research, University of California, Los Angeles, CA, USA
| | - Jonathan Lucas
- Department of Medical Examiner-Coroner, Los Angeles County, Los Angeles, CA, USA
| | - David Goodman-Meza
- Division of Infectious Diseases, University of California, Los Angeles, CA, USA
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309
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Parker MA, Valdez D, Rao VK, Eddens KS, Agley J. Results and Methodological Implications of the Digital Epidemiology of Prescription Drug References Among Twitter Users: Latent Dirichlet Allocation (LDA) Analyses. J Med Internet Res 2023; 25:e48405. [PMID: 37505795 PMCID: PMC10422173 DOI: 10.2196/48405] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2023] [Revised: 06/01/2023] [Accepted: 06/15/2023] [Indexed: 07/29/2023] Open
Abstract
BACKGROUND Social media is an important information source for a growing subset of the population and can likely be leveraged to provide insight into the evolving drug overdose epidemic. Twitter can provide valuable insight into trends, colloquial information available to potential users, and how networks and interactivity might influence what people are exposed to and how they engage in communication around drug use. OBJECTIVE This exploratory study was designed to investigate the ways in which unsupervised machine learning analyses using natural language processing could identify coherent themes for tweets containing substance names. METHODS This study involved harnessing data from Twitter, including large-scale collection of brand name (N=262,607) and street name (N=204,068) prescription drug-related tweets and use of unsupervised machine learning analyses (ie, natural language processing) of collected data with data visualization to identify pertinent tweet themes. Latent Dirichlet allocation (LDA) with coherence score calculations was performed to compare brand (eg, OxyContin) and street (eg, oxys) name tweets. RESULTS We found people discussed drug use differently depending on whether a brand name or street name was used. Brand name categories often contained political talking points (eg, border, crime, and political handling of ongoing drug mitigation strategies). In contrast, categories containing street names occasionally referenced drug misuse, though multiple social uses for a term (eg, Sonata) muddled topic clarity. CONCLUSIONS Content in the brand name corpus reflected discussion about the drug itself and less often reflected personal use. However, content in the street name corpus was notably more diverse and resisted simple LDA categorization. We speculate this may reflect effective use of slang terminology to clandestinely discuss drug-related activity. If so, straightforward analyses of digital drug-related communication may be more difficult than previously assumed. This work has the potential to be used for surveillance and detection of harmful drug use information. It also might be used for appropriate education and dissemination of information to persons engaged in drug use content on Twitter.
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Affiliation(s)
- Maria A Parker
- Department of Epidemiology and Biostatistics, School of Public Health, Indiana University Bloomington, Bloomington, IN, United States
| | - Danny Valdez
- Department of Applied Health Science, School of Public Health, Indiana University Bloomington, Bloomington, IN, United States
| | - Varun K Rao
- Department of Epidemiology and Biostatistics, School of Public Health, Indiana University Bloomington, Bloomington, IN, United States
- Department of Informatics, Luddy School of Informatics, Computing, and Engineering, Indiana University Bloomington, Bloomington, IN, United States
| | - Katherine S Eddens
- Department of Epidemiology and Biostatistics, School of Public Health, Indiana University Bloomington, Bloomington, IN, United States
| | - Jon Agley
- Department of Applied Health Science, School of Public Health, Indiana University Bloomington, Bloomington, IN, United States
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310
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Andraka-Christou B, Asi YM, Totaram R, Matusow H. Problem-Solving Court Staff Preferences for Educational Videos about Medications for Opioid Use Disorder. Subst Use Misuse 2023; 58:1550-1559. [PMID: 37462200 DOI: 10.1080/10826084.2023.2236201] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 08/25/2023]
Abstract
Problem-solving courts use an interdisciplinary approach with treatment mandates, hearings, and monitoring to rehabilitate individuals arrested for drug-related crimes or lost custody of children due to drug use. Medications for opioid use disorder (MOUD) are the standard of care for treating opioid use disorder (OUD), but few problem-solving court clients with OUD are referred to MOUD. Previous studies found court staff often harbor misconceptions about MOUD and could benefit from MOUD education. Tailoring education to the intended audience is an educational best practice. We sought to identify content and style preferences for two MOUD education videos: 1) an introduction to MOUD and, 2) MOUD myths/misconceptions. We recruited 40 Florida problem-solving court staff. Using semi-structured interviews, invited document/script edits, and qualitative surveys, we collected data at each of four video development stages. We used template analysis for qualitative data. Court staff desired the following content: OUD as a chronic brain condition and MOUD as an effective response; MOUD risks and benefits; how MOUD is accessed; and the appropriate role of court staff with MOUD decisions. Style preferences were: no juvenile/cutesy animation; relatable characters/environments; simple concept illustration; individualizing the learning experience; and combinations of scientific animated videos and successful stakeholder interviews. Our findings reinforce the importance of tailoring MOUD education to the audience. Court staff's wish for education about their appropriate role with MOUD reflects their unique position making treatment referrals. Court staff's desire for stakeholder recordings of success stories mirrors the importance of opinion leaders in other dissemination studies.
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Affiliation(s)
- Barbara Andraka-Christou
- School of Global Health Management & Informatics, University of Central Florida, Orlando, FL, USA
- Department of Internal Medicine (Secondary Joint Appointment), University of Central Florida, Orlando, FL, USA
| | - Yara M Asi
- School of Global Health Management & Informatics, University of Central Florida, Orlando, FL, USA
| | - Rachel Totaram
- School of Global Health Management & Informatics, University of Central Florida, Orlando, FL, USA
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Ondocsin J, Holm N, Mars SG, Ciccarone D. The motives and methods of methamphetamine and 'heroin' co-use in West Virginia. Harm Reduct J 2023; 20:88. [PMID: 37438812 PMCID: PMC10339587 DOI: 10.1186/s12954-023-00816-8] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2023] [Accepted: 06/22/2023] [Indexed: 07/14/2023] Open
Abstract
BACKGROUND Opioid and methamphetamine co-use is increasing across the USA with overdoses involving these drugs also rising. West Virginia (WV) has led the US in opioid overdose death rates since at least 2013 and rising co-use of methamphetamine with opioids has played a greater role in deaths over the last 5 years. METHODS This study used rapid ethnography to examine methods and motivations behind opioids and methamphetamine co-use from the viewpoint of their consumers. Participants (n = 30) were people who injected heroin/fentanyl also using methamphetamine who participated in semi-structured interviews. RESULTS We found multiple methods of co-using opioids and methamphetamine, whether alternately or simultaneously and in varying order. Most prioritized opioids, with motives for using methamphetamine forming three thematic categories: 'intrinsic use', encompassing both inherent pleasure of combined use greater than using both drugs separately or for self-medication of particular conditions; 'opioid assisting use' in which methamphetamine helped people manage their existing heroin/fentanyl use; and 'reluctant or indifferent use' for social participation, reflecting methamphetamine's low cost and easy availability. CONCLUSIONS Methamphetamine serves multiple functions among people using opioids in WV. Beliefs persist that methamphetamine can play a role in preventing and reversing opioid overdose, including some arguments for sequential use being protective of overdose. 'Reluctant' uptake attests to methamphetamine's social use and the influence of supply. The impact on overdose risk of the many varied co-use patterns needs further investigation.
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Affiliation(s)
- Jeff Ondocsin
- Department of Family and Community Medicine, University of California, 500 Parnassus Avenue, MU3E, San Francisco, CA, 94143, USA.
| | - Nicole Holm
- Department of Family and Community Medicine, University of California, 500 Parnassus Avenue, MU3E, San Francisco, CA, 94143, USA
| | - Sarah G Mars
- Department of Family and Community Medicine, University of California, 500 Parnassus Avenue, MU3E, San Francisco, CA, 94143, USA
| | - Daniel Ciccarone
- Department of Family and Community Medicine, University of California, 500 Parnassus Avenue, MU3E, San Francisco, CA, 94143, USA
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Swartz JA, Lieberman M, Jimenez AD, Mackesy-Amiti ME, Whitehead HD, Hayes KL, Taylor L, Prete E. Current attitudes toward drug checking services and a comparison of expected with actual drugs present in street drug samples collected from opioid users. Harm Reduct J 2023; 20:87. [PMID: 37420196 PMCID: PMC10327398 DOI: 10.1186/s12954-023-00821-x] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2022] [Accepted: 07/03/2023] [Indexed: 07/09/2023] Open
Abstract
BACKGROUND The opioid epidemic continues to be associated with high numbers of fatalities in the USA and other countries, driven mainly by the inclusion of potent synthetic opioids in street drugs. Drug checking by means of various technologies is being increasingly implemented as a harm reduction strategy to inform users about constituent drugs in their street samples. We assessed how valued drug checking services (DCS) would be for opioid street drug users given the ubiquity of fentanyl and related analogs in the drug supply, the information they would most value from drug checking, and compared expected versus actual constituent drugs in collected samples. METHODS A convenience sample of opioid street drug users (N = 118) was recruited from two syringe service exchange programs in Chicago between 2021 and 2022. We administered brief surveys asking about overdose history, whether fentanyl was their preferred opioid, and interest in DCS. We also collected drug samples and asked participants what drug(s) they expected were in the sample. Provided samples were analyzed using LC-MS technology and the results compared to their expected drugs. RESULTS Participants reported an average of 4.4 lifetime overdoses (SD = 4.8, range = 0-20) and 1.1 (SD = 1.8, range = 0-10) past-year overdoses. A majority (92.1%) believed they had recently used drugs containing fentanyl whether intentionally or unintentionally. Opinions about the desirability of fentanyl were mixed with 56.1% indicating they did not and 38.0% indicating they did prefer fentanyl over other opioids, mainly heroin. Attitudes toward DCS indicated a general but not uniform receptiveness with a majority indicating interest in DCS though sizeable minorities believed DCS was "too much trouble" (25.2%) or there was "no point" in testing (35.4%). Participants were especially inaccurate identifying common cutting agents and potentiating drugs such as diphenhydramine in their samples (sensitivity = .17). CONCLUSIONS Results affirmed street drug users remain interested in using DCS to monitor their drugs and such services should be more widely available. Advanced checking technologies that provide information on the relative quantities and the different drugs present in a given sample available at point-of-care, would be most valuable but remain challenging to implement.
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Affiliation(s)
- James A Swartz
- Jane Addams College of Social Work, University of Illinois Chicago, 1040 W. Harrison Street, (MC 309), Chicago, IL, 60607, USA.
| | - Marya Lieberman
- Department of Chemistry and Biochemistry, University of Notre Dame, Notre Dame, USA
| | - A David Jimenez
- Community Health Sciences, School of Public Health, University of Illinois Chicago, Chicago, USA
| | - Mary Ellen Mackesy-Amiti
- Community Health Sciences, School of Public Health, University of Illinois Chicago, Chicago, USA
| | - Heather D Whitehead
- Department of Chemistry and Biochemistry, University of Notre Dame, Notre Dame, USA
| | - Kathleen L Hayes
- Department of Chemistry and Biochemistry, University of Notre Dame, Notre Dame, USA
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Collins AB, Wightman RS, Macon EC, Guan Y, Shihipar A, Krieger M, Elmaleh R, Smith MC, Morales A, Badea A. Comprehensive testing and rapid dissemination of local drug supply surveillance data in Rhode Island. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2023; 118:104118. [PMID: 37422985 DOI: 10.1016/j.drugpo.2023.104118] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2023] [Revised: 06/26/2023] [Accepted: 06/30/2023] [Indexed: 07/11/2023]
Abstract
BACKGROUND The North American overdose crisis has continued at unprecedented rates with more than 100,000 overdose deaths estimated to have occurred in the United States in 2022. Regional variations in overdose rates signify differences in local drug supplies. State-level drug supply surveillance systems have been limited in their ability to document and communicate the rapidly changing drug supplies which can hinder harm reduction efforts at the community level. We sought to address by piloting a two-year, community-engaged local drug supply surveillance program in Rhode Island (RI). METHODS The first set of samples (n = 125) were collected from May 2022 to January 2023 across RI and included used paraphernalia (e.g., cookers), refuse (e.g., baggies), and product. Samples were tested using comprehensive toxicology testing approaches via liquid chromatography quadrupole time-of-flight mass spectrometry (LC-QTOF-MS). Results were disseminated to participants and the broader public across platforms. RESULTS Fentanyl was detected in 67.2% of all samples tested. 39.2% (n = 49) of samples were expected to be fentanyl. Xylazine was detected in 41.6% of all samples-always in combination with fentanyl-and no samples were expected to contain xylazine. In expected stimulant samples (n = 39), 10% contained fentanyl and/or analogues as major substances and 30.8% contained trace amounts of fentanyl and/or analogues. In expected stimulant samples, 15.4% contained xylazine with fentanyl. No opioids or benzodiazepines were detected in expected hallucinogen or dissociative samples (n = 7). In expected benzodiazepine samples (n = 8), no opioids were detected. CONCLUSIONS Our results describe part of the local drug supply in Rhode Island, including a presence of NPS and adulterants (e.g., designer benzodiazepines, xylazine). Importantly, our findings underscore the feasibility of developing a community-driven drug supply surveillance database. Expanding drug supply surveillance initiatives is imperative for improving the health and safety of people who use drugs and informing public health approaches to addressing the overdose crisis.
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Affiliation(s)
- Alexandra B Collins
- Department of Epidemiology, Brown University School of Public Health, Providence, RI, USA.
| | - Rachel S Wightman
- Department of Emergency Medicine, Warren Alpert Medical School of Brown University, Providence, RI, USA
| | - E Claire Macon
- Department of Epidemiology, Brown University School of Public Health, Providence, RI, USA
| | - Yingjie Guan
- Department of Pathology and Laboratory Medicine, Rhode Island Hospital, Lifespan Academic Medical Center, Providence, RI, USA
| | - Abdullah Shihipar
- Department of Epidemiology, Brown University School of Public Health, Providence, RI, USA
| | - Maxwell Krieger
- Department of Epidemiology, Brown University School of Public Health, Providence, RI, USA
| | | | - Megan C Smith
- School of Social Work, Rhode Island College, Providence, RI, USA; House of Hope Community Development Corporation, Warwick, RI, USA; Warren Alpert Medical School, Providence, RI, USA
| | | | - Adina Badea
- Department of Pathology and Laboratory Medicine, Warren Alpert Medical School of Brown University, Providence, RI, USA; Department of Pathology and Laboratory Medicine, Rhode Island Hospital, Lifespan Academic Medical Center, Providence, RI, USA
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314
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Powell D, Peet ED, Pacula RL. Understanding the rise in overdose deaths involving opioids and non-opioid prescription drugs in the United States. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2023:104104. [PMID: 37422359 PMCID: PMC10770297 DOI: 10.1016/j.drugpo.2023.104104] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2023] [Revised: 04/11/2023] [Accepted: 06/13/2023] [Indexed: 07/10/2023]
Abstract
BACKGROUND Previous studies demonstrate that the reformulation of OxyContin in the U.S. in 2010 induced substitution to illicit opioids, causing illicit opioid markets to grow disproportionately fast in states more exposed to the reformulation. In this paper, we examine if this shift to the illicit market also led to a rise in polysubstance overdose deaths involving non-opioid prescription drugs, including gabapentinoids and "Z-drugs" and, separately, benzodiazepines. METHODS Using a difference-in-differences framework, the relationship between exposure to reformulation and overdose death rates including specific substances was studied in each year from 1999 to 2020 while accounting for fixed differences across states, common nationwide shocks, and state-level differences in pain reliever misuse prior to reformulation. Exposure to reformulation was measured as the pre-reformulation rate of OxyContin misuse. RESULTS Exposure to reformulation predicted growth in overdose deaths involving gabapentinoids and Z-drugs. There is less evidence that it predicted growth in overdose deaths involving benzodiazepines. However, for all substances, there is strong evidence that pre-reformulation OxyContin misuse rates predicted post-reformulation growth in overdose deaths concurrently involving synthetic opioids. DISCUSSION The opioid crisis has changed in radical ways. This study links a major supply-side intervention to the increase in polysubstance overdose deaths involving non-opioid prescription drugs, specifically gabapentinoids and Z-drugs.
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Affiliation(s)
- David Powell
- RAND Corporation, 1200 South Hayes Street, Arlington, VA 22202 USA.
| | - Evan D Peet
- RAND Corporation, 4570 Fifth Ave, Pittsburgh, PA 15213 USA
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315
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Schifano F, Vento A, Scherbaum N, Guirguis A. Stimulant and hallucinogenic novel psychoactive substances; an update. Expert Rev Clin Pharmacol 2023; 16:1109-1123. [PMID: 37968919 DOI: 10.1080/17512433.2023.2279192] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2023] [Accepted: 10/31/2023] [Indexed: 11/17/2023]
Abstract
INTRODUCTION The renewed interest in considering a range of stimulants, psychedelics and dissociatives as therapeutics emphasizes the need to draft an updated overview of these drugs' clinical and pharmacological issues. AREAS COVERED The focus here was on: stimulants (e.g. amphetamines, methamphetamine, and pseudoephedrine; phenethylamines; synthetic cathinones; benzofurans; piperazines; aminoindanes; aminorex derivatives; phenmetrazine derivatives; phenidates); classical (e.g. ergolines; tryptamines; psychedelic phenethylamines), and atypical (e.g. PCP/ketamine-like dissociatives) psychedelics.Stimulant and psychedelics are associated with: a) increased central DA levels (psychedelic phenethylamines, synthetic cathinones and stimulants); b) 5-HT receptor subtypes' activation (psychedelic phenethylamines; recent tryptamine and lysergamide derivatives); and c) antagonist activity at NMDA receptors, (phencyclidine-like dissociatives). EXPERT OPINION Clinicians should be regularly informed about the range of NPS and their medical, psychobiological and psychopathological risks both in the acute and long term. Future research should focus on an integrative model in which pro-drug websites' analyses are combined with advanced research approaches, including computational chemistry studies so that in vitro and in vivo preclinical studies of index novel psychoactives can be organized. The future of psychedelic research should focus on identifying robust study designs to convincingly assess the potential therapeutic benefits of psychedelics, molecules likely to present with limited dependence liability levels.
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Affiliation(s)
- F Schifano
- Psychopharmacology Drug Misuse and Novel Psychoactive Substances Research Unit, School of Life and Medical Sciences, University of Hertfordshire, Hatfield, Herts (UK)
| | - A Vento
- Mental Health Department, Addiction Observatory (Osservatorio sulle dipendenze)- NonProfit Association - Rome, Rome, Italy
| | - N Scherbaum
- LVR-University Hospital, Department of Psychiatry and Psychotherapy, Medical Faculty, University of Duisburg-Essen, Essen, Germany
| | - A Guirguis
- Psychopharmacology Drug Misuse and Novel Psychoactive Substances Research Unit, School of Life and Medical Sciences, University of Hertfordshire, Hatfield, Herts (UK)
- Pharmacy, Swansea University Medical School, Faculty of Medicine, Health and Life Science, Swansea University, Wales, UK
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316
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Palamar JJ. Awareness that cocaine can contain fentanyl among nightclub and festival attendees in New York City, 2018-2022. Public Health Nurs 2023; 40:566-571. [PMID: 36961114 PMCID: PMC10330086 DOI: 10.1111/phn.13193] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Revised: 02/03/2023] [Accepted: 03/12/2023] [Indexed: 03/25/2023]
Abstract
People who attend nightclubs and dance festivals-particularly those that feature electronic dance music (EDM), are at high risk for use of cocaine and other party drugs. Given that cocaine is now sometimes adulterated with fentanyl, this study examines trends in people's knowledge about such risk of adulteration to inform prevention and harm reduction efforts. Adults were surveyed entering randomly selected EDM events (including dance festivals) in New York City in 2018, 2019, 2021, and 2022 (n = 2107). They were asked whether they agree that some dealers sell cocaine containing fentanyl, and trends in agreement were estimated. Prevalence of agreement that cocaine can be adulterated increased from 42.1% (95% CI: 36.8-47.6) in 2018 to 65.6% (95% CI: 54.1-75.4) in 2022-a 55.8% increase (p < .001). Between 2018 and 2022, particular increases occurred among those not reporting past-year cocaine use (by 61.6%, p < .001), among White individuals (by 68.1%, p < .001), those with some college (by 68.5%, p = .021), and those age ≥26 (by 83.8%, p = .001). Awareness that cocaine can contain fentanyl is increasing in this high-risk population. Continued education is needed for high-risk populations regarding both opioid overdose response and test strips that can test drugs for the presence of fentanyl.
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Affiliation(s)
- Joseph J. Palamar
- New York University Grossman School of Medicine, Department of Population Health, New York, NY
- New York University Rory Meyers College of Nursing, New York, NY
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317
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Ray B, Korzeniewski SJ, Mohler G, Carroll JJ, Del Pozo B, Victor G, Huynh P, Hedden BJ. Spatiotemporal Analysis Exploring the Effect of Law Enforcement Drug Market Disruptions on Overdose, Indianapolis, Indiana, 2020-2021. Am J Public Health 2023; 113:750-758. [PMID: 37285563 PMCID: PMC10262257 DOI: 10.2105/ajph.2023.307291] [Citation(s) in RCA: 39] [Impact Index Per Article: 19.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/13/2023] [Indexed: 06/09/2023]
Abstract
Objectives. To test the hypothesis that law enforcement efforts to disrupt local drug markets by seizing opioids or stimulants are associated with increased spatiotemporal clustering of overdose events in the surrounding geographic area. Methods. We performed a retrospective (January 1, 2020 to December 31, 2021), population-based cohort study using administrative data from Marion County, Indiana. We compared frequency and characteristics of drug (i.e., opioids and stimulants) seizures with changes in fatal overdose, emergency medical services nonfatal overdose calls for service, and naloxone administration in the geographic area and time following the seizures. Results. Within 7, 14, and 21 days, opioid-related law enforcement drug seizures were significantly associated with increased spatiotemporal clustering of overdoses within radii of 100, 250, and 500 meters. For example, the observed number of fatal overdoses was two-fold higher than expected under the null distribution within 7 days and 500 meters following opioid-related seizures. To a lesser extent, stimulant-related drug seizures were associated with increased spatiotemporal clustering overdose. Conclusions. Supply-side enforcement interventions and drug policies should be further explored to determine whether they exacerbate an ongoing overdose epidemic and negatively affect the nation's life expectancy. (Am J Public Health. 2023;113(7):750-758. https://doi.org/10.2105/AJPH.2023.307291).
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Affiliation(s)
- Bradley Ray
- Bradley Ray is with RTI International, Research Triangle Park, NC. Steven J. Korzeniewski is with the School of Medicine, Wayne State University, Detroit, MI. George Mohler is with the Computer Science Department, Boston College, Chestnut Hill, MA. Jennifer J. Carroll is with the Department of Sociology and Anthropology, North Carolina State University, Raleigh. Brandon del Pozo is with the Warren Alpert School of Medicine, Brown University, Providence, RI. Grant Victor is with the School of Social Work, Rutgers University, New Brunswick, NJ. Philip Huynh and Bethany J. Hedden are with the Center for Behavioral Health and Justice, Wayne State University
| | - Steven J Korzeniewski
- Bradley Ray is with RTI International, Research Triangle Park, NC. Steven J. Korzeniewski is with the School of Medicine, Wayne State University, Detroit, MI. George Mohler is with the Computer Science Department, Boston College, Chestnut Hill, MA. Jennifer J. Carroll is with the Department of Sociology and Anthropology, North Carolina State University, Raleigh. Brandon del Pozo is with the Warren Alpert School of Medicine, Brown University, Providence, RI. Grant Victor is with the School of Social Work, Rutgers University, New Brunswick, NJ. Philip Huynh and Bethany J. Hedden are with the Center for Behavioral Health and Justice, Wayne State University
| | - George Mohler
- Bradley Ray is with RTI International, Research Triangle Park, NC. Steven J. Korzeniewski is with the School of Medicine, Wayne State University, Detroit, MI. George Mohler is with the Computer Science Department, Boston College, Chestnut Hill, MA. Jennifer J. Carroll is with the Department of Sociology and Anthropology, North Carolina State University, Raleigh. Brandon del Pozo is with the Warren Alpert School of Medicine, Brown University, Providence, RI. Grant Victor is with the School of Social Work, Rutgers University, New Brunswick, NJ. Philip Huynh and Bethany J. Hedden are with the Center for Behavioral Health and Justice, Wayne State University
| | - Jennifer J Carroll
- Bradley Ray is with RTI International, Research Triangle Park, NC. Steven J. Korzeniewski is with the School of Medicine, Wayne State University, Detroit, MI. George Mohler is with the Computer Science Department, Boston College, Chestnut Hill, MA. Jennifer J. Carroll is with the Department of Sociology and Anthropology, North Carolina State University, Raleigh. Brandon del Pozo is with the Warren Alpert School of Medicine, Brown University, Providence, RI. Grant Victor is with the School of Social Work, Rutgers University, New Brunswick, NJ. Philip Huynh and Bethany J. Hedden are with the Center for Behavioral Health and Justice, Wayne State University
| | - Brandon Del Pozo
- Bradley Ray is with RTI International, Research Triangle Park, NC. Steven J. Korzeniewski is with the School of Medicine, Wayne State University, Detroit, MI. George Mohler is with the Computer Science Department, Boston College, Chestnut Hill, MA. Jennifer J. Carroll is with the Department of Sociology and Anthropology, North Carolina State University, Raleigh. Brandon del Pozo is with the Warren Alpert School of Medicine, Brown University, Providence, RI. Grant Victor is with the School of Social Work, Rutgers University, New Brunswick, NJ. Philip Huynh and Bethany J. Hedden are with the Center for Behavioral Health and Justice, Wayne State University
| | - Grant Victor
- Bradley Ray is with RTI International, Research Triangle Park, NC. Steven J. Korzeniewski is with the School of Medicine, Wayne State University, Detroit, MI. George Mohler is with the Computer Science Department, Boston College, Chestnut Hill, MA. Jennifer J. Carroll is with the Department of Sociology and Anthropology, North Carolina State University, Raleigh. Brandon del Pozo is with the Warren Alpert School of Medicine, Brown University, Providence, RI. Grant Victor is with the School of Social Work, Rutgers University, New Brunswick, NJ. Philip Huynh and Bethany J. Hedden are with the Center for Behavioral Health and Justice, Wayne State University
| | - Philip Huynh
- Bradley Ray is with RTI International, Research Triangle Park, NC. Steven J. Korzeniewski is with the School of Medicine, Wayne State University, Detroit, MI. George Mohler is with the Computer Science Department, Boston College, Chestnut Hill, MA. Jennifer J. Carroll is with the Department of Sociology and Anthropology, North Carolina State University, Raleigh. Brandon del Pozo is with the Warren Alpert School of Medicine, Brown University, Providence, RI. Grant Victor is with the School of Social Work, Rutgers University, New Brunswick, NJ. Philip Huynh and Bethany J. Hedden are with the Center for Behavioral Health and Justice, Wayne State University
| | - Bethany J Hedden
- Bradley Ray is with RTI International, Research Triangle Park, NC. Steven J. Korzeniewski is with the School of Medicine, Wayne State University, Detroit, MI. George Mohler is with the Computer Science Department, Boston College, Chestnut Hill, MA. Jennifer J. Carroll is with the Department of Sociology and Anthropology, North Carolina State University, Raleigh. Brandon del Pozo is with the Warren Alpert School of Medicine, Brown University, Providence, RI. Grant Victor is with the School of Social Work, Rutgers University, New Brunswick, NJ. Philip Huynh and Bethany J. Hedden are with the Center for Behavioral Health and Justice, Wayne State University
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Messmer SE, Elmes AT, Jimenez AD, Murphy AL, Guzman M, Watson DP, Poorman E, Mayer S, Infante AF, Keller EG, Whitfield K, Jarrett JB. Outcomes of a mobile medical unit for low-threshold buprenorphine access targeting opioid overdose hot spots in Chicago. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2023; 150:209054. [PMID: 37088399 PMCID: PMC10330226 DOI: 10.1016/j.josat.2023.209054] [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: 12/30/2022] [Revised: 03/08/2023] [Accepted: 04/15/2023] [Indexed: 04/25/2023]
Abstract
INTRODUCTION Opioid overdoses in Chicago are unevenly distributed, affecting medically underserved neighborhoods most acutely. Innovations in reaching patients perceived to be hard-to-reach (e.g., unstably housed, marginalized), especially in these underserved neighborhoods, are urgently needed to combat the overdose crisis. This study characterizes the pilot year of a mobile medical unit partnership between a large urban academic center and a community-based harm reduction organization in Chicago. METHODS This is a retrospective cohort study of all patients who were seen on a mobile medical unit focused on providing low-threshold buprenorphine and primary care in areas with high opioid overdose rates on Chicago's West Side. Treatment episodes were accrued between July 1, 2021, and June 30, 2022 in the first year of operation. The main outcomes were number of patients seen, demographic characteristics of patients, and reason(s) for visit over time. RESULTS The study saw 587 unique patients on the mobile medical unit between July 1, 2021, and June 30, 2022. Approximately 64.6 % were African American, and more than half lacked active insurance or could not confirm insurance status at the time of visit. The most common reason for initial visit was COVID-19 vaccination (42.4 %), and the most common reason for follow-up visit was buprenorphine treatment (51.0 %). Eleven patients initially presented for other health concerns and later returned to initiate buprenorphine. CONCLUSIONS The mobile medical unit successfully reached nearly 600 patients in traditionally medically underserved Chicago neighborhoods with the highest overdose rates. The mobile unit's integrated approach met a variety of health needs, including buprenorphine initiation, with a unique opportunity for postoverdose initiation. Several patients initiated buprenorphine after presenting for different health concerns, showing the potential of an integrated approach to build on past mobile outreach programs and reach people with opioid use disorder who are not yet ready to initiate treatment.
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Affiliation(s)
- Sarah E Messmer
- University of Illinois at Chicago, Department of Medicine, Westside Research Office Building, Rm 256, 1747 W Roosevelt Rd, Chicago, IL 60608, USA.
| | - Abigail T Elmes
- University of Illinois at Chicago, College of Pharmacy, Department of Pharmacy Practice, 833 S. Wood St, Chicago, IL 60612, USA.
| | - Antonio D Jimenez
- University of Illinois at Chicago, School of Public Health, Community Outreach Intervention Projects, 1603 W Taylor St, Rm 851, Chicago, IL 60612, USA.
| | - Albert Leon Murphy
- University of Illinois at Chicago, School of Public Health, Community Outreach Intervention Projects, 1603 W Taylor St, Chicago, IL 60612, USA.
| | - Miriam Guzman
- University of Illinois at Chicago, College of Medicine, 1853 W Polk St, Chicago, IL 60612, USA.
| | - Dennis P Watson
- Chestnut Health Systems & University of Illinois at Chicago, Center for Dissemination and Implementation Science, 221 W Walton St, Chicago, IL 60610, USA.
| | - Elisabeth Poorman
- University of Illinois at Chicago, Department of Medicine, 840 S Wood St, Chicago, IL 60612, USA.
| | - Stockton Mayer
- University of Illinois at Chicago, Department of Medicine, 808 S Wood St, Rm 888, MC 735, Chicago, IL 60612, USA.
| | - Alexander F Infante
- University of Illinois at Chicago, College of Pharmacy, Department of Pharmacy Practice, 833 S. Wood St, Chicago, IL 60612, USA.
| | - Eden G Keller
- University of Illinois at Chicago, College of Pharmacy, Department of Pharmacy Practice, 833 S. Wood St, Chicago, IL 60612, USA.
| | - Kevin Whitfield
- University of Illinois at Chicago, School of Public Health, Community Outreach Intervention Projects, 1603 W Taylor St, Chicago, IL 60612, USA.
| | - Jennie B Jarrett
- University of Illinois at Chicago, College of Pharmacy, Department of Pharmacy Practice & American Medical Association, 833 S. Wood St, Chicago, IL 60612, USA.
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Alves J, Rust V, Baldwin M, Puleikis L, Claude A, Brett M, LaBelle CT, Ventura AS. Starting the Discussion: A Call to Enhance Care for People With Stimulant Use Disorder. Subst Abus 2023; 44:115-120. [PMID: 37728086 DOI: 10.1177/08897077231191005] [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: 09/21/2023]
Abstract
Stimulant use disorder (StUD) significantly contributes to substance-related morbidity and mortality in the United States. Overshadowed by the country's focus on opioid-related overdose deaths, stimulant and stimulant/opioid overdose deaths have increased dramatically over the last decade. Many individuals who use stimulants illicitly or have StUD have multiple, intersecting stigmatized characteristics which exacerbate existing barriers and create new obstacles to attaining addiction treatment. Illicit stimulant use, StUD, and stimulant-related overdose disproportionately impact minoritized racial and gender, and sexuality diverse groups. Historically, people who use illicit stimulants and those with StUD have been highly stigmatized, criminalized, and overly ignored by health care providers, policymakers, and the public compared to people who use other drugs and alcohol. As a result, most people needing treatment for StUD do not receive it. This is partly due to the lack of evidence-based treatment for StUD, which has resulted in few programs specializing in the care of people with StUD. The lack of available treatment is compounded by high rates of StUD in marginalized groups already reluctant to engage with the health care system. As health care professionals, we can improve outcomes for people with StUD by changing how we talk about, document, and respond to illicit stimulant use, related characteristics, behaviors, and social and structural determinants of health. To do this, we must seek to understand the lived realities of people with StUD and illicit stimulant use and use this knowledge to amend existing models of care.
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Affiliation(s)
- Justin Alves
- Grayken Center for Addiction Medicine, Boston Medical Center, Boston, MA, USA
- General Internal Medicine, Boston Medical Center, Boston, MA, USA
- Clinical Addiction Research and Education Unit, Section of General Internal Medicine, Boston Medical Center, Boston, MA, USA
| | - Victoria Rust
- Grayken Center for Addiction Medicine, Boston Medical Center, Boston, MA, USA
- General Internal Medicine, Boston Medical Center, Boston, MA, USA
| | - Marielle Baldwin
- Grayken Center for Addiction Medicine, Boston Medical Center, Boston, MA, USA
- Boston University School of Medicine, Boston, MA, USA
- Department of Family Medicine, Boston Medical Center, Boston, MA, USA
| | - Logan Puleikis
- Grayken Center for Addiction Medicine, Boston Medical Center, Boston, MA, USA
- General Internal Medicine, Boston Medical Center, Boston, MA, USA
| | - Ann Claude
- Grayken Center for Addiction Medicine, Boston Medical Center, Boston, MA, USA
- Department of Family Medicine, Boston Medical Center, Boston, MA, USA
| | - Meghan Brett
- Grayken Center for Addiction Medicine, Boston Medical Center, Boston, MA, USA
- Department of Psychiatry, Boston Medical Center, Boston, MA, USA
| | - Colleen T LaBelle
- Grayken Center for Addiction Medicine, Boston Medical Center, Boston, MA, USA
- General Internal Medicine, Boston Medical Center, Boston, MA, USA
- Clinical Addiction Research and Education Unit, Section of General Internal Medicine, Boston Medical Center, Boston, MA, USA
- Boston University School of Medicine, Boston, MA, USA
| | - Alicia S Ventura
- Grayken Center for Addiction Medicine, Boston Medical Center, Boston, MA, USA
- General Internal Medicine, Boston Medical Center, Boston, MA, USA
- Clinical Addiction Research and Education Unit, Section of General Internal Medicine, Boston Medical Center, Boston, MA, USA
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Palis H, Barocas JA, Moe J, Scow M, Sedgemore KO, Slaunwhite AK, Buxton JA. Rising rates of infective endocarditis in North America: An urgent need for attention to the rapidly changing unregulated drug supply. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2023; 118:104110. [PMID: 37390695 DOI: 10.1016/j.drugpo.2023.104110] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2023] [Revised: 06/14/2023] [Accepted: 06/20/2023] [Indexed: 07/02/2023]
Affiliation(s)
- Heather Palis
- University of British Columbia, Department of Psychiatry, 2255 Wesbrook Mall, Vancouver, BC V6T 2A1, Canada; BC Centre for Disease Control, 655W 12th Ave, Vancouver, BC V5Z 4R4, Canada.
| | - Joshua A Barocas
- University of Colorado School of Medicine, Divisions of General Internal Medicine and Infectious Diseases, 12631 E. 17th Ave., Mailstop B180, Aurora, CO, 80045, United states
| | - Jessica Moe
- BC Centre for Disease Control, 655W 12th Ave, Vancouver, BC V5Z 4R4, Canada; University of British Columbia, Department of Emergency Medicine, 11th Floor - 2775 Laurel Street, Vancouver, V5Z 1M9, BC Canada; Vancouver General Hospital, 899W 12th Ave, Vancouver, BC V5Z 1M9, Canada; BC Children's Hospital, 4500 Oak St, Vancouver, BC V6H 3N1, Canada
| | - Marnie Scow
- BC Centre for Disease Control, 655W 12th Ave, Vancouver, BC V5Z 4R4, Canada; University of British Columbia, School of Population and Public Health, 2206 E Mall, Vancouver, BC V6T 1Z3, Canada
| | - Kali-Olt Sedgemore
- BC Centre for Disease Control, 655W 12th Ave, Vancouver, BC V5Z 4R4, Canada; Coalition of Peers Dismantling the Drug War, Canada
| | - Amanda K Slaunwhite
- BC Centre for Disease Control, 655W 12th Ave, Vancouver, BC V5Z 4R4, Canada; University of British Columbia, School of Population and Public Health, 2206 E Mall, Vancouver, BC V6T 1Z3, Canada
| | - Jane A Buxton
- BC Centre for Disease Control, 655W 12th Ave, Vancouver, BC V5Z 4R4, Canada; University of British Columbia, School of Population and Public Health, 2206 E Mall, Vancouver, BC V6T 1Z3, Canada
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321
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MacLeod CS, Radley A, Strachan D, Khan F, Nagy J, Suttie S. Management of the infected arterial pseudoaneurysm secondary to groin injecting drug use and outcomes: a systematic review protocol. BMJ Open 2023; 13:e070615. [PMID: 37321813 PMCID: PMC10277064 DOI: 10.1136/bmjopen-2022-070615] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/29/2022] [Accepted: 05/31/2023] [Indexed: 06/17/2023] Open
Abstract
INTRODUCTION People who inject drugs are at risk of a range of injecting-related infections and injuries, which can threaten life and limb. In parallel to escalating rates of drug-related deaths seen in Scotland and the UK, there has also been an increase in hospital admissions for skin and soft tissue infections related to injecting drug use. One such injecting complication is the infected arterial pseudoaneurysm, which risks rupture and life-threatening haemorrhage. Surgical management options for the infected arterial pseudoaneurysm secondary to groin injecting drug use remain contentious, with some advocates for ligation and debridement alone, whilst others promote acute arterial reconstruction (suture or patch repair, bypass or, more recently, endovascular stent-graft placement). Rates of major lower limb amputations related to surgical management for this pathology vary in the literature. This review aims to evaluate the outcomes of arterial ligation alone compared with arterial reconstruction, including open and endovascular options, for the infected arterial pseudoaneurysm secondary to groin injecting drug use. METHODS AND ANALYSIS The methods will follow the Preferred Reporting Items for Systematic Reviews and Meta-Analyses checklist. Three electronic databases will be searched and the resultant papers screened according to the study inclusion and exclusion criteria (detailed in the Population, Intervention, Comparison, Outcomes and Study design statement). Grey literature will be excluded. All papers at each stage will be screened by two independent authors, with disagreements arbitrated by a third. Papers will be subject to appropriate standardised quality assessments. PRIMARY OUTCOME Major lower limb amputation. SECONDARY OUTCOMES Reintervention rate, rebleeding rate, development of chronic limb-threatening ischaemia 30-day mortality and claudication. ETHICS AND DISSEMINATION This is a systematic review based on previously conducted studies, therefore, no ethical approval is required. The results of this work will be published in a peer-reviewed journal and presented at relevant conferences. PROSPERO REGISTRATION NUMBER CRD42022358209.
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Affiliation(s)
- Caitlin Sara MacLeod
- Department of Vascular Surgery, NHS Tayside, Dundee, UK
- School of Medicine, University of Dundee, Dundee, UK
| | - Andrew Radley
- School of Medicine, University of Dundee, Dundee, UK
- Public Health Directorate, NHS Tayside, Dundee, UK
| | | | - Faisel Khan
- School of Medicine, University of Dundee, Dundee, UK
| | - John Nagy
- Department of Vascular Surgery, NHS Tayside, Dundee, UK
| | - Stuart Suttie
- Department of Vascular Surgery, NHS Tayside, Dundee, UK
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322
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Abadie R. "I don't want to die": a qualitative study of coping strategies to prevent fentanyl-related overdose deaths among people who inject drugs and its implications for harm reduction policies. Harm Reduct J 2023; 20:75. [PMID: 37316884 PMCID: PMC10264884 DOI: 10.1186/s12954-023-00805-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2023] [Accepted: 06/06/2023] [Indexed: 06/16/2023] Open
Abstract
BACKGROUND Fentanyl and fentanyl-related analogues are the main drivers of overdose death in the USA, particularly among people who inject drugs (PWID). Despite the fact that non-Hispanic whites exhibit higher population rates of synthetic opioid mortality, overdose deaths have increased among African American and Latinos in urban areas. Yet little attention has been paid to the introduction of fentanyl among rural PWID in Puerto Rico. METHODS We conducted N = 38 in-depth interviews with PWID in rural Puerto Rico to document participants' experiences of injection drug use after the arrival of fentanyl and the strategies they implemented to manage overdose death risks. RESULTS Participants suggest that the arrival of fentanyl in large scale happened after Hurricane Maria in 2017; this coincided with a dramatic increase in overdose episodes and deaths. Fear of overdose deaths motivated some participants to substitute intravenous drug use for other forms of substance use or to seek MOUD. PWID that continued injection use resorted to conducting "hit tests," avoiding injecting alone, using naloxone, and employing fentanyl testing strips. CONCLUSIONS While overdose deaths would have been higher without participants' willingness to adopt harm-reduction strategies, this paper illustrates the limits of these policies to address the current epidemic of fentanyl-related overdose deaths among this population. More studies are needed to understand how health disparities shape overdose risks for minority populations. However, major policy changes, in particular the revision of the harmful role of the War on Drugs and the termination of failed neoliberal economic policies that contribute to deaths of despair, should be addressed if we are to make a dent in this epidemic.
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Affiliation(s)
- R Abadie
- Department of Anthropology, University of Nebraska-Lincoln, 839 Oldfather Hall, Lincoln, NE, 68588, USA.
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323
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Shen J, Hua G, Li C, Liu S, Liu L, Jiao J. Prevalence, incidence, deaths, and disability-adjusted life-years of drug use disorders for 204 countries and territories during the past 30 years. Asian J Psychiatr 2023; 86:103677. [PMID: 37348194 DOI: 10.1016/j.ajp.2023.103677] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/05/2023] [Revised: 06/03/2023] [Accepted: 06/09/2023] [Indexed: 06/24/2023]
Abstract
Drug use disorders are increasingly recognized as the main cause of public health issues worldwide. The current analysis aims to provide the most comprehensive, updated estimates of the burden from drug use disorders at global, regional, and national levels during the past three decades. Prevalence, incidence, deaths, and disability-adjusted life-years (DALYs) were estimated from the Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) 2019 by age and sex for drug use disorder as well as its four main categories (opioid use disorders, cocaine use disorders, amphetamine use disorders, and cannabis use disorders) in 204 countries and territories between 1990 and 2019. DisMod-MR 2.1, and Bayesian meta-regression were used to analyze prevalence and incidence, while the Cause of Death Ensemble model (CODEm) was used to estimate death of diseases. Globally, the burden of drug use disorders, as measured by the average annual percentage change (AAPC) of deaths and DALYs, continues to increase. The patterns by regions of DALYs due to drug use disorders varied significantly, and it is mainly in developed countries and concentrated among young people and males. Programs for drug use disorders management should be improved, particularly in opioid use disorders. Governments will face increasing demand for treatment and support services, and effective prevention as well as control strategies are required to reduce the burden from these causes.
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Affiliation(s)
- Jianbo Shen
- Department of Neurosurgery, Jincheng People's Hospital, Jincheng 048000 China
| | - Guangyao Hua
- Department of Cardiovascular Medicine, The Sixth Affiliated Hospital of Guangzhou MedicalUniversity, Qingyuan People's Hospital, Qingyuan 511518 China
| | - Cong Li
- Guangdong Eye Institute, Department of Ophthalmology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou 510080 China
| | - Shunming Liu
- Guangdong Eye Institute, Department of Ophthalmology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou 510080 China
| | - Lei Liu
- Guangdong Eye Institute, Department of Ophthalmology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou 510080 China.
| | - Jinghua Jiao
- Department of Anesthesiology, Affiliated Central Hospital of Shenyang Medical College, 110020, China; Department of Anesthesiology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou 510080 China.
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324
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Olding M, Joshi N, Castellanos S, Valadao E, Hall L, Guzman L, Knight K. Saving lives in our homes: Qualitative evaluation of a tenant overdose response program in supportive, single-room occupancy (SRO) housing. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2023; 118:104084. [PMID: 37300920 DOI: 10.1016/j.drugpo.2023.104084] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Revised: 05/30/2023] [Accepted: 05/30/2023] [Indexed: 06/12/2023]
Abstract
BACKGROUND People using opioids alone in private settings are at elevated risk of dying in the event of an overdose. In San Francisco, single room occupancy (SRO) tenants are 19 times more likely to die of overdose than non-SRO residents. The "SRO Project" pilot aimed to reduce fatal overdoses in SROs by recruiting and training tenants to distribute naloxone and provide overdose education in their buildings. We explore the implementation and program impacts of the SRO Project pilot in two permanent supportive housing SROs. METHODS We conducted eight months of ethnographic fieldwork (May 2021 - Feb 2022), including 35 days observing SRO Project pilot activities, and semi-structured interviews with 11 housing staff and 8 tenant overdose prevention specialists ('specialists'). Data were analyzed using a grounded theory approach to characterize program impacts, implementation strengths, and implementation challenges from the perspective of specialists and housing staff. FINDINGS We found that the SRO project increased awareness, access to, and understanding of naloxone; facilitated other mutual-aid practices; supported privacy and autonomy of tenants regarding their drug use; and improved rapport, communication and trust between tenants and housing staff. Strengths of the implementation process included involvement of tenants with diverse social locations and skill sets and, at one site, a team-based approach that fostered program innovation, tenant solidarity and a sense of collective ownership over the project. Program implementation was challenged by frequent turnover and capacity constraints of housing staff, particularly during overnight shifts when overdose risks were greatest. Additional challenges arose due to the psychosocial burden of overdose response work, gendered violence, issues with compensation methods, and scope creep in specialists' roles. CONCLUSION This evaluation contributes further evidence regarding the effectiveness of tenant-led naloxone distribution and overdose education in permanent supportive and SRO housing environments. Findings indicate program implementation and sustainability can be improved by expanding tenant specialist training, compensating specialists in cash, and building stronger psychosocial support for tenants responding to overdoses in their homes.
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Affiliation(s)
- Michelle Olding
- Division of Social and Behavioral Health Sciences, Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada; Department of Humanities and Social Sciences, University of California, San Francisco, CA, United States.
| | - Neena Joshi
- Department of Humanities and Social Sciences, University of California, San Francisco, CA, United States
| | - Stacy Castellanos
- Department of Humanities and Social Sciences, University of California, San Francisco, CA, United States; Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA, United States
| | - Emily Valadao
- San Francisco Department of Public Health, San Francisco, CA, United States
| | - Lauren Hall
- Delivering Innovation in Supportive Housing (DISH), San Francisco, CA, United States
| | - Laura Guzman
- DOPE Project, National Harm Reduction Coalition, San Francisco, CA, United States
| | - Kelly Knight
- Department of Humanities and Social Sciences, University of California, San Francisco, CA, United States
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325
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Giorgi S, Yaden DB, Eichstaedt JC, Ungar LH, Schwartz HA, Kwarteng A, Curtis B. Predicting U.S. county opioid poisoning mortality from multi-modal social media and psychological self-report data. Sci Rep 2023; 13:9027. [PMID: 37270657 PMCID: PMC10238775 DOI: 10.1038/s41598-023-34468-2] [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: 09/30/2022] [Accepted: 04/30/2023] [Indexed: 06/05/2023] Open
Abstract
Opioid poisoning mortality is a substantial public health crisis in the United States, with opioids involved in approximately 75% of the nearly 1 million drug related deaths since 1999. Research suggests that the epidemic is driven by both over-prescribing and social and psychological determinants such as economic stability, hopelessness, and isolation. Hindering this research is a lack of measurements of these social and psychological constructs at fine-grained spatial and temporal resolutions. To address this issue, we use a multi-modal data set consisting of natural language from Twitter, psychometric self-reports of depression and well-being, and traditional area-based measures of socio-demographics and health-related risk factors. Unlike previous work using social media data, we do not rely on opioid or substance related keywords to track community poisonings. Instead, we leverage a large, open vocabulary of thousands of words in order to fully characterize communities suffering from opioid poisoning, using a sample of 1.5 billion tweets from 6 million U.S. county mapped Twitter users. Results show that Twitter language predicted opioid poisoning mortality better than factors relating to socio-demographics, access to healthcare, physical pain, and psychological well-being. Additionally, risk factors revealed by the Twitter language analysis included negative emotions, discussions of long work hours, and boredom, whereas protective factors included resilience, travel/leisure, and positive emotions, dovetailing with results from the psychometric self-report data. The results show that natural language from public social media can be used as a surveillance tool for both predicting community opioid poisonings and understanding the dynamic social and psychological nature of the epidemic.
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Affiliation(s)
- Salvatore Giorgi
- National Institute on Drug Abuse, Intramural Research Program, Baltimore, MD, USA
- Department of Computer and Information Science, University of Pennsylvania, Philadelphia, PA, USA
| | - David B Yaden
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Johannes C Eichstaedt
- Department of Psychology, Stanford University, Stanford, CA, USA
- Institute for Human-Centered AI, Stanford University, Stanford, CA, USA
| | - Lyle H Ungar
- Department of Computer and Information Science, University of Pennsylvania, Philadelphia, PA, USA
| | - H Andrew Schwartz
- Department of Computer Science, Stony Brook University, Stony Brook, NY, USA
| | - Amy Kwarteng
- National Institute on Drug Abuse, Intramural Research Program, Baltimore, MD, USA
| | - Brenda Curtis
- National Institute on Drug Abuse, Intramural Research Program, Baltimore, MD, USA.
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326
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Valasek C, Streuli SA, Pines HA, Strathdee SA, Borquez A, Bourgois P, Stamos-Buesig T, Vera CF, Harvey-Vera A, Bazzi AR. " A lotta people switched playing hard ball to playing Russian roulette": Experiences with rising overdose incidence caused by drug supply changes during the COVID-19 pandemic in the San Diego-Tijuana border metroplex. DRUG AND ALCOHOL DEPENDENCE REPORTS 2023; 7:100154. [PMID: 37089868 PMCID: PMC10113744 DOI: 10.1016/j.dadr.2023.100154] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/19/2023] [Revised: 03/13/2023] [Accepted: 03/27/2023] [Indexed: 04/25/2023]
Abstract
Background People who use drugs (PWUD) in the San Diego, USA and Tijuana, Mexico metroplex face high overdose risk related to historic methamphetamine use and relatively recent fentanyl introduction into local drug supplies. The personal overdose experiences of PWUD in this region are understudied, however, and may have been influenced by the COVID pandemic. Methods From September-November 2021, we conducted 28 qualitative interviews among PWUD ≥18 years old sampled from an ongoing cohort study in the San Diego-Tijuana metroplex. Interviews explored overdose experiences and changes in the drug supply. Thematic analysis of coded interview transcripts explored overdose experiences, perspectives on drug supply changes, interactions with harm reduction services, and naloxone access. Results Among 28 participants, 13 had experienced an overdose. Participants discussed rising levels of fentanyl in local drug supplies and increasing overdose incidents in their social networks. Participants discussed a general shift from injecting heroin to smoking fentanyl in their networks. Participants' most common concerns included having consistent access to a safe and potent drug supply and naloxone. Conclusion Participants prioritized adapting to drug supply changes and preventing overdose compared to other health concerns, such as HIV and COVID-19. Efforts to address overdose in this region could benefit from drug checking services and expanded, equitable delivery of naloxone.
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Affiliation(s)
- C.J. Valasek
- Associate Professor, Herbert Wertheim School of Public Health, University of California San Diego, 9500 Gilman Drive, MTF 265E (Mail Code 0725), La Jolla, San Diego, CA 92161, USA
| | - Samantha A. Streuli
- Associate Professor, Herbert Wertheim School of Public Health, University of California San Diego, 9500 Gilman Drive, MTF 265E (Mail Code 0725), La Jolla, San Diego, CA 92161, USA
| | - Heather A. Pines
- Associate Professor, Herbert Wertheim School of Public Health, University of California San Diego, 9500 Gilman Drive, MTF 265E (Mail Code 0725), La Jolla, San Diego, CA 92161, USA
- School of Public Health, San Diego State University, San Diego, CA, USA
| | | | - Annick Borquez
- School of Medicine, University of California, San Diego, San Diego, CA, USA
| | - Philippe Bourgois
- UCLA Semel Institute, University of California Los Angeles Center for Social Medicine, B7–435, Los Angeles, CA, USA
| | | | - Carlos F. Vera
- School of Medicine, University of California, San Diego, San Diego, CA, USA
| | - Alicia Harvey-Vera
- School of Medicine, University of California, San Diego, San Diego, CA, USA
| | - Angela R. Bazzi
- Associate Professor, Herbert Wertheim School of Public Health, University of California San Diego, 9500 Gilman Drive, MTF 265E (Mail Code 0725), La Jolla, San Diego, CA 92161, USA
- Boston University School of Public Health, Boston, MA, USA
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327
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Hyder A. Paving the Way for Community-Engaged Modeling in Public Health and Other Sectors. JAMA Netw Open 2023; 6:e2317606. [PMID: 37294574 DOI: 10.1001/jamanetworkopen.2023.17606] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/10/2023] Open
Affiliation(s)
- Ayaz Hyder
- College of Public Health, The Ohio State University, Columbus
- Translational Data Analytics Institute, The Ohio State University, Columbus
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328
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Board A, D'Angelo DV, Salvesen von Essen B, Denny CH, Miele K, Dunkley J, Baillieu R, Kim SY. Polysubstance use during pregnancy: The importance of screening, patient education, and integrating a harm reduction perspective. Drug Alcohol Depend 2023; 247:109872. [PMID: 37182339 PMCID: PMC10332334 DOI: 10.1016/j.drugalcdep.2023.109872] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/26/2023] [Revised: 04/05/2023] [Accepted: 04/06/2023] [Indexed: 05/16/2023]
Abstract
BACKGROUND Substance use during pregnancy is associated with poor health outcomes. This study assessed substance use, polysubstance use, and use of select prescription medications during pregnancy. METHODS We analyzed 2019 data from the Pregnancy Risk Assessment Monitoring System in 25 United States jurisdictions that included questions on prescription medications, tobacco, and illicit substance use during pregnancy. Alcohol and electronic cigarette use were assessed during the last three months of pregnancy, and all other substances and medications were assessed throughout pregnancy. Weighted prevalence estimates and 95% confidence intervals (CIs) were calculated. RESULTS Nearly one-fifth of respondents who reported use of any substance reported use of at least one other substance during pregnancy. Cigarettes (8.1%; 95% CI 7.6-8.7%) and alcohol (7.4%; 95% CI 6.7-8.1%) were the most frequently reported substances, followed by cannabis (4.3%; 95% CI 3.9-4.7%). Substance use was higher among individuals who reported having depression or using antidepressants during pregnancy compared with those who did not report depression or antidepressant use. Illicit drug use prevalence was low (0.5%, 95% CI 0.4-0.7%); however, respondents reporting heroin use also frequently reported use of illicit stimulants (amphetamines: 51.7%, 95% CI 32.1-71.3% or cocaine: 26.5%, 95% CI 11.9-41.1%). Although prenatal clinician screening for alcohol and cigarette use was approximately 95%, fewer respondents (82.1%) reported being screened for cannabis or illicit substance use during pregnancy. CONCLUSIONS One in five individuals who reported use of any substance during pregnancy engaged in polysubstance use, highlighting the importance of comprehensive screening and evidence-based interventions including harm reduction.
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Affiliation(s)
- Amy Board
- Division of Birth Defects and Infant Disorders, National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, 4770 Buford Highway, Mailstop S106-3, Atlanta, GA 30341, United States.
| | - Denise V D'Angelo
- Division of Violence Prevention, National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, 4770 Buford Highway, Mailstop S106-10, Atlanta, GA 30341, United States
| | - Beatriz Salvesen von Essen
- Division of Reproductive Health, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, 4770 Buford Highway, Mailstop S107-2, Atlanta, GA 30341, United States; CDC Foundation, 600 Peachtree Street NE, Suite 1000, Atlanta, GA 30308, United States
| | - 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, Mailstop S106-3, Atlanta, GA 30341, United States
| | - Kathryn Miele
- Division of Birth Defects and Infant Disorders, National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, 4770 Buford Highway, Mailstop S106-3, Atlanta, GA 30341, United States
| | - Janae Dunkley
- Division of Birth Defects and Infant Disorders, National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, 4770 Buford Highway, Mailstop S106-3, Atlanta, GA 30341, United States; Oak Ridge Institute for Science and Education, P.O. Box 117, Oak Ridge, TN 37831-0117, United States
| | - Robert Baillieu
- Center for Substance Abuse Treatment, Substance Abuse and Mental Health Services Administration, 5600 Fishers Lane, Rockville, MD 20857, United States
| | - 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, Mailstop S106-3, Atlanta, GA 30341, United States
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329
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MacLeod CS, O’Neill HL, Shaalan R, Nagy J, Flett MM, Guthrie GJ, McLeod G, Suttie SA. Predicting necrotising soft tissue infections in people who inject drugs: poor performance of the Laboratory Risk Indicator for Necrotising Fasciitis score and development of a novel clinical predictive nomogram in a retrospective cohort with internal validation. Int J Surg 2023; 109:1561-1572. [PMID: 37042577 PMCID: PMC10389200 DOI: 10.1097/js9.0000000000000367] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2022] [Accepted: 03/13/2023] [Indexed: 04/13/2023]
Abstract
INTRODUCTION Necrotising soft tissue infections (NSTI) can threaten life and limb. Early identification and urgent surgical debridement are key for improved outcomes. NSTI can be insidious. Scoring systems, like the Laboratory Risk Indicator for Necrotising Fasciitis (LRINEC), exist to aid diagnosis. People who inject drugs (PWID) are high risk for NSTI. This study aimed to assess the utility of the LRINEC in PWID with lower limb infections and develop a predictive nomogram. METHODS A retrospective database of all hospital admissions due to limb-related complications secondary to injecting drug use between December 2011 and December 2020 was compiled through discharge codes and a prospectively maintained Vascular Surgery database. All lower limb infections were extracted from this database, dichotomised by NSTI and non-NSTI with the LRINEC applied. Specialty management times were evaluated. Statistical analyses involved: chi-square; Analysis of "variance"; Kaplan-Meier, and receiver operating characteristic curves. Nomograms were developed to facilitate diagnosis and predict survival. RESULTS There were 557 admissions for 378 patients, with 124 (22.3%; 111 patients) NSTI. Time from admission to: theatre and computed tomography imaging respectively varied significantly between specialties ( P =0.001). Surgical specialties were faster than medical ( P =0.001). Vascular surgery received the most admissions and had the quickest time to theatre. During follow-up there were 79 (20.9%) deaths: 27 (24.3%) NSTI and 52 (19.5%) non-NSTI. LRINEC ≥6 had a positive predictive value of 33.3% and sensitivity of 74% for NSTI. LRINEC <6 had a negative predictive value of 90.7% and specificity of 63.2% for non-NSTI. Area under the curve was 0.697 (95% CI: 0.615-0.778). Nomogram models found age, C-reactive protein, and non-linear albumin to be significant predictors of NSTI, with age, white cell count, sodium, creatinine, C-reactive protein, and albumin being significant in predicting survival on discharge. CONCLUSION There was reduced performance of the LRINEC in this PWID cohort. Diagnosis may be enhanced through use of this predictive nomogram.
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Affiliation(s)
- Caitlin S. MacLeod
- East of Scotland Vascular Network, Department of Vascular Surgery
- School of Medicine, University of Dundee, Dundee, Scotland
| | | | - Ramy Shaalan
- East of Scotland Vascular Network, Department of Vascular Surgery
- Department of General Surgery, Ain Shams University, Cairo, Egypt
| | - John Nagy
- East of Scotland Vascular Network, Department of Vascular Surgery
| | - Murray M. Flett
- East of Scotland Vascular Network, Department of Vascular Surgery
| | | | - Graeme McLeod
- Department of Anaesthetics, Ninewells Hospital
- Department of General Surgery, Ain Shams University, Cairo, Egypt
| | - Stuart A. Suttie
- East of Scotland Vascular Network, Department of Vascular Surgery
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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. Mol Cell Neurosci 2023; 125:103849. [PMID: 36965548 PMCID: PMC10898607 DOI: 10.1016/j.mcn.2023.103849] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2023] [Revised: 03/13/2023] [Accepted: 03/18/2023] [Indexed: 03/27/2023] Open
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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Degenhardt L, Clark B, Macpherson G, Leppan O, Nielsen S, Zahra E, Larance B, Kimber J, Martino-Burke D, Hickman M, Farrell M. Buprenorphine versus methadone for the treatment of opioid dependence: a systematic review and meta-analysis of randomised and observational studies. Lancet Psychiatry 2023; 10:386-402. [PMID: 37167985 DOI: 10.1016/s2215-0366(23)00095-0] [Citation(s) in RCA: 44] [Impact Index Per Article: 22.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/19/2023] [Revised: 03/01/2023] [Accepted: 03/02/2023] [Indexed: 05/13/2023]
Abstract
BACKGROUND Opioid dependence is associated with substantial health and social burdens, and opioid agonist treatment (OAT) is highly effective in improving multiple outcomes for people who receive this treatment. Methadone and buprenorphine are common medications provided as OAT. We aimed to examine buprenorphine compared with methadone in the treatment of opioid dependence across a wide range of primary and secondary outcomes. METHODS We did a systematic review and meta-analysis in accordance with GATHER and PRISMA guidelines. We searched Embase, MEDLINE, CENTRAL, and PsycINFO from database inception to Aug 1, 2022; clinical trial registries and previous relevant Cochrane reviews were also reviewed. We included all RCTs and observational studies of adults (aged ≥18 years) with opioid dependence comparing treatment with buprenorphine or methadone. Primary outcomes were retention in treatment at 1, 3, 6, 12, and 24 months, treatment adherence (measured through doses taken as prescribed, dosing visits attended, and biological measures), or extra-medical opioid use (measured by urinalysis and self-report). Secondary outcomes were use of benzodiazepines, cannabis, cocaine, amphetamines, and alcohol; withdrawal; craving; criminal activity and engagement with the criminal justice system; overdose; mental and physical health; sleep; pain; global functioning; suicidality and self-harm; and adverse events. Single-arm cohort studies and RCTs that collected data on buprenorphine retention alone were also reviewed. Data on study, participant, and treatment characteristics were extracted. Study authors were contacted to obtain additional data when required. Comparative estimates were pooled with use of random-effects meta-analyses. The proportion of individuals retained in treatment across multiple timepoints was pooled for each drug. This study is registered with PROSPERO (CRD42020205109). FINDINGS We identified 32 eligible RCTs (N=5808 participants) and 69 observational studies (N=323 340) comparing buprenorphine and methadone, in addition to 51 RCTs (N=11 644) and 124 observational studies (N=700 035) that reported on treatment retention with buprenorphine. Overall, 61 studies were done in western Europe, 162 in North America, 14 in north Africa and the Middle East, 20 in Australasia, five in southeast Asia, seven in south Asia, two in eastern Europe, three in central Europe, one in east Asia, and one in central Asia. 1 040 827 participants were included in these primary studies; however, gender was only reported for 572 111 participants, of whom 377 991 (66·1%) were male and 194 120 (33·9%) were female. Mean age was 37·1 years (SD 6·0). At timepoints beyond 1 month, retention was better for methadone than for buprenorphine: for example, at 6 months, the pooled effect favoured methadone in RCTs (risk ratio 0·76 [95% CI 0·67-0·85]; I·=74·2%; 16 studies, N=3151) and in observational studies (0·77 [0·68-0·86]; I·=98·5%; 21 studies, N=155 111). Retention was generally higher in RCTs than observational studies. There was no evidence suggesting that adherence to treatment differed with buprenorphine compared with methadone. There was some evidence that extra-medical opioid use was lower in those receiving buprenorphine in RCTs that measured this outcome by urinalysis and reported proportion of positive urine samples (over various time frames; standardised mean difference -0·20 [-0·29 to -0·11]; I·=0·0%; three studies, N=841), but no differences were found when using other measures. Some statistically significant differences were found between buprenorphine and methadone among secondary outcomes. There was evidence of reduced cocaine use, cravings, anxiety, and cardiac dysfunction, as well as increased treatment satisfaction among people receiving buprenorphine compared with methadone; and evidence of reduced hospitalisation and alcohol use in people receiving methadone. These differences in secondary outcomes were based on small numbers of studies (maximum five), and were often not consistent across study types or different measures of the same constructs (eg, cocaine use). INTERPRETATION Evidence from trials and observational studies suggest that treatment retention is better for methadone than for sublingual buprenorphine. Comparative evidence on other outcomes examined showed few statistically significant differences and was generally based on small numbers of studies. These findings highlight the imperative for interventions to improve retention, consideration of client-centred factors (such as client preference) when selecting between methadone and buprenorphine, and harmonisation of data collection and reporting to strengthen future syntheses. FUNDING Australian National Health and Medical Research Council.
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Affiliation(s)
- Louisa Degenhardt
- National Drug and Alcohol Research Centre, University of New South Wales, Sydney, NSW, Australia.
| | - Brodie Clark
- National Drug and Alcohol Research Centre, University of New South Wales, Sydney, NSW, Australia
| | - Georgina Macpherson
- National Drug and Alcohol Research Centre, University of New South Wales, Sydney, NSW, Australia
| | - Oscar Leppan
- National Drug and Alcohol Research Centre, University of New South Wales, Sydney, NSW, Australia
| | - Suzanne Nielsen
- Monash Addiction Research Centre, Monash University, Melbourne, VIC, Australia
| | - Emma Zahra
- National Drug and Alcohol Research Centre, University of New South Wales, Sydney, NSW, Australia
| | - Briony Larance
- School of Psychology and Illawarra Health and Medical Research Institute, University of Wollongong, Wollongong, NSW, Australia
| | - Jo Kimber
- National Drug and Alcohol Research Centre, University of New South Wales, Sydney, NSW, Australia
| | - Daniel Martino-Burke
- National Drug and Alcohol Research Centre, University of New South Wales, Sydney, NSW, Australia
| | - Matthew Hickman
- Population Health Science, Bristol Medical School, University of Bristol, Bristol, UK
| | - Michael Farrell
- National Drug and Alcohol Research Centre, University of New South Wales, Sydney, NSW, Australia
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Chen Q, Griffin PM, Kawasaki SS. Disability-Adjusted Life-Years for Drug Overdose Crisis and COVID-19 Are Comparable During the Two Years of Pandemic in the United States. VALUE IN HEALTH : THE JOURNAL OF THE INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES RESEARCH 2023; 26:796-801. [PMID: 36436793 PMCID: PMC9691271 DOI: 10.1016/j.jval.2022.11.010] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/29/2022] [Revised: 10/19/2022] [Accepted: 11/17/2022] [Indexed: 06/04/2023]
Abstract
OBJECTIVES The drug overdose crisis with shifting patterns from primarily opioid to polysubstance uses and COVID-19 infections are 2 concurrent public health crises in the United States, affecting the population of sizes in different magnitudes (approximately < 10 million for substance use disorder [SUD] and drug overdoses vs 80 million for COVID-19 within 2 years of the pandemic). Our objective is to compare the relative scale of disease burden for the 2 crises within a common framework, which could help inform policy makers with resource allocation and prioritization strategies. METHODS We calculated disability-adjusted life-years (DALYs) for SUD (including opioids and stimulants) and COVID-19 infections, respectively. We collected estimates for SUD prevalence, overdose deaths, COVID-19 cases and deaths, disability weights, and life expectancy from multiple publicly available sources. We then compared age distributions of estimated DALYs. RESULTS We estimated a total burden of 13.83 million DALYs for SUD and drug overdoses and 15.03 million DALYs for COVID-19 in 2 years since March 2020. COVID-19 burden was dominated by the fatal burden (> 95% of total DALYs), whereas SUD burden was attributed to both fatal (53%) and nonfatal burdens (47%). The highest disease burden was among individuals aged 30 to 39 years for SUD (27%) and 50 to 64 years for COVID-19 (31%). CONCLUSIONS Despite the smaller size of the affected population, SUD and drug overdoses resulted in comparable disease burden with the COVID-19 pandemic. Additional resources supporting evidence-based interventions in prevention and treatment may be warranted to ameliorate SUD and drug overdoses during both the pandemic and postpandemic recovery.
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Affiliation(s)
- Qiushi Chen
- The Harold and Inge Marcus Department of Industrial and Manufacturing Engineering, The Pennsylvania State University, University Park, PA, USA; Institute for Technology Assessment, Massachusetts General Hospital, Boston, MA, USA.
| | - Paul M Griffin
- The Harold and Inge Marcus Department of Industrial and Manufacturing Engineering, The Pennsylvania State University, University Park, PA, USA; Consortium for Substance Use and Addiction, Social Science Research Institute, The Pennsylvania State University, University Park, PA, USA
| | - Sarah S Kawasaki
- Psychiatry and Medicine, Penn State College of Medicine, Hershey, PA, USA; Psychiatry and Internal Medicine, Penn State Health, Hershey, PA, USA
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333
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Ray B, Christian K, Bailey T, Alton M, Proctor A, Haggerty J, Lowder E, Aalsma MC. Antecedents of fatal overdose in an adult cohort identified through administrative record linkage in Indiana, 2015-2022. Drug Alcohol Depend 2023; 247:109891. [PMID: 37120921 PMCID: PMC11343318 DOI: 10.1016/j.drugalcdep.2023.109891] [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: 12/22/2022] [Revised: 04/17/2023] [Accepted: 04/19/2023] [Indexed: 05/02/2023]
Abstract
BACKGROUND The United States continues to experience unprecedented rates of overdose mortality and need to identify effective policies or practices that can be implemented. This study aims to measure the prevalence, frequency, timing, and rate of touchpoints that occurred prior to a fatal overdose where communities might intervene. METHODS In collaboration with Indiana state government, we conducted record-linkage of statewide administrative datasets to vital records (January 1, 2015, through August 26, 2022) to identify touchpoints (jail booking, prison release, prescription medication dispensation, emergency department visits, and emergency medical services). We examined touchpoints within 12-months prior to a fatal overdose among an adult cohort and explored variation over time and by demographic characteristics. RESULTS Over the 92-month study period there were 13,882 overdose deaths (89.3% accidental poisonings, X40-X44) in our adult cohort that were record-linked to multiple administrative datasets and revealed nearly two-thirds (64.7%; n=8980) experienced an emergency department visit, the most prevalent touchpoint followed by prescription medication dispensation, emergency medical services responses, jail booking, and prison release. However, with approximately 1 out of every 100 returning citizens dying from drug overdose within 12-months of release, prison release had the highest touchpoint rate followed by emergency medical services responses, jail booking, emergency department visits, and prescription medication dispensation. CONCLUSION Record-linking administrative data from routine practice to vital records from overdose mortality is a viable means of identifying where resources should be situated to reduce fatal overdose, with potential to evaluate the effectiveness of overdose prevention efforts.
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Affiliation(s)
- Bradley Ray
- RTI International, 3040 Cornwallis Road, Research Triangle Park, NC27709, United States.
| | - Kaitlyn Christian
- Indiana Management Performance Hub, 100 North Senate Avenue, Room N855, Indianapolis, IN46204, United States
| | - Timothy Bailey
- Indiana Management Performance Hub, 100 North Senate Avenue, Room N855, Indianapolis, IN46204, United States
| | - Madison Alton
- Indiana Division of Mental Health and Addiction, 402 West Washington Street W353, Indiana, IN46204, United States
| | - Alison Proctor
- RTI International, 3040 Cornwallis Road, Research Triangle Park, NC27709, United States
| | - John Haggerty
- RTI International, 3040 Cornwallis Road, Research Triangle Park, NC27709, United States
| | - Evan Lowder
- Department of Criminology, Law and Society, George Mason University, 4400 University Drive, 4F4, Fairfax, VA22030, United States
| | - Matthew C Aalsma
- Department of Pediatrics, Indiana University School of Medicine, 340 W. 10th StreetIndianapolisIN46202, United States
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334
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Allen B, Urmanche A. NYC RxStat: Stakeholder perspectives on a national model public health and public safety partnership to reduce overdose deaths. EVALUATION AND PROGRAM PLANNING 2023; 98:102275. [PMID: 36924570 DOI: 10.1016/j.evalprogplan.2023.102275] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/07/2022] [Revised: 02/14/2023] [Accepted: 03/08/2023] [Indexed: 05/17/2023]
Abstract
NYC RxStat, the United States' first public health and public safety partnership aiming to reduce overdose deaths, began in 2012 and established a national model for cross-sector partnerships. The partnership aimed to integrate data-driven policing with actionable public health interventions and surveillance to develop and implement cross-sector overdose responses. With federal support, jurisdictions nationally have implemented public health and public safety partnerships modeled on RxStat. To inform partnership replication efforts, we conducted a stakeholder evaluation of RxStat. We conducted in-depth, semi-structured interviews with 25 current and former RxStat stakeholders. Interviews probed stakeholder perceptions of RxStat's successes, challenges, and opportunities for growth. Interview data were iteratively coded and thematically analyzed. Stakeholders reported certainty about the need for cross-sector collaboration and described cross-disciplinary tensions, challenges to collaboration and implementation, and opportunities for partnership optimization and growth. Findings informed 12 strategies to improve RxStat and partnerships in its model, organized into three opportunity areas: (1) ensure stakeholder and agency accountability; (2) build secure and mutually beneficial data systems; and (3) structure partnerships to facilitate equitable collaboration. Cross-sector partnerships offer a promising strategy to integrate the public health and safety sectors, but disciplinary tensions in approach may hamper implementation. Findings can inform efforts to implement and scale cross-sector partnerships.
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Affiliation(s)
- Bennett Allen
- Center for Opioid Epidemiology and Policy, Department of Population Health, New York University Grossman School of Medicine, United States.
| | - Adelya Urmanche
- Department of Psychiatry, Mount Sinai Beth Israel, United States
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Ondocsin J, Ciccarone D, Moran L, Outram S, Werb D, Thomas L, Arnold EA. Insights from Drug Checking Programs: Practicing Bootstrap Public Health Whilst Tailoring to Local Drug User Needs. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:5999. [PMID: 37297603 PMCID: PMC10252652 DOI: 10.3390/ijerph20115999] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/30/2023] [Revised: 05/22/2023] [Accepted: 05/25/2023] [Indexed: 06/12/2023]
Abstract
The year 2021 was the most deadly year for overdose deaths in the USA and Canada. The stress and social isolation stemming from the COVID-19 pandemic coupled with a flood of fentanyl into local drug markets created conditions in which people who use drugs were more susceptible to accidental overdose. Within territorial, state, and local policy communities, there have been longstanding efforts to reduce morbidity and mortality within this population; however, the current overdose crisis clearly indicates an urgent need for additional, easily accessible, and innovative services. Street-based drug testing programs allow individuals to learn the composition of their substances prior to use, averting unintended overdoses while also creating low threshold opportunities for individuals to connect to other harm reduction services, including substance use treatment programs. We sought to capture perspectives from service providers to document best practices around fielding community-based drug testing programs, including optimizing their position within a constellation of other harm reduction services to best serve local communities. We conducted 11 in-depth interviews from June to November 2022 via Zoom with harm reduction service providers to explore barriers and facilitators around the implementation of drug checking programs, the potential for integration with other health promotion services, and best practices for sustaining these programs, taking the local community and policy landscape into account. Interviews lasted 45-60 min and were recorded and transcribed. Thematic analysis was used to reduce the data, and transcripts were discussed by a team of trained analysts. Several key themes emerged from our interviews: (1) the instability of drug markets amid an inconsistent and dangerous drug supply; (2) implementing drug checking services in dynamic environments in response to the rapidly changing needs of local communities; (3) training and ongoing capacity building needed to create sustainable programs; and (4) the potential for integrating drug checking programs into other services. There are opportunities for this service to make a difference in overdose deaths as the contours of the drug market itself have changed over time, but a number of challenges remain to implement them effectively and sustain the service over time. Drug checking itself represents a paradox within the larger policy context, putting the sustainability of these programs at risk and challenging the potential to scale these programs as the overdose epidemic worsens.
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Affiliation(s)
- Jeff Ondocsin
- Center for AIDS Prevention Studies, Department of Medicine, University of California, San Francisco, CA 94143, USA
- Family & Community Medicine, Department of Medicine, University of California, San Francisco, CA 94143, USA
| | - Daniel Ciccarone
- Family & Community Medicine, Department of Medicine, University of California, San Francisco, CA 94143, USA
| | - Lissa Moran
- Center for AIDS Prevention Studies, Department of Medicine, University of California, San Francisco, CA 94143, USA
| | - Simon Outram
- Center for AIDS Prevention Studies, Department of Medicine, University of California, San Francisco, CA 94143, USA
| | - Dan Werb
- Centre on Drug Policy Evaluation, St. Michael’s Hospital, Toronto, ON M5B 1W8, Canada
- Division of Infectious Diseases & Global Public Health, UC San Diego School of Medicine, University of California, San Diego, CA 92093, USA
| | - Laura Thomas
- San Francisco AIDS Foundation, San Francisco, CA 94103, USA
| | - Emily A. Arnold
- Center for AIDS Prevention Studies, Department of Medicine, University of California, San Francisco, CA 94143, USA
- Family & Community Medicine, Department of Medicine, University of California, San Francisco, CA 94143, USA
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Pettus K, Radbruch L. Parallel opioid crises: brakes on sustainable development? Palliat Care Soc Pract 2023; 17:26323524231176574. [PMID: 37255620 PMCID: PMC10226329 DOI: 10.1177/26323524231176574] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Accepted: 04/25/2023] [Indexed: 06/01/2023] Open
Abstract
This Review perspective analyzes the parallel 'opioid crises' - one of access, the other of excess - affecting different demographic groups in distinct regions of the world, in terms of a knowledge gap between the founding 20th-century regulatory frameworks around 'drugs', including opioids, and evolving 21st-century clinical developments in public health, palliative care, addiction medicine, and regulatory sciences. Identifying the parallel crises as such is a positive step that can enable governance and science to catch up to one another and realign. As it is now, the opioid crises are acting as brakes on development as defined by the United Nations (UN) 2030 Agenda for Sustainable Development (SDGs). Both crises affect UN member states' ability to reach the Goal 3 'Ensure healthy lives and promote well-being for all at all ages' of the Sustainable Development Goals (SDGs). Among the nine targets for Goal 3, the two opioid crises affect progress toward Target 3.5, on strengthening the prevention and treatment of substance abuse, including narcotic drug abuse, and Target 3.8, providing Universal Health Coverage (UHC), and adequate access to essential medicines. The parallel opioid crises, which both represent misalignment between anachronistic governance structures and epistemic developments, have several things in common beyond the opioid molecules themselves: regulatory and health system deficits that interact pathologically with baked in cultural stigma around psychoactive substances, stigma evident in the designation of these substances in international law as 'narcotic drugs'. Community regeneration, educational development, and governance reforms can now replace politicized rather than evidence-based and public health-promoting drug policies that block progress toward both SDG 3 targets in different countries for different reasons. Quantification of serious health-related suffering (SHS) pertaining to a range of health conditions and demographic groups now provides the epidemiological evidence to legitimate such a timely paradigm shift.
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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. Pilot Feasibility Stud 2023; 9:91. [PMID: 37237323 PMCID: PMC10214543 DOI: 10.1186/s40814-023-01321-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2023] [Accepted: 05/16/2023] [Indexed: 05/28/2023] Open
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, 1040 W. Harrison Street, (MC 309), Chicago, IL, 60607, USA.
| | - Mary Ellen Mackesy-Amiti
- Community Health Sciences, School of Public Health, University of Illinois Chicago, Chicago, USA
| | - A David Jimenez
- Community Health Sciences, School of Public Health, University of Illinois Chicago, Chicago, USA
| | | | - Elizabeth Prete
- Community Health Sciences, School of Public Health, University of Illinois Chicago, Chicago, USA
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338
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Hughto JMW, Tapper A, Rapisarda SS, Stopka TJ, Palacios WR, Case P, Silcox J, Moyo P, Green TC. Drug use patterns and factors related to the use and discontinuation of medications for opioid use disorder in the age of fentanyl: findings from a mixed-methods study of people who use drugs. Subst Abuse Treat Prev Policy 2023; 18:30. [PMID: 37217975 DOI: 10.1186/s13011-023-00538-x] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2022] [Accepted: 05/05/2023] [Indexed: 05/24/2023] Open
Abstract
BACKGROUND Medications for opioid use disorder (MOUD; methadone, buprenorphine, naltrexone) are the most effective treatments for OUD, and MOUD is protective against fatal overdoses. However, continued illegal drug use can increase the risk of treatment discontinuation. Given the widespread presence of fentanyl in the drug supply, research is needed to understand who is at greatest risk for concurrent MOUD and drug use and the contexts shaping use and treatment discontinuation. METHODS From 2017 to 2020, Massachusetts residents with past-30-day illegal drug use completed surveys (N = 284) and interviews (N = 99) about MOUD and drug use. An age-adjusted multinomial logistic regression model tested associations between past-30-day drug use and MOUD use (current/past/never). Among those on methadone or buprenorphine (N = 108), multivariable logistic regression models examined the association between socio-demographics, MOUD type; and past-30-day use of heroin/fentanyl; crack; benzodiazepines; and pain medications. Qualitative interviews explored drivers of concurrent drug and MOUD use. RESULTS Most (79.9%) participants had used MOUD (38.7% currently; 41.2% past), and past 30-day drug use was high: 74.4% heroin/fentanyl; 51.4% crack cocaine; 31.3% benzodiazepines, and 18% pain medications. In exploring drug use by MOUD history, multinomial regression analyses found that crack use was positively associated with past and current MOUD use (outcome referent: never used MOUD); whereas benzodiazepine use was not associated with past MOUD use but was positively associated with current use. Conversely, pain medication use was associated with reduced odds of past and current MOUD use. Among those on methadone or buprenorphine, separate multivariable logistic regression models found that benzodiazepine and methadone use were positively associated with heroin/fentanyl use; living in a medium-sized city and sex work were positively associated with crack use; heroin/fentanyl use was positively associated with benzodiazepine use; and witnessing an overdose was inversely associated with pain medication use. Many participants qualitatively reported reducing illegal opioid use while on MOUD, yet inadequate dosage, trauma, psychological cravings, and environmental triggers drove their continued drug use, which increased their risk of treatment discontinuation and overdose. CONCLUSIONS Findings highlight variations in continued drug use by MOUD use history, reasons for concurrent use, and implications for MOUD treatment delivery and continuity.
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Affiliation(s)
- Jaclyn M W Hughto
- Department of Behavioral and Social Sciences, Brown University School of Public Health, Providence, RI, USA.
- Department of Epidemiology, School of Public Health, Brown University School of Public Health, Providence, RI, USA.
- Center for Promotion and Health Equity, Brown University, Providence, RI, USA.
- The Fenway Institute, Fenway Health, Boston, MA, USA.
| | - Abigail Tapper
- Opioid Policy Research Collaborative, The Heller School for Social Policy and Management, Brandeis University, Waltham, MA, USA
| | - Sabrina S Rapisarda
- Opioid Policy Research Collaborative, The Heller School for Social Policy and Management, Brandeis University, Waltham, MA, USA
- School of Criminology and Justice Studies, University of Massachusetts Lowell, Lowell, MA, USA
| | - Thomas J Stopka
- Department of Public Health and Community Medicine, Tufts University School of Medicine, Boston, MA, USA
| | - Wilson R Palacios
- School of Criminology and Justice Studies, University of Massachusetts Lowell, Lowell, MA, USA
| | - Patricia Case
- Bouve College of Health Sciences, Northeastern University, Boston, MA, USA
| | - Joseph Silcox
- Opioid Policy Research Collaborative, The Heller School for Social Policy and Management, Brandeis University, Waltham, MA, USA
- Department of Sociology, University of Massachusetts Boston, Boston, MA, USA
| | - Patience Moyo
- Department of Health Services, Policy and Practice, Brown University School of Public Health, Providence, RI, USA
- Center for Gerontology and Healthcare Research, Brown University, Providence, RI, USA
| | - Traci C Green
- Opioid Policy Research Collaborative, The Heller School for Social Policy and Management, Brandeis University, Waltham, MA, USA
- Division of General Internal Medicine Research, Department of Community Health, Warren Alpert School of Medicine, Providence, RI, USA
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Hochheimer M, Strickland JC, Rabinowitz JA, Ellis JD, Bergeria CL, Hobelmann JG, Huhn AS. The impact of opioid-stimulant co-use on tonic and cue-induced craving. J Psychiatr Res 2023; 164:15-22. [PMID: 37301033 DOI: 10.1016/j.jpsychires.2023.05.018] [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: 02/09/2023] [Revised: 04/19/2023] [Accepted: 05/01/2023] [Indexed: 06/12/2023]
Abstract
The twin opioid-stimulant epidemics have led to increased overdose deaths and present unique challenges for individuals entering treatment with opioid-stimulant polysubstance use. This study examined tonic and cue-induced craving as a primary outcome among persons in substance use treatment who reported primary substances of opioids, methamphetamine, or cocaine. The sample consisted of 1974 individuals in 55 residential substance-use treatment centers in the United States in 2021. Weekly surveys were delivered via a third-party outcomes tracking system, including measures of tonic and cue-induced craving. Initial comparisons on tonic and cue-induced craving were made among those who primarily used opioids, cocaine, or methamphetamine. Further, the effect of opioid/stimulant polysubstance use on tonic and cue-induced craving was evaluated using marginal effect regression models. Primary methamphetamine use was associated with decreased tonic craving compared to primary opioid use (β = -5.63, p < 0.001) and primary cocaine use was also associate with decreased tonic craving compared to primary opioid use (β = -6.14, p < 0.001). Primary cocaine use was also associated with lower cue-induced cravings compared to primary opioid use (β = -0.53, p = 0.037). Opioid-methamphetamine polysubstance use was associated with higher tonic craving (β = 3.81, p = <0.001) and higher cue-induced craving (β = 1.55, p = 0.001); however, this was not the case for opioid-cocaine polysubstance use. The results of this study indicate that individuals who primarily use opioids and have secondary methamphetamine use experience higher cue-induced and tonic-induced craving, suggesting that these individuals may benefit from additional interventions that target craving and mitigate relapse risk and other negative sequelae.
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Affiliation(s)
- Martin Hochheimer
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.
| | - Justin C Strickland
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Jill A Rabinowitz
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Jennifer D Ellis
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Cecilia L Bergeria
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - J Gregory Hobelmann
- Ashley Addiction Treatment, Havre de Grace, Maryland, USA; Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Andrew S Huhn
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
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340
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Richardson NJ, Ray B, Smiley-McDonald HM, Davis CS, Kral AH. National survey findings on law enforcement agency drug response practices, overdose victim outcomes, and Good Samaritan Laws. Drug Alcohol Depend 2023; 248:109916. [PMID: 37236060 DOI: 10.1016/j.drugalcdep.2023.109916] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Revised: 05/05/2023] [Accepted: 05/05/2023] [Indexed: 05/28/2023]
Abstract
BACKGROUND The United States continues to experience unprecedented rates of overdose mortality. Addressing the overdose epidemic has been challenging for policy makers given the lack of effectiveness of existing drug control policy measures. More recently, the implementation of harm reduction-based policies such as Good Samaritan Laws has led to increasing scholarly attention aimed at evaluating their effectiveness at reducing the likelihood of criminal justice-related sanctions for individuals following an overdose incident. The results of these studies, however, have been mixed. METHODS This study utilizes data from a nationally representative survey of law enforcement agencies designed to provide national information on services, policies, practices, operations, and resources of law enforcement drug response around overdoses to assess whether state Good Samaritan Laws reduce the likelihood of overdose victims being cited or being jailed following an overdose incident. RESULTS In general, findings indicate that although most agencies reported that overdose victims were not incarcerated or cited following an overdose incident, that this did not vary by whether agencies were in a state that had a GSL arrest protection for possession of controlled substances. CONCLUSIONS GSLs are often written in complex and confusing language that officers and people who use drugs do not fully understand, which may deter their being used for their intended purpose. Although GSLs are well-intentioned, these findings highlight the need for training and education for law enforcement and people who use drugs around the scope of these laws.
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Affiliation(s)
- Nicholas J Richardson
- Division for Applied Justice Research, RTI International, Research Triangle Park, NC, USA.
| | - Bradley Ray
- Division for Applied Justice Research, RTI International, Research Triangle Park, NC, USA
| | - Hope M Smiley-McDonald
- Division for Applied Justice Research, RTI International, Research Triangle Park, NC, USA
| | - Corey S Davis
- Network for Public Health Law, Harm Reduction Legal Project, Los Angeles, CA, USA
| | - Alex H Kral
- Community Health Research Division, RTI International, Berkeley, CA, USA
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341
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Adams A, Blawatt S, MacDonald S, Finnick R, Lajeunesse J, Harrison S, Byres D, Schechter MT, Oviedo-Joekes E. Provider experiences with relaxing restrictions on take-home medications for opioid use disorder during the COVID-19 pandemic: A qualitative systematic review. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2023; 117:104058. [PMID: 37182352 PMCID: PMC10165059 DOI: 10.1016/j.drugpo.2023.104058] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Revised: 04/03/2023] [Accepted: 04/25/2023] [Indexed: 05/16/2023]
Abstract
BACKGROUND Historical restrictions on take-home medications for opioid use disorder have generated considerable debate. The COVID-19 pandemic shifted the perceived risks and benefits of daily clinic attendance and led to widespread policy reform, creating an unprecedented opportunity to explore the impact of more flexible prescribing. We conducted a qualitative systematic review to synthesize the evidence on providers' experiences with relaxing restrictions on take-home doses of medications prescribed for opioid use disorder during the COVID-19 pandemic. METHODS The protocol for this systematic review was registered in PROSPERO (CRD42022360589; https://www.crd.york.ac.uk/prospero/). From Sept.-Nov. 2022, we searched Medline, Embase, CINAHL, PsycInfo, Web of Science, the Cochrane Register of Controlled Trials, and the grey literature from 2020 onward. Studies were eligible for inclusion if they used qualitative methods to investigate providers' experiences with relaxed restrictions on take-home medications for opioid use disorder during the COVID-19 pandemic. We appraised study quality using the CASP qualitative checklist and used thematic synthesis and GRADE-CERQual to synthesize the results. RESULTS We retrieved 13 articles representing 11 studies. Six were conducted in the United States and most focused on changes to methadone treatment. Providers' experiences with increased flexibilities around take-homes were broadly positive, despite widespread initial concern over client safety and the potential for medication misuse. For a small number of providers, concerns about diversion were a specific manifestation of more general unease with loss of control over clients and the treatment process. Most providers appreciated increased flexibilities and described them as enabling more individualized, person-centered care. CONCLUSION Our findings support the continuation of flexibilities around take-homes and demonstrate that regulations and policies that reduce flexibility around take-homes conflict with person-centered approaches to care. Stronger guidance and support from professional regulatory agencies may help increase uptake of flexibilities around take-homes.
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Affiliation(s)
- Alison Adams
- Centre for Health Evaluation & Outcome Sciences, Providence Health Care, St. Paul's Hospital, 575-1081 Burrard St., Vancouver, BC, V6Z 1Y6, Canada
| | - Sarin Blawatt
- School of Population and Public Health, University of British Columbia, 2206 East Mall, Vancouver, BC, V6T 1Z3, Canada; Centre for Health Evaluation & Outcome Sciences, Providence Health Care, St. Paul's Hospital, 575-1081 Burrard St., Vancouver, BC, V6Z 1Y6, Canada
| | - Scott MacDonald
- Providence Health Care, Providence Crosstown Clinic, 84 West Hastings Street, Vancouver, BCV6B 1G6, Canada
| | - Rhys Finnick
- Centre for Health Evaluation & Outcome Sciences, Providence Health Care, St. Paul's Hospital, 575-1081 Burrard St., Vancouver, BC, V6Z 1Y6, Canada
| | - Julie Lajeunesse
- Providence Health Care, Providence Crosstown Clinic, 84 West Hastings Street, Vancouver, BCV6B 1G6, Canada
| | - Scott Harrison
- Providence Health Care, Providence Crosstown Clinic, 84 West Hastings Street, Vancouver, BCV6B 1G6, Canada
| | - David Byres
- Provincial Health Services Authority, 200-1333 W Broadway, Vancouver, BC V6H 4C1, Canada
| | - Martin T Schechter
- School of Population and Public Health, University of British Columbia, 2206 East Mall, Vancouver, BC, V6T 1Z3, Canada; Centre for Health Evaluation & Outcome Sciences, Providence Health Care, St. Paul's Hospital, 575-1081 Burrard St., Vancouver, BC, V6Z 1Y6, Canada
| | - Eugenia Oviedo-Joekes
- School of Population and Public Health, University of British Columbia, 2206 East Mall, Vancouver, BC, V6T 1Z3, Canada; Centre for Health Evaluation & Outcome Sciences, Providence Health Care, St. Paul's Hospital, 575-1081 Burrard St., Vancouver, BC, V6Z 1Y6, Canada.
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Stopka TJ, Larochelle MR, Li X, Bernson D, Li W, Ackerson LK, Bayly R, Dammann O, Bauer C. Opioid-related mortality: Dynamic temporal and spatial trends by drug type and demographic subpopulations, Massachusetts, 2005-2021. Drug Alcohol Depend 2023; 246:109836. [PMID: 36931131 PMCID: PMC10121848 DOI: 10.1016/j.drugalcdep.2023.109836] [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: 01/13/2023] [Revised: 03/03/2023] [Accepted: 03/06/2023] [Indexed: 03/19/2023]
Abstract
BACKGROUND Fatal opioid-related overdoses (OOD) present significant public health challenges. Intuitive and replicable analytical approaches are needed to inform targeted public health responses. METHODS We obtained fatal OOD data for 2005-2021 from the Massachusetts Registry of Vital Records and Statistics. We conducted heatmap analyses to assess trends in fatal OOD rates per 100,000 residents, visualizing rates by death year and decedent age at one-year intervals, stratifying by race/ethnicity, sex, rurality, and involved substances. We calculated Getis-Ord Gi* statistics to identify spatial clusters of OOD rates. RESULTS Among 20,774 fatal OODs, rates were higher among males, and highly variable by race/ethnicity, age group, and rurality. While fatal OOD rates increased in urban before rural communities, rates were higher in rural communities by 2018-2019. Stimulant-related fatal OODs were elevated in 2020 and 2021. Fatal OOD rates involving fentanyl and stimulants increased precipitously and simultaneously in the non-Hispanic Black population in 2020 and 2021, with a bimodal age distribution peaking among those in their 40s and 60s. Elevated rates among 30-to-60 year old Hispanic residents were largely tied to synthetic opioids from 2015 to 2021. Spatial clusters were detected for prescription opioids, heroin, and stimulants in western Massachusetts. For synthetic opioids, hotspots became more ubiquitous across the state from 2016 to 2021, intensifying in southeastern Massachusetts. CONCLUSION Our novel approach uncovered new time varying and spatial patterns in fatal OOD rates not previously reported. Identified shifts in fatal OOD rates by sex, age, and race/ethnicity can inform location-specific field actions targeting subpopulations at disproportionally high risk.
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Affiliation(s)
- Thomas J Stopka
- Department of Public Health and Community Medicine, Tufts University School of Medicine, Boston, MA, United States.
| | - Marc R Larochelle
- Clinical Addiction Research and Education Unit, Section of General Internal Medicine, Department of Medicine, Boston University School of Medicine and Boston Medical Center, United States
| | - Xiaona Li
- Department of Biostatistics and Data Science, School of Public Health, The University of Texas Health Science Center at Houston, Houston, TX, United States
| | - Dana Bernson
- Office of Population Health, Department of Public Health, Commonwealth of Massachusetts, Boston, MA, United States
| | - Wenjun Li
- Center for Health Statistics and Department of Public Health, University of Massachusetts Lowell, Lowell, MA, United States
| | - Leland K Ackerson
- Center for Health Statistics and Department of Public Health, University of Massachusetts Lowell, Lowell, MA, United States
| | - Ric Bayly
- Department of Public Health and Community Medicine, Tufts University School of Medicine, Boston, MA, United States
| | - Olaf Dammann
- Department of Public Health and Community Medicine, Tufts University School of Medicine, Boston, MA, United States; Department of Gynecology and Obstetrics, Hannover Medical School, Hannover, Germany
| | - Cici Bauer
- Department of Biostatistics and Data Science, School of Public Health, The University of Texas Health Science Center at Houston, Houston, TX, United States
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Pytell JD, Whitley P, Passik SD, Bundy WL, Dawson E, Saloner B. Association of Patients' Direct Addition of Buprenorphine to Urine Drug Test Specimens With Clinical Factors in Opioid Use Disorder. JAMA Psychiatry 2023; 80:459-467. [PMID: 36947029 PMCID: PMC10034668 DOI: 10.1001/jamapsychiatry.2023.0234] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/28/2022] [Accepted: 01/26/2023] [Indexed: 03/23/2023]
Abstract
Importance The direct addition of buprenorphine to urine drug test specimens to mimic results suggestive of adherence is a clinically significant result, yet little is known about the phenomenon. Objective To characterize factors associated with the direct addition of buprenorphine to urine specimens among patients prescribed buprenorphine for opioid use disorder. Design, Setting, and Participants This cross-sectional study of urine drug test specimens was conducted from January 1, 2017, to April 30, 2022, using a national database of urine drug test specimens ordered by clinicians from primary care, behavioral health, and substance use disorder treatment clinics. Urine specimens with quantitative norbuprenorphine and buprenorphine concentrations from patients with opioid use disorder currently prescribed buprenorphine were analyzed. Exposures Nonprescribed opioid or stimulant co-positive, clinical setting, collection year, census division, patient age, patient sex, and payor. Main Outcomes and Measures Norbuprenorphine to buprenorphine ratio less than 0.02 identified direct addition of buprenorphine. Unadjusted trends in co-positivity for stimulants and opioids were compared between specimens consistent with the direct addition of buprenorphine. Factors associated with the direct addition of buprenorphine were examined with generalized estimating equations. Results This study included 507 735 urine specimens from 58 476 patients. Of all specimens, 261 210 (51.4%) were obtained from male individuals, and 137 254 (37.7%) were from patients aged 25 to 34 years. Overall, 9546 (1.9%) specimens from 4550 (7.6%) patients were suggestive of the direct addition of buprenorphine. The annual prevalence decreased from 2.4% in 2017 to 1.2% in 2020. Opioid-positive with (adjusted odds ratio [aOR], 2.01; 95% CI, 1.85-2.18) and without (aOR, 2.02; 95% CI, 1.81-2.26) stimulant-positive specimens were associated with the direct addition of buprenorphine to specimens, while opioid-negative/stimulant-positive specimens were negatively associated (aOR, 0.78; 95% CI, 0.71-0.85). Specimens from patients aged 35 to 44 years (aOR, 1.59; 95% CI, 1.34-1.90) and primary care (aOR, 1.60; 95% CI, 1.44-1.79) were associated with the direct addition of buprenorphine. Differences by treatment setting decreased over time. Specimens from the South Atlantic census region had the highest association (aOR, 1.4; 95% CI, 1.25-1.56) and New England had the lowest association (aOR, 0.54; 95% CI, 0.46-0.65) with the direct addition of buprenorphine. Conclusions and Relevance In this cross-sectional study, the direct addition of buprenorphine to urine specimens was associated with other opioid positivity and being collected in primary care settings. The direct addition of buprenorphine to urine specimens is a clinically significant finding, and best practices specific for this phenomenon are needed.
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Affiliation(s)
- Jarratt D. Pytell
- Department of Medicine, University of Colorado School of Medicine, Aurora
| | | | | | | | | | - Brendan Saloner
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
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Pytell JD, Chander G, Thakrar AP, Ogunwole SM, McGinty EE. Does a Survivorship Model of Opioid Use Disorder Improve Public Stigma or Policy Support? A General Population Randomized Experiment. J Gen Intern Med 2023; 38:1638-1646. [PMID: 36394698 PMCID: PMC10212853 DOI: 10.1007/s11606-022-07865-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/14/2022] [Accepted: 10/21/2022] [Indexed: 11/18/2022]
Abstract
BACKGROUND The chronic disease model of opioid use disorder (OUD) is promoted by many public health authorities, yet high levels of stigma persist along with low support for policies that would benefit people with OUD. OBJECTIVE Determine if a survivorship model of OUD, which does not imply a chronic, relapsing disease state, compared to a chronic disease model improves public stigma and support for opioid-related policies. Explore if race or gender moderates any effect. DESIGN Online, vignette-based randomized study. PARTICIPANTS US adults recruited through a market research firm. INTERVENTION Participants viewed one of 8 vignettes depicting a person with OUD in sustained remission. Vignettes varied in terms of the OUD model (survivorship, chronic disease) and vignette individual's race (Black, White) and gender (man, woman). MAIN MEASURES (1) Public stigma measured by desire for social distance, perceptions of dangerousness, and overall feelings toward the vignette individual. (2) Support for 7 opioid-related policies. Overall feelings were measured on a feelings thermometer (0/cold-100/warm). Stigma and policy support responses were measured on Likert scales dichotomized to indicate a positive (4, 5) or negative/indifferent (1-3) response. KEY RESULTS Of 1440 potential participants, 1172 (81%) were included in the analysis. Exposure to the survivorship model resulted in warmer feelings (mean 72, SD 23) compared to the chronic disease (mean 67, SD 23; difference 4, 95%CI 1-6). There was no effect modification from the vignette individual's race or gender. There was no significant difference between OUD models on other measures of public stigma or support for policies. CONCLUSIONS The survivorship model of OUD improved overall feelings compared to the chronic disease model, but we did not detect an effect of this model on other domains of public stigma or support for policies. Further refinement and testing of this novel, survivorship model of OUD could improve public opinions.
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Affiliation(s)
- Jarratt D Pytell
- Department of Medicine, Johns Hopkins School of Medicine, Baltimore, MD, USA.
- Department of Medicine, University of Colorado School of Medicine, Mail Stop B180, 12631 E. 17th Ave, Aurora, CO, 80045, USA.
| | - Geetanjali Chander
- Department of Medicine, Johns Hopkins School of Medicine, Baltimore, MD, USA
- Department of Medicine, University of Washington School of Medicine, Seattle, WA, USA
| | - Ashish P Thakrar
- National Clinician Scholars Program at the Corporal Michael J. Crescenz VA Medical Center, University of Pennsylvania, Philadelphia, PA, USA
| | - S Michelle Ogunwole
- Department of Medicine, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Emma E McGinty
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
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Scholl L, Liu S, Pickens CM. Suspected Nonfatal Cocaine-Involved Overdoses Overall and With Co-involvement of Opioids. JOURNAL OF PUBLIC HEALTH MANAGEMENT AND PRACTICE 2023; 29:392-402. [PMID: 36867655 PMCID: PMC11776262 DOI: 10.1097/phh.0000000000001719] [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: 03/04/2023]
Abstract
CONTEXT The Centers for Disease Control and Prevention (CDC) developed a syndrome definition for detection of suspected nonfatal cocaine-involved overdoses. The definition can be used to monitor trends and detect anomalies in emergency department (ED) syndromic surveillance data at the national, state, and local levels. OBJECTIVE This study describes the development of the nonfatal, unintentional/undetermined intent cocaine-involved overdose (UUCOD) definition and analysis of trends over time. DESIGN/SETTING CDC developed the UUCOD definition to query ED data in CDC's National Syndromic Surveillance Program (NSSP). Data between 2018 and 2021 were analyzed from 29 states sharing data access in the Drug Overdose Surveillance and Epidemiology (DOSE) System via NSSP. Using Joinpoint regression, trends were analyzed for UUCOD overall, by sex and age group, and for UUCOD co-involving opioids. MEASURES Time trends between 2018 and 2021 were analyzed by examining average monthly percentage change. Individual trend segments and trend inflection points were analyzed by examining monthly percentage change. RESULTS During 2018-2021, a total of 27 240 UUCOD visits were identified by the syndrome definition. Analyses identified different patterns in trends for males and females, with largely similar trends for persons aged 15 to 44 years and 45 years or older. Analyses also identified seasonal patterns with increases in spring/summer months in UUCOD overall and UUCOD co-involving opioids and declines for both in fall/winter months. CONCLUSION This UUCOD syndrome definition will be useful for ongoing monitoring of suspected nonfatal overdoses involving cocaine and co-involving cocaine and opioids. Ongoing assessment of cocaine-involved overdose trends might identify anomalies requiring further investigation and inform deployment of resources.
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Affiliation(s)
- Lawrence Scholl
- Division of Overdose Prevention, National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, Atlanta, Georgia
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van Amsterdam J, Pierce M, van den Brink W. Predictors and motives of polydrug use in opioid users. A narrative review. Curr Opin Psychiatry 2023:00001504-990000000-00066. [PMID: 37191648 DOI: 10.1097/yco.0000000000000875] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/17/2023]
Abstract
PURPOSE OF REVIEW To review the recent literature on predictors and personal motives of polydrug use in opioid users with a focus on combined use of opioids with stimulants, benzodiazepines and gabapentinoids. RECENT FINDINGS In North America, methamphetamine is now the most prevalent co-drug in opioid users and is responsible for high mortality rates. In Europe, opioids are rather combined with either cocaine, benzodiazepines or gabapentionoids, but recent data are lacking.Main personal motives of opioid users to combine opioids with methamphetamine or cocaine is to boost the opioid high, inhibit the withdrawal effects of heroin and have a cheaper alternative to maintain the opioid high. Risk factors of polydrug use by opioid users included being male, younger age, homelessness, high-risk sexual behavior, needle sharing, incarceration, poor mental health and recent use of cocaine or prescription opioids. The motives for co-use of opioids and gabapentinoids also include seeking a better high, lower price and to self-medicate pain/physical symptoms, including those resulting from withdrawal. SUMMARY When treating opioid users with polydrug drug use, special attention should be paid to dosing when in opioid agonist methadone/buprenorphine treatment and to the presence of physical pain. The validity of part of the personal motives seems questionable which deserves attention when counselling opioid users with polydrug use.
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Affiliation(s)
- Jan van Amsterdam
- Amsterdam UMC, location University of Amsterdam, Department of Psychiatry, Meibergdreef 9, Amsterdam, Netherlands; Amsterdam Neuroscience, Research Program Compulsivity, Impulsivity & Attention, Amsterdam, The Netherlands
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Tay Wee Teck J, Oteo A, Baldacchino A. Rapid opioid overdose response system technologies. Curr Opin Psychiatry 2023:00001504-990000000-00063. [PMID: 37185583 DOI: 10.1097/yco.0000000000000870] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/17/2023]
Abstract
PURPOSE OF REVIEW Opioid overdose events are a time sensitive medical emergency, which is often reversible with naloxone administration if detected in time. Many countries are facing rising opioid overdose deaths and have been implementing rapid opioid overdose response Systems (ROORS). We describe how technology is increasingly being used in ROORS design, implementation and delivery. RECENT FINDINGS Technology can contribute in significant ways to ROORS design, implementation, and delivery. Artificial intelligence-based modelling and simulations alongside wastewater-based epidemiology can be used to inform policy decisions around naloxone access laws and effective naloxone distribution strategies. Data linkage and machine learning projects can support service delivery organizations to mobilize and distribute community resources in support of ROORS. Digital phenotyping is an advancement in data linkage and machine learning projects, potentially leading to precision overdose responses. At the coalface, opioid overdose detection devices through fixed location or wearable sensors, improved connectivity, smartphone applications and drone-based emergency naloxone delivery all have a role in improving outcomes from opioid overdose. Data driven technologies also have an important role in empowering community responses to opioid overdose. SUMMARY This review highlights the importance of technology applied to every aspect of ROORS. Key areas of development include the need to protect marginalized groups from algorithmic bias, a better understanding of individual overdose trajectories and new reversal agents and improved drug delivery methods.
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Affiliation(s)
- Joseph Tay Wee Teck
- DigitAS Project, Population and Behavioural Science Division, School of Medicine, University of St Andrews, St Andrews
- Forward Leeds and Humankind Charity, Durham, UK
| | - Alberto Oteo
- DigitAS Project, Population and Behavioural Science Division, School of Medicine, University of St Andrews, St Andrews
| | - Alexander Baldacchino
- DigitAS Project, Population and Behavioural Science Division, School of Medicine, University of St Andrews, St Andrews
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Enns B, Krebs E, Whitehurst DGT, Jutras-Aswad D, Le Foll B, Socias ME, Nosyk B. Cost-effectiveness of flexible take-home buprenorphine-naloxone versus methadone for treatment of prescription-type opioid use disorder. Drug Alcohol Depend 2023; 247:109893. [PMID: 37120920 DOI: 10.1016/j.drugalcdep.2023.109893] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/08/2022] [Revised: 03/21/2023] [Accepted: 04/19/2023] [Indexed: 05/02/2023]
Abstract
BACKGROUND Our objective was to examine the cost-effectiveness of flexible take-home buprenorphine-naloxone (BNX) versus methadone alongside the OPTIMA trial in Canada. METHODS The OPTIMA study was a pragmatic, open-label, noninferiority, two-arm randomized controlled trial, to assess the comparative effectiveness of flexible take-home BNX vs. methadone in routine clinical care for individuals with prescription-type opioid use disorder. We evaluated cost-effectiveness using a semi-Markov cohort model. Probabilities of overdose were calibrated, accounting for fentanyl prevalence and other overdose risk factors such as naloxone availability. We considered health sector and societal cost perspectives, including costs (2020 CAD) for treatment, health resource use, criminal activity, and health state-specific preference weights as outcomes to calculate incremental cost-effectiveness ratios. Six-month and lifetime (3% annual discount rate) time-horizons were explored. RESULTS Over a lifetime time horizon, individuals accumulated -0.144 [CI: -0.302, -0.025] incremental quality-adjusted life years (QALYs) in BNX compared with methadone. Incremental costs were -$2047 [CI: -$39,197, $24,250] from a societal perspective, and -$4549 [CI: -$6332, -$3001] from a health sector perspective. Over a six-month time-horizon, individuals accumulated 0.002 [credible interval (CI): -0.011, 0.016] incremental QALYs in BNX compared with methadone. Incremental costs were -$307 [CI: -$10,385, $8466] from a societal perspective and -$1111 [CI: -$1517, -$631] from a health sector perspective. BNX was dominated (costlier, less effective) in 49.7% of simulations when adopting a societal perspective over a lifetime time horizon. CONCLUSIONS Flexible take-home BNX was not cost-effective versus methadone over a lifetime time horizon, resulting from better treatment retention in methadone compared to BNX.
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Affiliation(s)
- Benjamin Enns
- Centre for Health Evaluation and Outcome Sciences, Vancouver, British Columbia, Canada
| | - Emanuel Krebs
- Centre for Health Evaluation and Outcome Sciences, Vancouver, British Columbia, Canada; Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, Canada
| | - David G T Whitehurst
- Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, Canada
| | - Didier Jutras-Aswad
- Research Centre, Centre Hospitalier de l'Université de Montréal (CRCHUM), 900 Saint-Denis Street, Montréal, QuébecH2X 0A9, Canada; Department of Psychiatry and Addictology, Faculty of Medicine, Université de Montréal, 2900 boul. Edouard-Montpetit, Montréal, QuébecH3T1J4, Canada
| | - Bernard Le Foll
- Department of Pharmacology and Toxicology, Faculty of Medicine, University of Toronto, 1 King's College Circle, Toronto, OntarioM5S 1A8, Canada; Department of Family and Community Medicine, Faculty of Medicine, University of Toronto, 250 College Street, 8th floor, Toronto, OntarioM5T 1R8, Canada; Dalla Lana School of Public Health, University of Toronto, 155 College Street, Toronto, OntarioM5T 3M7, Canada; Translational Addiction Research Laboratory, Campbell Family Mental Health Research Institute, Center for Addiction and Mental Health (CAMH), 33 Ursula Franklin Street, Toronto, OntarioM5S 2S1, Canada; Acute Care Program, CAMH, 33 Ursula Franklin Street, Toronto, OntarioM5S 2S1, Canada
| | - M Eugenia Socias
- British Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver, British ColumbiaV6Z 2A9, Canada; Department of Medicine, Faculty of Medicine, University of British Columbia, 1045 Howe Street, Vancouver, British ColumbiaV6Z 2A9, Canada
| | - Bohdan Nosyk
- Centre for Health Evaluation and Outcome Sciences, Vancouver, British Columbia, Canada; Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, Canada.
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Daniulaityte R, Ruhter L, Juhascik M, Silverstein S. Attitudes and experiences with fentanyl contamination of methamphetamine: exploring self-reports and urine toxicology among persons who use methamphetamine and other drugs. Harm Reduct J 2023; 20:54. [PMID: 37081499 PMCID: PMC10118220 DOI: 10.1186/s12954-023-00782-1] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2023] [Accepted: 04/12/2023] [Indexed: 04/22/2023] Open
Abstract
BACKGROUND There are growing concerns about illicitly manufactured fentanyl (IMF) contamination of methamphetamine. This study aims to characterize the lay views and experiences with IMF-contaminated methamphetamine (IMF/meth) and identify participants with unknown IMF exposures through urine toxicology analysis. METHODS Between December-2019 and November-2021, structured interviews were conducted with 91 individuals who reported past 30-day use of methamphetamine and resided in Dayton, Ohio, USA. Lab-based urine toxicology analyses were conducted to identify fentanyl/analogs, methamphetamine, and other drugs. Bivariate analyses were conducted to identify characteristics associated with attitudes and experiences with IMF/meth, and unknown IMF exposures. RESULTS The majority (95.6%) of the study participants were non-Hispanic white, and 52.7% were female. Past 30-day use of methamphetamine was reported on a mean of 18.7 (SD 9.1) days, and 62.6% also reported past 30-day use of heroin/IMF. Most (76.9%) had a history of an unintentional drug-related overdose, but 38.5% rated their current risk for an opioid overdose as none. Besides fentanyl (71.9%), toxicology analysis identified nine fentanyl analogs/metabolites (e.g., 42.7% acetyl fentanyl, 19.0% fluorofentanyl, 5.6% carfentanil), and 12.4% tested positive for Xylazine. The majority (71.4%) believed that IMF/meth was common, and 59.3% reported prior exposures to IMF/meth. 11.2% tested positive for IMF but reported no past 30-day heroin/IMF use (unknown exposure to IMF). Views that IMF/meth was common showed association with homelessness (p = 0.04), prior overdose (p = 0.028), and greater perceived risk of opioid overdose (p = 0.019). Self-reported exposure to IMF/meth was associated with homelessness (p = 0.007) and obtaining take-home naloxone (p = 0.025). Individuals with unknown IMF exposure (test positive for IMF, no reported past 30-day heroin/IMF use) were older (49.9 vs. 41.1 years, p < 0.01), and reported more frequent past 30-day use of methamphetamine (24.4 vs. 18.0 days, p < 0.05). They indicated lower perceived risk of opioid overdose (0.1 vs. 1.9, scale from 0 = "none" to 4 = "high," p < 0.001). DISCUSSION This study suggests a need for targeted interventions for people who use methamphetamine and expansion of drug checking and other harm reduction services.
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Affiliation(s)
- Raminta Daniulaityte
- College of Health Solutions, Arizona State University, 425 N 5Th Street, ABC 121, Phoenix, AZ, 85004, USA.
| | - Lance Ruhter
- College of Health Solutions, Arizona State University, 425 N 5Th Street, ABC 121, Phoenix, AZ, 85004, USA
| | - Matthew Juhascik
- Montgomery County Coroner's Office and Crime Laboratory, Dayton, OH, USA
| | - Sydney Silverstein
- Department of Population and Public Health Sciences, Center for Interventions, Treatment, and Addictions Research, Boonshoft School of Medicine, Wright State University, Dayton, OH, USA
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350
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Nielsen S, Barratt M, Hiley S, Bartlett M, Latimer J, Jauncey M, Roux C, Morelato M, Clark N, Kowalski M, Gilbert M, Francia L, Shipton A, Gerostamoulos D, Glowacki L, Lam T. Monitoring for fentanyl within Australian supervised injecting facilities: Findings from feasibility testing of novel methods and collaborative workshops. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2023; 115:104015. [PMID: 37043848 DOI: 10.1016/j.drugpo.2023.104015] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2022] [Revised: 01/31/2023] [Accepted: 03/18/2023] [Indexed: 04/14/2023]
Abstract
BACKGROUND Australia is yet to see widespread fentanyl-contaminated heroin, despite the established presence of fentanyl in other countries. International mortality trends alongside a local cluster of fentanyl-related deaths prompted interest in developing methods to monitor for fentanyl and other potentially harmful novel psychoactive substances (NPS) in Australia. METHODS We tested novel methods to monitor for fentanyl and other NPS. From 2017-2021, clients from supervised injecting facilities (SIFs) in Melbourne and Sydney, Australia, contributed urine screens (UDS) with BTNX Rapid Response™ fentanyl test strips (FTS) paired with surveys, and injecting equipment associated with opioid overdoses for laboratory analysis. A single site piloted drug checking using FTS with laboratory confirmation. Two workshops were conducted with SIF staff, content experts and people with lived experience to determine how results can inform practices within SIFs. RESULTS Of the 911 UDS with FTS conducted, less than 1% (n=8) yielded positive results that were not explained by self-reported pharmaceutical fentanyl use, with two laboratory confirmed fentanyl positive results. Injecting equipment from 59 overdoses was tested and neither fentanyl nor other NPS were identified. Drug checking with FTS (n=34) indicated the presence of fentanyl on three tests. Two specimens were subsequently sent for laboratory testing and classified as false positives as the presence of fentanyl was not confirmed. Workshop participants (n=21) felt routine monitoring with FTS currently had limited value. A process for using pre-defined signals to trigger surveillance was developed. CONCLUSION The high false positive rates with FTS, relative to the small number of positive results and potential for them to undermine confidence in FTS emphasised the need for confirmatory testing. The role of routine surveillance was unclear within the current low-fentanyl context, however, a process was developed to upscale testing should signals of increased fentanyl prevalence in the Australian heroin market emerge.
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Affiliation(s)
- Suzanne Nielsen
- Monash Addiction Research Centre, Eastern Health Clinical School, Monash University, Peninsula Campus. Moorooduc Hwy, VIC, Australia; National Drug and Alcohol Research Centre, UNSW Sydney, NSW, Australia.
| | - Monica Barratt
- National Drug and Alcohol Research Centre, UNSW Sydney, NSW, Australia; Social and Global Studies Centre and Digital Ethnography Research Centre, RMIT University, Melbourne, VIC, Australia
| | - Sarah Hiley
- Medically Supervised Injecting Room, North Richmond Community Health, VIC, Australia
| | - Mark Bartlett
- Uniting Medically Supervised Injecting Centre, Sydney, NSW, Australia
| | - Julie Latimer
- Uniting Medically Supervised Injecting Centre, Sydney, NSW, Australia
| | - Marianne Jauncey
- Uniting Medically Supervised Injecting Centre, Sydney, NSW, Australia
| | - Claude Roux
- Centre for Forensic Science, University of Technology Sydney, NSW, Australia
| | - Marie Morelato
- Centre for Forensic Science, University of Technology Sydney, NSW, Australia
| | - Nico Clark
- Medically Supervised Injecting Room, North Richmond Community Health, VIC, Australia
| | | | | | - Leanne Francia
- Monash Addiction Research Centre, Eastern Health Clinical School, Monash University, Peninsula Campus. Moorooduc Hwy, VIC, Australia
| | - Alexandra Shipton
- Monash Addiction Research Centre, Eastern Health Clinical School, Monash University, Peninsula Campus. Moorooduc Hwy, VIC, Australia
| | - Dimitri Gerostamoulos
- Victorian Institute of Forensic Medicine, Southbank, VIC, Australia; Department of Forensic Medicine, Monash University, VIC, Australia
| | - Linda Glowacki
- Victorian Institute of Forensic Medicine, Southbank, VIC, Australia
| | - Tina Lam
- Monash Addiction Research Centre, Eastern Health Clinical School, Monash University, Peninsula Campus. Moorooduc Hwy, VIC, Australia
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