1
|
Lira MC, Pacula RL, Smart R, Pessar SC, Blanchette J, Naimi TS. Cannabis Policies, Cannabis, and Opioids in Suicide and Undetermined Intent Death. Am J Prev Med 2025; 68:475-484. [PMID: 39615767 PMCID: PMC11830554 DOI: 10.1016/j.amepre.2024.11.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/21/2024] [Revised: 11/22/2024] [Accepted: 11/24/2024] [Indexed: 02/17/2025]
Abstract
INTRODUCTION Suicides and deaths of undetermined intent frequently involve cannabis or opioids, yet the relationships between cannabis and opioids, and cannabis policies and cannabis or opioid involvement in these deaths, are not well-characterized. Additionally, although there have been substantial changes to cannabis policies, there have been conflicting findings on relationships between changing cannabis policies and cannabis-involved or opioid-involved deaths. METHODS This was a repeated, cross-sectional study of decedents using restricted access data from the National Violent Death Reporting System from 2003 to 2018 and the Cannabis Policy Scale. The following associations were assessed among decedents from suicide and deaths of undetermined intent using mixed effects logistic regression: (1) relationships between cannabis involvement and opioid involvement; (2) relationships between cannabis policies and cannabis involvement; and (3) relationships between cannabis policies and opioid involvement. Analyses were conducted from 2021 to 2022. RESULTS States contributing to National Violent Death Reporting System increased in number from 7 to 41 throughout the study period, and the final sample included 68,924 decedents of suicide and undetermined intent. Cannabis involvement was associated with increased odds of opioid involvement (AOR=1.29, 95% CI=1.22, 1.37). A 10% increase in Cannabis Policy Scale, representing a more restrictive cannabis policy environment, was associated with reduced odds of cannabis involvement (AOR=0.87, 95% CI=0.84, 0.90) and opioid involvement (AOR=0.88, 95% CI=0.85, 0.91). CONCLUSIONS These findings do not support the idea that cannabis policy liberalization and/or cannabis use are likely to be useful strategies to reduce cannabis or opioid involvement in deaths of suicide and undetermined intent.
Collapse
Affiliation(s)
- Marlene C Lira
- Workit Labs, Workit Health, Ann Arbor, Michigan; DrPH Program, Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland.
| | - Rosalie Liccardo Pacula
- Leonard D. Schaeffer Center for Health Policy & Economics, University of Southern California, Los Angeles, California; Department of Health Policy and Management, Sol Price School of Public Policy, University of Southern California, Los Angeles, California
| | | | - Seema Choksy Pessar
- Department of Health Policy and Management, Sol Price School of Public Policy, University of Southern California, Los Angeles, California
| | - Jason Blanchette
- Department of Health Policy, Law, and Management, Boston University School of Public Health, Boston, Massachusetts
| | - Timothy S Naimi
- Canadian Institute for Substance Use Research, University of Victoria, Victoria, British Columbia, Canada
| |
Collapse
|
2
|
Santo TJ, Chaillon A, Martin N, Hickman M, Jones N, Farrell M, Bharat C, Degenhardt L, Borquez A. Quantifying the impact of a large-scale opioid agonist treatment program on suicide prevention in New South Wales, Australia: A data-modeling study. Addiction 2025. [PMID: 40000421 DOI: 10.1111/add.70018] [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: 06/06/2024] [Accepted: 01/10/2025] [Indexed: 02/27/2025]
Abstract
AIMS This study aimed to quantify the population-level impact of a large-scale opioid agonist treatment (OAT) program on suicide-related mortality among people with opioid use disorder (OUD) in New South Wales (NSW), Australia. DESIGN This is the first study to use dynamic mathematical modeling to explore the population-level impact of OAT on suicide mortality. The study used a two-part approach. First, we analyzed cohort data (2001-2017) to calculate incidence rate ratios (IRRs) and other model parameters related to OAT and suicide risk. Second, findings were applied to model outputs to estimate suicides averted by the NSW OAT program (2001-2020). SETTING AND PARTICIPANTS A cohort of 46 845 individuals who received OAT between 2001 and 2017 in community and prison settings in New South Wales, Australia. MEASUREMENTS IRRs for suicide and other model parameters were calculated for individuals on versus off OAT in community and prison settings (2001-2017). These estimates, along with model outputs, were used to determine the number and proportion of suicides averted by the OAT program (2001-2020). FINDINGS Receiving OAT was associated with an IRR for suicide of 0.32 [95% confidence interval (CI) = 0.25-0.40] in the community and 0.34 (95% CI = 0.10-1.10) in prison for cohort data analyses (2001-2017). Between 2001 and 2020, the OAT program in NSW averted an estimated 338 suicides [95% credible interval (CrI) = 213-492), with 325 (95% CrI = 202-476) averted in the community and 13 (95% CrI = 0-46) in prison, corresponding to a 35% (95% CrI = 27%-43%) reduction in suicides among those accessing OAT. CONCLUSIONS The opioid agonist treatment program in New South Wales, Australia, was associated with a 35% reduction in suicide mortality among individuals with opioid use disorder receiving treatment between 2001 and 2020, providing novel evidence of its population-level impact on suicide prevention.
Collapse
Affiliation(s)
- Thomas James Santo
- National Drug and Alcohol Research Centre, Faculty of Medicine & Health, University of New South Wales, Sydney, Australia
| | - Antoine Chaillon
- Division of Infectious Diseases and Global Public Health, School of Medicine, University of California San Diego, San Diego, CA, USA
| | - Natasha Martin
- Division of Infectious Diseases and Global Public Health, School of Medicine, University of California San Diego, San Diego, CA, USA
| | - Matthew Hickman
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
| | - Nicola Jones
- National Drug and Alcohol Research Centre, Faculty of Medicine & Health, University of New South Wales, Sydney, Australia
| | - Michael Farrell
- National Drug and Alcohol Research Centre, Faculty of Medicine & Health, University of New South Wales, Sydney, Australia
| | - Chrianna Bharat
- National Drug and Alcohol Research Centre, Faculty of Medicine & Health, University of New South Wales, Sydney, Australia
| | - Louisa Degenhardt
- National Drug and Alcohol Research Centre, Faculty of Medicine & Health, University of New South Wales, Sydney, Australia
| | - Annick Borquez
- Division of Infectious Diseases and Global Public Health, School of Medicine, University of California San Diego, San Diego, CA, USA
| |
Collapse
|
3
|
Stetsiv K, Nance M, Paschke M, Winograd R, Carpenter RW. Comparing substance-involved suicide and unintentional deaths from 2011 to 2021 in Missouri, United States. THE AMERICAN JOURNAL OF DRUG AND ALCOHOL ABUSE 2025:1-11. [PMID: 39969846 DOI: 10.1080/00952990.2024.2435275] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/03/2024] [Revised: 11/18/2024] [Accepted: 11/25/2024] [Indexed: 02/20/2025]
Abstract
Background: Substance-involved suicide and unintentional overdose deaths share risk factors, yet our understanding of how these deaths overlap and differ remains limited. Direct comparisons of substance-involved suicide and unintentional deaths are lacking.Objective: To guide effective prevention and intervention efforts regarding substance-involved suicide, we examined risk factors, demographic and substance-related, of substance-involved suicide and unintentional deaths.Methods: Using logistic and multinomial regression, we used medical examiner records obtained annually (N = 6,467, 72% male) to examine characteristics associated with suicide and unintentional substance-involved deaths in St. Louis, Missouri between 2011 and 2021.Results: Between 2011 and 2021, age-standardized suicide rates slightly decreased (3.55 to 3.33), while unintentional deaths nearly tripled (23.2 to 68.2). Many deaths involved both alcohol and traumatic injury, and almost a fifth of suicides involved prescription opioids. In the logistic model (combining data across 11 years), the following factors were associated with increased odds of suicide, relative to unintentional deaths: White race (OR = 5.42, 95%CI[3.95,7.56]), greater age (OR = 1.01, 95%CI[1.00,1.02]), traumatic injury (OR = 4.40, 95%CI[3.17,6.13]), and presence of not otherwise classified substances (including prescription medications; OR = 4.36, 95%CI[3.11,6.10]). The following were associated with decreased odds of suicide: presence of medical condition (OR = 0.32, 95%CI[0.23,0.45]), fentanyl (OR = 0.04, 95%CI[0.02,0.06]), ethanol (OR = 0.64, 95%CI[0.46,0.88]), cocaine (OR = 0.40, 95%CI[0.24,0.63]), heroin (OR = 0.05, 95%CI[0.03,0.09]), and other stimulants (OR = 0.32, 95%CI[0.20,0.50]).Conclusions: Results suggest a divergence over time in the rates of classified substance-involved suicide and unintentional deaths. A distinctive set of demographic and substance use characteristics differentiated the two manners of death, highlighting potential risk factors to inform further research and targeted interventions.
Collapse
Affiliation(s)
- Khrystyna Stetsiv
- Department of Psychology, University of Notre Dame, Notre Dame, IN, USA
| | - Melissa Nance
- Department of Psychology, University of Notre Dame, Notre Dame, IN, USA
| | - Maria Paschke
- Department of Psychological Sciences, University of Missouri - St. Louis, St. Louis, MO, USA
| | - Rachel Winograd
- Department of Psychological Sciences, University of Missouri - St. Louis, St. Louis, MO, USA
- Missouri Institute of Mental Health, St. Louis, MO, USA
| | - Ryan W Carpenter
- Department of Psychology, University of Notre Dame, Notre Dame, IN, USA
| |
Collapse
|
4
|
Dernbach MR, Seery E, Rasimas JJ, Connery HS. Understanding an overdose: intention, motivation, and risk. Clin Toxicol (Phila) 2025; 63:75-82. [PMID: 39868623 DOI: 10.1080/15563650.2024.2447490] [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: 11/13/2024] [Revised: 12/18/2024] [Accepted: 12/20/2024] [Indexed: 01/28/2025]
Abstract
BACKGROUND Overdose is frequently categorized dichotomously: an inadvertent therapeutic or recreational misadventure versus a deliberate overdose for self-injurious or suicidal purposes. Categorizing overdoses based on this dichotomy of intention is fraught with methodological problems and may result in potentially inappropriate and/or divergent care pathways. OVERDOSE-RELATED INTENT LIES ALONG A CONTINUUM Suicidality can rapidly shift in magnitude and frequency at different points in time. A patient's overdose may reflect varying degrees of desire to die, ambivalence about living, disregard for risk, or pleasure-seeking. Careful assessment of overdose-related cognitions is warranted in all overdose patients. THE CLINICAL INTERVIEW IS KEY TO UNDERSTANDING AN OVERDOSE There is an irreducibly subjective character to an overdose such that a collaborative understanding of an overdose episode can only be discovered by spending time in dialogue with the patient. At the same time, the objective risk factors for and circumstances of the overdose need to be integrated with the subjective experience for a comprehensive prevention approach. THERE CAN BE SEVERAL MOTIVATIONS UNDERLYING AN OVERDOSE Some overdoses might be wholly inadvertent or simply impulsive. However, if there is some degree of intent present, then the patient who overdosed has attempted to communicate something by means of that overdose, and this message might include something other than the desire to die. ATTENDING TO BOTH THE SUBJECTIVE AND OBJECTIVE PERSPECTIVES OF AN OVERDOSE CAN ASSIST IN IDENTIFYING MODIFIABLE RISK FACTORS Overdose-related intent and motivation may be targeted with treatment plans to reduce elevated risk states. Some patient-specific overdose risk factors are modifiable, such as managing mental health and other psychosocial issues, reducing access to lethal means, and promoting safe prescribing and medication administration practices. Other risk factors are either unmodifiable (e.g., personal history of overdose) or involve public health systems. CONCLUSIONS Overdose-whether involving medications, illicit substances, hazardous chemicals, or otherwise-can be conceptualized as a single behavioral episode with variable intentionality, personal motivations, and risk factors. Clinical/medical toxicologists are uniquely positioned to contribute to personalized risk reduction post-overdose.
Collapse
Affiliation(s)
| | - Erin Seery
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, SC, USA
| | - J J Rasimas
- Department of Psychiatry, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Hilary S Connery
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
| |
Collapse
|
5
|
Tanaka S, Matsubayashi T. The light of life: The effects of sunlight on suicide. JOURNAL OF HEALTH ECONOMICS 2025; 99:102947. [PMID: 39671959 DOI: 10.1016/j.jhealeco.2024.102947] [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: 03/21/2024] [Revised: 07/18/2024] [Accepted: 11/26/2024] [Indexed: 12/15/2024]
Abstract
This study examines the causal effects of sunlight exposure on suicide rates. Leveraging county-month-year data on solar insolation and suicide rates in the U.S. from 1979 to 2004, we provide first robust evidence that insufficient sunlight increases suicide rates. We also find that insufficient sunlight increases Google searches containing depressive language, suggesting a potential adverse impact on mental well-being. Importantly, our findings favor a biological pathway over alternative mechanisms. The estimated effect of sunlight on suicide, often exceeding other interventions in magnitude, sheds new light on sunlight as a significant risk factor in suicide incidence.
Collapse
Affiliation(s)
- Shinsuke Tanaka
- University of Connecticut, 1376 Storrs Road, Unit 4021 Storrs, CT 06269, USA.
| | | |
Collapse
|
6
|
Weiss ST, Li X, Aldy K, Wax PM, Brent J. Self-Harm as a Contributor to the Opioid Epidemic: Data From the Toxicology Investigators Consortium Registry. J Addict Med 2024:01271255-990000000-00431. [PMID: 39692312 DOI: 10.1097/adm.0000000000001433] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2024]
Abstract
OBJECTIVES Although considerable focus has been placed on understanding the causes of opioid drug overdoses, the intentions for such overdoses are not well characterized. We investigated the motivations behind nonfatal opioid exposures resulting in serious adverse health outcomes. METHODS We analyzed prospectively collected data on nonfatal opioid overdoses in the multicenter Toxicology Investigators Consortium (ToxIC) Core Registry between 2014 and 2021. Included patients were age ≥11 years with serious toxicity after use of pharmaceutical and/or nonpharmaceutical opioids for whom the reasons for opioid exposure were determined. Pharmaceutical opioids were defined as United States Food and Drug Administration-approved medications. All other opioids were classified as nonpharmaceuticals. RESULTS The 5250 cases meeting the criteria were 56.6% male with a median age of 36 years (IQR, 26-50). There were 2960 (56.4%) opioid misuse cases and 1456 (27.7%) self-harm attempts. Within the self-harm group, 1242 (85.3%) were suicidal, and 1187 (95.6%) of these used pharmaceutical opioids in their suicide attempt. Only 94 (4.2%) patients using nonpharmaceutical opioids did so in a suicide attempt. Pharmaceutical opioid suicide attempts as a percent of all registry cases peaked between 2015 and 2017 and fell dramatically thereafter (P = 0.005). For comparison, benzodiazepine overdoses similarly decreased (P = 0.003), whereas non-opioid analgesic or antidepressant overdoses increased. CONCLUSIONS A majority of serious opioid overdoses were sequelae of opioid misuse, but over a quarter were intentional self-harm attempts, primarily involving pharmaceutical opioids. Decreased prescribing of opioids and benzodiazepines after 2016-2017 may have resulted in decreased pharmaceutical opioid and benzodiazepine misuse and self-harm attempts. Similar trends were not seen for nonpharmaceutical opioids.
Collapse
Affiliation(s)
- Stephanie T Weiss
- From the Translational Addiction Medicine Branch, Intramural Research Program, National Institute on Drug Abuse, National Institutes of Health, Baltimore, MD (STW); Biostatistics and Clinical Epidemiology Service, National Institutes of Health, Bethesda, MD (XL); Toxicology Investigators Consortium, American College of Medical Toxicology, Phoenix, AZ (KA, PMW); and Departments of Medicine and Emergency Medicine, University of Colorado School of Medicine and Colorado School of Public Health, Aurora, CO (JB)
| | | | | | | | | |
Collapse
|
7
|
Culbreth R, Wax P, Brent J, Aldy K, Campleman S, Weiss ST, Falise AM, Sutphin A, Krotulski A, Manini AF. Factors Associated with Attempted Suicide Among Emergency Department Patients with Nonfatal Opioid Overdose. Subst Use Misuse 2024; 60:496-503. [PMID: 39668570 PMCID: PMC11915186 DOI: 10.1080/10826084.2024.2434677] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/14/2024]
Abstract
INTRODUCTION To investigate factors associated with suicide attempts among patients presenting after an opioid overdose. MATERIALS AND METHODS This analysis consists of patients enrolled in the Toxicology Investigators Consortium Fentalog Study, an ongoing prospective observational study of patients presenting to 1 of 10 emergency departments (EDs) for a suspected opioid overdose. Residual serum samples were analyzed to detect over 1,200 drugs and metabolites. Chart reviews were conducted to determine the patients' intentions for the opioid overdose (suicide attempt vs. unintentional overdose), medical/social history, and clinical variables. Logistic regression analyses were conducted to examine factors associated with suicide attempts. RESULTS Among 1,259 patients, 6.4% were classified as suicide attempts. Prescription opioids only (without illicit opioids) were associated with suicide attempts compared to unintentional overdose (OR: 1.27; 95% CI: 1.21, 1.34). Compared to unintentional overdoses, suicide attempts were not associated with an increased odds of medical interventions being provided, such as CPR, intubation, or ICU admission. CONCLUSIONS Among patients presenting to EDs after opioid overdose, suicide attempts comprised 6% of the study population and were associated with prescription opioids rather than illicit opioids.
Collapse
Affiliation(s)
| | - Paul Wax
- American College of Medical Toxicology, Phoenix, AZ
| | - Jeffrey Brent
- University of Colorado School of Medicine, Aurora, CO
| | - Kim Aldy
- American College of Medical Toxicology, Phoenix, AZ
- Baylor University Medical Center, Dallas, TX
| | | | - Stephanie T. Weiss
- National Institute on Drug Abuse Intramural Research Program, National Institutes of Health, Baltimore, MD
| | | | | | - Alex Krotulski
- Center for Forensic Science Research and Education at the Fredric Rieders Family Foundation, Willow Grove, PA
| | - Alex F. Manini
- Ichan School of Medicine at Mount Sinai, New York, NY
- Center for Research on Emerging Substances, Poisoning, Overdose and New Discoveries (RESPOND)
| |
Collapse
|
8
|
Rivart P, Bojanić L, Turnbull P, Appleby L, Kapur N, Hunt IM. Suicide in mental health patients in the UK between 2005 and 2021: study of methods and clinical characteristics to inform prevention. BJPsych Open 2024; 10:e228. [PMID: 39635771 PMCID: PMC11698139 DOI: 10.1192/bjo.2024.822] [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: 06/20/2024] [Revised: 10/07/2024] [Accepted: 10/17/2024] [Indexed: 12/07/2024] Open
Abstract
BACKGROUND Tackling methods of suicide and limiting access to lethal means remain priority areas of suicide prevention strategies. Although mental health services are a key setting for suicide prevention, no recent studies have explored methods used by mental health patients. AIMS To investigate associations between main suicide methods and social, behavioural and clinical characteristics in patients with mental illness to inform prevention and improve patient safety. METHOD Data were collected as part of the National Confidential Inquiry into Suicide and Safety in Mental Health. We examined the main suicide methods of 26 766 patients in the UK who died within 12 months of contact with mental health services during 2005-2021. Associations between suicide methods and patient characteristics were investigated using chi-square tests and univariate and multivariate logistic regression. RESULTS Suicide methods were associated with particular patient characteristics: hanging was associated with a short illness history, recent self-harm and depression; self-poisoning with substance misuse, personality disorder and previous self-harm; and both jumping and drowning with ethnic minority groups, schizophrenia and in-patient status. CONCLUSIONS A method-specific focus may contribute to suicide prevention in clinical settings. Hanging deaths outside of wards may be difficult to prevent but our study suggests patients with recent self-harm or in the early stages of their illness may be more at risk. Patients with complex clinical histories at risk of suicide by self-poisoning may benefit from integrated treatment with substance use services. Environmental control initiatives are likely to be most effective for those at risk of jumping or drowning.
Collapse
Affiliation(s)
- Pauline Rivart
- National Confidential Inquiry into Suicide and Safety in Mental Health (NCISH), Centre for Mental Health and Safety, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK
| | - Lana Bojanić
- National Confidential Inquiry into Suicide and Safety in Mental Health (NCISH), Centre for Mental Health and Safety, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK
| | - Pauline Turnbull
- National Confidential Inquiry into Suicide and Safety in Mental Health (NCISH), Centre for Mental Health and Safety, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK
| | - Louis Appleby
- National Confidential Inquiry into Suicide and Safety in Mental Health (NCISH), Centre for Mental Health and Safety, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK
| | - Nav Kapur
- National Confidential Inquiry into Suicide and Safety in Mental Health (NCISH), Centre for Mental Health and Safety, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK
- NIHR Greater Manchester Patient Safety Research Collaboration, University of Manchester, Manchester, UK
- Mersey Care NHS Foundation Trust, Prescot, UK
| | - Isabelle M. Hunt
- National Confidential Inquiry into Suicide and Safety in Mental Health (NCISH), Centre for Mental Health and Safety, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK
| |
Collapse
|
9
|
Rossom RC, Crain AL, Bart G, Richards JE, Boggs JM, O'Connor PJ, Borgert-Spaniol C, Kane S, Hooker SA. Randomized Pilot of a Clinical Decision Support Tool to Increase Suicide Screening for at-Risk Primary Care Patients With Opioid Use Disorder. AJPM FOCUS 2024; 3:100280. [PMID: 39605784 PMCID: PMC11600769 DOI: 10.1016/j.focus.2024.100280] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/29/2024]
Abstract
Introduction Individuals with opioid use disorder are at elevated suicide risk, but systematic screening in this population is rarely done. This study assessed the effects of targeted clinical decision support prompts on structured suicide risk assessment completion. Methods The study used a cluster-randomized controlled pragmatic pilot design. Adult primary care patients (aged 18-75 years) with or at risk for opioid use disorder or opioid overdose and suicide were eligible. Patients sought care from 15 Midwestern primary care clinics between July, 31, 2021 and July, 31, 2022. Data were analyzed between March and June 2023. Clinicians in intervention and control clinics received a printout from rooming staff, prompted by a clinical decision support-generated electronic health record alert, suggesting clinicians talk with patients about opioid risks. Intervention clinician handouts also alerted them to patients estimated to be at increased suicide risk and recommended completion of a Columbia Suicide Severity Rating Scale to further evaluate suicide risk. The handouts for control clinicians did not include suicide risk alerts. The main outcome measured the completion of the Columbia Suicide Severity Rating Scale in the 14 days following a visit. Results A total of 115 eligible patients (69 intervention, 46 control) made at least 1 visit to a randomized clinic. Patients mean age was 39 years, and 57% were women; 48% of patients had a high risk of opioid use disorder or opioid overdose, 39% had an opioid use disorder diagnosis, 12% had an opioid use disorder in remission diagnosis, and 5% had a recent opioid overdose. Over a mean follow-up of 249 days, 20.3% of intervention patients and 17.4% of control patients had at least 1 Columbia Suicide Severity Rating Scale completed in the next 14 days (p=0.70). Most (71%-75%) Columbia Suicide Severity Rating Scale scores were 0, indicating no risk. Conclusions This pilot study did not increase the uptake of structured suicide risk assessments in primary care for patients at elevated risk for opioid use disorder and suicide. More robust interventions are likely needed to promote suicide risk assessment in primary care.
Collapse
Affiliation(s)
| | | | - Gavin Bart
- Hennepin Healthcare Research Institute, Minneapolis, Minnesota
| | - Julie E. Richards
- Kaiser Permanente Washington Health Research Institute, Seattle, Washington
| | - Jennifer M. Boggs
- Kaiser Permanente Colorado Institute for Health Research, Aurora, Colorado
| | | | | | - Sheryl Kane
- HealthPartners Institute, Minneapolis, Minnesota
| | | |
Collapse
|
10
|
Nguyen A, Wang J, Holland KM, Ehlman DC, Welder LE, Miller KD, Stone DM. Trends in Drug Overdose Deaths by Intent and Drug Categories, United States, 1999‒2022. Am J Public Health 2024; 114:1081-1085. [PMID: 39116399 PMCID: PMC11375372 DOI: 10.2105/ajph.2024.307745] [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: 08/10/2024]
Abstract
Objectives. To examine trends in overdose deaths by intent and drug category to better understand the recent decrease in overdose suicides amid the overdose epidemic. Methods. We examined trends in rates of overdose deaths by intent (unintentional, suicide, or undetermined) across 9 drug categories from 1999 to 2022 using US National Vital Statistics System mortality data. Results. Unintentional overdoses involving synthetic opioids, polydrug toxicity involving synthetic opioids, psychostimulants, and cocaine increased exponentially with annual percentage changes ranging from 15.0% to 104.9% during 2010 to 2022. The death rates also increased for suicides involving these drugs, especially for psychostimulants (annual percentage change = 12.9% for 2010-2022; P < .001). However, these drugs accounted for relatively small percentages of overdose suicides. The leading drug categories among suicides were antidepressants, prescription opioids, and benzodiazepines, though these deaths have decreased or leveled off in recent years. Conclusions. Different drugs commonly involved in suicides and unintentional overdoses may contribute to their divergent trends. Public Health Implications. Amid the overdose epidemic, safe storage of medications remains a crucial strategy to prevent overdose suicides. The large increases in suicides involving psychostimulants warrant monitoring. (Am J Public Health. 2024;114(10):1081-1085. https://doi.org/10.2105/AJPH.2024.307745).
Collapse
Affiliation(s)
- Anallely Nguyen
- Anallely Nguyen, Jing Wang, Daniel C. Ehlman, and Deborah M. Stone are with the Division of Injury Prevention, National Center for Injury Prevention and Control, Centers for Disease Control and Prevention (CDC), Atlanta, GA. Kristin M. Holland is with the Division of Violence Prevention, National Center for Injury Prevention and Control, CDC. Laura E. Welder and Kimberly D. Miller are with the Division of Overdose Prevention, National Center for Injury Prevention and Control, CDC
| | - Jing Wang
- Anallely Nguyen, Jing Wang, Daniel C. Ehlman, and Deborah M. Stone are with the Division of Injury Prevention, National Center for Injury Prevention and Control, Centers for Disease Control and Prevention (CDC), Atlanta, GA. Kristin M. Holland is with the Division of Violence Prevention, National Center for Injury Prevention and Control, CDC. Laura E. Welder and Kimberly D. Miller are with the Division of Overdose Prevention, National Center for Injury Prevention and Control, CDC
| | - Kristin M Holland
- Anallely Nguyen, Jing Wang, Daniel C. Ehlman, and Deborah M. Stone are with the Division of Injury Prevention, National Center for Injury Prevention and Control, Centers for Disease Control and Prevention (CDC), Atlanta, GA. Kristin M. Holland is with the Division of Violence Prevention, National Center for Injury Prevention and Control, CDC. Laura E. Welder and Kimberly D. Miller are with the Division of Overdose Prevention, National Center for Injury Prevention and Control, CDC
| | - Daniel C Ehlman
- Anallely Nguyen, Jing Wang, Daniel C. Ehlman, and Deborah M. Stone are with the Division of Injury Prevention, National Center for Injury Prevention and Control, Centers for Disease Control and Prevention (CDC), Atlanta, GA. Kristin M. Holland is with the Division of Violence Prevention, National Center for Injury Prevention and Control, CDC. Laura E. Welder and Kimberly D. Miller are with the Division of Overdose Prevention, National Center for Injury Prevention and Control, CDC
| | - Laura E Welder
- Anallely Nguyen, Jing Wang, Daniel C. Ehlman, and Deborah M. Stone are with the Division of Injury Prevention, National Center for Injury Prevention and Control, Centers for Disease Control and Prevention (CDC), Atlanta, GA. Kristin M. Holland is with the Division of Violence Prevention, National Center for Injury Prevention and Control, CDC. Laura E. Welder and Kimberly D. Miller are with the Division of Overdose Prevention, National Center for Injury Prevention and Control, CDC
| | - Kimberly D Miller
- Anallely Nguyen, Jing Wang, Daniel C. Ehlman, and Deborah M. Stone are with the Division of Injury Prevention, National Center for Injury Prevention and Control, Centers for Disease Control and Prevention (CDC), Atlanta, GA. Kristin M. Holland is with the Division of Violence Prevention, National Center for Injury Prevention and Control, CDC. Laura E. Welder and Kimberly D. Miller are with the Division of Overdose Prevention, National Center for Injury Prevention and Control, CDC
| | - Deborah M Stone
- Anallely Nguyen, Jing Wang, Daniel C. Ehlman, and Deborah M. Stone are with the Division of Injury Prevention, National Center for Injury Prevention and Control, Centers for Disease Control and Prevention (CDC), Atlanta, GA. Kristin M. Holland is with the Division of Violence Prevention, National Center for Injury Prevention and Control, CDC. Laura E. Welder and Kimberly D. Miller are with the Division of Overdose Prevention, National Center for Injury Prevention and Control, CDC
| |
Collapse
|
11
|
Chen Q, Gopaldas M, Castillo F, Leckman-Westin E, Nunes EV, Levin FR, Finnerty MT. Prevalence of Opioid Use Disorder and Opioid Overdose Rates Among People With Mental Illness. Psychiatr Serv 2024; 75:953-960. [PMID: 38650488 DOI: 10.1176/appi.ps.20230338] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/25/2024]
Abstract
OBJECTIVE The authors examined the prevalence and correlates of co-occurring opioid use disorder and opioid overdose among individuals receiving psychiatric services. METHODS This was a cross-sectional study of adults with continuous enrollment in New York State Medicaid who received at least one psychiatric service in 2020 (N=523,885). Logistic regression models were used to examine the correlates of both opioid use disorder and overdose. RESULTS In the study sample, the prevalence rate of opioid use disorder was 8.1%; within this group, 7.7% experienced an opioid overdose in the study year. Opioid use disorder rates were lower among younger (18-24 years; 2.0%) and older (≥65 years; 3.1%) adults and higher among men (11.1%) and among those residing in rural areas (9.9%). Compared with Whites (9.4%), opioid use disorder rates were lower for Asian Americans (2.0%, adjusted odds ratio [AOR]=0.22) and Blacks (6.8%, AOR=0.76) and higher for American Indians (13.2%, AOR=1.43) and Hispanics (9.6%, AOR=1.29). Individuals with any substance use (24.9%, AOR=5.20), posttraumatic stress (15.7%, AOR=2.34), bipolar (14.9%, AOR=2.29), or anxiety (11.3%, AOR=2.18) disorders were more likely to have co-occurring opioid use disorder; those with conduct (4.5%, AOR=0.51), adjustment (7.4%, AOR=0.88), or schizophrenia spectrum (7.4%, AOR=0.87) disorders were less likely to have opioid use disorder. Those with suicidality (23.9%, AOR=3.83) or economic instability (23.7%, AOR=3.35) had higher odds of having opioid use disorder. Overdose odds were higher among individuals with suicidality (34.0%, AOR=6.82) and economic instability (16.0%, AOR=2.57). CONCLUSIONS These findings underscore the importance of providing opioid use disorder screening and treatment for patients receiving psychiatric services.
Collapse
Affiliation(s)
- Qingxian Chen
- New York State Office of Mental Health, Albany (Chen, Leckman-Westin, Finnerty); Division of Substance Use Disorders, New York State Psychiatric Institute, and Department of Psychiatry, Vagelos College of Physicians and Surgeons, Columbia University, New York City (Gopaldas, Castillo, Nunes, Levin); School of Public Health, State University of New York at Albany, Albany (Leckman-Westin); Department of Child and Adolescent Psychiatry, New York University, New York City (Finnerty)
| | - Manesh Gopaldas
- New York State Office of Mental Health, Albany (Chen, Leckman-Westin, Finnerty); Division of Substance Use Disorders, New York State Psychiatric Institute, and Department of Psychiatry, Vagelos College of Physicians and Surgeons, Columbia University, New York City (Gopaldas, Castillo, Nunes, Levin); School of Public Health, State University of New York at Albany, Albany (Leckman-Westin); Department of Child and Adolescent Psychiatry, New York University, New York City (Finnerty)
| | - Felipe Castillo
- New York State Office of Mental Health, Albany (Chen, Leckman-Westin, Finnerty); Division of Substance Use Disorders, New York State Psychiatric Institute, and Department of Psychiatry, Vagelos College of Physicians and Surgeons, Columbia University, New York City (Gopaldas, Castillo, Nunes, Levin); School of Public Health, State University of New York at Albany, Albany (Leckman-Westin); Department of Child and Adolescent Psychiatry, New York University, New York City (Finnerty)
| | - Emily Leckman-Westin
- New York State Office of Mental Health, Albany (Chen, Leckman-Westin, Finnerty); Division of Substance Use Disorders, New York State Psychiatric Institute, and Department of Psychiatry, Vagelos College of Physicians and Surgeons, Columbia University, New York City (Gopaldas, Castillo, Nunes, Levin); School of Public Health, State University of New York at Albany, Albany (Leckman-Westin); Department of Child and Adolescent Psychiatry, New York University, New York City (Finnerty)
| | - Edward V Nunes
- New York State Office of Mental Health, Albany (Chen, Leckman-Westin, Finnerty); Division of Substance Use Disorders, New York State Psychiatric Institute, and Department of Psychiatry, Vagelos College of Physicians and Surgeons, Columbia University, New York City (Gopaldas, Castillo, Nunes, Levin); School of Public Health, State University of New York at Albany, Albany (Leckman-Westin); Department of Child and Adolescent Psychiatry, New York University, New York City (Finnerty)
| | - Frances R Levin
- New York State Office of Mental Health, Albany (Chen, Leckman-Westin, Finnerty); Division of Substance Use Disorders, New York State Psychiatric Institute, and Department of Psychiatry, Vagelos College of Physicians and Surgeons, Columbia University, New York City (Gopaldas, Castillo, Nunes, Levin); School of Public Health, State University of New York at Albany, Albany (Leckman-Westin); Department of Child and Adolescent Psychiatry, New York University, New York City (Finnerty)
| | - Molly T Finnerty
- New York State Office of Mental Health, Albany (Chen, Leckman-Westin, Finnerty); Division of Substance Use Disorders, New York State Psychiatric Institute, and Department of Psychiatry, Vagelos College of Physicians and Surgeons, Columbia University, New York City (Gopaldas, Castillo, Nunes, Levin); School of Public Health, State University of New York at Albany, Albany (Leckman-Westin); Department of Child and Adolescent Psychiatry, New York University, New York City (Finnerty)
| |
Collapse
|
12
|
Greydanus DE, Nazeer A, Qayyum Z, Patel DR, Rausch R, Hoang LN, Miller C, Chahin S, Apple RW, Saha G, Prasad Rao G, Javed A. Pediatric suicide: Review of a preventable tragedy. Dis Mon 2024; 70:101725. [PMID: 38480023 DOI: 10.1016/j.disamonth.2024.101725] [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] [Indexed: 09/07/2024]
Abstract
Concepts of suicide are explored in this issue with a focus on suicide in children and adolescents. The epidemiology of pediatric suicide in the United States is reviewed; also, risk and protective factors, as well as prevention strategies, are discussed. Suicide in the pediatric athlete and the potential protective effect of exercise are examined. In addition, this analysis addresses the beneficial role of psychological management as well as current research on pharmacologic treatment and brain stimulation procedures as part of comprehensive pediatric suicide prevention. Though death by suicide in pediatric persons has been and remains a tragic phenomenon, there is much that clinicians, other healthcare professionals, and society itself can accomplish in the prevention of pediatric suicide as well as the management of suicidality in our children and adolescents.
Collapse
Affiliation(s)
- Donald E Greydanus
- Department of Pediatric and Adolescent Medicine, Western Michigan University, Homer Stryker M.D. School of Medicine, Kalamazoo, MI, United States.
| | - Ahsan Nazeer
- Division of Child and Adolescent Psychiatry, Sidra Medicine/Weill Cornell Medicine, Doha, Qatar
| | - Zheala Qayyum
- Harvard Medical School, Boston, Massachusetts, United States
| | - Dilip R Patel
- Department of Pediatric and Adolescent Medicine, Western Michigan University, Homer Stryker M.D. School of Medicine, Kalamazoo, MI, United States
| | - Rebecca Rausch
- Division of Pediatric Psychology, Department of Pediatric and Adolescent Medicine, Western Michigan University, Homer Stryker M.D. School of Medicine, Kalamazoo, MI, United States
| | - Linh-Nhu Hoang
- Western Michigan University, Kalamazoo, MI, United States
| | - Caroline Miller
- Fielding Graduate University, Santa Barbara, CA, United States
| | - Summer Chahin
- Mott Children's Hospital, University of Michigan, Ann Arbor, MI, United States
| | - Roger W Apple
- Division of Pediatric Psychology, Department of Pediatric and Adolescent Medicine, Western Michigan University, Homer Stryker M.D. School of Medicine, Kalamazoo, MI, United States
| | - Gautam Saha
- Immediate Past President of the SAARC (South Asian Association for Regional Cooperation) Psychiatric Federation (SPF), India
| | - G Prasad Rao
- President, Asian Federation of Psychiatric Association (AFPA), India
| | - Afzal Javed
- Chairman Pakistan Psychiatric Research Centre, Immediate Past President of the World Psychiatric Association (WPA), Pakistan
| |
Collapse
|
13
|
Gallant KC, Harris BR. Community Collaboration for Suicide and Overdose Prevention: Attitudes, Perceptions, and Practices of Community-Based Professionals and County Leadership in New York State. Community Ment Health J 2024; 60:859-868. [PMID: 38374308 DOI: 10.1007/s10597-024-01238-x] [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: 11/13/2023] [Accepted: 01/10/2024] [Indexed: 02/21/2024]
Abstract
Deaths by overdose and suicide have been steadily rising, yet efforts to jointly address them have been limited despite shared risk and protective factors. The purpose of this study was to explore ways of jointly addressing these two significant public health issues at the community level. To accomplish this goal, we distributed an electronic survey via email to all 58 Local Mental Hygiene Directors (LMHDs) and 184 substance use and 57 suicide prevention coalition leads in New York State in March 2019 to better understand attitudes, perceptions, and practice of community-based overdose and suicide prevention. A total of 140 unique individuals completed the survey for a 47% usable response rate. Participants overwhelmingly reported that suicide and overdose are preventable and that individuals with risky substance use would benefit most from suicide prevention services compared to other populations. In addition, substance use prevention coalition leads reported less awareness of key suicide prevention programs than suicide prevention coalition leads and LMHDs; LMHDs were generally most familiar with suicide prevention programs. Finally, substance use and suicide prevention coalition leads were interested in collaborating to raise awareness, provide training, and implement community-based activities. These findings demonstrate a consensus among county leadership and substance use and suicide prevention coalition leads that suicide and overdose are prevalent in their communities and that increased collaboration to address these two public health issues is warranted. Results suggest a need for education, training, and technical assistance to support collaboration.
Collapse
Affiliation(s)
- Katharine C Gallant
- Public Health Research Department, NORC at the University of Chicago, Bethesda, MD, USA.
| | - Brett R Harris
- Public Health Research Department, NORC at the University of Chicago, Bethesda, MD, USA
- Department of Health Policy, Management, and Behavior, University at Albany School of Public Health, Rensselaer, NY, USA
| |
Collapse
|
14
|
Peterson C, Haileyesus T, Stone DM. Economic Cost of U.S. Suicide and Nonfatal Self-harm. Am J Prev Med 2024; 67:129-133. [PMID: 38479565 PMCID: PMC11193601 DOI: 10.1016/j.amepre.2024.03.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/02/2023] [Revised: 03/04/2024] [Accepted: 03/05/2024] [Indexed: 06/23/2024]
Abstract
INTRODUCTION The U.S. age-adjusted suicide rate is 35% higher than two decades ago and the COVID-19 pandemic era highlighted the urgent need to address nonfatal self-harm, particularly among youth. This study aimed to report the estimated annual economic cost of U.S. suicide and nonfatal self-harm. METHODS In 2023 CDC's WISQARS Cost of Injury provided the retrospective number of suicides and nonfatal self-harm injury emergency department (ED) visits from national surveillance sources by sex and age group, as well as the estimated annual economic cost of associated medical spending, lost work productivity, reduced quality of life from injury morbidity, and avoidable mortality based on the value of statistical life during 2015-2020. RESULTS The economic cost of suicide and nonfatal self-harm averaged $510 billion (2020 USD) annually, the majority from life years lost to suicide. Working-aged adults (aged 25-64 years) comprised nearly 75% of the average annual economic cost of suicide ($356B of $484B) and children and younger adults (aged 10-44 years) comprised nearly 75% of the average annual economic cost of nonfatal self-harm injuries ($19B of $26B). CONCLUSIONS Suicide and self-harm have substantial societal costs. Measuring the consequences in terms of comprehensive economic cost can inform investments in suicide prevention strategies.
Collapse
Affiliation(s)
- Cora Peterson
- National Center for Injury Prevention and Control, Centers for Disease Control and Prevention (CDC), Atlanta, Georgia.
| | - Tadesse Haileyesus
- National Center for Injury Prevention and Control, Centers for Disease Control and Prevention (CDC), Atlanta, Georgia
| | - Deborah M Stone
- National Center for Injury Prevention and Control, Centers for Disease Control and Prevention (CDC), Atlanta, Georgia
| |
Collapse
|
15
|
Ghaemi SN. The pseudoscience of lithium and suicide: Reanalysis of a misleading meta-analysis. J Psychopharmacol 2024; 38:597-603. [PMID: 38863399 DOI: 10.1177/02698811241257833] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/13/2024]
Abstract
By manipulating inclusion criteria, one can prove whatever point one wishes in meta-analysis. This critique examines a recent meta-analysis claiming lithium ineffectiveness for suicidality, based on three biased features: inclusion of many large studies specifically designed to exclude suicidality, producing zero suicide outcomes in all groups (n = 1856), thereby artificially decreasing statistical significance; arbitrary exclusion of all trials prior to the year 2000, thereby excluding two randomized clinical trials which demonstrated benefit for lithium; and underreporting of placebo suicide events in a recent randomized trial. It thereby created a smaller effect size (two suicides with lithium versus five with placebo = RR = 0.42), though still beneficial for lithium, and a larger denominator of no events (total n for included studies = 2578), leading to the claim of statistical non-significance (95% confidence intervals (CIs) 0.1-4.5). The same literature can be analyzed including the two excluded older studies, and including the two placebo deaths in the recent trial, producing a larger effect size (two suicides with lithium versus nine with placebo, RR = 0.25). Furthermore, uninformative studies with no events could be excluded (total n for included studies = 1203), as is standard practice in meta-analysis, producing statistically significant results (95% CIs 0.05, 0.83). This more complete, more accurate, and less biased meta-analysis is provided in this article.In short, including all studies with non-zero suicide outcomes, there is clear benefit for lithium. The recent meta-analysis is a classic example of pseudoscience, using scientific technique superficially to confirm, rather than refute, one's own opinions.
Collapse
Affiliation(s)
- Seyyed Nassir Ghaemi
- Department of Psychiatry, Harvard Medical School, Tufts University, Boston, MA, USA
| |
Collapse
|
16
|
Durpoix A, Rolling J, Coutelle R, Lalanne L. Psychotherapies in opioid use disorder: toward a step-care model. J Neural Transm (Vienna) 2024; 131:437-452. [PMID: 37987829 PMCID: PMC11055728 DOI: 10.1007/s00702-023-02720-8] [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: 07/27/2023] [Accepted: 11/01/2023] [Indexed: 11/22/2023]
Abstract
Opioid use disorder (OUD) is characterized by a lack of control in opioid use, resulting in psychological distress and deficits in interpersonal and social functioning. OUD is often associated with psychiatric comorbidities that increase the severity of the disorder. The consequences of OUD are dramatic in terms of increased morbi-mortality. Specific medications and psychotherapies are essential tools not only in the treatment of OUD but also in the prevention of suicide and overdoses. In our review, we assess the different types of psychotherapies (counseling, motivational interviewing, contingency management, cognitive-behavioral therapy, and dialectical-behavior therapy) that are delivered to opioid users, either associated or un-associated with OUD medications and/or medications for psychiatric disabilities. We describe the application of these therapies first to adult opioid users and then to adolescents. This work led us to propose a stepped-care model of psychotherapies for OUD which provided information to assist clinicians in decision-making regarding the selection of psychotherapeutic strategies according to patients' OUD severity.
Collapse
Affiliation(s)
- Amaury Durpoix
- Addictology Department, Strasbourg University Hospital, 1, place de l'Hôpital, 67091, Strasbourg, France
- Strasbourg University, Faculty of Medicine, Strasbourg, France
| | - Julie Rolling
- Psychiatry, Mental Health and Addictology Department, Strasbourg University Hospital, Strasbourg, France
- Regional Center for Psychotrauma Great East, Strasbourg, France
- Centre National de la Recherche Scientifique Unité Propre de Recherche 3212 (CNRS UPR 3212), Institute for Cellular and Integrative Neurosciences (INCI), Strasbourg, France
| | - Romain Coutelle
- Psychiatry, Mental Health and Addictology Department, Strasbourg University Hospital, Strasbourg, France
- INSERM U1114, Cognitive Neuropsychology, and Pathophysiology of Schizophrenia, Strasbourg, France
| | - Laurence Lalanne
- Addictology Department, Strasbourg University Hospital, 1, place de l'Hôpital, 67091, Strasbourg, France.
- INSERM U1114, Cognitive Neuropsychology, and Pathophysiology of Schizophrenia, Strasbourg, France.
- Strasbourg University, Faculty of Medicine, Strasbourg, France.
- Fédération de Médecine translationnelle de Strasbourg, Strasbourg, France.
| |
Collapse
|
17
|
Na PJ, Petrakis IL, Krystal JH, Pietrzak RH. Problem Opioid Use Among US Military Veterans: Prevalence, Correlates, and Psychiatric Characteristics. J Addict Med 2024; 18:313-318. [PMID: 38498625 PMCID: PMC11150085 DOI: 10.1097/adm.0000000000001286] [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: 03/20/2024]
Abstract
OBJECTIVE Problem opioid use (POU) is a serious public health crisis in the United States. However, little research has examined the prevalence, correlates, and psychiatric characteristics of POU in vulnerable segments of the population, such as US military veterans. METHODS Data were analyzed from the National Health and Resilience in Veterans Study, which surveyed a nationally representative sample of 2441 US veterans. Multivariable logistic regression models were conducted to identify correlates and psychiatric correlates of POU (defined as a positive screen on the Tobacco, Alcohol, Prescription Medication, and Other Substance Use Tool). RESULTS A total 3.0% (95% confidence interval, 2.0%-4.5%) of US veterans screened positive for POU. Black, non-Hispanic race/ethnicity (odds ratio [OR], 3.83), lifetime alcohol use disorder (OR, 3.38), major depressive disorder (MDD; OR, 2.52), greater number of medical conditions (OR, 1.15), and disability in instrumental activities of daily living (IADL); OR, 1.86) were independently associated with POU. A significant interaction between IADL disability and MDD was observed (OR, 10.73)-among veterans with IADL disability, those with MDD had more than 6-fold greater POU than those without MDD (20.6% vs 3.2%). Furthermore, POU was associated with 2- to 3-folds greater odds of current generalized anxiety disorder and current posttraumatic stress disorder, and lifetime suicide attempt. CONCLUSIONS POU affects 3.0% of US veterans and is associated with Black race/ethnicity, lifetime physical and mental health morbidities, as well as current psychiatric disorders and lifetime suicide attempts. Results underscore the importance of assessing physical and mental health disorders in veterans at-risk for POU and addressing co-occurring psychiatric disorders associated with POU in this population.
Collapse
Affiliation(s)
- Peter J. Na
- VA Connecticut Healthcare System, West Haven, CT, USA
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA
| | - Ismene L. Petrakis
- VA Connecticut Healthcare System, West Haven, CT, USA
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA
- National Center for PTSD, VA Connecticut Healthcare System, West Haven, CT
| | - John H. Krystal
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA
- National Center for PTSD, VA Connecticut Healthcare System, West Haven, CT
| | - Robert H. Pietrzak
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA
- National Center for PTSD, VA Connecticut Healthcare System, West Haven, CT
- Department of Social and Behavioral Sciences, Yale School of Public Health, New Haven, CT
| |
Collapse
|
18
|
Arakelian M, Barnett B, Weleff J. The Zero Suicide Model in Addiction Treatment Settings: Recognizing the Need for Feasibility and Implementation Data. Psychiatr Serv 2024; 75:378-380. [PMID: 37933133 DOI: 10.1176/appi.ps.20230175] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/08/2023]
Abstract
The Zero Suicide (ZS) model is a promising approach for preventing all suicides across health care settings. ZS provides guidelines for health care systems to implement best practices in suicide prevention. Patients with substance use disorders are at increased risk for suicide, but no known research has investigated how to integrate the ZS model into addiction treatment settings. This Open Forum encourages clinicians and researchers to integrate ZS into such settings and to study its feasibility and effectiveness. ZS integration into addiction treatment may improve both suicide and addiction outcomes, but additional research is needed.
Collapse
Affiliation(s)
- Miranda Arakelian
- Cleveland Clinic Lerner College of Medicine at Case Western Reserve University, Cleveland Clinic, Cleveland (Arakelian, Barnett); Department of Psychiatry and Psychology, Neurological Institute, Cleveland Clinic, Cleveland (Barnett); Department of Psychiatry, Yale University School of Medicine, New Haven (Weleff)
| | - Brian Barnett
- Cleveland Clinic Lerner College of Medicine at Case Western Reserve University, Cleveland Clinic, Cleveland (Arakelian, Barnett); Department of Psychiatry and Psychology, Neurological Institute, Cleveland Clinic, Cleveland (Barnett); Department of Psychiatry, Yale University School of Medicine, New Haven (Weleff)
| | - Jeremy Weleff
- Cleveland Clinic Lerner College of Medicine at Case Western Reserve University, Cleveland Clinic, Cleveland (Arakelian, Barnett); Department of Psychiatry and Psychology, Neurological Institute, Cleveland Clinic, Cleveland (Barnett); Department of Psychiatry, Yale University School of Medicine, New Haven (Weleff)
| |
Collapse
|
19
|
Hu FH, Xu J, Jia YJ, Ge MW, Zhang WQ, Tang W, Zhao DY, Hu SQ, Du W, Shen WQ, Xu H, Zhang WB, Chen HL. Non-pharmacological interventions for preventing suicide attempts: A systematic review and network meta-analysis. Asian J Psychiatr 2024; 93:103913. [PMID: 38219553 DOI: 10.1016/j.ajp.2024.103913] [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: 07/17/2023] [Revised: 12/30/2023] [Accepted: 01/03/2024] [Indexed: 01/16/2024]
Abstract
Suicide attempts can cause serious physical harm or death. It would be crucial to gain a better understanding of the comparative efficacy of non-pharmacological interventions. We aimed to identify which non-pharmacological interventions are more effective in preventing suicide attempts. PubMed, Web of Science, and EMBASE databases were searched systematically from their inception until 3 April 2023. To be eligible for inclusion, randomized controlled trials (RCTs) had to meet the following criteria: Participants were individuals who had suicidal ideation or a history of severe self-harm or attempted suicide. A network meta-analysis was performed using a random effects model to estimate the treatment effect of various non-pharmacological interventions. (PROSPERO registration number: CRD42023411393). We obtained data from 54 studies involving 17,630 participants. Our primary analysis found that Cognitive therapy (CT) (OR=0.19, 95%CI =0.04-0.81), Dialectical Behavior Therapy (DBT) (OR=0.37, 95%CI =0.13-0.97), Cognitive-behavioral therapy (CBT) (OR=0.42, 95%CI =0.17-0.99), and Brief intervention and contact (BIC) (OR=0.65, 95%CI=0.44-0.94) were superior to TAU (within the longest available follow-up time) in preventing suicide attempts, while other intervention methods do not show significant advantages over TAU. Secondary analysis showed that the two intervention measures (CT and BIC) were effective when follow-up time did not exceed 6 months, but there was no effective intervention measure with longer follow-up times. CT, DBT, CBT, and BIC have a better effect in preventing suicide attempts than other non-pharmacological interventions. Additional research is necessary to validate which interventions, as well as which combinations of interventions, are the most effective.
Collapse
Affiliation(s)
- Fei-Hong Hu
- Medical School of Nantong University, Nantong, Jiangsu, PR China
| | - Jie Xu
- Medical School of Nantong University, Nantong, Jiangsu, PR China
| | - Yi-Jie Jia
- Medical School of Nantong University, Nantong, Jiangsu, PR China
| | - Meng-Wei Ge
- Medical School of Nantong University, Nantong, Jiangsu, PR China
| | - Wan-Qing Zhang
- Medical School of Nantong University, Nantong, Jiangsu, PR China
| | - Wen Tang
- Medical School of Nantong University, Nantong, Jiangsu, PR China
| | - Dan-Yan Zhao
- Medical School of Nantong University, Nantong, Jiangsu, PR China
| | - Shi-Qi Hu
- Medical School of Nantong University, Nantong, Jiangsu, PR China
| | - Wei Du
- Medical School of Nantong University, Nantong, Jiangsu, PR China
| | - Wang-Qin Shen
- Medical School of Nantong University, Nantong, Jiangsu, PR China
| | - Hong Xu
- Nantong Center for Disease Control and Prevention, Nantong, Jiangsu, PR China
| | - Wei-Bing Zhang
- Nantong Center for Disease Control and Prevention, Nantong, Jiangsu, PR China.
| | - Hong-Lin Chen
- School of Public Health, Nantong University, Nantong, Jiangsu, PR China.
| |
Collapse
|
20
|
Sher L. Long COVID-19 and Suicide. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2024; 1458:51-57. [PMID: 39102189 DOI: 10.1007/978-3-031-61943-4_4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/06/2024]
Abstract
Suicide is a significant public health problem around the world. More than 90% of individuals who die by suicide have a diagnosable psychiatric disorder, and most persons who attempt suicide also have a psychiatric illness. Depression, anxiety, posttraumatic symptoms, sleep disturbances, decreased energy, and cognitive abnormalities are the most frequently reported psychiatric symptoms of long COVID. All these conditions are associated with suicidal ideation and behavior. Therefore, individuals with long COVID may be at increased risk of suicide. Recent studies of patients with long COVID confirm that individuals with long COVID are at increased suicide risk. It is vital to educate clinicians taking care of long COVID individuals that patients with long COVID may be suicidal, that it is essential to screen patients with long COVID for suicidality, and if needed, suicide prevention interventions should be employed.
Collapse
Affiliation(s)
- Leo Sher
- James J. Peters VA Medical Center, 130 West Kingsbridge Road, New York, NY, 10468, USA.
- Icahn School of Medicine at Mount Sinai, New York, NY, USA.
- Columbia University College of Physicians and Surgeons, New York, NY, USA.
| |
Collapse
|
21
|
Nowels MA, Duberstein PR, Crystal S, Treitler P, Miles J, Olfson M, Samples H. Suicide within 1 year of non-fatal overdose: Risk factors and risk reduction with medications for opioid use disorder. Gen Hosp Psychiatry 2024; 86:24-32. [PMID: 38061284 PMCID: PMC10880030 DOI: 10.1016/j.genhosppsych.2023.11.003] [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: 07/19/2023] [Revised: 09/15/2023] [Accepted: 11/03/2023] [Indexed: 01/27/2024]
Abstract
OBJECTIVE Individuals with substance use disorders and overdoses have high risk of suicide death, but evidence is limited on the relationship between interventions following the initial overdose and subsequent suicide death. METHODS National Medicare data were used to identify Medicare disability beneficiaries (MDBs) with inpatient or emergency care for non-fatal opioid overdoses from 2008 to 2016. Data were linked with National Death Index (NDI) to obtain dates and causes of death for the sample. Cox proportional hazards models estimated the associations between exposure to interventions (mechanical ventilation, MOUD) and suicide death. RESULTS The sample (n = 81,654) had a suicide rate in the year following a non-fatal overdose of 566 per 100,000 person-years. Post-overdose MOUD was associated with an adjusted hazard ratio of 0.20 (95%CI: 0.05,0.85). Risk of suicide was elevated for those whose initial overdoses required mechanical ventilation as part of the treatment (aHR: 1.86, 95%CI:[1.48,2.34]). CONCLUSIONS The year following a non-fatal opioid overdose is a very high-risk period for suicide among MDBs. Those receiving MOUD had an 80% reduction in the hazards of suicide, while those whose overdose treatment involved mechanical ventilation had 86% higher hazards of death by suicide. Our findings highlight the importance of psychiatric intervention in this high-risk population. Efforts are needed to initiate and retain more patients in MOUD.
Collapse
Affiliation(s)
- Molly A Nowels
- Department of Health Behavior, Society, and Policy, Rutgers School of Public Health, 683 Hoes Lane West, Piscataway, NJ 08854, USA; Institute for Health, Health Care Policy, and Aging Research, Rutgers University, 112 Paterson St, New Brunswick, NJ 08901, USA.
| | - Paul R Duberstein
- Department of Health Behavior, Society, and Policy, Rutgers School of Public Health, 683 Hoes Lane West, Piscataway, NJ 08854, USA
| | - Stephen Crystal
- Institute for Health, Health Care Policy, and Aging Research, Rutgers University, 112 Paterson St, New Brunswick, NJ 08901, USA
| | - Peter Treitler
- School of Social Work, Boston University, 264 Bay State Road, Boston, MA 02215, USA
| | - Jennifer Miles
- Institute for Health, Health Care Policy, and Aging Research, Rutgers University, 112 Paterson St, New Brunswick, NJ 08901, USA
| | - Mark Olfson
- New York Psychiatric Institute, Columbia University, 1051 Riverside Drive, New York, NY 10032, USA
| | - Hillary Samples
- Department of Health Behavior, Society, and Policy, Rutgers School of Public Health, 683 Hoes Lane West, Piscataway, NJ 08854, USA; Institute for Health, Health Care Policy, and Aging Research, Rutgers University, 112 Paterson St, New Brunswick, NJ 08901, USA
| |
Collapse
|
22
|
Vekaria V, Patra BG, Xi W, Murphy SM, Avery J, Olfson M, Pathak J. Association of opioid or other substance use disorders with health care use among patients with suicidal symptoms. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2024; 156:209177. [PMID: 37820869 PMCID: PMC10841388 DOI: 10.1016/j.josat.2023.209177] [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: 01/08/2023] [Revised: 06/23/2023] [Accepted: 09/30/2023] [Indexed: 10/13/2023]
Abstract
INTRODUCTION Prior literature establishes noteworthy relationships between suicidal symptoms and substance use disorders (SUDs), particularly opioid use disorder (OUD). However, engagement with health care services among this vulnerable population remains underinvestigated. This study sought to examine patterns of health care use, identify risk factors in seeking treatment, and assess associations between outpatient service use and emergency department (ED) visits. METHODS Using electronic health records (EHRs) derived from five health systems across New York City, the study selected 7881 adults with suicidal symptoms (including suicidal ideation, suicide attempt, or self-harm) and SUDs between 2010 and 2019. To examine the association between SUDs (including OUD) and all-cause service use (outpatient, inpatient, and ED), we performed quasi-Poisson regressions adjusted for age, gender, and chronic disease burden, and we estimated the relative risks (RR) of associated factors. Next, the study evaluated cause-specific utilization within each resource category (SUD-related, suicide-related, and other-psychiatric) and compared them using Mann-Whitney U tests. Finally, we used adjusted quasi-Poisson regression models to analyze the association between outpatient and ED utilization among different risk groups. RESULTS Among patients with suicidal symptoms and SUD diagnoses, relative to other SUDs, a diagnosis of OUD was associated with higher all-cause outpatient visits (RR: 1.22), ED visits (RR: 1.54), and inpatient hospitalizations (RR: 1.67) (ps < 0.001). Men had a lower risk of having outpatient visits (RR: 0.80) and inpatient hospitalizations (RR: 0.90), and older age protected against ED visits (RR range: 0.59-0.69) (ps < 0.001). OUD was associated with increased SUD-related encounters across all settings, and increased suicide-related ED visits and inpatient hospitalizations (p < 0.001). Individuals with more mental health outpatient visits were less likely to have suicide-related ED visits (RR: 0.86, p < 0.01), however this association was not found among younger and male patients with OUD. Although few OUD patients received medications for OUD (MOUD) treatment (9.9 %), methadone composed the majority of MOUD prescriptions (77.7 %), of which over 70 % were prescribed during an ED encounter. CONCLUSIONS This study reinforces the importance of tailoring SUD and suicide risk interventions to different age groups and types of SUDs, and highlights missed opportunities for deploying screening and prevention resources among the male and OUD populations. Redressing underutilization of MOUD remains a priority to reduce acute health outcomes among younger patients with OUD.
Collapse
Affiliation(s)
- Veer Vekaria
- Department of Population Health Sciences, Weill Cornell Medicine, New York, NY, United States of America
| | - Braja G Patra
- Department of Population Health Sciences, Weill Cornell Medicine, New York, NY, United States of America
| | - Wenna Xi
- Department of Population Health Sciences, Weill Cornell Medicine, New York, NY, United States of America
| | - Sean M Murphy
- Department of Population Health Sciences, Weill Cornell Medicine, New York, NY, United States of America
| | - Jonathan Avery
- Department of Psychiatry, Weill Cornell Medicine, New York, NY, United States of America
| | - Mark Olfson
- Department of Psychiatry, Columbia University, New York, NY, United States of America
| | - Jyotishman Pathak
- Department of Population Health Sciences, Weill Cornell Medicine, New York, NY, United States of America; Department of Psychiatry, Weill Cornell Medicine, New York, NY, United States of America.
| |
Collapse
|
23
|
Brennan GM, Moffitt TE, Ambler A, Harrington H, Hogan S, Houts RM, Mani R, Poulton R, Ramrakha S, Caspi A. Tracing the origins of midlife despair: association of psychopathology during adolescence with a syndrome of despair-related maladies at midlife. Psychol Med 2023; 53:7569-7580. [PMID: 37161676 PMCID: PMC10636241 DOI: 10.1017/s0033291723001320] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/29/2022] [Revised: 02/13/2023] [Accepted: 04/19/2023] [Indexed: 05/11/2023]
Abstract
BACKGROUND Midlife adults are experiencing a crisis of deaths of despair (i.e. deaths from suicide, drug overdose, and alcohol-related liver disease). We tested the hypothesis that a syndrome of despair-related maladies at midlife is preceded by psychopathology during adolescence. METHODS Participants are members of a representative cohort of 1037 individuals born in Dunedin, New Zealand in 1972-73 and followed to age 45 years, with 94% retention. Adolescent mental disorders were assessed in three diagnostic assessments at ages 11, 13, and 15 years. Indicators of despair-related maladies across four domains - suicidality, substance misuse, sleep problems, and pain - were assessed at age 45 using multi-modal measures including self-report, informant-report, and national register data. RESULTS We identified and validated a syndrome of despair-related maladies at midlife involving suicidality, substance misuse, sleep problems, and pain. Adults who exhibited a more severe syndrome of despair-related maladies at midlife tended to have had early-onset emotional and behavioral disorders [β = 0.23, 95% CI (0.16-0.30), p < 0.001], even after adjusting for sex, childhood SES, and childhood IQ. A more pronounced midlife despair syndrome was observed among adults who, as adolescents, were diagnosed with a greater number of mental disorders [β = 0.26, 95% CI (0.19-0.33), p < 0.001]. Tests of diagnostic specificity revealed that associations generalized across different adolescent mental disorders. CONCLUSIONS Midlife adults who exhibited a more severe syndrome of despair-related maladies tended to have had psychopathology as adolescents. Prevention and treatment of adolescent psychopathology may mitigate despair-related maladies at midlife and ultimately reduce deaths of despair.
Collapse
Affiliation(s)
- Grace M. Brennan
- Duke Aging Center, Duke University School of Medicine, Durham, NC, USA
- Department of Psychology & Neuroscience, Duke University, Durham, NC, USA
| | - Terrie E. Moffitt
- Duke Aging Center, Duke University School of Medicine, Durham, NC, USA
- Department of Psychology & Neuroscience, Duke University, Durham, NC, USA
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, USA
- Center for the Study of Population Health and Aging, Duke University Population Research Institute, Durham, NC, USA
- Institute of Psychiatry, King's College London, London, UK
- Center for Genomic and Computational Biology, Duke University, Durham, NC, USA
- Promenta, University of Oslo, Oslo, Norway
| | - Antony Ambler
- Institute of Psychiatry, King's College London, London, UK
| | - HonaLee Harrington
- Department of Psychology & Neuroscience, Duke University, Durham, NC, USA
| | - Sean Hogan
- Department of Psychology and Dunedin Multidisciplinary Health and Development Research Unit, University of Otago, Dunedin, New Zealand
| | - Renate M. Houts
- Department of Psychology & Neuroscience, Duke University, Durham, NC, USA
| | | | - Richie Poulton
- Department of Psychology and Dunedin Multidisciplinary Health and Development Research Unit, University of Otago, Dunedin, New Zealand
| | - Sandhya Ramrakha
- Department of Psychology and Dunedin Multidisciplinary Health and Development Research Unit, University of Otago, Dunedin, New Zealand
| | - Avshalom Caspi
- Duke Aging Center, Duke University School of Medicine, Durham, NC, USA
- Department of Psychology & Neuroscience, Duke University, Durham, NC, USA
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, USA
- Center for the Study of Population Health and Aging, Duke University Population Research Institute, Durham, NC, USA
- Institute of Psychiatry, King's College London, London, UK
- Center for Genomic and Computational Biology, Duke University, Durham, NC, USA
- Promenta, University of Oslo, Oslo, Norway
| |
Collapse
|
24
|
Natali I, Dewatripont M, Ginsburgh V, Goldman M, Legros P. Prescription opioids and economic hardship in France. THE EUROPEAN JOURNAL OF HEALTH ECONOMICS : HEPAC : HEALTH ECONOMICS IN PREVENTION AND CARE 2023; 24:1473-1504. [PMID: 36710287 PMCID: PMC9884604 DOI: 10.1007/s10198-022-01557-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/15/2022] [Accepted: 12/01/2022] [Indexed: 06/18/2023]
Abstract
This paper studies how opioid analgesic sales are empirically related to socioeconomic disparities in France, with a focus on poverty. This analysis is made possible using the OpenHealth database, which provides retail sales data for opioid analgesics available on the French market. We exploit firm-level data for each of the 94 departments in Metropolitan France between 2008 and 2017. We show that increases in the poverty rate are associated with increases in sales: a one percentage point increase in poverty is associated with approximately a 5% increase in mild opioid sales. Our analysis further shows that opioid sales are positively related to the share of middle-aged people and individuals with basic education only, while they are negatively related to population density. The granularity and longitudinal nature of these data allow us to control for a large pool of potential confounding factors. Our results suggest that additional interventions should be more intensively addressed toward the most deprived areas. We conclude that a combination of policies aimed at improving economic prospects and strictly monitoring access to opioid medications would be beneficial for reducing opioid-related harm.
Collapse
Affiliation(s)
- Ilaria Natali
- Université Libre de Bruxelles, Avenue F. D. Roosevelt, 50, 1050, Brussels, Belgium.
- European Center for Advanced Research in Economics and Statistics (ECARES), Université Libre de Bruxelles, Brussels, Belgium.
- Institute for Interdisciplinary Innovation in Healthcare (I3h), Université Libre de Bruxelles, Brussels, Belgium.
- Toulouse School of Economics (TSE), Université Toulouse 1 Capitole, Toulouse, France.
| | - Mathias Dewatripont
- European Center for Advanced Research in Economics and Statistics (ECARES), Université Libre de Bruxelles, Brussels, Belgium
- Institute for Interdisciplinary Innovation in Healthcare (I3h), Université Libre de Bruxelles, Brussels, Belgium
| | - Victor Ginsburgh
- European Center for Advanced Research in Economics and Statistics (ECARES), Université Libre de Bruxelles, Brussels, Belgium
- Institute for Interdisciplinary Innovation in Healthcare (I3h), Université Libre de Bruxelles, Brussels, Belgium
| | - Michel Goldman
- Institute for Interdisciplinary Innovation in Healthcare (I3h), Université Libre de Bruxelles, Brussels, Belgium
| | - Patrick Legros
- European Center for Advanced Research in Economics and Statistics (ECARES), Université Libre de Bruxelles, Brussels, Belgium
- Institute for Interdisciplinary Innovation in Healthcare (I3h), Université Libre de Bruxelles, Brussels, Belgium
| |
Collapse
|
25
|
Coffman CR, Leng JC, Ye Y, Hunter OO, Walters TL, Wang R, Wong JK, Mudumbai SC, Mariano ER. More Than a Perioperative Surgical Home: An Opportunity for Anesthesiologists to Advance Public Health. Semin Cardiothorac Vasc Anesth 2023; 27:273-282. [PMID: 37679298 DOI: 10.1177/10892532231200620] [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] [Indexed: 09/09/2023]
Abstract
Public health and the medical specialty of anesthesiology have been closely intertwined throughout history, dating back to the 1800s when Dr. John Snow used contact tracing methods to identify the Broad Street Pump as the source of a cholera outbreak in London. During the COVID-19 pandemic, leaders in anesthesiology and anesthesia patient safety came forward to develop swift recommendations in the face of rapidly changing evidence to help protect patients and healthcare workers. While these high-profile examples may seem like uncommon events, there are many common modern-day public health issues that regularly intersect with anesthesiology and surgery. These include, but are not limited to, smoking; chronic opioid use and opioid use disorder; and obstructive sleep apnea. As an evolving medical specialty that encompasses pre- and postoperative care and acute and chronic pain management, anesthesiologists are uniquely positioned to improve patient care and outcomes and promote long-lasting behavioral changes to improve overall health. In this article, we make the case for advancing the role of the anesthesiologist beyond the original perioperative surgical home model into promoting public health initiatives within the perioperative period.
Collapse
Affiliation(s)
- Clarity R Coffman
- Anesthesiology, Perioperative and Pain Medicine Service, Veterans Affairs Palo Alto Health Care System, Palo Alto, CA, USA
- Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Jody C Leng
- Anesthesiology, Perioperative and Pain Medicine Service, Veterans Affairs Palo Alto Health Care System, Palo Alto, CA, USA
- Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Ying Ye
- Anesthesiology, Perioperative and Pain Medicine Service, Veterans Affairs Palo Alto Health Care System, Palo Alto, CA, USA
- Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Oluwatobi O Hunter
- Anesthesiology, Perioperative and Pain Medicine Service, Veterans Affairs Palo Alto Health Care System, Palo Alto, CA, USA
| | - Tessa L Walters
- Anesthesiology, Perioperative and Pain Medicine Service, Veterans Affairs Palo Alto Health Care System, Palo Alto, CA, USA
- Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Rachel Wang
- Anesthesiology, Perioperative and Pain Medicine Service, Veterans Affairs Palo Alto Health Care System, Palo Alto, CA, USA
- Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Jimmy K Wong
- Anesthesiology, Perioperative and Pain Medicine Service, Veterans Affairs Palo Alto Health Care System, Palo Alto, CA, USA
- Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Seshadri C Mudumbai
- Anesthesiology, Perioperative and Pain Medicine Service, Veterans Affairs Palo Alto Health Care System, Palo Alto, CA, USA
- Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Edward R Mariano
- Anesthesiology, Perioperative and Pain Medicine Service, Veterans Affairs Palo Alto Health Care System, Palo Alto, CA, USA
- Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, CA, USA
| |
Collapse
|
26
|
Xing DG, Horan T, Bhuiyan MS, Faisal ASM, Densmore K, Murnane KS, Goeders NE, Bailey SR, Conrad SA, Vanchiere JA, Patterson JC, Kevil CG, Bhuiyan MAN. Social-geographic disparities in suicidal ideations among methamphetamine users in the USA. Psychiatry Res 2023; 329:115524. [PMID: 37852161 PMCID: PMC10841467 DOI: 10.1016/j.psychres.2023.115524] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/22/2023] [Revised: 10/01/2023] [Accepted: 10/02/2023] [Indexed: 10/20/2023]
Abstract
IMPORTANCE Methamphetamine use is a growing public health concern nationwide. Suicide is the second leading cause of death in 2019 for US citizens aged 10-14 years and 25-34 years and is also a significant public health concern. Understanding the intersection of methamphetamine use and suicidal ideation (SI) is necessary to develop public health and policy solutions that mitigate these ongoing severe public health issues. OBJECTIVE Our objective was to examine SI in methamphetamine users to allow us to determine prevalence and trends by age, sex, race, and geographical region. DESIGN, SETTINGS, AND PARTICIPANTS Using data collected between 2008 and 2019 from the National Inpatient Sample (NIS) database, we identified hospital admissions (HA) of patients ≥18 years of age with a primary or secondary diagnosis of SI who were also diagnosed as methamphetamine users. Those who used other substances with methamphetamine were excluded from the analysis. MAIN OUTCOME AND MEASURES To determine the trend and prevalence of hospital admissions due to SI and SI among methamphetamine users, we used trend weights to calculate the national estimates and performed design-based analysis to account for complex survey design and sampling weights on data collected between 2008 and 2019 in the US. RESULTS The prevalence ratio (PR) of hospitalizations with concurrent SI and methamphetamine use increased 16-fold from 2008 to 2019. The most significant increase occurred between 2015 and 2016; the PR doubled from 6.07 to 12.14. The PR of hospitalizations with concurrent SI and methamphetamine use was highest in patients aged 26-40 (49.08%) and 41-64 (28.49%). Patients aged 41-64 showed the most significant increase from 2008 to 2019 (15.8-fold). While non-Hispanic White patients comprised most of these hospitalizations (77.02%), non-Hispanic Black patients showed the highest proportional increase (39.1-fold). The Southern and Western regions in the US showed the highest PR for these hospitalizations (34.86% and 34.31%, respectively). CONCLUSION AND RELEVANCE Our findings indicate that SI in methamphetamine users has been increasing for some time and is likely to grow. In addition, our results suggest that these patients are demographically different. Both conditions are associated with a lesser likelihood of seeking and receiving care. Therefore, when addressing increased SI or methamphetamine use, learning more about patients who share both conditions is necessary to ensure proper care.
Collapse
Affiliation(s)
- Diensn G Xing
- Department of Medicine, Louisiana State University Health Sciences Center at Shreveport, Shreveport, LA 71103, United States
| | - Teresa Horan
- Department of Medicine, Louisiana State University Health Sciences Center at Shreveport, Shreveport, LA 71103, United States
| | - Md Shenuarin Bhuiyan
- Department of Molecular and Cellular Physiology, Louisiana State University Health Sciences Center at Shreveport, Shreveport, LA 71103, United States; Department of Pathology and Translational Pathobiology, Louisiana State University Health Sciences Center at Shreveport, Shreveport, LA 71103, United States
| | - Abu Saleh Mosa Faisal
- Department of Medicine, Louisiana State University Health Sciences Center at Shreveport, Shreveport, LA 71103, United States
| | - Kenneth Densmore
- Office of Research, Louisiana State University Health Sciences Center at Shreveport, Shreveport, LA 71103, United States
| | - Kevin S Murnane
- Department of Pharmacology, Toxicology & Neuroscience, Louisiana State University Health Sciences Center at Shreveport, Shreveport, LA 71103, United States; Department of Psychiatry and Behavioral Medicine, Louisiana State University Health Sciences Center at Shreveport, Shreveport, LA 71103, United States; Louisiana Addiction Research Center, Louisiana State University Health Sciences Center at Shreveport, Shreveport, LA, United States
| | - Nicholas E Goeders
- Department of Pharmacology, Toxicology & Neuroscience, Louisiana State University Health Sciences Center at Shreveport, Shreveport, LA 71103, United States; Department of Psychiatry and Behavioral Medicine, Louisiana State University Health Sciences Center at Shreveport, Shreveport, LA 71103, United States; Louisiana Addiction Research Center, Louisiana State University Health Sciences Center at Shreveport, Shreveport, LA, United States
| | - Steven R Bailey
- Department of Medicine, Louisiana State University Health Sciences Center at Shreveport, Shreveport, LA 71103, United States
| | - Steven A Conrad
- Department of Medicine, Louisiana State University Health Sciences Center at Shreveport, Shreveport, LA 71103, United States; Department of Pediatrics, LSU Health Sciences Center Shreveport, Shreveport, LA, United States
| | - John A Vanchiere
- Department of Pharmacology, Toxicology & Neuroscience, Louisiana State University Health Sciences Center at Shreveport, Shreveport, LA 71103, United States; Department of Pediatrics, LSU Health Sciences Center Shreveport, Shreveport, LA, United States
| | - James C Patterson
- Department of Pharmacology, Toxicology & Neuroscience, Louisiana State University Health Sciences Center at Shreveport, Shreveport, LA 71103, United States; Department of Psychiatry and Behavioral Medicine, Louisiana State University Health Sciences Center at Shreveport, Shreveport, LA 71103, United States; Louisiana Addiction Research Center, Louisiana State University Health Sciences Center at Shreveport, Shreveport, LA, United States
| | - Christopher G Kevil
- Department of Molecular and Cellular Physiology, Louisiana State University Health Sciences Center at Shreveport, Shreveport, LA 71103, United States; Department of Pathology and Translational Pathobiology, Louisiana State University Health Sciences Center at Shreveport, Shreveport, LA 71103, United States
| | - Mohammad Alfrad Nobel Bhuiyan
- Department of Medicine, Louisiana State University Health Sciences Center at Shreveport, Shreveport, LA 71103, United States; Louisiana Addiction Research Center, Louisiana State University Health Sciences Center at Shreveport, Shreveport, LA, United States.
| |
Collapse
|
27
|
Bricker DA, Crawford TN, Castle A, Anderson M, James AM, Hershberger PJ. PRESTO: Promoting Engagement for the Safe Tapering of Opioids. Pain 2023; 164:2553-2563. [PMID: 37326671 DOI: 10.1097/j.pain.0000000000002961] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2022] [Accepted: 04/25/2023] [Indexed: 06/17/2023]
Abstract
ABSTRACT Twenty-four percent of all U.S. opioid overdose deaths involve a prescription opioid. Changing prescribing practices is considered a key step in reducing opioid overdoses. Primary care providers (PCPs) commonly lack the patient engagement skills needed to address patient resistance to taper or end opioid prescriptions. We developed and evaluated a protocol aimed at improving PCP opioid-prescribing patterns and modeled on the evidence-based Screening, Brief Intervention, and Referral to Treatment (SBIRT) approach. We conducted a time series trial comparing provider opioid prescribing 8 months before and 8 months after training with the PRomoting Engagement for Safe Tapering of Opioids (PRESTO) protocol. The 148 Ohio PCPs who completed PRESTO training gained confidence in their ability to engage their patients on the topics of opioid overdose risk and potential opioid tapering. Promoting Engagement for Safe Tapering of Opioids participants had decreased opioid-prescribing over time, but this was not significantly different from Ohio PCPs who had not received PRESTO training. Participants completing PRESTO training had small, but significant increased buprenorphine prescribing over time compared with Ohio PCPs who had not received PRESTO training. The PRESTO approach and opioid risk pyramid warrant further study and validation.
Collapse
Affiliation(s)
| | - Timothy N Crawford
- Family Medicine, Boonshoft School of Medicine, Wright State University, Dayton, OH, United States
| | - Angie Castle
- Family Medicine, Boonshoft School of Medicine, Wright State University, Dayton, OH, United States
| | - Maria Anderson
- Boonshoft School of Medicine, Wright State University, Dayton, OH, United States
| | - Autumn M James
- Family Medicine, Boonshoft School of Medicine, Wright State University, Dayton, OH, United States
| | - Paul J Hershberger
- Family Medicine, Boonshoft School of Medicine, Wright State University, Dayton, OH, United States
| |
Collapse
|
28
|
Suda KJ, Boyer TL, Blosnich JR, Cashy JP, Hubbard CC, Sharp LK. Opioid and High-Risk Prescribing Among Racial and Ethnic Minority Veterans. Am J Prev Med 2023; 65:863-875. [PMID: 37302514 DOI: 10.1016/j.amepre.2023.06.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/09/2023] [Revised: 06/06/2023] [Accepted: 06/06/2023] [Indexed: 06/13/2023]
Abstract
INTRODUCTION The purpose of this study is to compare opioid prescribing and high-risk prescribing by race and ethnicity in a national cohort of U.S. veterans. METHODS A cross-sectional analysis of veteran characteristics and healthcare use was performed on electronic health record data for 2018 Veterans Health Administration users and enrollees in 2022. RESULTS Overall, 14.8% received an opioid prescription. The adjusted odds of being prescribed an opioid were lower for all race/ethnicity groups than for non-Hispanic White veterans, except for non-Hispanic multiracial (AOR=1.03; 95% CI=0.999, 1.05) and non-Hispanic American Indian/Alaska Native (AOR=1.06; 95% CI=1.03, 1.09) veterans. The odds of any day of overlapping opioid prescriptions (i.e., opioid overlap) were lower for all race/ethnicity groups than for the non-Hispanic White group, except for the non-Hispanic American Indian/Alaska Native group (AOR=1.01; 95% CI=0.96, 1.07). Similarly, all race/ethnicity groups had lower odds of any day of daily dose >120 morphine milligram equivalents than the non-Hispanic White group, except for the non-Hispanic multiracial (AOR=0.96; 95% CI=0.87, 1.07) and non-Hispanic American Indian/Alaska Native (AOR=1.06; 95% CI=0.96, 1.17) groups. Non-Hispanic Asian veterans had the lowest odds for any day of opioid overlap (AOR=0.54; 95% CI=0.50, 0.57) and daily dose >120 morphine milligram equivalents (AOR=0.43; 95% CI=0.36, 0.52). For any day of opioid-benzodiazepine overlap, all races/ethnicities had lower odds than non-Hispanic White. Non-Hispanic Black/African American (AOR=0.71; 95% CI=0.70, 0.72) and non-Hispanic Asian (AOR=0.73; 95% CI=0.68, 0.77) veterans had the lowest odds of any day of opioid-benzodiazepine overlap. CONCLUSIONS Non-Hispanic White and non-Hispanic American Indian/Alaska Native veterans had the greatest likelihood to receive an opioid prescription. When an opioid was prescribed, high-risk prescribing was more common in White and American Indian/Alaska Native veterans than in all other racial/ethnic groups. As the nation's largest integrated healthcare system, the Veterans Health Administration can develop and test interventions to achieve health equity for patients experiencing pain.
Collapse
Affiliation(s)
- Katie J Suda
- Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, Pennsylvania; Division of General Internal Medicine, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania.
| | - Taylor L Boyer
- Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, Pennsylvania
| | - John R Blosnich
- Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, Pennsylvania; Suzanne Dworak-Peck School of Social Work, University of Southern California, Los Angeles, California
| | - John P Cashy
- Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, Pennsylvania
| | - Colin C Hubbard
- Division of Hospital Medicine, Department of Medicine, University of California San Francisco, San Francisco, California
| | - Lisa K Sharp
- Department of Biobehavioral Nursing Science, College of Nursing, University of Illinois Chicago, Illinois, Chicago
| |
Collapse
|
29
|
Yarborough BJH, Stumbo SP, Coleman MJ, Ling Grant DS, Hulsey J, Shaw JL, Ahmedani BK, Bruschke C, Carson CPA, Cooper R, Firemark A, Hulst D, Massimino S, Miller-Matero LR, Swanson JR, Leonard A, Westphal J, Coleman KJ. Suicide-related care among patients who have experienced an opioid-involved overdose. Gen Hosp Psychiatry 2023; 85:8-18. [PMID: 37717389 PMCID: PMC10840798 DOI: 10.1016/j.genhosppsych.2023.09.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/29/2023] [Revised: 07/26/2023] [Accepted: 09/08/2023] [Indexed: 09/19/2023]
Abstract
OBJECTIVE Our objective was to describe suicide prevention care for individuals prescribed opioids or with opioid use disorder (OUD) and identify opportunities for improving this care. METHODS Adult patients (n = 65) from four health systems with an opioid-involved overdose and clinicians (n = 21) who had contact with similar patients completed 30-60-min semi-structured interviews. A community advisory board contributed to development of all procedures, and interpretation and summary of findings. RESULTS Patients were mostly female (59%), White (63%) and non-Hispanic (77%); 52 were prescribed opioids, 49% had diagnosed OUD, and 42% experienced an intentional opioid-involved overdose. Findings included: 1) when prescribed an opioid or treated for OUD, suicide risks were typically not discussed; 2) 35% of those with an intentional opioid-involved overdose and over 80% with an unintentional overdose reported no discussion of suicidal ideation when treated for the overdose; and 3) suicide-related follow-up care was uncommon among those with unintentional overdoses despite suicidal ideation being reported by >20%. Clinicians reported that when prescribing opioids or treating OUD, post-overdose suicide-related screening or counseling was not done routinely. CONCLUSIONS There were several opportunities to tailor suicide prevention care for patients who were treated for opioid-involved overdoses within health systems.
Collapse
Affiliation(s)
| | - Scott P Stumbo
- Center for Health Research, Kaiser Permanente Northwest, Portland, OR, USA
| | | | - Deborah S Ling Grant
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | | | | | - Brian K Ahmedani
- Center for Health Policy & Health Services Research, Henry Ford Health, Detroit, MI, USA
| | - Cambria Bruschke
- Kaiser Permanente, National Mental Health and Wellness, Oakland, CA, USA
| | | | - Rachael Cooper
- Shatterproof, National Stigma Initiative, Madison, WI, USA
| | - Alison Firemark
- Center for Health Research, Kaiser Permanente Northwest, Portland, OR, USA
| | - Douglas Hulst
- Depression and Bipolar Support Alliance, Chicago, IL, USA
| | - Stefan Massimino
- Center for Health Research, Kaiser Permanente Northwest, Portland, OR, USA
| | - Lisa R Miller-Matero
- Center for Health Policy & Health Services Research, Henry Ford Health, Detroit, MI, USA
| | - Jon R Swanson
- Kaiser Foundation Health Plan, Ethics and Compliance, Care Delivery & Quality Compliance, Pasadena, CA, USA
| | | | - Joslyn Westphal
- Center for Health Policy & Health Services Research, Henry Ford Health, Detroit, MI, USA
| | - Karen J Coleman
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA.
| |
Collapse
|
30
|
Mutter R, Spencer D, McPheeters J. Outcomes Associated with Treatment with and Without Medications for Opioid Use Disorder. J Behav Health Serv Res 2023; 50:524-539. [PMID: 37311970 DOI: 10.1007/s11414-023-09841-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/16/2023] [Indexed: 06/15/2023]
Abstract
There is limited research on outcomes for patients who start treatment for opioid use disorder (OUD) with only psychosocial treatment compared to those who initiate treatment with either medications for OUD (MOUD) or the combination of psychosocial treatment and MOUD. Cox proportional hazards regression was used on a database of individuals with commercial health insurance or Medicare Advantage to estimate the associations of treatment type with opioid overdose and self-harm (separately). Logistic regression was used to estimate the association of treatment type with prescription opioid fill following treatment initiation. Relative to patients who initiated treatment with only psychosocial treatment, patients who also initiated treatment with MOUD had lower risk of having an overdose inpatient or emergency department (ED) encounter, a self-harm inpatient or ED encounter, and a prescription opioid filled following treatment initiation. Starting treatment with MOUD was associated with better patient outcomes than initiating treatment with only psychosocial treatment.
Collapse
Affiliation(s)
- Ryan Mutter
- Health Analysis Division, Congressional Budget Office, 441 D St SW, Washington, DC, 20515, USA
| | | | | |
Collapse
|
31
|
Alothman D, Tyrrell E, Lewis S, Card T, Fogarty AW. Evaluation of common prescription analgesics and adjuvant analgesics as markers of suicide risk: a longitudinal population-based study in England. THE LANCET REGIONAL HEALTH. EUROPE 2023; 32:100695. [PMID: 37538401 PMCID: PMC10393825 DOI: 10.1016/j.lanepe.2023.100695] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/14/2023] [Revised: 07/05/2023] [Accepted: 07/06/2023] [Indexed: 08/05/2023]
Abstract
Background Analgesics prescriptions may provide a marker for identifying individuals at higher risk of suicide. In particular, awareness of which analgesics are implicated may help clinicians assess and modify risk. Method A case-control study in England using the Clinical Practice Research Datalink (for primary care records) linked with hospital and national mortality electronic registries. We included patients aged ≥15 who died by suicide between 2001 and 2019 (N = 14,515), to whom we individually matched 580,159 controls by suicide date and general practice (N = 594,674). Odds ratios (ORs) for suicide, controlled for age and sex, were assessed using conditional logistic regression. Findings Suicide risks were highest in those prescribed adjuvant analgesics (pregabalin, gabapentin and carbamazepine) (adjusted OR 4.07; 95% confidence intervals CI: 3.62-4.57), followed by those prescribed opioids (adjusted OR 2.01; 95% CI: 1.88-2.15) and those prescribed non-opioid analgesics (adjusted OR 1.48; 95% CI: 1.39-1.58) compared to those not prescribed these medications. By individual analgesic, the highest suicide risks were seen in patients prescribed oxycodone (adjusted OR 6.70; 95% CI: 4.49-9.37); pregabalin (adjusted OR 6.50; 95% CI: 5.41-7.81); morphine (adjusted OR 4.54; 95% CI: 3.73-5.52); and gabapentin (adjusted OR 3.12; 95% CI: 2.59-3.75). Suicide risk increased linearly with the number of analgesic prescriptions in the final year (p < 0.01 based on the likelihood ratio test), and the more different analgesics categories were prescribed in the final year (p < 0.01 based on the likelihood ratio test). Interpretation Analgesic prescribing was associated with higher suicide risk. This is a particular issue with regard to adjuvant non-opiate analgesics. Funding There was no funding for this study.
Collapse
|
32
|
Cheatle MD, Giordano NA, Themelis K, Tang NKY. Suicidal thoughts and behaviors in patients with chronic pain, with and without co-occurring opioid use disorder. PAIN MEDICINE (MALDEN, MASS.) 2023; 24:941-948. [PMID: 37014415 PMCID: PMC10391589 DOI: 10.1093/pm/pnad043] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/12/2023] [Revised: 03/07/2023] [Accepted: 03/25/2023] [Indexed: 04/05/2023]
Abstract
BACKGROUND Individuals with chronic pain and a co-occurring substance use disorder present higher risk of suicide, but the individual and joint impacts of chronic pain and substance use disorders on suicide risk are not well defined. The objective of this study was to exam the factors associated with suicidal thoughts and behaviors in a cohort of patients with chronic non-cancer pain (CNCP), with or without concomitant opioid use disorder (OUD). DESIGN Cross sectional cohort design. SETTING Primary care clinics, pain clinics, and substance abuse treatment facilities in Pennsylvania, Washington, and Utah. SUBJECTS In total, 609 adults with CNCP treated with long-term opioid therapy (>/= 6 months) who either developed an OUD (cases, n = 175) or displayed no evidence of OUD (controls, n = 434). METHODS The predicted outcome was elevated suicidal behavior in patients with CNCP as indicated by a Suicide Behavior Questionnaire-Revised (SBQ-R) score of 8 or above. The presence of CNCP and OUD were key predictors. Covariates included demographics, pain severity, psychiatric history, pain coping, social support, depression, pain catastrophizing and mental defeat. RESULTS Participants with CNCP and co-occurring OUD had an increased odds ratio of 3.44 in reporting elevated suicide scores as compared to participants with chronic pain only. Multivariable modeling revealed that mental defeat, pain catastrophizing, depression, and having chronic pain, and co-occurring OUD significantly increased the odds of elevated suicide scores. CONCLUSIONS Patients with CNCP and co-morbid OUD are associated with a 3-fold increase in risk of suicide.
Collapse
Affiliation(s)
- Martin D Cheatle
- Department of Psychiatry and Anesthesiology and Critical Care, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19106, United States
| | - Nicholas A Giordano
- Nell Hodgson Woodruff School of Nursing, Emory University, Atlanta, GA 30322, United States
| | - Kristy Themelis
- Department of Psychology, University of Warwick, CV4 7AL Coventry, United Kingdom
| | - Nicole K Y Tang
- Department of Psychology, University of Warwick, CV4 7AL Coventry, United Kingdom
| |
Collapse
|
33
|
Huang Y, Chen D, Levin AM, Ahmedani BK, Frank C, Li M, Wang Q, Gui H, Sham PC. Cross-phenotype relationship between opioid use disorder and suicide attempts: new evidence from polygenic association and Mendelian randomization analyses. Mol Psychiatry 2023; 28:2913-2921. [PMID: 37340172 DOI: 10.1038/s41380-023-02124-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/20/2022] [Revised: 05/23/2023] [Accepted: 06/07/2023] [Indexed: 06/22/2023]
Abstract
Clinical epidemiological studies have found high co-occurrence between suicide attempts (SA) and opioid use disorder (OUD). However, the patterns of correlation and causation between them are still not clear due to psychiatric confounding. To investigate their cross-phenotype relationship, we utilized raw phenotypes and genotypes from >150,000 UK Biobank samples, and genome-wide association summary statistics from >600,000 individuals with European ancestry. Pairwise association and a potential bidirectional relationship between OUD and SA were evaluated with and without controlling for major psychiatric disease status (e.g., schizophrenia, major depressive disorder, and alcohol use disorder). Multiple statistical and genetics tools were used to perform epidemiological association, genetic correlation, polygenic risk score prediction, and Mendelian randomizations (MR) analyses. Strong associations between OUD and SA were observed at both the phenotypic level (overall samples [OR = 2.94, P = 1.59 ×10-14]; non-psychiatric subgroup [OR = 2.15, P = 1.07 ×10-3]) and the genetic level (genetic correlation rg = 0.38 and 0.5 with or without conditioning on psychiatric traits, respectively). Consistently, increasing polygenic susceptibility to SA is associated with increasing risk of OUD (OR = 1.08, false discovery rate [FDR] =1.71 ×10-3), and similarly, increasing polygenic susceptibility to OUD is associated with increasing risk of SA (OR = 1.09, FDR = 1.73 ×10-6). However, these polygenic associations were much attenuated after controlling for comorbid psychiatric diseases. A combination of MR analyses suggested a possible causal association from genetic liability for SA to OUD risk (2-sample univariable MR: OR = 1.14, P = 0.001; multivariable MR: OR = 1.08, P = 0.001). This study provided new genetic evidence to explain the observed OUD-SA comorbidity. Future prevention strategies for each phenotype needs to take into consideration of screening for the other one.
Collapse
Affiliation(s)
- Yunqi Huang
- Mental Health Center, West China Hospital of Sichuan University, Chengdu, Sichuan, China
- West China Brain Research Center, West China Hospital of Sichuan University, Chengdu, Sichuan, China
- Sichuan Clinical Medical Research Center for Mental Disorders, Chengdu, Sichuan, China
| | - Dongru Chen
- Center for Health Policy and Health Services Research, Henry Ford Health, Detroit, MI, USA
| | - Albert M Levin
- Department of Public Health Sciences, Henry Ford Health, Detroit, MI, USA
| | - Brian K Ahmedani
- Center for Health Policy and Health Services Research, Henry Ford Health, Detroit, MI, USA
- Behavioral Health Services and Psychiatry Research, Henry Ford Health, Detroit, MI, USA
| | - Cathrine Frank
- Behavioral Health Services and Psychiatry Research, Henry Ford Health, Detroit, MI, USA
| | - Miaoxin Li
- Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Qiang Wang
- Mental Health Center, West China Hospital of Sichuan University, Chengdu, Sichuan, China.
- West China Brain Research Center, West China Hospital of Sichuan University, Chengdu, Sichuan, China.
- Sichuan Clinical Medical Research Center for Mental Disorders, Chengdu, Sichuan, China.
| | - Hongsheng Gui
- Center for Health Policy and Health Services Research, Henry Ford Health, Detroit, MI, USA.
- Behavioral Health Services and Psychiatry Research, Henry Ford Health, Detroit, MI, USA.
| | - Pak-Chung Sham
- Department of Psychiatry, Li Ka Shing Faculty of Medicine, the University of Hong Kong, Hong Kong SAR, China
| |
Collapse
|
34
|
Lent MR, Dugosh KL, Hurstak E, Callahan HR, Mazur K. Prevalence and predictors of suicidality among adults initiating office-based buprenorphine. Addict Sci Clin Pract 2023; 18:37. [PMID: 37264472 DOI: 10.1186/s13722-023-00393-y] [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: 11/02/2022] [Accepted: 05/26/2023] [Indexed: 06/03/2023] Open
Abstract
BACKGROUND Individuals who have substance use disorders may have an elevated risk of suicidality. This study sought to examine the prevalence of, and identify factors associated with, suicidality in adults with opioid use disorder (OUD) initiating office-based buprenorphine treatment. METHODS Individuals were eligible to participate if they had OUD and had initiated treatment in the past month. Participants (n = 244) completed a semi-structured interview using the Addiction Severity Index-Lite. RESULTS At baseline, 37.70% of participants reported significant thoughts of suicide over their lifetime and 27.46% reported suicidal attempts over their lifetime. Logistic regression analyses were used to identify predictors of lifetime suicidal thoughts and attempts. A history of physical abuse (OR = 4.31, p < .001), having chronic pain-related conditions (OR = 3.28, p < .001), a history of depression (OR = 3.30, p = .001) or anxiety (OR = 7.47, p = .001), and Latino/a/x ethnicity (OR = 2.66, p = .01) were associated with an increased risk of lifetime suicidal thoughts. A history of sexual abuse (OR = 2.89, p = .01), Latino/a/x ethnicity (OR = 4.01, p < .001), a history of depression (OR = 4.03, p = .001) or anxiety (OR = 15.65, p = .007) and having a chronic pain-related condition (OR = 2.43, p = .01), were associated with an increased risk of lifetime suicide attempts. CONCLUSIONS Results demonstrate the high prevalence of suicidal thoughts and attempts among patients initiating buprenorphine. Findings may help to better identify at-risk patients and to inform screening, prevention, and mental health treatment efforts. TRIAL REGISTRATION ClinicalTrials.gov, NCT04650386 (registered 12 December 2020, https://clinicaltrials.gov/ct2/show/NCT04650386 ) and NCT04257214 (registered 5 February 2020, https://clinicaltrials.gov/ct2/show/NCT04257214 ).
Collapse
Affiliation(s)
- Michelle R Lent
- School of Professional and Applied Psychology, Philadelphia College of Osteopathic Medicine, 4190 City Avenue, Rowland Hall, Philadelphia, PA, 19131, USA.
| | - Karen L Dugosh
- Research and Evaluation Group, Public Health Management Corporation, 1500 Market Street, Philadelphia, PA, 19102, USA
| | - Emily Hurstak
- Boston University School of Medicine, 801 Massachusetts Avenue, 2nd floor, Boston, MA, 02118, USA
| | - Hannah R Callahan
- School of Professional and Applied Psychology, Philadelphia College of Osteopathic Medicine, 4190 City Avenue, Rowland Hall, Philadelphia, PA, 19131, USA
| | - Kimberly Mazur
- AtlantiCare HealthPlex, 1401 Atlantic Avenue, Atlantic City, NJ, 08401, USA
| |
Collapse
|
35
|
Darke S, Farrell M, Lappin J. Overdose and suicide are different phenomena among opioid users that require different clinical management. Aust N Z J Psychiatry 2023:48674231159298. [PMID: 36872821 DOI: 10.1177/00048674231159298] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/07/2023]
Abstract
Given the high rates of mental health comorbidity among opioid users, and increasing rates of opioid prescription for chronic pain, psychiatrists and mental health clinicians are likely to treat patients who are dependent on opioids. Among such patients, many will have histories of opioid overdose or suicide attempts. It is tempting to assume that these are related behaviours and that 'accidental' overdoses are actually suicide attempts. We provide evidence here to demonstrate that while some overdoses are intentional, most are not. More than half of deaths among opioid users are due to unintentional overdose. Suicides constitute a minority: less than 10% of heroin user deaths are estimated to be due to suicide, as are 20-30% of prescribed opioid fatalities. Moreover, suicide attempts are more commonly made using means other than opioids. Overdose and suicide among opioid dependent patients are two distinct phenomena, associated with different risk factors, that need to be separately assessed and their respective risk managed.
Collapse
Affiliation(s)
- Shane Darke
- National Drug & Alcohol Research Centre, University of New South Wales, Sydney, NSW, Australia
| | - Michael Farrell
- National Drug & Alcohol Research Centre, University of New South Wales, Sydney, NSW, Australia
| | - Julia Lappin
- National Drug & Alcohol Research Centre, University of New South Wales, Sydney, NSW, Australia.,School of Psychiatry, University of New South Wales, Sydney, NSW, Australia
| |
Collapse
|
36
|
Adviento BA, Regan EA, Make BJ, Han MK, Foreman MG, Iyer AS, Bhatt SP, Kim V, Bon J, Soler X, Kinney GL, Hanania NA, Lowe KE, Holm KE, Yohannes AM, Shinozaki G, Hoth KF, Fiedorowicz JG. Clinical Markers Associated With Risk of Suicide or Drug Overdose Among Individuals With Smoking Exposure: A Longitudinal Follow-up Study of the COPDGene Cohort. Chest 2023; 163:292-302. [PMID: 36167120 PMCID: PMC10083129 DOI: 10.1016/j.chest.2022.09.022] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2022] [Revised: 08/11/2022] [Accepted: 09/03/2022] [Indexed: 11/29/2022] Open
Abstract
BACKGROUND Studies have shown that COPD and smoking are associated with increased suicide risk. To date, there are no prospective studies examining suicide risk among individuals with smoking exposure along a spectrum of pulmonary diseases ranging from normal spirometry to severe COPD. RESEARCH QUESTION Which clinical variables predict death by suicide or overdose of indeterminate intent in a large cohort of individuals with smoking exposure within the Genetic Epidemiology of COPD (COPDGene) study? STUDY DESIGN AND METHODS We studied data from 9,930 participants involved in COPDGene, a multisite, prospective cohort study of individuals with smoking exposure. Primary cause of adjudicated deaths was identified by using death certificates, family reports, and medical records. Time to death by suicide/overdose was examined as the primary outcome in Cox regression models including age, sex, race, BMI, pack-years, current smoking status, airflow limitation (FEV1 % predicted), dyspnea (modified Medical Research Council scale score ≥ 2), 6-min walk distance, supplemental oxygen use, and severe exacerbations in the prior year with time-varying covariates and other causes of death as a competing risk. RESULTS The cohort was 47% female and 33% Black (67% White); they had a mean ± SD age of 59.6 ± 9.0 years and a mean FEV1 % predicted of 76.1 ± 25.5. Sixty-three individuals died by suicide/overdose. Factors associated with risk of suicide/overdose were current smoking (hazard ratio [HR], 6.44; 95% CI, 2.64-15.67), use of sedative/hypnotics (HR, 2.33; 95% CI, 1.24-4.38), and dyspnea (HR, 2.23; 95% CI, 1.34-3.70). Lower risk was associated with older age (per-decade HR, 0.45; 95% CI, 0.31-0.67), higher BMI (HR, 0.95; 95% CI, 0.91-0.99), and African-American race (HR, 0.41; 95% CI, 0.23-0.74). Severity of airflow limitation (FEV % predicted) was not associated with suicide risk. INTERPRETATION In this well-characterized cohort of individuals with smoking exposure with and without COPD, risk factors for suicide/overdose were identified that emphasize the subjective experience of illness over objective assessments of lung function.
Collapse
Affiliation(s)
- Brigid A Adviento
- Department of Psychiatry, University of Iowa, Iowa City, IA; Department of Internal Medicine, University of Iowa, Iowa City, IA
| | - Elizabeth A Regan
- Division of Rheumatology, Department of Medicine, National Jewish Health, Denver, CO
| | - Barry J Make
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, National Jewish Health, Denver, CO; Division of Pulmonary Sciences and Critical Care Medicine, Department of Medicine, University of Colorado School of Medicine, Aurora, CO
| | - MeiLan K Han
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, University of Michigan, Ann Arbor, MI
| | - Marilyn G Foreman
- Pulmonary and Critical Care Medicine Division, Morehouse School of Medicine, Atlanta, GA
| | - Anand S Iyer
- Division of Pulmonary, Allergy and Critical Care Medicine, Department of Medicine, The University of Alabama at Birmingham, Birmingham, AL
| | - Surya P Bhatt
- Division of Pulmonary, Allergy and Critical Care Medicine, Department of Medicine, The University of Alabama at Birmingham, Birmingham, AL
| | - Victor Kim
- Department of Thoracic Medicine and Surgery, Lewis Katz School of Medicine at Temple University, Philadelphia, PA
| | - Jessica Bon
- Division of Pulmonary, Allergy and Critical Care Medicine, Department of Medicine, University of Pittsburgh, Pittsburgh, PA; VA Pittsburgh Healthcare System, Pittsburgh, PA
| | - Xavier Soler
- Department of Pulmonary, Critical Care and Sleep Medicine, University of California San Diego, San Diego, CA
| | - Gregory L Kinney
- Department of Epidemiology, Colorado School of Public Health, University of Colorado, Aurora, CO
| | - Nicola A Hanania
- Section of Pulmonary and Critical Care Medicine, Baylor College of Medicine, Houston, TX
| | - Katherine E Lowe
- Case Western Reserve University School of Medicine, Cleveland, OH
| | - Kristen E Holm
- Division of Neurology and Behavioral Health, National Jewish Health, Denver, CO; Department of Community and Behavioral Health, Colorado School of Public Health, University of Colorado, Aurora, CO
| | | | - Gen Shinozaki
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Palo Alto, CA
| | - Karin F Hoth
- Department of Psychiatry, University of Iowa, Iowa City, IA; Iowa Neuroscience Institute, University of Iowa, Iowa City, IA.
| | - Jess G Fiedorowicz
- Ottawa Hospital, Ottawa Hospital Research Institute, and University of Ottawa, Ottawa, Ontario, Canada
| |
Collapse
|
37
|
Chen C, Pettersson E, Summit AG, Boersma K, Chang Z, Kuja-Halkola R, Lichtenstein P, Quinn PD. Chronic pain conditions and risk of suicidal behavior: a 10-year longitudinal co-twin control study. BMC Med 2023; 21:9. [PMID: 36600296 PMCID: PMC9814420 DOI: 10.1186/s12916-022-02703-8] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/23/2022] [Accepted: 12/12/2022] [Indexed: 01/06/2023] Open
Abstract
BACKGROUND Understanding the relationship between chronic pain conditions and suicidal behavior-suicide attempt, other intentional self-harm, and death by suicide-is imperative for suicide prevention efforts. Although chronic pain conditions are associated with suicidal behaviors, these associations might be attributed to unmeasured confounding or mediated via pain comorbidity. METHODS We linked a population-based Swedish twin study (N=17,148 twins) with 10 years of longitudinal, nationwide records of suicidal behavior from health and mortality registers through 2016. To investigate whether pain comorbidity versus specific pain conditions were more important for later suicidal behavior, we modeled a general factor of pain and two independent specific pain factors (measuring pain-related somatic symptoms and neck-shoulder pain, respectively) based on 9 self-reported chronic pain conditions. To examine whether the pain-suicidal behavior associations were attributable to familial confounding, we applied a co-twin control model. RESULTS Individuals scoring one standard deviation above the mean on the general pain factor had a 51% higher risk of experiencing suicidal behavior (odds ratio (OR), 1.51; 95% confidence interval (CI), 1.34-1.72). The specific factor of somatic pain was also associated with increased risk for suicidal behavior (OR, 1.80; 95% CI, 1.45-2.22]). However, after adjustment for familial confounding, the associations were greatly attenuated and not statistically significant within monozygotic twin pairs (general pain factor OR, 0.89; 95% CI, 0.59-1.33; somatic pain factor OR, 1.02; 95% CI, 0.49-2.11) CONCLUSION: Clinicians might benefit from measuring not only specific types of pain, but also pain comorbidity; however, treating pain might not necessarily reduce future suicidal behavior, as the associations appeared attributable to familial confounding.
Collapse
Affiliation(s)
- C Chen
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Box 281, 17177, Stockholm, Sweden.
| | - E Pettersson
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Box 281, 17177, Stockholm, Sweden
| | - A G Summit
- Department of Applied Health Science, School of Public Health, Indiana University, Bloomington, IN, USA
| | - K Boersma
- Center for Health and Medical Psychology (CHAMP), School of Law, Psychology and Social Work, Örebro University, Örebro, Sweden
| | - Z Chang
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Box 281, 17177, Stockholm, Sweden
| | - R Kuja-Halkola
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Box 281, 17177, Stockholm, Sweden
| | - P Lichtenstein
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Box 281, 17177, Stockholm, Sweden
| | - P D Quinn
- Department of Applied Health Science, School of Public Health, Indiana University, Bloomington, IN, USA
| |
Collapse
|
38
|
Sher L. Can buprenorphine reduce suicide mortality? Acta Psychiatr Scand 2023; 147:3-5. [PMID: 36529968 DOI: 10.1111/acps.13510] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/28/2022] [Revised: 10/09/2022] [Accepted: 10/10/2022] [Indexed: 12/23/2022]
Affiliation(s)
- Leo Sher
- Inpatient Psychiatry, James J. Peters VA Medical Center, Bronx, New York, USA.,Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, New York, USA.,Department of Psychiatry, Columbia University College of Physicians and Surgeons, New York, New York, USA
| |
Collapse
|
39
|
Abstract
Most suicides have a diagnosable psychiatric disorder, most frequently, a mood disorder. Psychosocial issues and neurobiological abnormalities such as dysregulation in stress response systems contribute to suicidal behavior. All psychiatric patients need to be screened for the presence of suicidal ideation. Clinicians are expected to gather information about patient's clinical features and to formulate decisions about patient's dangerousness to self and the treatment plan. As psychiatric disorders are a major risk factor for suicide their pharmacologic and psychological treatment is of utmost importance to prevent suicide. Restriction of access to lethal means is important for suicide prevention.
Collapse
Affiliation(s)
- Leo Sher
- James J. Peters VA Medical Center, 130 West Kingsbridge Road, Bronx, NY 10468, USA; Department of Psychiatry, Icahn School of Medicine at Mount Sinai, 1 Gustave L. Levy Place, New York, NY 10029, USA; Department of Psychiatry, Columbia University Vagelos College of Physicians and Surgeons, 1051 Riverside Drive, New York, NY 10032, USA.
| | - Maria A Oquendo
- Department of Psychiatry, Perelman School of Medicine at the University of Pennsylvania, 3535 Market Street, Philadelphia, PA 19104, USA
| |
Collapse
|
40
|
Sherry TB, Nguyen T, Dick AW, Bradford AC, Simon K, Stein BD. A National Retrospective Study of Antidepressants' Effects on Overdose and Self-Harm Among Adults Treated With Opioid Analgesics. Psychiatr Serv 2023; 74:24-30. [PMID: 35770423 PMCID: PMC10654712 DOI: 10.1176/appi.ps.20220070] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
OBJECTIVE Because individuals with a history of depression who are receiving opioids are at higher risk for adverse events, the authors examined whether antidepressant treatment reduces risk for overdose and self-harm among individuals with a history of depression who receive opioids. METHODS Commercial insurance claims of individuals with a history of depression receiving opioids from 2007 to 2017 were used to quantify the association between antidepressant fills and adverse events among individuals after initiation of opioid treatment; the authors accounted for selection into treatment and used discrete-time, proportional hazards survival models. RESULTS Among 283,374 adults with a history of depression treatment, 8,203 experienced 47,486 adverse events from 2007 to 2017 in the 12 months after initiation of opioid treatment. Approximately half (N=144,052, 50.8%) filled an antidepressant prescription at least once in the 12 months after the opioid episode began. Individuals receiving antidepressants for at least 6 weeks had a reduced risk for any adverse event (adjusted odds ratio [AOR]=0.79, 95% confidence interval [CI]=0.65-0.97) as well as a reduced risk for opioid overdoses (AOR=0.78, 95% CI=0.64-0.96), overdoses from nonopioid controlled substances (AOR=0.76, 95% CI=0.62-0.94), overdoses from other substances (AOR=0.79, 95% CI=0.65-0.97), and other self-harm events (AOR=0.82, 95% CI=0.67-1.00). CONCLUSIONS Individuals with a history of depression who received opioid analgesics had a significantly lower risk for overdose and self-harm after they had been taking antidepressants for at least 6 weeks. Universal screening for mood disorders among individuals receiving opioids, and promptly providing evidence-based depression treatment when appropriate, may reduce adverse events.
Collapse
Affiliation(s)
- Tisamarie B Sherry
- RAND Corporation, Arlington, Virginia (Sherry), Boston (Dick), and Pittsburgh (Stein); Department of Health Management and Policy, School of Public Health, University of Michigan, Ann Arbor (Nguyen); O'Neill School of Public and Environmental Affairs, Indiana University, Bloomington (Bradford, Simon)
| | - Thuy Nguyen
- RAND Corporation, Arlington, Virginia (Sherry), Boston (Dick), and Pittsburgh (Stein); Department of Health Management and Policy, School of Public Health, University of Michigan, Ann Arbor (Nguyen); O'Neill School of Public and Environmental Affairs, Indiana University, Bloomington (Bradford, Simon)
| | - Andrew W Dick
- RAND Corporation, Arlington, Virginia (Sherry), Boston (Dick), and Pittsburgh (Stein); Department of Health Management and Policy, School of Public Health, University of Michigan, Ann Arbor (Nguyen); O'Neill School of Public and Environmental Affairs, Indiana University, Bloomington (Bradford, Simon)
| | - Ashley C Bradford
- RAND Corporation, Arlington, Virginia (Sherry), Boston (Dick), and Pittsburgh (Stein); Department of Health Management and Policy, School of Public Health, University of Michigan, Ann Arbor (Nguyen); O'Neill School of Public and Environmental Affairs, Indiana University, Bloomington (Bradford, Simon)
| | - Kosali Simon
- RAND Corporation, Arlington, Virginia (Sherry), Boston (Dick), and Pittsburgh (Stein); Department of Health Management and Policy, School of Public Health, University of Michigan, Ann Arbor (Nguyen); O'Neill School of Public and Environmental Affairs, Indiana University, Bloomington (Bradford, Simon)
| | - Bradley D Stein
- RAND Corporation, Arlington, Virginia (Sherry), Boston (Dick), and Pittsburgh (Stein); Department of Health Management and Policy, School of Public Health, University of Michigan, Ann Arbor (Nguyen); O'Neill School of Public and Environmental Affairs, Indiana University, Bloomington (Bradford, Simon)
| |
Collapse
|
41
|
Na PJ, Bommersbach TJ, Petrakis IL, Rhee TG. National trends of suicidal ideation and mental health services use among US adults with opioid use disorder, 2009-2020. EClinicalMedicine 2022; 54:101696. [PMID: 36267498 PMCID: PMC9576812 DOI: 10.1016/j.eclinm.2022.101696] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/24/2022] [Revised: 09/22/2022] [Accepted: 09/23/2022] [Indexed: 11/06/2022] Open
Abstract
BACKGROUND The substantial increase in deaths by overdose and potential underlying suicidal intent in such deaths suggest the importance of understanding trends of suicidal ideation in individuals with opioid use disorder (OUD). This study aimed to examine the trends and correlates of past-year suicidal ideation (SI) and mental health service use among US adults with past-year OUD from 2009 to 2020. METHODS We used data from the National Survey on Drug Use and Health. Participants included non-institutionalized US civilians aged ≥18 with past-year OUD (n=5386). SI was measured by self-reported thoughts of killing oneself. Mental health service utilization was assessed with questions concerning receipt of any past-year outpatient or inpatient mental health services or prescription medications. We examined the prevalence and correlates of SI and adjusted odds ratios (aORs) for changes over time adjusting for potentially confounding sociodemographic and clinical characteristics. Further, trends in utilization of mental health services were explored. FINDINGS From 2009 to 2020, the prevalence of SI increased from 22.8% to 29.8% (average annual percent change, 3.64% [95% CI, 1.01-2.10%]) in adults with OUD. Subgroups including individuals aged 18-25 (aOR, 1.72 [95% CI, 1.09-2.71]; P=0.020), residing in non-metropolitan areas (aOR, 1.43 [95% CI, 1.04-1.97]; P = 0.029), with co-occurring past-year major depressive episode (aOR, 5.28 [95% CI, 4.27-6.53]; P < 0.001) and alcohol (aOR, 1.55 [95% CI, 1.23-1.97]; P < 0.001), cocaine (aOR, 1.42 [95% CI, 1.03-1.97]; P = 0.034), and sedative use disorders (aOR, 1.48 [95% CI, 1.11-1.98]; P = 0.008) were associated with SI after adjusting for covariates. No significant change in mental health service use was observed. Individuals with SI were 2.5 times more likely to report an unmet need for treatment compared to individuals without SI (53.6% vs 21.4%; P < 0.001). INTERPRETATION The prevalence of SI in adults with OUD increased substantially without a corresponding change in mental health service use. These results underscore the potential benefit of routine screening for suicidality and improved access to care for individuals with OUD, especially those with co-occurring depression and/or polysubstance use. FUNDING None reported.
Collapse
Affiliation(s)
- Peter J. Na
- VA Connecticut Healthcare System, West Haven, CT, United States
- Department of Psychiatry, Yale School of Medicine, CT, United States
| | | | - Ismene L. Petrakis
- VA Connecticut Healthcare System, West Haven, CT, United States
- Department of Psychiatry, Yale School of Medicine, CT, United States
| | - Taeho Greg Rhee
- VA Connecticut Healthcare System, West Haven, CT, United States
- Department of Psychiatry, Yale School of Medicine, CT, United States
- Department of Public Health Sciences, University of Connecticut School of Medicine, Farmington, CT, United States
- Corresponding author at: 100 York St, STE 2J, New Haven, CT 06511, USA.
| |
Collapse
|
42
|
Snowdon J, Choi N. Unanticipated Changes in Drug Overdose Death Rates in Canada During the Opioid Crisis. Int J Ment Health Addict 2022:1-19. [PMID: 36248265 PMCID: PMC9550153 DOI: 10.1007/s11469-022-00932-9] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 09/29/2022] [Indexed: 01/09/2023] Open
Abstract
Escalating drug overdose death rates in Canada are of ever-increasing concern. To better understand the extent of this health threat, we obtained mortality statistics and population figures for the years 2000 to 2020, and examined rates of overdose deaths, coded (using ICD-10) as accidental, suicide or "undetermined intent." The drug deemed as primarily responsible for the death was categorized as opioid, non-opioid, or unspecified. Age patterns of drug deaths were graphed. Joinpoint analysis was used to test the significance of changes in death rates. Accidental opioid and stimulant overdose death rates in Canada have climbed faster since 2011, though not as high as corresponding US rates. Unknown cause death rates have increased. However, opioid and non-opioid suicide rates have decreased significantly since 2011, and there have been fewer drug deaths of undetermined intent. Increased attention to the possibility that some suicides are being misclassified is warranted.
Collapse
Affiliation(s)
- John Snowdon
- Discipline of Psychiatry, Sydney Medical School, Sydney, NSW Australia
- Centre for Mental Health, Concord Hospital, Concord, NSW 2139 Australia
| | - Namkee Choi
- Steve Hicks School of Social Work, University of Texas at Austin, Austin, TX USA
| |
Collapse
|
43
|
Shiue KY, Naumann RB, Proescholdbell S, Cox ME, Aurelius M, Austin AE. Differences in overdose deaths by intent: Unintentional & suicide drug poisonings in North Carolina, 2015-2019. Prev Med 2022; 163:107217. [PMID: 35998765 DOI: 10.1016/j.ypmed.2022.107217] [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: 03/04/2022] [Revised: 06/23/2022] [Accepted: 08/17/2022] [Indexed: 11/29/2022]
Abstract
Comprehensive fatal overdose prevention requires an understanding of the fundamental causes and context surrounding drug overdose. Using a social determinants of health (SDOH) framework, this descriptive study examined unintentional and self-inflicted (i.e., suicide) overdose deaths in North Carolina (NC), focusing on specific drug involvement and contextual factors. Unintentional and suicide overdose deaths were identified using 2015-2019 NC death certificate data. Specific drug involvement was assessed by searching literal text fields for drug mentions. County-level contextual factors were obtained from NC Institute of Medicine and County Health Rankings, encompassing five SDOH domains (economic stability, social/community context, health care access/quality, education access/quality, neighborhood/built environment). Descriptive statistics were calculated by intent for drug involvement and a variety of contextual factors. During 2015-2019, 9% of NC drug overdose deaths were self-inflicted and 89% were unintentional (2% other/undetermined). Unintentional overdoses largely involved illicit drugs [fentanyl (47%), cocaine (33%), heroin (29%)]. Suicide overdoses frequently involved prescription opioids [oxycodone (18%), hydrocodone (10%)] and antidepressants (32%). Overall, overdose deaths tended to occur in under-resourced counties across all SDOH domains, though unintentional overdoses occurred more often among residents of under-resourced counties than suicide overdoses, with differences most pronounced for economic stability-related factors. There are notable distinctions between unintentional and suicide overdose deaths in demographics and drug involvement, though the assessment of SDOH demonstrated that overdose mortality is broadly associated with marginalization across all domains. These findings highlight the value of allocating resources to prevention and intervention approaches that target upstream causes of overdose (e.g., housing first, violence prevention programs).
Collapse
Affiliation(s)
- Kristin Y Shiue
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, 2101 McGavran-Greenberg Hall, CB #7435, Chapel Hill, NC 27599-7435, United States; Injury Prevention Research Center, University of North Carolina at Chapel Hill, 725 Martin Luther King Jr. Blvd, Chapel Hill, NC 27514, United States.
| | - Rebecca B Naumann
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, 2101 McGavran-Greenberg Hall, CB #7435, Chapel Hill, NC 27599-7435, United States; Injury Prevention Research Center, University of North Carolina at Chapel Hill, 725 Martin Luther King Jr. Blvd, Chapel Hill, NC 27514, United States
| | - Scott Proescholdbell
- Injury and Violence Prevention Branch, Division of Public Health, North Carolina Department of Health and Human Services, 1915 Mail Service Center, Raleigh, NC 27699-1915, United States
| | - Mary E Cox
- Injury and Violence Prevention Branch, Division of Public Health, North Carolina Department of Health and Human Services, 1915 Mail Service Center, Raleigh, NC 27699-1915, United States
| | - Michelle Aurelius
- Office of the Chief Medical Examiner, Division of Public Health, North Carolina Department of Health and Human Services, 4312 District Drive, Raleigh, NC 27607, United States
| | - Anna E Austin
- Injury Prevention Research Center, University of North Carolina at Chapel Hill, 725 Martin Luther King Jr. Blvd, Chapel Hill, NC 27514, United States; Department of Maternal and Child Health, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, 401 Rosenau Hall, CB #7445, Chapel Hill, NC 27599-7445, United States
| |
Collapse
|
44
|
Effects of Intraoperative Opioid Administration on Postoperative Pain and Pain Threshold: A Randomized Controlled Study. J Clin Med 2022; 11:jcm11195587. [PMID: 36233454 PMCID: PMC9572642 DOI: 10.3390/jcm11195587] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2022] [Revised: 09/20/2022] [Accepted: 09/21/2022] [Indexed: 12/05/2022] Open
Abstract
Fentanyl and short-acting remifentanil are often used in combination. We evaluated the effect of intraoperative opioid administration on postoperative pain and pain thresholds when the two drugs were used. Patients who underwent gynecological laparoscopic surgery were randomly assigned into two groups (15 patients each) to receive either sufficient (group A) or minimum (group B) fentanyl (maximum estimated effect site concentration: A: 7.86 ng/mL, B: 1.5 ng/mL). The estimated effect site concentration at the end of surgery was adjusted to the same level (1 ng/mL). Patients in both groups also received continuous intravenous remifentanil during surgery. The primary outcome was the pressure pain threshold, as evaluated by a pressure algometer 3 h postoperatively. The pressure pain threshold at 3 h postoperatively was 51.1% (95% CI: [44.4–57.8]) in group A and 56.6% [49.5–63.6] in group B, assuming a preoperative value of 100% (p = 0.298). There were no significant differences in pressure pain threshold and numeric rating scale scores between the groups after surgery. The pain threshold decreased significantly in both groups at 3 h postoperatively compared to preoperative values, and recovered at 24 h. Co-administration of both opioids caused hyperalgesia regardless of fentanyl dose.
Collapse
|
45
|
Distinguishing clinical factors associated with unintentional overdose, suicidal ideation, and attempted suicide among opioid use disorder in-patients. J Psychiatr Res 2022; 153:245-253. [PMID: 35841821 DOI: 10.1016/j.jpsychires.2022.06.039] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/24/2022] [Revised: 06/15/2022] [Accepted: 06/24/2022] [Indexed: 01/11/2023]
Abstract
Opioid and other drug-related overdoses and suicides are leading causes of injury death and represent a significant public health threat in the United States (U.S.). This study examined clinical factors of three patient groups from two inpatient addiction treatment facilities in Appalachian West Virginia (n = 66). Patients were classified as having: 1) unintentional overdose(s) (OD), 2) suicidal ideation or suicide attempt(s) (SI/SA), and 3) suicidal ideation or suicide attempt, and unintentional overdose (SI/SA/OD). Multinomial logistic regression models were used to determine whether adverse childhood experiences, self-injurious behaviors, substance use history, overdose history, and past year stressful life events were differentially associated with history of SI/SA/OD. Participants in the OD group were more likely to have used heroin in the 24-h preceding their most recent overdose compared to either the SI/SA or SI/SA/OD groups. The multivariable model found participants with history of SI/SA had higher adverse childhood experience scores and more participants with history of SI/SA endorsed childhood physical abuse and teen dating violence. Overall, there are characteristics that distinguish unintentional overdose from suicidal ideation and attempt. Patients with SI/SA/OD appear to have greater clinical severity. More thorough evaluation of drugs involved in overdose and history of self-injury may help distinguish future risk and inform treatment planning.
Collapse
|
46
|
Boyer TL, Blosnich JR, Hubbard CC, Sharp LK, Cashy JP, Suda KJ. Comparing Outpatient Opioids, High-Risk Prescribing, and Opioid Poisoning Between Transgender and Cisgender Veterans: A Cross-sectional Analysis. Am J Prev Med 2022; 63:168-177. [PMID: 35396161 DOI: 10.1016/j.amepre.2022.02.011] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/24/2021] [Revised: 02/07/2022] [Accepted: 02/10/2022] [Indexed: 11/20/2022]
Abstract
INTRODUCTION Transgender veterans have a high prevalence of substance use disorder and physical and mental-health comorbidities, which are associated with prescription opioid use and overdose risk. This study compares receipt of outpatient opioids, high-risk opioid prescribing, and opioid poisoning between transgender and cisgender (i.e., nontransgender) veterans. METHODS A secondary analysis of Veterans Health Administration health record data from January 1, 2018 to December 31, 2018 was conducted in 2021. Transgender veterans (n=9,686) were randomly matched to 3 cisgender veterans (n=29,058) on the basis of age and county. Using the same matching criteria, a second cohort was created of all transgender veterans and a matched sample of cisgender veterans who were prescribed an outpatient opioid (n=7,576). Stratified Cox proportional hazard regression measured the RR of each prescription outcome and opioid poisoning. RESULTS Transgender veterans had a 20% higher risk of being prescribed any outpatient opioid than cisgender veterans (adjusted RR=1.20, 95% CI=1.13, 1.27). Transgender and cisgender veterans who were prescribed an opioid did not have different risks of high-risk prescribing: overlapping opioid prescriptions (adjusted RR=0.93, 95% CI=0.85, 1.02), daily dose >120 morphine milligram equivalents (adjusted RR=0.86, 95% CI=0.66, 1.10), or overlapping opioid and benzodiazepine prescriptions (adjusted RR=1.05, 95% CI=0.96, 1.14). Overall, transgender veterans had more than twice the risk of opioid poisoning than cisgender veterans (RR=2.76, 95% CI=1.57, 4.86). The risk of opioid poisoning did not differ between transgender and cisgender veterans who were prescribed an opioid (RR=1.09, 95% CI=0.56, 2.11). CONCLUSIONS Transgender veterans had a greater risk of being prescribed an outpatient opioid than cisgender veterans but did not have different risks of high-risk opioid prescribing.
Collapse
Affiliation(s)
- Taylor L Boyer
- Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, Pennsylvania
| | - John R Blosnich
- Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, Pennsylvania; Suzanne Dworak-Peck School of Social Work, University of Southern California, Los Angeles, California.
| | - Colin C Hubbard
- Division of Hospital Medicine, Department of Medicine, University of California San Francisco, San Francisco, California
| | - Lisa K Sharp
- Department of Pharmacy Systems, Outcomes, and Policy, College of Pharmacy, University of Illinois Chicago, Chicago, Illinois
| | - John P Cashy
- Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, Pennsylvania
| | - Katie J Suda
- Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, Pennsylvania; Division of General Internal Medicine, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| |
Collapse
|
47
|
Baer MM, Tull MT, Gratz KL. Substance Use Frequency Relates to Suicidal Ideation Through Perceived Burdensomeness and to Suicide Attempts Through Capability for Suicide. Arch Suicide Res 2022; 26:1520-1540. [PMID: 34529923 DOI: 10.1080/13811118.2021.1931595] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
BACKGROUND Although substance use has been linked to both suicidal ideation and suicide attempts, the factors underlying these relations remain unclear. The Interpersonal-Psychological Theory of Suicide (ITS) provides a framework for understanding how substance use may increase suicide risk. The purpose of the current study was to examine if frequency of substance use is indirectly related to suicidal ideation and suicide attempts through core ITS variables (i.e., burdensomeness, thwarted belongingness, and suicide capability). METHODS An online sample of Mechanical Turk workers (N = 365) completed measures assessing substance use frequency, burdensomeness, thwarted belongingness, suicide capability, suicidal ideation, and suicide attempts. RESULTS After controlling for relevant clinical and demographic covariates, substance use frequency was indirectly related to suicidal ideation through burdensomeness but not thwarted belongingness. Substance use frequency was indirectly related to suicide attempts through suicide capability only. LIMITATIONS The cross-sectional design precludes conclusions about the precise nature and direction of the relations examined. The use of a community sample limits generalizability to more severe substance using samples. CONCLUSIONS Results highlight the relevance of distinct ITS factors in the relation between substance use frequency and both suicidal ideation and suicide attempts. Results may inform specific targets for novel interventions aimed at reducing suicide risk among substance-using individuals.HighlightsSubstance use frequency was indirectly related to SI through burdensomeness.Substance use frequency was not indirectly related to SI through thwarted belongingness.Substance use frequency was indirectly related to SA only through suicide capability.
Collapse
|
48
|
Luo C, Chen K, Doshi R, Rickles N, Chen Y, Schwartz H, Aseltine RH. The association of prescription opioid use with suicide attempts: An analysis of statewide medical claims data. PLoS One 2022; 17:e0269809. [PMID: 35771866 PMCID: PMC9246186 DOI: 10.1371/journal.pone.0269809] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2022] [Accepted: 05/30/2022] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Suicides and opioid overdose deaths are among the most pressing public health concerns in the US. However direct evidence for the association between opioid use and suicidal behavior is limited. The objective of this article is to examine the association between frequency and dose of prescription opioid use and subsequent suicide attempts. METHODS AND FINDINGS This retrospective cohort study analyzed 4 years of statewide medical claims data from the Connecticut All-Payer Claims Database. Commercially insured adult patients in Connecticut (n = 842,773) who had any medical claims beginning in January 2012 were followed through December 2015. The primary outcome was suicide attempt identified using International Classification of Diseases (ICD 9) diagnosis codes. Primary predictor variables included frequency of opioid use, which was defined as the number of months with claims for prescription opioids per year, and strength of opioid dose, which was standardized using morphine milligram equivalent (MME) units. We also controlled for psychiatric and medical comorbidities using ICD 9 codes. We used Cox proportional hazards regression to examine the association between frequency, dose, and suicide attempts, adjusting for medical and psychiatric comorbid conditions. Interactions among measures of opioid use and comorbid conditions were analyzed. In this cohort study with follow-up time up to 4 years (range = 2-48 months, median = 46 months), the hazard ratios (HR) from the time-to-event analysis indicated that patients prescribed opioid medications for at least 6 months during the past year and at 20-50 MME levels or higher had 4.44 (95% CI: [3.71, 5.32]) to 7.23 (95% CI: [6.22, 8.41]) times the risk of attempted suicide compared to those not prescribed opioids. Risk of suicide attempt was sharply elevated among patients with psychiatric conditions other than anxiety who were prescribed more frequent and higher opioid doses. In contrast, more frequent and higher doses of prescription opioids were associated with lower risk of suicide attempts among patients with medical conditions necessitating pain management. This study is limited by its exclusive focus on commercially insured patients and does not include patients covered by public insurance. It is also limited to patients' receipt of prescription opioids and does not take into account opioids obtained through other means, nor does it include measures of actual patient opioid use. CONCLUSIONS This analysis provides evidence of a complex relationship among prescription opioids, mental health, pain and other medical comorbidities, and suicide risk. Findings indicate the need for proactive suicide surveillance among individuals diagnosed with affective or psychotic disorders who are receiving frequent and high doses of opioids. However, appropriate opioid treatment may have significant value in reducing suicide risk for those without psychiatric comorbidities.
Collapse
Affiliation(s)
- Chongliang Luo
- Department of Biostatistics, Epidemiology and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States of America
- Division of Public Health Sciences, Washington University School of Medicine in St. Louis, St Louis, MO, United States of America
| | - Kun Chen
- Department of Statistics, University of Connecticut, Storrs, CT, United States of America
- Center for Population Health, Uconn Health, Farmington, CT, United States of America
| | - Riddhi Doshi
- Center for Population Health, Uconn Health, Farmington, CT, United States of America
- Beacon Health Options, Rocky Hill, CT, United States of America
| | - Nathaniel Rickles
- Center for Population Health, Uconn Health, Farmington, CT, United States of America
- Department of Pharmacy Practice, School of Pharmacy, University of Connecticut, Storrs, CT, United States of America
| | - Yong Chen
- Department of Biostatistics, Epidemiology and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States of America
| | - Harold Schwartz
- Institute of Living, Hartford Healthcare, Hartford, CT, United States of America
- Department of Psychiatry, University of Connecticut Health Center, Farmington, CT, United States of America
| | - Robert H. Aseltine
- Center for Population Health, Uconn Health, Farmington, CT, United States of America
- Division of Behavioral Sciences and Community Health, Uconn Health, Farmington, CT, United States of America
| |
Collapse
|
49
|
Kumar V, Sznajder KK, Kumara S. Machine learning based suicide prediction and development of suicide vulnerability index for US counties. NPJ MENTAL HEALTH RESEARCH 2022; 1:3. [PMID: 38609492 PMCID: PMC10938858 DOI: 10.1038/s44184-022-00002-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/09/2021] [Accepted: 02/08/2022] [Indexed: 04/14/2024]
Abstract
Suicide is a growing public health concern in the United States. A detailed understanding and prediction of suicide patterns can significantly boost targeted suicide control and prevention efforts. In this article we look at the suicide trends and geographical distribution of suicides and then develop a machine learning based US county-level suicide prediction model, using publicly available data for the 10-year period from 2010-2019. Analysis of the trends and geographical distribution of suicides revealed that nearly 25% of the total counties experienced at least a 10% increase in suicides from 2010 to 2019, with about 12% of total counties exhibiting an increase of at least 50%. An eXtreme Gradient Boosting (XGBoost) based machine learning model was used with 17 unique features for each of the 3140 counties in the US to predict suicides with an R2 value of 0.98. Using the SHapley Additive exPlanations (SHAP) values, the importance of all the 17 features used in the prediction model training set were identified. County level features, namely Total Population, % African American Population, % White Population, Median Age and % Female Population were found to be the top 5 important features that significantly affected prediction results. The top five important features based on SHAP values were then used to create a Suicide Vulnerability Index (SVI) for US Counties. This newly developed SVI has the potential to detect US counties vulnerable to high suicide rates and can aid targeted suicide control and prevention efforts, thereby making it a valuable tool in an informed decision-making process.
Collapse
Affiliation(s)
- Vishnu Kumar
- Department of Industrial and Manufacturing Engineering, The Pennsylvania State University, University Park, PA, USA.
| | - Kristin K Sznajder
- Department of Public Health Sciences, The Pennsylvania State University College of Medicine, Hershey, PA, USA
| | - Soundar Kumara
- Department of Industrial and Manufacturing Engineering, The Pennsylvania State University, University Park, PA, USA
| |
Collapse
|
50
|
Olfson M, Ramchand R, Schoenbaum M. Tempering Optimism Concerning the Recent Decline in US Suicide Deaths. JAMA Psychiatry 2022; 79:521-522. [PMID: 35442414 DOI: 10.1001/jamapsychiatry.2022.0606] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Affiliation(s)
- Mark Olfson
- Columbia University Vagelos College of Physicians and Surgeons, New York, New York.,Columbia University Mailman School of Public Health, New York, New York
| | - Rajeev Ramchand
- National Institute of Mental Health, Bethesda, Maryland.,RAND Corporation, Arlington, Virginia
| | | |
Collapse
|