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Patton T, Trillo‐Park S, Swift B, Bórquez A. Early detection and prediction of non-fatal drug-related incidents and fatal overdose outbreaks using the Farrington algorithm. Addiction 2025; 120:266-275. [PMID: 39313416 PMCID: PMC11707314 DOI: 10.1111/add.16674] [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: 03/03/2024] [Accepted: 08/13/2024] [Indexed: 09/25/2024]
Abstract
AIMS The aim of this study was to assess the validity of undertaking time-series analyses on both fatal and non-fatal drug overdose outcomes for the surveillance of emerging drug threats, and to determine the validity of analyzing non-fatal indicators to support the early detection of fatal overdose outbreaks. DESIGN, SETTING AND PARTICIPANTS Time-series analyses using county-level data containing fatal overdoses and non-fatal overdose counts were collected at monthly intervals between 2015 and 2021 in California and Florida, USA. To analyze these data, we used the Farrington algorithm (FA), a method used to detect aberrations in time-series data such that an abnormal increase in counts relative to previous observations would result in an alert. The FA's performance was compared with a bench-mark approach, using the standard deviation as an aberration detection threshold. We evaluated whether monthly alerts in non-fatal overdose can aid in identifying fatal drug overdose outbreaks, defined as a statistically significant increase in the 6-month overdose death rate. We also conducted analyses across regions, i.e. clusters of counties. MEASUREMENTS Measurements were taken during emergency department and emergency medical service visits. FINDINGS Both methods yielded a similar proportion of alerts across scenarios for non-fatal overdoses, while the bench-mark method yielded more alerts for fatal overdoses. For both methods, the correlations between surveillance evaluations were relatively poor in the detection of aberrations (typically < 35%) but were high between evaluations yielding no alerts (typically > 75%). For ongoing fatal overdose outbreaks, a strategy based on the detection of alerts at the county level from either method yielded a sensitivity of 66% for both California and Florida. At the regional level, the equivalent analyses had sensitivities of 81% for California and 77% for Florida. CONCLUSION Aberration detection methods can support the early detection of fatal drug overdose outbreaks, particularly when methodologies are applied in combination rather than individual methods separately.
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Affiliation(s)
- Thomas Patton
- Division of Infectious Diseases and Global Public HealthUCSD Department of Medicine9500 Gilman DriveLa JollaCAUSA
| | - Sharon Trillo‐Park
- Division of Infectious Diseases and Global Public HealthUCSD Department of Medicine9500 Gilman DriveLa JollaCAUSA
| | - Bethan Swift
- Wellcome Centre for Human GeneticsUniversity of OxfordOxfordUK
- Nuffield Department of Women's and Reproductive Health, John Radcliffe HospitalUniversity of OxfordOxfordUK
| | - Annick Bórquez
- Division of Infectious Diseases and Global Public HealthUCSD Department of Medicine9500 Gilman DriveLa JollaCAUSA
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Galimberti M, Levey DF, Deak JD, Zhou H, Stein MB, Gelernter J. Genetic influences and causal pathways shared between cannabis use disorder and other substance use traits. Mol Psychiatry 2024; 29:2905-2910. [PMID: 38580809 PMCID: PMC11419938 DOI: 10.1038/s41380-024-02548-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/05/2024] [Revised: 03/25/2024] [Accepted: 03/28/2024] [Indexed: 04/07/2024]
Abstract
Cannabis use disorder (CanUD) has increased with the legalization of the use of cannabis. Around 20% of individuals using cannabis develop CanUD, and the number of users has grown with increasing ease of access. CanUD and other substance use disorders (SUDs) are associated phenotypically and genetically. We leveraged new CanUD genomics data to undertake genetically-informed analyses with unprecedented power, to investigate the genetic architecture and causal relationships between CanUD and lifetime cannabis use with risk for developing SUDs and substance use traits. Analyses included calculating local and global genetic correlations, genomic structural equation modeling (genomicSEM), and Mendelian Randomization (MR). Results from the genetic correlation and genomicSEM analyses demonstrated that CanUD and cannabis use differ in their relationships with SUDs and substance use traits. We found significant causal effects of CanUD influencing all the analyzed traits: opioid use disorder (OUD) (Inverse variant weighted, IVW β = 0.925 ± 0.082), problematic alcohol use (PAU) (IVW β = 0.443 ± 0.030), drinks per week (DPW) (IVW β = 0.182 ± 0.025), Fagerström Test for Nicotine Dependence (FTND) (IVW β = 0.183 ± 0.052), cigarettes per day (IVW β = 0.150 ± 0.045), current versus former smokers (IVW β = 0.178 ± 0.052), and smoking initiation (IVW β = 0.405 ± 0.042). We also found evidence of bidirectionality showing that OUD, PAU, smoking initiation, smoking cessation, and DPW all increase risk of developing CanUD. For cannabis use, bidirectional relationships were inferred with PAU, smoking initiation, and DPW; cannabis use was also associated with a higher risk of developing OUD (IVW β = 0.785 ± 0.266). GenomicSEM confirmed that CanUD and cannabis use load onto different genetic factors. We conclude that CanUD and cannabis use can increase the risk of developing other SUDs. This has substantial public health implications; the move towards legalization of cannabis use may be expected to increase other kinds of problematic substance use. These harmful outcomes are in addition to the medical harms associated directly with CanUD.
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Affiliation(s)
- Marco Galimberti
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
- Veterans Affairs Connecticut Healthcare System, West Haven, CT, USA
| | - Daniel F Levey
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
- Veterans Affairs Connecticut Healthcare System, West Haven, CT, USA
| | - Joseph D Deak
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
- Veterans Affairs Connecticut Healthcare System, West Haven, CT, USA
| | - Hang Zhou
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
- Veterans Affairs Connecticut Healthcare System, West Haven, CT, USA
| | - Murray B Stein
- Department of Psychiatry and School of Public Health, University of California San Diego, La Jolla, CA, USA
- VA San Diego Healthcare System, San Diego, CA, USA
| | - Joel Gelernter
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA.
- Veterans Affairs Connecticut Healthcare System, West Haven, CT, USA.
- Departments of Genetics and Neuroscience, Yale University School of Medicine, New Haven, CT, USA.
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Onohuean H, Oosthuizen F. Multinational appraisal of the epidemiological distribution of opioid fatalities: a systematic review and meta-analysis. Front Psychiatry 2024; 14:1290461. [PMID: 38250280 PMCID: PMC10796457 DOI: 10.3389/fpsyt.2023.1290461] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/08/2023] [Accepted: 11/09/2023] [Indexed: 01/23/2024] Open
Abstract
Background The global or multinational scientific evidence on the distribution of opioid fatality is unknown. Hence, the current study collects epidemiological characteristics to shed light on the ongoing global or multinational opioid crisis and to promote the development of public health prevention/management strategies. Method All documents on PRISMA standards were retrieved via electronic databases. Results Among the 47 articles relevant to our studies, which depict a total population size of 10,191 individuals, the prevalence of opioid fatal overdose was 15,022 (14.74%). Among the 47 articles, 14 of them reported the gender of the participants, with 22,125 (15.79%) male individuals and 7,235 (5.17%) female individuals, and the age distribution of the participants that was most affected by the overdose was as follows: 29,272 (31.13%) belonged to the 18-34-year-old age group and 25,316 (26.92%) belonged to the less than 18-year-old age group. Eighteen studies qualified for the meta-analysis of the multinational prevalence of fatal opioid overdose, depicting an overall pooled prevalence estimate of 19.66%, with 95% CIs (0.13-0.29), I2 = 99.76% determined using the random-effects model, and Q statistic of 7198.77 (p < 0.0001). The Egger test models of publication bias revealed an insubstantial level of bias (p = 0.015). The subgroup analysis of the study design (cohort or other) revealed that others have the highest prevalence estimate of 34.37, 95% CIs (0.1600-0.5901), I2 = 97.04%, and a sample size of less than 1,000 shows the highest prevalence of 34.66, 95% CIs (0.2039-0.5234), I2 = 97.82%, compared to that of more than 1,000 with a prevalence of 12.28, 95% CIs (0.0675-0.2131), I2 = 99.85%. The meta-regression analysis revealed that sample size (less-than or greater-than 1,000), (p = 0.0098; R2 = 3.83%) is significantly associated with the observed heterogeneity. Conclusion Research-based findings of fatal opioid overdose are grossly lacking in middle- and low-income nations. We established that there is a need for opioid fatality surveillance systems in developing nations.
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Affiliation(s)
- Hope Onohuean
- Biopharmaceutics Unit, Department of Pharmacology and Toxicology, Kampala International University Western Campus, Ishaka-Bushenyi, Uganda
- Discipline of Pharmaceutical Sciences, College of Health Sciences, University of KwaZulu-Natal, Durban, South Africa
| | - Frasia Oosthuizen
- Discipline of Pharmaceutical Sciences, College of Health Sciences, University of KwaZulu-Natal, Durban, South Africa
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Feder KA, Patel EU, Buresh M, Kirk GD, Mehta SH, Genberg BL. Trends in self-reported non-fatal overdose and patterns of substance use before and during the COVID-19 pandemic in a prospective cohort of adults who have injected drugs - Baltimore, Maryland, 2014-2022. Drug Alcohol Depend 2023; 251:110954. [PMID: 37716287 PMCID: PMC10538370 DOI: 10.1016/j.drugalcdep.2023.110954] [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: 04/18/2023] [Revised: 07/25/2023] [Accepted: 08/26/2023] [Indexed: 09/18/2023]
Abstract
BACKGROUND Overdose deaths increased during the COVID-19 pandemic in the United States. Less is known about drug use behavior changes during the same time period. We examined differences in non-fatal overdose and drug use behaviors before and after the start of the COVID-19 pandemic in a community-recruited cohort of adults who have injected drugs. METHODS 721 participants attended 7401 visits between Jan 2014 and Mar 2022. Outcomes (non-fatal overdose, drug route of administration, type of drugs used) were assessed via self-report in the last six months. We compared pre-pandemic (Jan 2014-Mar 2020) to inter-pandemic (Dec 2020-Mar 2022) prevalence of each outcome using Cohcrane-Maentel-Haeszel odds ratios (CMH-OR). We then estimated probabilities for transitioning between specific behaviors from participants' last pre-pandemic visit to their first inter-pandemic visit. RESULTS Comparing pre-pandemic visits to inter-pandemic visits, the prevalence of non-fatal overdose did not change (CMH-OR 1.06, 95% CI 0.75-1.50); the prevalence of injection (CMH-OR 0.13, 95% CI 0.1-0.17) and non-injection (CMH-OR 0.51, 95% CI 0.42-0.61) drug use declined. More than a third (35.7%) of persons using both injection and non-injection drugs pre-pandemic transitioned to exclusive non-injection use during the pandemic. By contrast, few (4.0%) persons using non-injection drugs exclusively pre-pandemic transitioned to injecting during the pandemic. CONCLUSION Among adults who have injected drugs, the start of the COVID-19 pandemic was associated with a reduced drug use prevalence and transitions from injection to non-injection use. Average overdose prevalence was unchanged, but these behavior changes may have helped mitigate overdose harm.
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Affiliation(s)
- Kenneth A Feder
- Department of Mental Health, Bloomberg School of Public Health, USA.
| | - Eshan U Patel
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, USA
| | - Megan Buresh
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, USA; Department of Medicine, Johns Hopkins University School of Medicine, USA
| | - Gregory D Kirk
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, USA; Department of Medicine, Johns Hopkins University School of Medicine, USA
| | - Shruti H Mehta
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, USA
| | - Becky L Genberg
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, USA
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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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Fleury MJ, Cao Z, Grenier G, Huỳnh C. Predictors of Death From Physical Illness or Accidental/Intentional Causes Among Patients With Substance-Related Disorders. CANADIAN JOURNAL OF PSYCHIATRY. REVUE CANADIENNE DE PSYCHIATRIE 2023; 68:163-177. [PMID: 36317322 PMCID: PMC9974654 DOI: 10.1177/07067437221136461] [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] [Indexed: 02/28/2023]
Abstract
OBJECTIVE This study identified patient clinical and sociodemographic characteristics, and, more originally, service use patterns as predictors of death from physical illness or accidental/intentional causes. METHODS A cohort of 19,015 patients with substance-related disorders (SRD) from 14 addiction treatment centers was investigated using Quebec (Canada) health administrative databases. Death was studied over a 3-year period (April 1, 2013, to March 31, 2016), and most predictors from 4 years to 12 months prior to the time of death, using multinomial logistic regression. RESULTS Frequent emergency department (ED) use strongly predicted both causes of death, suggesting that outpatient care responded inadequately to patient needs. Only receipt of specialized SRD and psychiatric care significantly decreased the risk of death from physical illness, with trends toward significance for accidental/intentional death. Hospitalization, greater material deprivation and having SRD-chronic physical illnesses or alcohol-related disorders most strongly predicted risk of death from physical illness. Sociodemographic characteristics, mainly social deprivation, were more likely to predict accidental/intentional death. CONCLUSIONS Outpatient services could be improved by increasing outreach and motivational interventions and, for ED and hospital units, better screening, brief intervention, and referral to treatment, particularly for men and socially deprived patients at high risk of accidental/intentional death. Patients with more severe health conditions, notably older or materially deprived men at higher risk of death from physical illness, could benefit from programs like assertive community treatment or intensive case management that respond well to diverse and continuous patient needs. Collaborative care between SRD and health services could also be improved.
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Affiliation(s)
- Marie-Josée Fleury
- Department of Psychiatry, McGill University, Douglas Hospital Research Centre, Montreal, Canada
| | - Zhirong Cao
- Douglas Hospital Research Centre, Montreal, Canada
| | - Guy Grenier
- Douglas Hospital Research Centre, Montreal, Canada
| | - Christophe Huỳnh
- Institut Universitaire sur les Dépendances, Centre Intégré Universitaire de Santé et des Services Sociaux du Centre-Sud-de-l’Île-de-Montréal, Montreal, Canada
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Domzaridou E, Carr MJ, Webb RT, Millar T, Ashcroft DM. Non-fatal overdose risk during and after opioid agonist treatment: A primary care cohort study with linked hospitalisation and mortality records. Lancet Reg Health Eur 2022; 22:100489. [PMID: 36034051 PMCID: PMC9399254 DOI: 10.1016/j.lanepe.2022.100489] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022] Open
Abstract
Background The initiation and cessation of opioid agonist treatment (OAT) have both been associated with elevated risk of fatal overdose. We examined risk of non-fatal overdose during OAT initiation and cessation and specifically between methadone versus buprenorphine recipients. Methods We utilised primary care electronic health records from the Clinical Practice Research Datalink to delineate a study cohort of adults aged 18-64 who were prescribed OAT between Jan 1, 1998 and Dec 31, 2017. These records were linked to hospitalisation, mortality records and patient neighbourhood and practice-level Index of Multiple Deprivation quintiles. With inverse probability treatment weights applied and negative binomial regression models we estimated incidence rate ratios for hospital admissions among patients who experienced multiple overdoses. Findings A total of 20898 patients were prescribed methadone or buprenorphine over 83856 person-years of follow-up. Compared with periods in treatment, patients not in treatment were 51% more likely to experience a non-fatal overdose that required hospitalisation (weighted rate ratio, wRR 1·51; 95% CI 1·42, 1·60), especially during the four weeks of OAT initiation (5·59; 5·31, 5·89) and following cessation (13·39; 12·78, 14·03). The wRR of overdose during (0·37; 0·34, 0·39) and after treatment (0·36; 0·34, 0·38) favoured buprenorphine compared to methadone. Interpretation OAT is associated with decreased non-fatal overdose risk. Buprenorphine may act more protectively than methadone, especially during the first four weeks of treatment. Funding National Institute for Health and Care Research (NIHR) Greater Manchester Patient Safety Translational Research Centre (PSTRC-2016-003).
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Affiliation(s)
- Eleni Domzaridou
- National Institute for Health and Care Research Greater Manchester Patient Safety Translational Research Centre, Manchester Academic Health Science Centre, University of Manchester, UK
- Centre for Pharmacoepidemiology and Drug Safety, Division of Pharmacy and Optometry, School of Health Sciences, Faculty of Biology, Medicine and Health, University of Manchester, UK
- Corresponding author at: Centre for Pharmacoepidemiology and Drug Safety, University of Manchester, Manchester M13 9PL, UK.
| | - Matthew J. Carr
- National Institute for Health and Care Research Greater Manchester Patient Safety Translational Research Centre, Manchester Academic Health Science Centre, University of Manchester, UK
- Centre for Pharmacoepidemiology and Drug Safety, Division of Pharmacy and Optometry, School of Health Sciences, Faculty of Biology, Medicine and Health, University of Manchester, UK
| | - Roger T. Webb
- National Institute for Health and Care Research Greater Manchester Patient Safety Translational Research Centre, Manchester Academic Health Science Centre, University of Manchester, UK
- Centre for Mental Health and Safety, Division of Psychology and Mental Health, School of Health Sciences, Faculty of Biology, Medicine and Health, University of Manchester, UK
| | - Tim Millar
- Centre for Mental Health and Safety, Division of Psychology and Mental Health, School of Health Sciences, Faculty of Biology, Medicine and Health, University of Manchester, UK
| | - Darren M. Ashcroft
- National Institute for Health and Care Research Greater Manchester Patient Safety Translational Research Centre, Manchester Academic Health Science Centre, University of Manchester, UK
- Centre for Pharmacoepidemiology and Drug Safety, Division of Pharmacy and Optometry, School of Health Sciences, Faculty of Biology, Medicine and Health, University of Manchester, UK
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Gold AK, Otto MW. Impaired risk avoidance in bipolar disorder and substance use disorders. J Psychiatr Res 2022; 152:335-342. [PMID: 35785576 PMCID: PMC9308707 DOI: 10.1016/j.jpsychires.2022.05.019] [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: 08/13/2021] [Revised: 05/12/2022] [Accepted: 05/19/2022] [Indexed: 12/01/2022]
Abstract
Comorbid substance use disorders are highly prevalent in bipolar disorder, and research suggests that individuals with the comorbid presentation typically have worse outcomes than individuals with bipolar disorder without this comorbidity. However, psychosocial treatments for the comorbid presentation have not demonstrated effectiveness for both mood and substance use symptom domains, suggesting novel treatments are needed. An alternative path to treatment development is to identify mechanisms that underlie comorbid bipolar disorder and substance use disorders that can subsequently be targeted in treatment. We evaluated neurocognitive markers for impairments in risk avoidance (the tendency to engage in a persistent pattern of problematic behaviors despite negative outcomes resulting from such behaviors) as potential mechanistic variables underlying negative illness outcomes in the comorbid population. Participants with bipolar disorder (n = 45) or comorbid bipolar disorder and substance use disorders (n = 31) in a relatively euthymic mood state completed clinical risk behavior assessments, task-based risk avoidance assessments, and neurocognitive assessments. Results indicated a lack of notable between-group differences in the clinical risk composite score, task-based risk avoidance assessments, and neurocognitive assessments, with the exception of self-reported executive dysfunction which was elevated among the comorbid sample. Collapsing across group, we found that increased discounting of delayed rewards, older age, and an earlier age of (hypo)mania onset predicted an increased clinical risk composite score. These findings underscore the potential importance of delay discounting as a novel mechanistic target for reducing clinical risk behaviors among individuals with bipolar disorder both with and without comorbid substance use disorders.
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Affiliation(s)
- Alexandra K. Gold
- Department of Psychological and Brain Sciences, Boston University, Boston, MA, USA
| | - Michael W. Otto
- Department of Psychological and Brain Sciences, Boston University, Boston, MA, USA
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Seid AK, Hesse M, Houborg E, Thylstrup B. Substance Use and Violent Victimization: Evidence from a Cohort of >82,000 Patients Treated for Alcohol and Drug Use Disorder in Denmark. JOURNAL OF INTERPERSONAL VIOLENCE 2022; 37:NP12427-NP12452. [PMID: 33719700 DOI: 10.1177/0886260521997456] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
Although the association between substance use and violence has been well established, knowledge on predictors for violent victimization of individuals treated for alcohol use disorder (AUD) or drug use disorder (DUD) is lacking. Using Goldstein's tripartite conceptual framework, this study examines the relationship between substance use and violent victimization. Data were derived from national registers on persons aged between 15 and 75 years, living in Denmark, and admitted for AUD or DUD treatment during 2006-2016 (n = 82,767). Rates of new incidence of violent victimization were estimated per 10,000 person years for the patient cohort, and for an age- and gender-matched control group of 492,397 people with no history of treatment for drug and alcohol problems. The incidence of victimization for the AUD/DUD sample was 145.6 per 10,000 person years and 5.4 per 10,000 person years for the comparison cohort. Results of multivariate Cox regression on specific types of substance use supported Goldstein's psychopharmacological and economic compulsive models of victimization, but not the systemic model. Gender-stratified results showed that the use of cannabis and methadone was associated with victimization in women treated for AUD and DUD. Patients with a non-Western background were more likely to experience victimization than Danish patients. The study highlights the strong association between substance use disorder and victimization, and the important role that service providers play in addressing the high levels of victimization experienced by patients with AUD or DUD.
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Burgess-Hull AJ, Smith KE, Panlilio LV, Schriefer D, Preston KL, Alter A, Yeager C, Chizmar T, Delbridge T, Zamore K, Beeson J, Epstein DH. Nonfatal opioid overdoses before and after Covid-19: Regional variation in rates of change. PLoS One 2022; 17:e0263893. [PMID: 35263326 PMCID: PMC8906602 DOI: 10.1371/journal.pone.0263893] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2021] [Accepted: 01/29/2022] [Indexed: 01/15/2023] Open
Abstract
Background The Covid-19 pandemic and its accompanying public-health orders (PHOs) have led to (potentially countervailing) changes in various risk factors for overdose. To assess whether the net effects of these factors varied geographically, we examined regional variation in the impact of the PHOs on counts of nonfatal overdoses, which have received less attention than fatal overdoses, despite their public health significance. Methods Data were collected from the Overdose Detection Mapping Application Program (ODMAP), which recorded suspected overdoses between July 1, 2018 and October 25, 2020. We used segmented regression models to assess the impact of PHOs on nonfatal-overdose trends in Washington DC and the five geographical regions of Maryland, using a historical control time series to adjust for normative changes in overdoses that occurred around mid-March (when the PHOs were issued). Results The mean level change in nonfatal opioid overdoses immediately after mid-March was not reliably different in the Covid-19 year versus the preceding control time series for any region. However, the rate of increase in nonfatal overdose was steeper after mid-March in the Covid-19 year versus the preceding year for Maryland as a whole (B = 2.36; 95% CI, 0.65 to 4.06; p = .007) and for certain subregions. No differences were observed for Washington DC. Conclusions The pandemic and its accompanying PHOs were associated with steeper increases in nonfatal opioid overdoses in most but not all of the regions we assessed, with a net effect that was deleterious for the Maryland region as a whole.
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Affiliation(s)
- Albert J. Burgess-Hull
- National Institute on Drug Abuse Intramural Research Program, Baltimore, Maryland, United States of America
- * E-mail:
| | - Kirsten E. Smith
- National Institute on Drug Abuse Intramural Research Program, Baltimore, Maryland, United States of America
| | - Leigh V. Panlilio
- National Institute on Drug Abuse Intramural Research Program, Baltimore, Maryland, United States of America
| | - Destiny Schriefer
- National Institute on Drug Abuse Intramural Research Program, Baltimore, Maryland, United States of America
| | - Kenzie L. Preston
- National Institute on Drug Abuse Intramural Research Program, Baltimore, Maryland, United States of America
| | - Aliese Alter
- Office of National Drug Control Policy, High Intensity Drug Trafficking Area, Washington, DC, United States of America
| | - Christopher Yeager
- Office of National Drug Control Policy, High Intensity Drug Trafficking Area, Washington, DC, United States of America
| | - Timothy Chizmar
- Maryland Institute for Emergency Medical Services Systems (MIEMSS), Baltimore, Maryland, United States of America
| | - Ted Delbridge
- Maryland Institute for Emergency Medical Services Systems (MIEMSS), Baltimore, Maryland, United States of America
| | - Kenan Zamore
- District of Columbia Department of Health, Washington, DC, United States of America
| | - Jeff Beeson
- Office of National Drug Control Policy, High Intensity Drug Trafficking Area, Washington, DC, United States of America
| | - David H. Epstein
- National Institute on Drug Abuse Intramural Research Program, Baltimore, Maryland, United States of America
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Palamim CVC, Boschiero MN, Faria AG, Valencise FE, Marson FAL. Opioids in COVID-19: Two Sides of a Coin. Front Pharmacol 2022; 12:758637. [PMID: 35069193 PMCID: PMC8770909 DOI: 10.3389/fphar.2021.758637] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2021] [Accepted: 11/29/2021] [Indexed: 01/08/2023] Open
Abstract
Introduction: The treatment of most severe COVID-19 patients included the large-scale use of sedatives and analgesics-possibly in higher doses than usual-which was reported in the literature. The use of drugs that decrease mortality is necessary and opioids are important agents in procedures such as orotracheal intubation. However, these drugs seem to have been overestimated in the COVID-19 pandemic. We performed a review of the PubMed-Medline database to evaluate the use of opioids during this period. The following descriptors were used to enhance the search for papers: "Opioids", "COVID-19," "COVID-19 pandemic," "SARS-CoV-2," "Opioid use disorder," "Opioid dependence" and the names of the drugs used. We also evaluated the distribution of COVID-19 patients in Brazil and the applicability of opioids in our country during the COVID-19 pandemic. Results: Several positive points were found in the use of opioids in the COVID-19 pandemic, for instance, they can be used for analgesia in orotracheal intubation, for chronic pain management, and as coadjutant in the management of acute intensification of pain. However, high doses of opioids might exacerbate the respiratory depression found in COVID-19 patients, their chronic use can trigger opioid tolerance and the higher doses used during the pandemic might result in greater adverse effects. Unfortunately, the pandemic also affected individuals with opioid use disorder, not only those individuals are at higher risk of mortality, hospitalization and need for ventilatory support, but measures taken to decrease the SARS-CoV-2 spread such as social isolation, might negatively affect the treatment for opioid use disorder. In Brazil, only morphine, remifentanil and fentanyl are available in the basic health care system for the treatment of COVID-19 patients. Out of the 5,273,598 opioid units used in this period all over the country, morphine, fentanyl, and remifentanil, accounted for, respectively, 559,270 (10.6%), 4,624,328 (87.6%), and 90,000 (1.8%) units. Many Brazilian regions with high number of confirmed cases of COVID-19 had few units of opioids available, as the Southeast region, with a 0.23 units of opioids per confirmed COVID-19 case, and the South region, with 0.05 units. In the COVID-19 pandemic scenario, positive points related to opioids were mainly the occurrence of analgesia, to facilitate intubation and their use as coadjutants in the management of acute intensification of pain, whereas the negative points were indiscriminate use, the presence of human immunosuppressor response and increased adverse effects due to higher doses of the drug. Conclusion: The importance of rational and individualized use of analgesic hypnotics and sedative anesthetics should be considered at all times, especially in situations of high demand such as the COVID-19 pandemic.
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Affiliation(s)
- Camila Vantini Capasso Palamim
- Laboratory of Cell and Molecular Tumor Biology and Bioactive Compounds, São Francisco University, Bragança Paulista, Brazil
- Laboratory of Human and Medical Genetics, São Francisco University, Bragança Paulista, Brazil
| | - Matheus Negri Boschiero
- Laboratory of Cell and Molecular Tumor Biology and Bioactive Compounds, São Francisco University, Bragança Paulista, Brazil
- Laboratory of Human and Medical Genetics, São Francisco University, Bragança Paulista, Brazil
| | - Aléthea Guimarães Faria
- Laboratory of Cell and Molecular Tumor Biology and Bioactive Compounds, São Francisco University, Bragança Paulista, Brazil
- Laboratory of Human and Medical Genetics, São Francisco University, Bragança Paulista, Brazil
| | - Felipe Eduardo Valencise
- Laboratory of Cell and Molecular Tumor Biology and Bioactive Compounds, São Francisco University, Bragança Paulista, Brazil
- Laboratory of Human and Medical Genetics, São Francisco University, Bragança Paulista, Brazil
| | - Fernando Augusto Lima Marson
- Laboratory of Cell and Molecular Tumor Biology and Bioactive Compounds, São Francisco University, Bragança Paulista, Brazil
- Laboratory of Human and Medical Genetics, São Francisco University, Bragança Paulista, Brazil
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12
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Hesse M, Thylstrup B, Seid AK, Tjagvad C, Clausen T. A retrospective cohort study of medication dispensing at pharmacies: Administration matters! Drug Alcohol Depend 2021; 225:108792. [PMID: 34118551 DOI: 10.1016/j.drugalcdep.2021.108792] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/19/2020] [Revised: 03/26/2021] [Accepted: 03/27/2021] [Indexed: 11/19/2022]
Abstract
BACKGROUND Opioid agonist treatment (OAT) for opioid use disorders may be delivered at treatment clinics or dispensed from pharmacies, however the type of delivery may be associated with different risks and benefits. The aim of the study was to investigate whether dispensing of methadone or buprenorphine at pharmacies during treatment for opioid use disorders was associated with adverse outcomes. METHODS Retrospective cohort study using a national, linked, population-level data set from Denmark. Patients included were between 18 and 75 years, living in Denmark, and admitted for treatment for opioid use disorders during 2000-2016 (n = 9299). Cox proportional hazards regression was estimated for convictions, non-fatal overdoses, and death, after the first dispensing of either methadone or buprenorphine from a pharmacy after starting treatment. FINDINGS Of all patients, 68 % had methadone and 31 % had buprenorphine dispensed at a pharmacy. Compared with the time prior to pharmacy dispension, the risk of criminal convictions increased after having methadone dispensed from a pharmacy (adjusted hazard ratio (aHR) = 1.22, 95 % confidence interval (CI) = 1.16-1.28), non-fatal overdoses (aHR = 1.55, CI 1.41-1.71), and all-cause mortality (aHR = 1.54, CI = 1.43-1.76). After having buprenorphine dispensed at a pharmacy, risk of criminal convictions increased (aHR = 1.08, CI = 1.01-1.16) and non-fatal overdoses (aHR = 1.31, CI = 1.18-1.45), but not all-cause mortality (aHR = 1.07, CI = 0.94-1.23). CONCLUSIONS For almost all outcomes investigated across medication type, the risk of adverse events increased following a switch from clinic dispension to pharmacy dispension of medications in OAT. Medically responsible and safe provision of OAT may often require more clinical follow-up than what is typically provided when medication is dispensed at pharmacies.
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Affiliation(s)
- Morten Hesse
- Center for Alcohol and Drug Research, Aarhus University, Bartholins Allé 10, 8000, Aarhus C, Denmark.
| | - Birgitte Thylstrup
- Center for Alcohol and Drug Research, Aarhus University, Bartholins Allé 10, 8000, Aarhus C, Denmark.
| | - Abdu Kedir Seid
- Center for Alcohol and Drug Research, Aarhus University, Bartholins Allé 10, 8000, Aarhus C, Denmark.
| | - Christian Tjagvad
- Norwegian Centre for Addiction Research (SERAF), University of Oslo, Bygg 45, Ullevål sykehus, Kirkeveien 166, 0450, Oslo, Norway.
| | - Thomas Clausen
- Norwegian Centre for Addiction Research (SERAF), University of Oslo, Bygg 45, Ullevål sykehus, Kirkeveien 166, 0450, Oslo, Norway.
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13
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Bensley KMK, Kerr WC, Barnett SB, Mulia N. Postmortem screening of opioids, benzodiazepines, and alcohol among rural and urban suicide decedents. J Rural Health 2021; 38:77-86. [PMID: 33817837 DOI: 10.1111/jrh.12574] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
PURPOSE Fatal suicides involving opioids are increasingly common, particularly in rural areas. As co-use of opioids with other substances contributes significantly to mortality risk, we examined whether positive screens for opioids with other substances is more prevalent among rural versus urban suicide deaths, as this could have implications for public health strategies to reduce overdose suicides. METHODS Data from all states reporting opioid-related overdose suicides in the National Violent Death Reporting System from 2012 to 2015 were used. Relative risk ratios were obtained using multinomial logistic regression, comparing opioid-only to (1) opioid and alcohol, (2) opioid and benzodiazepines, and (3) opioid, alcohol, and benzodiazepines suicides across rurality. Models were fit using robust standard errors and fixed effects for year of death, adjusting for individual, county, and state-level covariates. FINDINGS There were 3,781 opioid-overdose suicide decedents (42% female) tested for all 3 substances during the study period. Unadjusted prevalence of positive screens in decedents varied across rurality (P = .022). Urban decedents were more likely to test positive for opioids alone, while rural decedents were more to likely test positive for opioids and benzodiazepines. CONCLUSIONS Rural suicides are associated with increased opioid and benzodiazepine positive screens. These findings suggest the need for rural-focused interventions to support appropriate co-prescribing, better health education for providers about risks associated with drug mixing, and more linkages with mental health services.
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Affiliation(s)
- Kara Marie Kubiak Bensley
- School of Public Health, University of California, Berkeley, California, USA.,Alcohol Research Group, Public Health Institute, Emeryville, California, USA
| | - William C Kerr
- Alcohol Research Group, Public Health Institute, Emeryville, California, USA
| | - Sarah Beth Barnett
- School of Public Health, University of California, Berkeley, California, USA.,Alcohol Research Group, Public Health Institute, Emeryville, California, USA
| | - Nina Mulia
- Alcohol Research Group, Public Health Institute, Emeryville, California, USA
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14
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Emergency Department Visits for Nonfatal Opioid Overdose During the COVID-19 Pandemic Across Six US Health Care Systems. Ann Emerg Med 2021; 79:158-167. [PMID: 34119326 PMCID: PMC8449788 DOI: 10.1016/j.annemergmed.2021.03.013] [Citation(s) in RCA: 83] [Impact Index Per Article: 20.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2020] [Revised: 03/02/2021] [Accepted: 03/11/2021] [Indexed: 01/28/2023]
Abstract
Study objective People with opioid use disorder are vulnerable to disruptions in access to addiction treatment and social support during the COVID-19 pandemic. Our study objective was to understand changes in emergency department (ED) utilization following a nonfatal opioid overdose during COVID-19 compared to historical controls in 6 healthcare systems across the United States. Methods Opioid overdoses were retrospectively identified among adult visits to 25 EDs in Alabama, Colorado, Connecticut, North Carolina, Massachusetts, and Rhode Island from January 2018 to December 2020. Overdose visit counts and rates per 100 all-cause ED visits during the COVID-19 pandemic were compared with the levels predicted based on 2018 and 2019 visits using graphical analysis and an epidemiologic outbreak detection cumulative sum algorithm. Results Overdose visit counts increased by 10.5% (n=3486; 95% confidence interval [CI] 4.18% to 17.0%) in 2020 compared with the counts in 2018 and 2019 (n=3020 and n=3285, respectively), despite a 14% decline in all-cause ED visits. Opioid overdose rates increased by 28.5% (95% CI 23.3% to 34.0%) from 0.25 per 100 ED visits in 2018 to 2019 to 0.32 per 100 ED visits in 2020. Although all 6 studied health care systems experienced overdose ED visit rates more than the 95th percentile prediction in 6 or more weeks of 2020 (compared with 2.6 weeks as expected by chance), 2 health care systems experienced sustained outbreaks during the COVID-19 pandemic. Conclusion Despite decreases in ED visits for other medical emergencies, the numbers and rates of opioid overdose-related ED visits in 6 health care systems increased during 2020, suggesting a widespread increase in opioid-related complications during the COVID-19 pandemic. Expanded community- and hospital-based interventions are needed to support people with opioid use disorder and save lives during the COVID-19 pandemic.
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15
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Shreffler J, Shaw I, McGee S, Bishop C, Thé S, O'Brien D, Price T, Huecker M. Perceptions diverge on aspects related to substance use disorder: An analysis of individuals in recovery, physicians, nurses, and medical students. Subst Abus 2021; 42:896-904. [PMID: 33705253 DOI: 10.1080/08897077.2021.1892014] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
Background: Interactions with healthcare workers can provide effective entrance into treatment, ensuring retention and lifelong recovery for individuals with Substance Use Disorder (SUD). Healthcare providers approach the challenges of patient management with different skills, comfort levels, and viewpoints. Individuals in recovery also provide crucial perspectives relevant to the complex aspects of the drug epidemic. The purpose of this study was to determine if perceptions of SUD diverge among individuals in recovery, physicians, nurses and medical students. Methods: A survey consisting of 29 Likert statements was deployed to physicians, nurses, medical students, and persons with SUD in recovery. Respondents were asked to rate their level of agreement on statements about SUD such as treatment, stigma, medications for opioid use disorder (MOUD), naloxone kits, safe injection sites, and methamphetamine usage. Separate Welch's analysis of variances (ANOVAs) were conducted to determine differences between the respondent groups and each statement. For any statistically significant findings, Games-Howell post-hoc analyses were employed. Results: A total of 523 individuals provided survey responses: individuals in recovery (n = 111), physicians (n = 113), nurses (n = 206), and medical students (n = 93). Survey results revealed the majority of items had statistically significant differences in respondent groups. Perceptions diverged on items related to treatment, stigma, MOUD, take-home naloxone kits, safe injection sites, needle exchange programs, and methamphetamine. Conclusion: As healthcare providers and policymakers develop treatment strategies to engage those with SUD in quality treatment, they will benefit from understanding how different viewpoints on SUD affect treatment for these individuals. These attitudes impact stigma, willingness to prescribe new treatments, and development of clinical relationships. The insight from this study allows for important discussions on the substance use health crisis and further inquiry on why these differences exist and how the diverging viewpoints may impact the lives of persons with SUD.
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Affiliation(s)
- Jacob Shreffler
- Department of Emergency Medicine, University of Louisville, Louisville, Kentucky, USA
| | - Isaac Shaw
- Department of Emergency Medicine, University of Louisville, Louisville, Kentucky, USA
| | - Suzanne McGee
- Department of Emergency Medicine, University of Louisville, Louisville, Kentucky, USA
| | - Campbell Bishop
- Undergraduate Medical Education, University of Louisville, Louisville, Kentucky, USA
| | - Selena Thé
- Undergraduate Medical Education, University of Louisville, Louisville, Kentucky, USA
| | - Daniel O'Brien
- Department of Emergency Medicine, University of Louisville, Louisville, Kentucky, USA
| | - Tim Price
- Department of Emergency Medicine, University of Louisville, Louisville, Kentucky, USA
| | - Martin Huecker
- Department of Emergency Medicine, University of Louisville, Louisville, Kentucky, USA
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16
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Karsberg SH, Pedersen MU, Hesse M, Thylstrup B, Pedersen MM. Group versus individual treatment for substance use disorders: a study protocol for the COMDAT trial. BMC Public Health 2021; 21:413. [PMID: 33637061 PMCID: PMC7913269 DOI: 10.1186/s12889-021-10271-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2021] [Accepted: 01/19/2021] [Indexed: 11/22/2022] Open
Abstract
BACKGROUND Alcohol and other drug use disorders contribute substantially to the global burden of illness. The majority of people with substance use disorders do not receive any treatment for their problems, and developing treatments that are attractive and effective to patients should be a priority. However, whether treatment is best delivered in a group format or an individual format has only been studied to a very limited degree. The COMDAT (Combined Drug and Alcohol Treatment) trial evaluates the feasibility, acceptability, and cost effectiveness of MOVE group (MOVE-G) treatment versus MOVE individual (MOVE-I) treatment in four community-based outpatient treatment centres in Denmark. METHODS A two-arm non-inferiority trial comparing MOVE-I (Pedersen et al., Drug Alcohol Depend 218:108363, 2020) with MOVE-G a combined group treatment for both alcohol use disorder and drug use disorder. The primary objective is to examine whether MOVE-G is non-inferior to MOVE-I in relation to abstinence from drug and/or alcohol, number of sessions received, and completion of treatment as planned. All participants will receive treatment based on cognitive behavioral therapy and motivational interviewing, vouchers for attendance and text reminders, as well as medication as needed (MOVE). Participants (n = 300) will be recruited over a one-year period at four public treatment centers in four Danish municipalities. A short screening will determine eligibility and randomization status. Hereafter, participants will be randomized to the two treatment arms. A thorough baseline assessment will be conducted approximately 1 week after randomization. Follow-up assessments will be conducted at 9 months post-randomization. In addition, patients' use of drugs and alcohol, and patients' wellbeing will be measured in all sessions. The main outcome measures are drug and alcohol intake at 9 months follow-up, number of sessions attended, and dropout from treatment. DISCUSSION The present study will examine the potential and efficacy of combined groups (patients with alcohol and drug disorders in the same group) versus individually based treatment both based on the treatment method MOVE (Pedersen et al., Drug Alcohol Depend 218:108363, 2020). TRIAL REGISTRATION ISRCTN88025085 , registration date 30/06/2020.
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Affiliation(s)
| | - Mads Uffe Pedersen
- Centre for Alcohol and Drug Research, Bartholins Allé 10, 8000 Aarhus C, Denmark
| | - Morten Hesse
- Centre for Alcohol and Drug Research, Bartholins Allé 10, 8000 Aarhus C, Denmark
| | - Birgitte Thylstrup
- Centre for Alcohol and Drug Research, Bartholins Allé 10, 8000 Aarhus C, Denmark
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17
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Allen ST, Wedlock PT, White RH, Schneider KE, O'Rourke A, Ahmad NJ, Weir BW, Kilkenny ME, Sherman SG. Engagement in drug treatment following nonfatal overdose among people who inject drugs in Appalachia. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2021; 93:103176. [PMID: 33621731 DOI: 10.1016/j.drugpo.2021.103176] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2020] [Revised: 02/03/2021] [Accepted: 02/13/2021] [Indexed: 01/26/2023]
Abstract
BACKGROUND Immediately after experiencing a non-fatal overdose, many people who inject drugs (PWID) engage in harm-minimizing behavior change, including engagement in drug treatment. To inform the implementation of tailored interventions designed to facilitate drug treatment engagement in rural communities, we sought to identify correlates of starting any form of drug treatment after their most recent overdose among PWID who reside in a rural county in West Virginia. METHODS Data are from a PWID population estimation study in Cabell County, West Virginia. We used multivariable logistic regression to identify independent sociodemographic and substance use-related correlates of any form of drug treatment engagement after an overdose among 179 PWID who had overdosed in the past 6 months. RESULTS One-third of our sample (33.0%) started any form of drug treatment in the 30 days following their most recent overdose. Factors associated with engaging in drug treatment included: recent buprenorphine or Suboxone injection (aOR: 2.39, 95% CI: 1.15, 4.96), someone calling 911 after their most recent overdose (aOR: 3.29, 95% CI: 1.63, 6.65), and older age (aOR per year of age: 0.95, 95% CI: 0.91, 0.99). CONCLUSIONS Our results suggest that contact with emergency personnel after an overdose may represent an important opportunity to link PWID to drug treatment. The implementation of response teams trained in linking PWID to the services they require and helping persons navigate treatment systems maybe be a valuable intervention to reduce the harms of the opioid overdose crisis.
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Affiliation(s)
- Sean T Allen
- Department of Health, Behavior & Society, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205, USA.
| | - Patrick T Wedlock
- Department of Health, Behavior & Society, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205, USA; Public Health Informatics, Computational, and Operations Research (PHICOR), City University of New York (CUNY) School of Public Health, New York City, NY 10027, USA
| | - Rebecca Hamilton White
- Department of Health, Behavior & Society, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205, USA
| | - Kristin E Schneider
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205, USA
| | - Allison O'Rourke
- DC Center for AIDS Research, Department of Psychological & Brain Sciences at the George Washington University, 2125G St. NW, Washington, DC 20052, USA
| | - N Jia Ahmad
- Department of Health, Behavior & Society, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205, USA
| | - Brian W Weir
- Department of Health, Behavior & Society, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205, USA
| | - Michael E Kilkenny
- Cabell-Huntington Health Department, 703 7(th) Avenue, Huntington, WV 25701, USA
| | - Susan G Sherman
- Department of Health, Behavior & Society, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205, USA
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18
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Mayberry S, Nechuta S, Krishnaswami S. Impact of benzodiazepines and polysubstance status on repeat non-fatal drug overdoses. J Subst Abuse Treat 2021; 123:108285. [PMID: 33612202 DOI: 10.1016/j.jsat.2021.108285] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2020] [Revised: 12/17/2020] [Accepted: 01/06/2021] [Indexed: 11/24/2022]
Abstract
Research has shown that benzodiazepines and mental health disorders can increase the likelihood of repeat overdose, but researchers have not explored this association in Tennessee (TN). We examined benzodiazepines, polysubstance overdose status with/without benzodiazepines, and mental health comorbidities with repeat overdose using statewide data in TN. This study analyzed TN hospital discharge data on nonfatal overdoses for patients ages 18-64 from 2012 to 2016 for 21,066 patients with an initial inpatient visit and 36,244 patients with an initial outpatient visit. The study assessed each patient at one year after initial overdose to determine likelihood of repeat overdose. We used a Cox proportional hazards model to compute hazard ratios (HRs) and 95% confidence intervals (CIs) to determine the factors associated with repeat nonfatal overdose. Repeat overdose rates, by one year after index overdose, were 12.9% of the sample for inpatients and 13.9% of the sample for outpatients. The visit factors (overdose characteristics and comorbidities determined from the initial visit) that the study found to be independently associated with repeat overdoses among inpatients were polysubstance status (HR: 0.88, 95% CI 0.78-0.99), benzodiazepine/polysubstance interaction (HR: 1.29, 95% CI 1.02-1.64), and presence of any mental health disorder (HR: 1.28, 95% CI: 1.18-1.39). For outpatients, the benzodiazepine/polysubstance interaction (HR: 1.21, 95% CI 1.01-1.44) was significant without adjusting for demographic factors. We found evidence that benzodiazepine/polysubstance status and mental health disorders were associated with repeat overdose for inpatients, and that benzodiazepine/polysubstance status was associated with repeat overdose for outpatients. Findings support the need to include polysubstance status and mental health in overdose prevention efforts.
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Affiliation(s)
- Sarah Mayberry
- Tennessee Department of Health, Office of Informatics and Analytics, Andrew Johnson Tower, 7th Floor, 710 James Robertson Parkway, Nashville, TN 37243, United States of America
| | - Sarah Nechuta
- Tennessee Department of Health, Office of Informatics and Analytics, Andrew Johnson Tower, 7th Floor, 710 James Robertson Parkway, Nashville, TN 37243, United States of America
| | - Shanthi Krishnaswami
- Tennessee Department of Health, Office of Informatics and Analytics, Andrew Johnson Tower, 7th Floor, 710 James Robertson Parkway, Nashville, TN 37243, United States of America.
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Pollini RA, Paquette CE, Slocum S, LeMire D. 'It's just basically a box full of disease'-navigating sterile syringe scarcity in a rural New England state. Addiction 2021; 116:107-115. [PMID: 32415706 DOI: 10.1111/add.15113] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/05/2019] [Revised: 11/29/2019] [Accepted: 05/13/2020] [Indexed: 01/12/2023]
Abstract
BACKGROUND AND AIMS Injection drug use has increased in non-urban communities in the United States where sterile syringe access is limited. This study aimed to characterize how people who inject drugs in a predominantly rural state navigate syringe scarcity. DESIGN Qualitative study. SETTING New Hampshire (NH), USA. At the time of our study, syringe services programs were illegal in NH but pharmacies could sell ≤ 10 syringes without prescription. PARTICIPANTS/CASES Twenty people aged ≥ 18 years who injected at least once in the past 30 days were recruited through provider referral, street-based recruitment and snowball sampling. MEASUREMENTS Semi-structured interview guide. Verbatim transcripts were coded based on interview guide constructs and emergent themes. Analysis focused on pharmacy syringe access, unofficial syringe sources and related impacts on syringe sharing and reuse FINDINGS: Participants could identify no local pharmacies that sold syringes without prescription. Pharmacy purchase in neighboring counties, or across state lines, required private transportation and this, along with purchaser identification requirements, presented substantial access barriers. Interstate travel also exposed participants to vigilant policing of interstate highways and potential criminal justice involvement. Many participants thus resorted to informal syringe sources closer to home including purchasing syringes on the street, using discarded syringes, breaking into biohazard containers and constructing improvised syringes out of salvaged syringe parts, metals and plastics. Repeated re-use of syringes until they were no longer operational was common. Overall, syringe scarcity gave participants few options but to engage in syringe sharing and re-use, putting them at risk of serious injection-related infections. CONCLUSIONS Limited sterile syringe access contributes to an environment in which people who inject drugs report that they are less able to refrain from risky injection practices.
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Affiliation(s)
- Robin A Pollini
- West Virginia University, Morgantown, WV, USA.,Pacific Institute for Research and Evaluation, Calverton, MD, USA
| | - Catherine E Paquette
- Pacific Institute for Research and Evaluation, Calverton, MD, USA.,University of North Carolina, Chapel Hill, NC, USA
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20
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Jones NR, Hickman M, Larney S, Nielsen S, Ali R, Murphy T, Dobbins T, Fiellin DA, Degenhardt L. Hospitalisations for non-fatal overdose among people with a history of opioid dependence in New South Wales, Australia, 2001-2018: Findings from the OATS retrospective cohort study. Drug Alcohol Depend 2021; 218:108354. [PMID: 33121866 DOI: 10.1016/j.drugalcdep.2020.108354] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/21/2020] [Revised: 09/24/2020] [Accepted: 10/07/2020] [Indexed: 10/23/2022]
Abstract
BACKGROUND To examine, among a cohort of opioid dependent people with a history of opioid agonist treatment (OAT), the frequency and incidence rates of non-fatal overdose (NFOD) hospital separations over time, by age and sex. METHODS Retrospective cohort study of people with a history of OAT using state-wide linked New South Wales (NSW) data. The incidence of NFOD hospital separations involving an opioid, sedative, stimulant or alcohol was defined according to the singular or combination of poisoning/toxic effect using ICD-10-AM codes. Crude incidence rates were calculated by gender, age group and calendar year. RESULTS There were 31.8 (31.3-32.3) NFOD per 1,000 person-years (PY). Opioid NFOD incidence was higher in women than men: incidence rate ratio (IRR) 1.11 per 1,000PY; 95 %CI: [1.06-1.17]; women had higher sedative NFOD rates than men, IRR 1.27 per 1,000PY [1.21-1.34]. Participants ≤25 years, 26-30yrs, and 31-35yrs had higher incidence of opioid NFOD compared to 46+yrs, with IRRs of: 1.45 per 1,000PY; [1.32-1.59]; 1.20 per 1,000PY; [1.11-1.30] and 1.22 per 1,000PY; [1.13-1.32], respectively. Between 2006-7 and 2016-17, the cohort accounted for 19 % of NSW opioid NFOD episodes, 12 % of sedative, 14 % of stimulant and 5 % of acute alcohol-related NFOD. CONCLUSIONS Hospital stays due to NFOD are a relatively frequent occurrence among opioid-dependent people. There are clear differences in rates and substances involved by sex, age and over time. Evidence-based interventions that prevent overdose among people who are opioid dependent need to be delivered to scale, including widespread community provision of naloxone.
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Affiliation(s)
- Nicola R Jones
- National Drug and Alcohol Research Centre, University of NSW, Sydney, NSW, 2052, Australia.
| | - Matthew Hickman
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, BS2 8DZ, UK.
| | - Sarah Larney
- National Drug and Alcohol Research Centre, University of NSW, Sydney, NSW, 2052, Australia; Department of Family Medicine and Emergency Medicine, Université de Montréal and Centre de Recherche du Centre Hospitalier de l'Université de Montréal (CRCHUM), Canada.
| | - Suzanne Nielsen
- Monash Addiction Research Centre and Eastern Health Clinical School, Monash University, Melbourne, Australia.
| | - Robert Ali
- National Drug and Alcohol Research Centre, University of NSW, Sydney, NSW, 2052, Australia; School of Medicine, The University of Adelaide, Australia.
| | - Thomas Murphy
- National Drug and Alcohol Research Centre, University of NSW, Sydney, NSW, 2052, Australia.
| | - Timothy Dobbins
- School of Public Health and Community Medicine, UNSW Sydney, Australia.
| | - David A Fiellin
- Yale Schools of Medicine and Public Health, New Haven, CT, USA.
| | - Louisa Degenhardt
- National Drug and Alcohol Research Centre, University of NSW, Sydney, NSW, 2052, Australia.
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Langabeer JR, Persse D, Yatsco A, O'Neal MM, Champagne-Langabeer T. A Framework for EMS Outreach for Drug Overdose Survivors: A Case Report of the Houston Emergency Opioid Engagement System. PREHOSP EMERG CARE 2020; 25:441-448. [PMID: 32286893 DOI: 10.1080/10903127.2020.1755755] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
OBJECTIVE Fatalities from drug-induced overdoses in the United States have taken greater than 292,000 lives in the last five years, and nearly two-thirds of these are opioid-related. The burden on prehospital emergency medical services (EMS) to respond to these incidents is growing. The standard of care typically involves overdose reversal and rapid transport, although a few agencies have begun to use community paramedicine to more proactively follow-up, initiate treatment, and refer patients to addiction medicine providers. Methods: In this manuscript we share the details of an outreach case study to serve as a blueprint for other agencies and municipalities to adopt and refine. The University of Texas Health Science Center, in partnership with the Houston Fire Department and other local first responder agencies, developed a program in Houston, Texas based on rapid response to post-overdose survivors using available incident data from the primary municipal agencies. Results: The Houston Emergency Opioid Engagement System (HEROES) was created to more comprehensively address the opioid epidemic. By utilizing data extracted from the patient care record system, a team comprised of a peer recovery coach and a paramedic is dispatched to the home location of a recent overdose (OD) incident to provide outreach. Conclusions: Outreach dialog and motivational interviewing techniques are used to provide awareness of treatment options and to engage individuals into a treatment program. A case report of this program and recommendations for broader adoption are presented.
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