1
|
Rodríguez-Espinosa S, Coloma-Carmona A, Pérez-Carbonell A, Román-Quiles JF, Carballo JL. Transdiagnostic factors predicting prescription opioid-use disorder severity: A 12-month prospective study in patients on long-term opioid therapy for chronic pain. Drug Alcohol Depend 2025; 266:112506. [PMID: 39608289 DOI: 10.1016/j.drugalcdep.2024.112506] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/05/2024] [Revised: 10/08/2024] [Accepted: 11/11/2024] [Indexed: 11/30/2024]
Abstract
BACKGROUND Research has suggested that transdiagnostic factors related to reward, cognitive, and regulatory processes are involved in addictive behaviors and the experience of pain. However, studies of Prescription Opioid-Use Disorder (POUD) in a chronic pain population are scarce. This study aimed to analyze the predictive power of anticipatory pleasure experience, obsessive-compulsive behavior, cognitive control, emotion dysregulation, and sleep on POUD severity in chronic pain patients on long-term opioid therapy. METHODS A three-wave prospective study was conducted in a sample of 67 patients. Individual interviews were held to collect self-reported data on transdiagnostic factors, POUD, and sociodemographic and clinical variables. Statistical analysis included repeated measures multinomial mixed models, unadjusted and covariate-adjusted. RESULTS Rates of moderate-severe POUD significantly increased at 6- and 12-month follow-ups compared to initial assessment. The inability to experience anticipatory pleasure (OR [95 %CI] = 0.93 [0.89-0.98]), emotion dysregulation (OR = 1.06 [1.03-1.10]), and poorer sleep quality (OR = 1.25 [1.07-1.45]) predicted moderate-severe POUD even in the adjusted models (p< 0.05). In contrast, obsessive-compulsive behavior (OR = 1.02 [0.99-1.06]) was no longer significant after adjustment for covariates (p> 0.05). In addition, cognitive control was the only factor that predicted both mild (OR = 0.96 [0.93-0.99]) and moderate-severe (OR = 0.94 [0.90-0.98]) disorder (p< 0.05). Furthermore, when all transdiagnostic factors were included in a single model, cognitive control and anticipatory pleasure experience emerged as the strongest predictors of POUD severity, respectively (p< 0.05). CONCLUSIONS The identification of key transdiagnostic factors related to POUD severity allows for a more specific profiling of patients at increased risk, potentially leading to improved treatment targets for chronic pain population on opioid therapy.
Collapse
Affiliation(s)
- Sara Rodríguez-Espinosa
- Center for Applied Psychology, Miguel Hernández University, Avenida Universidad, s/n, Elche 03202, Spain
| | - Ainhoa Coloma-Carmona
- Center for Applied Psychology, Miguel Hernández University, Avenida Universidad, s/n, Elche 03202, Spain
| | - Ana Pérez-Carbonell
- University General Hospital of Elche, Camino de la Almazara, 11, Elche 03203, Spain
| | | | - José Luis Carballo
- Center for Applied Psychology, Miguel Hernández University, Avenida Universidad, s/n, Elche 03202, Spain.
| |
Collapse
|
2
|
Huo S, A Bruckner T, Das A, L Xiong G, Marcovitz D, B Neikrug A, McCarron R. Opioid prescriptions following behavioral health training among primary care providers. BMC MEDICAL EDUCATION 2024; 24:1374. [PMID: 39592999 PMCID: PMC11590618 DOI: 10.1186/s12909-024-06289-y] [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: 08/12/2024] [Accepted: 11/04/2024] [Indexed: 11/28/2024]
Abstract
BACKGROUND Overdose deaths due to opioids are a major concern in the United States. Physicians often report inadequate training in chronic pain and substance use disorder management. Here, we evaluate whether a specialized program, the Train New Trainers Primary Care Psychiatry (TNT PCP) Fellowship, affected opioid prescription practices among primary care physicians. METHODS We retrieved information from a publicly insured health program in Southern California on 11,975 patients and 180 primary care providers (PCPs) engaged in care between 2017 and 2021. Of the 180 PCPs, 38 received TNT training and 142 did not. We considered a patient as exposed to the provider's TNT "treatment" if they received care from a provider after the provider completed the 1-year fellowship. We utilized the number of opioid prescriptions per patient per quarter-year as the key independent variable. Linear regression models controlled for provider characteristics and time trends. Robustness checks included clustering patients by provider identification. RESULTS Post-TNT training, PCPs prescribed fewer than expected opioids. This result remains robust after controlling for several covariates (coef: - 0.209 ; standard error = 0.052, p < 0.001) as well as after clustering patient observations by provider. CONCLUSION In a large Southern California healthcare system, the TNT training program preceded a reduction in primary care providers' prescription rates of opioids. If replicated in larger samples, a low-cost provider training program has the potential to promote more judicious use of opioids for pain management. We encourage more studies to understand the program's long-term impact on physician behavior and, potentially, on patient outcomes.
Collapse
Affiliation(s)
- Shutong Huo
- Department of Health, Society, and Behavior, UC Irvine Joe C. Wen School of Population & Public Health, UCI Health Sciences Complex, 856 Health Sciences Quad, Irvine, CA, 92697 - 3957, USA
| | - Tim A Bruckner
- Department of Health, Society, and Behavior, UC Irvine Joe C. Wen School of Population & Public Health, UCI Health Sciences Complex, 856 Health Sciences Quad, Irvine, CA, 92697 - 3957, USA.
- University of California Irvine, Center for Population, Inequality, and Policy, Irvine, CA, USA.
| | - Abhery Das
- Heath Policy & Administration, School of Public Health, University of Illinois Chicago, Chicago, IL, USA
| | - Glen L Xiong
- University of California, Davis, Psychiatry and Behavioral Sciences, Sacramento, CA, USA
| | - David Marcovitz
- Department of Psychiatry and Behavioral Sciences, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Ariel B Neikrug
- Department of Psychiatry and Human Behavior, University of California Irvine School of Medicine, Irvine, CA, USA
| | - Robert McCarron
- Department of Psychiatry and Human Behavior, University of California Irvine School of Medicine, Irvine, CA, USA
| |
Collapse
|
3
|
Kyei EF, Zhang L, Leveille S. A Conceptual Analysis of Opioid Use Disorder in Chronic Noncancer Pain Using Rodger's Evolutionary Approach. Pain Manag Nurs 2024; 25:354-362. [PMID: 38729848 DOI: 10.1016/j.pmn.2024.03.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2023] [Revised: 02/15/2024] [Accepted: 03/24/2024] [Indexed: 05/12/2024]
Abstract
OBJECTIVE This study aims to examine the complex nature of opioid use disorder (OUD) in chronic noncancer pain (CNCP) by exploring its antecedents, attributes, consequences, and interrelated concepts. DESIGN A systematic literature review was conducted to gather relevant studies published between 2015 and 2022, utilizing the CINAHL, MEDLINE, PsycINFO, and PubMed databases. DATA SOURCES The selected databases provided a comprehensive range of articles related to OUD in CNCP, ensuring a comprehensive topic analysis. METHODS Twenty-two articles meeting the inclusion criteria were included in the analysis. These articles were critically reviewed and analyzed to identify key themes and concepts related to OUD in CNCP. RESULTS The findings of this study shed light on the multifaceted aspects of OUD in CNCP, including its antecedents, such as goals of physical function improvement, prescription of opioids for CNCP, social influences, and mental health dynamics. The attributes of OUD in CNCP were identified as chronic pain, noncancer pain, opioid use, misuse, and abuse. OUD's consequences in CNCP include impaired functioning, increased health risks, psychological distress, social challenges, and economic burden. CONCLUSION Understanding the complexity of OUD in CNCP is crucial for improving patient outcomes. Collaborative efforts among healthcare systems, regulatory bodies, and professional organizations are needed to develop policies promoting safe and effective pain management while mitigating risks associated with opioid use in CNCP. IMPLICATIONS FOR PRACTICE Implementing policy recommendations derived from this study enhances care and outcomes for individuals with CNCP. By addressing complex issues of OUD in CNCP and adopting evidence-based practices, healthcare providers can optimize pain management and promote well-being in CNCP patients.
Collapse
Affiliation(s)
- Evans F Kyei
- Manning College of Nursing and Health Sciences, University of Massachusetts Boston, Boston, Massachusetts.
| | - Lingling Zhang
- Manning College of Nursing and Health Sciences, University of Massachusetts Boston, Boston, Massachusetts
| | - Suzanne Leveille
- Manning College of Nursing and Health Sciences, University of Massachusetts Boston, Boston, Massachusetts
| |
Collapse
|
4
|
Vinkers CH, Kupka RW, Penninx BW, Ruhé HG, van Gaalen JM, van Haaren PCF, Schellekens AFA, Jauhar S, Ramos-Quiroga JA, Vieta E, Tiihonen J, Veldman SE, Veling W, Vis R, de Wit LE, Luykx JJ. Discontinuation of psychotropic medication: a synthesis of evidence across medication classes. Mol Psychiatry 2024; 29:2575-2586. [PMID: 38503923 DOI: 10.1038/s41380-024-02445-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/25/2023] [Revised: 12/22/2023] [Accepted: 01/22/2024] [Indexed: 03/21/2024]
Abstract
Pharmacotherapy is an effective treatment modality across psychiatric disorders. Nevertheless, many patients discontinue their medication at some point. Evidence-based guidance for patients, clinicians, and policymakers on rational discontinuation strategies is vital to enable the best, personalized treatment for any given patient. Nonetheless, there is a scarcity of guidelines on discontinuation strategies. In this perspective, we therefore summarize and critically appraise the evidence on discontinuation of six major psychotropic medication classes: antidepressants, antipsychotics, benzodiazepines, mood stabilizers, opioids, and stimulants. For each medication class, a wide range of topics pertaining to each of the following questions are discussed: (1) Who can discontinue (e.g., what are risk factors for relapse?); (2) When to discontinue (e.g., after 1 year or several years of antidepressant use?); and (3) How to discontinue (e.g., what's the efficacy of dose reduction compared to full cessation and interventions to mitigate relapse risk?). We thus highlight how comparing the evidence across medication classes can identify knowledge gaps, which may pave the way for more integrated research on discontinuation.
Collapse
Affiliation(s)
- Christiaan H Vinkers
- Department of Psychiatry and Anatomy & Neurosciences, Amsterdam University Medical Center location Vrije Universiteit Amsterdam, 1081 HV, Amsterdam, The Netherlands.
- Amsterdam Public Health, Mental Health Program and Amsterdam Neuroscience, Mood, Anxiety, Psychosis, Sleep & Stress Program, Amsterdam, The Netherlands.
- GGZ inGeest Mental Health Care, Amsterdam, The Netherlands.
| | - Ralph W Kupka
- Department of Psychiatry, Amsterdam Neuroscience and Amsterdam Public Health, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Brenda W Penninx
- Department of Psychiatry, Amsterdam Neuroscience and Amsterdam Public Health, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Henricus G Ruhé
- Department of Psychiatry, Radboudumc, Radboud University, Nijmegen, The Netherlands
- Donders Institute for Brain, Cognition and Behavior, Radboud University, Nijmegen, The Netherlands
| | - Jakob M van Gaalen
- GGZ inGeest Mental Health Care, Amsterdam, The Netherlands
- Department of Psychiatry, Amsterdam Neuroscience and Amsterdam Public Health, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Paul C F van Haaren
- Department of Psychiatry, Radboudumc, Radboud University, Nijmegen, The Netherlands
- Donders Institute for Brain, Cognition and Behavior, Radboud University, Nijmegen, The Netherlands
| | - Arnt F A Schellekens
- Department of Psychiatry, Radboudumc, Radboud University, Nijmegen, The Netherlands
- Donders Institute for Brain, Cognition and Behavior, Radboud University, Nijmegen, The Netherlands
- Nijmegen Institute for Scientist Practitioners in Addiction (NISPA), Nijmegen, The Netherlands
| | - Sameer Jauhar
- Centre for Affective Disorders, Psychological Medicine, IoPPN, King's College, London, UK
| | - Josep A Ramos-Quiroga
- Department of Mental Health, Hospital Universitari Vall d'Hebron, Barcelona, Catalonia, Spain
- Group of Psychiatry, Mental Health and Addictions, Vall d'Hebron Research Institute (VHIR), Barcelona, Catalonia, Spain
- Biomedical Network Research Centre on Mental Health (CIBERSAM), Barcelona, Catalonia, Spain
- Department of Psychiatry and Forensic Medicine, Universitat Autònoma de Barcelona, Barcelona, Catalonia, Spain
| | - Eduard Vieta
- Bipolar and Depressive Disorders Unit, Hospital Clinic, Institute of Neuroscience, University of Barcelona, IDIBAPS, CIBERSAM, Barcelona, Catalonia, Spain
| | - Jari Tiihonen
- Department of Forensic Psychiatry, Niuvanniemi Hospital, University of Eastern Finland, Kuopio, Finland
- Department of Clinical Neuroscience, Karolinska Institutet, 11364, Stockholm, Sweden
- Center for Psychiatry Research, Stockholm City Council, Stockholm, Sweden
- Neuroscience Center, University of Helsinki, Helsinki, Finland
| | - Stijn E Veldman
- Department of Psychiatry, Radboudumc, Radboud University, Nijmegen, The Netherlands
- Donders Institute for Brain, Cognition and Behavior, Radboud University, Nijmegen, The Netherlands
- Nijmegen Institute for Scientist Practitioners in Addiction (NISPA), Nijmegen, The Netherlands
- Novadic-Kentron Addiction Care, Vught, The Netherlands
| | - Wim Veling
- Department of Psychiatry, University Medical Centre Groningen, University of Groningen, Groningen, The Netherlands
| | - Roeland Vis
- Department of Clinical Pharmacy, St. Antonius Hospital, Nieuwegein/Utrecht, The Netherlands
| | - Laura E de Wit
- Department of Psychiatry, St. Antonius Hospital, Nieuwegein/Utrecht, The Netherlands
| | - Jurjen J Luykx
- GGZ inGeest Mental Health Care, Amsterdam, The Netherlands
- Department of Psychiatry, Amsterdam Neuroscience and Amsterdam Public Health, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
- Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience, Maastricht University Medical Centre, Maastricht, The Netherlands
| |
Collapse
|
5
|
Konzelmann M, Vuistiner P, Burrus C, Luthi F, Léger B. Analgesic consumption in a large sample of people in musculoskeletal rehabilitation: A descriptive study. Ann Phys Rehabil Med 2024; 67:101776. [PMID: 38118341 DOI: 10.1016/j.rehab.2023.101776] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Revised: 04/15/2023] [Accepted: 06/03/2023] [Indexed: 12/22/2023]
Abstract
BACKGROUND Consumption of opioids is increasing worldwide in people with chronic non-cancer pain, although their effectiveness is debated. OBJECTIVES The aim of the current study was to evaluate analgesic consumption and its association with different variables (demographic variables, pain, anxiety/depression, catastrophism, and kinesiophobia), in the field of musculoskeletal rehabilitation, where no data are available. METHODS This was a retrospective study over a period of 8 years on people hospitalised for rehabilitation after injury. Participants were classified into 3 categories: no analgesics (NA), non-opioid analgesics (NOA), and opioid analgesics (OPA). ANOVA or chi-squared tests were used to compare the 3 groups. RESULTS A total of 4,350 people (84% men; mean [SD] age, 44 [11] years) were included. In total, 20% were taking OPA, 40% NOA and 40% NA. In the OPA group, tramadol was mainly used, and the morphine equivalent median dose was 8.3 mg/day. In the NOA group, paracetamol and ibuprofen were mostly used. Symptoms increased progressively across the 3 groups (NA/NOA/OPA), with increased levels of pain severity/interference, anxiety/depression and catastrophizing, and a higher prevalence of neuropathic pain in the OPA group versus the others. CONCLUSIONS These results are consistent with those found in groups of people with chronic pain taking larger doses of opioids and following opioid reduction or cessation programs. Opioid prescription did not increase over the 8 years, which was reassuring. These factors are important to emphasise because they can be modified in the rehabilitation setting with interdisciplinary management. REGISTRATION Our database was registered on Mendeley Data.
Collapse
Affiliation(s)
- Michel Konzelmann
- Research service. Clinique Romande de réadaptation, Sion, Switzerland; Assessment and consultation service. Clinique Romande de réadaptation, Sion, Switzerland.
| | | | - Cyrille Burrus
- Research service. Clinique Romande de réadaptation, Sion, Switzerland; Rehabilitation of locomotor apparatus service. Clinique Romande de réadaptation, Sion, Switzerland
| | - François Luthi
- Rehabilitation of locomotor apparatus service. Clinique Romande de réadaptation, Sion, Switzerland; Department of locomotor apparatus. Hôpital Orthopédique, Lausanne. Switzerland
| | - Bertrand Léger
- Research service. Clinique Romande de réadaptation, Sion, Switzerland
| |
Collapse
|
6
|
Bharat C, Chidwick K, Gisev N, Farrell M, Ali R, Degenhardt L. Trends in use of medicines for opioid agonist treatment in Australia, 2013-2022. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2024; 123:104255. [PMID: 38029481 DOI: 10.1016/j.drugpo.2023.104255] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2023] [Revised: 09/26/2023] [Accepted: 10/29/2023] [Indexed: 12/01/2023]
Abstract
BACKGROUND There are limited longitudinal data on national patterns of opioid agonist treatment (OAT). This study describes 10-year trends in the sales of OAT medicines in Australia. METHODS A descriptive and time-series analysis of methadone, sublingual (SL) buprenorphine (+/-naloxone), and long-acting injectable (LAI) buprenorphine sold in Australia between 2013 and 2022 was performed. Total units sold were converted into an estimate of the number of clients that could be treated over a 28-day period with that amount of medicine ('client-months'). RESULTS Between January 2013 and December 2022, the estimated number of client-months on: any OAT increased by 50 % to 53,501, methadone decreased (-8.5%), SL buprenorphine increased (+78%), and LAI buprenorphine increased substantially after September 2019. In January 2013, 78 % of OAT client-months received methadone. By December 2022, 48 % received methadone, 26 % SL buprenorphine, and 26 % LAI buprenorphine. Between 2013 to 2022, OAT client-months per capita were highest in the state of New South Wales. Over the study period, greater increases in OAT were observed in very remote areas (88%) compared to major cities (53%). The number of client-months in non-community pharmacy settings remained stable from 2013 to 2019/20, before increasing markedly. The introduction of LAI buprenorphine was associated with an immediate, sustained increase of 1,636 OAT client-months, and further increases of 190 OAT client-months each month. CONCLUSION Patterns of OAT have shifted over the last 10-years with buprenorphine (SL/LAI) now the most common OAT used in Australia. The introduction of LAI buprenorphine has expanded OAT access, particularly in non-community pharmacy settings, and in remote areas.
Collapse
Affiliation(s)
- Chrianna Bharat
- National Drug and Alcohol Research Centre, UNSW Sydney, Randwick, NSW, Australia.
| | - Kendal Chidwick
- National Drug and Alcohol Research Centre, UNSW Sydney, Randwick, NSW, Australia
| | - Natasa Gisev
- National Drug and Alcohol Research Centre, UNSW Sydney, Randwick, NSW, Australia
| | - Michael Farrell
- National Drug and Alcohol Research Centre, UNSW Sydney, Randwick, NSW, Australia
| | - Robert Ali
- National Drug and Alcohol Research Centre, UNSW Sydney, Randwick, NSW, Australia; Faculty of Health and Medical Sciences, University of Adelaide, Adelaide, Australia
| | - Louisa Degenhardt
- National Drug and Alcohol Research Centre, UNSW Sydney, Randwick, NSW, Australia
| |
Collapse
|
7
|
Turner AP, Arewasikporn A, Hawkins EJ, Suri P, Burns SP, Leipertz SL, Haselkorn JK. Risk Factors for Chronic Prescription Opioid Use in Multiple Sclerosis. Arch Phys Med Rehabil 2023; 104:1850-1856. [PMID: 37137460 DOI: 10.1016/j.apmr.2023.04.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2022] [Revised: 01/31/2023] [Accepted: 04/10/2023] [Indexed: 05/05/2023]
Abstract
OBJECTIVE To characterize patterns of prescription opioid use among individuals with multiple sclerosis (MS) and identify risk factors associated with chronic use. DESIGN Retrospective longitudinal cohort study examining US Department of Veterans Affairs electronic medical record data of Veterans with MS. The annual prevalence of prescription opioid use by type (any, acute, chronic, incident chronic) was calculated for each study year (2015-2017). Multivariable logistic regression was used to identify demographics and medical, mental health, and substance use comorbidities in 2015-2016 associated with chronic prescription opioid use in 2017. SETTING US Department of Veterans Affairs, Veteran's Health Administration. PARTICIPANTS National sample of Veterans with MS (N=14,974). MAIN OUTCOME MEASURE Chronic prescription opioid use (≥90 days). RESULTS All types of prescription opioid use declined across the 3 study years (chronic opioid use prevalence=14.6%, 14.0%, and 12.2%, respectively). In multivariable logistic regression, prior chronic opioid use, history of pain condition, paraplegia or hemiplegia, post-traumatic stress disorder, and rural residence were associated with greater risk of chronic prescription opioid use. History of dementia and psychotic disorder were both associated with lower risk of chronic prescription opioid use. CONCLUSION Despite reductions over time, chronic prescription opioid use remains common among a substantial minority of Veterans with MS and is associated with multiple biopsychosocial factors that are important for understanding risk for long-term use.
Collapse
Affiliation(s)
- Aaron P Turner
- VA Puget Sound Health Care System, Seattle, WA; VA MS Center of Excellence West, Seattle, WA; Center of Excellence in Substance Addiction Treatment and Education, Seattle, WA; Department of Rehabilitation Medicine, University of Washington, Seattle, WA.
| | | | - Eric J Hawkins
- VA Puget Sound Health Care System, Seattle, WA; Center of Excellence in Substance Addiction Treatment and Education, Seattle, WA; Health Services Research & Development (HSR&D), Seattle Center of Innovation for Veteran-Centered and Value-Driven Care, Seattle, WA; Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA
| | - Pradeep Suri
- VA Puget Sound Health Care System, Seattle, WA; Department of Rehabilitation Medicine, University of Washington, Seattle, WA; Clinical Learning, Evidence, and Research Center (CLEAR), University of Washington, Seattle, WA
| | - Stephen P Burns
- VA Puget Sound Health Care System, Seattle, WA; Department of Rehabilitation Medicine, University of Washington, Seattle, WA
| | - Steve L Leipertz
- VA Puget Sound Health Care System, Seattle, WA; VA MS Center of Excellence West, Seattle, WA
| | - Jodie K Haselkorn
- VA Puget Sound Health Care System, Seattle, WA; VA MS Center of Excellence West, Seattle, WA; Department of Rehabilitation Medicine, University of Washington, Seattle, WA
| |
Collapse
|
8
|
Marshall T, Olson K, Youngson E, Abba-Aji A, Li XM, Vohra S, Lewanczuk R. Preexisting mental health disorders and risk of opioid use disorder in young people: A case-control study. Early Interv Psychiatry 2023; 17:963-973. [PMID: 36792950 DOI: 10.1111/eip.13385] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/09/2021] [Revised: 11/23/2022] [Accepted: 01/01/2023] [Indexed: 02/17/2023]
Abstract
AIM Opioid use disorder (OUD) is a leading cause of preventable mortality amongst young people worldwide. Early identification and intervention of modifiable risk factors may reduce future OUD risk. The aim of this study was to explore whether the onset of OUD is associated with preexisting mental health conditions such as anxiety and depressive disorders in young people. METHODS A retrospective, population-based case-control study was conducted from 31 March 2018 until 01 January 2002. Provincial administrative health data were collected from Alberta, Canada. CASES Individuals 18-25 years on 01 April 2018, with a previous record of OUD. CONTROLS Individuals without OUD were matched to cases, on age/sex/index date. Conditional logistic regression analysis was used to control for additional covariates (e.g., alcohol-related disorders, psychotropic medications, opioid analgesics, and social/material deprivation). RESULTS We identified N = 1848 cases and N = 7392 matched controls. After adjustment, OUD was associated with the following preexisting mental health conditions: Anxiety disorders, aOR = 2.53 (95% CI = 2.16-2.96); depressive disorders, aOR = 2.20 (95% CI = 1.80-2.70); alcohol-related disorders, aOR = 6.08 (95% CI, 4.86-7.61); anxiety and depressive disorders, aOR = 1.94 (95% CI = 1.56-2.40); anxiety and alcohol-related disorders, aOR = 5.22 (95% CI = 4.03-6.77); depressive and alcohol-related disorders, aOR = 6.47 (95% CI = 4.73-8.84); anxiety, depressive and alcohol-related disorders, aOR = 6.09 (95% CI = 4.41-8.42). DISCUSSION Preexisting mental health conditions such as anxiety and depressive disorders are risk factors for future OUD in young people. Preexisting alcohol-related disorders showed the strongest association with future OUD and demonstrated an additive risk when concurrent with anxiety/depression. As not all plausible risk factors could be examined, more research is still needed.
Collapse
Affiliation(s)
- Tyler Marshall
- Department of Psychiatry, Faculty of Medicine & Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Karin Olson
- Faculty of Nursing, University of Alberta, Edmonton, Alberta, Canada
| | - Erik Youngson
- Health Research Methods and Analytics, Alberta Health Services, Edmonton, Alberta, Canada
| | - Adam Abba-Aji
- Department of Psychiatry, Faculty of Medicine & Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Xin-Min Li
- Department of Psychiatry, Faculty of Medicine & Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Sunita Vohra
- Department of Psychiatry, Faculty of Medicine & Dentistry, University of Alberta, Edmonton, Alberta, Canada
- Department of Pediatrics, Faculty of Medicine & Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Richard Lewanczuk
- Department of Medicine, Faculty of Medicine & Dentistry, University of Alberta, Edmonton, Alberta, Canada
| |
Collapse
|
9
|
Zamri M, Lans J, Jupiter JB, Eberlin KR, Garg R, Chen NC. Factors Associated with Prolonged Opioid Use after CMC Arthroplasty. J Hand Microsurg 2023; 15:196-202. [PMID: 37388557 PMCID: PMC10306983 DOI: 10.1055/s-0041-1736003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022] Open
Abstract
Background Higher rates of prolonged opioid use have been reported in patients who undergo thumb carpometacarpal (CMC) arthroplasty compared with other hand procedures. Therefore, the aim of this study is to identify the risk factors associated with prolonged postoperative opioid use after CMC arthroplasty, along with reporting the number of patients who filled an opioid prescription more than 30 days postoperatively. Materials and Methods Retrospectively, 563 opioid-naïve patients who underwent CMC arthroplasty were included. A manual chart review was performed to collect patient characteristics, and opioid use was determined based on opioid prescription by a physician. Prolonged opioid use was defined as an opioid prescription at 90 to 180 days postoperatively. A multivariable analysis was performed to identify independent factors associated with an opioid prescription at 90 to 180 days postoperatively. Patients had a median age of 60.4 years (interquartile range [IQR]: 55.5-66.9) and had a median follow-up of 7.6 years (IQR: 4.3-12.0). Results The rates of postoperative opioid use ranged from 6.2% (53 out of 563 patients) at 30 to 59 days postoperatively to 3.9% (22 out of 563 patients) at 150 to 180 days postoperatively. In total, 17.1% (96 out of 563 patients) received a second opioid prescription more than 30 days following surgery, of which 10.8% (61 out of 563 patients) were between 90 and 180 days postoperatively. Older age, defined as a median of 63 years (IQR: 57.10-69.88) ( p = 0.027, odds ratio [OR] = 1.04) and a history of psychiatric disease ( p = 0.049, OR = 1.86) were independently associated with prolonged opioid use. Conclusion A prolonged opioid use rate of roughly 11% was found in opioid-naïve patients who underwent CMC arthroplasty. In patients at risk (older patients or psychiatric history) of prolonged opioid use, careful postoperative pain management is recommended.
Collapse
Affiliation(s)
- Meryam Zamri
- Hand and Upper Extremity Service, Division of Orthopaedics, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States
| | - Jonathan Lans
- Hand and Upper Extremity Service, Division of Orthopaedics, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States
| | - Jesse B. Jupiter
- Hand and Upper Extremity Service, Division of Orthopaedics, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States
| | - Kyle R. Eberlin
- Hand Surgery Service, Division of Plastic Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States
| | - Rohit Garg
- Hand and Upper Extremity Service, Division of Orthopaedics, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States
| | - Neal C. Chen
- Hand and Upper Extremity Service, Division of Orthopaedics, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States
| |
Collapse
|
10
|
Abstract
Substance use disorders (SUDs) are complex illnesses and may occur in individuals with other physical and mental illnesses. Common comorbidities for SUDs include mental health illness and/or chronic pain. Nurses face additional risk factors for the development of SUD and comorbid illnesses. The relationships among these comorbidities and SUD are multifaceted, requiring understanding of the individual disease processes and how they may impact the manifestations of one another, as well as response to treatment considerations. Understanding the prevalence of these comorbidities and potential relationships is crucial to prevention, management, and treatment outcomes.
Collapse
Affiliation(s)
- Christine Bazik Kress
- University of North Carolina Greensboro DNP Nurse Anesthesia Program, 124 East Gate City Boulevard, Greensboro, NC 27406, USA.
| | - Stacey Schlesinger
- University of North Carolina Greensboro DNP Nurse Anesthesia Program, 124 East Gate City Boulevard, Greensboro, NC 27406, USA
| |
Collapse
|
11
|
Ng W, Beales D, Gucciardi DF, Slater H. Applying the behavioural change wheel to guide the implementation of a biopsychosocial approach to musculoskeletal pain care. FRONTIERS IN PAIN RESEARCH 2023; 4:1169178. [PMID: 37228807 PMCID: PMC10204590 DOI: 10.3389/fpain.2023.1169178] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2023] [Accepted: 04/21/2023] [Indexed: 05/27/2023] Open
Abstract
Achieving high value, biopsychosocial pain care can be complex, involving multiple stakeholders working synergistically to support the implementation of quality care. In order to empower healthcare professionals to assess, identify and analyse biopsychosocial factors contributing to musculoskeletal pain, and describe what changes are needed in the whole-of-system to navigate this complexity, we aimed to: (1) map established barriers and enablers influencing healthcare professionals' adoption of a biopsychosocial approach to musculoskeletal pain against behaviour change frameworks; and (2) identify behaviour change techniques to facilitate and support the adoption and improve pain education. A five-step process informed by the Behaviour Change Wheel (BCW) was undertaken: (i) from a recently published qualitative evidence synthesis, barriers and enablers were mapped onto the Capability Opportunity Motivation-Behaviour (COM-B) model and Theoretical Domains Framework (TDF) using "best fit" framework synthesis; (ii) relevant stakeholder groups involved in the whole-of-health were identified as audiences for potential interventions; (iii) possible intervention functions were considered based on the Affordability, Practicability, Effectiveness and Cost-effectiveness, Acceptability, Side-effects/safety, Equity criteria; (iv) a conceptual model was synthesised to understand the behavioural determinants underpinning biopsychosocial pain care; (v) behaviour change techniques (BCTs) to improve adoption were identified. Barriers and enablers mapped onto 5/6 components of the COM-B model and 12/15 domains on the TDF. Multi-stakeholder groups including healthcare professionals, educators, workplace managers, guideline developers and policymakers were identified as target audiences for behavioural interventions, specifically education, training, environmental restructuring, modelling and enablement. A framework was derived with six BCTs identified from the Behaviour Change Technique Taxonomy (version 1). Adoption of a biopsychosocial approach to musculoskeletal pain involves a complex set of behavioural determinants, relevant across multiple audiences, reflecting the importance of a whole-of-system approach to musculoskeletal health. We proposed a worked example on how to operationalise the framework and apply the BCTs. Evidence-informed strategies are recommended to empower healthcare professionals to assess, identify and analyse biopsychosocial factors, as well as targeted interventions relevant to various stakeholders. These strategies can help to strengthen a whole-of-system adoption of a biopsychosocial approach to pain care.
Collapse
Affiliation(s)
- Wendy Ng
- Curtin School of Allied Health, Curtin University, Perth, WA, Australia
| | - Darren Beales
- Curtin School of Allied Health, Curtin University, Perth, WA, Australia
- Curtin enAble Institute, Curtin University, Perth, WA, Australia
| | - Daniel F. Gucciardi
- Curtin School of Allied Health, Curtin University, Perth, WA, Australia
- Curtin enAble Institute, Curtin University, Perth, WA, Australia
| | - Helen Slater
- Curtin School of Allied Health, Curtin University, Perth, WA, Australia
- Curtin enAble Institute, Curtin University, Perth, WA, Australia
| |
Collapse
|
12
|
Richwine C, Everson J. National Estimates and Physician-Reported Impacts of Prescription Drug Monitoring Program Use. J Gen Intern Med 2023; 38:881-888. [PMID: 36229762 PMCID: PMC10039204 DOI: 10.1007/s11606-022-07793-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/03/2022] [Accepted: 09/06/2022] [Indexed: 10/17/2022]
Abstract
BACKGROUND Despite widespread adoption of state prescription drug monitoring programs (PDMPs), it is unclear how often PDMPs are accessed through an electronic health record system (EHR-PDMP integration), or whether efforts to make PDMPs easier to access and use have improved their utility. OBJECTIVE To produce national-level estimates on the use of PDMPs among office-based physicians and benefits associated with their use. DESIGN We use nationally representative survey data to produce descriptive statistics on PDMP use and associated benefits among office-based physicians in the USA. PARTICIPANTS 1398 office-based physicians who prescribe controlled substances. MAIN MEASURES We examined physician-reported ease and frequency of PDMP use, and how EHR-PDMP integration affects frequency and ease of use. Multivariate models were used to assess whether characteristics of PDMP use were related to physician-reported benefits such as reduced prescribing of controlled substances and perceived improvements in clinical decision-making. KEY RESULTS In 2019, two-thirds of office-based physicians in the USA reported frequent use of their state PDMP and over three-quarters reported they were easy to use. Both frequency and ease of use were positively correlated with PDMP integration status. Respondents who frequently checked their state's PDMP were 8.7 percentage points (95% CI -.4 to 17.8) more likely to report perceived benefits and reported 2.2 (95% CI 1.54 to 2.83) more benefits. Respondents who indicated their PDMP was easy to use were 12.7 percentage points (95% CI .040 to .214) more likely to report perceived benefits and reported 0.94 (95% CI 0.26 to 1.61) more benefits. CONCLUSIONS Our findings suggest efforts to make PDMPs easier to access and use aided physicians in making informed clinical decisions that may not be captured by reduced prescribing alone. Efforts to further increase frequency and ease of use-including advancing a standards-based approach to PDMP and EHR data interoperability-may further increase the benefit of PDMPs.
Collapse
Affiliation(s)
- Chelsea Richwine
- Office of Technology, Office of the National Coordinator for Health Information Technology, Washington, DC, USA.
| | - Jordan Everson
- Office of Technology, Office of the National Coordinator for Health Information Technology, Washington, DC, USA
| |
Collapse
|
13
|
De Aquino JP, Bahji A, Gómez O, Sofuoglu M. Alleviation of opioid withdrawal by cannabis and delta-9-tetrahydrocannabinol: A systematic review of observational and experimental human studies. Drug Alcohol Depend 2022; 241:109702. [PMID: 36434879 PMCID: PMC9772106 DOI: 10.1016/j.drugalcdep.2022.109702] [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: 09/15/2022] [Revised: 10/24/2022] [Accepted: 11/13/2022] [Indexed: 11/19/2022]
Abstract
BACKGROUND While six U.S. states have already officially authorized cannabinoids to substitute opioids and treat opioid use disorder, the therapeutic benefits of cannabinoids remain unclear, especially when weighted against their adverse effects. METHODS We conducted a systematic review of studies examining the association between opioid withdrawal and cannabis use or delta-9-tetrahydrocannabinol (THC) administration. We searched multiple databases from inception to July 30, 2022, and assessed study quality. RESULTS Eleven studies were identified, with a total of 5330 participants, of whom 64 % were male. Nine observational studies examined the association between cannabis use and opioid withdrawal. Two randomized, placebo-controlled clinical trials (RCTs) investigated the withdrawal-alleviating effects of dronabinol, a synthetic form of THC. Four observational studies found an association between cannabis use and the alleviation of opioid withdrawal; one reported exacerbation of opioid withdrawal symptoms; and four reported no association. RCTs reported that THC alleviated opioid withdrawal, albeit with dose-dependent increases in measures of abuse liability, dysphoria, and tachycardia. There was high heterogeneity in measurements of opioid withdrawal and the type and dose of opioid at baseline. CONCLUSIONS Although there is preliminary evidence that cannabis and its main psychoactive constituent, THC, may alleviate opioid withdrawal, these effects are likely to have a narrow therapeutic window. Further, the potential of cannabinoids to alleviate opioid withdrawal is determined by complex interactions between patient characteristics and pharmacological factors. Collectively, these findings have clinical, methodological, and mechanistic implications for treating opioid withdrawal during cannabinoid use, and for efforts to alleviate opioid withdrawal using non-opioid therapeutics.
Collapse
Affiliation(s)
- Joao P De Aquino
- Yale University School of Medicine, Department of Psychiatry, 300 George St., New Haven, CT 06511, USA; VA Connecticut Healthcare System, 950 Campbell Avenue (151D), West Haven, CT 06516, USA; Clinical Neuroscience Research Unit (CNRU), Conneticut Mental Health Center, 34 Park St, 3rd Floor, New Haven, CT, 06519.
| | - Anees Bahji
- Cumming School of Medicine, University of Calgary, Department of Psychiatry, 2500 University Drive NW, Calgary, Alb., Canada
| | - Oscar Gómez
- Department of Psychiatry, Faculty of Medicine, Pontificia Universidad Javeriana, 7th Street, 40-02, Bogotá, Colombia
| | - Mehmet Sofuoglu
- Yale University School of Medicine, Department of Psychiatry, 300 George St., New Haven, CT 06511, USA; VA Connecticut Healthcare System, 950 Campbell Avenue (151D), West Haven, CT 06516, USA
| |
Collapse
|
14
|
Jain R. Urine Drug Screens in Routine Clinical Care: Underutilized? JOURNAL OF THE ASSOCIATION OF PHYSICIANS OF INDIA 2022. [DOI: 10.5005/japi-70-11-94] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
|
15
|
Temmermand R, Barrett JE, Fontana ACK. Glutamatergic systems in neuropathic pain and emerging non-opioid therapies. Pharmacol Res 2022; 185:106492. [PMID: 36228868 PMCID: PMC10413816 DOI: 10.1016/j.phrs.2022.106492] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/14/2022] [Revised: 10/05/2022] [Accepted: 10/06/2022] [Indexed: 01/14/2023]
Abstract
Neuropathic pain, a disease of the somatosensory nervous system, afflicts many individuals and adequate management with current pharmacotherapies remains elusive. The glutamatergic system of neurons, receptors and transporters are intimately involved in pain but, to date, there have been few drugs developed that therapeutically modulate this system. Glutamate transporters, or excitatory amino acid transporters (EAATs), remove excess glutamate around pain transmitting neurons to decrease nociception suggesting that the modulation of glutamate transporters may represent a novel approach to the treatment of pain. This review highlights and summarizes (1) the physiology of the glutamatergic system in neuropathic pain, (2) the preclinical evidence for dysregulation of glutamate transport in animal pain models, and (3) emerging novel therapies that modulate glutamate transporters. Successful drug discovery requires continuous focus on basic and translational methods to fully elucidate the etiologies of this disease to enable the development of targeted therapies. Increasing the efficacy of astrocytic EAATs may serve as a new way to successfully treat those suffering from this devastating disease.
Collapse
Affiliation(s)
- Rhea Temmermand
- Department of Pharmacology and Physiology, Drexel University College of Medicine, Philadelphia, PA 19102, USA
| | - James E Barrett
- Center for Substance Abuse Research, Lewis Katz School of Medicine, Temple University, Philadelphia, PA 19140, USA
| | - Andréia C K Fontana
- Department of Pharmacology and Physiology, Drexel University College of Medicine, Philadelphia, PA 19102, USA.
| |
Collapse
|
16
|
Strigo IA, Murphy E, Mitchell JM, Spadoni AD. Learning from addiction: Craving of prescription opioids in chronic pain sufferers. Neurosci Biobehav Rev 2022; 142:104904. [PMID: 36202255 PMCID: PMC10917419 DOI: 10.1016/j.neubiorev.2022.104904] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2022] [Revised: 09/30/2022] [Accepted: 10/01/2022] [Indexed: 01/19/2023]
Abstract
Prescription opioids are a primary driver of opioid-related deaths. Although craving is a substantial component of OUD, the degree to which craving leads to misuse among chronic pain patients on long-term prescription opioids is unknown. A clear understanding of the factors that lead to misuse in this vulnerable population is needed for the development of safe and effective practices for opioid taper. This narrative review summarizes the relevant literature on the role of craving in addiction and chronic pain through epidemiological and behavioral studies. The first part of this review examines the role of craving in predicting opioid use/misuse in individuals with chronic pain with and without OUD. The second part covers methods on how craving is evaluated experimentally using both subjective and objective measures and provides related findings. The overall goal of this review is to facilitate the development of a population-specific description of craving in those who use opioids to control chronic pain and to describe how it may be mechanistically linked to patterns of opioid (mis)use.
Collapse
Affiliation(s)
- Irina A Strigo
- Emotion and Pain Laboratory, San Francisco Veterans Affairs Healthcare Center, 4150 Clement Street, San Francisco, CA 94121, USA; Department of Psychiatry, University of California San Francisco, 401 Parnassus Ave, San Francisco, CA 94143, USA.
| | - Emily Murphy
- Emotion and Pain Laboratory, San Francisco Veterans Affairs Healthcare Center, 4150 Clement Street, San Francisco, CA 94121, USA
| | - Jennifer M Mitchell
- Department of Psychiatry, University of California San Francisco, 401 Parnassus Ave, San Francisco, CA 94143, USA; Department of Neurology, University of California San Francisco, 401 Parnassus Ave, San Francisco, CA 94143, USA
| | - Andrea D Spadoni
- San Diego Veterans Affairs Healthcare Center, 3350 La Jolla Village Drive, San Diego, CA 92121, USA; Department of Psychiatry, University of California San Diego, San Diego, CA 92300, USA
| |
Collapse
|
17
|
Earnest JD, Hatch MR, Hurlocker MC. Quality of Life and Opioid Use Motives: Direct and Indirect Associations with Risky Opioid Use in a Community Sample of Adults. Subst Use Misuse 2022; 57:2117-2125. [PMID: 36308739 PMCID: PMC10238058 DOI: 10.1080/10826084.2022.2136497] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/31/2022]
Abstract
Purpose: The opioid epidemic in the United States has resulted in mass mortality and economic costs exceeding $1 trillion. Poor health-related quality of life is evident among individuals entering treatment for opioid use disorder (OUD). Yet, little research has examined the influence of quality of life on risky opioid use among non-treatment-seeking adults. To help inform OUD prevention efforts, this study examined the association among quality of life domains, opioid use motives, and risky opioid behaviors in a community sample of opioid users. Methods: Participants (N = 278) were adults who endorsed past month opioid use and were not currently in treatment for OUD. Participants responded to questions regarding their opioid use and misuse, opioid use motives, opioid use consequences, and quality of life. Results: The physical health domain of quality of life was associated with risky opioid use. Specifically, poorer physical health predicted risky opioid use and this relationship was partially explained by more social and pain motives to use opioids. Surprisingly, no other quality of life domains predicted risky opioid use. Conclusion: This study represents a meaningful first step in identifying optimal targets for OUD prevention efforts with community samples. Our findings suggest that physical health is an important quality of life indicator to prevent opioid-related harm and development of OUD.
Collapse
Affiliation(s)
| | - Melissa R. Hatch
- Department of Psychology, University of New Mexico, Albuquerque, New Mexico, USA
| | - Margo C. Hurlocker
- Department of Psychology, University of New Mexico, Albuquerque, New Mexico, USA
| |
Collapse
|
18
|
Toor T, Murphy E, Simmons AN, Palyo S, Librodo SC, Strigo IA. Craving of prescription opioids among veterans with chronic pain. Pain 2022; 163:2021-2030. [PMID: 35297818 PMCID: PMC9329486 DOI: 10.1097/j.pain.0000000000002598] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2021] [Accepted: 01/20/2022] [Indexed: 02/04/2023]
Abstract
ABSTRACT The United States faces a crisis because of the high prevalence of chronic pain, concurrent opioid use disorder, and overdose deaths. Prescription opioids remain a primary driver of opioid-related deaths. Craving is a core symptom of addiction, yet the degree to which craving plays a role in prescription opioid use among patients with chronic pain is unknown. Understanding the degree to which craving should be considered in patients with chronic pain is critical for developing effective interventions for supporting patients through opioid tapering. The current work combines data collected from (1) 2152 veterans screened for eligibility at a pain specialty care clinic at the San Francisco VA Health Care System and (2) medical records obtained from the VA Corporate Data Warehouse. We found that prescription opioid craving among veterans with chronic pain was low, with 66.4% of the sample reporting no craving and 33.6% reporting craving. We also found that craving had a small association with morphine equivalent daily dose and pain severity but was more strongly associated with depression. Craving of prescription opioids among veterans with chronic pain is complex. Findings are discussed in relation to chronic pain symptoms, psychiatric comorbidities, and demographics.
Collapse
Affiliation(s)
- Tiffany Toor
- Department of Veterans Affairs (VA) San Francisco Healthcare System, San Francisco, CA
| | - Emily Murphy
- Department of Veterans Affairs (VA) San Francisco Healthcare System, San Francisco, CA
| | - Alan N. Simmons
- Department of Veterans Affairs (VA) San Diego Healthcare System, San Diego, CA
- University of California, San Diego, CA
| | - Sarah Palyo
- Department of Veterans Affairs (VA) San Francisco Healthcare System, San Francisco, CA
- University of California, San Francisco, CA
| | - Sara C. Librodo
- Department of Veterans Affairs (VA) San Francisco Healthcare System, San Francisco, CA
- University of California, San Francisco, CA
| | - Irina A. Strigo
- Department of Veterans Affairs (VA) San Francisco Healthcare System, San Francisco, CA
- University of California, San Francisco, CA
| |
Collapse
|
19
|
Parisi A, Roberts RL, Hanley AW, Garland EL. Mindfulness-Oriented Recovery Enhancement for Addictive Behavior, Psychiatric Distress, and Chronic Pain: A Multilevel Meta-Analysis of Randomized Controlled Trials. Mindfulness (N Y) 2022; 13:2396-2412. [PMID: 36124231 PMCID: PMC9476401 DOI: 10.1007/s12671-022-01964-x] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 08/12/2022] [Indexed: 10/31/2022]
Abstract
Objectives Mindfulness-Oriented Recovery Enhancement (MORE) is an integrative intervention designed to ameliorate addiction, chronic pain, and psychiatric symptoms. Although multiple randomized controlled trials (RCTs) have examined the clinical efficacy of MORE, no study has quantitatively synthesized this body of research. Thus, we conducted a meta-analysis of RCTs examining the effects of MORE on addictive behaviors, craving, opioid dose, pain, and psychiatric symptoms. Methods Relevant manuscripts were identified through comprehensive searches of four bibliographic databases. Two- and three-level random-effects models were used to generate synthesized effect size estimates, and meta-regressions were performed to examine whether study and sample characteristics influenced the magnitude of aggregate effect sizes. Results Our search identified 16 manuscripts reporting data from eight RCTs (N = 816). Moderate to small effects in favor of MORE were observed for addictive behaviors (SMC = - .54, p = .007), craving (SMC = - .42, p = .010), opioid dose (MC = - 17.95, p < .001), chronic pain (SMC = - .60, p < .001), and psychiatric symptoms (SMC = - .34, p < .001). MORE's effects on psychiatric symptoms and craving were not moderated by participant race, gender, age, or income. Conclusions Study findings provide empirical evidence of MORE's efficacy for a wide diversity of individuals, and as such, MORE should now be disseminated broadly throughout the healthcare system. Meta-analysis Pre-registration PROSPERO #CRD42022319006 Supplementary Information The online version contains supplementary material available at 10.1007/s12671-022-01964-x.
Collapse
Affiliation(s)
- Anna Parisi
- Center On Mindfulness and Integrative Health Intervention Development, University of Utah, 395 South, 1500 East, Salt Lake City, UT 84112 USA
| | - R. Lynae Roberts
- Center On Mindfulness and Integrative Health Intervention Development, University of Utah, 395 South, 1500 East, Salt Lake City, UT 84112 USA
| | - Adam W. Hanley
- Center On Mindfulness and Integrative Health Intervention Development, University of Utah, 395 South, 1500 East, Salt Lake City, UT 84112 USA
| | - Eric L. Garland
- Center On Mindfulness and Integrative Health Intervention Development, University of Utah, 395 South, 1500 East, Salt Lake City, UT 84112 USA
- Veterans Health Care Administration VISN 19 Whole Health Flagship Site Located at the VA Salt Lake City Health Care System, Salt Lake City, UT USA
| |
Collapse
|
20
|
Champagne K, Date P, Forero JP, Arany J, Gritsenko K. Patients on Buprenorphine Formulations Undergoing Surgery. Curr Pain Headache Rep 2022; 26:459-468. [PMID: 35460492 DOI: 10.1007/s11916-022-01046-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/21/2022] [Indexed: 11/26/2022]
Abstract
PURPOSE OF REVIEW To review the pharmacology of buprenorphine, the evolution of buprenorphine dosing recommendations, and the current literature regarding its recommendations for the perioperative period. RECENT FINDINGS There is a consensus that for all surgeries, buprenorphine should be continued throughout the perioperative period. If the surgery is a minimal to mild pain surgery, no dose adjustment is needed. There is no clear consensus regarding moderate to severe pain. With all surgeries, multimodal analgesia should be utilized, with regional anesthesia when possible. Patients taking buprenorphine should continue their buprenorphine perioperatively; whether to decrease or maintain dosing is up for debate. Multimodal analgesia should also be used throughout the perioperative period, and communication between the patient and all provider teams is of the utmost importance to provide adequate analgesia during the perioperative period, as well as to arrange safe analgesia upon discharge.
Collapse
Affiliation(s)
- Katelynn Champagne
- Department of Anesthesiology, Montefiore Medical Center, 111 East 210th St, Bronx, NY, 10467, USA
| | - Preshita Date
- Department of Anesthesiology, Montefiore Medical Center, 111 East 210th St, Bronx, NY, 10467, USA
| | - Juan Pablo Forero
- Albert Einstein College of Medicine, 1300 Morris Park Ave, Bronx, NY, 10461, USA
| | - Joshua Arany
- Townsend Harris High School, 149-11 Melbourne Ave, Flushing, NY, 11367, USA
| | - Karina Gritsenko
- Department of Anesthesiology, Montefiore Medical Center, 111 East 210th St, Bronx, NY, 10467, USA.
- Albert Einstein College of Medicine, 1300 Morris Park Ave, Bronx, NY, 10461, USA.
| |
Collapse
|
21
|
Parisi A, Landicho HL, Hudak J, Leknes S, Froeliger B, Garland EL. Emotional distress and pain catastrophizing predict cue-elicited opioid craving among chronic pain patients on long-term opioid therapy. Drug Alcohol Depend 2022; 233:109361. [PMID: 35278786 PMCID: PMC9466292 DOI: 10.1016/j.drugalcdep.2022.109361] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Revised: 02/08/2022] [Accepted: 02/14/2022] [Indexed: 11/03/2022]
Abstract
BACKGROUND Individuals who use illicit substances exhibit cue-elicited craving and autonomic cue-reactivity when exposed to cues associated with past drug use. However, little is known about this phenomenon among chronic pain patients on long-term opioid therapy (LTOT). Negative cognitive-emotional reactivity in general (e.g., distress) and cognitive-emotional reactivity specific to pain (e.g., pain catastrophizing) might drive cue-reactivity independent of pain severity. Here we examined emotional distress and pain catastrophizing as predictors of cue-reactivity among a sample of chronic pain patients receiving LTOT. We also tested whether associations between distress, catastrophizing, and cue-reactivity differed as a function of opioid misuse status. MATERIALS AND METHODS Patients receiving LTOT (N = 243) were classified as exhibiting aberrant behavior consistent with opioid misuse (MISUSE+, n = 145) or as using opioids as prescribed (MISUSE-, n = 97). Participants completed assessments of pain catastrophizing and emotional distress and then participated in an opioid cue-reactivity task one week later. Cue-elicited opioid craving and autonomic cue-reactivity were measured with craving ratings and high-frequency heart rate variability (HRV), respectively. RESULTS Distress and catastrophizing predicted cue-elicited craving and HRV, whereas pain severity did not. Misuser status moderated the relationship between emotional distress and self-reported craving, such that higher levels of distress predicted craving among the MISUSE+ group, but not among the MISUSE- group. No moderating effects were found for catastrophizing. CONCLUSIONS Findings suggest that although opioids are prescribed for analgesia, the exacerbating influence of negative cognitive-emotional reactivity, both in general and specific to pain, on cue-elicited opioid craving extends beyond the effects of pain severity alone.
Collapse
Affiliation(s)
- Anna Parisi
- Center on Mindfulness and Integrative Health Intervention Development, University of Utah, USA; College of Social Work, University of Utah, USA
| | - Hannah Louise Landicho
- Center on Mindfulness and Integrative Health Intervention Development, University of Utah, USA; College of Social Work, University of Utah, USA
| | - Justin Hudak
- Center on Mindfulness and Integrative Health Intervention Development, University of Utah, USA; College of Social Work, University of Utah, USA
| | - Siri Leknes
- Department of Psychology, University of Oslo, USA
| | - Brett Froeliger
- Department of Psychiatry; Department of Psychological Sciences, University of Missouri, USA
| | - Eric L. Garland
- Center on Mindfulness and Integrative Health Intervention Development, University of Utah, USA; College of Social Work, University of Utah, USA
| |
Collapse
|
22
|
Pandey M, Marwah R, McLean M, Paluck E, Oliver AM, Maierhoffer S, Rude D, Oakes L. Patient perspectives from the multi-disciplinary chronic pain clinic: a qualitative study. Pain Manag 2021; 12:383-396. [PMID: 34809470 DOI: 10.2217/pmt-2021-0072] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Aim: The chronic pain clinic (CPC) is a multi-disciplinary program that incorporates pharmacological and non-pharmacological methods, including First Nations healing strategies, to manage pain, improve functioning and reduce opioid misuse among patients with chronic pain in Regina, Canada. Materials & methods: The care experiences of ten current clients were explored using a narrative interview approach. Results: The CPC provides high-quality and safe care for effective chronic pain management. Clients noted pain reduction and improvements in sleep, mobility, functionality, and mood. First Nation clients emphasized the importance of traditional healing strategies. Conclusion: This unique comprehensive multi-modal approach which incorporates First Nations healing strategies is effective in supporting the unique needs of local clients.
Collapse
Affiliation(s)
- Mamata Pandey
- Research Department, Saskatchewan Health Authority, Regina, Saskatchewan, S4S 0A5, Canada
| | - Radhika Marwah
- Research Department, Saskatchewan Health Authority, Regina, Saskatchewan, S4S 0A5, Canada.,Department of Academic Family Medicine, College of Medicine, University of Saskatchewan, Regina, SK, S4P 2S5, Canada
| | - Maeve McLean
- Research Department, Saskatchewan Health Authority, Regina, Saskatchewan, S4S 0A5, Canada
| | - Elan Paluck
- Research Department, Saskatchewan Health Authority, Regina, Saskatchewan, S4S 0A5, Canada
| | - Amanda M Oliver
- Research Department, Saskatchewan Health Authority, Regina, Saskatchewan, S4S 0A5, Canada
| | - Shelly Maierhoffer
- Research Department, Saskatchewan Health Authority, Regina, Saskatchewan, S4S 0A5, Canada
| | - Darlene Rude
- Former: Eagle Moon Health Office of the Regina Qu'Appelle Health Region; from 2019: Grey Wolf Lodge of First Nations Métis Relations, Saskatchewan Health Authority, Regina, SK, S4R 1X3, Canada
| | - Larry Oakes
- Former: Eagle Moon Health Office of the Regina Qu'Appelle Health Region; from 2019: Grey Wolf Lodge of First Nations Métis Relations, Saskatchewan Health Authority, Regina, SK, S4R 1X3, Canada
| |
Collapse
|
23
|
Fox LM, Shastry S, Harper-Brooks A, Ramdin C, Manini AF. Pilot survey of prescription opioid use patterns and engagement with harm-reduction strategies in emergency department patients. EXPLORATORY RESEARCH IN CLINICAL AND SOCIAL PHARMACY 2021; 3:100062. [PMID: 35480608 PMCID: PMC9031431 DOI: 10.1016/j.rcsop.2021.100062] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2021] [Revised: 08/12/2021] [Accepted: 08/13/2021] [Indexed: 11/15/2022] Open
Abstract
Background The United States is experiencing an opioid epidemic. The aim of this pilot study was to describe patterns of prescription opioid medication (POM) use, examine factors associated with opioid misuse and overdose, and assess knowledge of take-home naloxone, and other harm-reduction strategies as well as participation in medications for opioid use disorder (MOUD) among emergency department (ED) patients that have been prescribed opioid medications. Methods This was a pilot survey of a convenience sample of adult ED patients with a past opioid prescription at one urban tertiary care hospital. The survey asked participants about patterns of opioid consumption, risk factors associated with opioid misuse, and knowledge of harm-reduction strategies. The survey tool consisted of mixed open- and closed-ended questions. Reported daily POM consumption was converted to milligram morphine equivalents (MME). Responses to survey questions were compared with daily MME in order to generate hypotheses for future research. Results 50 individuals completed a survey. Of these, 56% reported taking opioids daily, and 24% reported greater than 100 MME daily opioid consumption. Many subjects reported history of psychiatric illness (34%) and previous substance abuse treatment (24%). The majority of patients (66%) were not aware of take-home naloxone programs to treat opioid overdose. Conclusions In this pilot survey of ED patients with a pain-related chief complaint, many respondents reported risk factors for opioid misuse, and the majority of participants were unaware of the existence of important harm-reduction strategies, such as take-home naloxone programs, even among those with the highest daily POM use.
Collapse
Affiliation(s)
- Lindsay M. Fox
- Rutgers New Jersey Medical School, Department of Emergency Medicine, 185 South Orange Ave, MSB E 609, Newark, NJ 07103, United States of America
| | - Siri Shastry
- Department of Emergency Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, United States of America
- Corresponding author at: 555 West 57th, 5th Floor, New York, NY 10019, United States of America.
| | - Avis Harper-Brooks
- Department of Emergency Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, United States of America
| | - Christine Ramdin
- Rutgers New Jersey Medical School, Department of Emergency Medicine, 185 South Orange Ave, MSB E 609, Newark, NJ 07103, United States of America
| | - Alex F. Manini
- Department of Emergency Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, United States of America
- Division of Medical Toxicology, Elmhurst Hospital Center, New York, NY, United States of America
| |
Collapse
|
24
|
Beneficial Effects of Opioid Rotation to Buprenorphine/Naloxone on Opioid Misuse, Craving, Mental Health, and Pain Control in Chronic Non-Cancer Pain Patients with Opioid Use Disorder. J Clin Med 2021; 10:jcm10163727. [PMID: 34442024 PMCID: PMC8396821 DOI: 10.3390/jcm10163727] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2021] [Revised: 08/17/2021] [Accepted: 08/18/2021] [Indexed: 12/12/2022] Open
Abstract
Patients with chronic non-cancer pain (CNCP) often use opioids for long periods of time. This may lead to opioid use disorder (OUD) and psychiatric symptoms: mainly depression and anxiety. The current study investigated the effect of buprenorphine/naloxone (BuNa) rotation on opioid misuse, craving, psychiatric symptoms and pain in patients with CNCP and OUD. Forty-three participants with CNCP and OUD were converted from a full mu-receptor agonist opioid (mean morphine equivalent dose: 328.3 mg) to BuNa, in an inpatient setting. Opioid misuse, craving, co-occurring psychiatric symptoms, and pain perception were determined at baseline and after a two-month follow-up, using the following self-report questionnaires: Current Opioid Misuse Measurement (COMM), Visual Analog Scale (VAS-craving and VAS-pain) and Depression, Anxiety and Stress Scale (DASS), respectively. VAS-craving and VAS-pain were also determined immediately after conversion. A total of 37 participants completed the protocol. The mean COMM decreased from 17.1 to 6.7 (F = 36.5; p < 0.000), the mean VAS-craving decreased from 39.3 to 5.3 (−86.6%; F = 26.5, p < 0.000), the mean DASS decreased from 12.1 to 6.6 (F = 56.3, p < 0.000), and the mean VAS-pain decreased from 51.3 to 37.2 (−27.4%, F = 3.3; p = 0.043). Rotation to BuNa in patients with CNCP and OUD was accompanied by reductions in (i) opioid misuse, (ii) opioid craving, (iii) the severity of co-occurring psychiatric symptoms, and (iv) self-reported pain. BuNa as opioid agonist treatment may therefore be a beneficial strategy in CNCP patients with OUD. The limited sample size and the observational nature of this study underline the need for the replication of the current findings in large-scale, controlled studies.
Collapse
|
25
|
Voon P, Choi JC, Hayashi K, Milloy MJ, Buxton J, Kerr T. The effect of depressive symptoms on pain in a substance-using population with persistent pain: a cross-sectional cohort study. BMC Psychiatry 2021; 21:416. [PMID: 34416868 PMCID: PMC8379773 DOI: 10.1186/s12888-021-03424-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/12/2021] [Accepted: 07/31/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND In light of the ongoing opioid overdose crisis, there is an urgent need for research on the impacts of mental health among people presenting with concurrent pain and substance use. This study examined the effect of depressive symptoms on pain severity and functional interference among people who use drugs (PWUD) during a community-wide overdose crisis. METHODS From December 1st 2016 to December 31st 2018, 288 participants in two cohort studies of PWUD in Vancouver, Canada completed interviewer-administered questionnaires that included the Brief Pain Inventory and PROMIS Emotional Distress-Depression instruments. Generalized linear regression modelling (GLM) was used to examine the cross-sectional effect of depressive symptoms and other confounding factors on pain severity and interference. RESULTS Moderate to severe depressive symptoms were significantly associated with greater pain-related functional interference (adjusted β = 1.24, 95% confidence interval [CI] = 0.33-2.15), but not significantly associated with greater average pain severity (adjusted β = 0.22, 95% CI = - 0.3 - 0.82), when controlling for confounding variables. Reported daily heroin use (adjusted β = 1.26, 95% CI = 0.47-2.05) and non-fatal overdose (adjusted β = 1.02, 95% CI = 0.08-1.96) were also significantly associated with greater pain-related functional interference. CONCLUSIONS In a substance-using population, greater pain-related functional interference was positively associated with depressive symptoms as well as overdose and daily heroin use. These findings emphasize the need to address the functional impact of pain, mental health comorbidity, and high-risk substance use that may contribute to overdose and other harms.
Collapse
Affiliation(s)
- Pauline Voon
- British Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver, BC, V6Z 2A9, Canada. .,School of Population and Public Health, University of British Columbia, 5804 Fairview Avenue, Vancouver, BC, V6T 1Z3, Canada.
| | - Jin Cheol Choi
- grid.511486.f0000 0004 8021 645XBritish Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver, BC V6Z 2A9 Canada
| | - Kanna Hayashi
- grid.511486.f0000 0004 8021 645XBritish Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver, BC V6Z 2A9 Canada ,grid.61971.380000 0004 1936 7494Faculty of Health Sciences, Simon Fraser University, 8888 University Drive, Burnaby, BC V5A 1S6 Canada
| | - M-J Milloy
- grid.511486.f0000 0004 8021 645XBritish Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver, BC V6Z 2A9 Canada ,grid.17091.3e0000 0001 2288 9830Department of Medicine, University of British Columbia, 400-1045 Howe Street, Vancouver, BC V6Z 2A9 Canada
| | - Jane Buxton
- grid.511486.f0000 0004 8021 645XBritish Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver, BC V6Z 2A9 Canada ,grid.17091.3e0000 0001 2288 9830School of Population and Public Health, University of British Columbia, 5804 Fairview Avenue, Vancouver, BC V6T 1Z3 Canada
| | - Thomas Kerr
- grid.511486.f0000 0004 8021 645XBritish Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver, BC V6Z 2A9 Canada ,grid.17091.3e0000 0001 2288 9830Department of Medicine, University of British Columbia, 400-1045 Howe Street, Vancouver, BC V6Z 2A9 Canada
| |
Collapse
|
26
|
Lavoie-Gagne O, Nwachukwu BU, Allen AA, Leroux T, Lu Y, Forsythe B. Factors Predictive of Prolonged Postoperative Narcotic Usage Following Orthopaedic Surgery. JBJS Rev 2021; 8:e0154. [PMID: 33006460 DOI: 10.2106/jbjs.rvw.19.00154] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
BACKGROUND The purpose of this comprehensive review was to investigate risk factors associated with prolonged opioid use after orthopaedic procedures. A comprehensive review of the opioid literature may help to better guide preoperative management of expectations as well as opioid-prescribing practices. METHODS A systematic review of all studies pertaining to opioid use in relation to orthopaedic procedures was conducted using the MEDLINE, Embase, and CINAHL databases. Data from studies reporting on postoperative opioid use at various time points were collected. Opioid use and risk of prolonged opioid use were subcategorized by subspecialty, and aggregate data for each category were calculated. RESULTS There were a total of 1,445 eligible studies, of which 45 met inclusion criteria. Subspecialties included joint arthroplasty, spine, trauma, sports, and hand surgery. A total of 458,993 patients were included, including 353,330 (77%) prolonged postoperative opioid users and 105,663 (23%) non-opioid users. Factors associated with prolonged postoperative opioid use among all evaluated studies included body mass index (BMI) of ≥40 kg/m (relative risk [RR], 1.06 to 2.32), prior substance abuse (RR, 1.08 to 3.59), prior use of other medications (RR, 1.01 to 1.46), psychiatric comorbidities (RR, 1.08 to 1.54), and chronic pain conditions including chronic back pain (RR, 1.01 to 10.90), fibromyalgia (RR, 1.01 to 2.30), and migraines (RR, 1.01 to 5.11). Age cohorts associated with a decreased risk of prolonged postoperative opioid use were those ≥31 years of age for hand procedures (RR, 0.47 to 0.94), ≥50 years of age for total hip arthroplasty (RR, 0.70 to 0.80), and ≥70 years of age for total knee arthroplasty (RR, 0.40 to 0.80). Age cohorts associated with an increased risk of prolonged postoperative opioid use were those ≥50 years of age for sports procedures (RR, 1.11 to 2.57) or total shoulder arthroplasty (RR, 1.26 to 1.40) and those ≥70 years of age for spine procedures (RR, 1.61). Identified risk factors for postoperative use were similar across subspecialties. CONCLUSIONS We provide a comprehensive review of the various preoperative and postoperative risk factors associated with prolonged opioid use after elective and nonelective orthopaedic procedures. Increased BMI, prior substance abuse, psychiatric comorbidities, and chronic pain conditions were most commonly associated with prolonged postoperative opioid use. Careful consideration of elective surgical intervention for painful conditions and perioperative identification of risk factors within each patient's biopsychosocial context will be essential for future modulation of physician opioid-prescribing patterns. LEVEL OF EVIDENCE Prognostic Level IV. See Instructions for Authors for a complete description of levels of evidence.
Collapse
Affiliation(s)
- Ophelie Lavoie-Gagne
- 1Midwest Orthopaedics at Rush, Rush University, Chicago, Illinois 2HSS Sports Medicine Institute West Side, Hospital for Special Surgery, New York, NY 3Department of Orthopaedic Surgery, University of Toronto, Toronto, Ontario, Canada
| | | | | | | | | | | |
Collapse
|
27
|
Brown LA, Denis CM, Leon A, Blank MB, Douglas SD, Morales KH, Crits-Christoph PF, Metzger DS, Evans DL. Number of opioid overdoses and depression as a predictor of suicidal thoughts. Drug Alcohol Depend 2021; 224:108728. [PMID: 33971515 PMCID: PMC8491541 DOI: 10.1016/j.drugalcdep.2021.108728] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/20/2021] [Revised: 03/16/2021] [Accepted: 03/17/2021] [Indexed: 10/21/2022]
Abstract
BACKGROUND Opioid use disorders are associated with increased risk of suicide thoughts, attempts, and death. We explored key variables from two theories of the development of suicidal thoughts and attempts (the interpersonal and three-step theories of suicide) to understand possible mechanisms underlying the association between opioid use and suicide risk. We hypothesized that interpersonal connections, variables reflecting psychological and physical pain, and variables that reduce fear of death (prior overdoses and risk-taking behaviors) would be associated with increased risk of thoughts of suicide. METHODS Participants (N = 141) were opioid users recruited from an epicenter of the opioid crisis in Philadelphia using a mobile research center and completed an interview to assess substance use, depression, medical comorbidities, and suicidal thoughts among other variables. RESULTS Univariate analyses showed that prior history of overdose, diagnosis of depression, older age, homelessness, and interpersonal connection were each associated with increased likelihood of endorsing thoughts of death/suicide. Multivariable analyses revealed prior history of overdose and depression were the variables most strongly associated with risk for thoughts of suicide. CONCLUSIONS Consistent with two theories of the development of suicidal thoughts and attempts, exposure to variables that reduce fear of death (e.g., overdoses) were associated with suicidal thoughts. In contrast, other risk-taking behaviors, medical comorbidities, and substance use were not key predictors of suicidal thoughts in this sample. Implications for targeted risk assessment among clinicians are discussed.
Collapse
Affiliation(s)
- Lily A Brown
- University of Pennsylvania, Department of Psychiatry, 3535 Market Street, Philadelphia, PA, 19104, USA.
| | - Cecile M Denis
- University of Pennsylvania, Department of Psychiatry, 3535 Market Street, Philadelphia, PA, 19104, USA.
| | - Anthony Leon
- University of Pennsylvania, Department of Psychiatry, 3535 Market Street, Philadelphia, PA, 19104, USA.
| | - Michael B Blank
- University of Pennsylvania, Department of Psychiatry, 3535 Market Street, Philadelphia, PA, 19104, USA.
| | - Steven D Douglas
- Children's Hospital of Philadelphia, 3401 Civic Center Blvd., Philadelphia, PA, 19104, USA; University of Pennsylvania, Department of Pediatrics, 3401 Civic Center Blvd., Philadelphia, PA, 19104, USA.
| | - Knashawn H Morales
- University of Pennsylvania, Department of Biostatistics, Epidemiology and Informatics, 423 Guardian Dr, Philadelphia, PA, 19104, USA.
| | - Paul F Crits-Christoph
- University of Pennsylvania, Department of Psychiatry, 3535 Market Street, Philadelphia, PA, 19104, USA.
| | - David S Metzger
- University of Pennsylvania, Department of Psychiatry, 3535 Market Street, Philadelphia, PA, 19104, USA.
| | - Dwight L Evans
- University of Pennsylvania, Department of Psychiatry, 3535 Market Street, Philadelphia, PA, 19104, USA
| |
Collapse
|
28
|
Majer JM, Bobak TJ, Jason LA. Psychiatric severity and stress among recovery home residents utilizing medication assisted treatment: a moderated mediation analysis of homophily. ADVANCES IN DUAL DIAGNOSIS 2021. [DOI: 10.1108/add-07-2020-0011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Purpose
The purpose of this study is to examine the relationship between psychiatric severity and stress among persons utilizing medication assisted treatment (MAT), and there is a need to identify resources that promote resilience against these risk factors. Although recovery homes might complement pharmacological interventions for persons using MAT, a lack of homophily (e.g. similar experiences) among residents could produce stress and increase psychiatric severity. The purpose of this paper is to examine stress and psychiatric severity in relation to recovery outcomes, and whether homophily moderated these relationships.
Design/methodology/approach
A cross-sectional analysis was conducted among recovery home residents who were recruited from the USA, including those using (n = 40) and not using (n = 132) MAT. Participants’ levels of psychiatric severity, stress, abstinence self-efficacy and quality of life were assessed in addition to whether residents using MAT were living with at least one other resident who used MAT. Moderated mediation analyses were conducted to examine whether homophily among residents using MAT would moderate the mediating effects of stress on the relationships between psychiatric severity and recovery outcomes (abstinence-self efficacy, quality of life).
Findings
Mediating effects were observed but they were significant only through homophily. Although stress increased the negative effects of psychiatric severity among residents using MAT, significantly lesser effects were observed among those living with residents using MAT.
Practical implications
Although psychiatric (problem) severity and stress threaten recovery for persons with substance use disorders, little is known how they impact recovery among those living in community-based settings such as recovery homes. In addition, there is a need to identify community resources that would complement MAT protocols, as patients who use MAT face unique stressors related to their sense of shared interests and experiences (i.e. homophily) when developing social bonds with others in recovery.
Social implications
This study suggests the social networks within recovery homes reduce the effects of psychiatric severity and stress, and that these effects are lessened for residents who use MAT when they live with others who also use MAT.
Originality/value
Little is known about recovery home residents who use MAT and have high psychiatric severity. Findings suggest homophily among persons using MAT living in recovery homes who have high psychiatric severity can promote resilience.
Collapse
|
29
|
Esteve R, Marcos E, Reyes-Pérez Á, López-Martínez AE, Ramírez-Maestre C. Pain Acceptance Creates an Emotional Context That Protects against the Misuse of Prescription Opioids: A Study in a Sample of Patients with Chronic Noncancer Pain. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:3054. [PMID: 33809628 PMCID: PMC8002364 DOI: 10.3390/ijerph18063054] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/10/2021] [Revised: 03/12/2021] [Accepted: 03/14/2021] [Indexed: 02/05/2023]
Abstract
There is solid evidence of an association between several psychological flexibility processes, particularly pain acceptance, and adaptation to chronic pain. However, there are relatively few studies on the relationship between pain acceptance and opioid misuse in chronic pain patients. Thus, the aim of the present study was to test a hypothetical model in which pain acceptance would regulate pain sensations and pain-related thoughts and emotions, which would be related to opioid misuse. The sample comprised 140 chronic pain patients attending two hospitals. All patients were receiving pharmacological treatment, including opioid analgesics. Structural equation modelling analyses showed a significant association between higher pain acceptance and lower pain intensity and catastrophizing, and lower levels of anxiety and depression. Only higher anxiety and depression were significantly associated with increased opioid misuse. The results suggest that levels of anxiety, depression, and pain acceptance must be assessed before opioids are prescribed. Pain acceptance implies a relationship with internal events that protects against anxiety and depression and thus against opioid misuse. Acceptance and Commitment Therapy appears to be particularly appropriate for these patients.
Collapse
Affiliation(s)
| | | | | | | | - Carmen Ramírez-Maestre
- Facultad de Psicología y Logopedia, Andalucía Tech, Instituto de Investigación Biomédica de Málaga, Universidad de Málaga, 29071 Málaga, Spain; (R.E.); (E.M.); (Á.R.-P.); (A.E.L.-M.)
| |
Collapse
|
30
|
Guan SY, Zhang K, Wang XS, Yang L, Feng B, Tian DD, Gao MR, Liu SB, Liu A, Zhao MG. Anxiolytic effects of polydatin through the blockade of neuroinflammation in a chronic pain mouse model. Mol Pain 2021; 16:1744806919900717. [PMID: 31964240 PMCID: PMC6977205 DOI: 10.1177/1744806919900717] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023] Open
Abstract
Background Chronic pain is frequently comorbid with anxiety disorder, thereby
complicating its treatment. Polydatin, a component from the root of
Polygonum cuspidatum, has shown neuroprotection in the
central nervous system. However, its effects on pain and anxiety processing
have been rarely investigated. In this study, mice were injected with
complete Freund’s adjuvant (CFA) at the hindpaw to induce pain- and
anxiety-like behaviors. Results Treatment with polydatin (25 mg/kg) alleviated the anxiety-like behaviors but
not pain perception in these mice. Polydatin treatment reversed the
upregulation of N-methyl-D-aspartic acid receptors and
GluA1-containing α-amino-3-hydroxy-5-methyl-4-isoxazole-propionic acid
receptors in the amygdala of CFA-injected mice. Additionally, this treatment
reduced the levels of proinflammatory cytokines, namely, tumor necrosis
factor-alpha and interleukin-1β, in the amygdala. Furthermore, activated
nuclear factor kappa-B signaling was blocked in the amygdala from
CFA-injected mice. By using docking technology, we found potential
structural binding between polydatin and IκB kinase beta. Conclusion This study indicates the anxiolytic effects of polydatin by suppressing
inflammatory cytokines in the amygdala.
Collapse
Affiliation(s)
- Shao-Yu Guan
- Department of Pharmacy, Precision Pharmacy and Drug Development Center, Tangdu Hospital, Fourth Military Medical University, Xi'an, China
| | - Kun Zhang
- Department of Pharmacy, Precision Pharmacy and Drug Development Center, Tangdu Hospital, Fourth Military Medical University, Xi'an, China
| | - Xin-Shang Wang
- Key Laboratory of Gastrointestinal Pharmacology of Chinese Materia Medica of the State Administration of Traditional Chinese Medicine, Department of Pharmacology, School of Pharmacy, Fourth Military Medical University, Xi'an, China
| | - Le Yang
- Department of Pharmacy, Precision Pharmacy and Drug Development Center, Tangdu Hospital, Fourth Military Medical University, Xi'an, China
| | - Bin Feng
- Department of Pharmacy, School of Stomatology, Fourth Military Medical University, Xi'an, China
| | - Dan-Dan Tian
- Department of Acupuncture-Moxibustion-Massage, Shaanxi University of Chinese Medicine, Xianyang, China
| | - Mei-Rong Gao
- Department of Acupuncture-Moxibustion-Massage, Shaanxi University of Chinese Medicine, Xianyang, China
| | - Shui-Bing Liu
- Key Laboratory of Gastrointestinal Pharmacology of Chinese Materia Medica of the State Administration of Traditional Chinese Medicine, Department of Pharmacology, School of Pharmacy, Fourth Military Medical University, Xi'an, China
| | - An Liu
- Department of Pharmacy, Precision Pharmacy and Drug Development Center, Tangdu Hospital, Fourth Military Medical University, Xi'an, China
| | - Ming-Gao Zhao
- Department of Pharmacy, Precision Pharmacy and Drug Development Center, Tangdu Hospital, Fourth Military Medical University, Xi'an, China
| |
Collapse
|
31
|
Yager J. Can Trans-Syndromal Prototypes ("Types") Improve Depiction of Complex Psychiatric Cases?: An Alternative Way to Consider Concordant Comorbid Psychiatric Disorders and Their Contexts as Coherent Units for Research, Assessment, and Treatment Planning. J Nerv Ment Dis 2021; 209:1-8. [PMID: 33141784 DOI: 10.1097/nmd.0000000000001261] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
BACKGROUND AND AIMS In many psychiatric settings, patients with complex cases are the rule rather than the exception. These cases are characterized by multidiagnostic conditions, often complicated with distressed social contexts, for which few if any evidence-based practice guidelines exist. The aim of this hypothesis-generating article is to consider whether and how these cases might comprise trans-syndromal prototypes ("types"), coherent units that could serve as the basis for further study, assessment, and treatment planning. METHODS For context, psychiatric and medical visit diagnoses and problem lists noted among principle visit diagnoses and "snapshot" portions of electronic medical records were tabulated for 293 psychiatric outpatients seen consecutively during a 1-week period at a university psychiatric clinic. By considering resulting comorbidity patterns in these records from the perspectives of clinicians caring for these patients, several commonly encountered diagnostic-problem sets emerged as candidate types. RESULTS Of 293 patients, only 18% had a single diagnosis, 43% had two, 29% had three, and 7% had four or more noted. Occurring in assorted combinations, specific diagnostic areas noted included depressive disorders (68%, the large majority major depressive disorder recurrent), anxiety disorders (60%, the large majority generalized anxiety disorder, with or without panic disorder and/or social anxiety disorder), posttraumatic stress disorder (22%), attention deficit hyperactivity disorder (ADHD) (17%), alcohol and substance abuse disorders (16%), personality disorders (11%), and bipolar disorders (18%). Several illustrative candidate types emerging from this population are described including major anxious depressive disorder, anxiety disorder secondary to ADHD, complex emotional instability disorder, multi-impulsive eating disorder, substance-dependent impoverished personality disorder, painful mood disorder, and complex personal and cultural trauma disorder. Other potential types are identified as well. CONCLUSIONS AND IMPLICATIONS The types described here are but a small selection, because other settings including community mental health centers, private practices, public and private hospitals, and forensic facilities see a variety of other types as well. The study of types might provide important findings about pathogenesis, course, outcome, and treatment to augment information obtained from examination of individual diagnostic components.
Collapse
Affiliation(s)
- Joel Yager
- Department of Psychiatry, University of Colorado School of Medicine, Aurora, Colorado
| |
Collapse
|
32
|
Stamenkovic DM, Selvaraj S, Venkatraman S, Arshad A, Rancic NK, Dragojevic-Simic VM, Miljkovic MN, Cattano D. Anesthesia for patients with psychiatric illnesses: a narrative review with emphasis on preoperative assessment and postoperative recovery and pain. Minerva Anestesiol 2020; 86:1089-1102. [DOI: 10.23736/s0375-9393.20.14259-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
|
33
|
Craft WH, Tegge AN, Bickel WK. Episodic future thinking reduces chronic pain severity: A proof of concept study. Drug Alcohol Depend 2020; 215:108250. [PMID: 32889451 DOI: 10.1016/j.drugalcdep.2020.108250] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/09/2020] [Revised: 07/20/2020] [Accepted: 08/17/2020] [Indexed: 02/06/2023]
Abstract
BACKGROUND Chronic pain is a major public health challenge in the United States and around the world. Current treatments including opioid analgesics and cognitive behavioral therapy possess harmful side effects or limited efficacy, respectively. Chronic pain is associated with a variety of unhealthy behaviors including opioid misuse. Moreover, individuals who suffer from chronic pain exhibit excessive discounting of delayed rewards, suggesting a constricted temporal window of valuation. Reductions in the excessive discounting of delayed rewards has been achieved with Episodic Future Thinking (EFT; vividly imagining realistic future events). EFT has also been associated with reductions in a variety of unhealthy behaviors. In this study, the effects of EFT on delay discounting and levels of pain were investigated in individuals reporting chronic pain. METHODS Individuals reporting chronic pain (N = 250; 42.4 % female) were recruited through the Amazon Mechanical Turk platform. Measures of delay discounting and pain were collected at baseline and again after randomization to EFT (N = 128) or Control Episodic Thinking (CET) (N = 122). RESULTS EFT significantly reduced delay discounting relative to baseline (p < 0.001) and EFT reduced pain scores in a baseline dependent manner (p = 0.001) when compared to CET; that is, those with the greatest reports of pain experienced the greatest reduction. Furthermore the reduction in delay discounting fully mediated the reduction in pain. CONCLUSIONS These findings suggest that Episodic Future Thinking, by widening the temporal window, may reduce pain in those reporting chronic pain and therefore represents a potential novel therapeutic.
Collapse
Affiliation(s)
- William H Craft
- Center for Transformative Research on Health Behaviors, 1 Riverside Circle, Roanoke, VA 24016, United States; Graduate Program in Translational Biology, Medicine, and Health, Virginia Tech, 1 Riverside Circle, Roanoke, VA 24016, United States; Fralin Biomedical Research Institute at VTC, 2 Riverside Circle, Roanoke, VA 24016, United States
| | - Allison N Tegge
- Center for Transformative Research on Health Behaviors, 1 Riverside Circle, Roanoke, VA 24016, United States; Department of Statistics, Virginia Tech, Blacksburg, VA 24061, United States
| | - Warren K Bickel
- Center for Transformative Research on Health Behaviors, 1 Riverside Circle, Roanoke, VA 24016, United States; Fralin Biomedical Research Institute at VTC, 2 Riverside Circle, Roanoke, VA 24016, United States.
| |
Collapse
|
34
|
Lau CI, Liu MN, Chen WH, Walsh V, Wang SJ. Clinical and biobehavioral perspectives: Is medication overuse headache a behavior of dependence? PROGRESS IN BRAIN RESEARCH 2020; 255:371-402. [PMID: 33008514 DOI: 10.1016/bs.pbr.2020.05.019] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/01/2020] [Revised: 04/28/2020] [Accepted: 05/01/2020] [Indexed: 02/08/2023]
Abstract
Medication overuse headache (MOH), previously known as analgesic abuse headache or medication misuse headaches, is a common form of chronic headache disorder that has a detrimental impact on health and society. Although it has been widely accepted that overusing abortive medications is paradoxically the cause of MOH and drug discontinuation is the treatment of choice, ongoing debates exist as to whether drug consumption per se is the cause or consequence of headache chronification. Certain features in MOH such as their compulsive drug-seeking behavior, withdrawal headaches and high relapse rates share similarities with drug dependence, suggesting that there might be common underlying biological and psychobehavioral mechanisms. In this regard, this article will discuss the updated evidence and current debates on the possible biobehavioral overlap between MOH and drug dependence. To begin with, we will discuss whether MOH has characteristics of substance dependence based on standard psychiatry diagnostic criteria and other widely used dependence scales. Recent epidemiological studies underscoring common psychiatric comorbidities between the two disorders will also be presented. Although both demonstrate seemingly distinct personality traits, recent studies revealed similar decision-making impairment from a cognitive perspective, indicating the presence of a maladaptive reward system in both disorders. In addition, emerging imaging studies also support this notion by showing reversible morphological and functional brain changes related to the mesocorticolimbic reward circuitry in MOH, with a strong resemblance to those in addiction. Finally, an increased familial risk for drug dependence and genetic association with dopaminergic and drug dependence molecular pathways in MOH also support a possible link between MOH and addiction. Understanding the role of dependence in MOH will have a great impact on disease management as this will provide the missing piece of the puzzle in current therapeutic strategies.
Collapse
Affiliation(s)
- Chi Ieong Lau
- Dementia Center, Department of Neurology, Shin Kong Wu Ho-Su Memorial Hospital, Taipei, Taiwan; Applied Cognitive Neuroscience Group, Institute of Cognitive Neuroscience, University College London, London, United Kingdom; Institute of Biophotonics, National Yang-Ming University, Taipei, Taiwan; College of Medicine, Fu-Jen Catholic University, New Taipei City, Taiwan; University Hospital, Taipa, Macau
| | - Mu-N Liu
- Institute of Brain Science, National Yang-Ming University, Taipei, Taiwan; Department of Psychiatry, Taipei Veterans General Hospital, Taipei, Taiwan; Department of Neurology, Memory and Aging Centre, University of California, San Francisco, CA, United States
| | - Wei-Hung Chen
- Department of Neurology, Shin Kong Wu Ho-Su Memorial Hospital, Taipei, Taiwan; College of Medicine, Taipei Medical University, Taipei, Taiwan
| | - Vincent Walsh
- Applied Cognitive Neuroscience Group, Institute of Cognitive Neuroscience, University College London, London, United Kingdom
| | - Shuu-Jiun Wang
- Department of Neurology, Neurological Institute, Taipei Veterans General Hospital, Taipei, Taiwan; Brain Research Center and School of Medicine, National Yang-Ming University, Taipei, Taiwan.
| |
Collapse
|
35
|
Shapiro H, Kulich RJ, Schatman ME. Manifestation of Borderline Personality Symptomatology in Chronic Pain Patients Under Stress: An Understated and Exacerbated Consequence of the COVID-19 Crisis. J Pain Res 2020; 13:1431-1439. [PMID: 32606909 PMCID: PMC7304780 DOI: 10.2147/jpr.s264761] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2020] [Accepted: 06/02/2020] [Indexed: 12/23/2022] Open
Affiliation(s)
- Hannah Shapiro
- Department of Biopsychology, Tufts University, Medford, MA, USA
| | - Ronald J Kulich
- Department of Anesthesia, Critical Care and Pain Medicine, Harvard Medical School/Massachusetts General Hospital, Boston, MA, USA.,Department of Diagnostic Sciences, Tufts University School of Dental Medicine, Boston, MA, USA
| | - Michael E Schatman
- Department of Diagnostic Sciences, Tufts University School of Dental Medicine, Boston, MA, USA.,Department of Public Health and Community Medicine, Tufts University School of Medicine, Boston, MA, USA
| |
Collapse
|
36
|
Tackling rising numbers of opioid prescriptions users. LANCET PUBLIC HEALTH 2020; 5:e139. [DOI: 10.1016/s2468-2667(20)30029-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/30/2020] [Accepted: 02/05/2020] [Indexed: 11/22/2022]
|
37
|
Trends in use and misuse of opioids in the Netherlands: a retrospective, multi-source database study. LANCET PUBLIC HEALTH 2019; 4:e498-e505. [DOI: 10.1016/s2468-2667(19)30128-8] [Citation(s) in RCA: 90] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/17/2019] [Revised: 06/18/2019] [Accepted: 07/05/2019] [Indexed: 01/13/2023]
|