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Gaynes BN, Tran HV, Nong HTT, Filipowicz TR, Landrum KR, Tran TTT, Nguyen VQ, Verhey R, Nguyen HN, Giang LM, Pence BW. An Adapted Friendship Bench Counseling Intervention (FB) to Improve Mental Health and HIV Care Engagement Outcomes Among People Living with HIV (PWH) Who Inject Drugs in Hanoi, Vietnam: Results from the VITAL Pilot Randomized Controlled Trial. AIDS Behav 2025; 29:1761-1774. [PMID: 39894853 DOI: 10.1007/s10461-025-04645-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/22/2025] [Indexed: 02/04/2025]
Abstract
Common mental disorders (CMDs) are prevalent among people living with HIV (PWH) and cause morbidity, jeopardize HIV care engagement, and worsen HIV outcomes. In Vietnam, PWH who inject drugs are at high risk for poor HIV and CMD outcomes. However, few evidence-based interventions are available to address this population. We conducted a three-arm individually randomized pilot trial assigning 75 PWH with opiate use disorder and a CMD from methadone maintenance treatment clinics to either FB by a professional counselor, FB by a peer counselor, or enhanced usual care. Primary outcomes were feasibility, acceptability, and fidelity of FB; we also assessed preliminary indicators of CMD improvement and HIV care engagement. Feasibility was high, with 99% retention at 6 weeks and 96% retention at 6 months. 100% of patients receiving FB attended all 6 weekly sessions. Acceptability of FB was high for participants in both the professional and peer counselor groups. Providers were highly satisfied with the FB experience. Fidelity was adequate: 72% of professional counselors met or exceeded fidelity expectations, while 44% of peer counselors did. Preliminary indicators of effectiveness for CMDs were promising. Participants in the professional counselor arm had the greatest improvement as measured by CMD symptom improvement and CMD response rates at most follow-up visits. The adapted FB intervention should be scaled up and evaluated in a larger, fully powered randomized controlled trial to evaluate its efficacy in improving CMDs and HIV engagement for PWH and CMDs at greatest risk of poor HIV and CMD outcomes.Clinical Trial Number: NCT04790201 registered 3/10/2021.
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Affiliation(s)
- Bradley N Gaynes
- University of North Carolina School of Medicine (Psychiatry) and Gillings School of Global Public Health (Epidemiology), Chapel Hill, NC, USA.
| | - Ha V Tran
- The University of North Carolina, Vietnam Office, Hanoi, Vietnam
| | - Ha T T Nong
- The University of North Carolina, Vietnam Office, Hanoi, Vietnam
| | - Teresa R Filipowicz
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Kelsey R Landrum
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Thuy T T Tran
- Faculty of Environmental and Occupational Health, Hanoi University of Public Health, Hanoi, Vietnam
| | - Vu Q Nguyen
- The University of North Carolina, Vietnam Office, Hanoi, Vietnam
| | - Ruth Verhey
- Friendship Bench Zimbabwe, Milton Park, Harare, Zimbabwe
| | - Ha Nhat Nguyen
- The University of North Carolina, Vietnam Office, Hanoi, Vietnam
| | - Le Minh Giang
- School of Preventive Medicine and Public Health, Hanoi Medical University, Hanoi, Vietnam
| | - Brian W Pence
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
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Bowles D, Yar E, van der Sterren A. Prioritising people who use drugs in health policy: An Australian Capital Territory case study. Drug Alcohol Rev 2025; 44:685-695. [PMID: 39957331 PMCID: PMC11886498 DOI: 10.1111/dar.14001] [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: 02/18/2024] [Revised: 12/06/2024] [Accepted: 01/05/2025] [Indexed: 02/18/2025]
Abstract
INTRODUCTION Governments are increasingly identifying priority populations on which to focus health policy and to measure health and wellbeing outcomes. Prioritising populations that are considered to be higher risk or to have particular needs that may not be captured within the parameters of health policy developed for the general population, is essential to health equity and efficient resource allocation. However, the criteria that governments use for prioritising populations is often vague or unspecified. To date, people who use drugs are almost never identified as a priority population in health policy, despite poor health and wellbeing outcomes. METHODS We developed three-pronged criteria-disadvantage, prevalence/accessibility and amenability to change-for prioritising populations in government health policy. We used these criteria to compare people who access alcohol, tobacco and other drug (ATOD) services with populations which are prioritised within the Australian Capital Territory Government's Wellbeing Framework. RESULTS Use of the criteria indicates that health policy prioritisation of people who access ATOD services is warranted. People who access ATOD services experienced worse health and wellbeing outcomes across all measures. DISCUSSION AND CONCLUSIONS Given increasingly explicit prioritisation of populations in health policy, there is an opportunity to advance health equity and embed policy efficiency through formal and transparent consideration of which populations to prioritise. Using set criteria for prioritising populations in health policy is possible, and could help identify populations often overlooked for prioritisation, such as people who access ATOD services.
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Affiliation(s)
- Devin Bowles
- ACT Council of Social ServiceCanberraAustralia
- Faculty of HealthUniversity of CanberraCanberraAustralia
| | - Elisabeth Yar
- AlcoholTobacco and Other Drug Association ACTCanberraAustralia
- College of Arts and Social SciencesAustralian National UniversityCanberraAustralia
| | - Anke van der Sterren
- AlcoholTobacco and Other Drug Association ACTCanberraAustralia
- School of Population HealthUNSW SydneySydneyAustralia
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Stewart AC, Hickman M, Agius PA, Scott N, Stone J, Roxburgh A, O'Keefe D, Higgs P, Kerr T, Stoové MA, Thompson A, Crawford S, Norman J, Vella-Horne D, Lloyd Z, Clark N, Maher L, Dietze P. Supervised Injecting Room Cohort Study (SIRX): study protocol. BMJ Open 2025; 15:e091337. [PMID: 39933808 PMCID: PMC11815420 DOI: 10.1136/bmjopen-2024-091337] [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: 07/18/2024] [Accepted: 01/22/2025] [Indexed: 02/13/2025] Open
Abstract
BACKGROUND Supervised injecting facilities (SIFs) are designed to reduce the harms associated with injecting drug use and improve access to health and support services for people who need them. The Supervised Injecting Room Cohort Study (SIRX) aims to provide evidence of the effects, including cost-effectiveness, of a SIF embedded within a community health service, the Melbourne Medically Supervised Injecting Room (MSIR), which has a range of integrated harm reduction, health and social support services on-site. METHODS AND ANALYSIS The SIRX study design involves two prospective cohort studies that collect behavioural data and retrospectively and prospectively linked administrative data for primary and tertiary health services, criminal justice records, and mortality. The two cohorts are: (1) participants drawn from the existing Melbourne Injecting Drug User Cohort Study (SuperMIX; established in 2008-ongoing) through which participants consent to annual behavioural surveys (including serological testing for HIV and hepatitis B and C viruses) and linkage to administrative data; and (2) the SIRX-Registration Cohort (SIRX-R; established in 2024) comprising registered MSIR clients who consent to a baseline behavioural survey and administrative data linkage including the frequency of SIF use, and the uptake of on-site services. Primary outcomes are aligned to the legislated aims of the Melbourne MSIR, including ambulance-attended non-fatal overdoses and all-cause and drug-related mortality. Using causal inference methods, analyses will estimate the effect of MSIR exposure (frequent use/infrequent use/no use) on these primary outcomes. The SIRX study also has a secondary focus on the effect of MSIR exposure on health service use and related outcomes. ETHICS AND DISSEMINATION SuperMIX Study (599/21) and SIRX-R Study (71/23) ethics approvals were obtained from Alfred Hospital Research Ethics Committee. Participants will be assessed for capacity to provide informed consent following a detailed explanation of the study. Participants are informed of their right to withdraw from the study at any time and that withdrawing does not impact their access to services. Aggregated research results will be disseminated via presentations at national and international scientific conferences and publications in peer-reviewed journals. Local-level reports and outputs will be distributed to key study stakeholders and policymakers. Summary findings via accessible outputs (eg, short infographic summaries) for participants will be displayed in relevant services including the Melbourne MSIR and the study van, and distributed via Harm Reduction Victoria.
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Affiliation(s)
- Ashleigh C Stewart
- Disease Elimination, Burnet Institute, Melburne, Victoria, Australia
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Matthew Hickman
- Disease Elimination, Burnet Institute, Melburne, Victoria, Australia
- Population Health Sciences, University of Bristol, Bristol, UK
- National Drug and Alcohol Research Centre, Sydney, New South Wales, Australia
| | - Paul A Agius
- Disease Elimination, Burnet Institute, Melburne, Victoria, Australia
- Deakin University Faculty of Health, Burwood, Victoria, Australia
| | - Nick Scott
- Disease Elimination, Burnet Institute, Melburne, Victoria, Australia
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Jack Stone
- Population Health Sciences, University of Bristol, Bristol, UK
| | - Amanda Roxburgh
- Disease Elimination, Burnet Institute, Melburne, Victoria, Australia
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Daniel O'Keefe
- Disease Elimination, Burnet Institute, Melburne, Victoria, Australia
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Peter Higgs
- Disease Elimination, Burnet Institute, Melburne, Victoria, Australia
- Public Health, La Trobe University, Bundoora, Victoria, Australia
| | - Thomas Kerr
- Division of Social Medicine, The University of British Columbia Department of Medicine, Vancouver, British Columbia, Canada
- British Columbia Centre on Substance Use, Vancouver, British Columbia, Canada
| | - Mark A Stoové
- Disease Elimination, Burnet Institute, Melburne, Victoria, Australia
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Alexander Thompson
- Department of Gastroenterology, St Vincent's Hospital Melbourne, Fitzroy, Victoria, Australia
- Department of Medicine, The University of Melbourne, Melbourne, Victoria, Australia
| | | | - Josephine Norman
- Centre for Evaluation and Research Evidence, Department of Health Victoria, Melbourne, Victoria, Australia
| | - Dylan Vella-Horne
- Disease Elimination, Burnet Institute, Melburne, Victoria, Australia
| | - Zachary Lloyd
- Disease Elimination, Burnet Institute, Melburne, Victoria, Australia
| | - Nico Clark
- Disease Elimination, Burnet Institute, Melburne, Victoria, Australia
| | - Lisa Maher
- Disease Elimination, Burnet Institute, Melburne, Victoria, Australia
- The Kirby Institute, Kensington, New South Wales, Australia
| | - Paul Dietze
- Disease Elimination, Burnet Institute, Melburne, Victoria, Australia
- National Drug Research Institute, Melbourne, Victoria, Australia
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Metcalfe R, Fraser R, Trayner KMA, Glancy M, Yeung A, Sills L, Ritchie T, Priyadarshi S, Peters SE, McAuley A, Hutchinson S. Rising mortality among people who inject drugs living with HIV in Scotland, UK: A 20-year retrospective cohort study. HIV Med 2025; 26:265-274. [PMID: 39557520 PMCID: PMC11786617 DOI: 10.1111/hiv.13733] [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: 05/13/2024] [Accepted: 10/29/2024] [Indexed: 11/20/2024]
Abstract
OBJECTIVES Our aim was to examine mortality trends in the era of antiretroviral therapy, among people who inject drugs (PWID) who are living with HIV. The study objectives were to assess and quantify mortality among PWID diagnosed with HIV over time in Scotland, in the context of a recent outbreak of HIV and rise in drug-related mortality. METHODS This was a retrospective cohort study of those diagnosed with HIV in Scotland between January 2000 and February 2020, with acquisition related to injecting drug use, linked to mortality data. Factors associated with all-cause mortality were examined using Cox proportional hazards regression. RESULTS Among 430 individuals with 3143 person-years (py) of follow-up, 88 (20.5%) died. Drug-related deaths accounted for 45.5% of all deaths, rising to 60% among those diagnosed in 2015-2020. The crude all-cause mortality was 28.00 per 1000 py overall and 37.62 per 1000 py within 5 years of diagnosis. Mortality risk was markedly higher among PWID diagnosed in 2015-2020 [adjusted hazard ratio (aHR) = 3.53], relative to those diagnosed in 2000-2004. Among those diagnosed in 2015-2020 (as part of the HIV outbreak), the mortality risk was higher among those not on, compared with those on, opioid agonist therapy (aHR = 3.87). CONCLUSION Mortality among PWID living with HIV in Scotland has risen substantially in the 21st century. Our findings highlight the important role of opioid-agonist therapy, alongside other prevention and treatment measures to address high levels of drug-related mortality for PWID living with HIV, including within HIV outbreaks in this population group.
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Affiliation(s)
- R. Metcalfe
- School of Health and Life SciencesGlasgow Caledonian UniversityGlasgowUK
- NHS Greater Glasgow & ClydeGlasgowUK
| | - R. Fraser
- School of Health and Life SciencesGlasgow Caledonian UniversityGlasgowUK
| | - K. M. A. Trayner
- School of Health and Life SciencesGlasgow Caledonian UniversityGlasgowUK
- Public Health Scotland, UKGlasgowUK
| | - M. Glancy
- School of Health and Life SciencesGlasgow Caledonian UniversityGlasgowUK
- Public Health Scotland, UKGlasgowUK
| | - A. Yeung
- School of Health and Life SciencesGlasgow Caledonian UniversityGlasgowUK
- Public Health Scotland, UKGlasgowUK
| | - L. Sills
- NHS Greater Glasgow & ClydeGlasgowUK
| | | | | | | | - A. McAuley
- School of Health and Life SciencesGlasgow Caledonian UniversityGlasgowUK
- Public Health Scotland, UKGlasgowUK
| | - S. Hutchinson
- School of Health and Life SciencesGlasgow Caledonian UniversityGlasgowUK
- Public Health Scotland, UKGlasgowUK
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Chen Y, Bao Y, Yan M, Jin H, Yao K, Zhang C, Li W, Wu B. Achieving Hepatitis C Micro-Elimination in Chinese Injecting Drug Users: A Dynamic Network Modeling Study. Infect Dis Ther 2025; 14:181-197. [PMID: 39663286 PMCID: PMC11782747 DOI: 10.1007/s40121-024-01084-0] [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: 09/11/2024] [Accepted: 11/08/2024] [Indexed: 12/13/2024] Open
Abstract
INTRODUCTION The World Health Organization (WHO) has established objectives for eradicating the hepatitis C virus (HCV). People who inject drugs (PWID), a major driver of HCV transmission, are an essential part of China's hepatitis C elimination program. This study aimed to estimate the requisite screening and antiviral treatment levels to achieve these goals among people who inject drugs in China and identify the most cost-effective strategy. METHODS This study utilized models based on dynamic social networks to simulate HCV transmission and disease progression among people who inject drugs in China, incorporating a cost-effectiveness analysis from a healthcare perspective. RESULTS To achieve the WHO targets, a minimum screening and treatment rate of 10% is required to meet the mortality goal, while a 25% rate is necessary for the incidence goal. The most cost-effective strategy includes a 25% screening rate and a 95% treatment rate. Compared to no intervention, this approach significantly reduces costs by - $85,873.38 (95% CI - $94,311.16 to - $77,435.59) and adds 24.66 (95% CI 23.68 to - 25.64) quality-adjusted life years. The intervention is dominant, with a cost-effectiveness ratio of - $3482.29 (95% CI - $3982.73 to - $3020.11) per quality-adjusted life year. CONCLUSION Achieving the WHO's hepatitis C virus elimination targets among people who inject drugs in China is feasible and cost-saving.
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Affiliation(s)
- Ying Chen
- Department of Pharmacy, Shanghai Chest Hospital, Shanghai Jiao Tong University School of Medicine, 241 Huaihai West Road, Shanghai, 200030, China
| | - Yun Bao
- West China School of Pharmacy, Sichuan University, Chengdu, 610000, Sichuan, China
| | - Mengxia Yan
- Department of Pharmacy, Shanghai Chest Hospital, Shanghai Jiao Tong University School of Medicine, 241 Huaihai West Road, Shanghai, 200030, China
| | - Huajie Jin
- King's Health Economics (KHE), Health Service and Population Research Department, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
| | - Kaijie Yao
- Department of Pharmacy, Shanghai Chest Hospital, Shanghai Jiao Tong University School of Medicine, 241 Huaihai West Road, Shanghai, 200030, China
| | - Chi Zhang
- Department of Pharmacy, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200127, China
| | - Wen Li
- Department of Pharmacy, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200127, China
| | - Bin Wu
- Department of Pharmacy, Shanghai Chest Hospital, Shanghai Jiao Tong University School of Medicine, 241 Huaihai West Road, Shanghai, 200030, China.
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Jakobsson J, Karlsson A, Håkansson A, Hofvander B. Mortality among individuals with substance use disorder-does violent criminal behavior have an impact? Front Psychiatry 2024; 15:1455343. [PMID: 39713773 PMCID: PMC11659145 DOI: 10.3389/fpsyt.2024.1455343] [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: 06/26/2024] [Accepted: 11/14/2024] [Indexed: 12/24/2024] Open
Abstract
Introduction Understanding violent criminality and its impact on health and eventually the risk of premature mortality is important for efficient future interventions. This study aimed to explore the effect violent criminality had on premature mortality (i.e., death before the age of 65) among individuals with substance use disorders (SUDs). Methods The cohort was created by identifying all Swedish patients diagnosed with SUD between the first of January 2013 and 31st of December 2014. The individuals were split into three age categories. Results There were significant differences in standard mortality rates (SMR) in the cohort compared to the general Swedish population across the three age categories. We found differences between the SMRs for individuals convicted of violent and nonviolent crimes in the two younger age categories [age 15-29: violent crime (42.4) vs. non-violent crime (36.6), age 30-44: violent crime (28.0) vs. non-violent crime (23.0)]. A Cox regression analysis showed that each conviction of a violent crime increased the hazard ratio (HR) of premature mortality significantly [age 15-29; HR = 1.10 (95% CI: 1.04-1.17), age 30-44; HR =1.06 (95% CI: 1.03-1.09)]. After correcting for non-violent crimes, the increased risk only remained for the youngest group [HR = 1.06 (95% CI: 1.00-1.13)]. Discussion This study suggests that criminal behavior constitutes a proxy for the risk behaviors that increase the risk of premature mortality among young individuals with SUD even after controlling for confounders. Longitudinal studies, examining time-dependent risks and protective influences, are needed to explain the different pathways and processes leading to the amplified premature mortality in the groups.
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Affiliation(s)
- Joakim Jakobsson
- Lund Clinical Research on Externalizing and Developmental Psychopathology, Department of Clinical Sciences Lund, Lund University, Lund, Sweden
- Centre of Ethics, Law and Mental Health, Department of Psychiatry and Neurochemistry, University of Gothenburg, Gothenburg, Sweden
- Department of Forensic Psychiatry, Skåne University Hospital, Trelleborg, Sweden
| | - Anna Karlsson
- Department of Clinical Sciences Lund, Psychiatry, Faculty of Medicine, Lund University, Lund, Sweden
| | - Anders Håkansson
- Department of Clinical Sciences Lund, Psychiatry, Faculty of Medicine, Lund University, Lund, Sweden
| | - Björn Hofvander
- Lund Clinical Research on Externalizing and Developmental Psychopathology, Department of Clinical Sciences Lund, Lund University, Lund, Sweden
- Centre of Ethics, Law and Mental Health, Department of Psychiatry and Neurochemistry, University of Gothenburg, Gothenburg, Sweden
- Department of Forensic Psychiatry, Skåne University Hospital, Trelleborg, Sweden
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Eide D, Gjersing L, Danielsen AW, Skulberg AK, Dale O, Braarud AC, Heyerdahl F, Tylleskar I. Heightened mortality risk after a non-fatal opioid overdose: Risk factors for mortality in the week following emergency treatment. Addiction 2024; 119:2131-2138. [PMID: 39183709 DOI: 10.1111/add.16632] [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: 02/15/2024] [Accepted: 07/08/2024] [Indexed: 08/27/2024]
Abstract
AIMS To measure all-cause mortality risk after an ambulance-attended non-fatal opioid overdose and associations with number of days following attendance, and individual and clinical characteristics. DESIGN A prospective observational study. SETTING Oslo, Norway. PARTICIPANTS Patients treated with naloxone for opioid overdose by Oslo Emergency Services between 1 June 2014 and 31 December 2018. MEASUREMENTS Medical records were linked to the national Cause of Death Registry (1 June 2014-31 December 2019). Crude mortality rates (CMR) and incidence risk ratios (IRR) with 95% confidence intervals (CI) were estimated for the time periods (0-7 days, 8-31 days, 32-91 days, 92-183 days, >183 days) using multivariate Poisson regression analysis. IRR were estimated for sex, age, Glasgow Coma Scale (GCS), respiration rate, place of attendance and non-transportation following treatment. Robust variance estimates applied due to multiple risk periods. Standardized Mortality Rates (SMR) were estimated. FINDINGS Overall, 890 patients treated for 1764 overdoses contributed to a total time at risk of 3142 person-years (PY). Median number of attendances was 1 (range 1-27). The majority were male (75.5%) and the mean age was 37.7 years. In total, 112 (12.6%) died; 5.2% within 183 days and 2.2% between 184 and 365 days. Acute poisoning was the most common single cause of death (52.7%). The CMR was 3.6 (95% CI = 3.0-4.2) per 100-PY. The women had a SMR of 32 (95% CI = 15.8-57.9) and the men 24.9 (95% CI = 17.7-34.2). The CMR (22.2, 95% CI = 10.6-46.8) was particularly high in the first 7 days, and significantly higher than in the following periods. However, this finding was only valid for those with severe overdose symptoms (GCS score = 3/15 and/or respiratory rate ≤6/min). Except for increasing age, no other indicators were associated with the mortality risk. CONCLUSION Patients treated by Oslo Emergency Services between June 2014 and December 2018 for a non-fatal opioid overdose with severe overdose symptoms at attendance had an overall high mortality risk compared with the general population, but particularly during the first 7 days after attendance.
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Affiliation(s)
- Desiree Eide
- Norwegian Centre for Addiction Research, University of Oslo, Oslo, Norway
| | - Linn Gjersing
- Department of Alcohol, Tobacco and Drugs, Norwegian Institute of Public Health, Oslo, Norway
- Division for Master and Postgraduate Programmes, Lovisenberg Diaconal University College, Oslo, Norway
| | | | - Arne Kristian Skulberg
- Division of Prehospital Services, Oslo University Hospital, Oslo, Norway
- Department of Circulation and Medical Imaging, Norwegian University of Science and Technology, Trondheim, Norway
| | - Ola Dale
- Department of Circulation and Medical Imaging, Norwegian University of Science and Technology, Trondheim, Norway
| | | | - Fridtjof Heyerdahl
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Division of Prehospital Services, Oslo University Hospital, Oslo, Norway
| | - Ida Tylleskar
- Department of Circulation and Medical Imaging, Norwegian University of Science and Technology, Trondheim, Norway
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Sun J, Hsu HY, Rabinowitz JA, Sosnowski DW, Piggott DA, Mehta SH, Maher BS, Spira AP, Kirk GD. Association of inadequate sleep with mortality among persons who inject drugs. Sleep Health 2024; 10:651-657. [PMID: 39278806 PMCID: PMC11624996 DOI: 10.1016/j.sleh.2024.07.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2024] [Revised: 06/19/2024] [Accepted: 07/15/2024] [Indexed: 09/18/2024]
Abstract
BACKGROUND Inadequate sleep is associated with all-cause mortality in the general population. Substance use has adverse effects on sleep, and insomnia symptoms are common among people with HIV. Therefore, persons who inject drugs may face a heightened risk of adverse outcomes from inadequate sleep. We evaluated the association of inadequate sleep with mortality among persons who inject drugs in a long-standing community cohort. METHODS Participants were from the AIDS Linked to the IntraVenous Experience (ALIVE) study, a cohort of persons who inject drugs in Baltimore, Maryland, USA. From 2005-2020, perceived sleep adequacy and duration were assessed semiannually using survey. Mortality data were obtained through linkage to the National Death Index-Plus. Cause of death was independently characterized and validated by three physicians. Hazards of all-cause and cause-specific mortality were evaluated using Cox regression accounting for repeated measurements. RESULTS A total of 2633 participants were included, with a median age at entry of 45.8years; 32.5% were female, and 75% were Black. After adjustment for demographics, mental health, and comorbidities, inadequate sleep was associated with a 32% greater hazard of all-cause mortality (hazard ratio: 1.32, 95% confidence interval: 1.12-1.55) and a 67% greater hazard of HIV/infectious disease-related deaths (hazard ratio: 1.67, 95% confidence interval: 1.15-2.42). Short (<6 hours) and long (≥8 hours) duration of sleep were both associated with higher hazard of all-cause and chronic disease-related mortality (all p < .05). CONCLUSIONS Sleep plays a critical role in longevity in persons who inject drugs. Research is needed to determine whether interventions targeting sleep improve health and longevity in persons who inject drugs.
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Affiliation(s)
- Jing Sun
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA.
| | - Hsing-Yu Hsu
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Jill A Rabinowitz
- Department of Psychiatry, Robert Wood Johnson Medical School, Rutgers University, Piscataway, New Jersey, USA
| | - David W Sosnowski
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Damani A Piggott
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA; Department of Medicine, Johns Hopkins School of Medicine, Baltimore, Maryland, USA
| | - Shruti H Mehta
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Brion S Maher
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Adam P Spira
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA; Department of Psychiatry and Behavioral Sciences, Johns Hopkins School of Medicine, Baltimore, Maryland, USA; Johns Hopkins Center on Aging and Health, The Johns Hopkins Medical Institutions, Baltimore, Maryland, USA
| | - Gregory D Kirk
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA; Department of Medicine, Johns Hopkins School of Medicine, Baltimore, Maryland, USA
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Ekemezie DFN, Anyiam KE, Kayid M, Balogun OS, Obulezi OJ. DUS Topp-Leone-G Family of Distributions: Baseline Extension, Properties, Estimation, Simulation and Useful Applications. ENTROPY (BASEL, SWITZERLAND) 2024; 26:973. [PMID: 39593917 PMCID: PMC11593243 DOI: 10.3390/e26110973] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/26/2024] [Revised: 11/11/2024] [Accepted: 11/12/2024] [Indexed: 11/28/2024]
Abstract
This study introduces the DUS Topp-Leone family of distributions, a novel extension of the Topp-Leone distribution enhanced by the DUS transformer. We derive the cumulative distribution function (CDF) and probability density function (PDF), demonstrating the distribution's flexibility in modeling various lifetime phenomena. The DUS-TL exponential distribution was studied as a sub-model, with analytical and graphical evidence revealing that it exhibits a unique unimodal shape, along with fat-tail characteristics, making it suitable for time-to-event data analysis. We evaluate parameter estimation methods, revealing that non-Bayesian approaches, particularly Maximum Likelihood and Least Squares, outperform Bayesian techniques in terms of bias and root mean square error. Additionally, the distribution effectively models datasets with varying skewness and kurtosis values, as illustrated by its application to total factor productivity data across African countries and the mortality rate of people who injected drugs. Overall, the DUS Topp-Leone family represents a significant advancement in statistical modeling, offering robust tools for researchers in diverse fields.
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Affiliation(s)
- Divine-Favour N. Ekemezie
- Department of Statistics, Faculty of Physical Sciences, Nnamdi Azikiwe University, P.O. Box 5025, Awka 420007, Nigeria;
| | - Kizito E. Anyiam
- Department of Statistics, College of Physical Sciences, Federal University of Technology, Owerri 460114, Nigeria;
| | - Mohammed Kayid
- Department of Statistics and Operations Research, College of Science, King Saud University, P.O. Box 2455, Riyadh 11451, Saudi Arabia;
| | | | - Okechukwu J. Obulezi
- Department of Statistics, Faculty of Physical Sciences, Nnamdi Azikiwe University, P.O. Box 5025, Awka 420007, Nigeria;
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Sisson ML, Azuero A, Hawes E, Chichester KR, Carpenter MJ, Businelle MS, Shelton RC, Cropsey KL. Characterizing Individuals Who Elect and Decline Opioid Overdose Education and Naloxone Distribution to Tailor Programs and Expand Impact. J Addict Med 2024:01271255-990000000-00400. [PMID: 39514898 DOI: 10.1097/adm.0000000000001407] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2024]
Abstract
BACKGROUND In response to the opioid epidemic, federal agencies have stressed the importance of targeted naloxone distribution through avenues such as Opioid Overdose Education and Naloxone Distribution (OEND). OEND effectively reduces mortality by training laypersons to respond to overdose situations. Despite demonstrated effectiveness, OEND remains underutilized. This project aimed to characterize those who illicitly use opioids to determine avenues for future tailoring of OEND programs. METHODS Individuals who illicitly used opioids within the past 6 months were recruited via online social media. Participants completed an online questionnaire that assessed history of opioid use and were given the option to receive opioid overdose and naloxone administration training. Those who elected training (n = 111) and those who declined (n = 193) were compared on opioid use, severity of use, and overdose experiences. RESULTS Participants (N = 304) were 47% male and 83% White. Tests of between group differences with measures of effect size were used for analyses. Those who elected training endorsed greater intravenous administration (χ2 = 4.18, P = 0.041, Cramer's V = 0.12). Individuals who declined training reported more frequent nonprescribed methadone use (χ2 = 7.51, P = 0.006, Cramer's V = 0.16), overdose hospitalizations (t(298) = 2.13, P = 0.034, Cohen's d = 0.26), and observed overdoses (t(300) = 3.01, P = 0.003, Cohen's d = 0.36). After adjusting for multiple comparisons, only the differences in nonprescribed methadone use and observed overdoses remained statistically significant. CONCLUSIONS Individuals who declined training were more likely to report ever use of nonprescribed methadone and having witnessed others overdose. They may have had greater exposure to naloxone, hence decreasing perceived need for training. Understanding characteristics of those who elect and refuse training could inform structuring of programs and recruitment approaches.
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Affiliation(s)
- Michelle L Sisson
- From the Department of Psychiatry and Behavioral Neurobiology, School of Medicine, University of Alabama at Birmingham, Birmingham, AL (MLS, EH, KRC, RCS, KLC); Department of Nursing, Family, Community & Health Systems, University of Alabama at Birmingham, Birmingham, AL (AA); Hollings Cancer Center & Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, SC (MJC); and TSET Health Promotion Research Center, Stephenson Cancer Center, University of Oklahoma Health Sciences Center, Oklahoma City, OK (MSB)
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11
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Gjersing L, Amundsen EJ. Health care service utilization and drug overdose death: A national nested case-control registry study. Am J Addict 2024; 33:621-630. [PMID: 39187452 DOI: 10.1111/ajad.13630] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2024] [Revised: 05/28/2024] [Accepted: 06/24/2024] [Indexed: 08/28/2024] Open
Abstract
BACKGROUND AND OBJECTIVES More knowledge is needed to identify and reach those at overdose risk with preventive measures. We examined past 12-month health service utilization, identified the most frequently utilized service, explored this utilization in more detail, and examined correlates of overdose death. METHODS A population-based nested case-control registry study including all drug overdose deaths (1 January 2010 to 31 December 2018) in Norway through the Cause of Death Registry (n = 2388). The year-, age- and gender-matched controls included through a population registry (n = 21,465). Data cross-linked with population and patient registries. Multivariable conditional logistic regression analyses estimated the likelihood of overdose death. RESULTS The cases (vs. controls) attended a higher median number of services (3 vs. 1). The General Practitioner (GP) was the most utilized service. The majority (55.7%) of cases had 11-50 encounters, while the majority (60.7%) of the controls had 1-5 encounters. No high school diploma, no employment, urban living, social welfare benefits/disability pension, single-person household, recent incarceration, multiple health service utilization and frequent GP encounters, as well psychological and certain physical diagnoses were correlates of overdose death among the GP attenders. DISCUSSION AND CONCLUSIONS The cases had utilized more services than the controls and the GP was the most frequently utilized service. In addition to low socioeconomic status, psychological and certain physical diagnoses were correlates of overdose death. SCIENTIFIC SIGNIFICANCE This is the first national case-control registry study to document the high utilization of multiple primary and secondary health care services before drug overdose death, as well as reasons for attendance and correlates of overdose death.
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Affiliation(s)
- Linn Gjersing
- Department of Alcohol, Tobacco and Drugs, Norwegian Institute of Public Health, Oslo, Norway
- Department of Master and Further Education, Lovisenberg Diaconal University College, Oslo, Norway
| | - Ellen J Amundsen
- Department of Alcohol, Tobacco and Drugs, Norwegian Institute of Public Health, Oslo, Norway
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12
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Weger R, Weinstock N, Jawa R, Wilson JD. "We're Not Gonna Aid You in Shooting Up": Stigma's Relationship to Harm Reduction in People Who Inject Drugs. J Gen Intern Med 2024:10.1007/s11606-024-09129-3. [PMID: 39448507 DOI: 10.1007/s11606-024-09129-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/21/2024] [Accepted: 10/08/2024] [Indexed: 10/26/2024]
Abstract
BACKGROUND Harm reduction, when applied to drug use, prioritizes improving patient-centered health outcomes and reducing drug-related harm. In order for harm reduction strategies to be adopted by people who inject drugs (PWID), they need to be promoted, accessible, and accepted in that population and the community-at-large. While PWID face stigma at multiple levels, less is known about how stigma influences uptake and acceptance of harm reduction services and strategies among PWID. OBJECTIVE We aim to characterize the stigmatizing experiences PWID have had related to harm reduction and the role of stigma in influencing their acceptance and adoption of harm reduction services and strategies. DESIGN A qualitative study using in-person, semi-structured interviews. PARTICIPANTS We recruited hospitalized participants, age 18 and over, with a history of injection drug use. APPROACH We developed an interview guide asking about various aspects of stigma and participants' experiences with naloxone, syringe service programs, fentanyl test strips, HIV and hepatitis C testing, and any other harm reduction strategies. Key themes were generated using a thematic analysis. We reached thematic saturation at 16 participants. KEY RESULTS PWID reported multi-level stigma related to harm reduction from themselves, the public, the healthcare system, and the legal and carceral systems. Themes were grouped into four main categories: internalized, interpersonal, intervention, and structural stigma. Stigma across all of these domains negatively impacted the ability of PWID to access harm reduction resources. Positive, non-stigmatizing experiences from others, such as syringe service programs and peer navigators, countered historically negative experiences and promoted greater education and comfort about using harm reduction resources among PWID. CONCLUSIONS To expand the reach of harm reduction services, it is critical to develop interventions that can reduce the stigma against PWID and harm reduction.
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Affiliation(s)
- Rachel Weger
- University of Pittsburgh School of Medicine, Pittsburgh, PA, USA.
| | - Nathan Weinstock
- Center for Research in Healthcare, Division of General Internal Medicine, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Raagini Jawa
- University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
- Center for Research in Healthcare, Division of General Internal Medicine, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - J Deanna Wilson
- Department of Family Medicine and Community Health, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
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Killion JA, Jegede OS, Werb D, Davidson PJ, Smith LR, Gaines T, Graff Zivin J, Zúñiga ML, Pines HA, Garfein RS, Strathdee SA, Rivera Saldana C, Martin NK. Modeling the impact of a supervised consumption site on HIV and HCV transmission among people who inject drugs in three counties in California, USA. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2024; 132:104557. [PMID: 39213827 PMCID: PMC11998642 DOI: 10.1016/j.drugpo.2024.104557] [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: 01/15/2024] [Revised: 08/01/2024] [Accepted: 08/06/2024] [Indexed: 09/04/2024]
Abstract
BACKGROUND Supervised consumption sites (SCS) have been shown to reduce receptive syringe sharing among people who inject drugs (PWID) in the United States and elsewhere, which can prevent HIV and hepatitis C virus (HCV) transmission. PWID are at risk of disease transmission and may benefit from SCS, however legislation has yet to support their implementation. This study aims to determine the potential impact of SCS implementation on HIV and HCV incidence among PWID in three California counties. METHODS A dynamic HIV and HCV joint transmission model among PWID (sexual and injecting transmission of HIV, injecting transmission of HCV) was calibrated to epidemiological data for three counties: San Francisco, Los Angeles, and San Diego. The model incorporated HIV and HCV disease stages and HIV and HCV treatment. Based on United States data, we assumed access to SCS reduced receptive syringe sharing by a relative risk of 0.17 (95 % CI: 0.04-1.03). This model examined scaling-up SCS coverage from 0 % to 20 % of the PWID population within the respective counties and assessed its impact on HIV and HCV incidence rates after 10 years. RESULTS By increasing SCS from 0 % to 20 % coverage among PWID, 21.8 % (95 % CI: -1.2-32.9 %) of new HIV infections and 28.3 % (95 % CI: -2.0-34.5 %) of new HCV infections among PWID in San Francisco County, 17.7 % (95 % CI: -1.0-30.8 %) of new HIV infections and 29.8 % (95 % CI: -2.1-36.1 %) of new HCV infections in Los Angeles County, and 32.1 % (95 % CI: -2.8-41.5 %) of new HIV infections and 24.3 % (95 % CI: -1.6-29.0 %) of new HCV infections in San Diego County could be prevented over ten years. CONCLUSION Our models suggest that SCS is an important intervention to enable HCV elimination and could help end the HIV epidemic among PWID in California. It could also have additional benefits such facilitating pathways into drug treatment programs and preventing fatal overdose.
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Affiliation(s)
- J A Killion
- University of California San Diego, CA, USA; San Diego State University, CA, USA.
| | - O S Jegede
- University of California San Diego, CA, USA; San Diego State University, CA, USA
| | - D Werb
- University of California San Diego, CA, USA; Centre on Drug Policy Evaluation, St. Michael's Hospital, Toronto, Canada
| | | | - L R Smith
- University of California San Diego, CA, USA
| | - T Gaines
- University of California San Diego, CA, USA
| | | | | | - H A Pines
- University of California San Diego, CA, USA; San Diego State University, CA, USA
| | | | | | | | - N K Martin
- University of California San Diego, CA, USA; University of Bristol, Bristol, UK
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14
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Havelka EM, Sanfilippo JE, Juneau PL, Sherman G, Cooper D, Leggio L. The effect of alcohol, tobacco, and other drug use on vaccine acceptance, uptake, and adherence: a systematic review. Alcohol Alcohol 2024; 59:agae057. [PMID: 39371015 PMCID: PMC11456869 DOI: 10.1093/alcalc/agae057] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2024] [Revised: 08/01/2024] [Accepted: 08/05/2024] [Indexed: 10/08/2024] Open
Abstract
BACKGROUND Vaccine hesitancy is increasingly recognized as a health challenge affecting populations worldwide. Given the biological vulnerabilities and structural barriers people who use substances and/or have behavioral addictions face, this systematic review aims to evaluate whether this subpopulation is less prone to adhere to vaccination recommendations. METHODS Electronic searches of published original research were conducted in PubMed, EMBASE, Scopus, and PsycINFO from database inception to December 2022. Our strategy encompassed retrievals regardless of languages and date of publication. Animal studies, abstracts without a full manuscript, and studies which were considered to have lower robustness of scientific evidence were excluded. Outcomes measured were vaccine acceptance, uptake, and adherence. Results were interpreted through a narrative synthesis. RESULTS The search yielded 103 retrievals encompassing data collected on 5 576 374 persons who were predominantly residents of Europe (n = 39) and North America (n = 27). Tobacco use, the substance for which many studies were found (n = 91), was significantly associated with poorer vaccine acceptance, uptake and adherence for influenza, COVID-19, human papillomavirus (HPV), and maternal and childhood vaccines. Peri-natal and parental substance use was identified as a risk factor for suboptimal vaccine-related outcomes concerning maternal COVID-19 and childhood vaccines. Finally, people identified as 'using', 'abusing', or 'misusing' drugs or substances may be at decreased odds of all outcomes in various vaccines. CONCLUSIONS Collectively, the studies identified several groups with statistically significant greater vaccine hesitancy and decreased engagement among whom targeted measures could be beneficial. Timely evidence, especially on behavioral addictions and substances besides tobacco, is lacking, and warrants urgent attention.
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Affiliation(s)
- Eva M Havelka
- Clinical Psychoneuroendocrinology and Neuropsychopharmacology Section, Translational Addiction Medicine Branch, National Institute on Drug Abuse Intramural Research Program and National Institute on Alcohol Abuse and Alcoholism Division of Intramural Clinical and Biological Research, National Institutes of Health, 251 Bayview Blvd, Suite 200, Baltimore, MD 21224, United States
- Centre for Addictive Disorders, Department of Adult Psychiatry, Psychiatric University Hospital Zurich, University of Zurich, Zurich, 8001, Switzerland
| | - Jenna E Sanfilippo
- Clinical Psychoneuroendocrinology and Neuropsychopharmacology Section, Translational Addiction Medicine Branch, National Institute on Drug Abuse Intramural Research Program and National Institute on Alcohol Abuse and Alcoholism Division of Intramural Clinical and Biological Research, National Institutes of Health, 251 Bayview Blvd, Suite 200, Baltimore, MD 21224, United States
- Northwestern University Feinberg School of Medicine Department of Psychiatry & Behavioral Sciences, Chicago, IL 60611, United States
| | - Paul L Juneau
- National Institutes of Health Library, Office of Research Services, National Institutes of Health, Bethesda, MD 20894, United States
| | - Garrick Sherman
- Office of the Clinical Director, National Institute on Drug Abuse Intramural Research Program, Baltimore, MD 21224, United States
| | - Diane Cooper
- Office of Research Services, Division of Library Services, National Institutes of Health; Building 10 Bethesda, MD 20892, United States
| | - Lorenzo Leggio
- Clinical Psychoneuroendocrinology and Neuropsychopharmacology Section, Translational Addiction Medicine Branch, National Institute on Drug Abuse Intramural Research Program and National Institute on Alcohol Abuse and Alcoholism Division of Intramural Clinical and Biological Research, National Institutes of Health, 251 Bayview Blvd, Suite 200, Baltimore, MD 21224, United States
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15
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Lim J, Panagiotoglou D. The effect of Montreal's supervised consumption sites on injection-related infections among people who inject drugs: An interrupted time series. PLoS One 2024; 19:e0308482. [PMID: 39190638 PMCID: PMC11349102 DOI: 10.1371/journal.pone.0308482] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2024] [Accepted: 07/23/2024] [Indexed: 08/29/2024] Open
Abstract
BACKGROUND Between June and November 2017, four supervised consumption sites (SCS) began operating in Montreal, Quebec. Earlier studies on SCS focused on examining their effects on blood-borne viral infections and overdose mortality. Our objective was to examine the effect of Montreal's SCS on the incidence, health service use and outcomes of injection-related infections (IRI) in people who inject drugs. METHODS We used Quebec's provincial administrative health data to identify people who inject drugs in Montreal and calculated the incidence of IRI in this population between December 2014 and December 2019. We conducted a retrospective, population-based interrupted time series to estimate the effect of Montreal's four SCS on the monthly incidence rates of IRI-related hospitalizations, emergency department (ED) visits, physician visits, and mortality. We also examined the effects of SCS on average length of IRI-related hospitalizations and incidence of hospitalizations involving surgery. RESULTS The average age of Montreal's people who inject drugs was 41.84 years, and 66.41% were male. After the implementation of SCS, there was a positive level change in the incidence of hospitalizations (0.97; 95% confidence interval [CI]: 0.26, 1.68) for IRI. There was also a significant post-intervention decline in hospitalization trends (-0.05; 95% CI: -0.08, -0.02), with modest trend changes in ED visits (-0.02; 95% CI: -0.05, 0.02). However, post-intervention changes in level (0.72; 95% CI: -3.85, 5.29) and trend (0.06; 95% CI: -0.23, 0.34) for physician visits remained limited. SCS had no effect on the average length of hospitalizations, but there was a decreasing post-intervention trend in hospitalizations involving surgery (-0.03; 95% CI: -0.06, 0.00). CONCLUSION Following the opening of the SCS, there was a moderate decline in the rate of hospitalizations to treat IRI, but the impact of the sites on the rate of physician visits remained limited. These findings suggest that SCS may mitigate the incidence of more serious and complicated IRI over time.
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Affiliation(s)
- Jihoon Lim
- Department of Epidemiology, Biostatistics, and Occupational Health, McGill University, Montreal, Quebec, Canada
| | - Dimitra Panagiotoglou
- Department of Epidemiology, Biostatistics, and Occupational Health, McGill University, Montreal, Quebec, Canada
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Tian F, Forouzannia F, Feng Z, Biondi MJ, Mendlowitz AB, Feld JJ, Sander B, Wong WW. Feasibility of hepatitis C elimination by screening and treatment alone in high-income countries. Hepatology 2024; 80:440-450. [PMID: 38478751 PMCID: PMC11251502 DOI: 10.1097/hep.0000000000000779] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/08/2023] [Accepted: 12/27/2023] [Indexed: 03/23/2024]
Abstract
BACKGROUND AND AIMS Despite the availability of highly effective direct-acting antiviral therapy, chronic hepatitis C (CHC) continues to cause a major public health burden. In many high-income countries, treatment rates have been declining, which was exacerbated by the impact of the COVID-19 pandemic, threatening the ability to meet the World Health Organization (WHO)'s targets for eliminating HCV as a public health threat by 2030. We sought to model the impact of CHC in Canada, a resource-rich country with ongoing immigration from HCV-endemic regions; which relies exclusively on risk-based screening for case identification. APPROACH AND RESULTS We developed an agent-based model to characterize the HCV epidemic in a high-income country with ongoing immigration. Combinations of prevention such as harm reduction, screening, and treatment strategies were considered. Model parameters were estimated from the literature and calibrated against historical HCV data. Sensitivity analyses were performed to assess uncertainty. Under the current status quo of risk-based screening, we predict the incidence of CHC-induced decompensated cirrhosis, HCC, and liver-related deaths would decrease by 79.4%, 76.1%, and 62.1%, respectively, between 2015 and 2030, but CHC incidence would only decrease by 11.1%. The results were sensitive to HCV transmission rate and an annual number of people initiating treatment. CONCLUSIONS Current risk-based screening, and subsequent treatment, will be inadequate to achieve WHO goals. With extensive scale-up in screening, and treatment, the mortality target may be achievable, but the target for preventing new CHC cases is unlikely reachable, highlighting the importance of developing enhanced harm-reduction strategies for HCV elimination.
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Affiliation(s)
- Feng Tian
- School of Pharmacy, University of Waterloo, Kitchener, Ontario, Canada
| | | | - Zeny Feng
- Department of Mathematics and Statistics, University of Guelph, Guelph, Ontario, Canada
| | - Mia J. Biondi
- Toronto Centre for Liver Disease, University Health Network, Toronto, Ontario, Canada
- School of Nursing, York University, Toronto, Ontario, Canada
| | - Andrew B. Mendlowitz
- Toronto Centre for Liver Disease, University Health Network, Toronto, Ontario, Canada
- Toronto Health Economics and Technology Assessment Collaborative (THETA), University Health Network, Toronto, Ontario, Canada
| | - Jordan J. Feld
- Toronto Centre for Liver Disease, University Health Network, Toronto, Ontario, Canada
| | - Beate Sander
- Toronto Health Economics and Technology Assessment Collaborative (THETA), University Health Network, Toronto, Ontario, Canada
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada
- ICES, Toronto, Ontario, Canada
- Public Health Ontario, Toronto, Ontario, Canada
| | - William W.L. Wong
- School of Pharmacy, University of Waterloo, Kitchener, Ontario, Canada
- Toronto Health Economics and Technology Assessment Collaborative (THETA), University Health Network, Toronto, Ontario, Canada
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada
- ICES, Toronto, Ontario, Canada
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17
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Gaber SN, Franck J, Widing H, Hällgren J, Mattsson E, Westman J. Excess mortality among people in homelessness with substance use disorders: a Swedish cohort study. J Epidemiol Community Health 2024; 78:473-478. [PMID: 38772698 PMCID: PMC11287526 DOI: 10.1136/jech-2023-220989] [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: 06/12/2023] [Accepted: 12/03/2023] [Indexed: 05/23/2024]
Abstract
BACKGROUND People in homelessness have an increased risk of substance use disorders (SUDs) and poor health outcomes. This cohort study aimed to investigate the association between homelessness and mortality in people with SUDs, adjusting for age, sex, narcotic use, intravenous drug use and inpatient care for SUDs. METHODS Data from the Swedish National Addiction Care Quality Register in the Stockholm region were used to analyse mortality risk in people with SUDs (n=8397), including 637 in homelessness, 1135 in precarious housing and 6625 in stable housing, at baseline. HRs and CIs were calculated using Cox regression. RESULTS Mortality was increased for people in homelessness (HR 2.30; 95% CI 1.70 to 3.12) and precarious housing (HR 1.23; 95% CI 0.86 to 1.75) compared with those in stable housing. The association between homelessness and mortality decreased (HR 1.27; 95% CI 0.91 to 1.78) after adjusting for narcotic use (HR 1.28; 95% CI 1.00 to 1.63), intravenous drug use (HR 1.98; 95% CI 1.52 to 2.58) and inpatient care for SUDs (HR 1.96; 95% CI 1.57 to 2.45). Standardised mortality ratios (SMRs) showed that mortality among people in homelessness with SUDs was 13.6 times higher than the general population (SMR=13.6; 95% CI 10.2 to 17.9), and 3.7 times higher in people in stable housing with SUDs (SMR=3.7; 95% CI 3.2 to 4.1). CONCLUSION Homelessness increased mortality, but the risk decreased after adjusting for narcotic use, intravenous drug use and inpatient care for SUDs. Interventions are needed to reduce excess mortality among people in homelessness with SUDs.
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Affiliation(s)
- Sophie Nadia Gaber
- Department of Healthcare Sciences, Marie Cederschiöld högskola-Campus Ersta, Stockholm, Sweden
- Department of Women's and Children's Health, Healthcare Sciences and e-Health, Uppsala University, Uppsala, Sweden
- Faculty of Brain Sciences, Division of Psychiatry, University College London, London, UK
| | - Johan Franck
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Härje Widing
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Jonas Hällgren
- Academic Primary Care Center, Region Stockholm, Stockholm, Sweden
| | - Elisabet Mattsson
- Department of Healthcare Sciences, Marie Cederschiöld högskola-Campus Ersta, Stockholm, Sweden
- Department of Women's and Children's Health, Healthcare Sciences and e-Health, Uppsala University, Uppsala, Sweden
| | - Jeanette Westman
- Department of Healthcare Sciences, Marie Cederschiöld högskola-Campus Ersta, Stockholm, Sweden
- Academic Primary Care Center, Region Stockholm, Stockholm, Sweden
- Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden
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18
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Pachuau LN, Tannous C, Chawngthu RL, Agho KE. Mortality among HIV-Positive and HIV-Negative People Who Inject Drugs in Mizoram, Northeast India: A Repeated Cross-Sectional Study (2007-2021). INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2024; 21:874. [PMID: 39063451 PMCID: PMC11276842 DOI: 10.3390/ijerph21070874] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/18/2024] [Revised: 06/13/2024] [Accepted: 06/28/2024] [Indexed: 07/28/2024]
Abstract
Background: HIV and drug overdose continue to be the leading causes of death among people who inject drugs (PWID). Mizoram, a small state in the northeast of India, has the highest prevalence of HIV in India and a high HIV prevalence among PWID. Objective: To estimate the mortality among HIV-positive and HIV-negative PWID and to describe its associated factors. Methods: Cross-sectional datasets from the 2007-2021 Mizoram State AIDS Control Society (MSACS) data comprising 14626 PWID were analyzed. Logistic regression analysis was conducted to examine the factors associated with mortality among HIV-negative and HIV-positive PWID after adjusting for potential confounding factors. Results: Mortality among HIV-negative PWID declined by 59% between 2007 and 2021. The mortality rate among HIV-positive PWID also declined by 41% between 2007 and 2021. The multiple logistic regression analysis revealed that being divorced/separated/widowed (AOR = 1.41, 95% CI 1.03-1.94) remained positively associated with mortality among HIV-positive PWID. Mortality among HIV-negative PWID remained positively associated with ages of 24-34 years (AOR = 1.54, 95% CI 1.29-1.84) and above 35 years (AOR = 2.08, 95% CI 1.52-2.86), being divorced/separated/widowed (AOR = 1.28, 95% CI 1.02-1.61), and the sharing of needles/syringes (AOR = 1.28, 95% CI 1.34-2.00). Mortality among HIV-negative PWID was negatively associated with being married (AOR = 0.72, 95% CI 0.57-0.90), being employed (AOR = 0.77, 95% CI 0.64-0.94), and having a monthly income. Conclusions: The mortality rate among HIV-negative and HIV-positive PWID declined significantly between 2007 and 2021 in Mizoram. To further reduce mortality among PWID, interventions should target those sharing needles/syringes, those above 24 years of age, and unmarried participants.
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Affiliation(s)
- Lucy Ngaihbanglovi Pachuau
- School of Health Sciences, Western Sydney University, Campbelltown, NSW 2560, Australia; (C.T.); (K.E.A.)
| | - Caterina Tannous
- School of Health Sciences, Western Sydney University, Campbelltown, NSW 2560, Australia; (C.T.); (K.E.A.)
| | | | - Kingsley Emwinyore Agho
- School of Health Sciences, Western Sydney University, Campbelltown, NSW 2560, Australia; (C.T.); (K.E.A.)
- Translational Health Research Institute (THRI), Western Sydney University, Campbelltown, NSW 2560, Australia
- African Vision Research Institute (AVRI), Westville Campus, University of KwaZulu-Natal, Durban 3629, South Africa
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Stoicescu C, Medley B, Wu E, El-Bassel N, Tanjung P, Gilbert L. Synergistic effects of exposure to multiple types of violence on non-fatal drug overdose among women who inject drugs in Indonesia. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2024; 129:104486. [PMID: 38885596 DOI: 10.1016/j.drugpo.2024.104486] [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: 03/11/2024] [Revised: 05/26/2024] [Accepted: 06/03/2024] [Indexed: 06/20/2024]
Abstract
BACKGROUND While research has demonstrated associations between experiencing violence from intimate and non-intimate partners and non-fatal drug overdose among women who inject drugs, existing studies focus predominantly on the Global North and are analytically limited. Guided by syndemics theory, this study examined whether different forms of gender-based violence exert independent and interactive effects on non-fatal drug overdose among women who inject drugs in Indonesia. METHODS We recruited 731 cisgender adult women who injected drugs in the preceding year via respondent-driven sampling. We used multivariate logistic regressions to examine associations between self-reported intimate partner violence (IPV), police sexual violence, and police extortion, and non-fatal drug overdose, with covariance adjustment for factors drawn from the risk environment. We tested for interaction effects among violence measures by calculating metrics for attributable proportion (AP), relative excess risk due to interaction (RERI), and synergy index (S). RESULTS Experiencing IPV (AOR 2.5; 95 % CI 1.2, 5.1; p = 0.012), police extortion (AOR 2.2; 95 % CI 1.5, 3.2; p ≤ 0.001), and police sexual violence (AOR 3.7; 95 % CI 1.5, 9.4; p = 0.005) each independently predicted non-fatal overdose, after adjusting for potential confounders. A significant positive interaction was detected between IPV and police sexual violence on drug overdose (AP=0.6, p = 0.001; S = 3.8, p = 0.015) such that the joint effect of these two forms of violence was associated with a nearly fourfold increase in non-fatal overdose risk compared to the main effects of each violence exposure. CONCLUSION This is the first study to show that concurrent IPV and police sexual violence exert an amplifying effect on non-fatal overdose beyond the additive effects of each exposure. Supporting the value of gender-responsive harm reduction services that integrate violence and overdose responses, results suggest that eliminating one form of violence when multiple forms of GBV are present could magnify the expected reduction in overdose.
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Affiliation(s)
- Claudia Stoicescu
- Public Health and Preventive Medicine, Monash University, Green Office 9 Building, Jl. BSD Green Office Park, BSD City, Banten 15345, Indonesia; Centre for Criminology, University of Oxford, St Cross Building, St Cross Road, Oxford OX1 3UL, United Kingdom.
| | - Bethany Medley
- School of Social Work, Columbia University, 116th and Broadway, New York, NY 10027, United States
| | - Elwin Wu
- School of Social Work, Columbia University, 116th and Broadway, New York, NY 10027, United States
| | - Nabila El-Bassel
- School of Social Work, Columbia University, 116th and Broadway, New York, NY 10027, United States
| | - Putri Tanjung
- Women and Harm Reduction International Network, online, Jakarta, Indonesia
| | - Louisa Gilbert
- School of Social Work, Columbia University, 116th and Broadway, New York, NY 10027, United States
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Lim J, Russell WA, El-Sheikh M, Buckeridge DL, Panagiotoglou D. Economic evaluation of the effect of needle and syringe programs on skin, soft tissue, and vascular infections in people who inject drugs: a microsimulation modelling approach. Harm Reduct J 2024; 21:126. [PMID: 38943164 PMCID: PMC11212409 DOI: 10.1186/s12954-024-01037-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2024] [Accepted: 06/14/2024] [Indexed: 07/01/2024] Open
Abstract
BACKGROUND Needle and syringe programs (NSP) are effective harm-reduction strategies against HIV and hepatitis C. Although skin, soft tissue, and vascular infections (SSTVI) are the most common morbidities in people who inject drugs (PWID), the extent to which NSP are clinically and cost-effective in relation to SSTVI in PWID remains unclear. The objective of this study was to model the clinical- and cost-effectiveness of NSP with respect to treatment of SSTVI in PWID. METHODS We performed a model-based, economic evaluation comparing a scenario with NSP to a scenario without NSP. We developed a microsimulation model to generate two cohorts of 100,000 individuals corresponding to each NSP scenario and estimated quality-adjusted life-years (QALY) and cost (in 2022 Canadian dollars) over a 5-year time horizon (1.5% per annum for costs and outcomes). To assess the clinical effectiveness of NSP, we conducted survival analysis that accounted for the recurrent use of health care services for treating SSTVI and SSTVI mortality in the presence of competing risks. RESULTS The incremental cost-effectiveness ratio associated with NSP was $70,278 per QALY, with incremental cost and QALY gains corresponding to $1207 and 0.017 QALY, respectively. Under the scenario with NSP, there were 788 fewer SSTVI deaths per 100,000 PWID, corresponding to 24% lower relative hazard of mortality from SSTVI (hazard ratio [HR] = 0.76; 95% confidence interval [CI] = 0.72-0.80). Health service utilization over the 5-year period remained lower under the scenario with NSP (outpatient: 66,511 vs. 86,879; emergency department: 9920 vs. 12,922; inpatient: 4282 vs. 5596). Relatedly, having NSP was associated with a modest reduction in the relative hazard of recurrent outpatient visits (HR = 0.96; 95% CI = 0.95-0.97) for purulent SSTVI as well as outpatient (HR = 0.88; 95% CI = 0.87-0.88) and emergency department visits (HR = 0.98; 95% CI = 0.97-0.99) for non-purulent SSTVI. CONCLUSIONS Both the individuals and the healthcare system benefit from NSP through lower risk of SSTVI mortality and prevention of recurrent outpatient and emergency department visits to treat SSTVI. The microsimulation framework provides insights into clinical and economic implications of NSP, which can serve as valuable evidence that can aid decision-making in expansion of NSP services.
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Affiliation(s)
- Jihoon Lim
- Department of Epidemiology, Biostatistics, and Occupational Health, McGill University, 2001 McGill College Avenue, Suite 1200, Montreal, QC, H3A 1G1, Canada
| | - W Alton Russell
- Department of Epidemiology, Biostatistics, and Occupational Health, McGill University, 2001 McGill College Avenue, Suite 1200, Montreal, QC, H3A 1G1, Canada
| | - Mariam El-Sheikh
- Department of Epidemiology, Biostatistics, and Occupational Health, McGill University, 2001 McGill College Avenue, Suite 1200, Montreal, QC, H3A 1G1, Canada
| | - David L Buckeridge
- Department of Epidemiology, Biostatistics, and Occupational Health, McGill University, 2001 McGill College Avenue, Suite 1200, Montreal, QC, H3A 1G1, Canada
| | - Dimitra Panagiotoglou
- Department of Epidemiology, Biostatistics, and Occupational Health, McGill University, 2001 McGill College Avenue, Suite 1200, Montreal, QC, H3A 1G1, Canada.
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Ratshisusu L, Simani OE, Blackard JT, Selabe SG. The Impact of Drugs and Substance Abuse on Viral Pathogenesis-A South African Perspective. Viruses 2024; 16:971. [PMID: 38932263 PMCID: PMC11209167 DOI: 10.3390/v16060971] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2024] [Revised: 06/11/2024] [Accepted: 06/12/2024] [Indexed: 06/28/2024] Open
Abstract
Illicit drug and alcohol abuse have significant negative consequences for individuals who inject drugs/use drugs (PWID/UDs), including decreased immune system function and increased viral pathogenesis. PWID/UDs are at high risk of contracting or transmitting viral illnesses such as human immunodeficiency virus (HIV), hepatitis B virus (HBV), and hepatitis C virus (HCV). In South Africa, a dangerous drug-taking method known as "Bluetoothing" has emerged among nyaope users, whereby the users of this drug, after injecting, withdraw blood from their veins and then reinject it into another user. Hence, the transmission of blood-borne viruses (BBVs) is exacerbated by this "Bluetooth" practice among nyaope users. Moreover, several substances of abuse promote HIV, HBV, and HCV replication. With a specific focus on the nyaope drug, viral replication, and transmission, we address the important influence of abused addictive substances and polysubstance use in this review.
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Affiliation(s)
- Lufuno Ratshisusu
- HIV and Hepatitis Research Unit, Department of Virology, Sefako Makgatho Health Sciences University, Pretoria 0208, South Africa; (O.E.S.); (J.T.B.); (S.G.S.)
| | - Omphile E. Simani
- HIV and Hepatitis Research Unit, Department of Virology, Sefako Makgatho Health Sciences University, Pretoria 0208, South Africa; (O.E.S.); (J.T.B.); (S.G.S.)
| | - Jason T. Blackard
- HIV and Hepatitis Research Unit, Department of Virology, Sefako Makgatho Health Sciences University, Pretoria 0208, South Africa; (O.E.S.); (J.T.B.); (S.G.S.)
- Division of Digestive Diseases, Department of Internal Medicine, University of Cincinnati College of Medicine, Cincinnati, OH 45267-0595, USA
| | - Selokela G. Selabe
- HIV and Hepatitis Research Unit, Department of Virology, Sefako Makgatho Health Sciences University, Pretoria 0208, South Africa; (O.E.S.); (J.T.B.); (S.G.S.)
- National Health Laboratory Service, Sefako Makgatho Health Sciences University, Pretoria 0208, South Africa
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Webb P, Ireland J, Colledge-Frisby S, Peacock A, Leung J, Vickerman P, Farrell M, Hickman M, Grebely J, Degenhardt L. Patterns of drug use among people who inject drugs: A global systematic review and meta-analysis. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2024; 128:104455. [PMID: 38796926 DOI: 10.1016/j.drugpo.2024.104455] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2023] [Revised: 03/28/2024] [Accepted: 05/08/2024] [Indexed: 05/29/2024]
Abstract
BACKGROUND A better understanding of global patterns of drug use among people who inject drugs can inform interventions to reduce harms related to different use profiles. This review aimed to comprehensively present the geographical variation in drug consumption patterns among this population. METHODS Systematic searches of peer reviewed (PsycINFO, Medline, Embase) and grey literature published from 2008-2022 were conducted. Data on recent (past year) and lifetime drug use among people who inject drugs were included. Data were extracted on use of heroin, amphetamines, cocaine, benzodiazepines, cannabis, alcohol, and tobacco; where possible, estimates were disaggregated by route of administration (injecting, non-injecting, smoking). National estimates were generated and, where possible, regional, and global estimates were derived through meta-analysis. RESULTS Of 40,427 studies screened, 394 were included from 81 countries. Globally, an estimated 78.1 % (95 %CI:70.2-84.2) and 71.8 % (65.7-77.2) of people who inject drugs had recently used (via any route) and injected heroin, while an estimated 52.8 % (47.0-59.0) and 19.8 % (13.8-26.5) had recently used and injected amphetamines, respectively. Over 90 % reported recent tobacco use (93.5 % [90.8-95.3]) and recent alcohol use was 59.1 % (52.6-65.6). In Australasia recent heroin use was lowest (49.4 % [46.8-52.1]) while recent amphetamine injecting (64.0 % [60.8-67.1]) and recent use of cannabis (72.3 % [69.9-74.6]) were higher than in all other regions. Recent heroin use (86.1 % [78.3-91.4]) and non-injecting amphetamine use (43.3 % [38.4-48.3]) were highest in East and Southeast Asia. Recent amphetamine use (75.8 % [72.7-78.8]) and injecting heroin use (84.8 % (81.4-87.8) were highest in North America while non-injecting heroin use was highest in Western Europe (45.0 % [41.3-48.7]). CONCLUSION There is considerable variation in types of drugs and routes of administration used among people who inject drugs. This variation needs to be considered in national and global treatment and harm reduction interventions to target the specific behaviours and harms associated with these regional profiles of use.
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Affiliation(s)
- Paige Webb
- National Drug and Alcohol Research Centre, UNSW Sydney, Sydney, Australia.
| | - Jeremy Ireland
- National Drug and Alcohol Research Centre, UNSW Sydney, Sydney, Australia
| | - Samantha Colledge-Frisby
- National Drug and Alcohol Research Centre, UNSW Sydney, Sydney, Australia; National Drug Research Institute (NDRI) Melbourne, Curtin University, Melbourne, Australia
| | - Amy Peacock
- National Drug and Alcohol Research Centre, UNSW Sydney, Sydney, Australia; School of Psychological Sciences, University of Tasmania, Hobart, Australia
| | - Janni Leung
- National Centre for Youth Substance Use Research, University of Queensland, Brisbane, Australia
| | - Peter Vickerman
- Population Health Science, Bristol Medical School, University of Bristol, Bristol, England
| | - Michael Farrell
- National Drug and Alcohol Research Centre, UNSW Sydney, Sydney, Australia
| | - Matthew Hickman
- Population Health Science, Bristol Medical School, University of Bristol, Bristol, England
| | | | - Louisa Degenhardt
- National Drug and Alcohol Research Centre, UNSW Sydney, Sydney, Australia
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Gagnon KW, Bradford W, Bassler J, Nassel A, Kay ES, Jeziorski M, Prados M, McCleskey B, Kobie J, Eaton E. Community-Based Services for Hospitalized Patients With Serious Injection-Related Infections in Alabama: A Brief Report. Open Forum Infect Dis 2024; 11:ofae231. [PMID: 38813257 PMCID: PMC11134460 DOI: 10.1093/ofid/ofae231] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2024] [Accepted: 04/22/2024] [Indexed: 05/31/2024] Open
Abstract
Injection-related infections continue to rise, particularly in the South. People who inject drugs are increasingly utilizing hospital services for serious injection-related infections but may be discharged to areas without harm reduction services. We explored the availability and travel time to services for HIV and substance use in Alabama.
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Affiliation(s)
- Kelly W Gagnon
- Division of Infectious Diseases, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - William Bradford
- Division of Infectious Diseases, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - John Bassler
- Center for AIDS Research, Division of Infectious Diseases, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Ariann Nassel
- Lister Hill Center for Health Policy, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Emma Sophia Kay
- Department of Acute, Chronic and Continuing Care, School of Nursing, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Madison Jeziorski
- Division of Infectious Diseases, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Myles Prados
- Division of Infectious Diseases, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Brandi McCleskey
- Department of Pathology, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - James Kobie
- Division of Infectious Diseases, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Ellen Eaton
- Division of Infectious Diseases, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, Alabama, USA
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24
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Behrends CN, Leff JA, Lowry W, Li JM, Onuoha EN, Fardone E, Bayoumi AM, McCollister KE, Murphy SM, Schackman BR. Economic Evaluations of Establishing Opioid Overdose Prevention Centers in 12 North American Cities: A Systematic Review. VALUE IN HEALTH : THE JOURNAL OF THE INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES RESEARCH 2024; 27:655-669. [PMID: 38401795 PMCID: PMC11069439 DOI: 10.1016/j.jval.2024.02.004] [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: 08/10/2023] [Revised: 02/12/2024] [Accepted: 02/14/2024] [Indexed: 02/26/2024]
Abstract
OBJECTIVES Overdose prevention centers (OPCs) provide a safe place where people can consume preobtained drugs under supervision so that a life-saving medical response can be provided quickly in the event of an overdose. OPCs are programs that are established in Canada and have recently become legally sanctioned in only a few United States jurisdictions. METHODS We conducted a systematic review that summarizes and identifies gaps of economic evidence on establishing OPCs in North America to guide future expansion of OPCs. RESULTS We included 16 final studies that were evaluated with the Consolidated Health Economic Evaluation Reporting Standards and Drummond checklists. Eight studies reported cost-effectiveness results (eg, cost per overdose avoided or cost per quality-adjusted life-year), with 6 also including cost-benefit; 5 reported only cost-benefit results, and 3 cost offsets. Health outcomes primarily included overdose mortality outcomes or HIV/hepatitis C virus infections averted. Most studies used mathematical modeling and projected OPC outcomes using the experience of a single facility in Vancouver, BC. CONCLUSIONS OPCs were found to be cost-saving or to have favorable cost-effectiveness or cost-benefit ratios across all studies. Future studies should incorporate the experience of OPCs established in various settings and use a greater diversity of modeling designs.
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Affiliation(s)
- Czarina N Behrends
- Department of Population Health Sciences, Weill Cornell Medicine, New York, NY, USA.
| | - Jared A Leff
- Department of Population Health Sciences, Weill Cornell Medicine, New York, NY, USA
| | - Weston Lowry
- Department of Population Health Sciences, Weill Cornell Medicine, New York, NY, USA
| | - Jazmine M Li
- Department of Population Health Sciences, Weill Cornell Medicine, New York, NY, USA
| | - Erica N Onuoha
- Department of Population Health Sciences, Weill Cornell Medicine, New York, NY, USA
| | - Erminia Fardone
- Department of Public Health Sciences, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Ahmed M Bayoumi
- Department of Medicine and Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada; MAP Centre for Urban Health Solutions, Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, Ontario, Canada; Division of General Internal Medicine, St. Michael's Hospital, Toronto, Ontario, Canada
| | - Kathryn E McCollister
- Department of Public Health Sciences, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Sean M Murphy
- Department of Population Health Sciences, Weill Cornell Medicine, New York, NY, USA
| | - Bruce R Schackman
- Department of Population Health Sciences, Weill Cornell Medicine, New York, NY, USA
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25
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Salekešin M, Vorobjov S, Des Jarlais D, Uusküla A. Mortality among people who inject drugs - the interwoven roles of fentanyl and HIV: a community-based cohort study. Eur J Public Health 2024; 34:329-334. [PMID: 38041408 PMCID: PMC10990538 DOI: 10.1093/eurpub/ckad204] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/03/2023] Open
Abstract
BACKGROUND Excess all-cause mortality is a key indicator for assessing direct and indirect consequences of injection drug use and data are warranted to delineate sub-populations within people who inject drugs at higher risk of death. Our aim was to examine mortality and factors associated with mortality among people who inject drugs in Estonia. METHODS Retrospective cohort study using data from people who inject drugs recruited in the community with linkage to death records. Standardized mortality ratios were used to compare the cohort mortality to the general population and potential predictors of death were examined through survival analysis (Cox regression). The cohort include a total of 1399 people who inject drugs recruited for cross-sectional surveys using respondent driven sampling between 2013 and 2018 in Estonia. A cohort with follow-up through 2019 was formed with linkage to national causes of death registry. RESULTS Among 1399 participants with 4684 person-years of follow-up, 10% were deceased by 2019. The all-cause mortality rate in the cohort was 28.9 per 1000 person-years (95% confidence interval 25.3-35.3). Being HIV positive, injecting mainly opioids (fentanyl), living in the capital region and the main source of income other than work were associated with greater mortality risk. CONCLUSIONS While low-threshold services have been available for a long time for people who inject drugs, there is still a need to widen the availability and integration of services, particularly the integration of HIV and opioid treatment.
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Affiliation(s)
- Maris Salekešin
- Department of Risk Behavior Studies, National Institute for Health Development, Tallinn, Estonia
- Institute of Family Medicine and Public Health, University of Tartu, Tartu, Estonia
| | - Sigrid Vorobjov
- Department of Risk Behavior Studies, National Institute for Health Development, Tallinn, Estonia
| | - Don Des Jarlais
- School of Global Public Health, New York University, New York, USA
| | - Anneli Uusküla
- Institute of Family Medicine and Public Health, University of Tartu, Tartu, Estonia
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Roussos S, Angelopoulos T, Cholongitas E, Savvanis S, Papadopoulos N, Kapatais A, Chounta A, Ioannidou P, Deutsch M, Manolakopoulos S, Sevastianos V, Papageorgiou MV, Vlachogiannakos I, Mela M, Elefsiniotis I, Vrakas S, Karagiannakis D, Pliarchopoulou F, Chaikalis S, Tsirogianni E, Psichogiou M, Kalamitsis G, Leobilla F, Paraskevis D, Malliori M, Goulis I, Papatheodoridis G, Hatzakis A, Sypsa V. High levels of all-cause mortality among people who inject drugs from 2018 to 2022. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2024; 126:104356. [PMID: 38394950 DOI: 10.1016/j.drugpo.2024.104356] [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: 07/28/2023] [Revised: 02/06/2024] [Accepted: 02/10/2024] [Indexed: 02/25/2024]
Abstract
BACKGROUND Mortality among people who inject drugs (PWID) is high, with overdose and HIV infection being the main causes of death. In Greece, there have been no data on mortality, and two HIV outbreaks have been recorded in this population in the past decade. In this study, we aim to estimate the all-cause crude mortality rate and the standardised mortality ratio in this population during 2018-2022. METHODS PWID recruited from two community-based programs in Athens and Thessaloniki during 2018-2021 were interviewed and tested for HIV/HCV. Data on vital status (deceased/alive) and date of death were obtained from death registries through December 31, 2022. All-cause crude mortality rates (CMR) and standardised mortality ratios (SMR) were estimated. Determinants of mortality were assessed using Cox proportional-hazards model. RESULTS Of 2,530 participants, 301 died over 8,543 person-years (PYs) of follow-up. The CMR (95 % CI) was 3.52 (3.15-3.94) deaths per 100 PYs; 3.10 per 100 PYs (2.68-3.58) in Athens and 4.48 per 100 PYs (3.74-5.37) in Thessaloniki. An increasing trend in CMR was identified over 2018-2022 in Athens (from 2.90 to 4.11 per 100 PYs, 41.5 % increase, p = 0.018). The pooled SMR (95 % CI) was 15.86 (14.17-17.76) for both cities and was particularly increased in younger individuals, females, those injecting daily, not enrolled to opioid agonist treatment and HIV-infected individuals. Older age, living in Thessaloniki, Greek origin, homelessness, history of injection in the past 12 months, and HIV infection were independently associated with higher risk of death. CONCLUSION Mortality among PWID in the two largest cities (Athens and Thessaloniki) in Greece in 2018-2022 was high, with the population in Thessaloniki being particularly affected. The increasing trend in mortality in Athens may reflect the long-term impact of the COVID-19 pandemic. Preventive programs such as take-home naloxone, screening and treatment for HIV, are urgently needed.
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Affiliation(s)
- Sotirios Roussos
- Department of Hygiene, Epidemiology and Medical Statistics, Medical School, National and Kapodistrian University of Athens, Athens, Greece
| | - Theodoros Angelopoulos
- Gastroenterology Resident, Gastroenterology Department, G.H.A. Korgialeneio Mpenakeio Hellenic Red Cross, Athens, Greece
| | - Evangelos Cholongitas
- First Department of Internal Medicine, Laiko General Hospital, Medical School, National and Kapodistrian University of Athens, Athens, Greece
| | - Spyridon Savvanis
- Department of Internal Medicine, General Hospital of Athens "Elpis", Athens, Greece
| | - Nikolaos Papadopoulos
- 2nd Department of Internal Medicine, 401 General Army Hospital of Athens, Athens, Greece
| | - Andreas Kapatais
- 1st Department of Internal Medicine, Western Attica General Hospital "Agia Varvara", Athens, Greece
| | - Athina Chounta
- 4th Department of Internal Medicine, General University Hospital "Attikon", Athens, Greece
| | - Panagiota Ioannidou
- Academic Department of Gastroenterology, Medical School of National and Kapodistrian University of Athens, General Hospital of Athens "Laiko", Athens, Greece
| | - Melani Deutsch
- 2nd Academic Department of Internal Medicine, Hippokration General Hospital, Athens, Greece
| | - Spilios Manolakopoulos
- 2nd Academic Department of Internal Medicine, Hippokration General Hospital, Athens, Greece
| | | | - Maria-Vasiliki Papageorgiou
- Academic Department of Gastroenterology, Medical School of National and Kapodistrian University of Athens, General Hospital of Athens "Laiko", Athens, Greece
| | - Ioannis Vlachogiannakos
- Academic Department of Gastroenterology, Medical School of National and Kapodistrian University of Athens, General Hospital of Athens "Laiko", Athens, Greece
| | - Maria Mela
- Department of Gastroenterology, Evangelismos General Hospital, Athens, Greece
| | - Ioannis Elefsiniotis
- Department of Internal Medicine-Hepatogastroenterology, "Agioi Anargyroi" General and Oncology Hospital, National and Kapodistrian University of Athens, Athens, Greece
| | - Spyridon Vrakas
- Department of Gastroenterology, Tzaneion General Hospital of Piraeus, Piraeus, Greece
| | - Dimitrios Karagiannakis
- Academic Department of Gastroenterology, Medical School of National and Kapodistrian University of Athens, General Hospital of Athens "Laiko", Athens, Greece
| | - Fani Pliarchopoulou
- 4th Department of Internal Medicine, General University Hospital "Attikon", Athens, Greece
| | - Savvas Chaikalis
- Hellenic Scientific Society for the Study of AIDS, Sexually Transmitted and Emerging Diseases, Athens, Greece
| | - Effrosyni Tsirogianni
- Fourth Department of Internal Medicine, Hippokratio Hospital, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Mina Psichogiou
- First Department of Internal Medicine, Laiko General Hospital, Medical School, National and Kapodistrian University of Athens, Athens, Greece
| | | | | | - Dimitrios Paraskevis
- Department of Hygiene, Epidemiology and Medical Statistics, Medical School, National and Kapodistrian University of Athens, Athens, Greece
| | - Meni Malliori
- Department of Psychiatry, National and Kapodistrian University of Athens, Athens, Greece
| | - Ioannis Goulis
- Fourth Department of Internal Medicine, Hippokratio Hospital, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Georgios Papatheodoridis
- Academic Department of Gastroenterology, Medical School of National and Kapodistrian University of Athens, General Hospital of Athens "Laiko", Athens, Greece
| | - Angelos Hatzakis
- Department of Hygiene, Epidemiology and Medical Statistics, Medical School, National and Kapodistrian University of Athens, Athens, Greece; Hellenic Scientific Society for the Study of AIDS, Sexually Transmitted and Emerging Diseases, Athens, Greece
| | - Vana Sypsa
- Department of Hygiene, Epidemiology and Medical Statistics, Medical School, National and Kapodistrian University of Athens, Athens, Greece.
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Rudolph JE, Cepeda JA, Astemborski J, Kirk GD, Mehta SH, German D, Genberg BL. Longitudinal patterns of use of stimulants and opioids in the AIDS linked to the IntraVenous experience cohort, 2005-2019. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2024; 126:104364. [PMID: 38408416 PMCID: PMC11056308 DOI: 10.1016/j.drugpo.2024.104364] [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: 12/05/2023] [Revised: 01/30/2024] [Accepted: 02/16/2024] [Indexed: 02/28/2024]
Abstract
BACKGROUND Overdoses involving opioids and stimulants are on the rise, yet few studies have examined longitudinal trends in use of both substances. We sought to describe use and co-use of opioids and stimulants, 2005-2019, in the AIDS Linked to the Intravenous Experience (ALIVE) cohort - a community-based cohort of people with a history of injection drug use living in or near Baltimore, MD. METHODS We included 2083 ALIVE participants, who had at least two visits during the study period. Our outcome was based on self-reported use of opioids and stimulants in the prior 6 months. We estimated prevalence of 4 categories of use (neither stimulants nor opioids, only stimulants, only opioids, stimulants and opioids), using a non-parametric multi-state model, accounting for the competing event of death and weighting for informative loss to follow-up. All analyses were stratified by enrollment cohort, with the main analysis including participants who enrolled prior to 2015 and a sub-analysis including participants who enrolled 2015-2018. RESULTS In the main analysis, prevalence of using stimulants and opioids decreased from 38 % in 2005 to 12 % 2013 but stabilized from 2014 onwards (13-19 %). The prevalence of using only stimulants (7-11 %) and only opioids (5-10 %) was stable across time. Participants who reported using both were more likely to report homelessness, depression, and other substance use (e.g., marijuana and heavy alcohol use) than participants in the other use categories. On average, 65 % of visits with use of both were followed by a subsequent visit with use of both; of participants transitioning out of using both, 13% transitioned to using neither. CONCLUSIONS While use of stimulants and opioids declined in the cohort through 2013, a meaningful proportion of participants persistently used both. More research is needed to understand and develop strategies to mitigate harms associated with persistent use of both stimulants and opioids.
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Affiliation(s)
- Jacqueline E Rudolph
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA.
| | - Javier A Cepeda
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Jacquie Astemborski
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Gregory D Kirk
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA; Division of Infectious Diseases, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Shruti H Mehta
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Danielle German
- Department of Health, Behavior & Society, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Becky L Genberg
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
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McKellar MS, Des Marais AC, Chen H, Choi Y, Lilly R, Ayers D, Bennett J, Kestner L, Perry B, Poley S, Corneli A, Meade CS, Sachdeva N. Providing medication for opioid use disorder and HIV pre-exposure prophylaxis at syringe services programs via telemedicine: a pilot study. Harm Reduct J 2024; 21:69. [PMID: 38532395 PMCID: PMC10967138 DOI: 10.1186/s12954-024-00983-2] [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: 10/31/2023] [Accepted: 03/05/2024] [Indexed: 03/28/2024] Open
Abstract
BACKGROUND People who inject drugs (PWID) are at high risk for opioid overdose and infectious diseases including HIV. We piloted PARTNER UP, a telemedicine-based program to provide PWID with medication for opioid use disorder (MOUD) with buprenorphine/naloxone (bup/nx) and oral pre-exposure prophylaxis (PrEP) with tenofovir disoproxil fumarate/emtricitabine through two syringe services programs (SSP) in North Carolina. We present overall results from this project, including participant retention rates and self-reported medication adherence. METHODS Study participants met with a provider for an initial in-person visit at the SSP, followed by weekly telemedicine visits in month 1 and then monthly until program end at month 6. Participants were asked to start both MOUD and PrEP at initiation but could choose to discontinue either at any point during the study. Demographics and health history including substance use, sexual behaviors, and prior use of MOUD/PrEP were collected at baseline. Follow-up surveys were conducted at 3- and 6-months to assess attitudes towards MOUD and PrEP, change in opioid use and sexual behaviors, and for self-reported medication adherence. Participant retention was measured by completion of visits; provider notes were used to assess whether the participant reported continuation of medication. RESULTS Overall, 17 persons were enrolled and started on both bup/nx and PrEP; the majority self-identified as white and male. At 3 months, 13 (76%) remained on study; 10 (77%) reported continuing with both MOUD and PrEP, 2 (15%) with bup/nx only, and 1 (8%) with PrEP only. At 6 months, 12 (71%) remained on study; 8 (67%) reported taking both bup/nx and PrEP, and 4 (33%) bup/nx only. Among survey participants, opioid use and HIV risk behaviors decreased. Nearly all reported taking bup/nx daily; however, self-reported daily adherence to PrEP was lower and declined over time. The most common reason for not continuing PrEP was feeling not at risk for acquiring HIV. CONCLUSIONS Our study results show that MOUD and PrEP can be successfully administered via telemedicine in SSPs. PrEP appears to be a lower priority for participants with decreased continuation and adherence. Low perception of HIV risk was a reason for not continuing PrEP, possibly mitigated by MOUD use. Future studies including helping identify PWID at highest need for PrEP are needed. TRIAL REGISTRATION Providing Suboxone and PrEP Using Telemedicine, NCT04521920. Registered 18 August 2020. https://clinicaltrials.gov/study/NCT04521920?term=mehri%20mckellar&rank=2 .
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Affiliation(s)
- Mehri S McKellar
- Division of Infectious Diseases, Department of Medicine, Duke University School of Medicine, P.O. Box 102359, Durham, NC, 27710, USA.
| | - Andrea C Des Marais
- Department of Population Health Sciences, Duke University School of Medicine, Durham, NC, USA
| | - Hillary Chen
- Department of Population Health Sciences, Duke University School of Medicine, Durham, NC, USA
| | - Yujung Choi
- Department of Population Health Sciences, Duke University School of Medicine, Durham, NC, USA
| | - Rebecca Lilly
- North Carolina Harm Reduction Coalition, Wilmington, NC, USA
- Port City Harm Reduction, Wilmington, NC, USA
| | - Denae Ayers
- Queen City Harm Reduction, Charlotte, NC, USA
| | - Jesse Bennett
- North Carolina Harm Reduction Coalition, Wilmington, NC, USA
| | | | - Brian Perry
- Department of Population Health Sciences, Duke University School of Medicine, Durham, NC, USA
| | - Stephanie Poley
- Department of Population Health Sciences, Duke University School of Medicine, Durham, NC, USA
| | - Amy Corneli
- Division of Infectious Diseases, Department of Medicine, Duke University School of Medicine, P.O. Box 102359, Durham, NC, 27710, USA
- Department of Population Health Sciences, Duke University School of Medicine, Durham, NC, USA
| | - Christina S Meade
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, USA
- Wake Forest University, Winston-Salem, NC, USA
| | - Nidhi Sachdeva
- Department of Population Health Sciences, Duke University School of Medicine, Durham, NC, USA
- North Carolina Association of County Commissioners, Raleigh, NC, USA
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Bormann NL, Arndt S. Evidence of "Repeated Admission Bias" Among Those Who Use Injection Drugs Across 2 Decades of US Treatment Admissions: 2000-2020. J Addict Med 2024; 18:201-204. [PMID: 38227856 DOI: 10.1097/adm.0000000000001265] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2024]
Abstract
OBJECTIVES Encounter-based datasets like the Treatment Episode Dataset-Admissions (TEDS-A) are used for substance use-related research. Although TEDS-A reports the number of previous treatment admissions, a limitation is this reflects encounters, not people. We sought to quantify the methodologic bias incorporated by using all encounters versus initial encounters and assess if this risk is evenly distributed across all routes of drug administration. METHODS TEDS-A 2000-2020 dataset with nonmissing primary substance data was used. Of the data, 3.17% were missing the usual administration route, and 11.9% were missing prior admission data. Prior admissions are documented as 0 through 4, then binned for 5 or greater (5+). Risk of admission bias was defined as odds ratio (OR RAB ): odds of total admissions relative to the odds of the first admission. Bootstrap confidence intervals were generated (5000 iterations) across administration routes and demographics; however, their widths were <0.0055 and not reported. RESULTS There were 38,238,586 admissions over the 21 years, with 13,865,517 (41.2%) first admissions. Of all admissions, 15.7% indicated injection drug use (IDU); 26.3% of encounters reporting IDU were in the 5+ group. This resulted in an OR RAB of 1.77. White enrollees had an elevated OR RAB (1.05), whereas among Latinos, OR RAB was low (0.74). CONCLUSIONS Using encounter-based datasets can introduce bias when including all admissions versus exclusively initial treatment episodes. This report is the first to quantify this bias and shows that individuals with IDU are at highest risk for returning to treatment, thereby over-representing this method of use when all encounters are used.
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Affiliation(s)
- Nicholas L Bormann
- From the Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, USA (NLB); Department of Psychiatry, University of Iowa, Iowa City, IA (SA); and Department of Biostatistics, University of Iowa, Iowa City, IA (SA)
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Barré T, Bourlière M, Parlati L, Ramier C, Marcellin F, Protopopescu C, Di Beo V, Cagnot C, Dorival C, Nicol J, Zoulim F, Carrat F, Carrieri P. Hepatitis C virus cure from direct-acting antivirals and mortality: Are people with and without a history of injection drug use in the same boat? (ANRS CO22 Hepather cohort). Drug Alcohol Rev 2024; 43:718-731. [PMID: 38133601 DOI: 10.1111/dar.13802] [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: 07/10/2023] [Revised: 11/29/2023] [Accepted: 11/29/2023] [Indexed: 12/23/2023]
Abstract
INTRODUCTION The risk of mortality in people with a history of injection drug use (PHID) is high, as is the prevalence of hepatitis C virus (HCV) infection. Although direct-acting antivirals (DAA) are effective in this population in terms of sustained virological response, it is not known whether PHID benefit as much as people with no history of injection drug use from DAA-related HCV cure in terms of reduced all-cause mortality. METHODS Using Cox proportional hazards models based on the ANRS CO22 Hepather cohort data (n = 9735), we identified factors associated with all-cause mortality among HCV-infected people. We tested for interaction effects between drug injection status, HCV cure and other explanatory variables. RESULTS DAA-related HCV cure was associated with a 66% (adjusted hazard ratio [95% confidence interval]: 0.34 [0.29-0.39]) lower risk of all-cause mortality, irrespective of drug injection status. Detrimental effects of unhealthy alcohol use on mortality were identified in PHID only. DISCUSSION AND CONCLUSIONS DAA-related HCV cure led to comparable benefits in terms of reduced mortality in PHID and people with no history of injection drug use. Policies and strategies to enhance DAA uptake among PHID are needed to lower mortality in this population. Clinical trial registration details: ClinicalTrials.gov: NCT01953458.
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Affiliation(s)
- Tangui Barré
- Aix Marseille Université, Institut National de la Santé et de la Recherche Médicale, Institut de Recherche pour le Developpement , Sciences Economiques & Sociales de la Santé & Traitement de l'Information Médicale, Institut des Sciences de la Santé Publique d'Aix-Marseille, Marseille, France
| | - Marc Bourlière
- Aix Marseille Université, Institut National de la Santé et de la Recherche Médicale, Institut de Recherche pour le Developpement , Sciences Economiques & Sociales de la Santé & Traitement de l'Information Médicale, Institut des Sciences de la Santé Publique d'Aix-Marseille, Marseille, France
- Département d'hépatologie et gastroentérologie, Hôpital Saint Joseph, Marseille, France
| | - Lucia Parlati
- Université de Paris Cité; Institut National de la Santé et de la Recherche Médicale; Assistance Publique-Hôpitaux de Paris, Département d'Hépatologie/Addictologie, Hôpital Cochin, Paris, France
| | - Clémence Ramier
- Aix Marseille Université, Institut National de la Santé et de la Recherche Médicale, Institut de Recherche pour le Developpement , Sciences Economiques & Sociales de la Santé & Traitement de l'Information Médicale, Institut des Sciences de la Santé Publique d'Aix-Marseille, Marseille, France
| | - Fabienne Marcellin
- Aix Marseille Université, Institut National de la Santé et de la Recherche Médicale, Institut de Recherche pour le Developpement , Sciences Economiques & Sociales de la Santé & Traitement de l'Information Médicale, Institut des Sciences de la Santé Publique d'Aix-Marseille, Marseille, France
| | - Camelia Protopopescu
- Aix Marseille Université, Institut National de la Santé et de la Recherche Médicale, Institut de Recherche pour le Developpement , Sciences Economiques & Sociales de la Santé & Traitement de l'Information Médicale, Institut des Sciences de la Santé Publique d'Aix-Marseille, Marseille, France
| | - Vincent Di Beo
- Aix Marseille Université, Institut National de la Santé et de la Recherche Médicale, Institut de Recherche pour le Developpement , Sciences Economiques & Sociales de la Santé & Traitement de l'Information Médicale, Institut des Sciences de la Santé Publique d'Aix-Marseille, Marseille, France
| | - Carole Cagnot
- ANRS | Emerging Infectious Diseases, Department of Clinical Research, Paris, France
| | - Celine Dorival
- Institut National de la Santé et de la Recherche Médicale, Institut Pierre Louis d'Epidémiologie et de Santé Publique, Sorbonne Université, Paris, France
| | - Jérôme Nicol
- Institut National de la Santé et de la Recherche Médicale, Institut Pierre Louis d'Epidémiologie et de Santé Publique, Sorbonne Université, Paris, France
| | - Fabien Zoulim
- Institut National de la Santé et de la Recherche Médicale U1052, Centre National de la Recherche Scientifique, Unités Mixtes de Recherche-5286, Cancer Research Center of Lyon, Lyon, France
- University of Lyon, Université Claude-Bernard, Lyon, France
- Hospices Civils de Lyon, Lyon, France
| | - Fabrice Carrat
- Sorbonne Université, Institut National de la Santé et de la Recherche Médicale, Institut Pierre Louis d'Epidémiologie et de Santé Publique, Hôpital Saint-Antoine, Unité de Santé Publique, Assistance Publique-Hôpitaux de Paris, Paris, France
| | - Patrizia Carrieri
- Aix Marseille Université, Institut National de la Santé et de la Recherche Médicale, Institut de Recherche pour le Developpement , Sciences Economiques & Sociales de la Santé & Traitement de l'Information Médicale, Institut des Sciences de la Santé Publique d'Aix-Marseille, Marseille, France
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Alexander-Savino CV, Mirowski GW, Culton DA. Mucocutaneous Manifestations of Recreational Drug Use. Am J Clin Dermatol 2024; 25:281-297. [PMID: 38217568 DOI: 10.1007/s40257-023-00835-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/04/2023] [Indexed: 01/15/2024]
Abstract
Recreational drug use is increasingly common in the dermatology patient population and is often associated with both general and specific mucocutaneous manifestations. Signs of substance use disorder may include changes to general appearance, skin, and mucosal findings associated with particular routes of drug administration (injection, insufflation, or inhalation) or findings specific to a particular drug. In this review article, we provide an overview of the mucocutaneous manifestations of illicit drug use including cocaine, methamphetamine, heroin, hallucinogens, marijuana, and common adulterants to facilitate the identification and improved care of these patients with the goal being to connect this patient population with appropriate resources for treatment.
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Affiliation(s)
- Carolina V Alexander-Savino
- State University of New York Upstate Medical University, Syracuse, NY, USA
- Department of Dermatology, University of North Carolina at Chapel Hill, 410 Market Street, Suite 400, Chapel Hill, NC, 27516, USA
| | - Ginat W Mirowski
- Department of Dermatology, Indiana University School of Medicine, Indianapolis, IN, USA
- Department of Oral Pathology, Medicine, Radiology, Indiana University School of Dentistry, Indianapolis, IN, USA
| | - Donna A Culton
- Department of Dermatology, University of North Carolina at Chapel Hill, 410 Market Street, Suite 400, Chapel Hill, NC, 27516, USA.
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Tonin FS, Alves da Costa F, Fernandez-Llimos F. Impact of harm minimization interventions on reducing blood-borne infection transmission and some injecting behaviors among people who inject drugs: an overview and evidence gap mapping. Addict Sci Clin Pract 2024; 19:9. [PMID: 38310293 PMCID: PMC10838443 DOI: 10.1186/s13722-024-00439-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2023] [Accepted: 01/18/2024] [Indexed: 02/05/2024] Open
Abstract
BACKGROUND This study aimed to synthetize the evidence on the effectiveness of harm minimization interventions on reducing blood-borne infection transmission and injecting behaviors among people who inject drugs (PWID) through a comprehensive overview of systematic reviews and evidence gap mapping. METHODS A systematic review was conducted with searches in PubMed and Scopus to identify systematic reviews assessing the impact of interventions aimed at reducing the harms associated with injectable drug use. The overall characteristics of the studies were extracted and their methodological quality was assessed using AMSTAR-2. An evidence gap map was constructed, highlighting the most frequently reported outcomes by intervention (CRD42023387713). RESULTS Thirty-three systematic reviews were included. Of these, 14 (42.2%) assessed the impact of needle/syringe exchange programs (NSEP) and 11 (33.3%) examined opioid agonist therapy (OAT). These interventions are likely to be associated with reductions of HIV/HCV incidence (10-40% risk reduction for NSEP; 50-60% for OAT) and sharing injecting paraphernalia (50% for NSEP, 25-85% for OAT), particularly when combined (moderate evidence). Behavioral/educational interventions were assessed in 12 reviews (36.4%) with most authors in favor/partially in favor of the use of these approaches (moderate evidence). Take-home naloxone programs and supervised-injection facilities were each assessed in two studies (6.1%), which reported inconclusive results (limited/inconsistent evidence). Most authors reported high levels of heterogeneity and risk of bias. Other interventions and outcomes were inadequately reported. Most systematic reviews presented low or critically low quality. CONCLUSION The evidence is sufficient to support the effectiveness of OAT, NSEP and their combination in reducing blood-borne infection transmission and certain injecting behaviors among PWID. However, evidence of other harm minimizations interventions in different settings and for some outcomes remain insufficient.
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Affiliation(s)
- Fernanda S Tonin
- H&TRC - Health & Technology Research Center, ESTeSL - Escola Superior de Tecnologia da Saúde, Instituto Politécnico de Lisboa, Lisbon, Portugal
| | - Filipa Alves da Costa
- Research Institute for Medicines (iMED.ULisboa), Faculty of Pharmacy, University of Lisbon, Av. Prof. Gama Pinto, Lisbon, Portugal.
| | - Fernando Fernandez-Llimos
- Applied Molecular Biosciences Unit, (UCIBIO-i4HB) Laboratory of Pharmacology, Faculty of Pharmacy, University of Porto, Porto, Portugal
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Amundsen EJ, Melsom AKM, Eriksen BO, Løchen ML. No decline in drug overdose deaths in Norway: An ecological approach to understanding at-risk groups and the impact of interventions. NORDIC STUDIES ON ALCOHOL AND DRUGS 2024; 41:111-130. [PMID: 38356787 PMCID: PMC10863554 DOI: 10.1177/14550725231195413] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/16/2024] Open
Abstract
Aim: This Norwegian case study examines groups at risk of drug overdose deaths, evidence-based harm reduction interventions, low-threshold services and treatment implemented, as well as trends in drug overdose deaths between 2010 and 2021. We aimed to explore the relevance of interventions for at-risk groups and discuss their potential impact on drug overdose trends. Method/data: Using an ecological approach, we analysed the following: (1) groups identified through latent profile analysis (LPA) among a sample of 413 high-risk drug users collected in 2010-2012, supplemented with other relevant studies up to 2021; (2) published information on harm-reduction interventions, low-threshold services and treatment in Norway; and (3) nationwide drug overdose mortality figures supplemented with published articles on the topic. Results: High-risk drug users in 2010-2012 commonly engaged in frequent illegal drug use, injecting and poly-drug use (including pharmaceutical opioids), which continued into following decade. The interventions implemented between 2010 and 2021 were relevant for at-risk groups identified in the surveys. However, there was no decrease in the trend of drug overdose deaths up to 2021. While relevant interventions may have mitigated a theoretical increase in mortality, new at-risk groups may have contributed to fatal outcomes associated with pharmaceutical opioids. Conclusion: The interventions were relevant to the risk groups identified among high-risk drug users and potentially effective in preventing an increase in drug overdose trends. However, tailored interventions are needed for individuals at risk of death from prescribed opioids. Comprehensive studies encompassing all at-risk populations, including both legal and non-medical users of prescription opioids, are needed.
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Affiliation(s)
- Ellen J Amundsen
- Department of Alcohol, Tobacco and Drugs, Norwegian Institute of Public Health, Oslo, Norway
| | - Anne-Karine M Melsom
- Department of Community Medicine, Faculty of Health Sciences, UiT The Arctic University of Norway, Tromsø, Norway; Centre for Clinical Research and Education, University Hospital of North Norway, Tromsø, Norway
| | - Bjørn O Eriksen
- Section of Nephrology, University Hospital of North Norway, Tromsø, Norway; Metabolic and Renal Research Group, UiT The Arctic University of Norway, Tromsø, Norway
| | - Maja-Lisa Løchen
- Department of Cardiology, University Hospital of North Norway, Tromsø, Norway; Department of Clinical Medicine, UiT The Arctic University of Norway, Tromsø, Norway
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Ericson ØB, Eide D, Lobmaier P, Clausen T. Mortality risk and causes of death among people who use opioids in a take-home naloxone cohort. Drug Alcohol Depend 2024; 255:111087. [PMID: 38228056 DOI: 10.1016/j.drugalcdep.2024.111087] [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: 11/23/2023] [Revised: 01/03/2024] [Accepted: 01/04/2024] [Indexed: 01/18/2024]
Abstract
BACKGROUND People who use opioids (PWUO) have an excess mortality from a range of causes. The cumulative effect of behavioral, social, and health risk factors complicates the interpretation of the effects of suitable interventions. This study explores mortality causes among a cohort of PWUO in the take-home naloxone (THN) program. METHODS This was a prospective cohort study of PWUO who received THN between 2015 and 2023. Participant data was linked with death registry data. Crude mortality rates and standardized mortality ratios (SMRs) were calculated for all causes, internal causes, and accidental opioid overdoses (AOOs). In addition to age and gender, risk factors like main route of administration, polydrug use, self-experienced overdoses, and using while alone were fitted in a Cox Regression model to explore factors associated with mortality. RESULTS The 2194 participants had a considerably higher mortality ratio for all causes investigated when compared to the general population (SMR=10.9, 95 % CI = 9.3,12.6). AOOs were the most prevalent cause of death (49 %). Those who reported frequent opioid use while alone had an elevated risk of dying of 2.6 (95 % CI = 1.1,6.4) compared to those who never used while alone. CONCLUSIONS Frequent opioid use while alone was associated with elevated mortality risk, supporting the importance of overdose prevention education with naloxone distribution, and additional efforts to improve environmental and social areas for safer drug-use practices among PWUO. The variety of mortality causes found in this study illustrates the need for multifaceted and targeted interventions for people at risk of overdosing.
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Affiliation(s)
- Øystein Bruun Ericson
- Norwegian Centre for Addiction Research, Institute of Clinical Medicine, University of Oslo, P.O. box 1039 Blindern, Oslo 0315, Norway.
| | - Desiree Eide
- Norwegian Centre for Addiction Research, Institute of Clinical Medicine, University of Oslo, P.O. box 1039 Blindern, Oslo 0315, Norway
| | - Philipp Lobmaier
- Norwegian Centre for Addiction Research, Institute of Clinical Medicine, University of Oslo, P.O. box 1039 Blindern, Oslo 0315, Norway; Diakonhjemmet Hospital, Division of Mental Health and Substance Abuse, P.O. box 23 Vinderen, Oslo 0319, Norway
| | - Thomas Clausen
- Norwegian Centre for Addiction Research, Institute of Clinical Medicine, University of Oslo, P.O. box 1039 Blindern, Oslo 0315, Norway
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Böttcher L, Chou T, D’Orsogna MR. Forecasting drug-overdose mortality by age in the United States at the national and county levels. PNAS NEXUS 2024; 3:pgae050. [PMID: 38725534 PMCID: PMC11079616 DOI: 10.1093/pnasnexus/pgae050] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/14/2023] [Accepted: 01/25/2024] [Indexed: 05/12/2024]
Abstract
The drug-overdose crisis in the United States continues to intensify. Fatalities have increased 5-fold since 1999 reaching a record high of 108,000 deaths in 2021. The epidemic has unfolded through distinct waves of different drug types, uniquely impacting various age, gender, race, and ethnic groups in specific geographical areas. One major challenge in designing interventions and efficiently delivering treatment is forecasting age-specific overdose patterns at the local level. To address this need, we develop a forecasting method that assimilates observational data obtained from the CDC WONDER database with an age-structured model of addiction and overdose mortality. We apply our method nationwide and to three select areas: Los Angeles County, Cook County, and the five boroughs of New York City, providing forecasts of drug-overdose mortality and estimates of relevant epidemiological quantities, such as mortality and age-specific addiction rates.
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Affiliation(s)
- Lucas Böttcher
- Department of Computational Science and Philosophy, Frankfurt School of Finance and Management, 60322 Frankfurt am Main, Germany
| | - Tom Chou
- Department of Computational Medicine, University of California, Los Angeles, Los Angeles, CA 90095-1766, USA
| | - Maria R D’Orsogna
- Department of Computational Medicine, University of California, Los Angeles, Los Angeles, CA 90095-1766, USA
- Department of Mathematics, California State University at Northridge, Los Angeles, CA 91330-8313, USA
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Li M, Pagare PP, Ma H, St Onge CM, Mendez RE, Gillespie JC, Stevens DL, Dewey WL, Selley DE, Zhang Y. Molecular Pharmacology Profiling of Phenylfentanil and Its Analogues to Understand the Putative Involvement of an Adrenergic Mechanism in Fentanyl-Induced Respiratory Depression. J Med Chem 2024; 67:603-619. [PMID: 38156970 DOI: 10.1021/acs.jmedchem.3c01801] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2024]
Abstract
While there are approved therapeutics to treat opioid overdoses, the need for treatments to reverse overdoses due to ultrapotent fentanyls remains unmet. This may be due in part to an adrenergic mechanism of fentanyls in addition to their stereotypical mu-opioid receptor (MOR) effects. Herein, we report our efforts to further understanding of the functions these distinct mechanisms impart. Employing the known MOR neutral antagonist phenylfentanil as a lead, 17 analogues were designed based on the concept of isosteric replacement. To probe mechanisms of action, these analogues were pharmacologically evaluated in vitro and in vivo, while in silico modeling studies were also conducted on phenylfentanil. While it did not indicate MOR involvement in vivo, phenylfentanil yielded respiratory minute volumes similar to those caused by fentanyl. Taken together with molecular modeling studies, these results indicated that respiratory effects of fentanyls may also correlate to inhibition of both α1A- and α1B-adrenergic receptors.
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Affiliation(s)
- Mengchu Li
- Department of Medicinal Chemistry, School of Pharmacy, Virginia Commonwealth University, 800 East Leigh Street, Richmond, Virginia 23298, United States
| | - Piyusha P Pagare
- Department of Medicinal Chemistry, School of Pharmacy, Virginia Commonwealth University, 800 East Leigh Street, Richmond, Virginia 23298, United States
| | - Hongguang Ma
- Department of Medicinal Chemistry, School of Pharmacy, Virginia Commonwealth University, 800 East Leigh Street, Richmond, Virginia 23298, United States
| | - Celsey M St Onge
- Department of Medicinal Chemistry, School of Pharmacy, Virginia Commonwealth University, 800 East Leigh Street, Richmond, Virginia 23298, United States
| | - Rolando E Mendez
- Department of Pharmacology and Toxicology, Virginia Commonwealth University, 410 North 12th Street, Richmond, Virginia 23298, United States
| | - James C Gillespie
- Department of Pharmacology and Toxicology, Virginia Commonwealth University, 410 North 12th Street, Richmond, Virginia 23298, United States
| | - David L Stevens
- Department of Pharmacology and Toxicology, Virginia Commonwealth University, 410 North 12th Street, Richmond, Virginia 23298, United States
| | - William L Dewey
- Department of Pharmacology and Toxicology, Virginia Commonwealth University, 410 North 12th Street, Richmond, Virginia 23298, United States
| | - Dana E Selley
- Department of Pharmacology and Toxicology, Virginia Commonwealth University, 410 North 12th Street, Richmond, Virginia 23298, United States
| | - Yan Zhang
- Department of Medicinal Chemistry, School of Pharmacy, Virginia Commonwealth University, 800 East Leigh Street, Richmond, Virginia 23298, United States
- Department of Pharmacology and Toxicology, Virginia Commonwealth University, 410 North 12th Street, Richmond, Virginia 23298, United States
- Institute for Drug and Alcohol Studies, 203 East Cary Street, Richmond, Virginia 23298, United States
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Mixson LS, Whitney BM, Jenkins WD, Stopka TJ, Korthuis PT, Drumright LN, Ruderman SA, Friedmann PD, Pho MT, Young AM, Westergaard RP, Seal DW, Go VF, Miller WC, Zule WA, Feinberg J, Cooper HLF, Tsui JI, Crane HM, Delaney JA. Behavioral and Health Outcome Differences by Heroin or Methamphetamine Preference Among People in Rural US Communities Who Use Both Substances. SUBSTANCE USE : RESEARCH AND TREATMENT 2024; 18:29768357241272374. [PMID: 39175912 PMCID: PMC11339740 DOI: 10.1177/29768357241272374] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/23/2024] [Accepted: 07/21/2024] [Indexed: 08/24/2024]
Abstract
Background The United States' (US) opioid overdose epidemic has evolved into a combined stimulant/opioid epidemic, a pattern driven in part by mitigating opioid overdose risk, variable substance availability, and personal preferences. This study aimed to investigate the association between self-reported substance preference (heroin or methamphetamine) and behavioral/health outcomes among individuals who used both heroin and methamphetamine in the rural US. Methods The Rural Opioid Initiative is a consortium of 8 research cohorts from 10 states and 65 rural counties that recruited individuals reporting past 30-day injection of any substance or opioid substance use by any route from 1/2018 to 3/2020. Analyses were restricted to participants ⩾18 years, who self-reported either heroin or methamphetamine as their preferred substance and past 30-day use of both heroin and methamphetamine. We examined cross-sectional associations between preferred substance (heroin versus methamphetamine) and behavioral and health outcomes using random effects meta-analysis with adjusted regression models. Results Among 1239 participants, 61% (n = 752) reported heroin as their preferred substance. Adjusting for age, sex, and race/ethnicity, methamphetamine preference was associated with lower prevalence ratios for current naloxone possession (adjusted prevalence ratio [aPR] = 0.68; 95% Confidence Interval [95% CI] = 0.59-0.78; P-value ⩽ .001), of ever being told they had the hepatitis C virus (HCV; aPR = 0.72; 95% CI: 0.61-0.85; P-value ⩽ .001) and a personal history of overdose (aPR = 0.81; 95% CI = 0.73-0.90; P-value ⩽ .001). Conclusion In our study analyzing associations between preferred substance and various behavioral and health outcomes amongst people who use both heroin and methamphetamine, a majority of participants preferred heroin. Methamphetamine preference was associated with lower prevalence of naloxone possession, ever being told they had HCV, and prior history of an overdose. This study underscores the need for targeted harm reduction services for people who prefer methamphetamine in rural areas.
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Affiliation(s)
- L Sarah Mixson
- Department of Medicine, University of Washington School of Medicine, Seattle, WA, USA
| | - Bridget M Whitney
- Department of Medicine, University of Washington School of Medicine, Seattle, WA, USA
| | - Wiley D Jenkins
- Department of Population Science and Policy, Southern Illinois University School of Medicine, Springfield, IL, USA
| | - Thomas J Stopka
- Department of Public Health and Community Medicine, Tufts University School of Medicine, Boston, MA, USA
| | - P Todd Korthuis
- Department of Medicine, Oregon Health & Science University, Portland, OR, USA
| | - Lydia N Drumright
- Department of Medicine, University of Washington School of Medicine, Seattle, WA, USA
| | - Stephanie A Ruderman
- Department of Medicine, University of Washington School of Medicine, Seattle, WA, USA
| | - Peter D Friedmann
- Office of Research, UMass Chan Medical School – Baystate and Baystate Health, Springfield, MA, USA
| | - Mai T Pho
- Biological Sciences Division, University of Chicago, Chicago, IL, USA
| | - April M Young
- Department of Epidemiology, University of Kentucky, Lexington, KY, USA
| | - Ryan P Westergaard
- Department of Medicine, University of Wisconsin-Madison, Madison, WI, USA
| | - David W Seal
- Department of Social, Behavioral, and Population Science Tulane University School of Public Health and Tropical Medicine, New Orleans, LA, USA
| | - Vivian F Go
- Department of Health Behavior, University of North Carolina, Chapel Hill, Chapel Hill, NC, USA
| | - William C Miller
- Department of Epidemiology, University of North Carolina, Chapel Hill, Chapel Hill, NC, US
| | - William A Zule
- Division of Behavioral Health and Criminal Justice Research, RTI International, Research Triangle Park, NC, USA
| | - Judith Feinberg
- Department of Medicine, West Virginia University, Morgantown, WV, USA
| | - Hannah LF Cooper
- Department of Behavioral, Social, and Health Education, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Judith I Tsui
- Department of Medicine, University of Washington School of Medicine, Seattle, WA, USA
| | - Heidi M Crane
- Department of Medicine, University of Washington School of Medicine, Seattle, WA, USA
| | - Joseph A Delaney
- Department of Medicine, University of Washington School of Medicine, Seattle, WA, USA
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Lim AG, Aas CF, Çağlar ES, Vold JH, Fadnes LT, Vickerman P, Johansson KA. Cost-effectiveness of integrated treatment for hepatitis C virus (HCV) among people who inject drugs in Norway: An economic evaluation of the INTRO-HCV trial. Addiction 2023; 118:2424-2439. [PMID: 37515462 PMCID: PMC10952903 DOI: 10.1111/add.16305] [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: 11/03/2022] [Accepted: 06/26/2023] [Indexed: 07/30/2023]
Abstract
BACKGROUND AND AIMS The INTRO-HCV randomized controlled trial conducted in Norway over 2017-2019 found that integrated treatment, compared with standard-of-care hospital treatment, for hepatitis C virus (HCV) with direct-acting antivirals (DAAs) improved treatment outcomes among people who inject drugs (PWID). We evaluated cost-effectiveness of the INTRO-HCV intervention. DESIGN A Markov health state transition model of HCV disease progression and treatment with cost-effectiveness analysis from the health-provider perspective. Primary cost, utility, and health outcome data were derived from the trial. Costs and health benefits (quality-adjusted life-years, QALYs) were tracked over 50 years. Probabilistic and univariate sensitivity analyses investigated DAA price reductions and variations in HCV treatment and disease care cost assumptions, using costs from different countries (Norway, United Kingdom, United States, France, Australia). SETTING AND PARTICIPANTS PWID attending community-based drug treatment centers for people with opioid dependence in Norway. MEASUREMENTS Incremental cost-effectiveness ratio (ICER) in terms of cost per QALY gained, compared against a conventional (€70 000/QALY) willingness-to-pay threshold for Norway and lower (€20 000/QALY) threshold common among high-income countries. FINDINGS Integrated treatment resulted in an ICER of €13 300/QALY gained, with 99% and 71% probability of being cost-effective against conventional and lower willingness-to-pay thresholds, respectively. A 30% lower DAA price reduced the ICER to €6 900/QALY gained, with 91% probability of being cost-effective at the lower willingness-to-pay threshold. A 60% and 90% lower DAA price had 36% and >99% probability of being cost-saving, respectively. Sensitivity analyses suggest integrated treatment was cost-effective at the lower willingness-to-pay threshold (>60% probability) across different assumptions on HCV treatment and disease care costs with 30% DAA price reduction, and became cost-saving with 60%-90% price reductions. CONCLUSIONS Integrated hepatitis C virus treatment for people who inject drugs in community settings is likely cost-effective compared with standard-of-care referral pathways in Norway and may be cost-saving in settings with particular characteristics.
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Affiliation(s)
- Aaron Guanliang Lim
- Population Health Sciences, Bristol Medical SchoolUniversity of BristolBristolUK
| | - Christer Frode Aas
- Bergen Addiction Research, Department of Addiction MedicineHaukeland University HospitalBergenNorway
- Department of Global Public Health and Primary CareUniversity of BergenBergenNorway
- Division of PsychiatryHaukeland University HospitalBergenNorway
| | - Ege Su Çağlar
- Bergen Addiction Research, Department of Addiction MedicineHaukeland University HospitalBergenNorway
- Department of Global Public Health and Primary CareUniversity of BergenBergenNorway
| | - Jørn Henrik Vold
- Bergen Addiction Research, Department of Addiction MedicineHaukeland University HospitalBergenNorway
- Department of Global Public Health and Primary CareUniversity of BergenBergenNorway
- Division of PsychiatryHaukeland University HospitalBergenNorway
| | - Lars Thore Fadnes
- Bergen Addiction Research, Department of Addiction MedicineHaukeland University HospitalBergenNorway
- Department of Global Public Health and Primary CareUniversity of BergenBergenNorway
| | - Peter Vickerman
- Population Health Sciences, Bristol Medical SchoolUniversity of BristolBristolUK
| | - Kjell Arne Johansson
- Bergen Addiction Research, Department of Addiction MedicineHaukeland University HospitalBergenNorway
- Department of Global Public Health and Primary CareUniversity of BergenBergenNorway
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Bormann NL, Miskle B, Holdefer P, Arndt S, Lynch AC, Weber AN. Evidence of telescoping in females across two decades of US treatment admissions for injection drug use: 2000-2020. DRUG AND ALCOHOL DEPENDENCE REPORTS 2023; 9:100204. [PMID: 38045494 PMCID: PMC10690569 DOI: 10.1016/j.dadr.2023.100204] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/07/2023] [Revised: 11/06/2023] [Accepted: 11/07/2023] [Indexed: 12/05/2023]
Abstract
Background People who inject drugs (PWID) have an increased risk of soft tissue infection, drug overdose and death. Females may be particularly vulnerable due to barriers to substance use disorder (SUD) treatment entry, stigma, and telescoping, or the greater severity in substance use-related comorbidity and consequences despite a shorter history of use. We set out to identify sex differences in United States injection drug use (IDU). Methods The Treatment Episode Dataset-Admission (2000-2020) provided data to identify PWID undergoing their initial SUD treatment admission. Mann-Whitney U test, chi-square, and Spearman correlations were used for ordinal variables, categorical variables, and to assess similarity of male/female trends over the 21 years, respectively. The probabilistic index (PI) and Cramer's V provided effect sizes for Mann-Whitney U tests and chi-square tests, respectively. Results A total of 13,612,978 records existed for cases entering their initial treatment. Mapping to a history of IDU left 1,458,695 (561,793 females). Females had a higher prevalence among PWID across all 21 years; IDU trends were essentially identical between males and females (r = 0.97). Females endorsed beginning their primary substance later in life (PI = 0.47, p < 0.0001) and entered treatment after a shorter period of substance use (PI = 0.57, p < 0.0001). Conclusions We saw evidence of telescoping among PWID with a SUD entering their initial episode of treatment. Interventions should be implemented prior to the transition to IDU, and this window of opportunity is shortened in females. Utilizing gender-responsive treatment options may be a way to increase treatment-seeking earlier in the disease course.
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Affiliation(s)
- Nicholas L. Bormann
- Department of Psychiatry and Psychology, Mayo Clinic, 404 W Fountain St, Albert Lea, Rochester, MN 56007, USA
| | - Benjamin Miskle
- Department of Psychiatry, University of Iowa, Iowa City, IA, USA
- Department of Pharmacy, University of Iowa, Iowa City, IA, USA
| | - Paul Holdefer
- Department of Psychiatry, University of Iowa, Iowa City, IA, USA
| | - Stephan Arndt
- Department of Psychiatry, University of Iowa, Iowa City, IA, USA
- Department of Biostatistics, University of Iowa, Iowa City, IA, USA
| | - Alison C. Lynch
- Department of Psychiatry, University of Iowa, Iowa City, IA, USA
- Department of Family Medicine, University of Iowa, Iowa City, IA, USA
| | - Andrea N. Weber
- Department of Psychiatry, University of Iowa, Iowa City, IA, USA
- Department of Internal Medicine, University of Iowa, Iowa City, IA, USA
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Butelman ER, Huang Y, Epstein DH, Shaham Y, Goldstein RZ, Volkow ND, Alia-Klein N. Overdose mortality rates for opioids and stimulant drugs are substantially higher in men than in women: state-level analysis. Neuropsychopharmacology 2023; 48:1639-1647. [PMID: 37316576 PMCID: PMC10517130 DOI: 10.1038/s41386-023-01601-8] [Citation(s) in RCA: 37] [Impact Index Per Article: 18.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/10/2023] [Revised: 04/25/2023] [Accepted: 05/01/2023] [Indexed: 06/16/2023]
Abstract
Drug overdoses from opioids and stimulants are a major cause of mortality in the United States. It is unclear if there are stable sex differences in overdose mortality for these drugs across states, whether these differ across the lifespan, and if so, whether they can be accounted for by different levels of drug misuse. This was a state-level analysis of epidemiological data on overdose mortality, across 10-year age bins (age range: 15-74), using the CDC WONDER platform for decedents in the United States in 2020-1. The outcome measure was rate of overdose death (per 100,000) for: synthetic opioids (e.g., fentanyl), heroin, psychostimulants with potential for misuse (e.g., methamphetamine), and cocaine. Multiple linear regressions controlled for ethnic-cultural background, household net worth, and sex-specific rate of misuse (from NSDUH, 2018-9). For all these drug categories, males had greater overall overdose mortality than females, after controlling for rates of drug misuse. The mean male/female sex ratio of mortality rate was relatively stable across jurisdictions: synthetic opioids (2.5 [95% CI, 2.4-7]), heroin, (2.9 [95% CI, 2.7-3.1], psychostimulants (2.4 [95% CI, 2.3-5]), and cocaine (2.8 [95% CI, 2.6-9]). With data stratified in 10-year age bins, the sex difference generally survived adjustment (especially in the 25-64 age range). Results indicate that males are significantly more vulnerable than females to overdose deaths caused by opioid and stimulant drugs, taking into account differing state-level environmental conditions and drug misuse levels. These results call for research into diverse biological, behavioral, and social factors that underlie sex differences in human vulnerability to drug overdose.
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Affiliation(s)
- Eduardo R Butelman
- Neuropsychoimaging of Addiction and Related Conditions Research Program, Departments of Psychiatry and Neuroscience Icahn School of Medicine at Mount Sinai, New York, NY, USA.
| | - Yuefeng Huang
- Neuropsychoimaging of Addiction and Related Conditions Research Program, Departments of Psychiatry and Neuroscience Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | | | - Yavin Shaham
- National Institute on Drug Abuse (NIDA), Baltimore, MD, USA
| | - Rita Z Goldstein
- Neuropsychoimaging of Addiction and Related Conditions Research Program, Departments of Psychiatry and Neuroscience Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Nora D Volkow
- National Institute on Drug Abuse (NIDA), Baltimore, MD, USA
| | - Nelly Alia-Klein
- Neuropsychoimaging of Addiction and Related Conditions Research Program, Departments of Psychiatry and Neuroscience Icahn School of Medicine at Mount Sinai, New York, NY, USA
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Byrne CJ, Radley A, Fletcher E, Thain D, Stephens BP, Dillon JF. A multicomponent holistic care pathway for people who use drugs in Tayside, Scotland. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2023; 120:104159. [PMID: 37574644 DOI: 10.1016/j.drugpo.2023.104159] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Revised: 07/31/2023] [Accepted: 08/01/2023] [Indexed: 08/15/2023]
Abstract
BACKGROUND People Who Use Drugs (PWUD) are at high risk of non-fatal overdose and other drug-related harms. The United Kingdom drugs policy landscape makes it challenging to support those at risk. Tayside, in East Scotland, has a sizeable population at risk of drug-related harms. In 2021, the National Health Service implemented a care pathway for PWUD to provide multidimensional healthcare interventions. We aimed to quantify drug-related harms; assess wider health and well-being; and understand substance use trends and behaviours, among those engaged in the pathway. METHODS Existing community-embedded blood-borne virus pathways were adapted to provide multiple healthcare assessments over three visits. We undertook an observational cohort study to analyse uptake and outcomes for the initial cohort of PWUD engaged at appointment one. RESULTS From August 2021-September 2022, 150 PWUD engaged with the pathway. Median age was 39 (34-42) years, 108 (72%) were male, and 124 (83%) lived in deprived areas. Seventy (47%) had been disengaged from healthcare for over a year. Polysubstance use was reported by 124 (83%), 42 (28%) disclosed injecting daily, and 54 (36%) shared equipment. Fifty-four (36%) experienced recent non-fatal overdose, and there were six overdose fatalities (4.1 [1.5-9.0] per 100PY). The offer of take-home naloxone was accepted by 108 (72%). Fourteen (9%) were diagnosed with Hepatitis C and two (1%) with HIV. Renal, hepatological, and endocrine impairment were observed among 30 (20%), 23 (15%), and 11 (7%), people respectively. Ninety-six (65%) had high risk of clinical depression. Forty-eight (32%) declined Covid-19 vaccination. CONCLUSION The pathway engaged PWUD with high exposure to recent non-fatal overdose and other drug-related harms, alongside co-morbid health issues. Our results suggest multi-dimensional health assessments coupled with harm reduction in community settings, with appropriate linkage to care, are warranted for PWUD. Service commissioners should seek to integrate these assessments where possible.
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Affiliation(s)
- Christopher J Byrne
- Division of Molecular and Clinical Medicine, University of Dundee, Dundee, Scotland; Directorate of Public Health, Kings Cross Hospital, NHS Tayside, Dundee, Scotland.
| | - Andrew Radley
- Division of Molecular and Clinical Medicine, University of Dundee, Dundee, Scotland; Directorate of Public Health, Kings Cross Hospital, NHS Tayside, Dundee, Scotland
| | - Emma Fletcher
- Directorate of Public Health, Kings Cross Hospital, NHS Tayside, Dundee, Scotland
| | - Donna Thain
- Directorate of Public Health, Kings Cross Hospital, NHS Tayside, Dundee, Scotland
| | - Brian P Stephens
- Department of Gastroenterology, Ninewells Hospital and Medical School, NHS Tayside, Dundee, Scotland
| | - John F Dillon
- Division of Molecular and Clinical Medicine, University of Dundee, Dundee, Scotland; Department of Gastroenterology, Ninewells Hospital and Medical School, NHS Tayside, Dundee, Scotland
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Benrubi LM, Silcox J, Hughto J, Stopka TJ, Palacios WR, Shrestha S, Case P, Green TC. Trends and correlates of abscess history among people who inject drugs in Massachusetts: A mixed methods exploration of experiences amidst a rapidly evolving drug supply. DRUG AND ALCOHOL DEPENDENCE REPORTS 2023; 8:100176. [PMID: 37753348 PMCID: PMC10518505 DOI: 10.1016/j.dadr.2023.100176] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 12/27/2022] [Revised: 06/09/2023] [Accepted: 06/13/2023] [Indexed: 09/28/2023]
Abstract
Background Injection drug use poses significant risk for skin and soft tissue infections, such as abscesses. In places with endemic fentanyl and an increasingly contaminated drug supply, injecting and injection-related harms may be increasing, yet are understudied. We aimed to explore abscess prevalence, experiences, and themes among people who inject drugs (PWID) in the context of an evolving drug supply. Methods Between 2019 and 2022, we surveyed and interviewed Massachusetts- based PWID about current drug use behaviors and abscess experiences. Chi-square tests explored correlates of abscess history and trends for past-year abscess percentages over time. Transcribed interview data were analyzed to identify themes related to abscess risk and opportunities for intervention. Results Of the 297 PWID surveyed, 65.3% reported having an abscess at the injection site in their lifetime; 67.5% of these instances occurred within the last year. Reported past-year abscesses increased from 36.7% to 75.6% between 2019 and 2022. Correlates of past-year abscesses included frequent injection; methamphetamine, crack, or fentanyl use; and injection into the neck or calf. Methadone treatment was associated with significantly fewer recent abscesses. Interview data (n=151) confirmed the identified abscess risks, including syringe sharing and lack of hygienic supplies. Qualitative interviews provided additional data regarding healthcare provider stigma contributing to healthcare avoidance and the self-treatment of abscesses with adverse results. Conclusions Abscesses are an increasing concern among PWID residing in areas of high fentanyl prevalence and a contaminated drug supply. Community drug checking, overdose prevention sites, injection hygiene interventions, and improved access to care are indicated.
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Affiliation(s)
- Leah M. Benrubi
- Tufts University School of Medicine, 136 Harrison Avenue, Boston, MA 02111, USA
| | - Joseph Silcox
- Brandeis University Opioid Policy Research Collaborative, 415 South Street, Waltham, MA 02453, USA
- University of Massachusetts - Boston, 100 Morrissey Boulevard, Boston, MA 02125, USA
| | - Jaclyn Hughto
- Brown University School of Public Health, 121 South Main Street, Providence, RI 02912, USA
| | - Thomas J. Stopka
- Department of Public Health and Community Medicine, Tufts University School of Medicine, 136 Harrison Avenue, Boston, MA 02111, USA
| | - Wilson R. Palacios
- University of Massachusetts, School of Criminology & Justice Studies, 113 Wilder Street, Lowell, MA 01854, USA
| | - Shikhar Shrestha
- Department of Public Health and Community Medicine, Tufts University School of Medicine, 136 Harrison Avenue, Boston, MA 02111, USA
| | - Patricia Case
- Bouve College of Health Sciences, Northeastern University, 360 Huntington Avenue, Boston, MA 02115, USA
| | - Traci C. Green
- Brandeis University Opioid Policy Research Collaborative, 415 South Street, Waltham, MA 02453, USA
- COBRE on Opioids and Overdose at Rhode Island Hospital, 1125 North Main St., Providence, RI 02902, USA
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Aghaei AM, Gholami J, Sangchooli A, Rostam-Abadi Y, Olamazadeh S, Ardeshir M, Baheshmat S, Shadloo B, Taj M, Saeed K, Rahimi-Movaghar A. Prevalence of injecting drug use and HIV, hepatitis B, and hepatitis C in people who inject drugs in the Eastern Mediterranean region: a systematic review and meta-analysis. Lancet Glob Health 2023; 11:e1225-e1237. [PMID: 37474230 DOI: 10.1016/s2214-109x(23)00267-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2023] [Revised: 05/25/2023] [Accepted: 06/01/2023] [Indexed: 07/22/2023]
Abstract
BACKGROUND Considerable disease burden is attributed to injecting drug use (IDU). This regional systematic review and meta-analysis aimed to assess the prevalence of IDU and the characteristics of people who inject drugs in the 22 countries of the WHO Eastern Mediterranean region. METHODS We conducted a systematic review and meta-analysis on the prevalence of IDU, estimation of the population size of people who inject drugs, the characteristics of people who inject drugs, commonly injected drugs, the prevalence of HIV, hepatitis C virus, and hepatitis B virus in people who inject drugs, and opioid agonist treatment and needle and syringe programme services. We searched PubMed, Web of Science, Scopus, Embase, and the Index Medicus for the Eastern Mediterranean Region for documents published between Jan 1, 2010, and April 17, 2022, with no language restrictions. We also searched government reports, civil society information, and UN websites and databases for grey literature published between Jan 1, 2010, and April 17, 2022. Documents were eligible if they reported or estimated an indicator of interest, or reported enough data to permit calculation of the indicator. We extracted data from the eligible documents and calculated national and regional estimates. FINDINGS We identified 38 283 documents and included 201 documents in the systematic review. A total of 115 documents were included for the four outcomes for which meta-analyses were performed. The number of people who inject drugs was estimated as 864 597 (95% CI 641 909-1 205 255), amounting to a prevalence of 20·0 per 10 000 adults (95% CI 14·9-27·9) in the region. Among people who inject drugs, the prevalence of HIV was estimated as 19·22% (95% CI 12·86-26·36), hepatitis C virus as 44·82% (29·32-61·16), and hepatitis B virus as 2·66% (0·84-7·26). Countries varied greatly regarding the variables of interest and the availability of relevant data. Nine countries provided needle and syringe programme services and seven countries provided opioid agonist treatment services, mostly with very low, low, or unclear coverage. INTERPRETATION The prevalence of IDU in the Eastern Mediterranean region is lower than the global mean, particularly among women. The HIV infection rate is higher than the global mean, and the hepatitis C virus infection rate is lower than the global mean. Harm-reduction services are underdeveloped. Data collection on IDU and provision of services need improvement in the region. FUNDING World Health Organization. TRANSLATIONS For the Arabic, Farsi and French translations of the abstract see Supplementary Materials section.
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Affiliation(s)
- Ardavan Mohammad Aghaei
- Iranian National Center for Addictions Studies, Tehran University of Medical Sciences, Tehran, Iran
| | - Jaleh Gholami
- Iranian National Center for Addictions Studies, Tehran University of Medical Sciences, Tehran, Iran
| | - Arshiya Sangchooli
- Iranian National Center for Addictions Studies, Tehran University of Medical Sciences, Tehran, Iran
| | - Yasna Rostam-Abadi
- Iranian National Center for Addictions Studies, Tehran University of Medical Sciences, Tehran, Iran
| | - Sogol Olamazadeh
- Iranian National Center for Addictions Studies, Tehran University of Medical Sciences, Tehran, Iran
| | - Maryam Ardeshir
- Iranian National Center for Addictions Studies, Tehran University of Medical Sciences, Tehran, Iran
| | - Shahab Baheshmat
- Iranian National Center for Addictions Studies, Tehran University of Medical Sciences, Tehran, Iran
| | - Behrang Shadloo
- Iranian National Center for Addictions Studies, Tehran University of Medical Sciences, Tehran, Iran
| | - Mahshid Taj
- Mental Health and Substance Abuse Unit, Department of Non-Communicable Diseases and Mental Health, World Health Organization Regional Office for the Eastern Mediterranean, Cairo, Egypt
| | - Khalid Saeed
- Mental Health and Substance Abuse Unit, Department of Non-Communicable Diseases and Mental Health, World Health Organization Regional Office for the Eastern Mediterranean, Cairo, Egypt
| | - Afarin Rahimi-Movaghar
- Iranian National Center for Addictions Studies, Tehran University of Medical Sciences, Tehran, Iran.
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Uusküla A, Feelemyer J, Des Jarlais DC. HIV treatment, antiretroviral adherence and AIDS mortality in people who inject drugs: a scoping review. Eur J Public Health 2023; 33:381-388. [PMID: 36723859 PMCID: PMC10234656 DOI: 10.1093/eurpub/ckad008] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023] Open
Abstract
BACKGROUND People who inject drugs (PWID) are a key population for the prevention and care of HIV infection. METHODS This scoping review covers recent (post-2010) systematic reviews on engagement of PWID in sequential stages of HIV care from uptake, to achieving viral suppression, and to avoiding AIDS-related mortality. RESULTS We found that data on engagement of PWID into antiretroviral therapy (ART) were particularly scarce, but generally indicated very low engagement in ART. Studies of adherence and achieving viral suppression showed varying results, with PWID sometimes doing as well as other patient groups. The severity of social, medical and psychiatric disability in this population poses significant treatment challenges and leads to a marked gap in AIDS mortality between PWID and other population groups. CONCLUSIONS Given the multi-level barriers, it will be difficult to reach current targets (UNAIDS fast-track targets of 95-95-95) for ART for PWID in many locations. We suggest giving priority to reducing the likelihood that HIV seropositive PWID will transmit HIV to others and reducing morbidity and mortality from HIV infection and from other comorbidities.
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Affiliation(s)
- Anneli Uusküla
- Department of Family Medicine and Public Health, University of Tartu, Tartu, Estonia
| | | | - Don C Des Jarlais
- College of Global Public Health, New York University, New York, NY, USA
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Dumchev K, Guo X, Ha TV, Djoerban Z, Zeziulin O, Go VF, Sarasvita R, Metzger DS, Latkin CA, Rose SM, Piwowar-Manning E, Richardson P, Hanscom B, Lancaster KE, Miller WC, Hoffman IF. Causes and risk factors of death among people who inject drugs in Indonesia, Ukraine and Vietnam: findings from HPTN 074 randomized trial. BMC Infect Dis 2023; 23:319. [PMID: 37170118 PMCID: PMC10173611 DOI: 10.1186/s12879-023-08201-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2022] [Accepted: 03/27/2023] [Indexed: 05/13/2023] Open
Abstract
INTRODUCTION The HIV Prevention Trials Network (HPTN) 074 study demonstrated a positive effect of an integrated systems navigation and psychosocial counseling intervention on HIV treatment initiation, viral suppression, medication assisted treatment (MAT) enrollment, and risk of death among people who inject drugs (PWID). In this sub-study, we analyzed the incidence, causes, and predictors of death among HIV-infected and uninfected participants. METHODS The HPTN 074 randomized clinical trial was conducted in Indonesia, Ukraine, and Vietnam. HIV-infected PWID with unsuppressed viral load (indexes) were recruited together with at least one of their HIV-negative injection partners. Indexes were randomized in a 1:3 ratio to the intervention or standard of care. RESULTS The trial enrolled 502 index and 806 partner participants. Overall, 13% (66/502) of indexes and 3% (19/806) of partners died during follow-up (crude mortality rates 10.4 [95% CI 8.1-13.3] and 2.1 [1.3-3.3], respectively). These mortality rates were for indexes nearly 30 times and for partners 6 times higher than expected in a population of the same country, age, and gender (standardized mortality ratios 30.7 [23.7-39.0] and 5.8 [3.5-9.1], respectively). HIV-related causes, including a recent CD4 < 200 cells/μL, accounted for 50% of deaths among indexes. Among partners, medical conditions were the most common cause of death (47%). In the multivariable Cox model, the mortality among indexes was associated with sex (male versus female aHR = 4.2 [1.5-17.9]), CD4 count (≥ 200 versus < 200 cells/μL aHR = 0.3 [0.2-0.5]), depression (moderate-to-severe versus no/mild aHR = 2.6 [1.2-5.0]) and study arm (intervention versus control aHR = 0.4 [0.2-0.9]). Among partners, the study arm of the index remained the only significant predictor (intervention versus control aHR = 0.2 [0.0-0.9]) while controlling for the effect of MAT (never versus ever receiving MAT aHR = 2.4 [0.9-7.4]). CONCLUSIONS The results confirm that both HIV-infected and uninfected PWID remain at a starkly elevated risk of death compared to general population. Mortality related to HIV and other causes can be significantly reduced by scaling-up ART and MAT. Access to these life-saving treatments can be effectively improved by flexible integrated interventions, such as the one developed and tested in HPTN 074.
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Affiliation(s)
- Kostyantyn Dumchev
- Ukrainian Institute On Public Health Policy, 5 Biloruska Str., Office 20, Kyiv, 04050, Ukraine.
| | - Xu Guo
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Tran Viet Ha
- Dept. of Health Behavior, Gilings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Zubairi Djoerban
- Depts. of Hematology, Medical Oncology, and Medicine, Univ. of Indonesia/ Cipto Mangunkusumo Hospital, Jakarta, Indonesia
| | - Oleksandr Zeziulin
- Ukrainian Institute On Public Health Policy, 5 Biloruska Str., Office 20, Kyiv, 04050, Ukraine
| | - Vivian F Go
- Dept. of Health Behavior, Gilings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | | | - David S Metzger
- HIV Prevention Research Division, Department of Psychiatry, School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Carl A Latkin
- Dept. of Health, Behavior and Society, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, USA
| | - Scott M Rose
- Science Facilitation Department, Durham, North Carolina, FHI 360, USA
| | | | - Paul Richardson
- Dept. of Pathology, School of Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Brett Hanscom
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Kathryn E Lancaster
- Division of Epidemiology, College of Public Health, The Ohio State University, Columbus, OH, USA
| | - William C Miller
- Division of Epidemiology, College of Public Health, The Ohio State University, Columbus, OH, USA
| | - Irving F Hoffman
- Dept. of Medicine, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
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Streck JM, Klevens RM, O'Cleirigh C, Batchelder AW. Injection of Methamphetamine Has Increased in Boston, Massachusetts: 5 Waves of Centers for Disease Control and Prevention State Surveillance Data. J Addict Med 2023; 17:349-352. [PMID: 37267188 PMCID: PMC10149569 DOI: 10.1097/adm.0000000000001107] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
OBJECTIVES In the United States, the number of overdose deaths related to opioids in combination with stimulants has increased; however, the Northeast has typically been less impacted by stimulant overdose. Injection drug use (IDU) results in high mortality from overdose and infectious disease and there are racial disparities observed in overdose death rates. We examined trends in stimulant and opioid IDU, including trends stratified by race, using 5 waves of cross-sectional state surveillance data. METHODS Data came from the Centers for Disease Control and Prevention's National HIV Behavioral Surveillance system Boston, Massachusetts site, which includes 5 waves of data (2005-2018) among adults in the Boston metropolitan area reporting IDU (N = 2550). Outcome measures were type of substance injected in the past 12 months (heroin, prescription opioids, "speedball," cocaine, crack, and/or methamphetamine). RESULTS Participants were 70% male, 58% non-Hispanic White, and injected a mean of 3 different drugs in the past 12 months. From 2015 to 2018, there was a more than 2-fold increase in injection of methamphetamine (15% vs 38%, P < 0.001), a pattern which held across racial groups. Combination heroin and methamphetamine injection increased from 2015 (15%) to 2018 (35%, P < 0.001). Multiple drug injection (injecting >1 drug) increased significantly across years compared with single drug injection ( P = 0.03). CONCLUSIONS Findings suggest that increased use of methamphetamine and opioids extends to Boston. There is an urgent need for enhanced screening of methamphetamine use among those using opioids and increased access and payor coverage of efficacious treatments for stimulant and opioid use disorders (eg, contingency management and medication treatment for opioid use disorder).
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Affiliation(s)
- Joanna M Streck
- From the Department of Psychiatry, Massachusetts General Hospital, Boston, MA (JMS, CO, AWB); Harvard Medical School, Boston, MA (JMS, CO, AWB); Massachusetts Department of Public Health, Boston, MA (RMK); and The Fenway Institute, Fenway Health, Boston, MA (CO, AWB)
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Colledge-Frisby S, Ottaviano S, Webb P, Grebely J, Wheeler A, Cunningham EB, Hajarizadeh B, Leung J, Peacock A, Vickerman P, Farrell M, Dore GJ, Hickman M, Degenhardt L. Global coverage of interventions to prevent and manage drug-related harms among people who inject drugs: a systematic review. Lancet Glob Health 2023; 11:e673-e683. [PMID: 36996860 DOI: 10.1016/s2214-109x(23)00058-x] [Citation(s) in RCA: 58] [Impact Index Per Article: 29.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2022] [Revised: 01/18/2023] [Accepted: 01/27/2023] [Indexed: 03/29/2023]
Abstract
BACKGROUND Harm reduction and treatment programmes are essential for reducing harms for people who inject drugs (PWID). We aimed to update estimates from a 2017 review of global coverage of needle and syringe exchange programmes (NSPs), opioid agonist treatment (OAT), and other harm reduction services that target PWID (eg, take-home naloxone [THN] programmes, supervised consumption facilities, and drug checking services). METHODS We did a systematic review of available evidence from peer-reviewed and grey literature databases for studies published between Jan 1, 2017, and May 31, 2022. Programmatic data were collected on the availability of services, the number of sites, people accessing services, and equipment distributed in countries where there is evidence of injecting drug use. National estimates of coverage of OAT (ie, number of people accessing OAT per 100 PWID) and NSPs (ie, number of needles and syringes distributed per PWID per year) were generated where available using the most recent data. Regional and global estimates were derived and compared with WHO indicators. The study was registered with PROSPERO (CRD42020173974). FINDINGS We included 195 studies and found there were 90 countries implementing OAT (75% of the PWID population) and 94 countries implementing NSPs (88% of the global PWID population). Only five countries (2% of the global PWID population) are providing high coverage of both services. Far fewer countries were implementing THN programmes (n=43), supervised consumption facilities (n=17), and drug checking services (n=26), with nine countries implementing all five services. Globally, we estimated there were 18 (95% uncertainty interval [UI] 12-27) people accessing OAT per 100 PWID, and 35 (95% UI 24-52) needles and syringes being distributed per person who injects drugs per year. More countries reported high (OAT 24; NSPs 10), moderate (OAT 8; NSPs 15), and low (OAT 38; NSPs 47) coverage of services compared with the previous review. INTERPRETATION Global coverage of OAT and NSPs has increased modestly in the past 5 years but remains low for most countries. Programmatic data on other key harm reduction interventions are scarce. FUNDING Australian National Health and Medical Research Council.
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Affiliation(s)
- Samantha Colledge-Frisby
- National Drug Research Institute Melbourne, Curtin University, Melbourne, VIC, Australia; National Drug and Alcohol Research Centre, University of New South Wales, Sydney, NSW, Australia.
| | - Sophie Ottaviano
- National Drug and Alcohol Research Centre, University of New South Wales, Sydney, NSW, Australia
| | - Paige Webb
- National Drug and Alcohol Research Centre, University of New South Wales, Sydney, NSW, Australia
| | - Jason Grebely
- The Kirby Institute, University of New South Wales, Sydney, NSW, Australia
| | - Alice Wheeler
- The Kirby Institute, University of New South Wales, Sydney, NSW, Australia
| | - Evan B Cunningham
- The Kirby Institute, University of New South Wales, Sydney, NSW, Australia
| | - Behzad Hajarizadeh
- The Kirby Institute, University of New South Wales, Sydney, NSW, Australia
| | - Janni Leung
- National Centre for Youth Substance Use Research, University of Queensland, Brisbane, QLD, Australia
| | - Amy Peacock
- National Drug and Alcohol Research Centre, University of New South Wales, Sydney, NSW, Australia
| | - Peter Vickerman
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
| | - Michael Farrell
- National Drug and Alcohol Research Centre, University of New South Wales, Sydney, NSW, Australia
| | - Gregory J Dore
- The Kirby Institute, University of New South Wales, Sydney, NSW, Australia
| | - Matthew Hickman
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
| | - Louisa Degenhardt
- National Drug and Alcohol Research Centre, University of New South Wales, Sydney, NSW, Australia
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Holmén E, Warnqvist A, Kåberg M. Sweden's first Take-Home Naloxone program: participant characteristics, dose endpoints and predictors for overdose reversals. Subst Abuse Treat Prev Policy 2023; 18:24. [PMID: 37087485 PMCID: PMC10121425 DOI: 10.1186/s13011-023-00533-2] [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: 01/22/2023] [Accepted: 04/04/2023] [Indexed: 04/24/2023] Open
Abstract
BACKGROUND Opioid overdoses are a growing concern, particularly among people who inject drugs. Sweden, with a comparatively high proportion of drug-related mortality, introduced its first Take-Home Naloxone (THN) program in 2018, at the Stockholm needle and syringe program (NSP). In this study we compare THN participant characteristics regarding refills and overdose reversals as well as investigate predictors associated with number of reversals. We also investigate interventions performed in overdose situations and endpoints for naloxone doses. METHODS This was a prospective open inclusion cohort study conducted between January 24th 2018 and March 31st 2022 at the Stockholm NSP. Participants received THN, free of charge, after a training session and provided data regarding drug use and overdose experiences. During refill visits, participants reported if the naloxone was used for overdose reversal and, if so, responded to a ten-item questionnaire which included stating whether the naloxone recipient was the participant themselves or somebody else. Questionnaire data was combined with NSP database demographic data. Zero-inflated Poisson regression was applied to analyse predictors for number of reported overdose reversals. RESULTS Among study participants (n = 1,295), 66.5% stated opioids as their primary drug, and 61.4% and 81.0% had previous experience of a personal or witnessed overdose, respectively. Overall, 44.0% of participants reported a total of 1,625 overdose reversals and the victim was known to have survived in 95.6% of cases. Stimulant use (aIRR 1.26; 95% CI 1.01, 1.58), benzodiazepine use (aIRR 1.75; 95% CI 1.1, 2.78) and homelessness (aIRR 1.35; 95% CI 1.06, 1.73) were predictors associated with an increased number of reported overdose reversals. Mortality was higher among those who reported at least one overdose reversal (HR 3.4; 95% CI 2.2, 5.2). CONCLUSIONS An NSP's existent framework can be utilised to effectively implement a THN program, provide basic training and reach numerous high-risk individuals. During the four-year study, THN participants reversed a sizeable number of potentially fatal overdoses, of which many were reported by participants whose primary drug was not opioids. Naloxone refill rate was high, indicating that participants were motivated to maintain a supply of naloxone in case of future overdose events.
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Affiliation(s)
- Elin Holmén
- Centre for Psychiatry Research, Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden.
- Stockholm Needle and Syringe Program, Stockholm Centre for Dependency Disorders, Stockholm, Sweden.
| | - Anna Warnqvist
- Division of Biostatistics, Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Martin Kåberg
- Stockholm Needle and Syringe Program, Stockholm Centre for Dependency Disorders, Stockholm, Sweden
- Department of Global Public Health, Karolinska Institutet, Stockholm, Sweden
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Mao W, Shalaby R, Agyapong VIO. Interventions to Reduce Repeat Presentations to Hospital Emergency Departments for Mental Health Concerns: A Scoping Review of the Literature. Healthcare (Basel) 2023; 11:1161. [PMID: 37107995 PMCID: PMC10138571 DOI: 10.3390/healthcare11081161] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2023] [Revised: 04/13/2023] [Accepted: 04/15/2023] [Indexed: 04/29/2023] Open
Abstract
BACKGROUND The number of readmissions to the emergency department (ED) for mental health services each year is significant, which increases healthcare costs and negatively affects the morale and quality of life of patients and their families. OBJECT This scoping review aimed to establish a better understanding of interventions that have been implemented to reduce psychiatric patient readmission and ED use within the ED, to identify areas for improvement, and therefore to assist in the development of more effective actions in the future. METHOD The scoping review was conducted on several bibliographic databases to identify relevant studies. Two researchers independently screened and reviewed titles, abstracts, and full-text articles that met the inclusion criteria. Using Covidence software, 26 out of 6951 studies were eligible for inclusion in this scoping review based on the PRISMA checklist. Data were extracted, collated, summarized, presented, and discussed. RESULT This review identified 26 studies which examined interventions aimed to reduce ED visits, such as the High Alert Program (HAP), the Patient-Centered Medical Home (PCMH), the Primary Behavioral Health Care Integration (PBHCI), and the Collaborative Care (CC) Program, etc. Twenty-three of the studies were conducted in North America, while the rest were conducted in Europe and Australia. A total of 16 studies examined interventions directed to any mental health conditions, while the rest addressed specific health conditions, such as substance use disorders, schizophrenia, anxiety, depression. Interventions involved comprehensive and multidisciplinary services, incorporation of evidence-based behavioral and pharmacological strategies, and emphasized the case management that was found to be effective. Additionally, there was a marked consideration for diverse mental health groups, such as those with substance use disorder and of young age. Most interventions showed a positive effect on reducing psychiatric ED visits. CONCLUSION Various initiatives have been implemented worldwide to reduce the number of emergency department visits and the associated burden on healthcare systems. This review highlights the greater need for developing more accessible interventions, as well as setting up a comprehensive community health care system aiming to reduce frequent ED presentations.
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Affiliation(s)
- Wanying Mao
- Department of Psychiatry, University of Alberta, Edmonton, AB T6G 1C9, Canada; (R.S.); (V.I.O.A.)
| | - Reham Shalaby
- Department of Psychiatry, University of Alberta, Edmonton, AB T6G 1C9, Canada; (R.S.); (V.I.O.A.)
| | - Vincent Israel Opoku Agyapong
- Department of Psychiatry, University of Alberta, Edmonton, AB T6G 1C9, Canada; (R.S.); (V.I.O.A.)
- Department of Psychiatry, Faculty of Medicine, Dalhousie University, 5909 Veterans, Memorial Lane, 8th Floor Abbie J. Lane Memorial Building, QEII Health Sciences Centre, Halifax, NS B3H 2E2, Canada
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Lanièce Delaunay C, Klein MB, Godin A, Cox J, Kronfli N, Lebouché B, Doyle C, Maheu-Giroux M. Public health interventions, priority populations, and the impact of COVID-19 disruptions on hepatitis C elimination among people who have injected drugs in Montreal (Canada): A modeling study. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2023; 116:104026. [PMID: 37075626 PMCID: PMC10080278 DOI: 10.1016/j.drugpo.2023.104026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Revised: 04/01/2023] [Accepted: 04/03/2023] [Indexed: 04/21/2023]
Abstract
BACKGROUND In Montreal (Canada), high hepatitis C virus (HCV) seroincidence (21 per 100 person-years in 2017) persists among people who have injected drugs (PWID) despite relatively high testing rates and coverage of needle and syringe programs (NSP) and opioid agonist therapy (OAT). We assessed the potential of interventions to achieve HCV elimination (80% incidence reduction and 65% reduction in HCV-related mortality between 2015 and 2030) in the context of COVID-19 disruptions among all PWID and PWID living with HIV. METHODS Using a dynamic model of HCV-HIV co-transmission, we simulated increases in NSP (from 82% to 95%) and OAT (from 33% to 40%) coverage, HCV testing (every 6 months), or treatment rate (100 per 100 person-years) starting in 2022 among all PWID and PWID living with HIV. We also modeled treatment scale-up among active PWID only (i.e., people who report injecting in the past six months). We reduced intervention levels in 2020-2021 due to COVID-19-related disruptions. Outcomes included HCV incidence, prevalence, and mortality, and proportions of averted chronic HCV infections and deaths. RESULTS COVID-19-related disruptions could have caused temporary rebounds in HCV transmission. Further increasing NSP/OAT or HCV testing had little impact on incidence. Scaling-up treatment among all PWID achieved incidence and mortality targets among all PWID and PWID living with HIV. Focusing treatment on active PWID could achieve elimination, yet fewer projected deaths were averted (36% versus 48%). CONCLUSIONS HCV treatment scale-up among all PWID will be required to eliminate HCV in high-incidence and prevalence settings. Achieving elimination by 2030 will entail concerted efforts to restore and enhance pre-pandemic levels of HCV prevention and care.
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Affiliation(s)
- Charlotte Lanièce Delaunay
- Department of Epidemiology and Biostatistics, McGill University, Montreal, Quebec, Canada; Centre for Outcomes Research and Evaluation, Research Institute of the McGill University Health Centre, Montreal, Quebec, Canada
| | - Marina B Klein
- Department of Epidemiology and Biostatistics, McGill University, Montreal, Quebec, Canada; Centre for Outcomes Research and Evaluation, Research Institute of the McGill University Health Centre, Montreal, Quebec, Canada; Department of Medicine, McGill University Health Centre, Montreal, Quebec, Canada; CIHR Canadian HIV Trials Network, Vancouver, British Columbia, Canada
| | - Arnaud Godin
- Department of Medicine, McGill University Health Centre, Montreal, Quebec, Canada
| | - Joseph Cox
- Department of Epidemiology and Biostatistics, McGill University, Montreal, Quebec, Canada; Centre for Outcomes Research and Evaluation, Research Institute of the McGill University Health Centre, Montreal, Quebec, Canada; Department of Medicine, McGill University Health Centre, Montreal, Quebec, Canada
| | - Nadine Kronfli
- Department of Epidemiology and Biostatistics, McGill University, Montreal, Quebec, Canada; Centre for Outcomes Research and Evaluation, Research Institute of the McGill University Health Centre, Montreal, Quebec, Canada; Department of Medicine, McGill University Health Centre, Montreal, Quebec, Canada
| | - Bertrand Lebouché
- Centre for Outcomes Research and Evaluation, Research Institute of the McGill University Health Centre, Montreal, Quebec, Canada; Department of Medicine, McGill University Health Centre, Montreal, Quebec, Canada; Department of Family Medicine, McGill University, Montreal, Quebec, Canada
| | - Carla Doyle
- Department of Epidemiology and Biostatistics, McGill University, Montreal, Quebec, Canada
| | - Mathieu Maheu-Giroux
- Department of Epidemiology and Biostatistics, McGill University, Montreal, Quebec, Canada.
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