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Ward MK, Guille C, Jafry A, Gwanzura T, Pryce K, Lewis P, Brady KT. Digital health interventions to support women with opioid use disorder: A scoping review. Drug Alcohol Depend 2024; 261:111352. [PMID: 38861765 DOI: 10.1016/j.drugalcdep.2024.111352] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/27/2023] [Revised: 05/17/2024] [Accepted: 05/28/2024] [Indexed: 06/13/2024]
Abstract
BACKGROUND Digital health interventions have the potential to address barriers to care for women. To design effective digital health interventions that meet the needs of this population, a full assessment of the existing literature is required. METHODS This scoping review followed the Preferred Reporting Items for Systematic reviews and Meta-Analyses extension for Scoping Reviews (PRISMA-ScR) Checklist. A total of four databases were searched: Medline (OVID), Embase, the Cumulative Index to Nursing and Allied Health Literature, and PsychInfo. Search terms were informed by a preliminary search and included synonyms for opioid use disorder, digital health, and women. Abstract screening and full text review was completed after reviewer calibration. Data extraction was carried out through data charting. RESULTS After removal of duplicates, 901 abstracts were screened; the full text of 26 manuscripts were reviewed. After full text review, 17 studies published between 2018 and 2023 were included in the scoping review. Types of digital health interventions and study designs varied widely, with a majority focused on the peripartum period (n=12). Of 11 studies focused on OUD treatment, only three reported outcomes related to MOUD utilization. Two studies described community engagement to inform the development or modification of interventions. CONCLUSION A variety of digital health interventions are currently being used to address OUD among women. Areas for future work include examining efficacy for MOUD utilization, incorporating community engagement into intervention development, providing support for OUD treatment and recovery in the late postpartum period and beyond, and the development of mobile health applications.
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Affiliation(s)
- Melissa K Ward
- Department of Epidemiology, Robert Stempel College of Public Health and Social Work, Florida International University, 11200 S.W. 8th Street, AHC5-490, Miami, FL 33199, USA.
| | - Constance Guille
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, 67 President St, Charleston, SC 29425, USA
| | - Ayesha Jafry
- Department of Epidemiology, Robert Stempel College of Public Health and Social Work, Florida International University, 11200 S.W. 8th Street, AHC5-490, Miami, FL 33199, USA
| | - Tendai Gwanzura
- Department of Epidemiology, Robert Stempel College of Public Health and Social Work, Florida International University, 11200 S.W. 8th Street, AHC5-490, Miami, FL 33199, USA
| | - Kayla Pryce
- Department of Health Promotion and Disease Prevention, Robert Stempel College of Public Health and Social Work, Florida International University, 11200 S.W. 8th Street, AHC5-405, Miami, FL 33199, USA
| | - Patrice Lewis
- Department of Epidemiology, Robert Stempel College of Public Health and Social Work, Florida International University, 11200 S.W. 8th Street, AHC5-490, Miami, FL 33199, USA
| | - Kathleen T Brady
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, 67 President St, Charleston, SC 29425, USA
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Koltenyuk V, Mrad I, Choe I, Ayoub MI, Kumaraswami S, Xu JL. Multimodal Acute Pain Management in the Parturient with Opioid Use Disorder: A Review. J Pain Res 2024; 17:797-813. [PMID: 38476879 PMCID: PMC10928917 DOI: 10.2147/jpr.s434010] [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: 09/02/2023] [Accepted: 01/08/2024] [Indexed: 03/14/2024] Open
Abstract
The opioid epidemic in the United States has led to an increasing number of pregnant patients with opioid use disorder (OUD) presenting to obstetric units. Caring for this complex patient population requires an interdisciplinary approach involving obstetricians, anesthesiologists, addiction medicine physicians, psychiatrists, and social workers. The management of acute pain in the parturient with OUD can be challenging due to several factors, including respiratory depression, opioid tolerance, and opioid-induced hyperalgesia. Patients with a history of OUD can present in one of three categories: 1) those with untreated OUD; 2) those who are currently abstinent from opioids; 3) those being treated with medications to prevent withdrawal. A patient-centered, multimodal approach is essential for optimal peripartum pain relief and prevention of adverse maternal and neonatal outcomes. Medications for opioid use disorder (MOUD), previously referred to as medication-assisted therapy (MAT), include opioids like methadone, buprenorphine, and naltrexone. These are prescribed for pregnant patients with OUD, but appropriate dosing and administration of these medications are critical to avoid withdrawal in the mother. Non-opioid analgesics such as acetaminophen and nonsteroidal anti-inflammatory drugs (NSAIDs) can be used in a stepwise approach, and regional techniques like neuraxial anesthesia and truncal blocks offer opioid-sparing options. Other medications like ketamine, clonidine, dexmedetomidine, nitrous oxide, and gabapentinoids show promise for pain management but require further research. Overall, a comprehensive pain management strategy is essential to ensure the well-being of both the mother and the fetus in pregnant patients with OUD.
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Affiliation(s)
| | - Ismat Mrad
- Anesthesiology and Perioperative Medicine, University of Rochester, Rochester, NY, USA
| | - Ian Choe
- School of Medicine, New York Medical College, Valhalla, NY, USA
| | - Mohamad Ibrahim Ayoub
- Department of Anesthesiology, New York University Grossman School of Medicine, New York, NY, USA
| | - Sangeeta Kumaraswami
- Department of Anesthesiology, Westchester Medical Center/New York Medical College, Valhalla, NY, USA
| | - Jeff L Xu
- Department of Anesthesiology, Westchester Medical Center/New York Medical College, Valhalla, NY, USA
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DeSisto CL, Terplan M, Kacha-Ochana A, Green JL, Mueller T, Cox S, Ko JY. Buprenorphine use and setting type among reproductive-aged women self-reporting nonmedical prescription opioid use. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2023; 155:209083. [PMID: 37245854 PMCID: PMC10676438 DOI: 10.1016/j.josat.2023.209083] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/20/2022] [Revised: 04/11/2023] [Accepted: 05/23/2023] [Indexed: 05/30/2023]
Abstract
INTRODUCTION Screening for opioid misuse and treatment for opioid use disorder are critical for reducing morbidity and mortality. We sought to understand the extent of self-reported past 30-day buprenorphine use in various settings among women of reproductive age with self-reported nonmedical prescription opioid use being assessed for substance use problems. METHODS The study collected data from individuals being assessed for substance use problems using the Addiction Severity Index-Multimedia Version in 2018-2020. We stratified the sample of 10,196 women ages 12-55 self-reporting past 30-day nonmedical prescription opioid use by buprenorphine use and setting type. We categorized setting types as: buprenorphine in specialty addiction treatment, buprenorphine in office-based opioid treatment, and diverted buprenorphine. We included each woman's first intake assessment during the study period. The study assessed number of buprenorphine products, reasons for using buprenorphine, and sources of buprenorphine procurement. The study calculated frequency of reasons for using buprenorphine to treat opioid use disorder outside of a doctor-managed treatment, overall and by race/ethnicity. RESULTS Overall, 25.5 % of the sample used buprenorphine in specialty addiction treatment, 6.1 % used buprenorphine prescribed in office-based treatment, 21.7 % used diverted buprenorphine, and 46.7 % reported no buprenorphine use during the past 30 days. Among women who reported using buprenorphine to treat opioid use disorder, but not as part of a doctor-managed treatment, 72.3 % could not find a provider or get into a treatment program, 21.8 % did not want to be part of a program or see a provider, and 6.0 % reported both; a higher proportion of American Indian/Alaska Native women (92.1 %) reported that they could not find a provider or get into a treatment program versus non-Hispanic White (78.0 %), non-Hispanic Black (76.0 %), and Hispanic (75.0 %) women. CONCLUSIONS Appropriate screening for nonmedical prescription opioid use to assess need for treatment with medication for opioid use disorder is important for all women of reproductive age. Our data highlight opportunities to improve treatment program accessibility and availability and support the need to increase equitable access for all women.
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Affiliation(s)
- Carla L DeSisto
- Division of Reproductive Health, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, 4770 Buford Hwy NE, Chamblee, GA 30341, United States of America.
| | - Mishka Terplan
- Friends Research Institute, 1040 Park Ave, Baltimore, MD 21201, United States of America
| | - Akadia Kacha-Ochana
- Office of Strategy and Innovation, National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, 4770 Buford Hwy NE, Chamblee, GA 30341, United States of America
| | - Jody L Green
- Integrated Behavioral Health, Inflexxion, 2 Park Plaza, Suite 1200, Irvine, CA 92614, United States of America
| | - Trisha Mueller
- Division of Reproductive Health, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, 4770 Buford Hwy NE, Chamblee, GA 30341, United States of America
| | - Shanna Cox
- Division of Reproductive Health, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, 4770 Buford Hwy NE, Chamblee, GA 30341, United States of America
| | - Jean Y Ko
- Division of Reproductive Health, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, 4770 Buford Hwy NE, Chamblee, GA 30341, United States of America
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Lin CC, Callaghan BC, Burke JF, Kerber KA, Bicket MC, Esper GJ, Skolarus LE, Hill CE. Prescription Opioid Initiation for Neuropathy, Headache, and Low Back Pain: A US Population-based Medicare Study. THE JOURNAL OF PAIN 2023; 24:2268-2282. [PMID: 37468023 DOI: 10.1016/j.jpain.2023.07.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Revised: 07/07/2023] [Accepted: 07/08/2023] [Indexed: 07/21/2023]
Abstract
Neuropathy, headache, and low back pain (LBP) are common conditions requiring pain management. Yet little is known regarding whether access to specialists impacts opioid prescribing. We aimed to identify factors associated with opioid initiation among opioid-naïve older adults and evaluate how access to particular specialists impacts prescribing. This retrospective cohort study used a 20% Medicare sample from 2010 to 2017. Opioid initiation was defined as a first opioid prescription filled within 12 months after a diagnosis encounter. Disease-related opioid initiation was defined as a first opioid prescription filled within 7 days following a disease-specific claim. Logistic regression using generalized estimating equations was used to determine the association of patient demographics, provider types, and regional physician specialty density with disease-related opioid initiation, accounting for within-region correlation. We found opioid initiation steadily declined from 2010 to 2017 (neuropathy: 26-19%, headache: 31-20%, LBP: 45-32%), as did disease-related opioid initiation (4-3%, 12-7%, 29-19%) and 5 to 10% of initial disease-related prescriptions resulted in chronic opioid use within 12 months of initiation. Certain specialist visits were associated with a lower likelihood of disease-related opioid initiation compared with primary care. Residence in high neurologist density regions had a lower likelihood of disease-related opioid initiation (headache odds ratio [OR] .76 [95% CI: .63-.92]) and LBP (OR .7 [95% CI: .61-.81]) and high podiatrist density regions for neuropathy (OR .56 [95% CI: .41-.78]). We found that specialist visits and greater access to specialists were associated with a lower likelihood of disease-related opioid initiation. These data could inform strategies to perpetuate reductions in opioid use for these common pain conditions. PERSPECTIVE: This article presents how opioid initiation for opioid-naïve patients with newly diagnosed neuropathy, headache, and LBP varies across providers. Greater access to certain specialists decreased the likelihood of opioid initiation. Future work may consider interventions to support alternative treatments and better access to specialists in low-density regions.
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Affiliation(s)
- Chun Chieh Lin
- Department of Neurology, The Ohio State University, Columbus, Ohio; Health Services Research Program, Department of Neurology, University of Michigan, Ann Arbor, Michigan
| | - Brian C Callaghan
- Health Services Research Program, Department of Neurology, University of Michigan, Ann Arbor, Michigan
| | - James F Burke
- Department of Neurology, The Ohio State University, Columbus, Ohio
| | - Kevin A Kerber
- Department of Neurology, The Ohio State University, Columbus, Ohio
| | - Mark C Bicket
- Department of Anesthesiology, University of Michigan, Ann Arbor, Michigan
| | | | - Lesli E Skolarus
- Department of Neurology, Northwestern University, Chicago, Illinois
| | - Chloe E Hill
- Health Services Research Program, Department of Neurology, University of Michigan, Ann Arbor, Michigan
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Harton MR, Seo DC, Evans-Polce RJ, Nguyen I, Parker MA. Cigarette and e-cigarette use trajectories and prospective prescription psychotherapeutic drug misuse among adolescents and young adults. Addict Behav 2023; 147:107818. [PMID: 37540966 PMCID: PMC10528320 DOI: 10.1016/j.addbeh.2023.107818] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Revised: 07/19/2023] [Accepted: 07/27/2023] [Indexed: 08/06/2023]
Abstract
OBJECTIVE This study aimed to determine the potential longitudinal impact of different cigarette and e-cigarette use trajectories among people aged 10-24 on prescription drug misuse of psychotherapeutic drugs. METHODS Data came from waves 1-5 of the Population Assessment of Tobacco and Health (PATH) Study (2013-2019; n = 14,454). Group-based trajectory modeling identified groups of adolescents and young adults based on cigarette and e-cigarette use across the five waves. Weighted logistic regression models were fit to examine the association of group membership with two outcomes at all waves: 1) misuse of opioids, sedatives, and/or tranquilizers, and 2) misuse of Ritalin and/or Adderall, adjusting for background characteristics. RESULTS Five trajectory groups emerged: (1) non-use (77.7 %); (2) early-onset cigarette use with reducing use (4.6 %); (3) ever-increasing e-cigarette use (6.1 %); (4) stable dual use of cigarettes and e-cigarettes (3.2 %); and (5) accelerating dual use of cigarettes and e-cigarettes (8.4 %). In comparison to the non-use group, all other groups had significantly higher odds of misuse of opioids, tranquilizers, and/or sedatives and all but the early-onset cigarette use with reducing use group had significantly higher odds of misuse of Ritalin and/or Adderall by the end of wave 5. DISCUSSION Patterns of cigarette and e-cigarette use in adolescent and young adult populations may serve as important indicators for concurrent and prospective prescription psychotherapeutic drug misuse. Findings highlight the need for cigarette and e-cigarette use prevention, harm reduction, and/or cessation efforts among adolescents and young adults.
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Affiliation(s)
- Moriah R Harton
- Indiana University Bloomington, School of Public Health, Department of Epidemiology and Biostatistics, 809 E 9th St, Bloomington, IN 47405, USA
| | - Dong-Chul Seo
- Indiana University Bloomington, School of Public Health, Department of Applied Health Science, 1025 E 7th St, Bloomington, IN 47405, USA
| | - Rebecca J Evans-Polce
- University of Michigan, School of Nursing, Department of Health Behavior and Biological Sciences, 400 North Ingalls Building, Ann Arbor, MI 48109, USA
| | - Ivana Nguyen
- Indiana University Bloomington, School of Public Health, Department of Epidemiology and Biostatistics, 809 E 9th St, Bloomington, IN 47405, USA
| | - Maria A Parker
- Indiana University Bloomington, School of Public Health, Department of Epidemiology and Biostatistics, 809 E 9th St, Bloomington, IN 47405, USA.
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Hámor PU, Hartmann MC, Garcia A, Liu D, Pleil KE. Morphine-context associative memory and locomotor sensitization in mice are modulated by sex and context in a dose-dependent manner. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.11.03.565492. [PMID: 37961152 PMCID: PMC10635120 DOI: 10.1101/2023.11.03.565492] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/15/2023]
Abstract
Sex differences in opioid use, development of opioid used disorder, and relapse behaviors indicate potential variations in opioid effects between men and women. The locomotor and interoceptive effects of opioids play essential roles in opioid addiction, and uncovering the neural mechanisms underlying these effects remain crucial for developing effective treatments. In this study, we examined the dose-dependent effects of morphine on locomotor sensitization and the strength and stability of morphine-context associations in the conditioned place preference (CPP) paradigm in male and female mice, as well as the relationships between these measures. We observed that while CPP is similar between sexes, the locomotor effects of repeated morphine administration and withdrawal differentially contributed to the strength and stability of morphine-context associations. Specifically, females exhibited higher morphine-induced hyperlocomotion than males regardless of the context in which morphine was experienced. Greater locomotor sensitization to morphine in females than males emerged in a dose-dependent manner only when there was sufficient context information for CPP to be established. Additionally, the relationships between the locomotor effects of morphine and the strength and stability of CPP were different in males and females. In females, positive acute and sensitizing locomotor effects of morphine were correlated with a higher CPP score, while the opposite direction of this relationship was found in males. These results suggest that different aspects of the subjective experience of morphine intoxication and withdrawal are important for morphine abuse-related behaviors and highlight the importance of sex-specific responses in the context of opioid addiction.
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Affiliation(s)
- Peter U. Hámor
- Department of Pharmacology, Weill Cornell Medicine, Cornell University, New York, NY 10065
| | - Matthew C. Hartmann
- Department of Pharmacology, Weill Cornell Medicine, Cornell University, New York, NY 10065
| | - Aaron Garcia
- Department of Pharmacology, Weill Cornell Medicine, Cornell University, New York, NY 10065
| | - Dezhi Liu
- Department of Pharmacology, Weill Cornell Medicine, Cornell University, New York, NY 10065
| | - Kristen E. Pleil
- Department of Pharmacology, Weill Cornell Medicine, Cornell University, New York, NY 10065
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7
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Arnold ME, Schank JR. Aversion-associated drug and alcohol seeking in females. Front Neuroendocrinol 2023; 71:101095. [PMID: 37558185 DOI: 10.1016/j.yfrne.2023.101095] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/02/2023] [Revised: 07/27/2023] [Accepted: 08/06/2023] [Indexed: 08/11/2023]
Abstract
Compulsive drug intake is characterized by the continuation of use regardless of negative consequences. This is modeled preclinically using procedures where a negative stimulus is delivered contingently with consumption of the reinforcer. In humans, women and men exhibit different drug taking behavior as it pertains to overall use, withdrawal symptoms, and rate of dependence. In substance use research, females have often been excluded from many studies due to concerns that circulating sex hormones may affect drug seeking behavior. However, the more recent inclusion of females in preclinical studies has identified interesting sex differences in aversion-resistant intake of drugs and alcohol. This review will serve to summarize key findings in aversion-related intake of alcohol, psychostimulants, and opioids in females by examining studies that have included female subjects. Further discussion will examine the effect of intake model, neuroanatomical pathways, and sex hormones in the expression of aversion-resistant drug and alcohol consumption.
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Affiliation(s)
- Miranda E Arnold
- Department of Physiology and Pharmacology, College of Veterinary Medicine, University of Georgia, Athens, GA 30602, USA
| | - Jesse R Schank
- Department of Physiology and Pharmacology, College of Veterinary Medicine, University of Georgia, Athens, GA 30602, USA.
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8
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Little KM, Kosten TA. Focus on fentanyl in females: Sex and gender differences in the physiological and behavioral effects of fentanyl. Front Neuroendocrinol 2023; 71:101096. [PMID: 37597668 DOI: 10.1016/j.yfrne.2023.101096] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/30/2023] [Revised: 08/08/2023] [Accepted: 08/16/2023] [Indexed: 08/21/2023]
Abstract
The prevalence of opioid use disorder and overdose continues to harm the U.S. population and is further exacerbated by the use of the synthetic opioid, fentanyl, and its analogs. Gender differences in the effects of fentanyl are not well understood. The present article reviews evidence for gender and sex differences in the physiological and behavioral effects of fentanyl in humans and animals. Biological sex seems to be a foundational driver in addiction vulnerability and affects mechanisms related to opioid use including fentanyl. Fentanyl has distinct pharmacodynamics and enhanced efficacy relative to other opioids that highlights the need to investigate how females may be uniquely altered by its use. Behavioral and physiological responses to fentanyl are found to differ by sex and gender in many cases, including outputs like affective symptoms, analgesia, tolerance, and withdrawal emphasizing the need for further research about the role of biological sex on fentanyl use.
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Affiliation(s)
- Kaitlyn M Little
- Department of Psychology, University of Houston, Houston, TX, United States
| | - Therese A Kosten
- Department of Psychology, University of Houston, Houston, TX, United States.
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9
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Miller SE, Hong JH, Almeida DM. Sense of control and likelihood of prescription drug misuse 10-years later among middle-aged and older adults. Aging Ment Health 2023; 27:2070-2077. [PMID: 36636788 PMCID: PMC10336171 DOI: 10.1080/13607863.2023.2165623] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/15/2022] [Accepted: 12/30/2022] [Indexed: 01/14/2023]
Abstract
Objectives: Sense of control (i.e. one's beliefs about their ability to influence life circumstances) has been linked to various psychological outcomes. However, it is unknown if sense of control is protective against prescription drug misuse (PDM). The present study sought to evaluate if sense of control is associated with reduced odds of PDM 9 to 10 years later among a sample of middle-aged and older adults.Methods: Data were evaluated from participants (M = 54 years, SD = 10.86; N = 2,108) of the second and third waves of the Midlife in the United States study. Logistic regression models were used to assess whether baseline sense of control (Wave 2) predicted odds of PDM 9 to 10 years later (Wave 3).Results: Findings revealed that greater sense of control at baseline was related to reduced odds of subsequent PDM (OR = 0.78; 95% CI: 0.64, 0.95), adjusting for baseline PDM, sociodemographic characteristics, health behaviors, psychological factors, number of prescription medications, and health. When assessing the subscales of sense of control separately, constraints (OR = 1.19; 95% CI: 1.00, 1.42), but not mastery (OR = 0.96; 95% CI: 0.80, 1.12), was predictive of odds of subsequent PDM. Further, being female was associated with greater odds of PDM (OR = 1.46; 95% CI: 1.02, 2.09), but did not moderate the association between sense of control and PDM.Conclusions: Sense of control may be a novel and viable target for interventions (e.g. using mobile phone apps) aimed at mitigating prescription drug misuse.
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Affiliation(s)
- Sara E. Miller
- Department of Human Development and Family Studies, The Pennsylvania State University
- Center for Healthy Aging, The Pennsylvania State University
| | - Joanna H. Hong
- Department of Human Development and Family Studies, The Pennsylvania State University
- Center for Healthy Aging, The Pennsylvania State University
| | - David M. Almeida
- Department of Human Development and Family Studies, The Pennsylvania State University
- Center for Healthy Aging, The Pennsylvania State University
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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: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/28/2023] [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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Short NA, Austin AE, Naumann RB. Associations between insomnia symptoms and prescription opioid and benzodiazepine misuse in a nationally representative sample. Addict Behav 2023; 137:107507. [PMID: 36244243 DOI: 10.1016/j.addbeh.2022.107507] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2022] [Revised: 09/13/2022] [Accepted: 09/16/2022] [Indexed: 10/06/2022]
Abstract
BACKGROUND There are complex associations between insomnia symptoms and misuse of prescription drugs. The aim of this study was to examine prospective associations between insomnia symptoms and prescription opioid and benzodiazepine misuse among a nationally representative sample of adults. METHODS Utilizing data from the National Longitudinal Study of Adolescent to Adult Health (N = 10,685), we conducted log-binomial regression to examine associations of insomnia symptoms at Wave IV (2008-2009; 24-32 years) with prescription opioid and benzodiazepine misuse at Wave V (2016-2018; 33-43 years). We adjusted analyses for prior insomnia symptoms and substance misuse, as well as potential demographic and health-related confounders. RESULTS Each unit increase in insomnia symptoms at Wave IV was associated with a small increase in the likelihood of prescription opioid (RR = 1.08, 95 % CI 1.01, 1.15) but not benzodiazepine (RR = 1.09, 95 % CI 0.99, 1.21) use at Wave V. Both prescription opioid (β = 0.20, 95 % CI 0.09, 0.031) and benzodiazepine (β = 0.21, 95 % CI 0.10, 0.33) misuse at Wave IV had small associations with elevated insomnia symptoms at Wave V. CONCLUSIONS Results support associations between prescription opioid and benzodiazepine misuse and later insomnia symptoms. There was a small association between insomnia symptoms and later prescription opioid misuse worthy of future study. These results fit within a broad line of research suggesting that insomnia symptoms are associated with future substance use and vice versa. Future research is needed explore mechanisms (e.g., mental health, pain) underlying these associations.
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Affiliation(s)
- Nicole A Short
- Department of Anesthesiology, School of Medicine, University of North Carolina at Chapel Hill, United States; Department of Psychology, University of Nevada, Las Vegas, United States.
| | - Anna E Austin
- Department of Maternal and Child Health, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, United States; Injury Prevention Research Center, University of North Carolina at Chapel Hill, United States
| | - Rebecca B Naumann
- Injury Prevention Research Center, University of North Carolina at Chapel Hill, United States; Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, United States
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12
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Arnos D, Acevedo A. Homelessness and Gender: Differences in Characteristics and Comorbidity of Substance Use Disorders at Admission to Services. Subst Use Misuse 2023; 58:27-35. [PMID: 36519365 DOI: 10.1080/10826084.2022.2136491] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Background: Substance use disorders and homelessness are two closely related behavioral health issues. This study examines associations between homelessness and severity of substance use disorder (SUD) characteristics (inclusive of alcohol and other legal and illegal drugs) and presence of mental health comorbidity among individuals entering treatment for SUD. We also examine differences in SUD and mental health comorbidity by gender within a sample of clients experiencing homelessness upon admission to treatment. Methods: Using the 2017 Treatment Episodes Data Set, we used logistic regression models to examine the association between homelessness and indicators of severity (e.g., frequency of use, route of transmission) and the presence of mental health conditions, and to examine the association between gender and these dependent variables among only individuals experiencing homelessness at treatment admission. Results: After controlling for covariates, homelessness is significantly associated with increased odds of cocaine and methamphetamine use compared to all other substances, higher frequency of use, younger age of first use, use of more substances, injection drug use, and co-occurring mental health conditions. Female gender is inversely associated with younger age at first use and highly associated with co-occurring mental health conditions among those experiencing homelessness at admission to treatment. Conclusions: Individuals experiencing homelessness enter substance use services with different characteristics of substance use disorders, different patterns of use, and with higher rates of mental health comorbidity. Within homeless admissions, women have significant differences in substance use and higher likelihood of mental health comorbidity than men. Future research should focus on the specific treatment needs of individuals experiencing homelessness, and how the combination of homelessness and gender affects barriers and challenges to treatment.
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Affiliation(s)
- Diane Arnos
- School of Public Health, University of California, Berkeley, California, USA
| | - Andrea Acevedo
- Department of Community Health, Tufts University, Medford, Massachusetts, USA
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13
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James D. An initial framework for the study of internalized racism and health: Internalized racism as a racism‐induced identity threat response. SOCIAL AND PERSONALITY PSYCHOLOGY COMPASS 2022. [DOI: 10.1111/spc3.12712] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Drexler James
- Department of Psychology University of Minnesota Minneapolis Minnesota USA
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14
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Williams JR, Alam IZ, Ranapurwala SI. Trajectories and correlates of opioid prescription receipt among patients experiencing interpersonal violence. PLoS One 2022; 17:e0273846. [PMID: 36083884 PMCID: PMC9462725 DOI: 10.1371/journal.pone.0273846] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2022] [Accepted: 08/16/2022] [Indexed: 11/30/2022] Open
Abstract
Interpersonal violence increases vulnerability to the deleterious effects of opioid use. Increased opioid prescription receipt is a major contributor to the opioid crisis; however, our understanding of prescription patterns and risk factors among those with a history of interpersonal violence remains elusive. This study sought to identify 5-year longitudinal patterns of opioid prescription receipt among patients experiencing interpersonal violence within a large healthcare system and sociodemographic and clinical characteristics associated with prescription patterns. This secondary analysis examined electronic health record data from January 2004–August 2019 for a cohort of patients (N = 1,587) referred for interpersonal violence services. Latent class growth analysis was used to estimate trajectories of opioid prescription receipt over a 5-year period. Standardized differences were calculated to assess variation in sociodemographic and clinical characteristics between classes. Our cohort had a high prevalence of prescription opioid receipt (73.3%) and underlying co-morbidities, including chronic pain (54.6%), substance use disorders (39.0%), and mental health diagnoses (76.9%). Six prescription opioid receipt classes emerged, characterized by probability of any prescription opioid receipt at the start and end of the study period (high, medium, low, never) and change in probability over time (increasing, decreasing, stable). Classes with the highest probability of prescription opioids also had the highest proportions of males, chronic pain diagnoses, substance use disorders, and mental health diagnoses. Black, non-Hispanic and Hispanic patients were more likely to be in low or no prescription opioid receipt classes. These findings highlight the importance of monitoring for synergistic co-morbidities when providing pain management and offering treatment that is trauma-informed, destigmatizing, and integrated into routine care.
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Affiliation(s)
- Jessica R. Williams
- School of Nursing, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
- * E-mail:
| | - Ishrat Z. Alam
- Department of Epidemiology, Gillings School of Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
- Injury Prevention Research Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
| | - Shabbar I. Ranapurwala
- Department of Epidemiology, Gillings School of Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
- Injury Prevention Research Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
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15
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Grundmann O, Veltri CA, Morcos D, Knightes D, Smith KE, Singh D, Corazza O, Cinosi E, Martinotti G, Walsh Z, Swogger MT. Exploring the self-reported motivations of kratom ( Mitragyna speciosa Korth.) use: a cross-sectional investigation. THE AMERICAN JOURNAL OF DRUG AND ALCOHOL ABUSE 2022; 48:433-444. [PMID: 35389321 DOI: 10.1080/00952990.2022.2041026] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Revised: 01/30/2022] [Accepted: 02/02/2022] [Indexed: 06/14/2023]
Abstract
Background: Kratom (Mitragyna speciosa Korth.) use outside of Southeast Asia has increased over the past decade. Objectives: This investigation clarifies kratom's role in perceived well-being, overall health, and temporal correlation with drug use to understand kratom's role in the self-treatment of substance use disorders (SUDs). Methods: Between July 2019 and July 2020 an anonymous, cross-sectional, online survey was taken by 7,381 people who use kratom (PWUK) recruited through social media and other online resources. This included an assessment of (a) the relationship between self-reported overall health, concomitant use of drugs of misuse, and demographics; (b) the perceived effectiveness of kratom in self-treating diagnosed health conditions or symptoms; (c) the profile of PWUK primarily for drug dependence, pain, and mood or mental health conditions based on demographics. Results: A total of 5,152 valid responses (45.9% females/53.7% males) were collected. Kratom was primarily used for self-treating pain (73.0%) and improving emotional or mental health conditions (42.2%) without clinical supervision. Those with a SUD (synthetic opioids, methadone, benzodiazepines, or heroin) used kratom after discontinuing illicit or other drugs (94.8%). The primary substances taken before or concomitantly with kratom were cannabis, cannabidiol, benzodiazepines, or kava. PWUKs report a dose-dependent benefit for alleviating pain and relieving negative moods. Adverse effects were primarily gastrointestinal, typically at high (>5 g/dose) and frequent (>22 doses/week) dosing. Conclusions: Kratom was primarily used as a harm-reduction agent for SUDs and self-treatment of chronic conditions. Healthcare professionals need better information about kratom, its potential adverse effects, and clinically significant drug interactions.
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Affiliation(s)
- Oliver Grundmann
- Department of Medicinal Chemistry, College of Pharmacy, University of Florida, Gainesville, FL, USA
- Department of Pharmaceutical Sciences, College of Pharmacy, Midwestern University, Glendale, AZ, USA
| | - Charles A Veltri
- Department of Pharmaceutical Sciences, College of Pharmacy, Midwestern University, Glendale, AZ, USA
| | - Diana Morcos
- Department of Pharmaceutical Sciences, College of Pharmacy, Midwestern University, Glendale, AZ, USA
| | - David Knightes
- Department of Pharmaceutical Sciences, College of Pharmacy, Midwestern University, Glendale, AZ, USA
| | - Kirsten E Smith
- Translational Addiction Medicine Branch, National Institute on Drug Abuse Intramural Research Program, Baltimore, MD, USA
| | - Darshan Singh
- Centre for Drug Research, Universiti Sains Malaysia, Penang, Malaysia
| | - Ornella Corazza
- Department of Clinical, Pharmaceutical and Biological Sciences, University of Hertfordshire, Hatfield, UK
| | - Eduardo Cinosi
- Department of Clinical, Pharmaceutical and Biological Sciences, University of Hertfordshire, Hatfield, UK
- Hertfordshire Partnership University NHS Foundation Trust, St. Albans, UK
| | - Giovanni Martinotti
- Department of Clinical, Pharmaceutical and Biological Sciences, University of Hertfordshire, Hatfield, UK
- Department of Neuroscience, Imaging, Clinical Sciences, University "G.d'annunzio" of Chieti Pescara, Chieti, Italy
| | - Zach Walsh
- Department of Psychology, University of British Columbia, Kelowna, British Columbia, Canada
| | - Marc T Swogger
- Department of Psychiatry, University of Rochester Medical Center, Rochester, NY, USA
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16
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'I Was Present but I Was Absent': Perceptions and Experiences of the Non-Medical Use of Prescription or over the Counter Medication among Employed South African Women. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19127151. [PMID: 35742395 PMCID: PMC9222615 DOI: 10.3390/ijerph19127151] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 05/20/2022] [Revised: 06/08/2022] [Accepted: 06/09/2022] [Indexed: 12/04/2022]
Abstract
BACKGROUND The need for workplace substance use prevention programmes globally and in South Africa is driven by the growing problem of substance use and the associated burden on the health and welfare of employees, their families and organizations. Substance use, which include the non-medical use of medications (both prescription and over-the counter), remains widespread and is a major cause of mortality and a risk factor for non-communicable diseases (NCDs). METHOD Twenty in-depth semi-structured qualitative interviews were conducted with employed women in treatment or shortly out of treatment for the non-medically indicated use of over the counter or/and prescription medications (NMIU). These interviews were conducted face-to face with women residing in the Western and Eastern Cape provinces of South Africa. Thematic analysis using NVIVO was used to analyse data collected. RESULTS The findings from this study suggest that previous use of legal or illegal substances and challenging life experiences underpin pathways to the non-medical use of over-the-counter and prescription medications among employed women. Factors found to contribute to misuse relate to a lack of understanding on risks, and health professional prescribing practices, while mitigators to harmful use were related to increased awareness and understanding harmful practices, the need for improved access and referral to specialist treatment as well as prevention programmes for women. CONCLUSION With the improved understanding of the issues surrounding the NMIU of over-the-counter and prescription medications among employed women, the need for interventions to prevent misuse and inadvertently dependency is highlighted.
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17
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Lurie T, Bonnin N, Rea J, Tuteja G, Dezman Z, Wilkerson RG, Buganu A, Chasm R, Haase DJ, Tran QK. Patterns of opioid prescribing in emergency departments during the early phase of the COVID-19 pandemic. Am J Emerg Med 2022; 56:63-70. [PMID: 35367681 PMCID: PMC8956353 DOI: 10.1016/j.ajem.2022.03.040] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2021] [Revised: 03/09/2022] [Accepted: 03/20/2022] [Indexed: 02/06/2023] Open
Abstract
Introduction The COVID-19 pandemic was superimposed upon an ongoing epidemic of opioid use disorder and overdose deaths. Although the trend of opioid prescription patterns (OPP) had decreased in response to public health efforts before the pandemic, little is known about the OPP from emergency department (ED) clinicians during the COVID-19 pandemic. Methods We conducted a pre-post study of adult patients who were discharged from 13 EDs and one urgent care within our academic medical system between 01/01/2019 and 09/30/2020 using an interrupted time series (ITS) approach. Patient characteristics and prescription data were extracted from the single unified electronic medical record across all study sites. Prescriptions of opioids were converted into morphine equivalent dose (MED). We compared the “Covid-19 Pandemic” period (C19, 03/29/2020–9/30/2020) and the “Pre-Pandemic” period (PP, 1/19/2020–03/28/2020). We used a multivariate logistic regression to assess clinical factors associated with opioid prescriptions. Results We analyzed 361,794 ED visits by adult patients, including 259,242 (72%) PP and 102,552 (28%) C19 visits. Demographic information and percentages of patients receiving opioid prescriptions were similar in both groups. The median [IQR] MED per prescription was higher for C19 patients (70 [56–90]) than for PP patients (60 [60–90], P < 0.001). ITS demonstrated a significant trend toward higher MED prescription per ED visit during the pandemic (coefficient 0.11, 95% CI 0.05–0.16, P = 0.002). A few factors, that were associated with lower likelihood of opioid prescriptions before the pandemic, became non-significant during the pandemic. Conclusion Our study demonstrated that emergency clinicians increased the prescribed amount of opioids per prescription during the COVID-19 pandemic compared to the pre-pandemic period. Etiologies for this finding could include lack of access to primary care and other specialties during the pandemic, or lower volumes allowing for emergency clinicians to identify who is safe to be prescribed opioids.
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18
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Walter LA, Bunnell S, Wiesendanger K, McGregor AJ. Sex, gender, and the opioid epidemic: Crucial implications for acute care. AEM EDUCATION AND TRAINING 2022; 6:S64-S70. [PMID: 35783078 PMCID: PMC9222889 DOI: 10.1002/aet2.10756] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Revised: 12/28/2021] [Accepted: 01/04/2022] [Indexed: 06/15/2023]
Abstract
INTRODUCTION The opioid epidemic continues to escalate in the United States, exacerbated significantly by the COVID-19 pandemic. Necessary steps in acute care medicine to expand efforts to combat this epidemic involve increased emergency department engagement of patients with opioid use disorder (OUD) and an incorporation of evolving sex- and gender-based factors that affect this disease presentation and management course. METHODS & AIMS An ever-increasing amount of peer-reviewed, evidence-based literature has shed light on the important biologic and sociocultural variables, specifically sex and gender, which impact OUD trajectory and outcomes. As a collaborative effort of the Sex and Gender in Emergency Medicine (SGEM) Interest Group, a community within the Society for Academic Emergency Medicine (SAEM), we sought to consider, review, and summarize clinically pertinent information as a comprehensive introduction to this topic for the emergency medicine (EM) clinician and educator. RESULTS A selected overview of current evidence-based data and publications, to include current epidemiologic trends, opioid-based physiology and pathophysiology, as well as opioid use disorder management and outcomes, through a sex- and gender-based lens, was reviewed and included in this summary. Also discussed are implications and recommendations for EM educators seeking insight and resources for continuing, graduate, and/or undergraduate education on this topic. CONCLUSION Incorporation of emerging sex- and gender-specific scientific knowledge into clinical context represents a critical link to effective management of the OUD patient in the ED. Similarly, integration of this information into EM education represents an essential step for both sex- and gender-based medicine and opioid-specific training.
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Affiliation(s)
- Lauren A. Walter
- Department of Emergency MedicineUniversity of Alabama at BirminghamBirminghamAlabamaUSA
| | - Savannah Bunnell
- University of Alabama at Birmingham Heersink School of MedicineBirminghamAlabamaUSA
| | | | - Alyson J. McGregor
- Department of Emergency MedicineWarren Alpert Medical School of Brown UniversityProvidenceRhode IslandUSA
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19
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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: 0] [Impact Index Per Article: 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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20
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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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21
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Goodwin SR, Moskal D, Marks RM, Clark AE, Squeglia LM, Roche DJO. A Scoping Review of Gender, Sex and Sexuality Differences in Polysubstance Use in Adolescents and Adults. Alcohol Alcohol 2022; 57:292-321. [PMID: 35284931 DOI: 10.1093/alcalc/agac006] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2021] [Revised: 01/25/2022] [Accepted: 01/29/2022] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND Polysubstance use is a common, problematic behavior that increases risk of harm to self and others. Research suggests that rates may vary based on gender, sex and sexuality. Understanding the current state of this literature may inform prevention and treatment of polysubstance use, leading to reduced public health burden. OBJECTIVES This review aimed to synthesize research on gender, sex and sexuality differences in polysubstance use in adults and adolescents. METHODS A scoping review was conducted using all EBSCO databases, PubMed and Google Scholar to identify articles examining the effects of gender, sex and sexuality on polysubstance use. Polysubstance use was defined broadly as the use of any combination of substances over any time period and included licit (alcohol, tobacco) and illicit substances, concurrent and simultaneous use, from lifetime to daily use and use at any frequency. Studies were considered if they were published in peer-reviewed journals between January 1990 and October 2020 and were written in English. Publicly available data sources were also utilized to fully capture prevalence data that has not been published elsewhere. RESULTS Findings were mostly inconsistent and often conflicting. Only two findings were generally consistent: adult men were overall more likely to report polysubstance use than adult women, and sexual and gender minorities report more frequent polysubstance use than non-minorities. CONCLUSIONS Research has been unable to clearly elucidate differences in polysubstance use prevalence and patterns according to gender, sex and sexuality. Several recommendations are offered to advance future research and address limitations of current research.
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Affiliation(s)
- Shelby R Goodwin
- Department of Psychiatry, University of Maryland, Baltimore, MD 21201, USA
| | - Dezarie Moskal
- VA Center for Integrated Healthcare, VA Western New York Healthcare System, Buffalo, NY 14215, USA.,Department of Community Health and Health Behavior, School of Public Health and Health Professions, University at Buffalo, Buffalo, NY 14215, USA
| | - Russell M Marks
- Department of Psychiatry and Human Behavior, Warren Alpert Medical School of Brown University, Providence, RI 02903, United States
| | - Ashton E Clark
- Department of Psychiatry, University of Maryland, Baltimore, MD 21201, USA
| | - Lindsay M Squeglia
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, SC 29425, USA
| | - Daniel J O Roche
- Department of Psychiatry, University of Maryland, Baltimore, MD 21201, USA
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22
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Sharp JL, Pearson T, Smith MA. Sex differences in opioid receptor mediated effects: Role of androgens. Neurosci Biobehav Rev 2022; 134:104522. [PMID: 34995646 PMCID: PMC8872632 DOI: 10.1016/j.neubiorev.2022.104522] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2021] [Revised: 12/19/2021] [Accepted: 01/02/2022] [Indexed: 12/26/2022]
Abstract
An abundance of data indicates there are sex differences in endogenous opioid peptides and opioid receptors, leading to functional differences in sensitivity to opioid receptor mediated behaviors between males and females. Many of these sex differences are mediated by the effects of gonadal hormones on the endogenous opioid system. Whereas much research has examined the role of ovarian hormones on opioid receptor mediated endpoints, comparatively less research has examined the role of androgens. This review describes what is currently known regarding the influence of androgens on opioid receptor mediated endpoints and how androgens may contribute to sex differences in these effects. The review also addresses the clinical implications of androgenic modulation of opioid receptor mediated behaviors and suggests future lines of research for preclinical and clinical investigators. We conclude that further investigation into androgenic modulation of opioid receptor mediated effects may lead to new options for addressing conditions such as chronic pain and substance use disorders.
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Affiliation(s)
- Jessica L Sharp
- Department of Psychology and Program in Neuroscience, Davidson College, United States
| | - Tallia Pearson
- Department of Psychology and Program in Neuroscience, Davidson College, United States
| | - Mark A Smith
- Department of Psychology and Program in Neuroscience, Davidson College, United States.
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23
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Franco D, Wulff AB, Lobo MK, Fox ME. Chronic Physical and Vicarious Psychosocial Stress Alter Fentanyl Consumption and Nucleus Accumbens Rho GTPases in Male and Female C57BL/6 Mice. Front Behav Neurosci 2022; 16:821080. [PMID: 35221946 PMCID: PMC8867005 DOI: 10.3389/fnbeh.2022.821080] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2021] [Accepted: 01/20/2022] [Indexed: 12/16/2022] Open
Abstract
Chronic stress can increase the risk of developing a substance use disorder in vulnerable individuals. Numerous models have been developed to probe the underlying neurobiological mechanisms, however, most prior work has been restricted to male rodents, conducted only in rats, or introduces physical injury that can complicate opioid studies. Here we sought to establish how chronic psychosocial stress influences fentanyl consumption in male and female C57BL/6 mice. We used chronic social defeat stress (CSDS), or the modified vicarious chronic witness defeat stress (CWDS), and used social interaction to stratify mice as stress-susceptible or resilient. We then subjected mice to a 15 days fentanyl drinking paradigm in the home cage that consisted of alternating forced and choice periods with increasing fentanyl concentrations. Male mice susceptible to either CWDS or CSDS consumed more fentanyl relative to unstressed mice. CWDS-susceptible female mice did not differ from unstressed mice during the forced periods, but showed increased preference for fentanyl over time. We also found decreased expression of nucleus accumbens Rho GTPases in male, but not female mice following stress and fentanyl drinking. We also compare fentanyl drinking behavior in mice that had free access to plain water throughout. Our results indicate that stress-sensitized fentanyl consumption is dependent on both sex and behavioral outcomes to stress.
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Affiliation(s)
- Daniela Franco
- Department of Anatomy and Neurobiology, University of Maryland School of Medicine, Baltimore, MD, United States
| | - Andreas B. Wulff
- Department of Anatomy and Neurobiology, University of Maryland School of Medicine, Baltimore, MD, United States
| | - Mary Kay Lobo
- Department of Anatomy and Neurobiology, University of Maryland School of Medicine, Baltimore, MD, United States
| | - Megan E. Fox
- Department of Anatomy and Neurobiology, University of Maryland School of Medicine, Baltimore, MD, United States,Department of Anesthesiology and Perioperative Medicine, Penn State College of Medicine, Hershey, PA, United States,*Correspondence: Megan E. Fox,
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Polenick CA, Han BH, Meyers SN, Arnold TD, Cotton BP. Associations between relationship quality and treatment-related stress among couples receiving methadone for opioid use disorder. J Subst Abuse Treat 2022; 132:108580. [PMID: 34400033 PMCID: PMC8671149 DOI: 10.1016/j.jsat.2021.108580] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2020] [Revised: 07/07/2021] [Accepted: 07/15/2021] [Indexed: 01/03/2023]
Abstract
BACKGROUND Social relationships may buffer or exacerbate stress among patients receiving methadone treatment for opioid use disorder (OUD). Little is known, however, about how relationship quality is linked to treatment-related stress among couples in which both partners receive methadone. We considered the links between relationship quality and treatment-related stress among couples in methadone treatment for OUD. METHODS Participants for this cross-sectional observational study included 60 heterosexual married or cohabiting couples aged 18 and older drawn from two opioid treatment programs in Rhode Island and Massachusetts. Both partners completed a self-administered survey which assessed their sociodemographic information, relationship and treatment characteristics, and perceived treatment-related stress. We estimated actor-partner interdependence models to evaluate the links between each partner's perceptions of relationship quality (with their partner and their closest family member or friend) and treatment-related stress. RESULTS When their partners reported a more positive partner relationship, women had lower treatment-related stress. When women reported a more positive relationship with their own closest family member or friend, both women and their partners had lower treatment-related stress. When men perceived a more positive relationship with their closest family member or friend, their partners reported greater treatment-related stress. Negative relationship quality was not significantly linked to treatment-related stress. CONCLUSIONS This study highlights the importance of considering how social relationship quality might impact the experiences of couples receiving methadone for OUD. In particular, women's close relationships may help to mitigate treatment-related stress.
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Affiliation(s)
- Courtney A. Polenick
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, 48109, United States,Institute for Social Research, University of Michigan, Ann Arbor, MI 48104, United States
| | - Benjamin H. Han
- Department of Medicine, University of California San Diego, San Diego CA 92161, United States
| | - Summer N. Meyers
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, 48109, United States
| | - Tomorrow D. Arnold
- Department of Psychology, University of Tennessee at Chattanooga, Chattanooga, TN 37403, United States
| | - Brandi Parker Cotton
- College of Nursing, University of Rhode Island, Kingston, RI 02881, United States
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25
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Montemitro C, Angebrandt A, Wang TY, Pettorruso M, Abulseoud OA. Mechanistic insights into the efficacy of memantine in treating certain drug addictions. Prog Neuropsychopharmacol Biol Psychiatry 2021; 111:110409. [PMID: 34324921 DOI: 10.1016/j.pnpbp.2021.110409] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/01/2020] [Revised: 06/23/2021] [Accepted: 07/22/2021] [Indexed: 01/11/2023]
Abstract
The deleterious effects of the drug addiction epidemic are compounded by treatment strategies that are only marginally efficacious. Memantine is a unique glutamatergic medication with proven ability to attenuate drug addiction in preclinical models. However, clinical translational studies are inconsistent. In this review, we summarize preclinical evidences and clinical trials that investigated the efficacy of memantine in treating patients with alcohol, opiate, cocaine, and nicotine use disorders and discuss the results from a mechanistic point of view. Memantine has shown efficacy in reducing alcohol and opiate craving, consumption, and withdrawal severity. However, in cocaine and nicotine use disorders, memantine did not have significant effect on cravings or consumption. Additionally, memantine was associated with increased subjective effects of alcohol, cocaine, and nicotine. We discuss possible mechanisms behind this variability. Since memantine transiently blocks NMDA receptors and protects neurons from overstimulation by excessive synaptic glutamate, its efficacy should be observed in drug phases that cause hyperglutamatergic states, while hypoglutamatergic drug use states would not resolve with blocking NMDA receptors. Second, memantine pharmacokinetic studies have been done in rodents and healthy volunteers, but not in patients with substance use disorder. Memantine, opiates, cocaine, and nicotine share the same transporter family at the blood brain barrier. This shared transport mechanism could impact brain concentrations of memantine and its effects. In conclusion, memantine remains an intriguing compound in our pharmacopeia with controversial results in treating certain aspects of drug addiction. Further studies are needed to understand the clinical and biological correlates of its efficacy.
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Affiliation(s)
- Chiara Montemitro
- Neuroimaging Research Branch, Intramural Research Program, National Institute on Drug Abuse, Baltimore, MD, USA; Department of Neuroscience & Imaging, Università degli Studi G. d'Annunzio Chieti e Pescara, Italy.
| | - Alexandra Angebrandt
- Neuroimaging Research Branch, Intramural Research Program, National Institute on Drug Abuse, Baltimore, MD, USA
| | - Tzu-Yun Wang
- Neuroimaging Research Branch, Intramural Research Program, National Institute on Drug Abuse, Baltimore, MD, USA; Department of Psychiatry, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Mauro Pettorruso
- Department of Neuroscience & Imaging, Università degli Studi G. d'Annunzio Chieti e Pescara, Italy
| | - Osama A Abulseoud
- Neuroimaging Research Branch, Intramural Research Program, National Institute on Drug Abuse, Baltimore, MD, USA; Department of Psychiatry and Psychology, Mayo Clinic, 5777 E Mayo Blvd, Phoenix, AZ, USA.
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Barbosa-Leiker C, Campbell ANC, McHugh RK, Guille C, Greenfield SF. Opioid Use Disorder in Women and the Implications for Treatment. PSYCHIATRIC RESEARCH AND CLINICAL PRACTICE 2021; 3:3-11. [PMID: 34870109 PMCID: PMC8639162 DOI: 10.1176/appi.prcp.20190051] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
Objective The opioid epidemic continues to evolve and impact all groups of people. Moreover, there are concerning trends among women. The aim of this article is to provide a review of opioid use disorder in women and the implications for treatment. Methods A nonsystematic review of the literature as conducted to examine: (1) the epidemiology of opioid-related hospitalizations and deaths of women; (2) co-occurring pain, anxiety disorders, and trauma among women with opioid use disorder; (3) evidence for opioid agonist treatment of pregnant women with opioid use disorder; and (4) implications for treatment of women with opioid use disorder and next steps for research and practice. Results The current opioid epidemic has produced important differences by sex and gender with increased rates of use and overdose deaths in women. Significant mental health concerns for women include co-occurring psychiatric disorders and suicide. Expanding medication treatment for perinatal opioid use disorder is crucial. While effective treatments exist for opioid use disorder, they are often not accessible, and a minority of patients are treated. Conclusions The end to the opioid epidemic will require innovative multi-systemic solutions. There are significant practice gaps in preventing rising death rates among women by opioid overdose, treating co-occurring psychiatric disorders and pain, and treating perinatal women with opioid use disorder and their infants. Research on sex and gender differences, and the intersection with race/ethnicity and US region, is critically needed and should include treatment implementation studies to achieve wider access for women to effective prevention, early intervention, and treatment.
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Affiliation(s)
- Celestina Barbosa-Leiker
- College of Nursing, Washington State University, Spokane, (Barbosa-Leiker); Program of Excellence in Addictions Research, Washington State University, Spokane, (Barbosa-Leiker); Department of Psychiatry, Columbia University Irving Medical Center, New York State Psychiatric Institute, New York, (Campbell); Department of Psychiatry, McLean Hospital, Harvard Medical School, Boston, Massachusetts (McHugh, Greenfield); Department of Psychiatry and Behavioral Sciences and Obstetrics and Gynecology, Medical University of South Carolina, Charleston, (Guille)
| | - Aimee N C Campbell
- College of Nursing, Washington State University, Spokane, (Barbosa-Leiker); Program of Excellence in Addictions Research, Washington State University, Spokane, (Barbosa-Leiker); Department of Psychiatry, Columbia University Irving Medical Center, New York State Psychiatric Institute, New York, (Campbell); Department of Psychiatry, McLean Hospital, Harvard Medical School, Boston, Massachusetts (McHugh, Greenfield); Department of Psychiatry and Behavioral Sciences and Obstetrics and Gynecology, Medical University of South Carolina, Charleston, (Guille)
| | - R Kathryn McHugh
- College of Nursing, Washington State University, Spokane, (Barbosa-Leiker); Program of Excellence in Addictions Research, Washington State University, Spokane, (Barbosa-Leiker); Department of Psychiatry, Columbia University Irving Medical Center, New York State Psychiatric Institute, New York, (Campbell); Department of Psychiatry, McLean Hospital, Harvard Medical School, Boston, Massachusetts (McHugh, Greenfield); Department of Psychiatry and Behavioral Sciences and Obstetrics and Gynecology, Medical University of South Carolina, Charleston, (Guille)
| | - Constance Guille
- College of Nursing, Washington State University, Spokane, (Barbosa-Leiker); Program of Excellence in Addictions Research, Washington State University, Spokane, (Barbosa-Leiker); Department of Psychiatry, Columbia University Irving Medical Center, New York State Psychiatric Institute, New York, (Campbell); Department of Psychiatry, McLean Hospital, Harvard Medical School, Boston, Massachusetts (McHugh, Greenfield); Department of Psychiatry and Behavioral Sciences and Obstetrics and Gynecology, Medical University of South Carolina, Charleston, (Guille)
| | - Shelly F Greenfield
- College of Nursing, Washington State University, Spokane, (Barbosa-Leiker); Program of Excellence in Addictions Research, Washington State University, Spokane, (Barbosa-Leiker); Department of Psychiatry, Columbia University Irving Medical Center, New York State Psychiatric Institute, New York, (Campbell); Department of Psychiatry, McLean Hospital, Harvard Medical School, Boston, Massachusetts (McHugh, Greenfield); Department of Psychiatry and Behavioral Sciences and Obstetrics and Gynecology, Medical University of South Carolina, Charleston, (Guille)
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Wojciechowski T. The relevance of post-traumatic stress disorder as a moderator of the relationship between experience of violent or sexual assault and opioid use in adulthood. CRIMINAL BEHAVIOUR AND MENTAL HEALTH : CBMH 2021; 31:410-420. [PMID: 34755403 DOI: 10.1002/cbm.2222] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/22/2020] [Accepted: 10/17/2021] [Indexed: 06/13/2023]
Abstract
BACKGROUND Past research has indicated that individuals suffering from post-traumatic stress disorder (PTSD) may demonstrate increased sensitivity to stress exposure following onset of the disorder. Thus, having PTSD may amplify the effects of subsequent stressors. This has been found to be relevant in some forms of substance use but relationships between PTSD, new stress and opioid use specifically has not been examined. AIMS To explore interactions between PTSD, new victimisation and opioid use and test the hypothesis that PTSD will moderate any victimisation-opioid use relationship. METHODS The pathways to desistance data were used in analyses. A series of logistic regression models were used to test both direct effects of victimisation and PTSD on opioid use and interactions between them. RESULTS The sample was comprised of a male majority (male N = 1,170; female N = 184). Results indicated that neither PTSD nor victimisation were significant predictors of opioid use. PTSD was found to moderate the relationship between victimisation and opioid use in the hypothesised manner. CONCLUSIONS There may be clinical implications of these results relating to both inpatient and outpatient treatment. Regular trauma screening, additional victims' services and trauma-informed care may help to reduce the risk of opioid use among individuals suffering from PTSD.
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Affiliation(s)
- Thomas Wojciechowski
- School of Criminal Justice, Michigan State University, East Lansing, Michigan, USA
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28
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Jones K, Engler L, Fonte E, Farid I, Bigham MT. Opioid Reduction Through Postoperative Pain Management in Pediatric Orthopedic Surgery. Pediatrics 2021; 148:183388. [PMID: 34851410 DOI: 10.1542/peds.2020-001487] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 03/29/2021] [Indexed: 11/24/2022] Open
Abstract
OBJECTIVES Our goal with this initiative was to reduce discharge opioid prescriptions while maintaining optimal pain management through the use of standardized pain prescribing guidelines for pediatric patients after orthopedic surgical procedures. METHODS Through analysis of established yet inconsistent prescribing practices, we created a 4-tiered guideline for pediatric orthopedic postoperative pain management prescription ordering. Following the Model for Improvement methodology including iterative plan-do-study-act cycles, the team created an electronic medical record order set to be used at discharge from the hospital. The provider compliance with this order set was monitored and analyzed over time by using provider-level and aggregate control charts. A secondary measure of opioid prescriptions (morphine milligram Eq [MME] dosage per patient) was tracked over time. The balancing measure was the analysis of unanticipated opioid prescription refills. RESULTS Greater than 90% compliance with the guidelines was achieved and sustained for 20 months. This resulted in a 54% reduction in opioids prescribed during the improvement period (baseline = 71 MME per patient; postintervention = 33 MME per patient) and has been sustained for 12 months. The percentage of unanticipated opioid prescription refills did not significantly change from the period before the institution of the guidelines and after institution of the guidelines (2017 = 3%; 2019 = 3%). CONCLUSIONS The creation of these guidelines has led to a significant reduction in the number of opioids prescribed while maintaining effective postoperative pain management.
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Mindt MR, Coulehan K, Aghvinian M, Scott TM, Olsen JP, Cunningham CO, Arias F, Arnsten JH. Underrepresentation of diverse populations and clinical characterization in opioid agonist treatment research: A systematic review of the neurocognitive effects of buprenorphine and methadone treatment. J Subst Abuse Treat 2021; 135:108644. [PMID: 34857427 DOI: 10.1016/j.jsat.2021.108644] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2021] [Revised: 08/27/2021] [Accepted: 10/05/2021] [Indexed: 10/20/2022]
Abstract
INTRODUCTION The relative neurocognitive effects of the two most common opioid agonist treatments (OAT; buprenorphine and methadone) for opioid use disorder (OUD) are poorly understood. The aim of this systematic review is to examine the neurocognitive effects of OAT (buprenorphine and methadone) and the clinical and sociodemographic characteristics of study samples. METHODS The research team queried PubMed, PsycINFO and Cochrane Reviews for articles (01/1980-01/2020) with terms related to neurocognitive testing in adults (age ≥ 18) prescribed OAT. The team extracted neurocognitive data and grouped them by domain (e.g., executive functioning, learning/memory), and assessed study quality. RESULTS The search retrieved 2341 abstracts, the team reviewed 278 full articles, and 32 met inclusion criteria. Of these, 31 were observational designs and one was an experimental design. Healthy controls performed better across neurocognitive domains than OAT-treated persons (buprenorphine or methadone). Compared to those with active OUD, OAT-treated persons had better neurocognition in various domains. However, in seven studies comparing buprenorphine- and methadone-treated persons, buprenorphine was associated with better neurocognition than was methadone, with moderate to large effect sizes in executive functioning, attention/working memory, and learning/memory. Additionally, OAT research underreports clinical characteristics and underrepresents Black and Latinx adults, as well as women. CONCLUSIONS Findings suggest that compared to active opioid use, both buprenorphine and methadone treatment are associated with better neurocognitive functioning, but buprenorphine is associated with better executive functioning, attention/working memory, and learning/memory. These findings should be interpreted with caution given widespread methodological heterogeneity, and limited representation of ethnoracially diverse adults and women. Rigorous longitudinal comparisons with more diverse, better characterized samples will help to inform treatment and policy recommendations for persons with OUD.
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Affiliation(s)
- Monica Rivera Mindt
- Fordham University, Department of Psychology, USA; Icahn School of Medicine at Mount Sinai, Department of Neurology, USA.
| | | | - Maral Aghvinian
- Fordham University, Department of Psychology, USA; Icahn School of Medicine at Mount Sinai, Department of Neurology, USA.
| | - Travis M Scott
- VA Palo Alto Health Care System, Sierra Pacific Mental Illness Research Education Clinical Center, USA; Stanford School of Medicine, Department of Psychiatry and Behavioral Sciences, USA.
| | | | - Chinazo O Cunningham
- Albert Einstein College of Medicine and Montefiore Medical Center, Department of Medicine, USA.
| | - Franchesca Arias
- The Aging Brain Center, Hebrew SeniorLife, USA; Harvard Medical School, Beth Israel Deaconess Medical Center, Department of Cognitive Neurology, USA.
| | - Julia H Arnsten
- Albert Einstein College of Medicine and Montefiore Medical Center, Department of Medicine, USA.
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30
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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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31
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Patient, Provider, and Clinic Characteristics Associated with Opioid and Non-Opioid Pain Prescriptions for Patients Receiving Low Back Imaging in Primary Care. J Am Board Fam Med 2021; 34:950-963. [PMID: 34535520 PMCID: PMC9746536 DOI: 10.3122/jabfm.2021.05.210033] [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: 01/26/2021] [Revised: 04/16/2021] [Accepted: 04/19/2021] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND To describe characteristics of patients, providers, and clinics associated with opioid or non-opioid pain medication prescribing patterns for patients who received lower spine imaging in primary care clinics. METHODS In these secondary analyses of the Lumbar Imaging with Reporting of Epidemiology (LIRE) study, a randomized controlled trial conducted in 4 health systems in the United States, we evaluated characteristics associated with receipt of pain medication prescriptions. The outcomes were receipt of prescriptions for opioid or, separately, non-opioid pain medications within 90 days after imaging. Among patients who received opioid or non-opioid prescriptions, we evaluated receipt of multiple prescriptions in the year following imaging. Mixed models were used to estimate adjusted odds ratios (ORs) and 95% confidence intervals (CIs). RESULTS Compared with whites, patients identified as Asian (OR, 0.53; 95% CI, 0.51-0.56), Native Hawaiian/Pacific Islander (OR, 0.73; 95% CI, 0.64-0.83), multiracial (OR, 0.84; 95% CI, 0.71-0.98) or Black (OR, 0.92; 95% CI, 0.89-0.96) had significantly reduced odds for receiving prescriptions for opioids within 90 days. Patients identified as Native American/Alaska Native had greater odds for receiving prescriptions for non-opioid pain medications within 90 days (OR, 1.12; 95% CI, 1.01-1.24). Receipt of pain prescriptions 120 days before imaging was strongly predictive of subsequent receipt of pain prescriptions across all categories. CONCLUSIONS After adjusting for factors that could affect prescribing, the strongest differences observed in pain-medication prescribing were across racial categories and for patients with previous pain prescriptions. Further research is needed to understand these differences and to optimize prescribing.
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Davis JP, Eddie D, Prindle J, Dworkin ER, Christie NC, Saba S, DiGuiseppi GT, Clapp JD, Kelly JF. Sex differences in factors predicting post-treatment opioid use. Addiction 2021; 116:2116-2126. [PMID: 33405314 PMCID: PMC8254742 DOI: 10.1111/add.15396] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/13/2020] [Revised: 06/15/2020] [Accepted: 12/23/2020] [Indexed: 01/19/2023]
Abstract
BACKGROUND AND AIMS Several reports have documented risk factors for opioid use following treatment discharge, yet few have assessed sex differences, and no study has assessed risk using contemporary machine learning approaches. The goal of the present paper was to inform treatments for opioid use disorder (OUD) by exploring individual factors for each sex that are most strongly associated with opioid use following treatment. DESIGN Secondary analysis of Global Appraisal of Individual Needs (GAIN) database with follow-ups at 3, 6 and 12 months post-OUD treatment discharge, exploring demographic, psychological and behavioral variables that predict post-treatment opioid use. SETTING One hundred and thity-seven treatment sites across the United States. PARTICIPANTS Adolescents (26.9%), young adults (40.8%) and adults (32.3%) in treatment for OUD. The sample (n = 1,126) was 54.9% male, 66.1% white, 20% Hispanic, 9.8% multi-race/ethnicity, 2.8% African American and 1.3% other. MEASUREMENT Primary outcome was latency to opioid use over 1 year following treatment admission. RESULTS For women, regularized Cox regression indicated that greater withdrawal symptoms [hazard ratio (HR) = 1.31], younger age (HR = 0.88), prior substance use disorder (SUD) treatment (HR = 1.11) and treatment resistance (HR = 1.11) presented the largest hazard for post-treatment opioid use, while a random survival forest identified and ranked substance use problems [variable importance (VI) = 0.007], criminal justice involvement (VI = 0.006), younger age (VI = 0.005) and greater withdrawal symptoms (VI = 0.004) as the greatest risk factors. For men, Cox regression indicated greater conduct disorder symptoms (HR = 1.34), younger age (HR = 0.76) and multiple SUDs (HR = 1.27) were most strongly associated with post-treatment opioid use, while a random survival forests ranked younger age (VI = 0.023), greater conduct disorder symptoms (VI = 0.010), having multiple substance use disorders (VI = 0.010) and criminal justice involvement (VI = 0.006) as the greatest risk factors. CONCLUSION Risk factors for relapse to opioid use following opioid use disorder treatment appear to be, for women, greater substance use problems and withdrawal symptoms and, for men, younger age and histories of conduct disorder and multiple substance use disorder.
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Affiliation(s)
- Jordan P. Davis
- Suzanne Dworak-Peck School of Social Work, USC Center for Artificial Intelligence in Society, USC Center for Mindfulness Science, USC Institute for Addiction Science, University of Southern California, Los Angeles, CA, USA
| | - David Eddie
- Recovery Research Institute, Center for Addiction Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - John Prindle
- University of Southern California, Los Angeles, CA, USA
| | | | - Nina C. Christie
- Department of Psychology and the USC Brain and Creativity Institute, University of Southern California, Los Angeles, CA, USA
| | - Shaddy Saba
- Suzanne Dworak-Peck School of Social Work, USC Center for Artificial Intelligence in Society, USC Center for Mindfulness Science, USC Institute for Addiction Science, University of Southern California, Los Angeles, CA, USA
| | - Graham T. DiGuiseppi
- Suzanne Dworak-Peck School of Social Work, USC Center for Artificial Intelligence in Society, USC Center for Mindfulness Science, USC Institute for Addiction Science, University of Southern California, Los Angeles, CA, USA
| | - John D. Clapp
- Suzanne Dworak-Peck School of Social Work, USC Keck School of Medicine, USC Institute for Addiction Science, University of Southern California, Los Angeles, CA, USA
| | - John F. Kelly
- Recovery Research Institute, Center for Addiction Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
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33
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Nichols LM, Pedroza JA, Fleming CM, O'Brien KM, Tanner-Smith EE. Social-Ecological Predictors of Opioid Use Among Adolescents With Histories of Substance Use Disorders. Front Psychol 2021; 12:686414. [PMID: 34335400 PMCID: PMC8322761 DOI: 10.3389/fpsyg.2021.686414] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2021] [Accepted: 06/25/2021] [Indexed: 01/05/2023] Open
Abstract
Adolescent opioid misuse is a public health crisis, particularly among clinical populations of youth with substance misuse histories. Given the negative and often lethal consequences associated with opioid misuse among adolescents, it is essential to identify the risk and protective factors underlying early opioid misuse to inform targeted prevention efforts. Understanding the role of parental risk and protective factors is particularly paramount during the developmental stage of adolescence. Using a social-ecological framework, this study explored the associations between individual, peer, family, community, and school-level risk and protective factors and opioid use among adolescents with histories of substance use disorders (SUDs). Further, we explored the potential moderating role of poor parental monitoring in the associations between the aforementioned risk and protective factors and adolescent opioid use. Participants included 294 adolescents (M age = 16 years; 45% female) who were recently discharged from substance use treatment, and their parents (n = 323). Results indicated that lifetime opioid use was significantly more likely among adolescents endorsing antisocial traits and those whose parents reported histories of substance abuse. Additionally, adolescents reporting more perceived availability of substances were significantly more likely to report lifetime opioid use compared to those reporting lower perceived availability of substances. Results did not indicate any significant moderation effects of parental monitoring on any associations between risk factors and lifetime opioid use. Findings generally did not support social-ecological indicators of opioid use in this high-risk population of adolescents, signaling that the social-ecological variables tested may not be salient risk factors among adolescents with SUD histories. We discuss these findings in terms of continuing care options for adolescents with SUD histories that target adolescents' antisocial traits, perceived availability of substances, and parent histories of substance abuse, including practical implications for working with families of adolescents with SUD histories.
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Affiliation(s)
- Lindsey M Nichols
- Department of Counseling Psychology and Human Services, University of Oregon, Eugene, OR, United States.,Prevention Science Institute, University of Oregon, Eugene, OR, United States
| | - Jonathan A Pedroza
- Department of Counseling Psychology and Human Services, University of Oregon, Eugene, OR, United States.,Prevention Science Institute, University of Oregon, Eugene, OR, United States
| | | | - Kaitlin M O'Brien
- Department of Counseling Psychology and Human Services, University of Oregon, Eugene, OR, United States
| | - Emily E Tanner-Smith
- Department of Counseling Psychology and Human Services, University of Oregon, Eugene, OR, United States.,Prevention Science Institute, University of Oregon, Eugene, OR, United States
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Piispa I, Karjalainen K, Karttunen N. Nonmedical use of prescription drugs: A comparison between intoxication-oriented and other nonmedical users. NORDIC STUDIES ON ALCOHOL AND DRUGS 2021; 39:64-75. [PMID: 35308467 PMCID: PMC8899273 DOI: 10.1177/14550725211018082] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2020] [Accepted: 04/28/2021] [Indexed: 11/30/2022] Open
Abstract
Aims: Nonmedical use of prescription drugs (NMUPD) is a major public health concern. The aim of the study was to compare intoxication-oriented users to those who utilised prescription drugs nonmedically for other purposes. The characteristics of the study groups, prescription drugs used, motivations for their use and sources of prescription drugs were also examined. Methods: Data were derived from the population-based Drug Survey 2014 which was conducted in Finland. The respondents were divided into intoxication-oriented users (n = 118) and other nonmedical users (n = 74) according to the motivation behind their NMUPD. The reference population (n = 3277) did not report any NMUPD. Pearson’s chi square test was used to compare the distributions. A multinomial logistic regression model was used to estimate the association of sociodemographic background and intoxicant use with NMUPD. Results: Low education level and illegal drug use were associated with intoxication-oriented and other nonmedical use of prescription drugs. Intoxication-oriented use was associated also with younger age and current smoking. Sedatives were the most commonly used prescription drugs among intoxication-oriented users, and opioids among other nonmedical users. Experimentation and facilitating social interactions as a motivation for use were emphasised among intoxication-oriented users. Friends and relatives were the most common sources of prescription drugs for nonmedical use, especially among intoxication-oriented users. Conclusion: The characteristics, motivations and sources of nonmedically used prescription drugs differed in intoxication-oriented and other nonmedical users. These findings may help to identify those at risk for NMUPD. More attention should be paid to the motivations of NMUPD when new prevention and intervention methods are developed.
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Affiliation(s)
| | | | - Niina Karttunen
- University of Eastern Finland, Kuopio, Finland; and AddictionLink, A-Clinic Foundation, Ratamestarinkatu, Helsinki, Finland
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Dash GF, Martin NG, Agrawal A, Lynskey MT, Slutske WS. Typologies of illicit drug use in mid-adulthood: a quasi-longitudinal latent class analysis in a community-based sample of twins. Addiction 2021; 116:1101-1112. [PMID: 33463859 PMCID: PMC7882637 DOI: 10.1111/add.15225] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/11/2020] [Revised: 04/15/2020] [Accepted: 08/12/2020] [Indexed: 01/04/2023]
Abstract
AIMS To identify drug use typologies based on substances used and persistence of use over two time points, use a genetically informed design to explore twin concordance of and genetic influence on the use typologies and compare patterns of declined/discontinued ("desistant") and persistent drug use on drug use correlates. DESIGN Latent class analysis was applied to data from a cross-sectional self-report survey on current and past drug use. Use characteristics, use disorder, and psychiatric problems were compared across classes. SETTING Computer-assisted telephone interview in respondents' homes. PARTICIPANTS A total of 3785 individual twins and siblings (1365 men, 2420 women; Mage = 32) from the Australian Twin Registry Cohort III. MEASUREMENTS A comprehensive interview assessed prior to past year and past year use of cannabis, stimulants, cocaine/crack, hallucinogens, opioids, sedatives, inhalants, dissociatives, and solvents; age of first use; opportunity to use; peer drug use; attention deficit/hyperactivity, conduct, antisocial personality, depressive, and substance use disorders; and suicidality. FINDINGS A five-class solution emerged: no/low use (50%), desistant cannabis use (23%), desistant party drug use (18%), persistent prescription drug misuse (4%), and persistent polydrug use (5%). Twin concordances were higher among monozygotic (k = 0.30-0.35) than dizygotic pairs (same-sex k = 0.19-0.20; opposite sex k = 0.07), and biometric modeling suggested that the persistent polydrug use class, in particular, was highly heritable (a2 = 0.94). Conduct disorder (OR = 2.40), antisocial personality disorder (OR = 3.27), and suicidal ideation (OR = 1.98) increased persistent polydrug use risk; depression (OR = 2.38) and lifetime suicide attempt (OR = 2.31) increased persistent prescription misuse risk. Relative to persistent prescription drug misuse, persistent polydrug use was associated with higher rates of cannabis and stimulant use disorder (OR = 6.14-28.01), younger first substance use (OR = 0.82-0.83), more drug use opportunity (OR = 10.66-66.06), and more drug-using peers (OR = 4.66-9.20). CONCLUSIONS Unique patterns of declined/discontinued ("desistant") and persistent drug use are differentially heritable and differentially associated with risk factors, psychiatric symptoms, and substance use disorder outcomes.
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Affiliation(s)
- Genevieve F. Dash
- University of Missouri, Department of Psychological Sciences, Columbia, MO, 65211, USA
| | | | - Arpana Agrawal
- Washington University School of Medicine, St. Louis, MO, 63110, USA
| | | | - Wendy S. Slutske
- University of Missouri, Department of Psychological Sciences, Columbia, MO, 65211, USA
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36
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Mavrikaki M, Lintz T, Constantino N, Page S, Chartoff E. Chronic opioid exposure differentially modulates oxycodone self-administration in male and female rats. Addict Biol 2021; 26:e12973. [PMID: 33078503 PMCID: PMC8129895 DOI: 10.1111/adb.12973] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2020] [Revised: 08/20/2020] [Accepted: 09/20/2020] [Indexed: 12/17/2022]
Abstract
Withdrawal from opioid painkillers can produce short‐lived physical symptoms and protracted psychological symptoms including anxiety and depressive‐like states that often lead to opioid misuse and opioid use disorder (OUD). Studies testing the hypothesis that opioid withdrawal potentiates the reinforcing effects of opioid self‐administration (SA) are largely inconclusive and have focused on males. Although some clinical evidence indicates that women are more likely than men to misuse opioids to self‐medicate, preclinical studies in both sexes are lacking. Based on clinical reports, we hypothesized that withdrawal from escalating‐dose morphine injections that approximates a prescription painkiller regimen would lead to increased oxycodone SA to a greater extent in female compared to male rats. After escalating‐dose morphine (5–30 mg/kg or vehicle, twice/day for 12 days), rats underwent a 2‐week abstinence period during which withdrawal signs were measured. The impact of this treatment was assessed on oxycodone SA acquisition, maintenance, dose response, and progressive ratio responding, with additional analyses to compare sexes. We found that both sexes expressed somatic withdrawal, whereas only males demonstrated hyperalgesia in the warm water tail flick assay. During SA acquisition, males with prior morphine exposure took significantly more oxycodone than females. Finally, females with prior morphine exposure demonstrated the lowest motivation to SA oxycodone in the progressive ratio test. Contrary to our initial hypothesis, our findings suggest that prior opioid exposure increases vulnerability to initiate misuse more in males and decreases the reinforcing efficacy of oxycodone in females.
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Affiliation(s)
- Maria Mavrikaki
- Department of Psychiatry, Harvard Medical School McLean Hospital Belmont Massachusetts USA
| | - Tania Lintz
- Department of Psychiatry, Harvard Medical School McLean Hospital Belmont Massachusetts USA
| | - Nick Constantino
- Department of Psychiatry, Harvard Medical School McLean Hospital Belmont Massachusetts USA
| | - Sarah Page
- Department of Psychiatry, Harvard Medical School McLean Hospital Belmont Massachusetts USA
| | - Elena Chartoff
- Department of Psychiatry, Harvard Medical School McLean Hospital Belmont Massachusetts USA
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37
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Gender Differences in a Sample of Egyptian University Students With Opioid Use Disorders Attributed to Tramadol. ADDICTIVE DISORDERS & THEIR TREATMENT 2021. [DOI: 10.1097/adt.0000000000000267] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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38
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Roehrs T, Sibai M, Roth T. Sleep and alertness disturbance and substance use disorders: A bi-directional relation. Pharmacol Biochem Behav 2021; 203:173153. [PMID: 33582097 PMCID: PMC7996967 DOI: 10.1016/j.pbb.2021.173153] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/03/2020] [Revised: 01/18/2021] [Accepted: 02/09/2021] [Indexed: 02/04/2023]
Abstract
The majority of the literature describing the relation of sleep/alertness disturbance and substance use disorders (SUD) has focused on the disruptive effects of substances with abuse liability on sleep and alertness. Rarely have studies or literature reviews assessed or discussed how sleep/alertness disturbance affects substance use. This paper focuses on the sleep/alertness disturbance side of the relation. We argue that the relation is bi-directional and review evidence showing that sleep/alertness disturbance affects all phases of the addiction cycle, including the initiation, maintenance and relapse of SUD. We review a variety of substances across all phases of the addiction cycle and conclude sleep/alertness disturbance is a critical factor in both understanding and treating SUD.
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Affiliation(s)
- Timothy Roehrs
- Sleep Medicine, Henry Ford Health System, Detroit, MI, United States of America; Dept of Psychiatry & Behavioral Neuroscience, Wayne State University, SOM, Detroit, MI, United States of America; Dept of Psychology, University of Detroit Mercy, Detroit, MI, United States of America
| | - Mohammad Sibai
- Sleep Medicine, Henry Ford Health System, Detroit, MI, United States of America; Dept of Psychology, University of Detroit Mercy, Detroit, MI, United States of America
| | - Thomas Roth
- Sleep Medicine, Henry Ford Health System, Detroit, MI, United States of America; Dept of Psychiatry & Behavioral Neuroscience, Wayne State University, SOM, Detroit, MI, United States of America.
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39
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Cooperman SP, Jin MC, Qian ZJ, Alyono JC. National Trends in Opioid Prescriptions Following Outpatient Otologic Surgery, 2005-2017. Otolaryngol Head Neck Surg 2021; 164:841-849. [PMID: 33618561 DOI: 10.1177/0194599821994755] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
OBJECTIVE To describe opioid stewardship in ambulatory otologic surgery from 2005 to 2017. STUDY DESIGN Descriptive study of US private insurance claims. SETTING Nationwide deidentified private insurance claims database (Clinformatics DataMart; Optum). METHODS A total of 17,431 adult opioid-naïve outpatients were included in the study. Patients were identified from CPT-4 codes (Current Procedural Terminology, Fourth Edition) as having undergone middle ear or mastoid surgery. Multiple regression was used to determine sociodemographic and geographic predictors of postoperative morphine milligram equivalents (MMEs) prescribed, including procedure type, year of procedure, age, sex, education, income level, and geographic region of the United States. RESULTS The mean prescribed perioperative dose over the examined period was 203.03 MMEs (95% CI, 200.27-205.79; 5-mg hydrocodone pill equivalents, 40.61). In multivariate analysis, patients undergoing mastoid surgery were prescribed more opioids than those undergoing middle ear surgery (mean difference, 39.89 MME [95% CI, 34.37-45.41], P < .01; 5-mg hydrocodone pill equivalents, 8.0). Men were prescribed higher doses than women (mean difference, 15.39 [95% CI, 9.87-20.90], P < .01; 5-mg hydrocodone pill equivalents, 3.1). Overall MMEs prescribed by year demonstrates a sharp drop in MMEs from 2015 to 2017. CONCLUSION While the amount of opioids prescribed perioperatively has declined in recent years, otologists should continue to be cognizant of potential overprescribing in light of previous studies of patients' relatively low opioid intake.
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Affiliation(s)
- Shayna P Cooperman
- Department of Otolaryngology-Head and Neck Surgery, Stanford University, Stanford, California, USA
| | - Michael C Jin
- Department of Otolaryngology-Head and Neck Surgery, Stanford University, Stanford, California, USA
| | - Z Jason Qian
- Department of Otolaryngology-Head and Neck Surgery, Stanford University, Stanford, California, USA
| | - Jennifer C Alyono
- Department of Otolaryngology-Head and Neck Surgery, Stanford University, Stanford, California, USA
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40
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Gender Differences in Addiction. CURRENT ADDICTION REPORTS 2021. [DOI: 10.1007/s40429-021-00355-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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41
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Goetz TG, Becker JB, Mazure CM. Women, opioid use and addiction. FASEB J 2021; 35:e21303. [PMID: 33433026 DOI: 10.1096/fj.202002125r] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2020] [Revised: 12/01/2020] [Accepted: 12/08/2020] [Indexed: 12/22/2022]
Abstract
In the midst of the current coronavirus pandemic, the United States continues to struggle with an ongoing opioid epidemic, initially fueled by widespread prescribing of opioid medications during the 1990s. The primary reason for prescribing opioids is to treat pain. Women have more acute and chronic pain and have been prescribed these drugs in significantly greater numbers than men. Comparison of women and men with chronic pain also shows that women receive the majority of prescription opioids, and the use of these prescribed medications became the major pathway to misuse and addiction for women. Yet, recognition of the extent of women's exposure to opioids and the attendant consequences has been limited. Attempts to stem the overall tide of the epidemic focused on reducing the availability of prescription opioids. However, as these medications became more difficult to obtain and treatment opportunities were limited, many turned to other synthetic opioids, such as heroin and fentanyl. Thus, the public health crisis of opioid addiction has endured. This paper highlights the importance of understanding differences among women and men in opioid use and its biological and psychosocial effects to advance the gender-based treatment approaches and effective public health policy.
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Affiliation(s)
- Teddy G Goetz
- Vagelos College of Physicians and Surgeons, Columbia University, New York, NY, USA
| | - Jill B Becker
- Biopsychology Area Chair, University of Michigan, Ann Arbor, MI, USA
| | - Carolyn M Mazure
- Department of Psychiatry, Women's Health Research at Yale, Yale University School of Medicine, New Haven, CT, USA
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Agnoli A, Jerant A, Franks P. Prescription Opioids and Patient Sex: A National Cross-Sectional Study. J Womens Health (Larchmt) 2021; 30:29-35. [PMID: 32552225 DOI: 10.1089/jwh.2019.8234] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023] Open
Abstract
Background: Surveillance data suggest that women are prescribed more opioid analgesics than men. It remains unclear whether these sex-related differences solely reflect the associations with other characteristics more prevalent among women (e.g., adverse socioeconomic and health status-related factors, and more contact with the health system). Materials and Methods: We examined the factors associated with opioid prescriptions and sex in a large, nationally representative U.S. sample. This observational analysis of the 2005-2015 Medical Expenditure Panel Survey included all adults aged ≥18 years with prescription and health service utilization data (n = 106,233). Negative binomial regressions examined associations between sex and number of opioid prescriptions. Analyses sequentially adjusted for sociodemographics, health status-related factors, and nonnarcotic prescriptions. Results: Overall, 9,387 women (16.2%) and 5,679 men (11.7%) received opioid prescriptions (female/male incidence rate ratio [IRR] = 1.35 (95% confidence interval [CI] = 1.24-1.44). The IRR was lower with adjustment for sociodemographics (1.23 [95% CI = 1.14-1.31]) and additional adjustment for health status-related factors (1.12 [95% CI = 1.05-1.19]). With further adjustment for number of nonnarcotic prescriptions, the IRR was not significant (0.97 [95% CI = 0.91-1.03). Conclusions: In this nationally representative sample, women received higher rates of prescription opioids, consistent with prior surveillance data. However, this relationship was attenuated with adjustment for sociodemographic and health status-related factors, and nonsignificant with adjustment for higher rates of nonnarcotic prescriptions among women. Higher opioid prescription rates in women may simply be reflective of these other factors, and the overall greater use of health care among women.
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Affiliation(s)
- Alicia Agnoli
- Department of Family and Community Medicine, UC Davis School of Medicine, Sacramento, California, USA
| | - Anthony Jerant
- Department of Family and Community Medicine, UC Davis School of Medicine, Sacramento, California, USA
| | - Peter Franks
- Department of Family and Community Medicine, UC Davis School of Medicine, Sacramento, California, USA
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43
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Daheim J, Kim SY, Neduvelil A, Nguyen NP. Men, Chronic Pain, and Prescription Pain Medication Use: The Role of Gender Role Beliefs in a Longitudinal Moderated Mediation Model. PAIN MEDICINE 2020; 21:3603-3614. [PMID: 31502648 DOI: 10.1093/pm/pnz200] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
OBJECTIVE Although past research has established that men with chronic pain are more likely to misuse prescription pain medications in a myriad of ways compared with women, little is known about men's medication use in the context of their gender role beliefs. The aim of the present study was to examine the role of men's domestic gender role beliefs on their use of prescription pain medication for chronic pain. METHODS Using a nationally representative data set with 304 men with chronic pain, this study examined a longitudinal moderated mediation model in which pain interference mediates the longitudinal relationship between somatic amplification and prescription pain medication use, with domestic gender role beliefs as a moderator of the aforementioned mediated relationship. RESULTS Results indicated a significant moderated mediation model in which pain interference fully mediated the relationship between somatic amplification and prescription pain medication use, with men's domestic gender role beliefs moderating this mediated relationship. Specifically, domestic gender role beliefs moderated the relationship between pain interference and prescription pain medication use. Men with higher levels of traditional domestic gender role beliefs strengthened the mediated relationship, contributing to increased prescription pain medication use. CONCLUSIONS These findings suggest that although men's perceptions of somatic stimuli through its perceived interference contribute to their medication use, the extent to which they consume prescription pain medication depends on their beliefs in domestic gender roles during chronic pain.
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Affiliation(s)
- Jacob Daheim
- Department of Psychological Sciences, Texas Tech University, Lubbock, Texas, USA
| | - Shin Ye Kim
- Department of Psychological Sciences, Texas Tech University, Lubbock, Texas, USA
| | - Ashley Neduvelil
- Department of Psychological Sciences, Texas Tech University, Lubbock, Texas, USA
| | - Nguyen P Nguyen
- Department of Psychological Sciences, Texas Tech University, Lubbock, Texas, USA
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Lee CW, Lo YT, Devi S, Seo Y, Simon A, Zborovancik K, Alsheikh MY, Lamba N, Smith TR, Mekary RA, Aglio LS. Gender Differences in Preoperative Opioid Use in Spine Surgery Patients: A Systematic Review and Meta-analysis. PAIN MEDICINE 2020; 21:3292-3300. [PMID: 32989460 DOI: 10.1093/pm/pnaa266] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
OBJECTIVE Opioids are frequently used in spine surgeries despite their adverse effects, including physical dependence and addiction. Gender difference is an important consideration for personalized treatment. There is no review assessing the prevalence of opioid use between men and women before spine surgeries. DESIGN We compared the prevalence of preoperative opioid use between men and women. SETTING Spine surgery. SUBJECTS Comparison between men and women. METHODS PubMed, Embase, and Cochrane were searched from inception to November 9, 2018. Clinical characteristics and prevalence of preoperative opioid use were collected. Where feasible, data were pooled from nonoverlapping studies using random-effects models. RESULTS Four studies with nonoverlapping populations were included in the meta-analysis (one prospective, three retrospective cohorts). The prevalence of preoperative opioid use was 0.64 (95% CI = 0.40-0.83). Comparing men with women, no statistically significant difference in preoperative opioid use was detected (relative risk [RR] = 0.99, 95% CI = 0.96-1.02). Surgery location (cervical, lumbar) and study duration (more than five years or five years or less) did not modify this association. All involved open spine surgery. Only one secondary analysis provided data on both pre- and postoperative opioid use stratified by gender, which showed a borderline significantly higher prevalence of postoperative use in women than men. CONCLUSIONS The prevalence of opioid use before spine surgery was similar between men and women, irrespective of surgery location or study duration. More studies characterizing the pattern of opioid use between genders are still needed.
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Affiliation(s)
- Chung-Wang Lee
- School of Pharmacy, MCPHS University, Boston, Massachusetts
| | - Yu Tung Lo
- Computational Neuroscience Outcomes Center, Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Sharmila Devi
- Computational Neuroscience Outcomes Center, Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Yookyung Seo
- School of Pharmacy, MCPHS University, Boston, Massachusetts
| | - Angela Simon
- School of Pharmacy, MCPHS University, Boston, Massachusetts
| | | | - Mona Y Alsheikh
- Clinical Pharmacy Department, School of Pharmacy, Taif University, Taif, Saudi Arabia
| | - Nayan Lamba
- Computational Neuroscience Outcomes Center, Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA.,Harvard Radiation Oncology Program, Boston, Massachusetts, USA
| | - Timothy R Smith
- Computational Neuroscience Outcomes Center, Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Rania A Mekary
- School of Pharmacy, MCPHS University, Boston, Massachusetts.,Computational Neuroscience Outcomes Center, Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Linda S Aglio
- Computational Neuroscience Outcomes Center, Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
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Schamp J, Simonis S, Roets G, Van Havere T, Gremeaux L, Vanderplasschen W. Women’s views on barriers and facilitators for seeking alcohol and drug treatment in Belgium. NORDIC STUDIES ON ALCOHOL AND DRUGS 2020; 38:175-189. [PMID: 35310006 PMCID: PMC8899070 DOI: 10.1177/1455072520964612] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2020] [Accepted: 09/14/2020] [Indexed: 12/14/2022] Open
Abstract
Aims: Although treatment barriers are different for men and women,
research is dominated by males’ and practitioners’ perspectives
rather than women’s voices. The purpose of this study in Belgium
was to identify and obtain a better understanding of the
barriers and facilitators for seeking treatment as experienced
by substance (ab)using women themselves. Methods: In-depth interviews were conducted with 60 female substance users
who utilise(d) outpatient and/or residential treatment services.
A content analysis was performed on women’s personal accounts of
previous treatment experiences as well as their experiences with
services along the continuum of care, resulting in practical
implications for the organisation of services. Results: Female substance users experience various overlapping – and at
times competing – barriers and facilitators when seeking
treatment and utilising services. For most women, the threat of
losing custody of their children is an essential barrier to
treatment, whereas for a significant part of the participants it
serves as a motivation to seek help. Also, women report social
stigma in private as well as professional contexts as a barrier
to treatment. Women further ask for a holistic approach to
treatment, which stimulates the healing process of body, mind
and spirit, and emphasise the importance of feeling safe in
treatment. Participants suggested several changes that could
encourage treatment utilisation. Conclusion: Our findings demonstrate the need for a gender-sensitive approach
within alcohol and drug services that meets the needs of female
substance users, as well as gender-sensitivity within prevention
and awareness-raising campaigns, reducing the stigma and
facilitating knowledge and awareness among women and
society.
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46
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Ho JY. Cycles of Gender Convergence and Divergence in Drug Overdose Mortality. POPULATION AND DEVELOPMENT REVIEW 2020; 46:443-470. [PMID: 33583972 PMCID: PMC7880043 DOI: 10.1111/padr.12336] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/07/2023]
Abstract
The United States is 25 years into a large-scale drug overdose epidemic, yet its consequences for gender differences remain largely unexplored. This study finds that drug overdose mortality increased seven- and fivefold for men and women, respectively; accounts for 0.8-year (men) and 0.4-year (women) deficits in life expectancy at birth in 2017; and has made an increasing contribution (from 1 percent to 17 percent) to women's life expectancy advantage at the prime adult ages between 1990 and 2017. I document a distinctive cyclicality to sex differences in drug overdose. During the epidemic's early stages - the heyday of prescription opioids - gender differences narrowed, but once the epidemic transitioned to illicit drugs in 2010, gender differences widened again. This pattern holds across racial/ethnic groups, and in fact may be even stronger among Hispanics and non-Hispanic Blacks than among non-Hispanic Whites. That we observe this gender dynamic across racial/ethnic groups is surprising since very different trends in drug overdose mortality have been observed for Whites versus other groups. The contemporary epidemic is a case of dynamic change in gender differences, and the differential mortality risks experienced by men and women reflect gendered social norms, attitudes towards risk, and patterns of diffusion.
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Affiliation(s)
- Jessica Y Ho
- Assistant Professor of Gerontology and Sociology, Leonard Davis School of Gerontology and Department of Sociology, University of Southern California, Los Angeles, CA 90089-0191
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47
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Busch AB, Greenfield SF, Reif S, Normand SLT, Huskamp HA. Outpatient care for opioid use disorder among the commercially insured: Use of medication and psychosocial treatment. J Subst Abuse Treat 2020; 115:108040. [PMID: 32600627 PMCID: PMC7687676 DOI: 10.1016/j.jsat.2020.108040] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2019] [Revised: 05/07/2020] [Accepted: 05/19/2020] [Indexed: 12/30/2022]
Abstract
BACKGROUND Evidence-based outpatient treatment for opioid use disorder (OUD) consists of medications that treat OUD (MOUD) and psychosocial treatments (e.g., psychotherapy or counseling, case management). Prior studies have not examined the use of these components of care in a commercially insured population. METHODS We analyzed claims data from a large national commercial insurer of enrollees age 17-64 identified with OUD (2008-2016, N = 87,877 persons and 122,708 person-years). Multinomial logistic regression models identified factors associated with receiving in a given year: 1) both MOUD and psychosocial visits, 2) MOUD without psychosocial visits, 3) psychosocial visits without MOUD, or 4) neither. We estimated predicted probabilities for key variables of interest. RESULTS Identification of OUD nearly tripled during the observation period (0.17% in 2008, 0.45% in 2016). Among person-years identified as having OUD, 36.3% included MOUD (8.1% both MOUD and psychosocial visits and 28.2% MOUD without psychosocial visits). In adjusted analyses, women had a lower probability of receiving either treatment alone or in combination (e.g.,MOUD plus psychosocial visits: women = 6.7% [6.5%-6.9%] vs. men = 9.2% [9.0%-9.4%]). Moderate/severe vs. mild OUD was associated with a higher probability of receiving MOUD (e.g., MOUD plus psychosocial visits: 8.7% [8.6%-8.9%] vs. 0.9% [0.7%-1.0%]). In contrast, an OUD overdose was associated with a greater probability of receiving neither treatment (78.2% [77.4%-79.0%] vs. 55.5% [55.2%-55.8%]). Over time, the probability of receiving each MOUD and psychosocial treatment category increased relative to 2008, but reached a peak and then plateaued or declined, by the end of the study period. CONCLUSIONS A significant treatment gap exists among individuals identified with OUD in this commercially insured population, with greater risks of receiving no treatment for women and for individuals with mild versus moderate or severe OUD. Overdose is associated with receiving neither MOUD nor psychosocial treatment. While treated prevalence initially increased relative to 2008, rates of treatment subsequently plateaued. Additional study and monitoring to elucidate barriers to OUD treatment in commercially insured populations are warranted.
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Affiliation(s)
- Alisa B Busch
- Department of Health Care Policy, Harvard Medical School, Boston, MA, United States of America.
| | | | - Sharon Reif
- Heller School for Social Policy and Management, Brandeis University, Waltham, MA, United States of America.
| | - Sharon-Lise T Normand
- Department of Health Care Policy, Harvard Medical School, Boston, MA, United States of America.
| | - Haiden A Huskamp
- Department of Health Care Policy, Harvard Medical School, Boston, MA, United States of America.
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The Patient's Gender Influencing the Accuracy of Diagnosis and Proposed Sepsis Treatment in Constructed Cases. Emerg Med Int 2020; 2020:4823095. [PMID: 32774922 PMCID: PMC7391101 DOI: 10.1155/2020/4823095] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2020] [Revised: 06/16/2020] [Accepted: 06/23/2020] [Indexed: 12/05/2022] Open
Abstract
Background Male sex is an independent risk factor for sepsis development. In addition to immunological gender differences, women less often receive sepsis treatment once diagnosed. Gender differences have also been described in other medical conditions, such as acute coronary syndrome. Aim To study whether the gender of patients influenced physicians' tendency to suspect sepsis and propose correct initial sepsis treatment in constructed cases. Method Four cases were constructed to fulfil the sepsis-3 criteria as well as raise clinical suspicions of other common medical differential diagnoses. Two of the cases were drafted in two versions, only differing in the gender of the patient. The two versions were randomly distributed to all clinical physicians in a medical region in Sweden. The responding physicians were asked to state the three most important diagnoses and the three most important initial treatments for each case. If sepsis were among the stated diagnoses together with fluids and antibiotics, the case was considered as correctly identified and initially treated sepsis. Results 120 hospital physicians answered the cases. In the case the patient was a female, the respondents correctly identified and treated sepsis significantly more often than if the patient was of the male sex (Case 1: 12/58 vs 2/62, p < 0.01 and Case 2: 25/62 vs 13/58, p < 0.05). Conclusion A low proportion of Swedish physicians identified and proposed treatment for sepsis in four constructed cases. In the case the patient strongly mimicked other diagnoses common in the male sex, the male cases were less often correctly identified and treated for sepsis.
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Lo YT, Lim-Watson M, Seo Y, Fluetsch N, Alasmari MM, Alsheikh MY, Lamba N, Smith TR, Aglio LS, Mekary RA. Long-Term Opioid Prescriptions After Spine Surgery: A Meta-Analysis of Prevalence and Risk Factors. World Neurosurg 2020; 141:e894-e920. [PMID: 32569762 DOI: 10.1016/j.wneu.2020.06.081] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2020] [Revised: 06/08/2020] [Accepted: 06/09/2020] [Indexed: 02/02/2023]
Abstract
BACKGROUND Opioids are frequently prescribed for back pain, but the prevalence of and risk factors for long-term opioid use after spine surgery were not clearly reported. We conducted a systematic review and meta-analysis to summarize the evidence for long-term opioid use (>90 days) among adults who underwent spine surgery. METHODS PubMed, EMBASE, and Cochrane indexing databases were searched until November 9, 2018 for studies reporting the prevalence of and risk factors for long-term opioid use after spine surgery. Separate meta-analyses were conducted for commercial claims databases or registries (claims/registries) and nonclaims observational studies using the random-effects model to estimate the pooled odds ratio (OR). Prevalence meta-analysis was performed in a clinically homogeneous subset of these patients who underwent lumbar spine surgery. RESULTS Eight claims and 5 nonclaims were meta-analyzed to avoid double-counting participants. The meta-analysis showed that preoperative opioid users (OR, 5.59; 95% confidence interval [CI], 3.37-9.27 vs. OR 4.21; 95% CI, 2.72-6.51) and participants with preexisting depression and/or anxiety (OR, 1.86, 95% CI, 1.43-2.42 and OR, 1.20; 95% CI, 0.83-1.74, respectively) had a statistically significantly higher odds of long-term postoperative opioids, compared with their peers. Males showed lower odds of long-term postoperative opioid use in the claims group (OR, 0.85; 95% CI, 0.79-0.92), but not in the nonclaims group (OR, 0.99; 95% CI, 0.71-1.39). The pooled prevalence of post-lumbar spine surgery long-term opioid use was 63% (95% CI, 50%-74%) in claims and 47% (95% CI, 38%-56%) in nonclaims. CONCLUSIONS Patients undergoing spine surgery represent a high-risk surgical population requiring special attention and targeted interventions, with the strongest evidence for those treated with opioids before surgery and those with psychiatric comorbidities.
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Affiliation(s)
- Yu Tung Lo
- Computational Neuroscience Outcomes Center, Department of Neurosurgery, Brigham and Women's Hospital, Boston, Massachusetts, USA; Department of Neurosurgery, National Neuroscience Institute, Singapore
| | | | - Yookyung Seo
- School of Pharmacy, MCPHS University, Boston, Massachusetts, USA
| | - Noemi Fluetsch
- School of Pharmacy, MCPHS University, Boston, Massachusetts, USA
| | - Moudi M Alasmari
- College of Medicine, King Saud Bin Abdulaziz University for Health Sciences, Jeddah, Saudi Arabia
| | - Mona Y Alsheikh
- Clinical Pharmacy Department, School of Pharmacy, Taif University, Taif, Saudi Arabia
| | - Nayan Lamba
- Computational Neuroscience Outcomes Center, Department of Neurosurgery, Brigham and Women's Hospital, Boston, Massachusetts, USA; Harvard Radiation Oncology Program, Boston, Massachusetts, USA
| | - Timothy R Smith
- Computational Neuroscience Outcomes Center, Department of Neurosurgery, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Linda S Aglio
- Computational Neuroscience Outcomes Center, Department of Neurosurgery, Brigham and Women's Hospital, Boston, Massachusetts, USA; Department of Anesthesiology, Perioperative, and Pain Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Rania A Mekary
- Computational Neuroscience Outcomes Center, Department of Neurosurgery, Brigham and Women's Hospital, Boston, Massachusetts, USA; School of Pharmacy, MCPHS University, Boston, Massachusetts, USA.
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50
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Mother and Father Prescription Opioid Misuse, Alcohol Use Disorder, and Parent Knowledge in Pathways to Adolescent Alcohol Use. J Youth Adolesc 2020; 49:1663-1673. [PMID: 32542579 DOI: 10.1007/s10964-020-01266-2] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2020] [Accepted: 05/28/2020] [Indexed: 01/06/2023]
Abstract
Parenting during early adolescence is key in protecting adolescents against substance use initiation and patterned use. Parental alcohol use disorder is a robust risk factor for maladaptive parenting and adolescent alcohol use. However, it is unclear what effect parent prescription opioid misuse has on parenting and adolescent alcohol use. Associations were examined among parent alcohol use disorder, prescription opioid misuse, and parent knowledge of adolescent activities in early adolescence and their prediction of adolescent alcohol use approximately five years later. The current sample consisted of mothers (N = 457) and fathers (N = 368) drawn from a large longitudinal sample (The Adult and Family Development Project: AFDP). The average age was 11.68 in early adolescence and 16.22 in adolescence and 47% of adolescents were female. Parent knowledge was tested as a mediator of the effects of parent alcohol disorder and parent opioid misuse on adolescence alcohol use. This model was examined separately in mothers and fathers. For mothers, alcohol use disorder and prescription opioid misuse both predicted adolescent alcohol use indirectly via parent knowledge. Mothers' alcohol use disorder also directly predicted adolescent alcohol use. For fathers, no direct or indirect effects of alcohol use disorder or prescription opioid misuse were detected although a covariate effect of illicit drug use on parent knowledge emerged. The results are discussed with regards to the processes that may explain how alcohol disorder or prescription opioid misuse affect mothers' knowledge and increase risk for adolescent alcohol use.
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