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Kestering-Ferreira É, Heberle BA, Sindermann Lumertz F, Gobira PH, Orso R, Grassi-Oliveira R, Viola TW. Sex differences in sensitivity to fentanyl effects in mice: Behavioral and molecular findings during late adolescence. Neurosci Lett 2024; 837:137898. [PMID: 39013536 DOI: 10.1016/j.neulet.2024.137898] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2024] [Revised: 07/09/2024] [Accepted: 07/10/2024] [Indexed: 07/18/2024]
Abstract
PURPOSE Sex differences play a crucial role in understanding vulnerability to opioid addiction, yet there have been limited preclinical investigations of this effect during the transition from adolescence to adulthood. The present study compared the behaviors of male and female rodents in response to fentanyl treatment and targeted molecular correlates in the striatum and medial prefrontal cortex. MATERIALS AND METHODS Thirty adolescent C57BL/6J mice underwent a 1-week fentanyl treatment with an escalating dose. In addition to evaluating locomotor activity and anxiety-related parameters, we also assessed naloxone-induced fentanyl acute withdrawal jumps. We employed real-time quantitative PCR (qPCR) to assess overall gene expression of dopaminergic receptors (Drd1, Drd2, Drd4 and Drd5) and the μ-opioid receptor Oprm1. The levels of epigenetic base modifications including 5-methylcytosine (5mC) and 5-hydroxymethylcytosine (5hmC) were assessed on CpG islands of relevant genes. RESULTS Females had higher locomotor activity than males after chronic fentanyl treatment, and they exhibited higher fentanyl withdrawal jumping behavior induced by naloxone. Females also presented lower Drd4 gene expression and DNA methylation (5mC + 5hmC) in the striatum. We found that locomotor activity and fentanyl withdrawal jumps were negatively correlated with Drd4 methylation and gene expression in the striatum, respectively. CONCLUSIONS The findings suggested that female mice displayed heightened sensitivity to the effects of fentanyl treatment during the transition from adolescence to adulthood. This effect may be associated with molecular alterations related to the Drd4 gene.
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MESH Headings
- Animals
- Fentanyl/pharmacology
- Male
- Female
- Mice, Inbred C57BL
- Sex Characteristics
- Receptors, Opioid, mu/genetics
- Receptors, Opioid, mu/metabolism
- Mice
- DNA Methylation/drug effects
- Analgesics, Opioid/pharmacology
- Corpus Striatum/metabolism
- Corpus Striatum/drug effects
- Locomotion/drug effects
- Prefrontal Cortex/drug effects
- Prefrontal Cortex/metabolism
- Receptors, Dopamine/genetics
- Receptors, Dopamine/metabolism
- Naloxone/pharmacology
- Behavior, Animal/drug effects
- Substance Withdrawal Syndrome/genetics
- Substance Withdrawal Syndrome/metabolism
- Epigenesis, Genetic/drug effects
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Affiliation(s)
- Érika Kestering-Ferreira
- School of Medicine, Brain Institute of Rio Grande do Sul, Developmental Cognitive Neuroscience Lab, Pontifical Catholic University of Rio Grande do Sul (PUCRS), Porto Alegre, RS, Brazil
| | | | - Francisco Sindermann Lumertz
- School of Medicine, Brain Institute of Rio Grande do Sul, Developmental Cognitive Neuroscience Lab, Pontifical Catholic University of Rio Grande do Sul (PUCRS), Porto Alegre, RS, Brazil
| | - Pedro Henrique Gobira
- Translational Neuropsychiatry Unit, Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Rodrigo Orso
- Department of Pharmacological and Biomolecular Sciences, University of Milan, Milan, Italy
| | - Rodrigo Grassi-Oliveira
- School of Medicine, Brain Institute of Rio Grande do Sul, Developmental Cognitive Neuroscience Lab, Pontifical Catholic University of Rio Grande do Sul (PUCRS), Porto Alegre, RS, Brazil; Translational Neuropsychiatry Unit, Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Thiago Wendt Viola
- School of Medicine, Brain Institute of Rio Grande do Sul, Developmental Cognitive Neuroscience Lab, Pontifical Catholic University of Rio Grande do Sul (PUCRS), Porto Alegre, RS, Brazil.
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2
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Cruz-Cruz C, Bustos-Gamiño M, Villatoro-Velázquez J, Henson RM, Prado-Galbarro FJ, Sanchez-Piedra C, López-Pérez L, Gutiérrez-López MDL, Amador-Buenabad N, Astudillo-García CI. Associated factors to non-medical and medical use of psychoactive medication among Mexican adolescents and adults in a national household survey. J Am Pharm Assoc (2003) 2024; 64:102056. [PMID: 38401839 DOI: 10.1016/j.japh.2024.102056] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2023] [Revised: 02/12/2024] [Accepted: 02/16/2024] [Indexed: 02/26/2024]
Abstract
BACKGROUND Non-medical use of psychoactive medication is a public health problem. Studies in other contexts indicate that individual sociodemographic characteristics are associated with non-medical use, but these associations have not been assessed in the Mexican context. OBJECTIVES To estimate the prevalence non-medical and medical use of psychoactive medication among Mexican adolescents and adults' medication users and to estimate the associations between sociodemographic characteristics and non-medical use of psychoactive medication, using data from a nationally representative sample. METHODS Secondary analysis of data collected from the National Survey of Drug, Alcohol, and Tobacco Consumption (ENCODAT) 2016 to 2017. The analytical sample included people aged 12 to 65 years. The sample was stratified into two age categories: adolescents (12-17 years) and adults (18-65 years). Sub-analyses were performed to describe prevalence of use and non-medical use of psychoactive medication at the state-level. Descriptive statistics and multinomial logistic regression models were used to estimate associations between sociodemographic characteristics and medical, non-medical, and non-use of psychoactive medication in adolescents and adults. RESULTS Among Mexican medication users in 2016, the national prevalence of non-medical use of psychoactive drugs was 19.6%; 22.2% among adolescents and 19.4% among adults. States adjacent to the US-Mexico border reported the highest levels of non-medical use of psychoactive medication. Illicit drug consumption was associated with non-medical use. Sociodemographic characteristics associated with non-medical use varied between adolescents and adults. CONCLUSIONS There is a high proportion of non-medical use of psychoactive drugs among Mexican medication users, especially among young people. Understanding factors associated with the misuse of psychoactive medications in Mexico can inform policy for prevention and treatment.
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3
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McHugh RK, Korte FM, Bichon JA, Weiss RD. Gender differences in the prevalence of stimulant misuse in the United States: 2015-2019. Am J Addict 2024; 33:283-289. [PMID: 37924248 PMCID: PMC11032236 DOI: 10.1111/ajad.13501] [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: 07/28/2023] [Revised: 09/29/2023] [Accepted: 10/21/2023] [Indexed: 11/06/2023] Open
Abstract
BACKGROUND AND OBJECTIVES The gender gap in prevalence of substance-use disorders has narrowed. However, gender differences in stimulant misuse have not been well-characterized in recent years. The aim of this study was to quantify gender differences in past-year stimulant misuse and stimulant-use disorder, separated by stimulant type (cocaine/crack, prescription stimulants, and methamphetamine). In an exploratory aim, we investigated whether gender differences were moderated by age or sexual orientation. METHODS We combined data from the National Survey on Drug Use and Health from 2015 to 2019 (unweighted N = 282,768) to test gender differences in the prevalence of past-year stimulant misuse. RESULTS Results indicated that stimulant misuse was significantly more prevalent in men than women for all stimulant types for both past-year use and past-year use disorder. The magnitude of this sex difference was smallest for prescription stimulants, where men had 1.37 times higher odds of past-year misuse and no gender difference was observed in the prevalence of prescription stimulant-use disorder. The magnitude of gender differences also varied based on both age and sexual orientation. CONCLUSIONS AND SCIENTIFIC SIGNIFICANCE Illicit stimulant misuse continues to be more common in men than in women; however, gender differences are more modest for prescription stimulant misuse, suggesting a narrowing of this historical gender difference.
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Affiliation(s)
- R. Kathryn McHugh
- Division of Alcohol, Drugs and Addiction, McLean Hospital, Belmont, MA, USA
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
| | - Francesca M. Korte
- Division of Alcohol, Drugs and Addiction, McLean Hospital, Belmont, MA, USA
| | - Juliette A. Bichon
- Division of Alcohol, Drugs and Addiction, McLean Hospital, Belmont, MA, USA
| | - Roger D. Weiss
- Division of Alcohol, Drugs and Addiction, McLean Hospital, Belmont, MA, USA
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
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4
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Thiessen KA, Dilg C, Schütz CG. Blood Oxygenation and Heart Rate Changes After Diamorphine Intravenous Injection During Opioid Agonist Treatment for Outpatients With Heroin Dependence. J Addict Med 2024; 18:188-190. [PMID: 38126706 DOI: 10.1097/adm.0000000000001257] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2023]
Abstract
OBJECTIVES More than 60 million people use opioids each year, and many countries have declared an opioid overdose crisis. Heroin, one of the most commonly used opioids, has depressant effects on autonomic functioning; however, few studies have been able to examine the effects of heroin or its pharmaceutically prepared equivalent, diamorphine, in human clinical populations. The present study examined heart rate and oxygen saturation in the minutes immediately after acute diamorphine administration in outpatients with heroin dependence. METHODS The sample was a subset of participants (N = 36) in the German Project of Heroin Assisted Treatment of Opiate Dependent Patients Trial in Bonn, Germany. Patients were given 3 daily doses of intravenous diamorphine. Doses were determined on an individual basis by study physicians. Pulse oximetry was recorded at baseline and at 30-second intervals from 0 to 450 seconds after diamorphine administration. RESULTS Heart rate was significantly higher than baseline at 30 seconds after diamorphine administration and significantly lower than baseline at 270 seconds onward. Oxygen saturation was significantly lower than baseline at 60 seconds onward. CONCLUSIONS Results are consistent with other studies in which depressant effects of opioids were observed. Our findings suggest that even therapeutic doses of diamorphine may have rapid and significant-predominantly depressant-effects on oxygenation and heart rate in populations that frequently use opioids. Monitoring of potential adverse opioid effects would be beneficial even in populations presumed to have developed physiological tolerance.
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Affiliation(s)
- Karina A Thiessen
- From the Department of Psychiatry, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada (KAT, CGS); Department of Psychiatry and Psychotherapy, Universitätsklinikum Bonn, Bonn, Germany (CD); and British Columbia Mental Health and Substance Use Disorders, Provincial Health Services Authority, BC, Canada (CGS)
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5
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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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6
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Falconnier C, Caparros-Roissard A, Decraene C, Lutz PE. Functional genomic mechanisms of opioid action and opioid use disorder: a systematic review of animal models and human studies. Mol Psychiatry 2023; 28:4568-4584. [PMID: 37723284 PMCID: PMC10914629 DOI: 10.1038/s41380-023-02238-1] [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: 12/20/2022] [Revised: 08/17/2023] [Accepted: 08/24/2023] [Indexed: 09/20/2023]
Abstract
In the past two decades, over-prescription of opioids for pain management has driven a steep increase in opioid use disorder (OUD) and death by overdose, exerting a dramatic toll on western countries. OUD is a chronic relapsing disease associated with a lifetime struggle to control drug consumption, suggesting that opioids trigger long-lasting brain adaptations, notably through functional genomic and epigenomic mechanisms. Current understanding of these processes, however, remain scarce, and have not been previously reviewed systematically. To do so, the goal of the present work was to synthesize current knowledge on genome-wide transcriptomic and epigenetic mechanisms of opioid action, in primate and rodent species. Using a prospectively registered methodology, comprehensive literature searches were completed in PubMed, Embase, and Web of Science. Of the 2709 articles identified, 73 met our inclusion criteria and were considered for qualitative analysis. Focusing on the 5 most studied nervous system structures (nucleus accumbens, frontal cortex, whole striatum, dorsal striatum, spinal cord; 44 articles), we also conducted a quantitative analysis of differentially expressed genes, in an effort to identify a putative core transcriptional signature of opioids. Only one gene, Cdkn1a, was consistently identified in eleven studies, and globally, our results unveil surprisingly low consistency across published work, even when considering most recent single-cell approaches. Analysis of sources of variability detected significant contributions from species, brain structure, duration of opioid exposure, strain, time-point of analysis, and batch effects, but not type of opioid. To go beyond those limitations, we leveraged threshold-free methods to illustrate how genome-wide comparisons may generate new findings and hypotheses. Finally, we discuss current methodological development in the field, and their implication for future research and, ultimately, better care.
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Affiliation(s)
- Camille Falconnier
- Centre National de la Recherche Scientifique, Université de Strasbourg, Institut des Neurosciences Cellulaires et Intégratives UPR 3212, 67000, Strasbourg, France
| | - Alba Caparros-Roissard
- Centre National de la Recherche Scientifique, Université de Strasbourg, Institut des Neurosciences Cellulaires et Intégratives UPR 3212, 67000, Strasbourg, France
| | - Charles Decraene
- Centre National de la Recherche Scientifique, Université de Strasbourg, Institut des Neurosciences Cellulaires et Intégratives UPR 3212, 67000, Strasbourg, France
- Centre National de la Recherche Scientifique, Université de Strasbourg, Laboratoire de Neurosciences Cognitives et Adaptatives UMR 7364, 67000, Strasbourg, France
| | - Pierre-Eric Lutz
- Centre National de la Recherche Scientifique, Université de Strasbourg, Institut des Neurosciences Cellulaires et Intégratives UPR 3212, 67000, Strasbourg, France.
- Douglas Mental Health University Institute, Montreal, QC, Canada.
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7
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Paschen-Wolff M, Greenfield SF, Kathryn McHugh R, Burlew K, Pavlicova M, Choo TH, Barbosa-Leiker C, Ruglass LM, Mennenga S, Rotrosen J, Nunes EV, Campbell ANC. Clinical and psychosocial outcomes by sex among individuals prescribed buprenorphine-naloxone (BUP-NX) or extended-release naltrexone (XR-NTX) for opioid use disorder. Am J Addict 2023; 32:584-592. [PMID: 37583120 PMCID: PMC10841329 DOI: 10.1111/ajad.13463] [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: 04/17/2023] [Revised: 07/18/2023] [Accepted: 08/05/2023] [Indexed: 08/17/2023] Open
Abstract
BACKGROUND AND OBJECTIVES Limited research has explored sex differences in opioid use disorder medication (MOUD) treatment outcomes. The purpose of this study was to examine MOUD initiation onto buprenorphine-naloxone (BUP-NX) versus extended-release naltrexone (XR-NTX) by sex, and sex differences in clinical and psychosocial outcomes. METHODS Using data from a 24-week open-label comparative effectiveness trial of BUP-NX or XR-NTX, this study examined MOUD initiation (i.e., receiving a minimum one XR-NTX injection or first BUP-NX dose) and 24-week self-report outcomes. We used regression models to estimate the probability of MOUD initiation failure among the intent-to-treat sample (N = 570), and the main and interaction effects of sex on outcomes of interest among the subsample of participants who successfully initiated MOUD (n = 474). RESULTS In the intent-to-treat sample, the odds of treatment initiation failure were not significantly different by sex. In the subsample of successful MOUD initiates, the effect of treatment on employment at week 24 was significantly moderated by sex (p = .003); odds of employment were not significantly different among males by MOUD type; females randomized to XR-NTX versus BUP-NX had 4.63 times greater odds of employment (p < .001). Males had significantly lower odds of past 30-day exchanging sex for drugs versus females (adjusted odds ratios [aOR] = 0.10, p = .004), controlling for treatment and baseline outcomes. DISCUSSION AND CONCLUSIONS Further research should explore how to integrate employment support into OUD treatment to improve patient outcomes, particularly among women. SCIENTIFIC SIGNIFICANCE The current study addressed gaps in the literature by examining sex differences in MOUD initiation and diverse treatment outcomes in a large, national sample.
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Affiliation(s)
- Margaret Paschen-Wolff
- Columbia University Irving Medical Center, Department of Psychiatry and New York State Psychiatric Institute, Division on Substance Use Disorders, 1051 Riverside Drive, Unit 120, New York, NY 10032
| | - Shelly F. Greenfield
- McLean Hospital, 115 Mill Street, Belmont, MA 02478
- Harvard Medical School, Department of Psychiatry, 25 Shattuck St. Boston, MA 02115
| | - R. Kathryn McHugh
- McLean Hospital, 115 Mill Street, Belmont, MA 02478
- Harvard Medical School, Department of Psychiatry, 25 Shattuck St. Boston, MA 02115
| | - Kathleen Burlew
- University of Cincinnati, College of Arts & Sciences, Department of Psychology, 155 B Arts & Sciences Hall, Cincinnati, OH 45221
| | - Martina Pavlicova
- Department of Biostatistics, Columbia University Mailman School of Public Health, 722 West 168 Street, New York, NY
| | - Tse-Hwei Choo
- Mental Health Data Science Division, New York State Psychiatric Institute and Columbia University, 1051 Riverside Drive, New York, NY
| | | | - Lesia M. Ruglass
- City College of New York, Department of Psychology, 160 Convent Avenue New York, NY 10031
| | - Sarah Mennenga
- New York University Grossman School of Medicine, Department of Psychiatry, 550 1 Avenue, New York, NY 10016
| | - John Rotrosen
- New York University Grossman School of Medicine, Department of Psychiatry, One Park Avenue, 8 Floor, New York, NY 10016
| | - Edward V. Nunes
- Columbia University Irving Medical Center, Department of Psychiatry and New York State Psychiatric Institute, Division on Substance Use Disorders, 1051 Riverside Drive, Unit 120, New York, NY 10032
| | - Aimee N. C. Campbell
- Columbia University Irving Medical Center, Department of Psychiatry and New York State Psychiatric Institute, Division on Substance Use Disorders, 1051 Riverside Drive, Unit 120, New York, NY 10032
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8
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Butelman ER, Huang Y, Epstein DH, Shaham Y, Goldstein RZ, Volkow ND, Alia-Klein N. Overdose mortality rates for opioids and stimulant drugs are substantially higher in men than in women: state-level analysis. Neuropsychopharmacology 2023; 48:1639-1647. [PMID: 37316576 PMCID: PMC10517130 DOI: 10.1038/s41386-023-01601-8] [Citation(s) in RCA: 14] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/10/2023] [Revised: 04/25/2023] [Accepted: 05/01/2023] [Indexed: 06/16/2023]
Abstract
Drug overdoses from opioids and stimulants are a major cause of mortality in the United States. It is unclear if there are stable sex differences in overdose mortality for these drugs across states, whether these differ across the lifespan, and if so, whether they can be accounted for by different levels of drug misuse. This was a state-level analysis of epidemiological data on overdose mortality, across 10-year age bins (age range: 15-74), using the CDC WONDER platform for decedents in the United States in 2020-1. The outcome measure was rate of overdose death (per 100,000) for: synthetic opioids (e.g., fentanyl), heroin, psychostimulants with potential for misuse (e.g., methamphetamine), and cocaine. Multiple linear regressions controlled for ethnic-cultural background, household net worth, and sex-specific rate of misuse (from NSDUH, 2018-9). For all these drug categories, males had greater overall overdose mortality than females, after controlling for rates of drug misuse. The mean male/female sex ratio of mortality rate was relatively stable across jurisdictions: synthetic opioids (2.5 [95% CI, 2.4-7]), heroin, (2.9 [95% CI, 2.7-3.1], psychostimulants (2.4 [95% CI, 2.3-5]), and cocaine (2.8 [95% CI, 2.6-9]). With data stratified in 10-year age bins, the sex difference generally survived adjustment (especially in the 25-64 age range). Results indicate that males are significantly more vulnerable than females to overdose deaths caused by opioid and stimulant drugs, taking into account differing state-level environmental conditions and drug misuse levels. These results call for research into diverse biological, behavioral, and social factors that underlie sex differences in human vulnerability to drug overdose.
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Affiliation(s)
- Eduardo R Butelman
- Neuropsychoimaging of Addiction and Related Conditions Research Program, Departments of Psychiatry and Neuroscience Icahn School of Medicine at Mount Sinai, New York, NY, USA.
| | - Yuefeng Huang
- Neuropsychoimaging of Addiction and Related Conditions Research Program, Departments of Psychiatry and Neuroscience Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | | | - Yavin Shaham
- National Institute on Drug Abuse (NIDA), Baltimore, MD, USA
| | - Rita Z Goldstein
- Neuropsychoimaging of Addiction and Related Conditions Research Program, Departments of Psychiatry and Neuroscience Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Nora D Volkow
- National Institute on Drug Abuse (NIDA), Baltimore, MD, USA
| | - Nelly Alia-Klein
- Neuropsychoimaging of Addiction and Related Conditions Research Program, Departments of Psychiatry and Neuroscience Icahn School of Medicine at Mount Sinai, New York, NY, USA
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9
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McKnight ER, Gardner SM, Cottrill AC, Levy CB, Bonny AE. Trauma and Resilience in Adolescents and Young Adults With Opioid Use and Eating Disorders. Clin Pediatr (Phila) 2023; 62:856-861. [PMID: 37326039 DOI: 10.1177/00099228231181742] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/17/2023]
Abstract
Substance use disorders and feeding and eating disorders (FEDs) often manifest in early adolescence, are difficult to treat, and tend to co-occur. Despite their co-occurrence, little is known about their shared risk factors. A cross-sectional study was conducted to compare standardized measures of adverse childhood experiences (ACEs) and protective factors among 90 adolescents and young adults seeking outpatient treatment for either opioid use disorder (OUD) or an FED. These were assessed using the Modified Adverse Childhood Experience Survey and Southern Kennebec Healthy Start Resilience Survey. Reported ACEs were high in both groups compared with the national average, and those with OUD were more likely to endorse ≥4 resilience factors. Meanwhile, the prevalence of emotional neglect, household mental illness, and peer victimization/isolation/rejection was similar between groups. Opioid use disorder patients were also less likely to endorse ≥9 resilience factors. Health providers should be mindful to assess for trauma and resiliency in both these populations.
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Affiliation(s)
- Erin R McKnight
- Division of Adolescent Medicine, Nationwide Children's Hospital, Columbus, OH, USA
- The Ohio State University College of Medicine, Columbus, OH, USA
| | - Spencer M Gardner
- The Ohio State University College of Medicine, Columbus, OH, USA
- The Abigail Wexner Research Institute, Nationwide Children's Hospital, Columbus, OH, USA
| | - Andrew C Cottrill
- The Abigail Wexner Research Institute, Nationwide Children's Hospital, Columbus, OH, USA
- Joan C. Edwards School of Medicine, Marshall University, Huntington, WV, USA
| | - Casey B Levy
- Division of Adolescent Medicine, Nationwide Children's Hospital, Columbus, OH, USA
- The Ohio State University College of Medicine, Columbus, OH, USA
| | - Andrea E Bonny
- Division of Adolescent Medicine, Nationwide Children's Hospital, Columbus, OH, USA
- The Ohio State University College of Medicine, Columbus, OH, USA
- The Abigail Wexner Research Institute, Nationwide Children's Hospital, Columbus, OH, USA
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10
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Parisi A, Zgierska AE, Burzinski CA, Lennon RP, Jamison RN, Nakamura Y, Barrett B, Edwards RR, Garland EL. To be aware, or to accept, that is the question: Differential roles of awareness of automaticity and pain acceptance in opioid misuse. Drug Alcohol Depend 2023; 247:109890. [PMID: 37167796 PMCID: PMC10714486 DOI: 10.1016/j.drugalcdep.2023.109890] [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: 02/28/2023] [Revised: 04/08/2023] [Accepted: 04/17/2023] [Indexed: 05/13/2023]
Abstract
BACKGROUND Individuals with chronic low back pain (CLBP) are commonly prescribed long-term opioid therapy (LTOT) for analgesia, placing this population at increased risk for opioid misuse and opioid use disorder. Acceptance of aversive experiences (e.g., chronic pain) and awareness of automatic thoughts and behaviors (i.e., automaticity) are two facets of dispositional mindfulness that may serve as protective mechanisms against opioid misuse risk. Therefore, the aim of the current study was to examine the differential contributions of these constructs to opioid misuse risk among adults with CLBP receiving LTOT. METHODS Data were obtained from a sample of 770 adults with opioid-treated CLBP. Bivariate correlations and hierarchical linear regression analyses were used to determine whether chronic pain acceptance and awareness of automatic thoughts and behaviors explained a statistically significant portion of variance in opioid misuse risk after accounting for the effects of other relevant confounders. RESULTS Hierarchical regression results revealed that chronic pain acceptance and awareness of automatic thoughts and behaviors contributed a significant portion in the variance of opioid misuse risk. Awareness of automatic thoughts and behaviors was negatively associated with opioid misuse risk, such that individuals with lower levels of awareness of automaticity were at higher risk of opioid misuse. By contrast, pain acceptance was not associated with opioid misuse. CONCLUSIONS Findings suggest that awareness of automaticity may buffer against opioid misuse risk. Interventions designed to strengthen awareness of automaticity (e.g., mindfulness-based interventions) might be especially efficacious among this population.
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Affiliation(s)
- Anna Parisi
- University of Utah, Center on Mindfulness and Integrative Health Intervention Development, College of Social Work, 395 1500 E, Salt Lake City, UT84112, United States
| | - Aleksandra E Zgierska
- Pennsylvania State University College of Medicine Department of Family and Community Medicine, 90 Hope Drive, Hershey, PA17033, United States
| | - Cindy A Burzinski
- University of Wisconsin-Madison, School of Medicine and Public Health, Department of Family Medicine and Community Health, 1100 Delaplaine Court, Madison, WI53715, United States
| | - Robert P Lennon
- Pennsylvania State University College of Medicine Department of Family and Community Medicine, 90 Hope Drive, Hershey, PA17033, United States
| | - Robert N Jamison
- Harvard Medical School, Brigham and Women's Hospital, Departments of Anesthesiology, Perioperative and Pain Medicine and Psychiatry, 850 Boylston Street, Chestnut Hill, MA02467, United States
| | - Yoshio Nakamura
- University of Utah School of Medicine, Department of Anesthesiology, Division of Pain Medicine, Pain Research Center, 615 Arapeen Drive, Suite 200, Salt Lake City, UT84108, United States
| | - Bruce Barrett
- University of Wisconsin-Madison, School of Medicine and Public Health, Department of Family Medicine and Community Health, 1100 Delaplaine Court, Madison, WI53715, United States
| | - Robert R Edwards
- Harvard Medical School, Brigham and Women's Hospital, Departments of Anesthesiology, Perioperative and Pain Medicine and Psychiatry, 850 Boylston Street, Chestnut Hill, MA02467, United States
| | - Eric L Garland
- University of Utah, Center on Mindfulness and Integrative Health Intervention Development, College of Social Work, 395 1500 E, Salt Lake City, UT84112, United States.
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Hua Y, Shi G, Zheng X, Huang C, Xu Y, Huang G, Wang W, Lu C, Guo L. Sex differences in the associations of non-medical use of prescription drugs with depressive and anxiety symptoms among undergraduates in China. J Affect Disord 2023; 332:254-261. [PMID: 37031877 DOI: 10.1016/j.jad.2023.04.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/02/2022] [Revised: 03/06/2023] [Accepted: 04/03/2023] [Indexed: 04/11/2023]
Abstract
BACKGROUND Non-medical use of prescription drugs (NMUPD) and their association with depression and anxiety are becoming global concerns. Biological sex may introduce differential exposure to NMUPD or depressive/anxiety symptoms. However, few studies have investigated the potential sex differences in the associations of NMUPD with depressive/anxiety symptoms. METHODS Data were drawn from the 2019 School-based Chinese College Students Health Survey. A total of 30,039 undergraduates (mean age: 19.8 [SD: 1.3] years) from sixty universities/colleges in China completed standard questionnaires and were included in the study (response rate: 97.7 %). RESULTS In the final adjusted model, non-medical use of opioids (experimenters: β = 1.10, [95 % CI, 0.62 to 1.57]) or sedatives (frequent users: β = 2.98, [95 % CI, 0.70 to 5.26]) was associated with depressive symptoms, while non-medical use of opioids (frequent users: β = 1.37, [95 % CI, 0.32 to 2.42]) or sedatives (frequent users: β = 1.19, [95 % CI, 0.35 to 2.03]) was also associated with anxiety symptoms. Sex-stratified analyses indicated that lifetime opioids misuse was associated with depressive symptoms in both sexes but with anxiety symptoms only in males (β = 0.39, [95 % CI, 0.09 to 0.70]). The association of lifetime sedative misuse with depressive symptoms was greater in males, while the significant association with anxiety symptoms remained only in female (β = 0.52, [95 % CI, 0.14 to 0.91]). LIMITATIONS Causal inference cannot be made due to the cross-sectional nature of the data. CONCLUSIONS Our study suggests NMUPD is associated with depressive and anxiety symptoms among Chinese undergraduates, and the associations may differ by sex.
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Affiliation(s)
- Yilin Hua
- Department of Medical Statistics and Epidemiology, School of Public Health, Sun Yat-sen University, Guangzhou 510080, People's Republic of China
| | - Guangduoji Shi
- Department of Medical Statistics and Epidemiology, School of Public Health, Sun Yat-sen University, Guangzhou 510080, People's Republic of China
| | - Xinyu Zheng
- Department of Medical Statistics and Epidemiology, School of Public Health, Sun Yat-sen University, Guangzhou 510080, People's Republic of China
| | - Cuihong Huang
- Department of Medical Statistics and Epidemiology, School of Public Health, Sun Yat-sen University, Guangzhou 510080, People's Republic of China
| | - Yan Xu
- Center for ADR Monitoring of Guangdong, Guangzhou 510080, People's Republic of China
| | - Guoliang Huang
- Center for ADR Monitoring of Guangdong, Guangzhou 510080, People's Republic of China
| | - Wanxin Wang
- Department of Medical Statistics and Epidemiology, School of Public Health, Sun Yat-sen University, Guangzhou 510080, People's Republic of China
| | - Ciyong Lu
- Department of Medical Statistics and Epidemiology, School of Public Health, Sun Yat-sen University, Guangzhou 510080, People's Republic of China.
| | - Lan Guo
- Department of Medical Statistics and Epidemiology, School of Public Health, Sun Yat-sen University, Guangzhou 510080, People's Republic of China.
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Badour CL, Flores J, Hood CO, Jones AC, Brake CA, Tipsword JM, Penn CJ, McCann JP. Concurrent and proximal associations among PTSD symptoms, prescription opioid use, and co-use of other substances: Results from a daily monitoring study. PSYCHOLOGICAL TRAUMA : THEORY, RESEARCH, PRACTICE AND POLICY 2023; 15:367-376. [PMID: 35901427 PMCID: PMC10157500 DOI: 10.1037/tra0001303] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
OBJECTIVE Posttraumatic stress disorder (PTSD) and nonmedical prescription opioid use (NMPOU) are linked. Much of the research documenting this association uses cross-sectional or longitudinal designs that describe patterns of use over extended intervals. The present study used a daily monitoring design to examine how daily fluctuations in PTSD symptoms predicted patterns of prescription opioid use (both medical and nonmedical) and co-use of other substances. This approach has distinct advantages for understanding proximal temporal relations between PTSD symptom variation and substance use patterns. METHOD Forty adults with clinical or subclinical PTSD and past-month NMPOU completed daily measures of PTSD symptoms, physical pain, prescription opioid use, and other substance use for 28 days using a smartphone application. RESULTS Same day co-use of prescription opioids and at least one other substance was common. Higher-than-typical PTSD symptoms on a given day (within-person) was associated with an increased likelihood of reporting NMPOU (overall and with co-use of one or more additional substances) on the same day. This association was specific to PTSD alterations in arousal and reactivity symptoms (Criteria E). Neither total PTSD symptoms nor individual PTSD symptom clusters prospectively predicted next-day prescription opioid use (overall or with co-use). Use of prescription opioids also did not predict next-day PTSD symptom severity. CONCLUSION This is the first study to demonstrate positive associations between day-to-day fluctuations in PTSD symptoms and NMPOU. Results from the current study also highlight the importance of examining polysubstance use patterns among individuals with PTSD who use prescription opioids. (PsycInfo Database Record (c) 2023 APA, all rights reserved).
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Burden of disease due to amphetamines, cannabis, cocaine, and opioid use disorders in South America, 1990-2019: a systematic analysis of the Global Burden of Disease Study 2019. Lancet Psychiatry 2023; 10:85-97. [PMID: 36697127 PMCID: PMC9870787 DOI: 10.1016/s2215-0366(22)00339-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/07/2022] [Revised: 09/12/2022] [Accepted: 09/16/2022] [Indexed: 01/25/2023]
Abstract
BACKGROUND South America's substance use profile, poverty, income inequality, and cocaine-supplier role make it a unique place for substance use research. This study investigated the burden of disease attributable to amphetamine use disorder, cannabis use disorder (CAD), cocaine use disorder, and opioid use disorder (OUD) in South America from 1990 to 2019, on the basis of the Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) 2019. METHODS GBD 2019 estimated the incidence, prevalence, mortality, years of life lost (YLL), years of life lived with disability (YLD), and disability-adjusted life-years (DALYs) due to substance use disorders in each of the 12 South American countries (Argentina, Bolivia, Brazil, Chile, Colombia, Ecuador, Guyana, Paraguay, Peru, Suriname, Uruguay, and Venezuela). Data were modelled using standardised tools (ie, the Cause of Death Ensemble model, spatio-temporal Gaussian process regression, and disease modelling meta-regression) to generate estimates of each quantity of interest by sex, location, and year. The analysis included comparisons by sex and country, and against regional and global estimates. FINDINGS In 2019, the highest amphetamine use disorder burden per 100 000 population in South America was in Peru (66 DALYs). CAD DALY rates per 100 000 in South America were stable between 1990 and 2019, except in Chile and Colombia, which had the highest rates in 2019 (19 DALYs for Chile and 18 DALYs for Colombia). OUD DALYs per 100 000 increased during the period in Brazil and Peru, which in 2019 had the highest rates in South America (82 DALYs for Brazil and 70 DALYs for Peru). In 2019, Brazil had the highest cocaine use disorder DALYs per 100 000 (45 DALYs), nearly double its rate in 1990. DALY rates were higher in males than females for each substance use disorder, except in Paraguay. The overall burden of substance use disorders was higher in males than in females, mainly because of cocaine use disorder and CAD, whereas for amphetamine use disorder, the difference between sexes was minimal, and for OUD there was no difference. For males and females, the highest rate of substance use disorders DALYs per 100 000 was for OUD except in Argentina (in males, 58 DALYs for cocaine use disorder vs 52 DALYs for OUD) and in Paraguay (in females, 77 for amphetamine use disorder vs 50 for OUD). CAD DALY rates were generally the lowest among the substance use disorders for males and females. Amphetamine use disorder YLD rates were reasonably stable throughout the period and were highest in Peru, Paraguay, and Uruguay (>40 YLD per 100 000). For CAD, YLD rates were stable in all countries except Chile and Colombia. Cocaine use disorder YLD rates per 100 000 for the top four countries (Argentina, Uruguay, Chile, and Brazil) increased from 1990 to 2010 (eg, from 19 to 33 in Brazil), but decreased between 2010 and 2019 (eg, from 36 to 31 in Chile). For OUD, YLD rates showed a slight increase in most countries apart from Brazil, which increased from 52 in 1990 to 80 in 2019 and was top among the countries. Amphetamine use disorder YLL rates per 100 000 were highest in Suriname and Peru during the period, although in Suriname it increased from 2·7 in 2010 to 3·2 in 2019, whereas in Peru it decreased from 2·1 to 1·7. The highest YLL rate for cocaine use disorder was in Brazil, which increased from 3·7 in 1990 to 18·1 in 2019. Between 2000 and 2019, Chile and Uruguay showed the highest OUD YLL rates (11·6 for Chile and 10·9 for Uruguay). A high incidence of CAD was found in Chile, Colombia, Guyana, and Suriname. There were high incidences of amphetamine use disorder in Paraguay, cocaine use disorder in Argentina, and OUD in Ecuador. A decrease in annual prevalence for substance use disorders during the period was observed in Venezuela (amphetamine use disorder, CAD, and OUD), Brazil (CAD and amphetamine use disorder), Colombia (amphetamine use disorder and cocaine use disorder), Peru (amphetamine use disorder and cocaine use disorder), Chile and Suriname (amphetamine use disorder), Uruguay (CAD), and Bolivia (OUD). Overall, the cocaine use disorder burden stabilised then decreased. OUD was less prevalent than other substance use disorders but its burden was the highest. INTERPRETATION The decrease in the burden of cocaine use disorder probably reflects the success of national standardised treatment programmes. Programmes for amphetamine use disorder, CAD, and OUD management should be improved. We did not find an increase in CAD burden in Uruguay, the country with the highest degree of cannabis decriminalisation in the region. Countries in South America should improve monitoring of substance use disorders, including regular surveys to provide more accurate data on which to base policy decisions. FUNDING The Bill & Melinda Gates Foundation.
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Paschen-Wolff MM, Kidd JD, Paine EA. The State of the Research on Opioid Outcomes Among Lesbian, Gay, Bisexual, Transgender, Queer, and Other Sexuality- and Gender-Diverse Populations: A Scoping Review. LGBT Health 2023; 10:1-17. [PMID: 36318023 PMCID: PMC10081720 DOI: 10.1089/lgbt.2022.0036] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
Abstract
Purpose: Research on opioid misuse, opioid use disorder (OUD), and overdose (i.e., opioid outcomes) among lesbian, gay, bisexual, transgender, queer, and other populations within the LGBTQ umbrella (LGBTQ+) remains sparse. The purpose of this scoping review was to characterize the state of the research on opioid outcomes among LGBTQ+ populations, and identify gaps in the extant literature and areas for future research. Methods: We conducted a scoping review of peer-reviewed, English language articles published between 2011 and 2020 that examined opioid outcomes among LGBTQ+ populations in the CINAHL, Embase, PubMed, and PsycINFO databases. We extracted data from articles that focused on opioid outcomes within their specific aims or purpose. We include a general summary for articles that secondarily described opioid outcomes among LGBTQ+ populations. Results: Of 113 published studies that examined opioid outcomes among LGBTQ+ populations, 10% (n = 11) were specifically designed to focus on this topic. Across studies, bisexual populations, particularly women, were at highest risk for opioid misuse and OUD. Few studies examined opioid outcomes by more than one dimension of sexual orientation (n = 3, 27%), race and/or ethnicity (n = 3, 27%), or age (n = 5, 45%). Only two included transgender or gender diverse samples; only one explicitly measured gender identity. Conclusions: Future research is needed to understand the impact of the opioid epidemic on LGBTQ+ people, particularly transgender and other gender diverse individuals, and the intersectional role of race, ethnicity, and age in opioid disparities among LGBTQ+ individuals. Additional research could contribute to the development of much-needed affirming OUD treatment and other services for LGBTQ+ people.
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Affiliation(s)
- Margaret M. Paschen-Wolff
- Division on Substance Use Disorders, Department of Psychiatry, Columbia University Irving Medical Center at New York State Psychiatric Institute, New York, New York, USA
| | - Jeremy D. Kidd
- Division on Substance Use Disorders, Department of Psychiatry, Columbia University Irving Medical Center at New York State Psychiatric Institute, New York, New York, USA
| | - Emily Allen Paine
- HIV Center for Clinical and Behavioral Studies, Division of Gender, Sexuality, and Health, Department of Psychiatry, New York State Psychiatric Institute and Columbia University, New York, New York, USA
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Paola AD, Taweh N, Biondi BE, Foray A, Frank CA, Shaw A, Springer SA. Gender differences among persons entering medication treatment for opioid use disorder in the community. Am J Addict 2022; 31:390-395. [PMID: 35652902 PMCID: PMC9463117 DOI: 10.1111/ajad.13304] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2021] [Revised: 05/17/2022] [Accepted: 05/20/2022] [Indexed: 01/30/2023] Open
Abstract
BACKGROUND AND OBJECTIVES We evaluated gender differences among persons initiating medications for opioid use disorder (MOUD). METHODS Analyses of baseline assessments for a study evaluating the impact of MOUD on outcomes included: demographics, DSM-5 diagnoses, depression severity, quality of life (QoL), and medication history (N = 125). RESULTS When compared to men, women had a greater prevalence of generalized anxiety and posttraumatic stress disorders; and worse psychological QoL. Women were less likely to be prescribed psychiatric medications. DISCUSSION AND CONCLUSIONS Women may benefit from tailored multidisciplinary programs with MOUD. SCIENTIFIC SIGNIFICANCE This study identified that women with OUD seeking MOUD in the community had greater sedative hypnotic nonprescribed medication use and psychiatric comorbidity than men, all of which can contribute to poorer retention on MOUD and higher risk of morbidity and mortality. Thus, concurrent psychiatric disorder screening and treatment integrated with MOUD may improve retention on MOUD, opioid relapse and overdose for women.
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Affiliation(s)
- Angela Di Paola
- Department of Internal Medicine, Section of Infectious Diseases, AIDS Program, Yale School of Medicine, New Haven, CT
| | - Noor Taweh
- Department of Internal Medicine, Section of Infectious Diseases, AIDS Program, Yale School of Medicine, New Haven, CT
- University of Connecticut, Storrs, CT
| | - Breanne E. Biondi
- Department of Health Law, Policy, and Management, Boston University School of Public Health, Boston, MA
| | - Ariadna Foray
- Department of Psychiatry, Yale School of Medicine, New Haven, CT
| | - Cynthia A. Frank
- Department of Internal Medicine, Section of Infectious Diseases, AIDS Program, Yale School of Medicine, New Haven, CT
| | - Albert Shaw
- Department of Internal Medicine, Section of Infectious Diseases, AIDS Program, Yale School of Medicine, New Haven, CT
| | - Sandra A. Springer
- Department of Internal Medicine, Section of Infectious Diseases, AIDS Program, Yale School of Medicine, New Haven, CT
- Center for Interdisciplinary Research on AIDS, Yale University School of Public Health, New Haven, CT
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Kendler KS, Lönn SL, Sundquist J, Sundquist K. Predicting the Onset of Opioid Use Disorder in the Swedish General Population. J Stud Alcohol Drugs 2022; 83:332-341. [PMID: 35590173 PMCID: PMC9134993] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/03/2023] Open
Abstract
OBJECTIVE Given the public health importance of opioid use disorder (OUD), we sought to understand better its risk predictors in the Swedish general population. METHOD We examined the Swedish population, born 1950-1970 (n = 2,092,359), and followed through 2018. Using Cox, logistic, and co-sibling models, we explored associations between a wide range of putative risk factors and a first onset of OUD--assessed through medical, criminal, and pharmacy registers--in the entire cohort and in the cohort wherein prior cases of drug use disorder (DUD) were censored. RESULTS OUD was predicted by the following four risk factor domains: (a) externalizing syndromes, especially prior non-opioid DUD; (b) psychopathology; (c) psychosocial factors, including social class and immigrant and marital status; and (d) serious injuries and pain diagnoses. When predicting OUD as the first form of DUD, the importance of pain diagnoses as a predictor increased. Co-sibling analyses suggested that the association of some of these risk factors with OUD onset was likely largely causal, whereas others were a mixture of causal effects and familial confounding. An aggregate risk score from these individual risk factors had reasonable receiver operating characteristic (ROC) curve performance. CONCLUSIONS OUD is a multifactorial syndrome for which risk can be meaningfully predicted by prior externalizing syndromes, internalizing and psychotic psychopathology, indicators of psychosocial status, and predictors of pain diagnoses. Some important differences were seen in the prediction of any OUD onset versus OUD onset as the first form of DUD. Much of the effect of these predictors appear, in co-sibling analyses, to likely reflect causal influences.
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Affiliation(s)
- Kenneth S. Kendler
- Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University, Richmond, Virginia
- Department of Psychiatry, Virginia Commonwealth University, Richmond, Virginia
- Correspondence may be sent to Kenneth S. Kendler at the Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University, Box 980126, Richmond, VA 23298-0126, or via e-mail at:
| | - Sara L. Lönn
- Center for Primary Health Care Research, Lund University, Malmö, Sweden
| | - Jan Sundquist
- Center for Primary Health Care Research, Lund University, Malmö, Sweden
- Department of Family Medicine and Community Health, Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, New York
- Center for Community-based Healthcare Research and Education (CoHRE), Department of Functional Pathology, School of Medicine, Shimane University, Japan
| | - Kristina Sundquist
- Center for Primary Health Care Research, Lund University, Malmö, Sweden
- Department of Family Medicine and Community Health, Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, New York
- Center for Community-based Healthcare Research and Education (CoHRE), Department of Functional Pathology, School of Medicine, Shimane University, Japan
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Werb D, Scheim AI, Soipe A, Aeby S, Rammohan I, Fischer B, Hadland SE, Marshall BDL. Health harms of non-medical prescription opioid use: A systematic review. Drug Alcohol Rev 2022; 41:941-952. [PMID: 35437841 PMCID: PMC9064965 DOI: 10.1111/dar.13441] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2021] [Revised: 01/06/2022] [Accepted: 01/08/2022] [Indexed: 11/30/2022]
Abstract
ISSUES Non-medical prescription opioid use (NMPOU) contributes substantially to the global burden of morbidity. However, no systematic assessment of the scientific literature on the associations between NMPOU and health outcomes has yet been undertaken. APPROACH We undertook a systematic review evaluating health outcomes related to NMPOU based on ICD-10 clinical domains. We searched 13 electronic databases for original research articles until 1 July 2021. We employed an adaptation of the Oxford Centre for Evidence-Based Medicine 'Levels of Evidence' scale to assess study quality. KEY FINDINGS Overall, 182 studies were included. The evidence base was largest on the association between NMPOU and mental and behavioural disorders; 71% (129) studies reported on these outcomes. Less evidence exists on the association of NMPOU with infectious disease outcomes (26; 14%), and on external causes of morbidity and mortality, with 13 (7%) studies assessing its association with intentional self-harm and 1 study assessing its association with assault (<1%). IMPLICATIONS A large body of evidence has identified associations between NMPOU and opioid use disorder as well as on fatal and non-fatal overdose. We found equivocal evidence on the association between NMPOU and the acquisition of HIV, hepatitis C and other infectious diseases. We identified weak evidence regarding the potential association between NMPOU and intentional self-harm, suicidal ideation and assault. DISCUSSION AND CONCLUSIONS Findings may inform the prevention of harms associated with NMPOU, although higher-quality research is needed to characterise the association between NMPOU and the full spectrum of physical and mental health disorders.
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Affiliation(s)
- Dan Werb
- Division of Infectious Diseases and Global Public Health, University of California San Diego, San Diego, USA.,Centre on Drug Policy Evaluation, St. Michael's Hospital, Toronto, Canada
| | - Ayden I Scheim
- Centre on Drug Policy Evaluation, St. Michael's Hospital, Toronto, Canada.,Department of Epidemiology and Biostatistics, Dornsife School of Public Health, Drexel University, Philadelphia, USA
| | - Ayorinde Soipe
- Department of Epidemiology, Brown University School of Public Health, Providence, USA.,Division of Nephrology, Department of Medicine, State University of New York, New York, USA
| | - Samantha Aeby
- Institute for Mental Health Policy Research, Centre for Addiction and Mental Health, Toronto, Canada
| | - Indhu Rammohan
- Centre on Drug Policy Evaluation, St. Michael's Hospital, Toronto, Canada
| | - Benedikt Fischer
- Schools of Population Health and Pharmacy, Faculty of Medical and Health Sciences, University of Auckland, Auckland, New Zealand.,Department of Psychiatry, University of Toronto, Toronto, Canada.,Centre for Applied Research in Mental Health and Addiction, Simon Fraser University, Vancouver, Canada.,Department of Psychiatry, Federal University of Sao Paulo, São Paulo, Brazil
| | - Scott E Hadland
- Grayken Center for Addiction and Department of Pediatrics, Boston Medical Center, Boston, USA.,Division of General Pediatrics, Department of Pediatrics, Boston University School of Medicine, Boston, USA
| | - Brandon D L Marshall
- Department of Epidemiology, Brown University School of Public Health, Providence, USA
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Grant AD, Miller MM, Anastas TM, Quinn P, Lok B, Hirsh AT. Opioid-related risk perceptions in chronic pain: influence of patient gender and previous misuse behaviors. Pain 2022; 163:711-718. [PMID: 34285152 PMCID: PMC8761212 DOI: 10.1097/j.pain.0000000000002412] [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: 02/02/2021] [Accepted: 07/07/2021] [Indexed: 10/20/2022]
Abstract
ABSTRACT Little is known about the factors that influence providers' perceptions of patient risk for aberrant opioid use. Patient gender may interact with previous opioid misuse to influence these perceptions. We asked 131 physicians to view videos and vignettes for 8 virtual patients with chronic pain. Gender (male/female) and previous prescription opioid misuse (present/absent) varied across patients; the vignettes were otherwise balanced on demographic and clinical characteristics. For each patient, providers assessed 4 risk domains: opioid-related adverse events, opioid misuse or abuse, opioid addiction, and opioid diversion. Results indicated a significant gender-by-misuse interaction for risk of opioid misuse orabuse. When previous misuse behaviors were absent, providers rated men at higher risk; there was no gender difference when previous misuse behaviors were present. A significant gender-by-misuse interaction was found for risk of opioid-related adverse events. Providers perceived men to be at higher risk when previous misuse behaviors were absent; there was no gender difference when previous misuse behaviors were present. A significant gender-by-misuse interaction was found for risk of opioid addiction. Providers rated women at higher risk when previous misuse behaviors were present and men at higher risk when previous misuse behaviors were absent. There were significant main effects of gender and misuse for risk of opioid diversion. Providers rated men and those with previous misuse behaviors at higher risk. These results demonstrate that patient gender and previous opioid misuse have unique and interactive effects on provider perceptions of prescription opioid-related risks. Studies are needed to identify the mechanisms underlying these effects, such as gender-based stereotypes about risk-taking and drug abuse.
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Affiliation(s)
- Alexis D. Grant
- Department of Psychology, Indiana University-Purdue University Indianapolis
| | - Megan M. Miller
- Department of Psychology, Indiana University-Purdue University Indianapolis
| | - Tracy M. Anastas
- Department of Psychology, Indiana University-Purdue University Indianapolis
| | - Patrick Quinn
- School of Public Health, Indiana University Bloomington
| | - Benjamin Lok
- Department of Computer and Information Science and Engineering, University of Florida
| | - Adam T. Hirsh
- Department of Psychology, Indiana University-Purdue University Indianapolis
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Medications for opioid use disorder during pregnancy: Access and continuity in a state women's prison facility, 2016-2019. Drug Alcohol Depend 2022; 232:109308. [PMID: 35074696 PMCID: PMC8946772 DOI: 10.1016/j.drugalcdep.2022.109308] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/15/2021] [Revised: 01/11/2022] [Accepted: 01/13/2022] [Indexed: 11/23/2022]
Abstract
BACKGROUND Although medications to treat opioid use disorder (MOUD) are the standard of care during pregnancy, there are many potential gaps in the cascade of care for pregnant people experiencing incarceration. METHODS We conducted a retrospective cohort study of pregnant people with opioid use disorder incarcerated in a Southeastern women's prison from 2016 to 2019. The primary outcomes were access to MOUD during incarceration and continuity in the community. We used descriptive statistics to summarize aspects of our sample and logistic regression to identify predictors of MOUD receipt during incarceration. RESULTS Of the 279 pregnant people with OUD included in the analysis, only 40.1% (n = 112) received MOUD during incarceration, including 67 (59.8%) who received methadone and 45 (40.1%) who received buprenorphine. Less than one-third of the participants were referred to a community MOUD provider (n = 83, 30%) on return to the community. Significant predictors of MOUD receipt included medium/close custody level during incarceration, incarceration during the latter portion of the study period, pre-incarceration heroin use, and receipt of pre-incarceration MOUD. CONCLUSIONS Although prisons can serve as an important site of retention in MOUD for some pregnant people, there were substantial gaps in initiation of MOUD and retention in MOUD among pregnant people with OUD imprisoned in the Southeast during the study period.
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Diagnostic and Predictive Capacity of the Spanish Versions of the Opioid Risk Tool and the Screener and Opioid Assessment for Patients with Pain-Revised: A Preliminary Investigation in a Sample of People with Noncancer Chronic Pain. Pain Ther 2022; 11:493-510. [PMID: 35128624 PMCID: PMC9098780 DOI: 10.1007/s40122-022-00356-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2021] [Accepted: 01/17/2022] [Indexed: 02/05/2023] Open
Abstract
INTRODUCTION Accurate assessment of the risk of opioid abuse and misuse in people with noncancer chronic pain is crucial for their prevention. This study aimed to provide preliminary evidence of the diagnostic and predictive capacity of the Spanish versions of the Opioid Risk Tool (ORT) and the Screener and Opioid Assessment for Patients with Pain-Revised (SOAPP-R). METHODS We used the Current Opioid Misuse Measure (COMM) as criterion measure to assess the capacity of each tool to identify patients misusing opioids at the time of the assessment. Eighteen months later, we used the COMM and the Drug Abuse Screening Test-10 (DAST-10) to assess their predictive capacity. In total, 147 people with noncancer chronic pain participated in the diagnostic study, and 42 in the predictive study. RESULTS Receiver operating curve analysis showed that the SOAPP-R had an excellent capacity to identify participants who were misusing opioids at the time of assessment (area under the curve [AUC] = 0.827). The diagnostic capacity of the ORT was close to acceptable (AUC = 0.649-0.669), whereas its predictive capacity was poor (AUC = 0.522-0.554). The predictive capacity of the SOAPP-R was close to acceptable regarding misuse (AUC = 0.672) and poor regarding abuse (AUC = 0.423). CONCLUSION In the setting of Spanish-speaking communities, clinicians should be cautious when using these instruments to make decisions on opioid administration. Further research is needed on the diagnostic and predictive capacity of the Spanish versions of both instruments.
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Arnarsdottir AY, Johnsen A, Thorsson K, Sigurdardottir S. “Where There Are Stars, There Is Also Darkness”: Young Icelandic Men’s Experience of Prescription Drug Misuse. Am J Mens Health 2022; 16:15579883221074794. [PMID: 35130784 PMCID: PMC8829793 DOI: 10.1177/15579883221074794] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
Misuse of prescription drugs is a public health problem in many places around the world, including Iceland. It is considered most common among 18- to 25-year-olds, various risk factors and motives explain this trend. The purpose of this study was to examine young Icelandic men’s experience of prescription drug misuse. Participants in this study were seven Icelandic males, 18–26 years old, mean age was 20.9. Data were collected through 14 interviews and then processed using a qualitative methodological approach based on Vancouver’s school of phenomenology. The overriding theme of the study “ Where there are stars, there is also darkness” refers to the common thread in participants’ experiences of misuse of prescription drugs that were initially positive but quickly turned negative. Four main themes were identified: influence factors, reasons, onset, and continued drug misuse. The influencing factors were social influence, social group, lack of knowledge, and curiosity. The main reasons for the drug misuse were to suppress distress, improve capacity and efficiency, or have fun and avoid boredom. The onset of prescription drug misuse was characterized by quick fixes, misuse of one’s own medication or medication from a friend/family member. Continued misuse was characterized by a vicious circle, black market, medical visits on false pretenses, and symptoms of dependence and addiction. It is necessary to highlight this public health problem that prescription drug misuse among young Icelandic males appear to be and it needs to be considered as a multifarious problem as the results indicate that its nature is truly complex.
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Affiliation(s)
| | - Arni Johnsen
- Landspitali University Hospital, Reykjavík, Iceland
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22
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Abarno CN, De Leon A, Sharp AG, Moore K, Boothroyd R. The Impact of Traumatic Stress, Social Support, and Substance Problems on Graduation Among Female Offenders in a Prescription Drug Court Program. J Trauma Stress 2022; 35:42-54. [PMID: 33743186 DOI: 10.1002/jts.22672] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/01/2020] [Revised: 01/28/2021] [Accepted: 02/15/2021] [Indexed: 11/08/2022]
Abstract
Trauma exposure and comorbid substance use are highly prevalent among female drug court participants. Despite the pervasiveness of the issue, few studies have investigated the impact of posttraumatic stress symptoms (PTSS) and nonmedical prescription drug use among this specific population. The present study examined the impact of posttraumatic stress, social support, and nonmedical prescription drug use on graduation outcomes among female participants in a specialized drug court program (N = 210). Participants either received motivational enhancement therapy/cognitive behavioral therapy (MET-CBT; N = 210) or both MET-CBT and Seeking Safety through intensive outpatient treatment (n = 109). The findings indicated that graduation was negatively correlated with posttraumatic stress, r = -.19, p = .007, d = 0.40; past 90-day nonmedical prescription painkiller, opiate, and analgesic use, r = -.19, p = .001, d = 0.44; tangible social support, r = -.24, p = < .001, d = 0.51; and past-month substance use problems, r = -.25, p < .001, d = .50. In addition, past-month substance use problems, OR = 0.84, 95% CI [0.72, 0.97]; PTSS, OR = 0.90, 95 % CI [0.82, 0.99]; and tangible social support, OR = 0.94, 95% CI [0.89, 0.98], were significant negative predictors of graduation. These results speak to the importance of facilitating the development of specialized evidence-based drug court interventions that target and improve comorbid substance use and trauma outcomes among female drug court participants to reduce recidivism and set a precedent for future research to replicate and expand upon these findings.
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Affiliation(s)
- Cristina N Abarno
- Department of Psychology, Louisiana State University, Baton Rouge, Louisiana, USA
| | - Ardhys De Leon
- Department of Psychology, University of Central Florida, Orlando, Florida, USA
| | - Amanda G Sharp
- Department of Mental Health Law & Policy, University of South Florida, Tampa, Florida, USA
| | - Kathleen Moore
- Department of Mental Health Law & Policy, University of South Florida, Tampa, Florida, USA
| | - Roger Boothroyd
- Department of Mental Health Law & Policy, University of South Florida, Tampa, Florida, USA
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23
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Hall N, Le L, Majmudar I, Teesson M, Mihalopoulos C. Treatment-seeking behaviour among people with opioid use disorder in the high-income countries: A systematic review and meta-analysis. PLoS One 2021; 16:e0258620. [PMID: 34653220 PMCID: PMC8519451 DOI: 10.1371/journal.pone.0258620] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2020] [Accepted: 09/01/2021] [Indexed: 11/30/2022] Open
Abstract
OBJECTIVES To determine treatment seeking behaviour in those with opioid use disorder (OUD) in the high-income countries. METHODS Five databases were searched in November 2019 for quantitative studies that reported OUD treatment seeking behaviour. Data analysis involved determining an overall pooled proportion estimate of treatment seeking behaviour for the two base groups, lifetime treatment and past 12-month or less treatment using the IVhet effect model. Subgroup analysis included heroin OUD, prescription OUD and general OUD. The sensitivity analysis included removal of outliers, separating adults and adolescents and the metaXL sensitivity analysis (studies are excluded if outside the pooled proportion confidence interval of the base case). Systematic review Prospero database registration number [CRD42020159531]. RESULTS There were 13 quantitative studies included in the systematic review, with all studies being from the United States of America (USA). IVhet models showed that 40% (95% CI: 23%, 58%) and 21% (95% CI: 16%, 26%) sought treatment in their lifetime and past 12 months respectively. Sub-group analysis found that lifetime treatment seeking for prescription OUD, 29% (95% CI: 27%, 31%), was less than for heroin plus combined OUD, 54% (95% CI: 26%, 82%). Most of the pooled results had high heterogeneity statistics except for results of lifetime treatment seeking for prescription OUD and past 12-month treatment seeking for prescription OUD. CONCLUSION All included studies in this meta-analysis were from the USA and indicate modest levels of treatment seeking for those with OUD. In particular, this review found that in the USA one in five people with OUD sought OUD treatment in the previous 12 months and two in five people with OUD sought OUD treatment in their lifetime. Further research is urgently required to explore the barriers and facilitators that can improve this low treatment seeking in those with OUD.
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Affiliation(s)
- Natasha Hall
- School of Health and Social Development, Deakin University, Burwood, Australia
| | - Long Le
- School of Health and Social Development, Deakin University, Burwood, Australia
| | - Ishani Majmudar
- School of Health and Social Development, Deakin University, Burwood, Australia
| | - Maree Teesson
- Director Matilda Centre for Research in Mental Health and Substance Use, Sydney University, Sydney, Australia
| | - Cathy Mihalopoulos
- School of Health and Social Development, Deakin University, Burwood, Australia
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24
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McHugh RK, Nguyen MD, Chartoff EH, Sugarman DE, Greenfield SF. Gender differences in the prevalence of heroin and opioid analgesic misuse in the United States, 2015-2019. Drug Alcohol Depend 2021; 227:108978. [PMID: 34488078 PMCID: PMC8516063 DOI: 10.1016/j.drugalcdep.2021.108978] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/13/2020] [Revised: 07/27/2021] [Accepted: 07/29/2021] [Indexed: 11/26/2022]
Abstract
OBJECTIVES Gender differences in the prevalence of opioid misuse continue to evolve and have not been well characterized in recent years. Our objective was to investigate gender differences in the prevalence of opioid misuse and use disorder in the US over the 5-year period from 2015 to 2019. METHODS We used annual survey data from the 2015-2019 National Survey on Drug Use and Health to estimate gender differences in the prevalence of opioid misuse. We examined past-year opioid analgesic misuse initiation, opioid analgesic misuse, heroin use, opioid analgesic use disorder and heroin use disorder. Logistic regression models were used to test gender differences, adjusting for sociodemographic variables. RESULTS In adjusted analyses, women had higher odds of having initiated opioid analgesic misuse in the past year compared to men. In contrast, men had higher odds of misuse of opioid analgesics, heroin use, and an opioid analgesic or heroin use disorder. CONCLUSIONS Although opioid misuse has historically been more prevalent in men, the gender difference in opioid analgesic misuse continues to narrow, with more women initiating misuse than men including higher rates of misuse in adolescent girls. Heroin use continues to be approximately twice as common in men as women.
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Affiliation(s)
- R. Kathryn McHugh
- McLean Hospital, 115 Mill Street, Belmont, MA 02478,Department of Psychiatry, Harvard Medical School, 25 Shattuck Street, Boston, MA 02115
| | | | - Elena H. Chartoff
- McLean Hospital, 115 Mill Street, Belmont, MA 02478,Department of Psychiatry, Harvard Medical School, 25 Shattuck Street, Boston, MA 02115
| | - Dawn E. Sugarman
- McLean Hospital, 115 Mill Street, Belmont, MA 02478,Department of Psychiatry, Harvard Medical School, 25 Shattuck Street, Boston, MA 02115
| | - Shelly F. Greenfield
- McLean Hospital, 115 Mill Street, Belmont, MA 02478,Department of Psychiatry, Harvard Medical School, 25 Shattuck Street, Boston, MA 02115
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25
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Abraham O, Rosenberger CA, Birstler J, Tierney K. Examining adolescents' opioid knowledge and likelihood to Utilize an educational game to promote medication safety. Res Social Adm Pharm 2021; 18:3191-3198. [PMID: 34561172 DOI: 10.1016/j.sapharm.2021.09.005] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2021] [Revised: 09/14/2021] [Accepted: 09/16/2021] [Indexed: 12/28/2022]
Abstract
BACKGROUND Adolescents' knowledge on opioids is seldom studied, despite the fact young people are one of the groups most affected by the opioid crisis within the United States. There is a need to understand adolescents' perceptions about opioid misuse and safety to create the necessary tools to educate adolescents on safe opioid use. OBJECTIVE This study sought to understand adolescents' knowledge and perceptions of opioid use and safety as well as their receptiveness to using an educational game for improving medication safety knowledge. METHODS A 67-item survey was developed to assess adolescents' opioid perceptions, knowledge, and the likelihood of an educational game to enhance their opioid medication safety. A nationally representative sample of US adolescents aged 12 to 18 were recruited via a Qualtrics participant panel to complete the online survey from October through November 2020. Survey questions were grouped into 10 categories to represent key concepts and summarized into concept scores. Concepts were described through means, median, and range as well as percent correct for individual questions. Differences between groups were assessed using Kruskal-Wallis tests. Concept scores and their relation to the participant's age were described by the Pearson's correlation coefficient and the linear model coefficient. RESULTS A total of 592 responses were analyzed. Male and older participants reported greater perceived opioid knowledge than females. White participants reported higher rates of perceived opioid knowledge, behavioral intent, and knowledge of safe medication disposal than any other racial group. About 80% of participants were receptive to the use of an educational game to increase their opioid safety knowledge. CONCLUSIONS There are discrepancies in adolescents' knowledge on opioid safety and harm amongst genders, race, and age. Study findings support the use of an educational game to increase adolescents' opioid knowledge. Future studies should design an educational game intended for a diverse audience.
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Affiliation(s)
- Olufunmilola Abraham
- University of Wisconsin-Madison, School of Pharmacy, Social and Administrative Sciences Division, Madison, WI 53705, USA.
| | - Claire A Rosenberger
- University of Wisconsin-Madison, School of Pharmacy, Social and Administrative Sciences Division, Madison, WI 53705, USA
| | - Jen Birstler
- University of Wisconsin- Madison, School of Medicine and Public Health, Department of Biostatistics & Medical Informatics, Madison, WI 53726, USA
| | - Kathleen Tierney
- University of Wisconsin-Madison, School of Pharmacy, Social and Administrative Sciences Division, Madison, WI 53705, USA
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26
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Xiang A, Hou W, Rashidian S, Rosenthal RN, Abell-Hart K, Zhao X, Wang F. Association of Opioid Use Disorder With 2016 Presidential Voting Patterns: Cross-sectional Study in New York State at Census Tract Level. JMIR Public Health Surveill 2021; 7:e23426. [PMID: 33881409 PMCID: PMC8100884 DOI: 10.2196/23426] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2020] [Revised: 01/09/2021] [Accepted: 02/20/2021] [Indexed: 02/04/2023] Open
Abstract
Background Opioid overdose-related deaths have increased dramatically in recent years. Combating the opioid epidemic requires better understanding of the epidemiology of opioid poisoning (OP) and opioid use disorder (OUD). Objective We aimed to discover geospatial patterns in nonmedical opioid use and its correlations with demographic features related to despair and economic hardship, most notably the US presidential voting patterns in 2016 at census tract level in New York State. Methods This cross-sectional analysis used data from New York Statewide Planning and Research Cooperative System claims data and the presidential voting results of 2016 in New York State from the Harvard Election Data Archive. We included 63,958 patients who had at least one OUD diagnosis between 2010 and 2016 and 36,004 patients with at least one OP diagnosis between 2012 and 2016. Geospatial mappings were created to compare areas of New York in OUD rates and presidential voting patterns. A multiple regression model examines the extent that certain factors explain OUD rate variation. Results Several areas shared similar patterns of OUD rates and Republican vote: census tracts in western New York, central New York, and Suffolk County. The correlation between OUD rates and the Republican vote was .38 (P<.001). The regression model with census tract level of demographic and socioeconomic factors explains 30% of the variance in OUD rates, with disability and Republican vote as the most significant predictors. Conclusions At the census tract level, OUD rates were positively correlated with Republican support in the 2016 presidential election, disability, unemployment, and unmarried status. Socioeconomic and demographic despair-related features explain a large portion of the association between the Republican vote and OUD. Together, these findings underscore the importance of socioeconomic interventions in combating the opioid epidemic.
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Affiliation(s)
- Anthony Xiang
- Stony Brook University, Stony Brook, NY, United States
| | - Wei Hou
- Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, United States
| | | | - Richard N Rosenthal
- Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, United States
| | | | - Xia Zhao
- Stony Brook University, Stony Brook, NY, United States
| | - Fusheng Wang
- Stony Brook University, Stony Brook, NY, United States
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27
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Rogers AH, Zvolensky MJ, Ditre JW, Buckner JD, Asmundson GJG. Association of opioid misuse with anxiety and depression: A systematic review of the literature. Clin Psychol Rev 2021; 84:101978. [PMID: 33515811 DOI: 10.1016/j.cpr.2021.101978] [Citation(s) in RCA: 30] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2019] [Revised: 11/19/2020] [Accepted: 11/29/2020] [Indexed: 12/14/2022]
Abstract
The opioid epidemic is a public health problem associated with a host of negative outcomes. Although clinicians recognize covariation between opioid misuse with anxiety and depressive symptoms and disorders, research on this topic has only recently accumulated. Progress in this domain is impeded by the lack of systematic and integrative research to better understand and treat these co-occurring problems. This paper represents the first attempt to systematically review the empirical literature examining relations between opioid use and misuse, and anxiety and depression. In the first section, we define key terms and describe the article selection strategy. In the second section, we review the prevalence of anxiety and depressive symptoms among individuals who use and misuse prescription and illicit opioids. In the third section, we review the magnitude of associations between anxiety and depressive symptoms and disorders with opioid misuse, as well as highlight studies examining the longitudinal and temporal sequence of the relations between these variables. In the fourth section, we focus on experimental therapeutics, reviewing what is known about individual difference and transdiagnostic vulnerability factors for anxiety and depression that might contribute to opioid misuse and its symptoms. Finally, we discuss current knowledge gaps and present a heuristic model to guide future research.
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Affiliation(s)
- Andrew H Rogers
- Department of Psychology, University of Houston, Houston, TX, United States
| | - Michael J Zvolensky
- Department of Psychology, University of Houston, Houston, TX, United States; Department of Behavioral Science, The University of Texas MD Anderson Cancer Center, Houston, TX, United States; HEALTH Institute, University of Houston, Houston, TX, United States.
| | - Joseph W Ditre
- Department of Psychology, Syracuse University, Syracuse, NY, United States
| | - Julia D Buckner
- Department of Psychology, Louisiana State University, Baton Rouge, LA, United States
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28
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Kitsantas P, Adams AR, Cheema J, Kornides ML. Opioid use in pregnant women with mental health-related disabilities. Arch Gynecol Obstet 2021; 303:1531-1537. [PMID: 33423110 DOI: 10.1007/s00404-020-05953-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2020] [Accepted: 12/26/2020] [Indexed: 11/28/2022]
Abstract
PURPOSE The purpose of this study was to examine associations between opioid use and the degree of mental health-related disability due to emotional/behavioral problems as measured by the World Health Organization Disability Assessment Schedule (WHODAS) instrument in a national sample of pregnant women. METHODS We used data from the National Survey on Drug Use and Health 2014-2017 which included 2,888 pregnant women 18 years or older. The WHODAS instrument was utilized to measure disability as the degree of functional impairment due to emotional/behavioral problems experienced by the respondent. Multinomial logistic regression models were built to assess the magnitude and direction of the association between severity of mental health-related disability with opioid use and abuse/dependency in the past year. RESULTS Approximately 30% of pregnant women suffered from moderate/severe mental health-related disability, and 2% reported opioid abuse/dependency. Compared to those with no opioid use, the odds of opioid use in the past year for individuals with moderate/severe mental health-related disability were 1.73 (95% CI 1.36, 2.21) times higher than those with no/mild disability. Similarly, the odds of opioid abuse/dependency were at least three times higher (OR 3.51; 95% CI 1.80, 6.84) among those with moderate/severe mental health-related disability relative to pregnant women with no/mild disability. CONCLUSIONS Clinicians should consider screening for both opioid use and mental health conditions and related disabilities using screening tools such as the WHODAS during the initial prenatal visits.
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Affiliation(s)
- Panagiota Kitsantas
- Department of Health Administration and Policy, George Mason University, 4400 University Dr, Fairfax, VA, MS 1J322030-4444, USA.
| | - Amy R Adams
- Department of Global and Community Health, George Mason University, 4400 University Dr., Fairfax, VA, 22030, USA
| | - Jehanzeb Cheema
- Department of Information Systems and Operations Management, School of Business, George Mason University, Enterprise Hall 239, 4400 University Dr., Fairfax, VA, 22030, USA
| | - Melanie L Kornides
- Department of Family and Community Health, School of Nursing, University of Pennsylvania, 418 Curie Blvd, Philadelphia, PA, 19104, USA.,Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, 3401 Civic Center Blvd, Philadelphia, PA, 19104, USA
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29
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Kuo YF, Baillargeon J, Raji MA. Overdose deaths from nonprescribed prescription opioids, heroin, and other synthetic opioids in Medicare beneficiaries. J Subst Abuse Treat 2021; 124:108282. [PMID: 33771281 DOI: 10.1016/j.jsat.2021.108282] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2020] [Revised: 12/06/2020] [Accepted: 01/01/2021] [Indexed: 11/30/2022]
Abstract
IMPORTANCE Opioid use disorder in the United States' Medicare population increased from 10 to 24 per 1000 from 2012 to 2018. Understanding the changes in the patterns of opioid overdose mortality over time holds broad clinical and public health relevance. OBJECTIVE To examine trends and correlates of opioid overdose deaths from nonprescribed prescription opioids, heroin, and other synthetic opioids. DESIGN, SETTING AND PARTICIPANTS The study used Medicare-National Death Index linked data from a 20% national sample to identify a retrospective cohort who died from opioid overdose in 2012-2016. The study analyzed data from December 2019 to March 2020. MAIN OUTCOME AND MEASURES We examined type of opioid overdose deaths; percentage of opioid deaths without documented opioid prescriptions in the prior 6 months; and percentage of deaths from heroin or synthetic opioids among people on long-term prescription opioids whose prescribers reduced or subsequently discontinued their opioids. The study also calculated the proportion receiving medication for addiction treatment. The study included demographic characteristics and 15 chronic or potentially disabling conditions associated with overall opioid overdose deaths. RESULTS Among 6932 Medicare enrollees who died from opioid overdose in 2012-2016, the mean (SD) age was 52.9 (12.1) years, 45.4% were women, and 82.4% were white. The number of opioid overdose deaths increased from 1159 in 2012 to 1697 in 2016. In the adjusted analyses, opioid deaths occurring in 2016 were 2.6 times more likely to be due to heroin or other synthetic opioids than opioid deaths occurring in 2012. The prescription opioid deaths occurring without a documented opioid prescription in the 6 months before death increased from 6.8% in 2012 to 11.7% in 2016. Factors associated with such deaths, assessed in a stepwise logistic regression model, included metropolitan or rural residence and diagnosis of opioid use disorder. Among people with long-term opioid use whose prescription opioids were reduced in the 6 months before death, the percentage of deaths attributable to heroin and other synthetic opioids increased from 17% in 2012 to 47% in 2016. Factors associated with such deaths, assessed in a stepwise logistic regression model, included diagnosis of hepatitis and opioid use disorder. Less than 10% of these enrollees received medication for addiction treatment. CONCLUSION There were substantial increases in patients' obtaining opioid analgesics from unlicensed sources and in overdose deaths from nonprescribed opioids during the study period (2012-2016). Increased access to pain management and opioid use disorder treatments is critical to reducing the opioid overdose deaths in the United States.
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Affiliation(s)
- Yong-Fang Kuo
- Department of Internal Medicine and Sealy Center on Aging, University of Texas Medical Branch, Galveston, TX 77555-0177, United States of America; Department of Preventive Medicine and Population Health, University of Texas Medical Branch, Galveston, TX 77555-1148, United States of America; Institute for Translational Science, University of Texas Medical Branch, Galveston, TX 77555-0342, United States of America.
| | - Jacques Baillargeon
- Department of Preventive Medicine and Population Health, University of Texas Medical Branch, Galveston, TX 77555-1148, United States of America; Institute for Translational Science, University of Texas Medical Branch, Galveston, TX 77555-0342, United States of America
| | - Mukaila A Raji
- Department of Internal Medicine and Sealy Center on Aging, University of Texas Medical Branch, Galveston, TX 77555-0177, United States of America; Department of Preventive Medicine and Population Health, University of Texas Medical Branch, Galveston, TX 77555-1148, United States of America
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30
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Bernstein C, Gillman AG, Zhang D, Bartman AE, Jeong JH, Wasan AD. Identifying Predictors of Recommendations for and Participation in Multimodal Nonpharmacological Treatments for Chronic Pain Using Patient-Reported Outcomes and Electronic Medical Records. PAIN MEDICINE 2020; 21:3574-3584. [PMID: 32869082 DOI: 10.1093/pm/pnaa203] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
OBJECTIVE High-quality chronic pain care emphasizes multimodal treatments that include medication and nonpharmacological treatments. But it is not clear which patients will participate in nonpharmacological treatments, such as physical therapy or mental health care, and previous research has shown conflicting evidence. METHODS We used the Patient Outcomes Repository for Treatment (PORT) registry, which combines patient-reported outcomes data with electronic medical records. In this retrospective observational study, we performed two separate multinomial regression analyses with feature selection to identify PORT variables that were predictive of 1) recommendation of a nonpharmacological treatment by the provider and 2) patient participation in nonpharmacological treatments. Two hundred thirty-six patients were recommended (REC) or not recommended (NO REC) a nonpharmacological treatment, and all REC patients were classified as participating (YES) or not participating (NO) in the recommendations. RESULTS Female gender and a diagnosis of Z79 "Opioid drug therapy" were significant positive and negative predictors of nonpharmacological treatment recommendations, respectively. Schedule II opioid use at initial presentation and recommendations for rehabilitation therapy were significant predictors of nonparticipation. CONCLUSIONS Patients using opioids are less likely to be recommended nonpharmacological treatments as part of multimodal chronic pain care and are less likely to participate in nonpharmacological treatments once recommended. Males are also less likely to be recommended nonpharmacological treatments. Patients referred for rehabilitation therapies are less likely to comply with those recommendations. We have identified patients in vulnerable subgroups who may require additional resources and/or encouragement to comply with multimodal chronic pain treatment recommendations.
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Affiliation(s)
- Cheryl Bernstein
- Department of Anesthesiology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Andrea G Gillman
- Department of Anesthesiology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Di Zhang
- Division of Biometrics VII, Center for Drug Evaluation and Research, U.S. Food and Drug Administration
| | | | - Jong-Hyeon Jeong
- Department of Biostatistics, University of Pittsburgh Graduate School of Public Health, Pittsburgh, Pennsylvania, USA
| | - Ajay D Wasan
- Department of Anesthesiology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
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31
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Rhee TG, Peltier MR, Sofuoglu M, Rosenheck RA. Do Sex Differences Among Adults With Opioid Use Disorder Reflect Sex-specific Vulnerabilities? A Study of Behavioral Health Comorbidities, Pain, and Quality of Life. J Addict Med 2020; 14:502-509. [PMID: 32371659 PMCID: PMC8962823 DOI: 10.1097/adm.0000000000000662] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
OBJECTIVES Studies suggest that men and women have different vulnerabilities to a number of substance use disorders (SUDs). We examined whether differences between women and men with opioid use disorder (OUD) are significantly different from those without OUD for selected sociodemographic and health outcomes. METHODS We used a cross-sectional survey design using data from 2012 to 2013 National Epidemiological Survey on Alcohol and Related Conditions Wave III, which surveyed nationally representative samples of non-institutionalized adults (n = 36,309 unweighted). Past-year OUD and other behavioral co-morbidities were defined using DSM-5 criteria. In bivariate analyses, we investigated sex differences in socio-demographic factors, behavioral co-morbidities, pain, and health-related quality of life (HRQOL) between women and men with past-year OUD, and then those without past-year OUD. We further used logistic regression analyses to evaluate interactions between effect of sex and past-year OUD status on behavioral co-morbidities, pain, and HRQOL. RESULTS When extrapolated, about 2.1 million US adults met diagnostic criteria for past-year OUD. Women with OUD had a higher likelihood of having several past-year psychiatric disorders, and a lower likelihood of having any past-year SUDs compared to male counterparts. However, similar relationships were observed among those without OUD and significant interaction effects were not found on behavioral co-morbidities, pain, and HRQOL, indicating that general sex differences are not specific to OUD. CONCLUSIONS Although sex differences are not specific to OUD, concurrent disorders are not uncommon among women, as well as men, with OUD. There is a need to treat concurrent behavioral health conditions from a multimorbidity perspective in the treatment of OUD in both sexes.
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Affiliation(s)
- Taeho Greg Rhee
- VA New England Mental Illness, Research, Education and Clinical Center (MIRECC), VA Connecticut Healthcare System, West Haven, CT (TGR, MKRP, MS, RAR); Department of Psychiatry, School of Medicine, Yale University, New Haven, CT (TGR, MKRP, MS, RAR); Department of Public Health Sciences, School of Medicine, University of Connecticut Health Care, Farmington, CT (TGR); Psychology Service, VA Connecticut Healthcare System, West Haven, CT (MKRP)
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32
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Affiliation(s)
- R Kathryn McHugh
- Division of Alcohol, Drugs and Addiction, McLean Hospital, Belmont, Massachusetts
- Department of Psychiatry, Harvard Medical School, Boston Massachusetts
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33
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Singer LT, Chambers C, Coles C, Kable J. Fifty Years of Research on Prenatal Substances: Lessons Learned for the Opioid Epidemic. ADVERSITY AND RESILIENCE SCIENCE 2020; 1:223-234. [PMID: 34316723 PMCID: PMC8312986 DOI: 10.1007/s42844-020-00021-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 10/11/2020] [Indexed: 01/31/2023]
Abstract
Current efforts to design research on developmental effects of prenatal opioid exposure can benefit from knowledge gained from 50 years of studies of fetal alcohol and prenatal drug exposures such as cocaine. Scientific advances in neurobiology, developmental psychopathology, infant assessments, genetics, and imaging support the principles of developmental neurotoxicology that guide research in prenatal exposures. Important to research design is accurate assessment of amount, frequency, and timing of exposure which benefits from accurate self-report and biomarkers of exposure. Identifying and control of pre- and postnatal factors that impact development are difficult and dependent on appropriate research design and selection of comparison groups and measurement of confounding, mediating, and moderating variables. Polysubstance exposure has increased due to the number of prescribed and nonprescribed substances used by pregnant women and varying combinations of drugs may have differential effects on the outcome. Multiple experimental and clinical assessments of infant behavior have been developed but predicting outcome before 18-24 months of age remains difficult. With some exceptions, prenatal substance exposure effect sizes have been small, and cognitive and behavioral effects tend to be specific rather than global. Studies require large sample sizes, adequate retention, and support for social services in at-risk samples. The ethical and legal contexts and stigma associated with drug/alcohol use disorder should be considered in order to prevent harm to families in research programs. Recognition of the pervasive use of addictive substances in this nation should lead to broad scientific efforts to understand how substances affect child outcomes and to initiate prevention and intervention where needed.
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Affiliation(s)
- Lynn T. Singer
- School of Medicine, Case Western Reserve University, WG49, Cleveland, OH 44106-7001, USA
| | - Christina Chambers
- Health Sciences, University of California, San Diego, San Diego, CA, USA
| | - Claire Coles
- Psychiatry and Behavioral Sciences and Pediatrics, Emory University, Atlanta, GA, USA
| | - Julie Kable
- Psychiatry and Behavioral Sciences and Pediatrics, Emory University, Atlanta, GA, USA
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Risk factors for prescription drug diversion among people living with HIV: a systematic scoping review. INT J EVID-BASED HEA 2020; 18:5-23. [PMID: 31162270 DOI: 10.1097/xeb.0000000000000167] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Abstract
BACKGROUND In addition to numerous infections and frequent pain constantly affecting people living with HIV (PLWH), various risk factors might contribute to prescription drug diversion. The purpose of the study is to map existing evidence on risk factors contributing to prescription drug diversion among PLWH. METHODS Arksey and O'Malley's framework and the recommendation by Levac et al. (2010) guided this study. We searched for relevant literature from the following databases: PubMed; Google Scholar; EBSCOhost (Academic Search Complete, MEDLINE and Newspaper Source), Cochrane, WHO, HIV, ScienceDirect and Open Access Theses and Dissertations. Studies reporting evidence on risk factors contributing to prescription drug diversion and published in the period January 1996 to July 2017 were included. Thematic content analysis was performed to summarize the findings. RESULTS The search identified 734 studies. After full-text screening of the eligible studies, risk factors contributing to prescription drug diversion among PLWH were reported in 20 included studies. It was found that there is limited research on prescription drug diversion among PLWH in low-middle-income countries (LMICs). Risk factors contributing to prescription drug diversion were being a substance user or substance dependent; being male; young in age; being stigmatized; not disclosed HIV status; diagnosed with mental health problems; being HIV infected; poor health and well being; being White; being homeless or not owing a home; having low educational level; having history of diversion, misuse or abuse; in possession of addictive prescriptions; being unemployed and living in high neighbourhood disorder. CONCLUSION Evidence shows that there is limited research on prescription drug diversion among PLWH in LMICs. The study findings show that the risk factors contributing to prescription drug diversion are related with risk factors for HIV transmission and infection. PROSPERO REGISTRATION NUMBER CRD42017074076.
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Knittel AK, Zarnick S, Thorp JM, Amos E, Jones HE. Medications for opioid use disorder in pregnancy in a state women's prison facility. Drug Alcohol Depend 2020; 214:108159. [PMID: 32683223 PMCID: PMC7977476 DOI: 10.1016/j.drugalcdep.2020.108159] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/19/2020] [Revised: 06/16/2020] [Accepted: 06/21/2020] [Indexed: 02/02/2023]
Abstract
BACKGROUND Medication for opioid use disorder (MOUD) improves both maternal and neonatal outcomes for pregnant women with opioid use disorder (OUD). Although correctional policies often state that incarcerated pregnant women with OUD should receive MOUD, implementation data is scant. Our aims were to 1) quantify the extent to which pregnant women in a Southeastern prison received MOUD during their incarceration; 2) to describe the medications and doses used during incarceration and frequency of MOUD referral after incarceration; and 3) identify associations between maternal characteristics and receipt of MOUD in order to identify points of intervention for clinical policy change. METHODS We conducted a retrospective chart review of pregnant women with OUD in a North Carolina state women's prison from 2016-2018. We collected MOUD, demographic, custody, pregnancy, and pre-incarceration substance use data. We used descriptive statistics, chi square tests, and logistic regression. RESULTS There were 179 pregnant women with OUD. During incarceration, 11.7 % received buprenorphine, 17.8 % methadone, 22.8 % oxycodone, and 47.8 % did not receive any opioid medications. Of those who received buprenorphine, methadone, and no MOUD, respectively, 65 %, 51.2 %, and 3.2 % were referred for community MOUD. Women were more likely to receive MOUD during incarceration if they had received MOUD pre-incarceration. CONCLUSIONS There was significant unmet need for MOUD and MOUD referral among pregnant women imprisoned in North Carolina from 2016-2018. Our findings suggest that the initial assessment for MOUD and referral to a community MOUD provider may represent opportunities to improve MOUD access for this population.
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Affiliation(s)
- Andrea K. Knittel
- Division of General Obstetrics and Gynecology, Department of Obstetrics and Gynecology, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, NC
| | | | - John M. Thorp
- Division of General Obstetrics and Gynecology, Department of Obstetrics and Gynecology, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, NC
| | - Elton Amos
- North Carolina Department of Public Safety, Raleigh, NC
| | - Hendree E. Jones
- UNC Horizons, Department of Obstetrics and Gynecology, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, NC
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Stereotyping and the opioid epidemic: A conjoint analysis. Soc Sci Med 2020; 255:113018. [DOI: 10.1016/j.socscimed.2020.113018] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Revised: 04/21/2020] [Accepted: 04/23/2020] [Indexed: 11/18/2022]
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Takemoto E, Brackbill R, Martins S, Farfel M, Jacobson M. Post-traumatic stress disorder and risk of prescription opioid use, over-use, and misuse among World Trade Center Health Registry enrollees, 2015-2016. Drug Alcohol Depend 2020; 210:107959. [PMID: 32213430 DOI: 10.1016/j.drugalcdep.2020.107959] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/22/2019] [Revised: 03/05/2020] [Accepted: 03/06/2020] [Indexed: 01/17/2023]
Abstract
BACKGROUND Among veterans, post-traumatic stress disorder (PTSD) has been shown to be associated with the use and misuse of prescription opioids. Less is known about PTSD among the general population and PTSD resulting from non-combat related trauma. We sought to determine if PTSD following exposure to the World Trade Center (WTC) disaster is associated with the recent use, over use, or misuse of prescription opioids. METHODS This study, conducted in 2018, examined 26,840 individuals from the WTC Health Registry. PTSD symptoms were assessed on multiple surveys (2003-2016) using the PCL Checklist-17. Three categories of post-9/11 PTSD were derived: never, past, and current. Self-reported opioid use outcomes (past year, 2015-2016) were defined as (yes/no): recent use (use of a prescription opioid), over-use (use of a prescribed opioid in a manner other than prescribed) and misuse (use of a prescription opioid prescribed to someone else). RESULTS Opioid use, over-use, and misuse prevalence was highest among those with current PTSD (prevalence: 12.2 %-46.1 %) compared to past PTSD (prevalence: 6.7 %-35.8 %) and never PTSD (prevalence: 3.6 %-22.9 %). In adjusted models, individuals with past and current PTSD had a greater risk of all opioid outcomes compared to never PTSD. CONCLUSIONS Past and current 9/11-related PTSD is a risk factor for opioid use and misuse among the general population, findings which may assist in improving screening and surveillance measures.
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Affiliation(s)
- Erin Takemoto
- New York City Department of Health & Mental Hygiene, World Trade Center Health Registry, 30-30 47th Ave., Long Island City, NY, 11101, United States.
| | - Robert Brackbill
- New York City Department of Health & Mental Hygiene, World Trade Center Health Registry, 30-30 47th Ave., Long Island City, NY, 11101, United States.
| | - Silvia Martins
- Department of Epidemiology, Columbia University, Mailman School of Public Health, 722 West 168th St., New York, NY, 10032, United States.
| | - Mark Farfel
- New York City Department of Health & Mental Hygiene, World Trade Center Health Registry, 30-30 47th Ave., Long Island City, NY, 11101, United States.
| | - Melanie Jacobson
- New York City Department of Health & Mental Hygiene, World Trade Center Health Registry, 30-30 47th Ave., Long Island City, NY, 11101, United States
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Woodruff K, Roberts SCM. "Alcohol During Pregnancy? Nobody Does That Anymore": State Legislators' Use of Evidence in Making Policy on Alcohol Use in Pregnancy. J Stud Alcohol Drugs 2020. [PMID: 31250804 DOI: 10.15288/jsad.2019.80.380] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023] Open
Abstract
OBJECTIVE In recent years, U.S. states have passed many laws addressing alcohol use in pregnancy, despite limited evidence on the impact of such policies. This study explores how state legislators use evidence when making policy on alcohol use in pregnancy. METHOD Study data are drawn from semistructured interviews with 29 state lawmakers and their aides in Maryland, North Carolina, and Virginia, conducted in March through July 2017. Interview transcripts were coded and analyzed by inductive and deductive methods. RESULTS Despite evidence on the harms of alcohol use in pregnancy, most lawmakers did not express concern about this topic. Instead, they expressed concern about opioid use in pregnancy. Personal experiences, anecdotes, and known contacts influenced legislators' views on substance use in pregnancy, whereas evidence, for the most part, did not. The intermediaries who typically bring evidence about problems and solutions to legislators did not appear to be raising the issue of alcohol use in pregnancy on legislators' agenda. CONCLUSIONS Basic evidence on the prevalence and harms of alcohol use in pregnancy did not appear to influence state lawmakers' policy priorities. Concern over opioid use in general may provide a window of opportunity to educate legislators on the relative scope and harms of alcohol and opioid use in pregnancy. It remains unclear why states are passing alcohol-in-pregnancy policies. More research is needed to explore how state lawmakers form their understanding of substance use in pregnancy and related policies.
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Affiliation(s)
- Katie Woodruff
- Advancing New Standards in Reproductive Health (ANSIRH), Department of Obstetrics, Gynecology, and Reproductive Sciences, University of California, San Francisco, Oakland, California
| | - Sarah C M Roberts
- Advancing New Standards in Reproductive Health (ANSIRH), Department of Obstetrics, Gynecology, and Reproductive Sciences, University of California, San Francisco, Oakland, California
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Evans EA, Goff SL, Upchurch DM, Grella CE. Childhood adversity and mental health comorbidity in men and women with opioid use disorders. Addict Behav 2020; 102:106149. [PMID: 31855783 PMCID: PMC7405712 DOI: 10.1016/j.addbeh.2019.106149] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2019] [Revised: 08/15/2019] [Accepted: 09/27/2019] [Indexed: 01/02/2023]
Abstract
INTRODUCTION To examine gender differences in associations between mental health comorbidity and adverse childhood experiences (ACE) among adults with DSM-5 lifetime opioid use disorders (OUD). METHODS In 2018, we analyzed 2012-13 nationally-representative data from 388 women and 390 men with OUD (heroin, prescription opioid misuse). Using weighted multinomial logistic regression, we examined factors associated with mental health comorbidity, tested a gender-by-childhood-adversity interaction term, and calculated predicted probabilities, controlling for covariates. RESULTS Among adults with OUD, women are more likely than men to have comorbid mood or anxiety disorders (odds ratio [95% CI] 1.72 [1.20, 2.48]), and less likely to have conduct disorders. More women than men have prescription OUD (3.72 [2.24, 6.17]), and fewer have heroin use disorder (0.39 [0.27, 0.57]). Among both genders, ACE prevalence is high (>80%) and more than 40% are exposed to ≥3 types of ACE. Women more than men are exposed to childhood sexual abuse (4.22 [2.72, 6.56]) and emotional neglect (1.84 [1.20, 2.81]). Comorbid mood or anxiety disorders are associated with female gender (1.73 [1.18, 2.55]) and exposure to ≥3 types of ACE (3.71 [2.02, 6.85]), controlling for covariates. Moreover, exposure to more ACE elevates risk for comorbid mood or anxiety disorders more among women than men. CONCLUSION Among adults with OUD, ACE alters the gender gap in risk for comorbid mood or anxiety disorders. Using gender-tailored methods to address the harmful effects ACE on the mental health of individuals with OUD may help to prevent and ameliorate the current opioid epidemic.
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Affiliation(s)
- Elizabeth A Evans
- Department of Health Promotion and Policy, School of Public Health and Health Sciences, University of Massachusetts Amherst, MA, USA.
| | - Sarah L Goff
- Department of Health Promotion and Policy, School of Public Health and Health Sciences, University of Massachusetts Amherst, MA, USA
| | - Dawn M Upchurch
- Department of Community Health Sciences, UCLA Fielding School of Public Health, Los Angeles, CA, USA
| | - Christine E Grella
- UCLA Integrated Substance Abuse Programs, Semel Institute for Neuroscience and Human Behavior, Los Angeles, CA, USA
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Graupensperger S, Corey JJ, Turrisi RJ, Evans MB. Individuals with spinal cord injury have greater odds of substance use disorders than non-sci comparisons. Drug Alcohol Depend 2019; 205:107608. [PMID: 31606588 PMCID: PMC6921937 DOI: 10.1016/j.drugalcdep.2019.107608] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/07/2019] [Revised: 07/26/2019] [Accepted: 08/03/2019] [Indexed: 01/08/2023]
Abstract
BACKGROUND Individuals with spinal cord injury (SCI) are disproportionately affected by numerous physical and behavioral health disparities, but the literature lacks a clear understanding of the association between SCI and substance use disorders. Identifying such behavioral health disparities in persons with disabilities is an increasingly central focus for public health researchers and represents a critical first step for prevention. METHOD The present study utilized a large database of deidentified electronic health records to examine the association between SCI and substance use disorders related to alcohol, cannabis, opioid, and nicotine. Examining data from patients 16 years or older who had patient encounters at the Penn State Hershey Medical Center from January 1, 1997 to April 30, 2018, the current study included data from 1,466,985 unique patients - 6192 of which held SCI diagnoses. Age-adjusted odds ratios were calculated using logistic regression. RESULTS Compared to non-SCI patients, individuals with SCI were at increased odds of having alcohol use disorder (OR: 4.19, 95% CI [3.67, 4.80]), cannabis use disorder (OR: 7.83, 95% CI [6.32, 9.69]), opioid use disorder (OR: 7.97, 95% CI [6.59, 9.66]), and nicotine use disorder (OR: 4.66, 95% CI [4.40, 4.94]). Patient sex did not moderate any of the four associations. CONCLUSION This study provides early indication that individuals with SCI may be disproportionately at-risk for substance use disorders and provides a foundation for future mechanistic and translational research. This evidence is a valuable step towards improving the health and quality of life for individuals with SCI.
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Affiliation(s)
| | - Jacob J Corey
- Department of Kinesiology, The Pennsylvania State University, United States.
| | - Robert J Turrisi
- Department of Biobehavioral Health, The Pennsylvania State University, United States.
| | - Michael B Evans
- Department of Kinesiology, The Pennsylvania State University, United States.
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Martins SS, Ponicki W, Smith N, Rivera-Aguirre A, Davis CS, Fink DS, Castillo-Carniglia A, Henry SG, Marshall BDL, Gruenewald P, Cerdá M. Prescription drug monitoring programs operational characteristics and fatal heroin poisoning. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2019; 74:174-180. [PMID: 31627159 PMCID: PMC6897357 DOI: 10.1016/j.drugpo.2019.10.001] [Citation(s) in RCA: 42] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2019] [Revised: 09/29/2019] [Accepted: 10/01/2019] [Indexed: 01/08/2023]
Abstract
BACKGROUND Prescription drug monitoring programs (PDMP), by reducing access to prescribed opioids (POs), may contribute to a policy environment in which some people with opioid dependence are at increased risk for transitioning from POs to heroin/other illegal opioids. This study examines how PDMP adoption and changes in the characteristics of PDMPs over time contribute to changes in fatal heroin poisoning in counties within states from 2002 to 2016. METHODS Latent transition analysis to classify PDMPs into latent classes (Cooperative, Proactive, and Weak) for each state and year, across three intervals (1999-2004, 2005-2009, 2010-2016). We examined the association between probability of PDMP latent class membership and the rate of county-level heroin poisoning death. RESULTS After adjustment for potential county-level confounders and co-occurring policy changes, adoption of a PDMP was significantly associated with increased heroin poisoning rates (22% increase by third year post-adoption). Findings varied by PDMP type. From 2010-2016, states with Cooperative PDMPs (those more likely to share data with other states, to require more frequent reporting, and include more drug schedules) had 19% higher heroin poisoning rates than states with Weak PDMPs (adjusted rate ratio [ARR] = 1.19; 95% CI = 1.14, 1.25). States with Proactive PDMPs (those more likely to report outlying prescribing and dispensing and provide broader access to law enforcement) had 6% lower heroin poisoning rates than states with No/Weak PDMPs (ARR = 0.94; 95% CI = 0.90, 0.98). CONCLUSION There is a consistent, positive association between state PDMP adoption and heroin poisoning mortality. However, this varies by PDMP type, with Proactive PDMPs associated with a small reduction in heroin poisoning deaths. This raises questions about the potential for PDMPs to support efforts to decrease heroin overdose risk, particularly by using proactive alerts to identify patients in need of treatment for opioid use disorder. Future research on mechanisms explaining the reduction in heroin poisonings after enactment of Proactive PDMPs is merited.
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Affiliation(s)
- Silvia S Martins
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, NY, United States.
| | - William Ponicki
- Prevention Research Center, Pacific Institute for Research and Evaluation, Berkeley, CA, United States
| | - Nathan Smith
- Violence Prevention Research Program, Department of Emergency Medicine, UC Davis School of Medicine, CA, United States
| | - Ariadne Rivera-Aguirre
- Violence Prevention Research Program, Department of Emergency Medicine, UC Davis School of Medicine, CA, United States; Department of Population Health, NYU School of Medicine, New York, NY, United States
| | - Corey S Davis
- Network for Public Health Law, Los Angeles, CA, United States
| | - David S Fink
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, NY, United States
| | | | - Stephen G Henry
- Department of Internal Medicine, University of California Davis, Sacramento, CA, United States
| | - Brandon D L Marshall
- Department of Epidemiology, Brown University School of Public Health, Providence, RI, United States
| | - Paul Gruenewald
- Prevention Research Center, Pacific Institute for Research and Evaluation, Berkeley, CA, United States
| | - Magdalena Cerdá
- Department of Population Health, NYU School of Medicine, New York, NY, United States
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Brunette MF, Oslin DW, Dixon LB, Adler DA, Berlant J, Erlich M, First MB, Goldman B, Levine B, Siris S, Winston H. The Opioid Epidemic and Psychiatry: The Time for Action Is Now. Psychiatr Serv 2019; 70:1168-1171. [PMID: 31500545 DOI: 10.1176/appi.ps.201800582] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
The number of people with opioid use disorder and the number of overdose deaths in the United States have increased dramatically over the past 20 years. U.S. Congress passed the SUPPORT for Patients and Communities Act, which was signed into law in 2018, authorizing almost $8 billion to address the crisis. As experts in the treatment of central nervous systems disorders, psychiatrists can play a leading role in expanding treatment for people with opioid use disorder and in advocating for policy changes to support community treatment for this group.
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Affiliation(s)
- Mary F Brunette
- Group for the Advancement of Psychiatry, Dallas (all authors); Department of Psychiatry, Geisel School of Medicine at Dartmouth, Hanover, New Hampshire (Brunette); Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania and Philadelphia Veterans Administration Medical Center, Philadelphia (Oslin); Department of Psychiatry, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center and New York State Psychiatric Institute, New York (Dixon, Erlich, First); Department of Psychiatry, Tufts Medical Center, Boston (Adler); Optum Idaho, Boise (Berlant); Department of Psychiatry, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, New York (Siris); Department of Psychiatry, University of Colorado School of Medicine, Aurora (Winston)
| | - David W Oslin
- Group for the Advancement of Psychiatry, Dallas (all authors); Department of Psychiatry, Geisel School of Medicine at Dartmouth, Hanover, New Hampshire (Brunette); Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania and Philadelphia Veterans Administration Medical Center, Philadelphia (Oslin); Department of Psychiatry, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center and New York State Psychiatric Institute, New York (Dixon, Erlich, First); Department of Psychiatry, Tufts Medical Center, Boston (Adler); Optum Idaho, Boise (Berlant); Department of Psychiatry, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, New York (Siris); Department of Psychiatry, University of Colorado School of Medicine, Aurora (Winston)
| | - Lisa B Dixon
- Group for the Advancement of Psychiatry, Dallas (all authors); Department of Psychiatry, Geisel School of Medicine at Dartmouth, Hanover, New Hampshire (Brunette); Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania and Philadelphia Veterans Administration Medical Center, Philadelphia (Oslin); Department of Psychiatry, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center and New York State Psychiatric Institute, New York (Dixon, Erlich, First); Department of Psychiatry, Tufts Medical Center, Boston (Adler); Optum Idaho, Boise (Berlant); Department of Psychiatry, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, New York (Siris); Department of Psychiatry, University of Colorado School of Medicine, Aurora (Winston)
| | - David A Adler
- Group for the Advancement of Psychiatry, Dallas (all authors); Department of Psychiatry, Geisel School of Medicine at Dartmouth, Hanover, New Hampshire (Brunette); Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania and Philadelphia Veterans Administration Medical Center, Philadelphia (Oslin); Department of Psychiatry, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center and New York State Psychiatric Institute, New York (Dixon, Erlich, First); Department of Psychiatry, Tufts Medical Center, Boston (Adler); Optum Idaho, Boise (Berlant); Department of Psychiatry, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, New York (Siris); Department of Psychiatry, University of Colorado School of Medicine, Aurora (Winston)
| | - Jeffrey Berlant
- Group for the Advancement of Psychiatry, Dallas (all authors); Department of Psychiatry, Geisel School of Medicine at Dartmouth, Hanover, New Hampshire (Brunette); Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania and Philadelphia Veterans Administration Medical Center, Philadelphia (Oslin); Department of Psychiatry, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center and New York State Psychiatric Institute, New York (Dixon, Erlich, First); Department of Psychiatry, Tufts Medical Center, Boston (Adler); Optum Idaho, Boise (Berlant); Department of Psychiatry, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, New York (Siris); Department of Psychiatry, University of Colorado School of Medicine, Aurora (Winston)
| | - Matthew Erlich
- Group for the Advancement of Psychiatry, Dallas (all authors); Department of Psychiatry, Geisel School of Medicine at Dartmouth, Hanover, New Hampshire (Brunette); Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania and Philadelphia Veterans Administration Medical Center, Philadelphia (Oslin); Department of Psychiatry, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center and New York State Psychiatric Institute, New York (Dixon, Erlich, First); Department of Psychiatry, Tufts Medical Center, Boston (Adler); Optum Idaho, Boise (Berlant); Department of Psychiatry, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, New York (Siris); Department of Psychiatry, University of Colorado School of Medicine, Aurora (Winston)
| | - Michael B First
- Group for the Advancement of Psychiatry, Dallas (all authors); Department of Psychiatry, Geisel School of Medicine at Dartmouth, Hanover, New Hampshire (Brunette); Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania and Philadelphia Veterans Administration Medical Center, Philadelphia (Oslin); Department of Psychiatry, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center and New York State Psychiatric Institute, New York (Dixon, Erlich, First); Department of Psychiatry, Tufts Medical Center, Boston (Adler); Optum Idaho, Boise (Berlant); Department of Psychiatry, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, New York (Siris); Department of Psychiatry, University of Colorado School of Medicine, Aurora (Winston)
| | - Beth Goldman
- Group for the Advancement of Psychiatry, Dallas (all authors); Department of Psychiatry, Geisel School of Medicine at Dartmouth, Hanover, New Hampshire (Brunette); Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania and Philadelphia Veterans Administration Medical Center, Philadelphia (Oslin); Department of Psychiatry, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center and New York State Psychiatric Institute, New York (Dixon, Erlich, First); Department of Psychiatry, Tufts Medical Center, Boston (Adler); Optum Idaho, Boise (Berlant); Department of Psychiatry, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, New York (Siris); Department of Psychiatry, University of Colorado School of Medicine, Aurora (Winston)
| | - Bruce Levine
- Group for the Advancement of Psychiatry, Dallas (all authors); Department of Psychiatry, Geisel School of Medicine at Dartmouth, Hanover, New Hampshire (Brunette); Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania and Philadelphia Veterans Administration Medical Center, Philadelphia (Oslin); Department of Psychiatry, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center and New York State Psychiatric Institute, New York (Dixon, Erlich, First); Department of Psychiatry, Tufts Medical Center, Boston (Adler); Optum Idaho, Boise (Berlant); Department of Psychiatry, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, New York (Siris); Department of Psychiatry, University of Colorado School of Medicine, Aurora (Winston)
| | - Samuel Siris
- Group for the Advancement of Psychiatry, Dallas (all authors); Department of Psychiatry, Geisel School of Medicine at Dartmouth, Hanover, New Hampshire (Brunette); Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania and Philadelphia Veterans Administration Medical Center, Philadelphia (Oslin); Department of Psychiatry, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center and New York State Psychiatric Institute, New York (Dixon, Erlich, First); Department of Psychiatry, Tufts Medical Center, Boston (Adler); Optum Idaho, Boise (Berlant); Department of Psychiatry, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, New York (Siris); Department of Psychiatry, University of Colorado School of Medicine, Aurora (Winston)
| | - Helena Winston
- Group for the Advancement of Psychiatry, Dallas (all authors); Department of Psychiatry, Geisel School of Medicine at Dartmouth, Hanover, New Hampshire (Brunette); Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania and Philadelphia Veterans Administration Medical Center, Philadelphia (Oslin); Department of Psychiatry, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center and New York State Psychiatric Institute, New York (Dixon, Erlich, First); Department of Psychiatry, Tufts Medical Center, Boston (Adler); Optum Idaho, Boise (Berlant); Department of Psychiatry, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, New York (Siris); Department of Psychiatry, University of Colorado School of Medicine, Aurora (Winston)
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Cheng HG, Parker MA, Anthony JC. Female-male differences in prescription pain reliever dependence levels: Evidence on newly incident adolescent and young adult users in the United States, 2002-2014. Drug Alcohol Depend 2019; 204:107466. [PMID: 31518887 PMCID: PMC6878123 DOI: 10.1016/j.drugalcdep.2019.05.006] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/11/2018] [Revised: 05/02/2019] [Accepted: 05/02/2019] [Indexed: 12/14/2022]
Abstract
BACKGROUND A comprehensive epidemiology of dependence on prescription opioid pain relievers requires evidence about age-specific female-male differences, possibly manifest during adolescent and early adult years. In this study, we identified newly incident extra-medical users of prescription pain relievers (EMPPR), all observed with onsets before the 22nd birthday. We then quantified female-male differences in clinical features or manifestations of opioid dependence (OD), devised a measurement-equivalent OD dimension, and estimated age-specific female-male differences in OD levels. METHOD The population under study included 12-to-21-year-old non-institutionalized civilian community residents of United States sampled for recent nation-scale surveys. Confidential computer-assisted self-interviews identified newly incident EMPPR users (n = 10,188). Analysis-weighted estimation procedures yielded cumulative incidence proportions for each OD feature, evaluated measurement non-equivalence across subgroups, and estimated female-male differences age-by-age. RESULTS (1) Tolerance and salience ('spending a lot of time') are most common OD features. (2) Measurement non-equivalence (bias) was found across sex- and onset-age groups. (3) With biasing features removed, we can see elevated OD levels for female new initiates, age-by-age. Subsidiary analyses suggested possibly accelerated progression toward higher OD levels when extra-medical PPR use starts before age 18. CONCLUSIONS Dimensional approaches to OD and other drug use disorders have gained popularity but can be fragile when differential measurement biases are left uncontrolled. This study's bias-corrected dimensional view of female-male differences shows elevated OD levels among newly incident female EMPPR users relative to new male initiates. Future studies can check for accelerated progression to higher OD levels when EM use starts before age 18 years.
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Affiliation(s)
- Hui G. Cheng
- Department of Epidemiology and Biostatistics, Michigan State University, East Lansing, MI, 48824, USA
| | - Maria A. Parker
- Department of Psychiatry, Vermont Center on Behavior and Health, University of Vermont, Burlington, VT, 05401, USA
| | - James C. Anthony
- Department of Epidemiology and Biostatistics, Michigan State University, East Lansing, MI, 48824, USA
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De Nadai AS, Little T, McCabe SE, Schepis TS. Diverse diagnostic profiles associated with prescription opioid use disorder in a nationwide sample: One crisis, multiple needs. J Consult Clin Psychol 2019; 87:849-858. [PMID: 31556662 PMCID: PMC6764519 DOI: 10.1037/ccp0000429] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
OBJECTIVE The opioid crisis has had devastating effects on individuals and communities, and it has rapidly increased in severity. However, we still lack nationally representative information on the diversity of comorbidity patterns among prescription opioid use disorder (P-OUD), other substance use disorders (SUDs), and psychopathology using the newest edition of the Diagnostic and Statistical Manual of Mental Disorders (5th ed.; DSM-5; American Psychiatric Association, 2013). This impedes planning for multiple aspects of intervention, including society-wide allocation of treatment resources, program design at individual treatment centers, and personalized care to individual patients. METHOD To address this critical gap in information, we evaluated clinical profiles of American adults via latent class analysis in a large, recently collected epidemiological dataset that uses structured diagnostic assessment for DSM-5 psychopathology (National Epidemiologic Survey on Alcohol and Related Conditions-III; N = 36,309). Variables considered for profiles included lifetime diagnosis for multiple SUDs, various externalizing and internalizing conditions, and demographic variables. We then associated clinical profiles with demographic variables and functional impairment. RESULTS Comorbid psychopathology and other SUDs were common in latent classes with elevated and very high rates of P-OUD. To illustrate, alcohol use disorder rates were greater than 45%, and posttraumatic stress disorder rates were greater than 28% in classes with higher P-OUD rates. Higher P-OUD rates were associated with White/non-Hispanic and American Indian/Alaska Native populations. Relationships between P-OUD rates and functional impairment were inconsistent. CONCLUSION Many current treatment delivery systems are not designed to accommodate the heterogeneous profiles associated with high P-OUD rates. We provide specific suggestions for improvements to the mental health service system, individual clinical care programs, and future research approaches. (PsycINFO Database Record (c) 2019 APA, all rights reserved).
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Affiliation(s)
| | - Tara Little
- Department of Psychology, Texas State University
| | - Sean E. McCabe
- Center for the Study of Drugs, Alcohol, Smoking and Health,
School of Nursing, University of Michigan
- Institute for Research on Women and Gender, University of
Michigan
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Henche Ruiz AI. Uso problemático de los analgésicos opioides de prescripción: clasificación y tratamientos eficaces. Med Clin (Barc) 2019; 152:458-465. [DOI: 10.1016/j.medcli.2018.10.008] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2018] [Revised: 10/14/2018] [Accepted: 10/16/2018] [Indexed: 10/27/2022]
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Baughman M, Tossone K, Singer MI, Flannery DJ. Evaluation of Treatment and Other Factors That Lead to Drug Court Success, Substance Use Reduction, and Mental Health Symptomatology Reduction Over Time. INTERNATIONAL JOURNAL OF OFFENDER THERAPY AND COMPARATIVE CRIMINOLOGY 2019; 63:257-275. [PMID: 30058416 DOI: 10.1177/0306624x18789832] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
Adults presenting with substance use and mental health disorders in the criminal justice system is well documented. While studies have examined drug courts and medication-assisted treatment (MAT), few have examined social and behavioral health indicators, and even fewer have multiple study periods. This study employed a comprehensive approach to studying the MAT contribution to drug court success; reduce substance use, mental health symptoms, and risky behaviors; and the role that violence or trauma plays in mental health symptomatology. Using three time points, our findings indicated that MAT did not play a significant role in the reduction of substance use, risky behaviors, or mental health symptoms or increasing the odds of successful court graduation. However, there was an overall improvement from intake to termination in reduction of substance use, risky behaviors, and mental health symptomatology. Other factors, including social support, may play a role in drug court graduation. Policy implications are discussed.
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Affiliation(s)
| | | | - Mark I Singer
- 1 Case Western Reserve University, Cleveland, OH, USA
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47
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Burns JA, Kroll DS, Feldman DE, Kure Liu C, Manza P, Wiers CE, Volkow ND, Wang GJ. Molecular Imaging of Opioid and Dopamine Systems: Insights Into the Pharmacogenetics of Opioid Use Disorders. Front Psychiatry 2019; 10:626. [PMID: 31620026 PMCID: PMC6759955 DOI: 10.3389/fpsyt.2019.00626] [Citation(s) in RCA: 40] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/15/2019] [Accepted: 08/05/2019] [Indexed: 12/21/2022] Open
Abstract
Opioid use in the United States has steadily risen since the 1990s, along with staggering increases in addiction and overdose fatalities. With this surge in prescription and illicit opioid abuse, it is paramount to understand the genetic risk factors and neuropsychological effects of opioid use disorder (OUD). Polymorphisms disrupting the opioid and dopamine systems have been associated with increased risk for developing substance use disorders. Molecular imaging studies have revealed how these polymorphisms impact the brain and contribute to cognitive and behavioral differences across individuals. Here, we review the current molecular imaging literature to assess how genetic variations in the opioid and dopamine systems affect function in the brain's reward, cognition, and stress pathways, potentially resulting in vulnerabilities to OUD. Continued research of the functional consequences of genetic variants and corresponding alterations in neural mechanisms will inform prevention and treatment of OUD.
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Affiliation(s)
- Jamie A Burns
- National Institute on Alcohol Abuse and Alcoholism, Bethesda, MD, United States
| | - Danielle S Kroll
- National Institute on Alcohol Abuse and Alcoholism, Bethesda, MD, United States
| | - Dana E Feldman
- National Institute on Alcohol Abuse and Alcoholism, Bethesda, MD, United States
| | | | - Peter Manza
- National Institute on Alcohol Abuse and Alcoholism, Bethesda, MD, United States
| | - Corinde E Wiers
- National Institute on Alcohol Abuse and Alcoholism, Bethesda, MD, United States
| | - Nora D Volkow
- National Institute on Alcohol Abuse and Alcoholism, Bethesda, MD, United States.,National Institute on Drug Abuse, Bethesda, MD, United States
| | - Gene-Jack Wang
- National Institute on Alcohol Abuse and Alcoholism, Bethesda, MD, United States
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John WS, Wu LT. Sex differences in the prevalence and correlates of emergency department utilization among adults with prescription opioid use disorder. Subst Use Misuse 2019; 54:1178-1190. [PMID: 30727792 PMCID: PMC6483831 DOI: 10.1080/10826084.2019.1568495] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
BACKGROUND The emergency department (ED) is well-suited as an opportunity to increase treatment access for prescription opioid use disorder (POUD). We examined sex differences in ED utilization among individuals with POUD to understand potential sex-specific treatment barriers and needs. METHODS Data from the 2005-2014 National Surveys on Drug use and Health were analyzed to examine the prevalence and correlates of past-year ED utilization among male and female adults aged 18 or older with POUD (n = 4412). RESULTS Overall, 58.2% of adults with POUD reported past-year ED utilization. Adjusted logistic regression revealed that females (vs. males) with POUD were more likely to report past-year ED utilization. Among females with POUD, older age, lower income, obtaining opioids from a physician, major depressive episode, and greater POUD severity were associated with increased odds of ED utilization. Among males with POUD, public insurance and obtaining opioids from a physician were associated with ED utilization. A larger proportion of males with POUD reporting ED use had multiple substance use disorders than those with no ED use. Treatment history (lifetime or past-year) for alcohol, drugs, or opioid use was associated with increased odds of ED use among males and females with POUD. Conclusions/Importance: Males and females with POUD presenting to the ED may have distinct predisposing, enabling, and need-related correlates. Sex-specific screening and intervention strategies may be useful to maximize the utility of the ED to address POUD.
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Affiliation(s)
- William S John
- a Department of Psychiatry and Behavioral Sciences , Duke University Medical Center , Durham , North Carolina , USA
| | - Li-Tzy Wu
- a Department of Psychiatry and Behavioral Sciences , Duke University Medical Center , Durham , North Carolina , USA.,b Department of Medicine, Division of General Internal Medicine , Duke University Medical Center , Durham , North Carolina , USA.,c Duke Clinical Research Institute , Duke University Medical Center , Durham , North Carolina , USA.,d Center for Child and Family Policy, Sanford School of Public Policy , Duke University , Durham , North Carolina , USA
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49
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Ford JA, Hinojosa MS, Nicholson HL. Disability status and prescription drug misuse among U.S. adults. Addict Behav 2018; 85:64-69. [PMID: 29852357 DOI: 10.1016/j.addbeh.2018.05.019] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2017] [Revised: 04/24/2018] [Accepted: 05/23/2018] [Indexed: 11/15/2022]
Abstract
BACKGROUND The U.S. is in the midst of a public health crisis related to drug overdose deaths. Largely responsible for the dramatic increase in overdose deaths is the misuse of prescription drugs such as opioids and benzodiazepines. While much research attention has focused on correlates of prescription drug misuse in recent years, notable gaps in the literature remain. The current research addresses one of these gaps by examining the relationship between disability status and prescription drug misuse. METHOD We examine data from the 2015 National Survey on Drug use and Health, a leading source of epidemiological data on drug use in the United States that added questions related to disability status to the 2015 survey. The current research assessed the relationship between disability status (i.e. activities of daily living and instrumental activities of daily living) and prescription drug misuse (i.e. opioids and benzodiazepines) among adults. RESULTS Findings from multinomial logistic regression analysis showed that a disability related to activities of daily living was correlated with opioid misuse, while a disability associated with instrumental activities of daily living was associated with benzodiazepine misuse and misuse of both. In addition, health related measures had a greater impact on the relationship between disability status and prescription drug misuse than did the social engagement/isolation measures. CONCLUSION Findings indicated that disability status is a significant correlate of prescription drug misuse. However, this relationship was largely mediated by measures associated with poor health and social engagement/isolation.
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Affiliation(s)
- Jason A Ford
- Department of Sociology, University of Central Florida, Orlando, FL 32816, United States.
| | | | - Harvey L Nicholson
- Department of Sociology, University of Central Florida, Orlando, FL 32816, United States
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Coloma-Carmona A, Carballo JL, Rodríguez-Marín J, van-der Hofstadt CJ. The Adjective Rating Scale for Withdrawal: Validation of its ability to assess severity of prescription opioid misuse. Eur J Pain 2018; 23:307-315. [PMID: 30098112 DOI: 10.1002/ejp.1305] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2017] [Revised: 08/04/2018] [Accepted: 08/07/2018] [Indexed: 01/05/2023]
Abstract
BACKGROUND Withdrawal symptoms have been widely shown to be a useful indicator of the severity of opioid dependence. One of the most used instruments to assess them is the Adjective Rating Scale for Withdrawal (ARSW). However, there is a lack of adaptations and validations for its use with prescription opioids, even less for chronic pain patients under treatment with these analgesics. Thus, the aims of this study were to analyse the psychometric properties and invariance across gender of the ARSW in a sample of chronic noncancer pain patients. METHODS Data were collected from 208 consumers of opioid medication, chronic noncancer pain patients. Participants completed sociodemographic, ARSW, prescription opioid dependence (DSM-IV-TR) and prescription opioid-use disorder (DSM-5) measurements. Gender invariance was assessed through multigroup confirmatory factor analysis (CFA). RESULTS The ARSW showed a unidimensional factor structure and high internal consistency (Cronbach's alpha = 0.85). Multigroup CFA showed configural, metric, scalar and strict invariances of ARSW across gender. Predictive validity analyses indicated that ARSW has good capacity for identifying the severity of prescription opioid-use disorder, using both DSM-IV-TR and DSM-5 criteria. CONCLUSIONS These findings show that the ARSW is a valid and reliable tool for use in the assessment of the withdrawal of prescription opioids in chronic pain patients under treatment with these analgesics, regardless of their gender. SIGNIFICANCE Findings supported the reliability and validity of the ARSW to assess withdrawal of prescription opioids in individuals with chronic noncancer pain. The instrument can be applied indistinctly in men and women. An increase in the ARSW scores could be used as an indicator of potential risk of prescription opioid-use disorder during long-term treatments.
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Affiliation(s)
| | - José Luis Carballo
- Center for Applied Psychology, Miguel Hernández University, Elche, Spain
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