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Bonilla J, Giannotti G, Kregar NP, Heinsbroek JA, Olson DE, Peters J. The psychedelic drug DOI reduces heroin motivation by targeting 5-HT2A receptors in a heroin and alcohol co-use model. Neuropharmacology 2024; 261:110163. [PMID: 39341333 PMCID: PMC11646351 DOI: 10.1016/j.neuropharm.2024.110163] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2023] [Revised: 08/31/2024] [Accepted: 09/15/2024] [Indexed: 10/01/2024]
Abstract
There has been a recent renewed interest in the potential use of psychedelic drugs as therapeutics for certain neuropsychiatric disorders, including substance use disorders. The psychedelic drug 2,5-dimethoxy-4-iodoamphetamine (DOI) has demonstrated therapeutic efficacy in preclinical models of opioid use disorder (OUD). Alcohol is commonly co-used in individuals with OUD, but preclinical models that recapitulate this comorbidity are lacking. We developed a polydrug model wherein male and female rats were allowed to self-administer intravenous heroin and oral alcohol (or saccharin control solution) over weeks of behavioral training, and then we conducted a series of progressive ratio tests to assess the animals' motivational state for heroin and alcohol. In this model, motivation for heroin is higher than alcohol, and DOI (0.4 mg/kg) administered prior to testing significantly reduced heroin motivation measured as the animals' break point, or maximum effort the animal is willing to expend to obtain a single infusion of heroin. The 5-HT2A receptor antagonist MDL 100,907 (0.3 mg/kg), but not the 5-HT2C receptor antagonist SB-242084 (0.5 mg/kg), blocked the therapeutic effect of DOI on heroin motivation. No significant effects on alcohol break points were observed, nor did MDL 100,907 or SB-242084 have any effect on break points on their own. These data support the view that psychedelic drugs like DOI may have therapeutic effects on opioid use in individuals with OUD and comorbid alcohol use, by acting as a 5-HT2A receptor agonist.
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Affiliation(s)
- Joel Bonilla
- Department of Anesthesiology, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Giuseppe Giannotti
- Department of Anesthesiology, University of Colorado Anschutz Medical Campus, Aurora, CO, USA; Department of Integrative Physiology and Neuroscience, Washington State University, Pullman, WA, USA
| | - Nathaniel P Kregar
- Department of Anesthesiology, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Jasper A Heinsbroek
- Department of Anesthesiology, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - David E Olson
- Department of Chemistry, University of California, Davis, Davis, CA, USA; Department of Biochemistry and Molecular Medicine, School of Medicine, University of California, Davis, Sacramento, CA, USA; Center for Neuroscience, University of California, Davis, Davis, CA, USA; Institute for Psychedelics and Neurotherapeutics, University of California, Davis, Davis, CA, USA
| | - Jamie Peters
- Department of Anesthesiology, University of Colorado Anschutz Medical Campus, Aurora, CO, USA; Department of Pharmacology, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.
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Mokhtarpoor H, Tehranineshat B, Naderi Z, Amirinia M. Explaining the causes and motivations for multiple substance use from the perspectives of users and therapists: A qualitative study. Heliyon 2024; 10:e40620. [PMID: 39669165 PMCID: PMC11635730 DOI: 10.1016/j.heliyon.2024.e40620] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2024] [Revised: 11/19/2024] [Accepted: 11/20/2024] [Indexed: 12/14/2024] Open
Abstract
Background The high prevalence of multiple substance use (MSU) is concerning, given the weak awareness about this issue and the potential impact this unawareness has on the severity of substance use disorder (SUD) and treatment outcomes. The aim of this study is to identify and elucidate the causes and motivations for MSU from the viewpoints of users and therapists in this field. Methods In this qualitative study, the conventional content analysis approach and purposive sampling were utilized. Deep semi-structured exploratory interviews were conducted with 17 substance users and 8 addiction therapists (including 4 psychiatrists, 3 general practitioners, and 1 psychologist). Field notes were also taken to identify and explain the motivations and reasons for MSU from the perspectives of users and therapists. The data were analyzed comparatively and simultaneously using the method suggested by Graneheim and Lundman (2004). Results Based on the findings of this study, the motivations for MSU are reflected in four main categories: 'Pharmacological factors' with subcategories such as achieving desired states and mitigating the undesirable effects of substances through leveraging the balancing, synergistic, and antagonistic effects of substances, substituting the effects of other substances, self-medication of the undesirable effects of other substances, enhancing the overall consumption experience such as heightened peak experience and enhanced pleasure, moderating the come-down, and seeking euphoria experiences in different substances; 'Biological factors' with subcategories including different neurobehavioral systems, individual differences determining substance dependence and the somatic-neural vulnerability of consumers; 'Psychosocial factors' with the subcategories of undesirable norms like the need for acceptance and social interactions, the context of substance use, consumers' experiences and expectations of substance use, and the maladaptive personality traits of consumers; and 'Addiction's inevitability' with the subcategories of coercion and the need to maintain equilibrium, and the difficulties of substance detoxification. Conclusion The motivations behind Multiple Substance Use (MSU) behaviors are multifaceted, including pharmacological, biological, psychosocial, and addiction-related factors. Recognizing and comprehending the interplay between these factors and motivations can inform better prevention strategies, assessment of treatment needs, and enhancement of treatment outcomes for individuals dealing with MSU.
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Affiliation(s)
| | - Banafsheh Tehranineshat
- Department of Nursing, Faculty of Nursing and Midwifery, Hormozgan University of Medical Sciences, Bandar Abbas, Iran
| | - Zeinab Naderi
- Department of Nursing, Sirjan School of Medical Sciences, Sirjan, Iran
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Renn T, Griffin B, Kumaravelu V, Ventuneac A, Santacatterina M, Bunting AM. Study protocol for a randomized controlled trial to adapt a posttraumatic stress disorder intervention of patients with opioid-stimulant polysubstance use receiving methadone maintenance treatment. BMC Psychiatry 2024; 24:879. [PMID: 39627789 PMCID: PMC11616292 DOI: 10.1186/s12888-024-06348-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/14/2024] [Accepted: 11/27/2024] [Indexed: 12/06/2024] Open
Abstract
BACKGROUND The purpose of the Treatment for Harnessing Resiliency, Improving emotional regulation, and empowering indiViduals for a brighter future (THRIVE) study is to adapt an evidence-based posttraumatic stress disorder (PTSD) treatment for use among a polysubstance population receiving methadone maintenance treatment (MMT) at an opioid treatment program. Polysubstance use of high-risk combinations, such as illicit opioids and stimulants, is a critical public health issue. Individuals who engage in these high-risk combinations are more likely to have histories of childhood trauma, multiple traumas, PTSD, and greater PTSD severity as compared to mono-substance using individuals. Trauma, co-morbid mental health disorders such as PTSD, and polysubstance use complicate treatment outcomes. This study will use eight study phases to adapt an existing evidence-based PTSD intervention, Skills Training in Affective and Interpersonal Regulation with Narrative Therapy (STAIR-NT), via a massed treatment model (i.e., condensed treatment schedule) for patients in MMT who are engaged in sustained opioid-stimulant polysubstance use. METHODS AND ANALYSIS The intervention is an adapted version of the STAIR-NT protocol. The massed version created includes four 60-min sessions of skill building and two weeks of four 60-min sessions of narrative therapy. A preliminary randomized controlled trial (RCT) with 80 participants, randomized 1:1, will be conducted to assess the intervention's implementation and impact on primary short-term outcomes of polysubstance use and PTSD symptoms. ETHICS AND DISSEMINATION The results of this study will inform a fully-powered effectiveness trial for individuals with PTSD and polysubstance use receiving MMT. The findings are expected to provide valuable insights into improving both PTSD and substance use outcomes, and real-world implementation insights to integrating trauma-informed care in treatment settings for vulnerable populations. REGISTRATION This study is registered at ClinicalTrials.Gov as NCT06307340. Registration date 03/2024.
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Affiliation(s)
- Tanya Renn
- College of Social Work, Florida State University, Tallahassee, FL, USA
| | | | - Vinodini Kumaravelu
- Department of Population Health, New York University Grossman School of Medicine, New York, NY, USA
| | - Ana Ventuneac
- Department of Population Health, New York University Grossman School of Medicine, New York, NY, USA
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Ou TS, Huber L, Macy JT, Chow A, Lin HC. Trajectories of polysubstance use: Are past-year internalizing and externalizing problems associated with trajectories of polysubstance use over time? Addict Behav 2024; 159:108136. [PMID: 39173424 DOI: 10.1016/j.addbeh.2024.108136] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2024] [Revised: 07/16/2024] [Accepted: 08/17/2024] [Indexed: 08/24/2024]
Abstract
OBJECTIVE Polysubstance use among adults has been a public health concern in the U.S. and is associated with adverse consequences. This study aimed to identify the longitudinal trajectory of polysubstance use and test whether internalizing and externalizing problems predict it. METHODS Data of adults aged 18 and older (N = 15076) were extracted from the Waves 1-5 Population Assessment of Tobacco and Health Study (2013-2019). Group-Based Trajectory Modeling was performed to identify the trajectory of polysubstance use. Examined substances included use of cigarettes, e-cigarettes, excessive alcohol, cannabis, painkillers, and cocaine in past 30 days from all waves. Weighted multinomial logistic regressions were conducted to investigate the associations between internalizing and externalizing problems and the trajectory of polysubstance use, controlling for demographic variables. RESULTS Five trajectory groups were identified: (1) No to minimal polysubstance use risk (45.6 %); (2) Polysubstance use-low risk (10.7 %); (3) Cigarette-leading polysubstance use-high risk (23.5 %); (4) Cigarette-cannabis co-leading polysubstance use-high risk (12.3 %); and (5) Cannabis-leading polysubstance use-high risk (7.8 %). Compared with Group 1, higher internalizing problems predicted the membership of Group 3 [Relative risk ratio (RRR) range: 1.07-1.17] and Group 4 (RRR range: 1.04-1.21). Compared with Group 1, higher externalizing problems predicted the membership of Group 5 (RRR range: 1.01-1.10). CONCLUSIONS Prevention efforts should consider internalizing problems and associated trajectories of high-risk polysubstance use (e.g., cigarette-leading and cigarette-cannabis co-leading) as well as externalizing problems and associated trajectories of high-risk polysubstance use (e.g., cannabis-leading), when designing interventions to prevent polysubstance use.
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Affiliation(s)
- Tzung-Shiang Ou
- Department of Kinesiology and Health Science, Utah State University, Logan, UT 84322, USA.
| | - Lesa Huber
- Department of Applied Health Science, School of Public Health, Indiana University, Bloomington, IN 47405, USA.
| | - Jonathan T Macy
- Department of Applied Health Science, School of Public Health, Indiana University, Bloomington, IN 47405, USA.
| | - Angela Chow
- Department of Applied Health Science, School of Public Health, Indiana University, Bloomington, IN 47405, USA.
| | - Hsien-Chang Lin
- Department of Child and Family Development, College of Education, San Diego State University, San Diego, CA 92182, USA.
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Sisson ML, Azuero A, Hawes E, Chichester KR, Carpenter MJ, Businelle MS, Shelton RC, Cropsey KL. Characterizing Individuals Who Elect and Decline Opioid Overdose Education and Naloxone Distribution to Tailor Programs and Expand Impact. J Addict Med 2024:01271255-990000000-00400. [PMID: 39514898 DOI: 10.1097/adm.0000000000001407] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2024]
Abstract
BACKGROUND In response to the opioid epidemic, federal agencies have stressed the importance of targeted naloxone distribution through avenues such as Opioid Overdose Education and Naloxone Distribution (OEND). OEND effectively reduces mortality by training laypersons to respond to overdose situations. Despite demonstrated effectiveness, OEND remains underutilized. This project aimed to characterize those who illicitly use opioids to determine avenues for future tailoring of OEND programs. METHODS Individuals who illicitly used opioids within the past 6 months were recruited via online social media. Participants completed an online questionnaire that assessed history of opioid use and were given the option to receive opioid overdose and naloxone administration training. Those who elected training (n = 111) and those who declined (n = 193) were compared on opioid use, severity of use, and overdose experiences. RESULTS Participants (N = 304) were 47% male and 83% White. Tests of between group differences with measures of effect size were used for analyses. Those who elected training endorsed greater intravenous administration (χ2 = 4.18, P = 0.041, Cramer's V = 0.12). Individuals who declined training reported more frequent nonprescribed methadone use (χ2 = 7.51, P = 0.006, Cramer's V = 0.16), overdose hospitalizations (t(298) = 2.13, P = 0.034, Cohen's d = 0.26), and observed overdoses (t(300) = 3.01, P = 0.003, Cohen's d = 0.36). After adjusting for multiple comparisons, only the differences in nonprescribed methadone use and observed overdoses remained statistically significant. CONCLUSIONS Individuals who declined training were more likely to report ever use of nonprescribed methadone and having witnessed others overdose. They may have had greater exposure to naloxone, hence decreasing perceived need for training. Understanding characteristics of those who elect and refuse training could inform structuring of programs and recruitment approaches.
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Affiliation(s)
- Michelle L Sisson
- From the Department of Psychiatry and Behavioral Neurobiology, School of Medicine, University of Alabama at Birmingham, Birmingham, AL (MLS, EH, KRC, RCS, KLC); Department of Nursing, Family, Community & Health Systems, University of Alabama at Birmingham, Birmingham, AL (AA); Hollings Cancer Center & Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, SC (MJC); and TSET Health Promotion Research Center, Stephenson Cancer Center, University of Oklahoma Health Sciences Center, Oklahoma City, OK (MSB)
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Vivolo-Kantor AM, Mattson CL, Zlotorzynska M. Notes from the Field: Ketamine Detection and Involvement in Drug Overdose Deaths - United States, July 2019-June 2023. MMWR. MORBIDITY AND MORTALITY WEEKLY REPORT 2024; 73:1010-1012. [PMID: 39509345 PMCID: PMC11542773 DOI: 10.15585/mmwr.mm7344a4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/15/2024]
Affiliation(s)
| | - Christine L. Mattson
- Division of Overdose Prevention, National Center for Injury Prevention and Control, CDC
| | - Maria Zlotorzynska
- Division of Overdose Prevention, National Center for Injury Prevention and Control, CDC
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Lim TY, Keyes KM, Caulkins JP, Stringfellow EJ, Cerdá M, Jalali MS. Improving Estimates of the Prevalence of Opioid Use Disorder in the United States: Revising Keyes et al. J Addict Med 2024; 18:705-710. [PMID: 39221814 DOI: 10.1097/adm.0000000000001375] [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: 09/04/2024]
Abstract
OBJECTIVES The United States faces an ongoing drug overdose crisis, but accurate information on the prevalence of opioid use disorder (OUD) remains limited. A recent analysis by Keyes et al used a multiplier approach with drug poisoning mortality data to estimate OUD prevalence. Although insightful, this approach made stringent and partly inconsistent assumptions in interpreting mortality data, particularly synthetic opioid (SO)-involved and non-opioid-involved mortality. We revise that approach and resulting estimates to resolve inconsistencies and examine several alternative assumptions. METHODS We examine 4 adjustments to Keyes and colleagues' estimation approach: (A) revising how the equations account for SO effects on mortality, (B) incorporating fentanyl prevalence data to inform estimates of SO lethality, (C) using opioid-involved drug poisoning data to estimate a plausible range for OUD prevalence, and (D) adjusting mortality data to account for underreporting of opioid involvement. RESULTS Revising the estimation equation and SO lethality effect (adj. A and B) while using Keyes and colleagues' original assumption that people with OUD account for all fatal drug poisonings yields slightly higher estimates, with OUD population reaching 9.3 million in 2016 before declining to 7.6 million by 2019. Using only opioid-involved drug poisoning data (adj. C and D) provides a lower range, peaking at 6.4 million in 2014-2015 and declining to 3.8 million in 2019. CONCLUSIONS The revised estimation equation presented is feasible and addresses limitations of the earlier method and hence should be used in future estimations. Alternative assumptions around drug poisoning data can also provide a plausible range of estimates for OUD population.
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Affiliation(s)
- Tse Yang Lim
- From the Department of Epidemiology, Harvard T. H. Chan School of Public Health, Boston, MA (TYL); Sloan School of Management, Massachusetts Institute of Technology, Cambridge, MA (TYL, MSJ); Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, NY (KMK); Heinz College, Carnegie Mellon University, Pittsburgh, PA (JPC); Massachusetts General Hospital Institute for Technology Assessment, Harvard Medical School, Boston, MA (EJS, MSJ); and Department of Population Health, New York University School of Medicine, New York, NY (MC)
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Karavitaki N, Bettinger JJ, Biermasz N, Christ-Crain M, Gadelha MR, Inder WJ, Tsourdi E, Wakeman SE, Zatelli M. Exogenous Opioids and the Human Endocrine System: An Endocrine Society Scientific Statement. Endocr Rev 2024:bnae023. [PMID: 39441725 DOI: 10.1210/endrev/bnae023] [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: 07/24/2024] [Indexed: 10/25/2024]
Abstract
The use and misuse of opioids are a growing global problem. Although the effects of these drugs on the human endocrine system have been studied for decades, attention on their related clinical consequences, particularly on the hypothalamic-pituitary system and bone health, has intensified over recent years. This Statement appraises research data related to the impact of opioids on the gonadal and adrenal function. Whereas hypogonadism is well recognized as a side effect of opioids, the significance of their inhibitory actions on the hypothalamic-pituitary-adrenal system and the occurrence of clinically relevant adrenal insufficiency is not fully elucidated. The often-inconsistent results of studies investigating how opioids affect the secretion of GH, prolactin, arginine vasopressin, and oxytocin are assessed. The accumulating evidence of opioid actions on bone metabolism and their negative sequelae on bone mineral density and risk of fracture are also reviewed. In each section, available data on diagnostic and management approaches for opioid endocrine sequelae are described. This Statement highlights a plethora of gaps in research associated with the effects and clinical consequences of opioids on the endocrine system. It is anticipated that addressing these gaps will improve the care of people using or misusing opioids worldwide. The Statement is not intended to serve as a guideline or dictate treatment decisions.
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Affiliation(s)
- Niki Karavitaki
- Institute of Metabolism and Systems Research, University of Birmingham, Birmingham B15 2TT, UK
- Centre for Endocrinology, Diabetes and Metabolism, Birmingham Health Partners, Birmingham B15 2TT, UK
- Department of Endocrinology, Queen Elizabeth Hospital, University Hospitals Birmingham NHS Foundation Trust, Birmingham B15 2TH, UK
| | - Jeffrey J Bettinger
- Pain Management and Addiction Medicine, Saratoga Hospital Medical Group, Saratoga Springs, NY 12866, USA
| | - Nienke Biermasz
- Department of Internal Medicine, Division of Endocrinology, Leiden University Medical Center, 2333 ZA Leiden, The Netherlands
| | - Mirjam Christ-Crain
- Department of Endocrinology, Diabetes and Metabolism, University Hospital Basel, 4031 Basel, Switzerland
- Department of Clinical Research, University of Basel, CH-4031 Basel, Switzerland
| | - Monica R Gadelha
- Endocrine Unit and Neuroendocrinology Research Center, Medical School and Hospital Universitário Clementino Fraga Filho-Universidade Federal do Rio de Janeiro (UFRJ), Rio de Janeiro, 21941-913, Brazil
| | - Warrick J Inder
- Department of Diabetes and Endocrinology, Princess Alexandra Hospital, Brisbane, Queensland, QLD 4102, Australia
- Medical School, The University of Queensland, Brisbane, Queensland, QLD 4006, Australia
| | - Elena Tsourdi
- Department of Medicine III, Technische Universität Dresden, Dresden 01307, Germany
- Center for Healthy Aging, Technische Universität Dresden, Dresden 01307, Germany
| | - Sarah E Wakeman
- Massachusetts General Hospital, Program for Substance Use and Addiction Service, Mass General Brigham, Harvard Medical School, Boston, MA 02114, USA
| | - Maria Zatelli
- Section of Endocrinology, Geriatrics and Internal Medicine, Department of Medical Sciences, University of Ferrara, Ferrara 44100, Italy
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Dawes MH, Ortelli OA, Holleran KM, Jones SR. Fentanyl self-administration is accelerated by methamphetamine co-use and results in worsened hypodopaminergia in male, but not female rats. Eur J Neurosci 2024; 60:5912-5926. [PMID: 39251212 PMCID: PMC11484618 DOI: 10.1111/ejn.16533] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2024] [Revised: 08/07/2024] [Accepted: 08/26/2024] [Indexed: 09/11/2024]
Abstract
Combined use of fentanyl and methamphetamine (FENT + METH) has increased in recent years and has been documented in a growing number overdose deaths each year. The impact of FENT + METH on behavior and neurobiology is not well understood. In this study, male and female Long Evans rats were tested on a limited access, fixed ratio 1 self-administration schedule for increasing doses (1.25-5 μg/kg/infusion; iv) of fentanyl, with and without a single dose (0.1 mg/kg/infusion; iv) of methamphetamine, for 15 days. FENT + METH abolished dose responsiveness to fentanyl in all rats and accelerated intake in males, resulting in patterns of responding that may be more likely to result in adverse effects. Ex vivo slice voltammetry in the nucleus accumbens core showed decreases in dopamine release and reuptake (Vmax) following FENT + METH exposure, compared with saline, fentanyl, and methamphetamine alone groups at baseline parameters. Further, significant decreases in dopamine release were observed across a range of stimulation intensities following FENT + METH exposure. Overall, male and female rats displayed sex-specific behavioral and neurobiological responses to FENT + METH exposure, with males displaying increased vulnerability.
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Affiliation(s)
- Monica H. Dawes
- Department of Translational Neuroscience, Wake Forest University School of Medicine, Winston-Salem, NC 27101, United States
| | - Olivia A. Ortelli
- Department of Translational Neuroscience, Wake Forest University School of Medicine, Winston-Salem, NC 27101, United States
| | - Katherine M. Holleran
- Department of Translational Neuroscience, Wake Forest University School of Medicine, Winston-Salem, NC 27101, United States
| | - Sara R. Jones
- Department of Translational Neuroscience, Wake Forest University School of Medicine, Winston-Salem, NC 27101, United States
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Schneider KE, Martin EM, Urquhart GJ, Sisson LN, Rouhani S, Morris M, Spira AP, Sherman SG. Sleep-related impairment among people who use opioids: The critical role of structural vulnerability. Sleep Health 2024; 10:533-539. [PMID: 39068134 DOI: 10.1016/j.sleh.2024.07.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2023] [Revised: 06/20/2024] [Accepted: 07/02/2024] [Indexed: 07/30/2024]
Abstract
OBJECTIVE People who use opioids are vulnerable to sleep disturbances due to a range of factors, including the substances they use and the various structural vulnerabilities they face. We aimed to understand the burden of sleep-related impairment and problems pertaining to sleep context and schedule among people who use opioids. METHODS We explored sleep quality and problems among a suburban sample of people who use opioids experiencing extensive structural vulnerabilities (N = 170). Participants reported their most urgent concern in the past week (e.g., sleep, drug use, housing), their sleep context, sleep problems, sleep schedules, and scores on the PROMIS Sleep-Related Impairment measure. We then quantified associations between Sleep-Related Impairment scores and sociodemographics and substance use. RESULTS Participants were primarily men (66%) and non-Hispanic Black (67%) with a mean age of 42 (SD: 12.1). Many experienced hunger (44%) and literal homelessness (40%). One-quarter (28%) reported that sleep was their most urgent concern in the past week. The most common problems when falling or staying asleep were mental health-related symptoms (81%) and pain/discomfort (32%). Literal homelessness (β = 2.2, 95% CI: 0.6, 3.7), hunger (β = 2.3, 95% CI: 1.0, 3.6), and frequent alcohol use (β = 1.5, 95% CI: 0.2, 2.7) were significantly associated with Sleep-Related Impairment scores. CONCLUSIONS Homelessness and hunger are associated with sleep-related impairment in people who use opioids. Poor sleep quality, substance use, structural vulnerability, and mental health problems are all interrelated sources of functional impairment in this population. Interventions that address poverty as an underlying cause of sleep-related impairment and provide safe sleeping environments are needed.
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Affiliation(s)
- Kristin E Schneider
- Department of Health, Behavior and Society, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA.
| | - Emily M Martin
- Department of Health, Behavior and Society, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Glenna J Urquhart
- Department of Health, Behavior and Society, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Laura N Sisson
- Department of Health, Behavior and Society, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Saba Rouhani
- Department of Health, Behavior and Society, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA; Department of Epidemiology, New York University School of Global Public Health, New York, New York, USA
| | - Miles Morris
- Department of Health, Behavior and Society, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Adam P Spira
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA; Department of Psychiatry and Behavioral Sciences, Johns Hopkins School of Medicine, Baltimore, Maryland, USA; Johns Hopkins Center on Aging and Health, Baltimore, Maryland, USA
| | - Susan G Sherman
- Department of Health, Behavior and Society, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
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Sergeant A, Bach P, Lei J, DeBeck K, Milloy MJ, Hayashi K. Initiation and/or re-initiation of drug use among people who use drugs in Vancouver, Canada from 2021 to 2022: a prospective cohort study. Subst Abuse Treat Prev Policy 2024; 19:42. [PMID: 39256873 PMCID: PMC11385492 DOI: 10.1186/s13011-024-00624-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/29/2024] [Accepted: 09/03/2024] [Indexed: 09/12/2024] Open
Abstract
OBJECTIVES Widespread health service disruptions resulting from the COVID-19 pandemic coincided with a dramatic increase in overdose deaths among people who use drugs (PWUD) in Vancouver, Canada. Those with a history of injection drug use are known to be at heightened risk of substance-associated harms. Drug use patterns and associated sociodemographic and health care utilization trends have been understudied in this population since the pandemic onset. We sought to understand patterns of drug use initiation and/or re-initiation among people with a history of injection drug use (IVDU). METHODS Data were obtained from three harmonized prospective cohort studies of PWUD in Vancouver. Participants with a lifetime history of IVDU who responded to a survey between June 2021 and May 2022 were included. The primary outcome variable was a composite of substance use initiation and re-initiation over the study period, labelled as drug (re)-initiation. A multivariable generalized linear mixed-effects model was used to examine factors associated with self-reported (re)-initiation of substance use over the past six months. RESULTS Among 1061 participants, the median age was 47 years at baseline and 589 (55.5%) identified as men. In total, 183 (17.2%) participants reported initiating and/or re-initiating a drug, with 44 (4.1%) reporting new drug initiation and 148 (14.0%) reporting drug re-initiation (9 participants responded 'yes' to both). Overall, unregulated stimulants (e.g., crystal methamphetamine and cocaine) were the most common drug class (re-)initiated (n = 101; 55.2%), followed by opioids (n = 74; 40.4%) and psychedelics (n = 36; 19.7%). In the multivariable analysis, (re-)initiation of drug use was independently associated with recent IVDU (adjusted odds ratio [AOR] 2.62, 95% confidence interval [CI] 1.02, 6.76), incarceration (AOR 3.36, CI 1.12, 10.14) and inability to access addiction treatment (AOR 4.91, 95% CI 1.22, 19.75). CONCLUSIONS In an era impacted by the intersecting effects of the COVID-19 pandemic and the overdose crisis, nearly one in five PWUD with a history of IVDU began using a new drug and/or re-started use of a previous drug. Those who reported drug (re-)initiation exhibited riskier substance use behaviours and reported difficulty accessing treatment services. Our findings underscore the need to provide additional resources to support this high-risk population.
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Affiliation(s)
- Anjali Sergeant
- Department of Medicine, University of British Columbia, 2775 Laurel Street, Vancouver, BC, V5Z 1M9, Canada
| | - Paxton Bach
- Department of Medicine, University of British Columbia, 2775 Laurel Street, Vancouver, BC, V5Z 1M9, Canada
- British Columbia Centre on Substance Use (BCCSU), 400-1045 Howe Street, Vancouver, BC, V6Z 2A9, Canada
| | - Jingxin Lei
- British Columbia Centre on Substance Use (BCCSU), 400-1045 Howe Street, Vancouver, BC, V6Z 2A9, Canada
| | - Kora DeBeck
- British Columbia Centre on Substance Use (BCCSU), 400-1045 Howe Street, Vancouver, BC, V6Z 2A9, Canada
- School of Public Policy, Simon Fraser University, 515 West Hastings Street, Vancouver, BC, V6B 5K3, Canada
| | - M-J Milloy
- Department of Medicine, University of British Columbia, 2775 Laurel Street, Vancouver, BC, V5Z 1M9, Canada
- British Columbia Centre on Substance Use (BCCSU), 400-1045 Howe Street, Vancouver, BC, V6Z 2A9, Canada
| | - Kanna Hayashi
- British Columbia Centre on Substance Use (BCCSU), 400-1045 Howe Street, Vancouver, BC, V6Z 2A9, Canada.
- Faculty of Health Sciences, Simon Fraser University, 8888 University Drive, Burnaby, BC, V5A 1S6, Canada.
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12
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Frost MC, Coughlin LN, Zhang L, Lin LA. Comparison of Treatment Receipt and Hospitalization Among Patients With Stimulant Use Disorder and/or Opioid Use Disorder in the Veterans Health Administration. J Addict Med 2024; 18:561-566. [PMID: 38832683 PMCID: PMC11446671 DOI: 10.1097/adm.0000000000001329] [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: 06/05/2024]
Abstract
OBJECTIVES Stimulant use is a growing problem, but little is known about service utilization among patients with stimulant use disorder (StUD). In the context of the overdose crisis, much research has focused on patients with opioid use disorder (OUD). It is unclear how the characteristics, treatment receipt, and hospitalization of patients with StUD differ from patients with OUD. METHODS Electronic health record data were extracted for national Veterans Health Administration patients with a visit from March 1, 2020, to February 28, 2021 with StUD and/or OUD (N = 132,273). We compared patients with StUD without OUD to those with (1) co-occurring StUD + OUD and (2) OUD without StUD. Patient characteristics, substance use disorder treatment, and hospitalizations in the year following patients' first study period visit were descriptively compared. Treatment and hospitalization were also compared in adjusted regression models. RESULTS Compared with patients with OUD + StUD, those with StUD without OUD were less likely to receive outpatient (adjusted odds ratio [aOR] 0.49, 95% confidence interval [CI] 0.47-0.50) or any treatment (aOR 0.47, 95% CI 0.46-0.49). Compared with patients with OUD without StUD, those with StUD without OUD were less likely to receive outpatient (aOR 0.51, 95% CI 0.49-0.52) or any treatment (aOR 0.56, 95% CI 0.54-0.58) and more likely to receive residential treatment (aOR 2.18, 95% 2.05-2.30) and to be hospitalized (aOR 1.62, 95% 1.56-1.69). CONCLUSIONS Patients with StUD may be less likely to receive treatment and more likely to be hospitalized than patients with OUD. Efforts focused on mitigating hospitalization and increasing treatment receipt for patients with StUD are needed.
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Affiliation(s)
- Madeline C Frost
- From the Department of Health Systems and Population Health, University of Washington School of Public Health, Seattle, WA (MCF); Health Systems Research (HSR) Center of Innovation for Veteran-Centered and Value-Driven Care, VA Puget Sound Health Care System, Seattle, WA (MCF); Michigan Innovations in Addiction Care through Research & Education (MI-ACRE), Addiction Center, Department of Psychiatry, University of Michigan, Ann Arbor, MI (LNC, LZ, LAL); and VA Center for Clinical Management Research (CCMR), VA Ann Arbor Healthcare System, Ann Arbor, MI 48105 (LZ, LAL)
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13
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Goodwin S, Kirby KC, Raiff BR. Evolution of the substance use landscape: Implications for contingency management. J Appl Behav Anal 2024. [PMID: 39193870 DOI: 10.1002/jaba.2911] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2024] [Accepted: 07/31/2024] [Indexed: 08/29/2024]
Abstract
Contingency management (CM), which involves the delivery of incentives upon meeting behavioral goals, has the potential to improve substance use treatment outcomes. The intervention allows for flexibility through numerous modifiable components including changes to incentive magnitude and schedule, target behavior, and intervention structure. Unfortunately, numerous changes in the substance use landscape have occurred in the past 10 to 15 years: Substances are more potent, overdose risk has increased, new substances and methods of use have been introduced, and substance classes are increasingly being intentionally and unintentionally mixed. These developments potentially undermine CM outcomes. We explored recent substance use changes due to legislative, regulatory, social, and economic factors for four substance classes: stimulants, opioids, tobacco, and cannabis. We discuss potential adjustments to the modifiable components of CM for future research in response to these changes. By continually adapting to the shifting substance use landscape, CM can maintain optimal efficacy.
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Affiliation(s)
- Shelby Goodwin
- Department of Psychology, Rowan University, Glassboro, New Jersey, USA
| | | | - Bethany R Raiff
- Department of Psychology, Rowan University, Glassboro, New Jersey, USA
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14
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Satre DD, Sarovar V, Levine T, Leibowitz AS, Lea AN, Ridout KK, Hare CB, Luu MN, Flamm J, Dilley JW, Davy-Mendez T, Sterling SA, Silverberg MJ. Factors associated with suicidal ideation among people with HIV engaged in care. J Affect Disord 2024; 358:369-376. [PMID: 38723683 DOI: 10.1016/j.jad.2024.05.036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/16/2023] [Revised: 04/29/2024] [Accepted: 05/06/2024] [Indexed: 05/16/2024]
Abstract
BACKGROUND People with HIV (PWH) are at elevated risk for suicidal ideation (SI), yet few studies have examined how substance use, clinical and sociodemographic factors are associated with SI among PWH. METHOD We used substance use (Tobacco, Alcohol, Prescription Medication, and Other Substance Use [TAPS]) and depression (PHQ-9) data from computerized screening of adult PWH in primary care clinics in Northern California, combined with health record data on psychiatric diagnoses, HIV diagnosis, treatment, and control (HIV RNA, CD4), insurance, and neighborhood deprivation index (NDI) to examine factors associated with SI (PHQ-9 item 9 score > 0). Adjusted odds ratios (aOR) for SI were obtained from logistic regression models. RESULTS Among 2829 PWH screened (92 % male; 56 % white; mean (SD) age of 54 (13) years; 220 (8 %) reported SI. Compared with no problematic use, SI was higher among those reporting one (aOR = 1.65, 95 % CI = 1.17, 2.33), two (aOR = 2.23, 95 % CI = 1.42, 3.49), or ≥ 3 substances (aOR = 4.49, 95 % CI = 2.41, 8.39). SI risk was higher for those with stimulant use (aOR = 3.55, 95 % CI = 2.25, 5.59), depression (aOR = 4.18, 95 % CI = 3.04, 5.74), and anxiety diagnoses (aOR = 1.67, 95 % CI = 1.19, 2.34), or Medicaid (aOR = 2.11, 95%CI = 1.24, 3.60) compared with commercial/other insurance. SI was not associated with HIV-related measures or NDI. LIMITATIONS SI was assessed with a single PHQ-9 item. Simultaneous SI and exposure data collection restricts the ability to establish substance use as a risk factor. CONCLUSIONS HIV care providers should consider multiple substance use, stimulant use, depression or anxiety, and public insurance as risk factors for SI and provide interventions when needed.
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Affiliation(s)
- Derek D Satre
- University of California, San Francisco, Department of Psychiatry and Behavioral Sciences, Weill Institute for Neurosciences, San Francisco, CA 94107, United States of America; Kaiser Permanente Northern California, Division of Research, Pleasanton, CA 94588, United States of America.
| | - Varada Sarovar
- Kaiser Permanente Northern California, Division of Research, Pleasanton, CA 94588, United States of America
| | - Tory Levine
- Kaiser Permanente Northern California, Division of Research, Pleasanton, CA 94588, United States of America
| | - Amy S Leibowitz
- Kaiser Permanente Northern California, Division of Research, Pleasanton, CA 94588, United States of America
| | - Alexandra N Lea
- Kaiser Permanente Northern California, Division of Research, Pleasanton, CA 94588, United States of America
| | - Kathryn K Ridout
- Kaiser Permanente Northern California, Division of Research, Pleasanton, CA 94588, United States of America; The Permanente Medical Group, Oakland, CA 94612, United States of America
| | - C Bradley Hare
- Kaiser Permanente Northern California, Division of Research, Pleasanton, CA 94588, United States of America
| | - Mitchell N Luu
- Kaiser Permanente Northern California, Division of Research, Pleasanton, CA 94588, United States of America
| | - Jason Flamm
- Kaiser Permanente Northern California, Division of Research, Pleasanton, CA 94588, United States of America
| | - James W Dilley
- University of California, San Francisco, Department of Psychiatry and Behavioral Sciences, Weill Institute for Neurosciences, San Francisco, CA 94107, United States of America
| | - Thibaut Davy-Mendez
- University of North Carolina at Chapel Hill, Department of Medicine, Division of Infectious Diseases, Chapel Hill, NC 27599, United States of America
| | - Stacy A Sterling
- University of California, San Francisco, Department of Psychiatry and Behavioral Sciences, Weill Institute for Neurosciences, San Francisco, CA 94107, United States of America; Kaiser Permanente Northern California, Division of Research, Pleasanton, CA 94588, United States of America
| | - Michael J Silverberg
- Kaiser Permanente Northern California, Division of Research, Pleasanton, CA 94588, United States of America
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15
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Jang KW, Kim J, Jung HW, Lee SK, Park BJ, Kang HC, Kim CH, Lee HK, Roh D. Public Perception Towards Drug Abuse in South Korea: The Effects of Overconfidence and Affirmation. Psychiatry Investig 2024; 21:746-754. [PMID: 39089700 PMCID: PMC11298263 DOI: 10.30773/pi.2023.0328] [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: 09/21/2023] [Revised: 01/24/2024] [Accepted: 05/16/2024] [Indexed: 08/04/2024] Open
Abstract
OBJECTIVE The abuse of prescription drugs and over-the-counter medicines has been a major issue addressed as a serious public health problem worldwide. This study explored factors contributing to substance abuse in Korea by examining the status of substance abuse among Korean adults and evaluating their knowledge, attitudes, and intentions toward substance abuse. METHODS Data were collected online from a sample of participants 19 years old or older from May 20 to June 1, 2020 (n=1,020). The survey consisted of questions on demographics, perceptions of drug risk, motives for drug use, and attitudes toward drug addiction treatment. Principal component and multiple logistic regression analyses were used to explore the factors contributing to the perception of drug abuse. RESULTS In the multivariate regression analysis, overconfidence in handling drug usage, acceptance of addictive substances, and affirmation of public support for drug abuse were associated with opioid abuse (Nagelkerke R2=0.486), and additionally affirmation of legal cannabis usage and motivation to use diet pills were associated with diet pill abuse (Nagelkerke R2=0.569). CONCLUSION The findings of this study suggest that the actual situation of substance abuse among Korean adults increases awareness of and attitudes toward drug use related to substance abuse.
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Affiliation(s)
- Ki Won Jang
- Mind-Neuromodulation Laboratory, Hallym University College of Medicine, Chuncheon, Republic of Korea
| | - Jiheon Kim
- Mind-Neuromodulation Laboratory, Hallym University College of Medicine, Chuncheon, Republic of Korea
- Department of Psychiatry, Hallym University College of Medicine, Chuncheon, Republic of Korea
| | - Han Wool Jung
- Mind-Neuromodulation Laboratory, Hallym University College of Medicine, Chuncheon, Republic of Korea
| | - Sang-Kyu Lee
- Mind-Neuromodulation Laboratory, Hallym University College of Medicine, Chuncheon, Republic of Korea
- Department of Psychiatry, Hallym University College of Medicine, Chuncheon, Republic of Korea
| | - Byung Joo Park
- Department of Preventive Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Hoon-Chul Kang
- Division of Pediatric Neurology, Department of Pediatrics, Severance Children’s Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Chan-Hyung Kim
- Department of Psychiatry and Institute of Behavioural Science in Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Hae Kook Lee
- Department of Psychiatry, The Catholic University of Korea Uijeongbu St. Mary’s Hospital, Uijeongbu, Republic of Korea
| | - Daeyoung Roh
- Mind-Neuromodulation Laboratory, Hallym University College of Medicine, Chuncheon, Republic of Korea
- Department of Psychiatry, Hallym University College of Medicine, Chuncheon, Republic of Korea
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16
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Xiao Y, Bi K, Yip PSF, Cerel J, Brown TT, Peng Y, Pathak J, Mann JJ. Decoding Suicide Decedent Profiles and Signs of Suicidal Intent Using Latent Class Analysis. JAMA Psychiatry 2024; 81:595-605. [PMID: 38506817 PMCID: PMC10955339 DOI: 10.1001/jamapsychiatry.2024.0171] [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: 08/14/2023] [Accepted: 01/07/2024] [Indexed: 03/21/2024]
Abstract
Importance Suicide rates in the US increased by 35.6% from 2001 to 2021. Given that most individuals die on their first attempt, earlier detection and intervention are crucial. Understanding modifiable risk factors is key to effective prevention strategies. Objective To identify distinct suicide profiles or classes, associated signs of suicidal intent, and patterns of modifiable risks for targeted prevention efforts. Design, Setting, and Participants This cross-sectional study used data from the 2003-2020 National Violent Death Reporting System Restricted Access Database for 306 800 suicide decedents. Statistical analysis was performed from July 2022 to June 2023. Exposures Suicide decedent profiles were determined using latent class analyses of available data on suicide circumstances, toxicology, and methods. Main Outcomes and Measures Disclosure of recent intent, suicide note presence, and known psychotropic usage. Results Among 306 800 suicide decedents (mean [SD] age, 46.3 [18.4] years; 239 627 males [78.1%] and 67 108 females [21.9%]), 5 profiles or classes were identified. The largest class, class 4 (97 175 [31.7%]), predominantly faced physical health challenges, followed by polysubstance problems in class 5 (58 803 [19.2%]), and crisis, alcohol-related, and intimate partner problems in class 3 (55 367 [18.0%]), mental health problems (class 2, 53 928 [17.6%]), and comorbid mental health and substance use disorders (class 1, 41 527 [13.5%]). Class 4 had the lowest rates of disclosing suicidal intent (13 952 [14.4%]) and leaving a suicide note (24 351 [25.1%]). Adjusting for covariates, compared with class 1, class 4 had the highest odds of not disclosing suicide intent (odds ratio [OR], 2.58; 95% CI, 2.51-2.66) and not leaving a suicide note (OR, 1.45; 95% CI, 1.41-1.49). Class 4 also had the lowest rates of all known psychiatric illnesses and psychotropic medications among all suicide profiles. Class 4 had more older adults (23 794 were aged 55-70 years [24.5%]; 20 100 aged ≥71 years [20.7%]), veterans (22 220 [22.9%]), widows (8633 [8.9%]), individuals with less than high school education (15 690 [16.1%]), and rural residents (23 966 [24.7%]). Conclusions and Relevance This study identified 5 distinct suicide profiles, highlighting a need for tailored prevention strategies. Improving the detection and treatment of coexisting mental health conditions, substance and alcohol use disorders, and physical illnesses is paramount. The implementation of means restriction strategies plays a vital role in reducing suicide risks across most of the profiles, reinforcing the need for a multifaceted approach to suicide prevention.
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Affiliation(s)
- Yunyu Xiao
- Department of Population Health Sciences, Weill Cornell Medicine/NewYork-Presbyterian, New York
| | - Kaiwen Bi
- Department of Social Work and Social Administration, The University of Hong Kong, Hong Kong
| | - Paul Siu-Fai Yip
- Department of Social Work and Social Administration, The University of Hong Kong, Hong Kong
- Hong Kong Jockey Club Centre for Suicide Research and Prevention, The University of Hong Kong, Hong Kong
| | - Julie Cerel
- College of Social Work, University of Kentucky, Lexington
| | | | - Yifan Peng
- Department of Population Health Sciences, Weill Cornell Medicine/NewYork-Presbyterian, New York
| | - Jyotishman Pathak
- Department of Population Health Sciences, Weill Cornell Medicine/NewYork-Presbyterian, New York
| | - J. John Mann
- Department of Psychiatry, Columbia University Irving Medical Center, Columbia University, New York, New York
- Department of Radiology, Columbia University Irving Medical Center, Columbia University, New York, New York
- Division of Molecular Imaging and Neuropathology, New York State Psychiatric Institute, New York
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Santo T, Gisev N, Campbell G, Colledge-Frisby S, Wilson J, Tran LT, Lynch M, Martino-Burke D, Taylor S, Degenhardt L. Prevalence of comorbid substance use disorders among people with opioid use disorder: A systematic review & meta-analysis. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2024; 128:104434. [PMID: 38677160 DOI: 10.1016/j.drugpo.2024.104434] [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: 01/17/2024] [Revised: 04/11/2024] [Accepted: 04/19/2024] [Indexed: 04/29/2024]
Abstract
BACKGROUND Comorbid substance use disorders (SUDs) among people with opioid use disorder (OUD) contribute to poor clinical outcomes, including overdose and mortality. We present the first systematic review and meta-analysis to estimate the prevalence of specific non-opioid SUDs among people with OUD. METHODS We searched Embase, PsycINFO, and MEDLINE from 1990 to 2022 for studies that used Diagnostic and Statistical Manual of Mental Disorders (DSM) or International Classification of Diseases (ICD) criteria to assess the prevalence of non-opioid SUDs among individuals with OUD. We used random-effects meta-analyses with 95% Confidence Intervals (CIs) to pool current and lifetime prevalence estimates separately. Meta-regressions and stratified meta-analyses were used to examine differences in prevalence estimates by sample characteristics and methodological factors. RESULTS Of the 36,971 publications identified, we included data from 194 studies and 77,212 participants with OUD. The prevalence of any comorbid SUD among people with OUD was 59.5% (95%CI 49.1-69.5%) for current non-opioid SUDs, with 72.0% (95%CI 52.5-87.9%) experiencing a comorbid SUD in their lifetime. Of the studies that examined current comorbid SUDs, cocaine use disorder (30.5%, 95%CI 23.0-38.7%) was most common, followed by alcohol (27.1%, 95%CI 24.4- 30.0%), cannabis (22.7%, 95%CI 19.0-26.6%), sedative (16.1%, 95%CI 13.1-19.3%), and methamphetamine (11.4%, 95%CI 6.8-17.1%) use disorders. Substantial heterogeneity (I2>90%) across estimates was observed. Substantial heterogeneity (I2>90%) was observed across estimates, with significant variations in prevalence identified across geographic locations, recruitment settings, and other study-level factors. CONCLUSION Findings from this study emphasize the importance of comorbid SUD treatment access for people with OUD. Our estimates can inform the provision of treatment and harm reduction strategies for people with OUD and specific subpopulations.
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Affiliation(s)
- Thomas Santo
- National Drug and Alcohol Research Centre (NDARC), UNSW Sydney, Sydney, New South Wales, Australia.
| | - Natasa Gisev
- National Drug and Alcohol Research Centre (NDARC), UNSW Sydney, Sydney, New South Wales, Australia
| | - Gabrielle Campbell
- National Drug and Alcohol Research Centre (NDARC), UNSW Sydney, Sydney, New South Wales, Australia; School of Psychology, University of Queensland, St. Lucia, Queensland, Australia
| | - Samantha Colledge-Frisby
- National Drug and Alcohol Research Centre (NDARC), UNSW Sydney, Sydney, New South Wales, Australia; National Drug Research Institute, Curtin University, Melbourne, Australia; Disease Elimination Program, Burnet Institute, Melbourne, Australia
| | - Jack Wilson
- Matilda Centre, The University of the Sydney, Sydney, Australia
| | - Lucy Thi Tran
- National Drug and Alcohol Research Centre (NDARC), UNSW Sydney, Sydney, New South Wales, Australia
| | - Michelle Lynch
- National Drug and Alcohol Research Centre (NDARC), UNSW Sydney, Sydney, New South Wales, Australia
| | - Daniel Martino-Burke
- National Drug and Alcohol Research Centre (NDARC), UNSW Sydney, Sydney, New South Wales, Australia
| | - Sophia Taylor
- National Drug and Alcohol Research Centre (NDARC), UNSW Sydney, Sydney, New South Wales, Australia
| | - Louisa Degenhardt
- National Drug and Alcohol Research Centre (NDARC), UNSW Sydney, Sydney, New South Wales, Australia
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18
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Moon SJE, Schlenk EA, Lee H. Heart Rate Variability in Adults With Substance Use Disorder: A Comprehensive Narrative Review. J Am Psychiatr Nurses Assoc 2024; 30:240-251. [PMID: 36856156 DOI: 10.1177/10783903221145142] [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: 03/02/2023]
Abstract
BACKGROUND Heart rate variability (HRV) is an indicator of autonomic abnormalities. However, little is known about the role of HRV related to substance use behavior and the association between the changes in HRV and signs of relapse in substance use. AIM The purpose of this study was to review the existing literature on autonomic response to substance use (i.e., opioids, cocaine, and methamphetamine) measured by HRV and its outcomes related to the risk factors of relapse. METHODS A systematic search of the literature was conducted using PubMed, PsychINFO, and Ovid Medline databases. The study includes full-text articles published in English from 2010 to 2020, using measures of HRV in human subjects who use substances. RESULTS A total of 14 studies were reviewed. Studies included outpatients with a prescription or nonprescription opioid misuse behavior with a primary diagnosis being chronic pain or substance use disorder (SUD). Significantly decreased resting HRV was found in substance users compared to healthy controls. Lower resting HRV has been significantly associated with stress, craving, and greater symptom severities in individuals with SUD and other substance dependence. HRV indices can be potential measures of homeostatic imbalance and self-regulation flexibility. CONCLUSION HRV may be a useful tool for monitoring early indication of relapse so that relapse prevention measures can be implemented in a timely manner. Future studies in substance use may benefit from examining HRV in relations to substance use and relapse signs and symptoms in a larger population to guide future relapse prevention strategies.
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Affiliation(s)
| | - Elizabeth A Schlenk
- Elizabeth A. Schlenk, PhD, RN, CNL, FAAN, University of Pittsburgh, Pittsburgh, PA, USA
| | - Heeyoung Lee
- Heeyoung Lee, PhD, PMHNP-BC, University of Pittsburgh, Pittsburgh, PA, USA
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Donlon J, Kumari P, Varghese SP, Bai M, Florentin OD, Frost ED, Banks J, Vadlapatla N, Kam O, Shad MU, Rahman S, Abulseoud OA, Stone TW, Koola MM. Integrative Pharmacology in the Treatment of Substance Use Disorders. J Dual Diagn 2024; 20:132-177. [PMID: 38117676 DOI: 10.1080/15504263.2023.2293854] [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: 12/22/2023]
Abstract
The detrimental physical, mental, and socioeconomic effects of substance use disorders (SUDs) have been apparent to the medical community for decades. However, it has become increasingly urgent in recent years to develop novel pharmacotherapies to treat SUDs. Currently, practitioners typically rely on monotherapy. Monotherapy has been shown to be superior to no treatment at all for most substance classes. However, many randomized controlled trials (RCTs) have revealed that monotherapy leads to poorer outcomes when compared with combination treatment in all specialties of medicine. The results of RCTs suggest that monotherapy frequently fails since multiple dysregulated pathways, enzymes, neurotransmitters, and receptors are involved in the pathophysiology of SUDs. As such, research is urgently needed to determine how various neurobiological mechanisms can be targeted by novel combination treatments to create increasingly specific yet exceedingly comprehensive approaches to SUD treatment. This article aims to review the neurobiology that integrates many pathophysiologic mechanisms and discuss integrative pharmacology developments that may ultimately improve clinical outcomes for patients with SUDs. Many neurobiological mechanisms are known to be involved in SUDs including dopaminergic, nicotinic, N-methyl-D-aspartate (NMDA), and kynurenic acid (KYNA) mechanisms. Emerging evidence indicates that KYNA, a tryptophan metabolite, modulates all these major pathophysiologic mechanisms. Therefore, achieving KYNA homeostasis by harmonizing integrative pathophysiology and pharmacology could prove to be a better therapeutic approach for SUDs. We propose KYNA-NMDA-α7nAChRcentric pathophysiology, the "conductor of the orchestra," as a novel approach to treat many SUDs concurrently. KYNA-NMDA-α7nAChR pathophysiology may be the "command center" of neuropsychiatry. To date, extant RCTs have shown equivocal findings across comparison conditions, possibly because investigators targeted single pathophysiologic mechanisms, hit wrong targets in underlying pathophysiologic mechanisms, and tested inadequate monotherapy treatment. We provide examples of potential combination treatments that simultaneously target multiple pathophysiologic mechanisms in addition to KYNA. Kynurenine pathway metabolism demonstrates the greatest potential as a target for neuropsychiatric diseases. The investigational medications with the most evidence include memantine, galantamine, and N-acetylcysteine. Future RCTs are warranted with novel combination treatments for SUDs. Multicenter RCTs with integrative pharmacology offer a promising, potentially fruitful avenue to develop novel therapeutics for the treatment of SUDs.
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Affiliation(s)
- Jack Donlon
- Cooper Medical School of Rowan University, Camden, New Jersey, USA
| | - Pooja Kumari
- Community Living Trent Highlands, Peterborough, Canada
| | - Sajoy P Varghese
- Addiction Recovery Treatment Services, Veterans Affairs Northern California Health Care System, University of California, Davis, Sacramento, California, USA
| | - Michael Bai
- Columbia University, New York, New York, USA
| | - Ori David Florentin
- Department of Psychiatry, Westchester Medical Center, Valhalla, New York, USA
| | - Emma D Frost
- Department of Neurology, Cooper University Health Care, Camden, New Jersey, USA
| | - John Banks
- Talkiatry Mental Health Clinic, New York, New York, USA
| | - Niyathi Vadlapatla
- Thomas Jefferson High School for Science and Technology, Alexandria, Virginia, USA
| | - Olivia Kam
- Stony Brook University Renaissance School of Medicine, Stony Brook, New York, USA
| | - Mujeeb U Shad
- Department of Psychiatry, University of Nevada Las Vegas, Las Vegas, Nevada, USA
| | - Shafiqur Rahman
- Department of Pharmaceutical Sciences, College of Pharmacy, South Dakota State University, Brookings, South Dakota, USA
| | - Osama A Abulseoud
- Department of Psychiatry and Psychology, Alix School of Medicine at Mayo Clinic, Phoenix, Arizona, USA
| | - Trevor W Stone
- Nuffield Department of Orthopedics, Rheumatology and Musculoskeletal Sciences (NDORMS), University of Oxford, Oxford, UK
| | - Maju Mathew Koola
- Department of Psychiatry and Behavioral Health, Cooper University Health Care, Cooper Medical School of Rowan University, Camden, New Jersey, USA
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20
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Fogelman N, Tate M, Wemm S, Sullivan L, Hart R, Vacey E, Fox HC, Sinha R. Substance use patterns, quantities, and associated risk factors in women with polysubstance misuse. Addict Biol 2024; 29:10.1111/adb.13390. [PMID: 38619491 PMCID: PMC11017971 DOI: 10.1111/adb.13390] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2023] [Revised: 12/08/2023] [Accepted: 02/22/2024] [Indexed: 04/16/2024]
Abstract
Polysubstance use (PSU), the use of two or more substances proximally, is highly prevalent and has amplified the risk for morbidity and mortality. However, PSU patterns and associated risk factors are not well characterized. This may be especially relevant to women who are known to be vulnerable to stress/trauma, craving, pain, and anxious and depressive symptoms as associated risk factors for PSU. A cross-sectional observational study was conducted to characterize substance use patterns in women who regularly used cocaine, opioids, marijuana, alcohol, benzodiazepines and/or nicotine and were being assessed for a placebo-controlled study of guanfacine treatment (n = 94; ages 19-65). Data on stress/traumatic life events, drug cravings for each substance, pain ratings, and anxiety and depressive symptoms were also obtained using standardized well-validated surveys. High use per day of two or more drugs was observed (72.7% ± 33.3%) and opioid amounts were high relative to other drug amounts (p's < 0.001). Notably, higher stress/trauma events and higher cravings are each associated with cumulative PSU days, amounts and probability of an individual PSU day (p's < 0.02). This remained when PSU versus single substance use was compared. Pain, anxiety and depressive symptoms were not associated with PSU metrics. These findings characterize specific patterns of PSU in women and show that average drug craving and stress/trauma events are associated with PSU. Interventions that focus on stress/trauma and craving management could be of benefit in reducing PSU risk in women.
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Affiliation(s)
- Nia Fogelman
- Yale Stress CenterYale University School of MedicineNew HavenConnecticutUSA
| | - Marshall Tate
- Yale Stress CenterYale University School of MedicineNew HavenConnecticutUSA
| | - Stephanie Wemm
- Yale Stress CenterYale University School of MedicineNew HavenConnecticutUSA
| | - Liam Sullivan
- Yale Stress CenterYale University School of MedicineNew HavenConnecticutUSA
| | - Rachel Hart
- Yale Stress CenterYale University School of MedicineNew HavenConnecticutUSA
| | - Erin Vacey
- Department of PsychiatryStony Brook University School of MedicineStony BrookNew YorkUSA
| | - Helen C. Fox
- Department of PsychiatryStony Brook University School of MedicineStony BrookNew YorkUSA
| | - Rajita Sinha
- Yale Stress CenterYale University School of MedicineNew HavenConnecticutUSA
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21
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Rudolph JE, Cepeda JA, Astemborski J, Kirk GD, Mehta SH, German D, Genberg BL. Longitudinal patterns of use of stimulants and opioids in the AIDS linked to the IntraVenous experience cohort, 2005-2019. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2024; 126:104364. [PMID: 38408416 PMCID: PMC11056308 DOI: 10.1016/j.drugpo.2024.104364] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2023] [Revised: 01/30/2024] [Accepted: 02/16/2024] [Indexed: 02/28/2024]
Abstract
BACKGROUND Overdoses involving opioids and stimulants are on the rise, yet few studies have examined longitudinal trends in use of both substances. We sought to describe use and co-use of opioids and stimulants, 2005-2019, in the AIDS Linked to the Intravenous Experience (ALIVE) cohort - a community-based cohort of people with a history of injection drug use living in or near Baltimore, MD. METHODS We included 2083 ALIVE participants, who had at least two visits during the study period. Our outcome was based on self-reported use of opioids and stimulants in the prior 6 months. We estimated prevalence of 4 categories of use (neither stimulants nor opioids, only stimulants, only opioids, stimulants and opioids), using a non-parametric multi-state model, accounting for the competing event of death and weighting for informative loss to follow-up. All analyses were stratified by enrollment cohort, with the main analysis including participants who enrolled prior to 2015 and a sub-analysis including participants who enrolled 2015-2018. RESULTS In the main analysis, prevalence of using stimulants and opioids decreased from 38 % in 2005 to 12 % 2013 but stabilized from 2014 onwards (13-19 %). The prevalence of using only stimulants (7-11 %) and only opioids (5-10 %) was stable across time. Participants who reported using both were more likely to report homelessness, depression, and other substance use (e.g., marijuana and heavy alcohol use) than participants in the other use categories. On average, 65 % of visits with use of both were followed by a subsequent visit with use of both; of participants transitioning out of using both, 13% transitioned to using neither. CONCLUSIONS While use of stimulants and opioids declined in the cohort through 2013, a meaningful proportion of participants persistently used both. More research is needed to understand and develop strategies to mitigate harms associated with persistent use of both stimulants and opioids.
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Affiliation(s)
- Jacqueline E Rudolph
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA.
| | - Javier A Cepeda
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Jacquie Astemborski
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Gregory D Kirk
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA; Division of Infectious Diseases, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Shruti H Mehta
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Danielle German
- Department of Health, Behavior & Society, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Becky L Genberg
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
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22
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Takada S, Seamans MJ, Javanbakht M, Bone C, Ijadi-Maghsoodi R, Shoptaw S, Gelberg L. Nativity and the risk of opioid use disorder among Hispanic/Latinx women in primary care in Los Angeles, CA. J Ethn Subst Abuse 2024:1-15. [PMID: 38327151 PMCID: PMC11303597 DOI: 10.1080/15332640.2023.2297392] [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] [Indexed: 02/09/2024]
Abstract
BACKGROUND While rates of opioid use disorder (OUD) are lower among women compared to men, nativity may have disproportionate impacts on OUD risk among Hispanic/Latinx women but remain understudied. OBJECTIVE To assess the association between country of birth and reported OUD risk among low-income Hispanic/Latinx women in primary care in Los Angeles, CA. METHODS This was a cross-sectional study of 1189 non-pregnant, Hispanic/Latinx women attending two federally qualified health centers in Los Angeles between March and July 2013. OUD risk was assessed using the Alcohol, Smoking, and Substance Involvement Screening Test (ASSIST), and moderate-to-high risk was defined as ASSIST score ≥ 4. RESULTS Overall, 4.2% of women (n = 49) were at moderate-to-high risk for OUD. Risk for OUD was higher among US-born women compared to foreign-born women (6.7 vs. 1.7%; p < .01), those who reported 2+ chronic medical conditions (p < .01), and those who were at moderate-to-high risk for other substance use disorders (p < .01). In multivariable logistic regression analyses, being U.S.-born was independently associated with being at moderate-to-high risk for OUD among Hispanic/Latinx women as compared to those who were foreign-born (AOR = 2.8; 95% CI 1.2-6.8). CONCLUSION Among low-income Hispanic/Latinx women presenting to primary care, one in twenty patients is at-risk for OUD. The odds of moderate-high risk of OUD were three times as high in US-born compared to foreign-born women, and higher among those with chronic medical conditions and those at risk of other substance use disorders. Gender-specific and culturally-tailored screening for OUD may inform overdose prevention interventions for US-born Hispanic/Latinx women.
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Affiliation(s)
- Sae Takada
- Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, California
| | - Marissa J Seamans
- Department of Epidemiology, Fielding School of Public Health, University of California, Los Angeles, California
| | - Marjan Javanbakht
- Department of Epidemiology, Fielding School of Public Health, University of California, Los Angeles, California
| | - Curtis Bone
- Department of Family and Community Medicine, Penn State Milton Hershey Medical Center, Hershey, Pennsylvania
| | - Roya Ijadi-Maghsoodi
- Department of Psychiatry, David Geffen School of Medicine, University of California, Los Angeles, California
| | - Steve Shoptaw
- Department of Family Medicine, David Geffen School of Medicine, University of California, Los Angeles, California
| | - Lillian Gelberg
- Department of Family Medicine, David Geffen School of Medicine, University of California, Los Angeles, California
- Department of Health Policy & Management, UCLA Fielding School of Public Health, Los Angeles, California
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23
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Dash GF, Gizer IR, Slutske WS. Predicting first use of heroin from prescription opioid use subtypes: Insights from the Monitoring the Future longitudinal panel. Drug Alcohol Depend 2024; 255:111084. [PMID: 38232646 PMCID: PMC10842745 DOI: 10.1016/j.drugalcdep.2024.111084] [Citation(s) in RCA: 1] [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] [Received: 07/12/2023] [Revised: 11/13/2023] [Accepted: 12/31/2023] [Indexed: 01/19/2024]
Abstract
BACKGROUND Only a small proportion of individuals who initiate nonmedical use of prescription opioids (NUPO) transition to heroin, suggesting that more nuanced aspects of NUPO may be better indicators of risk for escalating opioid use trajectories. This study leveraged panel data to identify NUPO typologies based on NUPO characteristics associated with opioid risk trajectories (route of administration, motives) and compared rates of heroin initiation at follow-up across typologies. METHODS Latent class analyses were run among respondents with no history of heroin use from the Monitoring the Future Panel Study (base year N=10,408) at modal ages 18, 19/20, 21/22, 23/24, and 25/26. Indicators included oral NUPO, nonoral NUPO, and NUPO motives to experiment, have a good time with friends, get high, escape problems, manage pain, relax, and sleep. Heroin initiation at follow-ups through modal age 29/30 was predicted from class membership. RESULTS No NUPO, self-medication (oral, manage pain), recreational (oral, nonoral, experiment, get high, have a good time with friends), and mixed-motive (all routes, all motives) classes emerged. Heroin initiation rates did not differ across no NUPO and self-medication classes; recreational and mixed-motives classes initiated heroin at higher rates than the other classes and comparable rates to each other. Non-NUPO drug use prior to heroin initiation was prevalent in recreational and mixed-motive classes. CONCLUSIONS NUPO does not uniformly or uniquely increase risk for heroin initiation. Leveraging more nuanced indicators of risk for heroin use and targeting polysubstance use in addition to opioid-specific programming may enhance the efficacy of public health efforts.
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Affiliation(s)
- Genevieve F Dash
- Department of Psychological Sciences, University of Missouri, 210 McAlester Hall, 320 S. 6th Street, Columbia, MO 65211, USA.
| | - Ian R Gizer
- Department of Psychological Sciences, University of Missouri, 210 McAlester Hall, 320 S. 6th Street, Columbia, MO 65211, USA
| | - Wendy S Slutske
- Center for Tobacco Research and Intervention and Department of Family Medicine and Community Health, University of Wisconsin, 1930 Monroe St. #200, Madison, WI 53711, USA
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24
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Liu P, Korthuis PT, Buchheit BM. Novel Therapeutic and Program-Based Approaches to Opioid Use Disorders. Annu Rev Med 2024; 75:83-97. [PMID: 37827194 DOI: 10.1146/annurev-med-050522-033924] [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: 10/14/2023]
Abstract
Opioid use disorder continues to drive overdose deaths in many countries, including the United States. Illicit fentanyl and its analogues have emerged as key contributors to the complications and mortality associated with opioid use disorder. Medications for opioid use disorder treatment, such as methadone and buprenorphine, are safe and substantially reduce opioid use, infectious complications, and mortality risk, but remain underutilized. Polysubstance use and emerging substances such as xylazine and designer benzodiazepines create additional treatment challenges. Recent clinical and policy innovations in treatment delivery, including telemedicine, bridge clinics, and expanded models for accessing methadone have the potential to increase access to life-saving care for people living with opioid use disorder.
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Affiliation(s)
- Patricia Liu
- Section of Addiction, Division of General Internal Medicine & Geriatrics, Department of Medicine, Oregon Health & Science University, Portland, Oregon, USA;
| | - P Todd Korthuis
- Section of Addiction, Division of General Internal Medicine & Geriatrics, Department of Medicine, Oregon Health & Science University, Portland, Oregon, USA;
- Oregon Health & Science University-Portland State University School of Public Health, Portland, Oregon, USA
| | - Bradley M Buchheit
- Section of Addiction, Division of General Internal Medicine & Geriatrics, Department of Medicine, Oregon Health & Science University, Portland, Oregon, USA;
- Department of Family Medicine, Oregon Health & Science University, Portland, Oregon, USA
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25
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Janssen E, Vuolo M. Correlates of Stimulant Use among People Who Use Heroin Undergoing Treatment in Out-Patient Facilities in France, 2010-2020. Subst Use Misuse 2024; 59:353-361. [PMID: 37859423 DOI: 10.1080/10826084.2023.2270682] [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: 10/21/2023]
Abstract
Background: Polydrug use has been implicated in driving a "fourth wave" of the overdose crisis in North America, specifically through concurrent use of stimulants and opioids, especially fentanyl. In France, however, heroin has historically been and remains the easiest-to-access opioid, accounting for most drug treatment demand. Whether similar polydrug use is increasing in Western Europe remains understudied, despite severe health implications and potential inadequate public health responses.Methods: We take advantage of a nation-wide dataset containing information on all patients serviced in treatment centers in France from 2010 to 2020. We conduct Poisson regression to determine the main predictors of stimulant use among people who use heroin (PWUH) and opioids (PWUO) generally.Results: Heroin remains the primary opioid within drug treatment in France. A decreasing number of out-patients seeking treatment for heroin use has been accompanied by an increasing trend of stimulant use over time, most commonly with powder cocaine. Our results suggest a significant increase of crack cocaine use among the most vulnerable PWUH. Concurrent use of stimulants among PWUH was positively associated with use of alcohol, cannabis, unprescribed psychotropics and hallucinogens, and negatively with tobacco. Similar results were found for all in-treatment PWUO.Conclusions: Our results uncover heterogeneity in the profiles of PWUH that should be fully acknowledged to ensure better efficiency in substance use clinical practices and policy, while simultaneously drawing attention to trends in concurrent opioid-stimulant use outside North America. We advocate for an extension of the generalized risk framework and its implementation in prevention programs.
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Affiliation(s)
- Eric Janssen
- French Monitoring Centre on Drugs and Drug Addiction (Observatoire Français des Drogues et des Tendances Addictives - OFDT), Paris, France
| | - Michael Vuolo
- Department of Sociology, Ohio State University, Columbus, OH, USA
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26
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Rawy M, Abdalla G, Look K. Polysubstance mortality trends in White and Black Americans during the opioid epidemic, 1999-2018. BMC Public Health 2024; 24:112. [PMID: 38184563 PMCID: PMC10771660 DOI: 10.1186/s12889-023-17563-x] [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: 10/15/2022] [Accepted: 12/21/2023] [Indexed: 01/08/2024] Open
Abstract
BACKGROUND Psychoactive drug combinations are increasingly contributing to overdose deaths among White and Black Americans. To understand the evolving nature of overdose crisis, inform policies, and develop tailored and equitable interventions, this study provides a comprehensive assessment of polysubstance mortality trends by race and sex during the opioid epidemic. METHODS We used serial cross-sectional US mortality data for White and Black populations from 1999 through 2018 to calculate annual age-adjusted death rates (AADR) involving any opioid, opioid subtypes, benzodiazepines, cocaine, psychostimulants, or combinations of these drugs, stratified by race and sex. Trend changes in AADR were analyzed using joinpoint regression models and expressed as average annual percent change (AAPC) during each period of the three waves of the opioid epidemic: 1999-2010 (wave 1), 2010-2013 (wave 2), and 2013-2018 (wave 3). Prevalence measures assessed the percent co-involvement of an investigated drug in the overall death from another drug. RESULTS Polysubstance mortality has shifted from a modest rise in death rates due to benzodiazepine-opioid overdoses among White persons (wave 1) to a substantial increase in death rates due to illicit drug combinations impacting both White and Black populations (wave 3). Concurrent cocaine-opioid use had the highest polysubstance mortality rates in 2018 among Black (5.28 per 100,000) and White (3.53 per 100,000) persons. The steepest increase in death rates during wave 3 was observed across all psychoactive drugs when combined with synthetic opioids in both racial groups. Since 2013, Black persons have died faster from cocaine-opioid and psychostimulant-opioid overdoses. Between 2013 and 2018, opioids were highly prevalent in cocaine-related deaths, increasing by 33% in White persons compared to 135% in Blacks. By 2018, opioids contributed to approximately half of psychostimulant and 85% of benzodiazepine fatal overdoses in both groups. The magnitude and type of drug combinations with the highest death rates differed by race and sex, with Black men exhibiting the highest overdose burden beginning in 2013. CONCLUSIONS The current drug crisis should be considered in the context of polysubstance use. Effective measures and policies are needed to curb synthetic opioid-involved deaths and address disparate mortality rates in Black communities.
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Affiliation(s)
- Marwa Rawy
- University of Wisconsin-Madison, Madison, USA.
| | | | - Kevin Look
- University of Wisconsin-Madison, Madison, USA
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27
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Karamouzian M, Cui Z, Hayashi K, DeBeck K, Reddon H, Buxton JA, Kerr T. Longitudinal polysubstance use patterns and non-fatal overdose: A repeated measures latent class analysis. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2024:104301. [PMID: 38182524 PMCID: PMC11222307 DOI: 10.1016/j.drugpo.2023.104301] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Revised: 11/06/2023] [Accepted: 12/15/2023] [Indexed: 01/07/2024]
Abstract
BACKGROUND Polysubstance use (PSU) is common among people who use opioids (PWUO) and has been associated with drug-related harms. We aimed to identify latent longitudinal PSU classes among a cohort of PWUO and characterize non-fatal overdose risks among different sub-classes over time. METHODS We used longitudinal data (2005-2018) from three ongoing prospective cohorts of people who use drugs in Vancouver, Canada. The primary outcome of interest was self-reported non-fatal overdose during the past six months. The primary exposure of interest was longitudinal PSU patterns among PWUO, obtained from repeated measures latent class analysis (RMLCA) of weekly substance use-related outcome indicators. Multivariable generalized estimating equations models were built to assess the association between latent PSU class membership and non-fatal overdose, adjusting for potential sociodemographic, behavioural, and structural confounders. RESULTS 2627 PWUO were included in the analysis, and 1094 (41.6 %) had experienced at least one non-fatal overdose during the study period. RMLCA revealed five distinct latent longitudinal PSU classes, including low/infrequent use (Class 1; 30 %), primarily opioid and methamphetamine use (Class 2; 22 %), primarily cannabis use (Class 3; 15 %), primarily opioid and crack use (Class 4; 29 %), and frequent PSU (Class 5; 4 %). In comparison with Class 1 (low), membership in all latent PSU classes except Class 3 (cannabis) was associated with increased odds of non-fatal overdose: Class 2 (opioids + meth) vs. Class 1 (Adjusted odds ratios [aOR] = 2.20, 95 % confidence intervals [CI]: 1.51-3.22), Class 4 (opioids + crack) vs. Class 1 (aOR = 1.06, 95 % CI: 0.85-1.33), and Class 5 (frequent) vs. Class 1 (aOR = 2.39, 95 % CI: 1.92-2.97). CONCLUSION Our findings highlighted the heterogeneous characteristics of PWUO in terms of patterns of PSU and non-fatal overdose risk. The diverse nature of PWUO and the potential additive or multiplicative impact of using several substances on overdoses should be reflected across the substance use treatment continuum and care provision.
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Affiliation(s)
- Mohammad Karamouzian
- Centre on Drug Policy Evaluation, Saint Michael's Hospital, Toronto, ON M5B 1T8, Canada; British Columbia Centre on Substance Use, Vancouver, BC V6Z 2A9, Canada; Dalla Lana School of Public Health, University of Toronto, Toronto, ON M5T 3M7, Canada.
| | - Zishan Cui
- British Columbia Centre on Substance Use, Vancouver, BC V6Z 2A9, Canada; School of Population and Public Health, University of British Columbia, Vancouver, BC V6T 1Z3, Canada
| | - Kanna Hayashi
- British Columbia Centre on Substance Use, Vancouver, BC V6Z 2A9, Canada; Faculty of Health Sciences, Simon Fraser University, Burnaby, BC V5A 1S6, Canada
| | - Kora DeBeck
- British Columbia Centre on Substance Use, Vancouver, BC V6Z 2A9, Canada; School of Public Policy, Simon Fraser University, Burnaby, BC V6B 5K3, Canada
| | - Hudson Reddon
- British Columbia Centre on Substance Use, Vancouver, BC V6Z 2A9, Canada; Department of Medicine, University of British Columbia, Vancouver, BC V6Z 1Y6, Canada
| | - Jane A Buxton
- School of Population and Public Health, University of British Columbia, Vancouver, BC V6T 1Z3, Canada; BC Centre for Disease Control, 655 West 12th Avenue, Vancouver, BC V5Z 4R4, Canada
| | - Thomas Kerr
- British Columbia Centre on Substance Use, Vancouver, BC V6Z 2A9, Canada; Department of Medicine, University of British Columbia, Vancouver, BC V6Z 1Y6, Canada
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28
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Scheidell JD, Pitre M, Andraka-Christou B. Racial and ethnic inequities in substance use treatment among women with opioid use disorder. THE AMERICAN JOURNAL OF DRUG AND ALCOHOL ABUSE 2024; 50:106-116. [PMID: 38295349 DOI: 10.1080/00952990.2023.2291748] [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: 07/20/2023] [Accepted: 12/02/2023] [Indexed: 02/02/2024]
Abstract
Background: Research describes inequities in substance use treatment, but few studies focus specifically on racial and ethnic disparities in a range of aspects of substance use treatment among women with opioid use disorder (OUD).Objective: To examine whether substance use treatment (i.e. receipt, sources, barriers) differs by race and ethnicity among women with opioid use disorder (OUD) and to identify factors associated with treatment gap (i.e. needing treatment but not receiving it).Methods: We performed cross-sectional analyses using National Survey on Drug Use and Health 2015-2019 data, restricted to non-Hispanic Black, non-Hispanic White, and Hispanic women with past-year OUD (unweighted n = 1089). We estimated the prevalence of aspects of treatment among racial and ethnic groups, and used modified Poisson regression to estimate correlates of reported treatment gap.Results: Approximately 68% of White versus 87% of Black and 81% of Hispanic women with OUD had a treatment gap (p-value 0.0034). Commonly reported barriers to treatment included prioritization, affordability, and stigma. Older age was associated with lower prevalence of treatment gap among all women [prevalence ratio (PR) = 0.83, and 95% confidence interval (CI): 0.76, 0.92], while criminal legal involvement and healthcare coverage was associated with a lower prevalence of treatment gap among Hispanic and White women only (past year arrest: Hispanic women PR = 0.38, 95% CI: 0.17, 0.86; White women PR = 0.62, 95% CI: 0.47, 0.82).Conclusions: Receipt of treatment is low among women with OUD, especially Black and Hispanic women. Intersectional intervention approaches are needed to increase access and reduce inequities.
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Affiliation(s)
- Joy D Scheidell
- Department of Health Sciences, College of Health Professions and Sciences, University of Central Florida, Orlando, United States
| | - Maya Pitre
- Department of Social Work, College of Health Professions and Sciences, University of Central Florida, Orlando, United States
| | - Barbara Andraka-Christou
- School of Global Health Management and Informatics, College of Community Innovation and Education, University of Central Florida, Orlando, United States
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29
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Foot C, Korthuis PT, Tsui JI, Luo SX, Chan B, Cook RR. Associations between stimulant use and return to illicit opioid use following initiation onto medication for opioid use disorder. Addiction 2024; 119:149-157. [PMID: 37712113 PMCID: PMC11139042 DOI: 10.1111/add.16334] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/06/2022] [Accepted: 07/26/2023] [Indexed: 09/16/2023]
Abstract
AIM The aim of this study was to estimate how ongoing stimulant use affects return to illicit opioid use after initiation onto medication for opioid use disorder (MOUD). DESIGN This was a secondary analysis of pooled data from two clinical trials comparing buprenorphine (BUP-NX) and extended-release naltrexone (XR-NTX). SETTING Thirteen opioid treatment programs and HIV clinics across 10 states in the United States from 2014 to 2019 took part in this study. PARTICIPANTS A total of 528 participants who initiated MOUD as part of trial participation were included. Nearly half (49%) were between 30 and 49 years of age, 69% were male and 66% were non-Hispanic White. MEASUREMENTS The primary outcome was first self-reported day of non-prescribed opioid use following MOUD initiation, and the exposure of interest was daily stimulant use (methamphetamine, amphetamines or cocaine). Both were defined using time-line follow-back. Among participants reporting at least 1 day of illicit opioid use, we also examined relapse to ongoing use, defined as (1) 7 days of continuous opioid use or (2) 4 consecutive weeks with self-reported opioid use, one or more positive urine drug screens (UDS) for opioids or one or more missing UDS. FINDINGS Forty-seven per cent of participants reported stimulant use following MOUD initiation, 58% returned to illicit opioid use and 66% of those relapsed to ongoing use. Stimulant use was strongly associated with increased risk of misusing opioids after MOUD initiation when measured daily [adjusted hazard ratio (aHR) = 9.23, 95% confidence interval (CI) = 6.80-12.50, P < 0.001] and over a 7-day period (aHR = 1.27 for each additional day, CI = 1.18-1.37, P < 0.001). Using stimulants weekly or more often was associated with increased likelihood of relapse to ongoing opioid use compared with less than weekly or no stimulant use (adjusted odds ratio = 2.30, CI = 1.05-5.39, P = 0.044). CONCLUSIONS People initiated on medication for opioid use disorder who subsequently use stimulants appear to be more likely to return to and continue using non-prescribed opioids compared with those without stimulant use. The association appears to be stronger among patients who initiate buprenorphine compared with those who initiate extended-release naltrexone.
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Affiliation(s)
- Canyon Foot
- Department of Medicine, Section of Addiction Medicine, Oregon Health and Science University, Portland, OR, USA
| | - Philip T. Korthuis
- Department of Medicine, Section of Addiction Medicine, Oregon Health and Science University, Portland, OR, USA
| | - Judith I. Tsui
- Department of Medicine, University of Washington, Seattle, WA, USA
| | - Sean X. Luo
- Division on Substance Use Disorders, Department of Psychiatry, Columbia University, New York, NY, USA
| | - Brian Chan
- Department of Medicine, Section of Addiction Medicine, Oregon Health and Science University, Portland, OR, USA
| | - Ryan R. Cook
- Department of Medicine, Section of Addiction Medicine, Oregon Health and Science University, Portland, OR, USA
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30
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Dash GF, Conlin WE, Winograd RP. Causation and Common Liability in the Progression of the U.S. Opioid Crisis. J Stud Alcohol Drugs 2024; 85:12-18. [PMID: 38095266 PMCID: PMC10846605 DOI: 10.15288/jsad.23-00289] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2023] [Accepted: 11/20/2023] [Indexed: 01/23/2024] Open
Affiliation(s)
- Genevieve F. Dash
- Department of Psychological Sciences, University of Missouri, Columbia, Missouri
| | - William E. Conlin
- Department of Psychological Sciences, University of Missouri, Columbia, Missouri
| | - Rachel P. Winograd
- Missouri Institute of Mental Health, University of Missouri St. Louis, St. Louis, Missouri
- Department of Psychological Sciences, University of Missouri St. Louis, St. Louis, Missouri
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Campbell AG, Naz S, Gharbi S, Chambers J, Denne S, Litzelman DK, Wiehe SE. The Concordance of Electronic Health Record Diagnoses and Substance use Self-Reports Among Reproductive Aged Women Enrolled in a Community-Based Addiction Reduction Program. INQUIRY : A JOURNAL OF MEDICAL CARE ORGANIZATION, PROVISION AND FINANCING 2024; 61:469580241237051. [PMID: 38528783 DOI: 10.1177/00469580241237051] [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: 03/27/2024]
Abstract
Substance use disorders among reproductive aged women are a major public health issue. There is little work investigating the validity and reliability of electronic health record (EHR) data for measuring substance use in this population. This study examined the concordance of self-reported substance use with clinical diagnoses of substance use, substance abuse and substance use disorder in EHR data. Reproductive age women enrolled in the Community-Based Addiction Reduction (CARE) program were interviewed by peer recovery coaches (PRC) at enrollment. That survey data was linked with EHR data (n = 102). Concordance between self-reported substance use and clinical diagnoses in the EHR was examined for opioids, cannabis/THC, and cocaine. Cohen's kappa, sensitivity, and specificity were calculated. The survey captured a higher number of women who use substances compared to the EHR. The concordance of self-report with EHR diagnosis varied by substance and was higher for opioids (17.6%) relative to cannabis/THC (8.8%), and cocaine (3.0%). Additionally, opioids had higher sensitivity (46.2%) and lower specificity (76.2%) relative to cannabis/THC and cocaine. Survey data collected by PRCs captured more substance use than EHRs, suggesting that EHRs underestimate substance use prevalence. The higher sensitivity and lower specificity of opioids was due to a larger number of women who had a diagnosis of opioid use in the EHR who did not self-report opioid use in the self-report survey relative to cannabis/THC and cocaine. Opioid self-report and diagnosis may be influenced by research setting, question wording, or receipt of medication for opioid use disorder.
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Affiliation(s)
| | - Saman Naz
- Indiana University School of Medicine, Indianapolis, IN, USA
| | - Sami Gharbi
- Indiana University School of Medicine, Indianapolis, IN, USA
| | - Joanna Chambers
- Indiana University School of Medicine, Indianapolis, IN, USA
- Indiana Clinical Translational Sciences Institute, Indianapolis, IN, USA
| | - Scott Denne
- Indiana University School of Medicine, Indianapolis, IN, USA
- Indiana Clinical Translational Sciences Institute, Indianapolis, IN, USA
| | - Debra K Litzelman
- Indiana University School of Medicine, Indianapolis, IN, USA
- Indiana Clinical Translational Sciences Institute, Indianapolis, IN, USA
- Regenstrief Institute, Inc., Indianapolis, IN, USA
| | - Sarah E Wiehe
- Indiana University School of Medicine, Indianapolis, IN, USA
- Indiana Clinical Translational Sciences Institute, Indianapolis, IN, USA
- Regenstrief Institute, Inc., Indianapolis, IN, USA
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Mixson LS, Whitney BM, Jenkins WD, Stopka TJ, Korthuis PT, Drumright LN, Ruderman SA, Friedmann PD, Pho MT, Young AM, Westergaard RP, Seal DW, Go VF, Miller WC, Zule WA, Feinberg J, Cooper HLF, Tsui JI, Crane HM, Delaney JA. Behavioral and Health Outcome Differences by Heroin or Methamphetamine Preference Among People in Rural US Communities Who Use Both Substances. SUBSTANCE USE : RESEARCH AND TREATMENT 2024; 18:29768357241272374. [PMID: 39175912 PMCID: PMC11339740 DOI: 10.1177/29768357241272374] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/23/2024] [Accepted: 07/21/2024] [Indexed: 08/24/2024]
Abstract
Background The United States' (US) opioid overdose epidemic has evolved into a combined stimulant/opioid epidemic, a pattern driven in part by mitigating opioid overdose risk, variable substance availability, and personal preferences. This study aimed to investigate the association between self-reported substance preference (heroin or methamphetamine) and behavioral/health outcomes among individuals who used both heroin and methamphetamine in the rural US. Methods The Rural Opioid Initiative is a consortium of 8 research cohorts from 10 states and 65 rural counties that recruited individuals reporting past 30-day injection of any substance or opioid substance use by any route from 1/2018 to 3/2020. Analyses were restricted to participants ⩾18 years, who self-reported either heroin or methamphetamine as their preferred substance and past 30-day use of both heroin and methamphetamine. We examined cross-sectional associations between preferred substance (heroin versus methamphetamine) and behavioral and health outcomes using random effects meta-analysis with adjusted regression models. Results Among 1239 participants, 61% (n = 752) reported heroin as their preferred substance. Adjusting for age, sex, and race/ethnicity, methamphetamine preference was associated with lower prevalence ratios for current naloxone possession (adjusted prevalence ratio [aPR] = 0.68; 95% Confidence Interval [95% CI] = 0.59-0.78; P-value ⩽ .001), of ever being told they had the hepatitis C virus (HCV; aPR = 0.72; 95% CI: 0.61-0.85; P-value ⩽ .001) and a personal history of overdose (aPR = 0.81; 95% CI = 0.73-0.90; P-value ⩽ .001). Conclusion In our study analyzing associations between preferred substance and various behavioral and health outcomes amongst people who use both heroin and methamphetamine, a majority of participants preferred heroin. Methamphetamine preference was associated with lower prevalence of naloxone possession, ever being told they had HCV, and prior history of an overdose. This study underscores the need for targeted harm reduction services for people who prefer methamphetamine in rural areas.
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Affiliation(s)
- L Sarah Mixson
- Department of Medicine, University of Washington School of Medicine, Seattle, WA, USA
| | - Bridget M Whitney
- Department of Medicine, University of Washington School of Medicine, Seattle, WA, USA
| | - Wiley D Jenkins
- Department of Population Science and Policy, Southern Illinois University School of Medicine, Springfield, IL, USA
| | - Thomas J Stopka
- Department of Public Health and Community Medicine, Tufts University School of Medicine, Boston, MA, USA
| | - P Todd Korthuis
- Department of Medicine, Oregon Health & Science University, Portland, OR, USA
| | - Lydia N Drumright
- Department of Medicine, University of Washington School of Medicine, Seattle, WA, USA
| | - Stephanie A Ruderman
- Department of Medicine, University of Washington School of Medicine, Seattle, WA, USA
| | - Peter D Friedmann
- Office of Research, UMass Chan Medical School – Baystate and Baystate Health, Springfield, MA, USA
| | - Mai T Pho
- Biological Sciences Division, University of Chicago, Chicago, IL, USA
| | - April M Young
- Department of Epidemiology, University of Kentucky, Lexington, KY, USA
| | - Ryan P Westergaard
- Department of Medicine, University of Wisconsin-Madison, Madison, WI, USA
| | - David W Seal
- Department of Social, Behavioral, and Population Science Tulane University School of Public Health and Tropical Medicine, New Orleans, LA, USA
| | - Vivian F Go
- Department of Health Behavior, University of North Carolina, Chapel Hill, Chapel Hill, NC, USA
| | - William C Miller
- Department of Epidemiology, University of North Carolina, Chapel Hill, Chapel Hill, NC, US
| | - William A Zule
- Division of Behavioral Health and Criminal Justice Research, RTI International, Research Triangle Park, NC, USA
| | - Judith Feinberg
- Department of Medicine, West Virginia University, Morgantown, WV, USA
| | - Hannah LF Cooper
- Department of Behavioral, Social, and Health Education, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Judith I Tsui
- Department of Medicine, University of Washington School of Medicine, Seattle, WA, USA
| | - Heidi M Crane
- Department of Medicine, University of Washington School of Medicine, Seattle, WA, USA
| | - Joseph A Delaney
- Department of Medicine, University of Washington School of Medicine, Seattle, WA, USA
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Shulman M, Greiner M, Bisaga A. Commentary on Foot et al.: Clinical considerations in addressing comorbid stimulant use in opioid use disorder. Addiction 2024; 119:158-159. [PMID: 37853655 DOI: 10.1111/add.16374] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/02/2023] [Accepted: 10/03/2023] [Indexed: 10/20/2023]
Affiliation(s)
- Matisyahu Shulman
- New York State Psychiatric Institute and Columbia University Irving Medical Center, New York, NY, USA
| | - Miranda Greiner
- New York State Psychiatric Institute and Columbia University Irving Medical Center, New York, NY, USA
| | - Adam Bisaga
- New York State Psychiatric Institute and Columbia University Irving Medical Center, New York, NY, USA
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Wouldes TA, Lester BM. Opioid, methamphetamine, and polysubstance use: perinatal outcomes for the mother and infant. Front Pediatr 2023; 11:1305508. [PMID: 38250592 PMCID: PMC10798256 DOI: 10.3389/fped.2023.1305508] [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: 10/01/2023] [Accepted: 11/20/2023] [Indexed: 01/23/2024] Open
Abstract
The escalation in opioid pain relief (OPR) medications, heroin and fentanyl, has led to an increased use during pregnancy and a public health crisis. Methamphetamine use in women of childbearing age has now eclipsed the use of cocaine and other stimulants globally. Recent reports have shown increases in methamphetamine are selective to opioid use, particularly in rural regions in the US. This report compares the extent of our knowledge of the perinatal outcomes of OPRs, heroin, fentanyl, two long-acting substances used in the treatment of opioid use disorders (buprenorphine and methadone), and methamphetamine. The methodological limitations of the current research are examined, and two important initiatives that will address these limitations are reviewed. Current knowledge of the perinatal effects of short-acting opioids, OPRs, heroin, and fentanyl, is scarce. Most of what we know about the perinatal effects of opioids comes from research on the long-acting opioid agonist drugs used in the treatment of OUDs, methadone and buprenorphine. Both have better perinatal outcomes for the mother and newborn than heroin, but the uptake of these opioid substitution programs is poor (<50%). Current research on perinatal outcomes of methamphetamine is limited to retrospective epidemiological studies, chart reviews, one study from a treatment center in Hawaii, and the US and NZ cross-cultural infant Development, Environment And Lifestyle IDEAL studies. Characteristics of pregnant individuals in both opioid and MA studies were associated with poor maternal health, higher rates of mental illness, trauma, and poverty. Infant outcomes that differed between opioid and MA exposure included variations in neurobehavior at birth which could complicate the diagnosis and treatment of neonatal opioid withdrawal (NOWs). Given the complexity of OUDs in pregnant individuals and the increasing co-use of these opioids with MA, large studies are needed. These studies need to address the many confounders to perinatal outcomes and employ neurodevelopmental markers at birth that can help predict long-term neurodevelopmental outcomes. Two US initiatives that can provide critical research and treatment answers to this public health crisis are the US Environmental influences on Child Health Outcomes (ECHO) program and the Medication for Opioid Use Disorder During Pregnancy Network (MAT-LINK).
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Affiliation(s)
- Trecia A. Wouldes
- Department of Psychological Medicine, The University of Auckland, Auckland, New Zealand
| | - Barry M. Lester
- Center for the Study of Children at Risk, Warren Alpert Medical School, Brown University, Providence, RI, United States
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West KD, Ali MM, Blanco M, Natzke B, Nguyen L. Prenatal Substance Exposure and Neonatal Abstinence Syndrome: State Estimates from the 2016-2020 Transformed Medicaid Statistical Information System. Matern Child Health J 2023; 27:14-22. [PMID: 37219692 PMCID: PMC10204012 DOI: 10.1007/s10995-023-03670-z] [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] [Accepted: 05/02/2023] [Indexed: 05/24/2023]
Abstract
INTRODUCTION Estimating Neonatal Abstinence Syndrome (NAS) and prenatal substance exposure rates in Medicaid can help target program efforts to improve access to services. METHODS The data for this study was extracted from the 2016-2020 Transformed Medicaid Statistical Information System (T-MSIS) Analytic Files (TAF) Research Identifiable Files (RIF) and included infants born between January 1, 2016 and December 31, 2020 with a either a NAS diagnosis or prenatal substance exposure. RESULTS Between 2016 and 2020, the estimated national rate of NAS experienced a 18% decline, while the estimated national rate of prenatal substance exposure experienced a 3.6% increase. At the state level in 2020, the NAS rate ranged from 3.2 per 1000 births (Hawaii) to 68.0 per 1000 births (West Virginia). Between 2016 and 2020, 28 states experienced a decline in NAS births and 20 states had an increase in NAS rates. In 2020, the lowest prenatal substance exposure rate was observed in New Jersey (9.9 per 1000 births) and the highest in West Virginia (88.1 per 1000 births). Between 2016 and 2020, 38 states experienced an increase in the rate of prenatal substance exposure and 10 states experienced a decline. DISCUSSION Estimated rate of NAS has declined nationally, but rate of prenatal substance exposure has increased, with considerable state-level variation. The reported increase in prenatal substance exposure in the majority of US states (38) suggest that substances other than opioids are influencing this trend. Medicaid-led initiatives can be used to identify women with substance use and connect them to services.
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Affiliation(s)
- Kristina D West
- Office of the Assistant Secretary for Planning & Evaluation, U.S. Department of Health and Human Services, 200 Independence Ave SW, Washington, DC, 20543, USA.
| | - Mir M Ali
- Office of the Assistant Secretary for Planning & Evaluation, U.S. Department of Health and Human Services, 200 Independence Ave SW, Washington, DC, 20543, USA
| | - Martin Blanco
- Office of the Assistant Secretary for Planning & Evaluation, U.S. Department of Health and Human Services, 200 Independence Ave SW, Washington, DC, 20543, USA
| | - Brenda Natzke
- Mathematica, 1100 First Street, NE, 12th Floor, Washington, DC, 20002-4221, USA
| | - Linda Nguyen
- Mathematica, 1100 First Street, NE, 12th Floor, Washington, DC, 20002-4221, USA
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Hochstatter KR, Nordeck C, Mitchell SG, Schwartz RP, Welsh C, Gryczynski J. Polysubstance use and post-discharge mortality risk among hospitalized patients with opioid use disorder. Prev Med Rep 2023; 36:102494. [PMID: 38116282 PMCID: PMC10728463 DOI: 10.1016/j.pmedr.2023.102494] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2023] [Revised: 10/31/2023] [Accepted: 11/01/2023] [Indexed: 12/21/2023] Open
Abstract
Polysubstance use is becoming increasingly common and presents several harms. This study aimed to examine the association of comorbid cocaine, alcohol (binge drinking), and sedative use with mortality among hospitalized patients with opioid use disorder (OUD). A subsample of adult medical/surgical hospital patients with OUD who were seen by a hospital addiction consultation service in Baltimore City and enrolled in a randomized trial of a patient navigation intervention were included in this study (N = 314; 45 % female; 48 % White; mean age = 44). Death certificate data from the Maryland Division of Vital Records was used, covering 3.3-5.5 years post-discharge. Multivariable proportional hazards Cox regression and competing risks regression were used to estimate all-cause mortality and overdose mortality, respectively, as a function of concurrent use of cocaine, alcohol (binge drinking), and non-prescribed sedatives at baseline. In the 30 days prior to hospital admission, 230 (73 %) participants used cocaine, 64 (20 %) binge drank, and 45 (14 %) used non-prescribed sedatives. Nearly one-third (N = 98; 31 %) died during the observation period. Drug overdose caused 53 % (N = 52) of deaths. Older age (HR = 1.03 [1.01,1.05]; P = 0.001), less than high school education (HR = 0.36 [0.24,0.54]; P < 0.001), and past 30-day sedative use (HR = 2.05 [1.20,3.50]; P = 0.008) were significantly associated with all-cause mortality. The risk of overdose mortality was 62 % lower (HR = 0.38 [0.22,0.66]; P = 0.001) for those who completed high school. No other characteristics were significantly associated with overdose mortality. The concurrent use of opioids and sedatives increases the post-discharge mortality risk among hospitalized patients with OUD. Interventions are needed to prevent mortality among this high-risk population.
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Frost MC, Malte CA, Hawkins EJ, Glass JE, Hallgren KA, Williams EC. Impact of an intervention to implement provision of opioid use disorder medication among patients with and without co-occurring substance use disorders. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2023; 155:209175. [PMID: 37751798 PMCID: PMC10706828 DOI: 10.1016/j.josat.2023.209175] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Revised: 06/14/2023] [Accepted: 09/22/2023] [Indexed: 09/28/2023]
Abstract
INTRODUCTION Co-occurring substance use disorders (SUDs) are common among people with opioid use disorder (OUD) and known to hinder receipt of medications for OUD (MOUD). It is important to understand how MOUD care implemented outside of SUD specialty settings impacts access for patients with co-occurring SUDs. The Veterans Health Administration's (VA) Stepped Care for Opioid Use Disorder Train the Trainer (SCOUTT) initiative was implemented in primary care, mental health, and pain clinics in 18 VA facilities, and was found to increase MOUD receipt. This study assessed the SCOUTT initiative's impact among patients with and without co-occurring SUDs. METHODS This study used a controlled interrupted time series design. We extracted electronic health record data for patients with OUD with visits in SCOUTT intervention or matched comparison clinics during the post-implementation year (9/1/2018-8/31/2019). We examined the monthly proportion of patients who received MOUD in SCOUTT intervention or comparison clinics (primary care, mental health, and pain clinics), or in a VA SUD specialty clinic (where patients may have been referred), during the pre- and post-implementation years. Segmented logistic regression models estimated pre-post changes in outcomes (immediate level change from the final month of the pre-implementation period to the first month of the post-implementation period, change in trend/slope) in intervention vs. comparison facilities, adjusting for patient characteristics and pre-implementation trends. We stratified analyses by the presence of co-occurring SUDs. RESULTS Among patients without co-occurring SUDs, the pre-post trend/slope change in MOUD received in SCOUTT intervention or comparison clinics was greater in intervention vs. comparison facilities (adjusted odds ratio [aOR]: 1.06, 95% confidence interval [CI]: 1.02-1.10), and the immediate increase in MOUD received in SUD clinics was greater in intervention vs. comparison facilities (aOR: 1.12, 95% CI: 1.02-1.22). These changes did not significantly differ in intervention vs. comparison facilities among patients with co-occurring SUDs. CONCLUSIONS The SCOUTT initiative may have increased MOUD receipt primarily among patients without co-occurring SUDs. Focusing on increasing MOUD receipt for patients with co-occurring SUDs may improve the overall effectiveness of MOUD implementation efforts.
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Affiliation(s)
- Madeline C Frost
- Department of Health Systems and Population Health, University of Washington School of Public Health, 1959 NE Pacific St, Seattle, WA 98195, United States of America; Health Services Research & Development (HSR&D) Center of Innovation for Veteran-Centered and Value-Driven Care, Veterans Affairs (VA) Puget Sound Health Care System, 1660 South Columbian Way, Seattle, WA 98108, United States of America.
| | - Carol A Malte
- Health Services Research & Development (HSR&D) Center of Innovation for Veteran-Centered and Value-Driven Care, Veterans Affairs (VA) Puget Sound Health Care System, 1660 South Columbian Way, Seattle, WA 98108, United States of America; Center of Excellence in Substance Addiction Treatment and Education, Veterans Affairs (VA) Puget Sound Health Care System, 1660 South Columbian Way, Seattle, WA 98108, United States of America.
| | - Eric J Hawkins
- Health Services Research & Development (HSR&D) Center of Innovation for Veteran-Centered and Value-Driven Care, Veterans Affairs (VA) Puget Sound Health Care System, 1660 South Columbian Way, Seattle, WA 98108, United States of America; Center of Excellence in Substance Addiction Treatment and Education, Veterans Affairs (VA) Puget Sound Health Care System, 1660 South Columbian Way, Seattle, WA 98108, United States of America; Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, 1959 NE Pacific St, Seattle, WA 98195, United States of America.
| | - Joseph E Glass
- Department of Health Systems and Population Health, University of Washington School of Public Health, 1959 NE Pacific St, Seattle, WA 98195, United States of America; Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, 1959 NE Pacific St, Seattle, WA 98195, United States of America; Kaiser Permanente Washington Health Research Institute, 1730 Minor Ave, Seattle, WA 98101, United States of America.
| | - Kevin A Hallgren
- Department of Health Systems and Population Health, University of Washington School of Public Health, 1959 NE Pacific St, Seattle, WA 98195, United States of America; Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, 1959 NE Pacific St, Seattle, WA 98195, United States of America; Kaiser Permanente Washington Health Research Institute, 1730 Minor Ave, Seattle, WA 98101, United States of America.
| | - Emily C Williams
- Department of Health Systems and Population Health, University of Washington School of Public Health, 1959 NE Pacific St, Seattle, WA 98195, United States of America; Health Services Research & Development (HSR&D) Center of Innovation for Veteran-Centered and Value-Driven Care, Veterans Affairs (VA) Puget Sound Health Care System, 1660 South Columbian Way, Seattle, WA 98108, United States of America.
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Moskal KR, Teeters JB, McCollum DC. Examining Differences in Emotion Dysregulation Between Emerging Adult Alcohol-Only Users, Abstainers, and Simultaneous Users. CANNABIS (ALBUQUERQUE, N.M.) 2023; 6:34-48. [PMID: 38035171 PMCID: PMC10683745 DOI: 10.26828/cannabis/2023/000166] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/02/2023]
Abstract
Objective Simultaneous use of alcohol and cannabis is associated with more negative consequences than use of either substance alone. Research suggests that emotion dysregulation is linked to alcohol, cannabis, and polysubstance use. However, no previous research has examined whether emotion dysregulation scores differ among individuals without past month substance use (abstainers), individuals who report past-month alcohol use only (no past month cannabis or simultaneous use; alcohol-only users), and individuals who engage in past-month simultaneous alcohol and cannabis use (simultaneous users). Our aim was to examine differences in overall levels of emotion dysregulation and emotion dysregulation subscales between these groups. Methods The sample included 468 college students. Participants completed an online survey assessing demographics, emotion dysregulation, average number of drinks per week, days of monthly cannabis use, and simultaneous use of alcohol and cannabis. Results A one-way ANOVA showed significant differences in emotion dysregulation between alcohol-only users, abstainers, and simultaneous users. A Bonferroni post hoc analysis revealed significant differences in emotion dysregulation for simultaneous users (p = .004) compared to alcohol-only users and abstainers. A series of ANOVAs were run to examine emotion dysregulation subscale scores and significant differences were found for impulse control difficulties (p = .003) and limited access to emotion regulation strategies (p = .005) for simultaneous users compared to alcohol-only users and abstainers, and for non-acceptance of emotional responses (p = .018) for simultaneous users compared to and alcohol-only users. Conclusion These findings indicate that simultaneous users have higher levels of emotion dysregulation, higher levels of impulse control difficulties, greater non-acceptance of emotions, and greater lack of access to emotion regulation strategies compared to abstainers and alcohol-only users.
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Affiliation(s)
- Katie R. Moskal
- Department of Psychological Sciences, Western Kentucky University
| | - Jenni B. Teeters
- Department of Psychological Sciences, Western Kentucky University
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Shang M, Thiel B, Liebschutz JM, Kraemer KL, Freund A, Jawa R. Implementing harm reduction kits in an office-based addiction treatment program. Harm Reduct J 2023; 20:163. [PMID: 37919741 PMCID: PMC10621216 DOI: 10.1186/s12954-023-00897-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Accepted: 10/24/2023] [Indexed: 11/04/2023] Open
Abstract
BACKGROUND The rising rates of drug use-related complications call for a paradigm shift in the care for people who use drugs. While addiction treatment and harm reduction have historically been siloed in the US, co-location of these services in office-based addiction treatment (OBAT) settings offers a more realistic and patient-centered approach. We describe a quality improvement program on integrating harm reduction kits into an urban OBAT clinic. METHODS After engaging appropriate stakeholders and delivering clinician and staff trainings on safer use best practices, we developed a clinical workflow for universal offering and distribution of pre-packaged kits coupled with patient-facing educational handouts. We assessed: (1) kit uptake with kit number and types distributed; and (2) implementation outcomes of feasibility, acceptability, appropriateness, and patient perceptions. RESULTS One-month post-implementation, 28% (40/141) of completed in-person visits had at least one kit request, and a total of 121 kits were distributed. Staff and clinicians found the program to be highly feasible, acceptable, and appropriate, and patient perceptions were positive. CONCLUSIONS Incorporating kits in OBAT settings is an important step toward increasing patient access and utilization of life-saving services. Our program uncovered a significant unmet need among our patients, suggesting that kit integration within addiction treatment can improve the standard of care for people who use drugs.
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Affiliation(s)
- Margaret Shang
- Division of General Internal Medicine, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Brent Thiel
- Division of General Internal Medicine, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Jane M Liebschutz
- Division of General Internal Medicine, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
- Center for Research on Healthcare, University of Pittsburgh School of Medicine, 3609 Forbes Ave, Pittsburgh, PA, 15213, USA
| | - Kevin L Kraemer
- Division of General Internal Medicine, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
- Center for Research on Healthcare, University of Pittsburgh School of Medicine, 3609 Forbes Ave, Pittsburgh, PA, 15213, USA
| | - Ariana Freund
- Division of General Internal Medicine, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Raagini Jawa
- Division of General Internal Medicine, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA.
- Center for Research on Healthcare, University of Pittsburgh School of Medicine, 3609 Forbes Ave, Pittsburgh, PA, 15213, USA.
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Kusic DM, Heil J, Zajic S, Brangan A, Dairo O, Heil S, Feigin G, Kacinko S, Buono RJ, Ferraro TN, Rafeq R, Haroz R, Baston K, Bodofsky E, Sabia M, Salzman M, Resch A, Madzo J, Scheinfeldt LB, Issa JPJ, Jelinek J. Postmortem toxicology findings from the Camden Opioid Research Initiative. PLoS One 2023; 18:e0292674. [PMID: 37910493 PMCID: PMC10619848 DOI: 10.1371/journal.pone.0292674] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2023] [Accepted: 09/26/2023] [Indexed: 11/03/2023] Open
Abstract
The United States continues to be impacted by decades of an opioid misuse epidemic, worsened by the COVID-19 pandemic and by the growing prevalence of highly potent synthetic opioids (HPSO) such as fentanyl. In instances of a toxicity event, first-response administration of reversal medications such as naloxone can be insufficient to fully counteract the effects of HPSO, particularly when there is co-occurring substance use. In an effort to characterize and study this multi-faceted problem, the Camden Opioid Research Initiative (CORI) has been formed. The CORI study has collected and analyzed post-mortem toxicology data from 42 cases of decedents who expired from opioid-related toxicity in the South New Jersey region to characterize substance use profiles. Co-occurring substance use, whether by intent or through possible contamination of the illicit opioid supply, is pervasive among deaths due to opioid toxicity, and evidence of medication-assisted treatment is scarce. Nearly all (98%) of the toxicology cases show the presence of the HPSO, fentanyl, and very few (7%) results detected evidence of medication-assisted treatment for opioid use disorder, such as buprenorphine or methadone, at the time of death. The opioid toxicity reversal drug, naloxone, was detected in 19% of cases, but 100% of cases expressed one or more stimulants, and sedatives including xylazine were detected in 48% of cases. These results showing complex substance use profiles indicate that efforts at mitigating the opioid misuse epidemic must address the complications presented by co-occurring stimulant and other substance use, and reduce barriers to and stigmas of seeking effective medication-assisted treatments.
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Affiliation(s)
- Dara M. Kusic
- Research, Coriell Institute for Medical Research, Camden, New Jersey, United States of America
| | - Jessica Heil
- Clinical Research Office, Cooper University Health Care, Camden, New Jersey, United States of America
| | - Stefan Zajic
- Research, Coriell Institute for Medical Research, Camden, New Jersey, United States of America
| | - Andrew Brangan
- Coriell Institute for Medical Research, Camden, New Jersey, United States of America
| | - Oluseun Dairo
- Coriell Institute for Medical Research, Camden, New Jersey, United States of America
| | - Stacey Heil
- Coriell Institute for Medical Research, Camden, New Jersey, United States of America
| | - Gerald Feigin
- Office of the Medical Examiner, Gloucester County Health Department, Sewell, New Jersey, United States of America
| | - Sherri Kacinko
- Forensic Toxicology, NMS Labs, Horsham, Pennsylvania, United States of America
| | - Russell J. Buono
- Biomedical Sciences, Cooper Medical School of Rowan University, Camden, New Jersey, United States of America
| | - Thomas N. Ferraro
- Biomedical Sciences, Cooper Medical School of Rowan University, Camden, New Jersey, United States of America
| | - Rachel Rafeq
- Department of Emergency Medicine, Cooper University Health Care, Camden, New Jersey, United States of America
| | - Rachel Haroz
- Department of Emergency Medicine, Cooper University Health Care, Camden, New Jersey, United States of America
| | - Kaitlan Baston
- Cooper Medical School of Rowan University, Camden, New Jersey, United States of America
| | - Elliot Bodofsky
- Neurological Institute, Cooper University Health Care, Camden, New Jersey, United States of America
| | - Michael Sabia
- Anesthesiology, Cooper University Health Care, Camden, New Jersey, United States of America
| | - Matthew Salzman
- Department of Emergency Medicine, Cooper University Health Care, Camden, New Jersey, United States of America
| | - Alissa Resch
- Research, Coriell Institute for Medical Research, Camden, New Jersey, United States of America
| | - Jozef Madzo
- Research, Coriell Institute for Medical Research, Camden, New Jersey, United States of America
- Biomedical Sciences, Cooper Medical School of Rowan University, Camden, New Jersey, United States of America
| | - Laura B. Scheinfeldt
- Research, Coriell Institute for Medical Research, Camden, New Jersey, United States of America
- Biomedical Sciences, Cooper Medical School of Rowan University, Camden, New Jersey, United States of America
| | - Jean-Pierre J. Issa
- Research, Coriell Institute for Medical Research, Camden, New Jersey, United States of America
- Biomedical Sciences, Cooper Medical School of Rowan University, Camden, New Jersey, United States of America
| | - Jaroslav Jelinek
- Research, Coriell Institute for Medical Research, Camden, New Jersey, United States of America
- Biomedical Sciences, Cooper Medical School of Rowan University, Camden, New Jersey, United States of America
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Chang HH, Zhang H, Latimore AD, Murray BP, D'Souza RR, Scovronick N, Gribble MO, Ebelt ST. Associations between short-term ambient temperature exposure and emergency department visits for amphetamine, cocaine, and opioid use in California from 2005 to 2019. ENVIRONMENT INTERNATIONAL 2023; 181:108233. [PMID: 37897873 PMCID: PMC10712015 DOI: 10.1016/j.envint.2023.108233] [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: 05/23/2023] [Revised: 09/12/2023] [Accepted: 09/25/2023] [Indexed: 10/30/2023]
Abstract
Substance use disorder is a growing public health challenge in the United States. People who use drugs may be more vulnerable to ambient heat due to the effects of drugs on thermoregulation and their risk environment. There have been limited population-based studies of ambient temperature and drug-related morbidity. We examined short-term associations between daily ambient temperature and emergency department (ED) visits for use or overdose of amphetamine, cocaine and opioids in California during the period 2005 to 2019. Daily ZIP code-level maximum, mean, and minimum temperature exposures were derived from 1-km data Daymet products. A time-stratified case-crossover design was used to estimate cumulative non-linear associations of daily temperature for lag days 0 to 3. Stratified analyses by patient sex, race, and ethnicity were also conducted. The study included over 3.4 million drug-related ED visits. We found positive associations between daily temperature and ED visits for all outcomes examined. An increase in daily mean temperature from the 50th to the 95th percentile was associated with ED visits for amphetamine use (OR = 1.072, 95% CI: 1.058, 1.086), cocaine use (OR = 1.044, 95% CI: 1.021, 1.068 and opioid use (OR = 1.041, 95% CI: 1.025, 1.057). Stronger positive associations were also observed for overdose: amphetamine overdose (OR = 1.150, 95% CI: 1.085, 1.218), cocaine overdose (OR = 1.159, 95% CI: 1.053, 1.276), and opioid overdose (OR = 1.079, 95% CI: 1.054, 1.106). In summary, people who use stimulants and opioids may be a subpopulation sensitive to short-term higher ambient temperature. Mitigating heat exposure can be considered in harm reduction strategies in response to the substance use epidemic and global climate change.
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Affiliation(s)
- Howard H Chang
- Department of Biostatistics and Bioinformatics, Emory University, Atlanta, GA, USA; Gangarosa Department of Environmental Health, Emory University, Atlanta, GA, USA.
| | - Haisu Zhang
- Gangarosa Department of Environmental Health, Emory University, Atlanta, GA, USA
| | - Amanda D Latimore
- Center for Addiction Research and Effective Solutions, American Institutes for Research, Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Brian P Murray
- Emergency Medicine, Boonshoft School of Medicine, Wright State University, Dayton, OH, USA
| | - Rohan R D'Souza
- Department of Biostatistics and Bioinformatics, Emory University, Atlanta, GA, USA
| | - Noah Scovronick
- Gangarosa Department of Environmental Health, Emory University, Atlanta, GA, USA
| | - Matthew O Gribble
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Stefanie T Ebelt
- Gangarosa Department of Environmental Health, Emory University, Atlanta, GA, USA
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Powell D. Educational Attainment and US Drug Overdose Deaths. JAMA HEALTH FORUM 2023; 4:e233274. [PMID: 37801307 PMCID: PMC10559184 DOI: 10.1001/jamahealthforum.2023.3274] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2023] [Accepted: 08/02/2023] [Indexed: 10/07/2023] Open
Abstract
Importance Educational attainment in the US is associated with life expectancy. As the opioid crisis worsens, it is critical to understand how overdose death rate trends evolve across education groups. Objective To investigate the association between educational attainment and overdose death rates, with emphasis on trends during the COVID-19 pandemic. Design, Setting, and Participants This cross-sectional study used National Vital Statistics System Mortality Multiple Cause-of-Death data describing overdose death rates in the US by educational attainment from January 1, 2000, to December 31, 2021, with a focus on 2018 to 2021. Overdose deaths were aggregated by year and educational level for decedents aged 25 years or older. Exposure Educational attainment, categorized as no high school (HS) diploma, HS diploma (or General Educational Development) but no college, some college but no bachelor's degree, and bachelor's degree or more. Main Outcomes and Measures The main outcomes were rates of all overdose deaths, overdose deaths involving opioids, and overdose deaths involving synthetic opioids. Results Of 912 057 overdose deaths with education information from 2000 to 2021 (mean [SD] age at death, 44.9 [12.3] years; 64.1% male), there were 625 400 deaths (68.6%) among individuals with no college education and 286 657 deaths (31.4%) among those with at least some college. The overdose death rate was 19.9 per 100 000 population. From 2018 to 2021, there were 301 557 overdose deaths, including 58 319 (19.3%) among individuals without an HS diploma, 153 603 (50.9%) among people with an HS diploma, 64 682 (21.4%) among individuals with some college, and 24 953 (8.3%) among individuals with a bachelor's degree. There were 3324 overdose deaths (1.1%) among American Indian or Alaska Native individuals, 2968 (1.0%) among Asian American or Pacific Islander individuals, 49 152 (16.3%) among Black individuals, 31 703 (10.5%) among Hispanic individuals, 211 359 (70.1%) among White individuals, and 3051 (1.0%) among multiracial individuals. From 2018 to 2021, the overdose death rate was 33.4 per 100 000 population, the opioid-related overdose death rate was 24.2 per 100 000 population, and the synthetic opioid overdose death rate was 19.1 per 100 000 population. From 2018 to 2021, the overdose death rate for those without a HS diploma increased by 35.4 per 100 000 population compared with 1.5 per 100 000 population for those with a bachelor's degree. This differential growth was primarily due to increased rates of death involving synthetic opioids. Conclusions and Relevance In this cross-sectional study, lower educational attainment was found to be associated with higher growth in overdose deaths. As the opioid crisis has transitioned to fentanyl and polysubstance use, overdose deaths have become more prevalent in groups with lower socioeconomic status, potentially exacerbating existing life-expectancy disparities.
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Estadt AT, Miller WC, Kline D, Whitney BM, Young AM, Todd Korthuis P, Stopka TJ, Feinberg J, Zule WA, Pho MT, Friedmann PD, Westergaard RP, Eagen KV, Seaman A, Ma J, Go VF, Lancaster KE. Associations of hepatitis C virus (HCV) antibody positivity with opioid, stimulant, and polysubstance injection among people who inject drugs (PWID) in rural U.S. communities. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2023:104222. [PMID: 37806839 PMCID: PMC10997735 DOI: 10.1016/j.drugpo.2023.104222] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2023] [Revised: 09/18/2023] [Accepted: 09/29/2023] [Indexed: 10/10/2023]
Abstract
BACKGROUND People who inject drugs (PWID) in the rural U.S. often inject stimulants, alone or with opioids. The impact of these substance use patterns may influence HCV risk behaviors. This analysis examines the associations of HCV antibody positivity with injecting only opioids, only stimulants (methamphetamine/cocaine), and opioids and stimulants together among rural PWID. METHODS The Rural Opioid Initiative (ROI) consists of eight research sites that enrolled people who use drugs in rural communities in ten U.S. states from 2018 to 2020. This cross-sectional analysis included adult participants who resided in a study area and injected any drug in the past 30 days. The primary outcome was HCV antibody positivity. The exposure of interest was injection drug use classified as only opioids, only stimulants, separate injections of opioids and stimulants, and same-syringe injection of both in the past 30 days. We used multivariable log-binomial regression with generalized linear mixed models to generate prevalence ratios (P.R.) adjusted for demographics, injection history, health insurance, and substance use treatment. RESULTS Among 3,084 participants enrolled in the ROI, 1,982 met inclusion criteria. Most participants injected opioids and stimulants in the same syringe (34%) or separately (21%), followed by injecting only stimulants (26%), and injecting only opioids (19%). Half (51%) were HCV antibody positive. Compared to people who injected only stimulants, HCV antibody positivity was more prevalent among people who injected opioids alone (aPR=1.62, 95% CI:(1.29-2.03)), injected both opioids and stimulants separately (aPR=1.61, 95% CI:(1.32-1.95)), and in the same syringe (aPR=1.54, 95% CI:(1.28-1.85)). CONCLUSION HCV antibody positivity, indicating prior exposure, was highest among those who had recently injected opioids, alone or with stimulants. Additional nucleic acid testing is necessary to confirm active infection. More research is needed to determine the underlying causes of HCV antibody positivity by injection use.
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Affiliation(s)
- Angela T Estadt
- Ohio State University, College of Public Health, Division of Epidemiology, United States.
| | - William C Miller
- Ohio State University, College of Public Health, Division of Epidemiology, United States; Department of Epidemiology, University of North Carolina at Chapel Hill, Gillings School of Global Public Health, Chapel Hill, North Carolina, United States of America
| | - David Kline
- Wake Forest University School of Medicine, Division of Public Health Sciences, Department of Biostatistics and Data Science, United States
| | | | - April M Young
- University of Kentucky, Department of Epidemiology and Environmental Health, Center on Drug and Alcohol Research, United States
| | - P Todd Korthuis
- Oregon Health & Science University, Department of Medicine, Section of Addiction Medicine, United States
| | - Thomas J Stopka
- Department of Public Health and Community Medicine, Tufts University School of Medicine, United States
| | - Judith Feinberg
- West Virginia University School of Medicine, Departments of Behavioral Medicine and Psychiatry and Medicine/Infectious Diseases, United States
| | - William A Zule
- RTI International, Research Triangle Park, NC, United States
| | - Mai T Pho
- University of Chicago, Department of Medicine, United States
| | - Peter D Friedmann
- University of Massachusetts Medical School-Baystate and Baystate Health, United States
| | - Ryan P Westergaard
- University of Wisconsin School of Medicine and Public Health, Department of Medicine, Division of Infectious Diseases, United States
| | - Kellene V Eagen
- University of Wisconsin - Madison, School of Medicine and Public Health, Department of Family Medicine and Community Health, United States
| | - Andrew Seaman
- Oregon Health & Science University, School of Medicine, United States
| | - Jimmy Ma
- University of Washington, Department of Medicine, Division of Allergy and Infectious Diseases, United States
| | - Vivian F Go
- University of North Carolina at Chapel Hill, Gillings School of Global Public Health, Department of Health Behavior, United States
| | - Kathryn E Lancaster
- Ohio State University, College of Public Health, Division of Epidemiology, United States; Division of Public Health Sciences, Department of Implementation Science, Wake Forest University School of Medicine, Winston-Salem, North Carolina, United States of America
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Cook RR, Jaworski EN, Hoffman KA, Waddell EN, Myers R, Korthuis PT, Vergara-Rodriguez P. Treatment Initiation, Substance Use Trajectories, and the Social Determinants of Health in Persons Living With HIV Seeking Medication for Opioid Use Disorder. Subst Abus 2023; 44:301-312. [PMID: 37842910 PMCID: PMC10830143 DOI: 10.1177/08897077231200745] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2023]
Abstract
BACKGROUND People living with HIV and opioid use disorder (OUD) are disproportionally affected by adverse socio-structural exposures negatively affecting health, which have shown inconsistent associations with uptake of medications for OUD (MOUD). This study aimed to determine whether social determinants of health (SDOH) were associated with MOUD uptake and trajectories of substance use in a clinical trial of people seeking treatment. METHODS Data are from a 2018 to 2019 randomized trial comparing the effectiveness of different MOUD to achieve viral suppression among people living with HIV and OUD. SDOH were defined by variables mapping to Healthy People 2030 domains: education (Education Access and Quality), income (Economic Stability), homelessness (Neighborhood and Built Environment), criminal justice involvement (Social and Community Context), and recent SUD care (Health Care Access and Quality). Associations between SDOH and MOUD initiation were assessed with Cox proportional hazards models, and SDOH and substance use over time with generalized estimating equation models. RESULTS Participants (N = 114) averaged 47 years old, 63% were male, 56% were Black, and 12% Hispanic. Participants reported an average of 2.3 out of 5 positive SDOH indicators (SD = 1.2). Stable housing was the most commonly reported SDOH (61%), followed by no recent criminal justice involvement (59%), having a high-school level education or greater (56%), income stability (45%), and recent SUD care (13%). Each additional favorable SDOH was associated with a 25% increase in the likelihood of MOUD initiation during the study period [adjusted HR = 1.25, 95% CI = (1.01, 1.55), P = .044]. Positive SDOH were also associated with a decrease in the odds of baseline opioid use and a greater reduction in opioid use during subsequent weeks of the study (P < .001 for a joint test of baseline and slope differences). CONCLUSIONS Positive social determinants of health, in aggregate, may increase the likelihood of MOUD treatment initiation among people living with HIV and OUD.
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Affiliation(s)
- Ryan R. Cook
- Department of Medicine, Section of Addiction Medicine, Oregon Health and Science University, Portland
| | - Erin N. Jaworski
- Center for Dissemination and Implementation Science, Department of Medicine, University of Illinois-Chicago, Chicago, IL
| | - Kim A. Hoffman
- Oregon Health and Science University-Portland State University School of Public Health, Portland
| | - Elizabeth N Waddell
- Oregon Health and Science University-Portland State University School of Public Health, Portland
| | - Renae Myers
- Department of Medicine, Section of Addiction Medicine, Oregon Health and Science University, Portland
| | - P. Todd Korthuis
- Department of Medicine, Section of Addiction Medicine, Oregon Health and Science University, Portland
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Bake S, Rouzer SK, Mavuri S, Miranda RC, Mahnke AH. The interaction of genetic sex and prenatal alcohol exposure on health across the lifespan. Front Neuroendocrinol 2023; 71:101103. [PMID: 37802472 PMCID: PMC10922031 DOI: 10.1016/j.yfrne.2023.101103] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/09/2023] [Revised: 09/22/2023] [Accepted: 10/03/2023] [Indexed: 10/10/2023]
Abstract
Prenatal alcohol exposure (PAE) can reprogram the development of cells and tissues, resulting in a spectrum of physical and neurobehavioral teratology. PAE immediately impacts fetal growth, but its effects carry forward post-parturition, into adolescence and adulthood, and can result in a cluster of disabilities, collectively termed Fetal Alcohol Spectrum Disorders. Emerging preclinical and clinical research investigating neurological and behavioral outcomes in exposed offspring point to genetic sex as an important modifier of the effects of PAE. In this review, we discuss the literature on sex differences following PAE, with studies spanning the fetal period through adulthood, and highlight gaps in research where sex differences are likely, but currently under-investigated. Understanding how sex and PAE interact to affect offspring health outcomes across the lifespan is critical for identifying the full complement of PAE-associated secondary conditions, and for refining targeted interventions to improve the quality of life for individuals with PAE.
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Affiliation(s)
- Shameena Bake
- Department of Neuroscience and Experimental Therapeutics, Texas A&M University School of Medicine, Medical Research and Education Building I, 8447 Riverside Parkway, Bryan, TX 77807-3620, United States
| | - Siara K Rouzer
- Department of Neuroscience and Experimental Therapeutics, Texas A&M University School of Medicine, Medical Research and Education Building I, 8447 Riverside Parkway, Bryan, TX 77807-3620, United States
| | - Shruti Mavuri
- Department of Neuroscience and Experimental Therapeutics, Texas A&M University School of Medicine, Medical Research and Education Building I, 8447 Riverside Parkway, Bryan, TX 77807-3620, United States
| | - Rajesh C Miranda
- Department of Neuroscience and Experimental Therapeutics, Texas A&M University School of Medicine, Medical Research and Education Building I, 8447 Riverside Parkway, Bryan, TX 77807-3620, United States
| | - Amanda H Mahnke
- Department of Neuroscience and Experimental Therapeutics, Texas A&M University School of Medicine, Medical Research and Education Building I, 8447 Riverside Parkway, Bryan, TX 77807-3620, United States.
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Athota P, Nguyen NM, Schaal VL, Jagadesan S, Guda C, Yelamanchili SV, Pendyala G. Novel RNA-Seq Signatures Post-Methamphetamine and Oxycodone Use in a Model of HIV-Associated Neurocognitive Disorders. Viruses 2023; 15:1948. [PMID: 37766354 PMCID: PMC10534928 DOI: 10.3390/v15091948] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Revised: 08/24/2023] [Accepted: 09/15/2023] [Indexed: 09/29/2023] Open
Abstract
In the 21st century, the effects of HIV-associated neurocognitive disorders (HAND) have been significantly reduced in individuals due to the development of antiretroviral therapies (ARTs). However, the growing epidemic of polysubstance use (PSU) has led to concern for the effects of PSU on HIV-seropositive individuals. To effectively treat individuals affected by HAND, it is critical to understand the biological mechanisms affected by PSU, including the identification of novel markers. To fill this important knowledge gap, we used an in vivo HIV-1 Transgenic (HIV-1 Tg) animal model to investigate the effects of the combined use of chronic methamphetamine (METH) and oxycodone (oxy). A RNA-Seq analysis on the striatum-a brain region that is primarily targeted by both HIV and drugs of abuse-identified key differentially expressed markers post-METH and oxy exposure. Furthermore, ClueGO analysis and Ingenuity Pathway Analysis (IPA) revealed crucial molecular and biological functions associated with ATP-activated adenosine receptors, neuropeptide hormone activity, and the oxytocin signaling pathway to be altered between the different treatment groups. The current study further reveals the harmful effects of chronic PSU and HIV infection that can subsequently impact neurological outcomes in polysubstance users with HAND.
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Affiliation(s)
- Pranavi Athota
- Department of Anesthesiology, University of Nebraska Medical Center (UNMC), Omaha, NE 68198, USA; (P.A.); (N.M.N.); (V.L.S.); (S.V.Y.)
| | - Nghi M. Nguyen
- Department of Anesthesiology, University of Nebraska Medical Center (UNMC), Omaha, NE 68198, USA; (P.A.); (N.M.N.); (V.L.S.); (S.V.Y.)
- Department of Genetics, Cell Biology, and Anatomy, University of Nebraska Medical Center (UNMC), Omaha, NE 68198, USA; (S.J.); (C.G.)
| | - Victoria L. Schaal
- Department of Anesthesiology, University of Nebraska Medical Center (UNMC), Omaha, NE 68198, USA; (P.A.); (N.M.N.); (V.L.S.); (S.V.Y.)
| | - Sankarasubramanian Jagadesan
- Department of Genetics, Cell Biology, and Anatomy, University of Nebraska Medical Center (UNMC), Omaha, NE 68198, USA; (S.J.); (C.G.)
| | - Chittibabu Guda
- Department of Genetics, Cell Biology, and Anatomy, University of Nebraska Medical Center (UNMC), Omaha, NE 68198, USA; (S.J.); (C.G.)
| | - Sowmya V. Yelamanchili
- Department of Anesthesiology, University of Nebraska Medical Center (UNMC), Omaha, NE 68198, USA; (P.A.); (N.M.N.); (V.L.S.); (S.V.Y.)
- Department of Genetics, Cell Biology, and Anatomy, University of Nebraska Medical Center (UNMC), Omaha, NE 68198, USA; (S.J.); (C.G.)
- National Strategic Research Institute, Nebraska Medical Center, Omaha, NE 68198, USA
| | - Gurudutt Pendyala
- Department of Anesthesiology, University of Nebraska Medical Center (UNMC), Omaha, NE 68198, USA; (P.A.); (N.M.N.); (V.L.S.); (S.V.Y.)
- Department of Genetics, Cell Biology, and Anatomy, University of Nebraska Medical Center (UNMC), Omaha, NE 68198, USA; (S.J.); (C.G.)
- National Strategic Research Institute, Nebraska Medical Center, Omaha, NE 68198, USA
- Child Health Research Institute, Omaha, NE 68198, USA
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Lorvick J, Hemberg J, George MJ, Piontak J, Comfort ML. Understanding polysubstance use at the daily and event levels: protocol for a mixed-methods qualitative and ecological momentary assessment study in a community-based sample of people who use illicit drugs in Oakland, California, USA. BMJ Open 2023; 13:e075380. [PMID: 37699625 PMCID: PMC10503366 DOI: 10.1136/bmjopen-2023-075380] [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: 05/05/2023] [Accepted: 08/30/2023] [Indexed: 09/14/2023] Open
Abstract
INTRODUCTION Polysubstance use is extremely common among people who use illicit opioids in the USA. It is associated with poor substance use treatment outcomes, infectious disease risk and alarming rates of drug overdose. Nearly all extant literature examines polysubstance use over broad time frames, such as 30 days or 6 months. However, both substance use and overdose risk are episodic. To build a stronger understanding of polysubstance use and overdose risk, we need to expand the knowledge base to include daily-level and event-level data that examine how substances are used together, in which combinations and in which contexts. The study described in this protocol will use qualitative and ecological momentary assessment (EMA) methods to examine polysubstance use and overdose risk on a daily and event level. METHODS AND ANALYSIS This is a mixed-methods observational study with three phases. The first phase is formative, consisting of qualitative interviews with people who use multiple substances (N=20), to inform the development of items for the EMA component. The second phase is EMA data collection with people who use multiple substances (N=120), three times daily for 28 days. The third phase consists of mixed-methods inquiries with a subset of participants (N=20), using participant-level EMA data and qualitative techniques to build a nuanced understanding of the motivations and contexts of polysubstance use in everyday life. Analytical induction methods will be used to interpret qualitative data. Hierarchical linear modelling methods will be used to analyse EMA data. ETHICS AND DISSEMINATION This research has been reviewed and approved by the Institutional Review Board at RTI International (#MOD00001782 for EMA procedures and #MOD00001241 for qualitative procedures). Participants engage in an informed consent procedure for each component of the study. Data will be managed and shared per the National Institutes of Health extramural data sharing policy.
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Affiliation(s)
- Jennifer Lorvick
- Community Health and Implementation Research Program, RTI International, Berkeley, California, USA
| | - Jordana Hemberg
- Community Health and Implementation Research Program, RTI International, Berkeley, California, USA
| | - Madeleine J George
- Health of Populations Program, RTI International, Research Triangle Park, North Carolina, USA
| | - Joy Piontak
- Health of Populations Program, RTI International, Research Triangle Park, North Carolina, USA
| | - Megan L Comfort
- Transformative Research Unit for Equity, RTI International, Berkeley, CA, USA
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Karamouzian M, Cui Z, Hayashi K, DeBeck K, Milloy MJ, Buxton JA, Kerr T. Longitudinal latent polysubstance use patterns among a cohort of people who use opioids in Vancouver, Canada. Drug Alcohol Rev 2023; 42:1493-1503. [PMID: 37282794 PMCID: PMC10705814 DOI: 10.1111/dar.13690] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2022] [Revised: 05/05/2023] [Accepted: 05/09/2023] [Indexed: 06/08/2023]
Abstract
INTRODUCTION Polysubstance use (PSU) practices are increasing among people who use opioids (PWUO). However, several aspects of longitudinal PSU patterns among PWUO remain understudied. This study aims to identify person-centred longitudinal patterns of PSU among a cohort of PWUO. METHODS Using longitudinal data (2005-2018) from three prospective cohort studies including people who use drugs in Vancouver, Canada, we used repeated measures latent class analysis to identify different PSU classes among PWUO. Multivariable generalised estimating equations models weighted by the respective posterior membership probabilities were applied to identify covariates of membership in different PSU classes over time. RESULTS Overall, 2627 PWUO (median age at baseline: 36 [quartile 1-3: 25-45]) were included between 2005 and 2018. We found five distinct PSU patterns, including low/infrequent probability of regular substance use (Class 1; 30%), primarily opioid and methamphetamine use (Class 2; 22%), primarily cannabis use (Class 3; 15%), primarily opioid and crack use (Class 4; 29%) and frequent PSU (Class 5; 4%). Membership in Class 2, 4 and 5 was positively associated with several behavioural and socio-structural adversities. DISCUSSION AND CONCLUSIONS Findings of this longitudinal study suggest PSU is the norm among PWUO and highlights the heterogeneous characteristics of PWUO. The diversities within the population of PWUO need to be recognised in addiction care and treatment as well as optimising resource allocation in the response to the overdose crisis.
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Affiliation(s)
- Mohammad Karamouzian
- British Columbia Centre on Substance Use, Vancouver, Canada
- Centre on Drug Policy Evaluation, St. Michael’s Hospital, Toronto, Canada
- Dalla Lana School of Public Health, University of Toronto, Toronto, Canada
| | - Zishan Cui
- British Columbia Centre on Substance Use, Vancouver, Canada
- Centre on Drug Policy Evaluation, St. Michael’s Hospital, Toronto, Canada
| | - Kanna Hayashi
- British Columbia Centre on Substance Use, Vancouver, Canada
| | - Kora DeBeck
- British Columbia Centre on Substance Use, Vancouver, Canada
| | - M-J Milloy
- Centre on Drug Policy Evaluation, St. Michael’s Hospital, Toronto, Canada
- Department of Medicine, University of British Columbia, Vancouver, Canada
| | - Jane A. Buxton
- Centre on Drug Policy Evaluation, St. Michael’s Hospital, Toronto, Canada
| | - Thomas Kerr
- British Columbia Centre on Substance Use, Vancouver, Canada
- Department of Medicine, University of British Columbia, Vancouver, Canada
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49
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Tsui JI, Whitney BM, Korthuis PT, Chan B, Pho MT, Jenkins WD, Young AM, Cooper HLF, Friedmann PD, Stopka TJ, de Gijsel D, Miller WC, Go VF, Westergaard R, Brown R, Seal DW, Zule WA, Feinberg J, Smith GS, Mixson LS, Fredericksen R, Crane HM, Delaney JA. Methamphetamine use and utilization of medications for opioid use disorder among rural people who use drugs. Drug Alcohol Depend 2023; 250:110911. [PMID: 37549545 PMCID: PMC10599300 DOI: 10.1016/j.drugalcdep.2023.110911] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/07/2023] [Revised: 07/23/2023] [Accepted: 07/24/2023] [Indexed: 08/09/2023]
Abstract
BACKGROUND Methamphetamine use is common among persons with opioid use disorder. This study evaluated associations between methamphetamine use and treatment with agonist medications for opioid use disorder (MOUD, specifically buprenorphine, and/or methadone) in U.S. rural communities. METHODS The Rural Opioid Initiative (ROI) is a consortium spanning 10 states and 65 rural counties that included persons who reported past 30-day use of opioids and/or injection drug use between 1/2018 and 3/2020. Analyses were restricted to participants who had ever used opioids and had data on past 30-day methamphetamine use. Multivariable models examined the relationship between methamphetamine use and utilization of agonist MOUD. RESULTS Among 2899 participants, 2179 (75.2%) also reported recent methamphetamine use. Persons with methamphetamine use compared to those without were younger, more likely to have injected drugs, be unhoused, criminal justice involved, and less likely to have health insurance. Adjusted for age, sex, race, and study site, recent methamphetamine use was associated with lower relative odds of past 30-day methadone treatment (aOR=0.66; 95% CI: 0.45-0.99) and fewer methadone treatment days (aIRR=0.76; 0.57-0.99), but not past 30-day buprenorphine receipt (aOR=0.90; 0.67-1.20), buprenorphine treatment days in past 6 months: aIRR=0.88; 0.69-1.12) or perceived inability to access buprenorphine (aOR=1.12; 0.87-1.44) or methadone (aOR=1.06; 0.76-1.48). CONCLUSION Methamphetamine use is common among persons who use opioids in rural U.S. areas and negatively associated with current treatment and retention on methadone but not buprenorphine. Future studies should examine reasons for this disparity and reduce barriers to methadone for persons who use opioids and methamphetamine.
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Affiliation(s)
- Judith I Tsui
- Department of Medicine, University of Washington School of Medicine, 1959 NE Pacific Street, Seattle, WA 98195-6420, USA.
| | - Bridget M Whitney
- Department of Medicine, University of Washington School of Medicine, 1959 NE Pacific Street, Seattle, WA 98195-6420, USA
| | - P Todd Korthuis
- Department of Medicine, Oregon Health & Science University, 3270 Southwest Pavilion Loop OHSU Physicians Pavilion, Suite 350, Portland, OR 97239, USA
| | - Brian Chan
- Department of Medicine, Oregon Health & Science University, 3270 Southwest Pavilion Loop OHSU Physicians Pavilion, Suite 350, Portland, OR 97239, USA
| | - Mai T Pho
- University of Chicago, 5841 S. Maryland Avenue, Chicago, IL 60637, USA
| | - Wiley D Jenkins
- Southern Illinois University School of Medicine, Springfield, IL 62794, USA
| | - April M Young
- University of Kentucky, 760 Press Avenue Suite 280, Lexington, KY 40536, USA
| | - Hannah L F Cooper
- Rollins School of Public Health, Emory University, Grace Crum Rollins Building 1518 Clifton Road, Atlanta, GA 30322, USA
| | - Peter D Friedmann
- Office of Research, UMass Chan Medical School - Baystate and Baystate Health, 3601 Main Street, 3rd Floor, Springfield, MA 01199, USA
| | - Thomas J Stopka
- Department of Public Health and Community Medicine, Tufts University School of Medicine, 136 Harrison Avenue, Boston, MA 02111, USA
| | - David de Gijsel
- Dartmouth-Hitchcock Medical Center, Section of Infectious Disease and International Health, Lebanon, NH, USA
| | - William C Miller
- The Ohio State University, 346 Cunz Hall 1841 Neil Ave, Columbus, OH 43210, USA
| | - Vivian F Go
- University of North Carolina-Chapel Hill, 363 Rosenau Hall CB# 7440, Chapel Hill, NC 27599, USA
| | - Ryan Westergaard
- University of Wisconsin-Madison, 1685 Highland Avenue, 5th Floor, Madison, WI 53705-2281, USA
| | - Randall Brown
- University of Wisconsin-Madison, 1685 Highland Avenue, 5th Floor, Madison, WI 53705-2281, USA
| | - David W Seal
- Tulane University School of Public Health and Tropical Medicine, 1440 Canal Street, Suite 2210, New Orleans, LA 70112, USA
| | - William A Zule
- RTI International, 3040 E. Cornwallis Road, PO Box 12194, Research Triangle Park, NC 2709-2194, USA
| | - Judith Feinberg
- West Virginia University, 930 Chestnut Ridge Road, PO Box 9156, Morgantown, WV 26505, USA
| | - Gordon S Smith
- West Virginia University, 930 Chestnut Ridge Road, PO Box 9156, Morgantown, WV 26505, USA
| | - L Sarah Mixson
- Department of Medicine, University of Washington School of Medicine, 1959 NE Pacific Street, Seattle, WA 98195-6420, USA
| | - Rob Fredericksen
- Department of Medicine, University of Washington School of Medicine, 1959 NE Pacific Street, Seattle, WA 98195-6420, USA
| | - Heidi M Crane
- Department of Medicine, University of Washington School of Medicine, 1959 NE Pacific Street, Seattle, WA 98195-6420, USA
| | - Joseph A Delaney
- Department of Medicine, University of Washington School of Medicine, 1959 NE Pacific Street, Seattle, WA 98195-6420, USA
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Carpenedo Mun C, Schuler H, Baker R, Byrne F, Bresani E, Meyers K. Rural communities face more than an opioid crisis: Reimagining funding assistance to address polysubstance use, associated health problems, and limited rural service capacity. J Rural Health 2023; 39:795-803. [PMID: 36775905 DOI: 10.1111/jrh.12743] [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: 02/14/2023]
Abstract
PURPOSE Rural communities in the United States face unique challenges related to the opioid epidemic. This paper explores the substances and substance-related health problems that pose the greatest concern to rural communities that received funding to address the opioid epidemic and examines their reported capacity to address these challenges. METHODS This paper analyzed data collected as part of quarterly progress reporting from multisector consortiums across 2 cohorts of grantees funded to reduce the morbidity and mortality of opioids. Consortium project directors ranked the top 3 issues in their community in each of the following categories: (1) drugs of concern; (2) drugs with the least capacity to address; (3) related problem areas of concern (eg, neonatal abstinence syndrome [NAS]); and (4) related problem areas with the least capacity to address. FINDINGS Methamphetamines, fentanyl, and alcohol were the substances rated as most problematic in rural communities funded to address the opioid epidemic across all reporting periods. Over 40% of respondents ranked methamphetamine as a top concern and the substance they had the least capacity to address. This was nearly double the percentage of the next highest-ranked substance (fentanyl). Overdoses, NAS, and viral hepatitis constituted the top-ranking related concerns, with limited capacity to address them. CONCLUSIONS Multiple drug and concomitant problems coalesced on rural communities during the opioid epidemic. Funding communities to address substance use disorders and related problems of concern, rather than targeting funding toward a specific type of drug, may result in better health outcomes throughout the entire community.
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Affiliation(s)
| | | | - Robin Baker
- Oregon Health and Science University, Portland, Oregon, USA
| | - Fraser Byrne
- Health Resources and Services Administration (HRSA), Rockville, Maryland, USA
| | - Elena Bresani
- JBS International, Inc., North Bethesda, Maryland, USA
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