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Tefera YG, Gray S, Nielsen S, Di Donato M, Collie A. Early High-Risk Opioid Prescribing and Persistent Opioid Use in Australian Workers with Workers' Compensation Claims for Back and Neck Musculoskeletal Disorders or Injuries: A Retrospective Cohort Study. CNS Drugs 2025; 39:499-512. [PMID: 40048136 PMCID: PMC11982141 DOI: 10.1007/s40263-025-01169-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 02/09/2025] [Indexed: 04/11/2025]
Abstract
BACKGROUND Opioid prescribing to injured workers has increased despite evidence demonstrating that risks often outweigh the benefits. High-risk prescribing and persistent opioid use are often associated with harm. However, there are limited data on what predicts early high-risk and persistent opioid prescribing in Australian workers with back and neck-related injuries or disorders. OBJECTIVE The purpose of this study was to determine the prevalence and identify determinants of early high-risk and persistent opioid prescribing in Australian workers with back and neck conditions. METHODS A retrospective cohort study was carried out with injured workers with workers' compensation claims for back and neck conditions who filled at least one opioid prescription within the first 90 days after injury from 1 January 2010 to 31 December 2019. High-risk opioid prescribing practices in the first 90 days were measured using one of four indicators of risk (high-total opioid volume on first dispensing occasion-exceeding 350 mg oral morphine equivalent in the first week, average high-dose over 90 days-higher than 50 mg oral morphine equivalent, early supply with long-acting opioids, and concurrent psychotropic prescriptions). Persistent opioid use was determined using group-based trajectory modeling over the subsequent 1-year. Multivariable logistic regression was used to identify predictors of high-risk opioid prescribing in the first 90 days and persistent opioid use in the subsequent year. RESULTS A total of 6278 injured workers prescribed opioids were included. At least one indicator of high-risk opioid prescribing was identified in 67.1% of the sample in the first 3 months. Persistent opioid use was identified in 22.8% of the sample over the subsequent year. Early high-risk opioid prescribing was associated with double the odds of persistent use (aOR 2.19, 95% CI 1.89-2.53). Injured workers residing in rural areas (inner regional and outer regional/remote Australia) had higher odds of high-risk prescribing (aOR 1.26, 95% CI 1.11-1.44) and (aOR 1.43, 95% CI 1.10-1.87), respectively, compared with those in major cities. Similarly, workers residing in areas with most disadvantaged and advantaged socioeconomic quintile had higher (aOR 1.18, 95% CI 1.01-1.39) and lower (aOR 0.68, 95% CI 0.56-0.82) odds of persistent opioid use, respectively, compared with those in the middle socioeconomic quintiles. CONCLUSIONS A total of two-thirds of injured workers receiving opioids in the first 90 days show evidence of high-risk prescribing, with nearly one-quarter exhibiting persistent opioid use over the subsequent year. Early high-risk opioid prescribing doubles the odds of opioid persistence. There is a need for further research and careful scrutiny of opioid prescribing in this population.
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Affiliation(s)
- Yonas Getaye Tefera
- Healthy Working Lives Research Group, School of Public Health and Preventive Medicine, Monash University, 553 St Kilda Road, Melbourne, VIC, 3004, Australia.
| | - Shannon Gray
- Healthy Working Lives Research Group, School of Public Health and Preventive Medicine, Monash University, 553 St Kilda Road, Melbourne, VIC, 3004, Australia
| | - Suzanne Nielsen
- Monash Addiction Research Centre, Eastern Health Clinical School, Monash University, 47-49 Moorooduc Highway, Frankston, VIC, 3199, Australia
| | - Michael Di Donato
- Healthy Working Lives Research Group, School of Public Health and Preventive Medicine, Monash University, 553 St Kilda Road, Melbourne, VIC, 3004, Australia
| | - Alex Collie
- Healthy Working Lives Research Group, School of Public Health and Preventive Medicine, Monash University, 553 St Kilda Road, Melbourne, VIC, 3004, Australia
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2
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Davis CN, Jinwala Z, Hatoum AS, Toikumo S, Agrawal A, Rentsch CT, Edenberg HJ, Baurley JW, Hartwell EE, Crist RC, Gray JC, Justice AC, Gelernter J, Kember RL, Kranzler HR. Utility of Candidate Genes From an Algorithm Designed to Predict Genetic Risk for Opioid Use Disorder. JAMA Netw Open 2025; 8:e2453913. [PMID: 39786773 PMCID: PMC11718552 DOI: 10.1001/jamanetworkopen.2024.53913] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/05/2024] [Accepted: 11/05/2024] [Indexed: 01/12/2025] Open
Abstract
Importance Recently, the US Food and Drug Administration gave premarketing approval to an algorithm based on its purported ability to identify individuals at genetic risk for opioid use disorder (OUD). However, the clinical utility of the candidate genetic variants included in the algorithm has not been independently demonstrated. Objective To assess the utility of 15 genetic variants from an algorithm intended to predict OUD risk. Design, Setting, and Participants This case-control study examined the association of 15 candidate genetic variants with risk of OUD using electronic health record data from December 20, 1992, to September 30, 2022. Electronic health record data, including pharmacy records, were accrued from participants in the Million Veteran Program across the US with opioid exposure (n = 452 664). Cases with OUD were identified using International Classification of Diseases, Ninth Revision, or International Classification of Diseases, Tenth Revision, diagnostic codes, and controls were individuals with no OUD diagnosis. Exposures Number of risk alleles present across 15 candidate genetic variants. Main Outcome and Measures Performance of 15 genetic variants for identifying OUD risk assessed via logistic regression and machine learning models. Results A total of 452 664 individuals with opioid exposure (including 33 669 with OUD) had a mean (SD) age of 61.15 (13.37) years, and 90.46% were male; the sample was ancestrally diverse (with individuals of genetically inferred European, African, and admixed American ancestries). Using Nagelkerke R2, collectively, the 15 candidate genes accounted for 0.40% of variation in OUD risk. In comparison, age and sex alone accounted for 3.27% of the variation. The ensemble machine learning. The ensemble machine learning model using the 15 variants as predictive factors correctly classified 52.83% (95% CI, 52.07%-53.59%) of individuals in an independent testing sample. Conclusions and Relevance Results of this study suggest that the candidate genetic variants included in the approved algorithm do not meet reasonable standards of efficacy in identifying OUD risk. Given the algorithm's limited predictive accuracy, its use in clinical care would lead to high rates of both false-positive and false-negative findings. More clinically useful models are needed to identify individuals at risk of developing OUD.
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Affiliation(s)
- Christal N. Davis
- Mental Illness Research, Education and Clinical Center, Crescenz Veterans Affairs Medical Center, Philadelphia, Pennsylvania
- Center for Studies of Addiction, Department of Psychiatry, University of Pennsylvania Perelman School of Medicine, Philadelphia
| | - Zeal Jinwala
- Mental Illness Research, Education and Clinical Center, Crescenz Veterans Affairs Medical Center, Philadelphia, Pennsylvania
- Center for Studies of Addiction, Department of Psychiatry, University of Pennsylvania Perelman School of Medicine, Philadelphia
| | - Alexander S. Hatoum
- Department of Psychological and Brain Sciences, Washington University School of Medicine, St Louis, Missouri
| | - Sylvanus Toikumo
- Mental Illness Research, Education and Clinical Center, Crescenz Veterans Affairs Medical Center, Philadelphia, Pennsylvania
- Center for Studies of Addiction, Department of Psychiatry, University of Pennsylvania Perelman School of Medicine, Philadelphia
| | - Arpana Agrawal
- Department of Psychiatry, Washington University, St Louis, Missouri
| | - Christopher T. Rentsch
- Veterans Affairs Connecticut Healthcare System, West Haven
- Department of Internal Medicine, Yale School of Medicine, New Haven, Connecticut
- Faculty of Epidemiology and Population Health, London School of Hygiene & Tropical Medicine, London, United Kingdom
| | - Howard J. Edenberg
- Department of Biochemistry and Molecular Biology, Indiana University School of Medicine, Indianapolis
| | | | - Emily E. Hartwell
- Mental Illness Research, Education and Clinical Center, Crescenz Veterans Affairs Medical Center, Philadelphia, Pennsylvania
- Center for Studies of Addiction, Department of Psychiatry, University of Pennsylvania Perelman School of Medicine, Philadelphia
| | - Richard C. Crist
- Mental Illness Research, Education and Clinical Center, Crescenz Veterans Affairs Medical Center, Philadelphia, Pennsylvania
- Center for Studies of Addiction, Department of Psychiatry, University of Pennsylvania Perelman School of Medicine, Philadelphia
| | - Joshua C. Gray
- Department of Medical and Clinical Psychology, Uniformed Services University, Bethesda, Maryland
| | - Amy C. Justice
- Veterans Affairs Connecticut Healthcare System, West Haven
- Department of Internal Medicine, Yale School of Medicine, New Haven, Connecticut
| | - Joel Gelernter
- Veterans Affairs Connecticut Healthcare System, West Haven
- Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut
- Departments of Genetics and Neuroscience, Yale University School of Medicine, New Haven, Connecticut
| | - Rachel L. Kember
- Mental Illness Research, Education and Clinical Center, Crescenz Veterans Affairs Medical Center, Philadelphia, Pennsylvania
- Center for Studies of Addiction, Department of Psychiatry, University of Pennsylvania Perelman School of Medicine, Philadelphia
| | - Henry R. Kranzler
- Mental Illness Research, Education and Clinical Center, Crescenz Veterans Affairs Medical Center, Philadelphia, Pennsylvania
- Center for Studies of Addiction, Department of Psychiatry, University of Pennsylvania Perelman School of Medicine, Philadelphia
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3
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Boorman DW, Nair PH, John SB, Zivot J, Potru S. The effects of physician stigma and hesitancy with opioids on patient pain care in the United States: A survey study. J Opioid Manag 2024; 20:449-470. [PMID: 39775447 DOI: 10.5055/jom.0872] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2025]
Abstract
OBJECTIVES Determine if physician stigma toward patients with chronic pain or opioid use disorder or physician hesitancy prescribing opioids adversely affects patient pain care. Explore the demographics associated with stigma and hesitancy. DESIGN Survey, 25 questions. SETTING Physician faculty at medical schools (80 percent), private physician Facebook® groups (15 percent), and others (5 percent), all specialties. PARTICIPANTS N = 352 attending United States physicians. MAIN OUTCOME MEASURE Physician self-reported patient pain care quality. RESULTS Subjectively worse patient pain care was not found to be associated with stigma but had a borderline association with hesitancy (p = 0.046). Subjectively worse pain care was associated with less knowledge and experience with opioids (odds ratio [OR] 4.1, 95 percent confidence interval [CI] 3.0-5.6), practicing in the Midwest region (OR 2.1, 95 percent CI 1.2-3.4), and specialty: emergency (OR 53, 95 percent CI 20-139), other internal (OR 15, 95 percent CI 6.6-34), and general medicine (OR 12, 95 percent CI 5.4-26) compared to pain medicine. Physician stigma was more likely to be high in males (OR 2.5, 95 percent CI 1.5-4.3) and medium in physicians over 55 (OR 2.5, 95 percent CI 1.5-4.5). Compared to medium stigma, those with low stigma (General Linear Model (GLM) 0.35, 95 percent CI 0.18-0.52) and high stigma (GLM 0.22, 95 percent CI 0.01-0.44) were both more hesitant to prescribe opioids. More hesitancy was associated with less knowledge and experience (GLM 0.14, 95 percent CI 0.05-0.22) and physicians under 55 (GLM 0.24, 95 percent CI 0.08-0.40). CONCLUSIONS Although physician stigma was not found to affect patient pain care adversely, self-reporting bias and/or questionnaire issues may account for this. Physician specialty and knowledge and experience with opioids were important factors.
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Affiliation(s)
- David W Boorman
- Department of Anesthesiology, School of Medicine, Emory University, Atlanta, Georgia. ORCID: https://orcid.org/0000-0002-5974-8692
| | - Priyanka H Nair
- Rollins School of Public Health, Emory University, Atlanta, Georgia. ORCID: https://orcid.org/0009-0003-7942-7946
| | - Samuel B John
- Rollins School of Public Health, Emory University, Atlanta, Georgia
| | - Joel Zivot
- Department of Anesthesiology, School of Medicine, Emory University, Atlanta, Georgia. ORCID: https://orcid.org/0000-0002-7380-2616
| | - Sudheer Potru
- Department of Anesthesiology, School of Medicine, Emory University, Atlanta, Georgia. ORCID: https://orcid.org/0000-0002-7081-1154
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Greydanus DE, Nazeer A, Qayyum Z, Patel DR, Rausch R, Hoang LN, Miller C, Chahin S, Apple RW, Saha G, Prasad Rao G, Javed A. Pediatric suicide: Review of a preventable tragedy. Dis Mon 2024; 70:101725. [PMID: 38480023 DOI: 10.1016/j.disamonth.2024.101725] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/07/2024]
Abstract
Concepts of suicide are explored in this issue with a focus on suicide in children and adolescents. The epidemiology of pediatric suicide in the United States is reviewed; also, risk and protective factors, as well as prevention strategies, are discussed. Suicide in the pediatric athlete and the potential protective effect of exercise are examined. In addition, this analysis addresses the beneficial role of psychological management as well as current research on pharmacologic treatment and brain stimulation procedures as part of comprehensive pediatric suicide prevention. Though death by suicide in pediatric persons has been and remains a tragic phenomenon, there is much that clinicians, other healthcare professionals, and society itself can accomplish in the prevention of pediatric suicide as well as the management of suicidality in our children and adolescents.
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Affiliation(s)
- Donald E Greydanus
- Department of Pediatric and Adolescent Medicine, Western Michigan University, Homer Stryker M.D. School of Medicine, Kalamazoo, MI, United States.
| | - Ahsan Nazeer
- Division of Child and Adolescent Psychiatry, Sidra Medicine/Weill Cornell Medicine, Doha, Qatar
| | - Zheala Qayyum
- Harvard Medical School, Boston, Massachusetts, United States
| | - Dilip R Patel
- Department of Pediatric and Adolescent Medicine, Western Michigan University, Homer Stryker M.D. School of Medicine, Kalamazoo, MI, United States
| | - Rebecca Rausch
- Division of Pediatric Psychology, Department of Pediatric and Adolescent Medicine, Western Michigan University, Homer Stryker M.D. School of Medicine, Kalamazoo, MI, United States
| | - Linh-Nhu Hoang
- Western Michigan University, Kalamazoo, MI, United States
| | - Caroline Miller
- Fielding Graduate University, Santa Barbara, CA, United States
| | - Summer Chahin
- Mott Children's Hospital, University of Michigan, Ann Arbor, MI, United States
| | - Roger W Apple
- Division of Pediatric Psychology, Department of Pediatric and Adolescent Medicine, Western Michigan University, Homer Stryker M.D. School of Medicine, Kalamazoo, MI, United States
| | - Gautam Saha
- Immediate Past President of the SAARC (South Asian Association for Regional Cooperation) Psychiatric Federation (SPF), India
| | - G Prasad Rao
- President, Asian Federation of Psychiatric Association (AFPA), India
| | - Afzal Javed
- Chairman Pakistan Psychiatric Research Centre, Immediate Past President of the World Psychiatric Association (WPA), Pakistan
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Davis CN, Jinwala Z, Hatoum AS, Toikumo S, Agrawal A, Rentsch CT, Edenberg HJ, Baurley JW, Hartwell EE, Crist RC, Gray JC, Justice AC, Gelernter J, Kember RL, Kranzler HR. Candidate Genes from an FDA-Approved Algorithm Fail to Predict Opioid Use Disorder Risk in Over 450,000 Veterans. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.05.16.24307486. [PMID: 38798430 PMCID: PMC11118646 DOI: 10.1101/2024.05.16.24307486] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2024]
Abstract
Importance Recently, the Food and Drug Administration gave pre-marketing approval to algorithm based on its purported ability to identify genetic risk for opioid use disorder. However, the clinical utility of the candidate genes comprising the algorithm has not been independently demonstrated. Objective To assess the utility of 15 variants in candidate genes from an algorithm intended to predict opioid use disorder risk. Design This case-control study examined the association of 15 candidate genetic variants with risk of opioid use disorder using available electronic health record data from December 20, 1992 to September 30, 2022. Setting Electronic health record data, including pharmacy records, from Million Veteran Program participants across the United States. Participants Participants were opioid-exposed individuals enrolled in the Million Veteran Program (n = 452,664). Opioid use disorder cases were identified using International Classification of Disease diagnostic codes, and controls were individuals with no opioid use disorder diagnosis. Exposures Number of risk alleles present across 15 candidate genetic variants. Main Outcome and Measures Predictive performance of 15 genetic variants for opioid use disorder risk assessed via logistic regression and machine learning models. Results Opioid exposed individuals (n=33,669 cases) were on average 61.15 (SD = 13.37) years old, 90.46% male, and had varied genetic similarity to global reference panels. Collectively, the 15 candidate genetic variants accounted for 0.4% of variation in opioid use disorder risk. The accuracy of the ensemble machine learning model using the 15 genes as predictors was 52.8% (95% CI = 52.1 - 53.6%) in an independent testing sample. Conclusions and Relevance Candidate genes that comprise the approved algorithm do not meet reasonable standards of efficacy in predicting opioid use disorder risk. Given the algorithm's limited predictive accuracy, its use in clinical care would lead to high rates of false positive and negative findings. More clinically useful models are needed to identify individuals at risk of developing opioid use disorder.
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Affiliation(s)
- Christal N. Davis
- Mental Illness Research, Education and Clinical Center, Crescenz Veterans Affairs Medical Center, Philadelphia, PA, USA
- Department of Psychiatry, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Zeal Jinwala
- Mental Illness Research, Education and Clinical Center, Crescenz Veterans Affairs Medical Center, Philadelphia, PA, USA
- Department of Psychiatry, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Alexander S. Hatoum
- Department of Psychological and Brain Sciences, Washington University School of Medicine, St. Louis, MO, USA
| | - Sylvanus Toikumo
- Mental Illness Research, Education and Clinical Center, Crescenz Veterans Affairs Medical Center, Philadelphia, PA, USA
- Department of Psychiatry, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Arpana Agrawal
- Department of Psychiatry, Washington University, St. Louis, MO, USA
| | - Christopher T. Rentsch
- Veterans Affairs Connecticut Healthcare System, West Haven, CT, USA
- Department of Internal Medicine, Yale School of Medicine, New Haven, CT, USA
- Faculty of Epidemiology and Population Health, London School of Hygiene & Tropical Medicine, London, UK
| | - Howard J. Edenberg
- Department of Biochemistry and Molecular Biology, Indiana University School of Medicine, Indianapolis, IN, USA
| | | | - Emily E. Hartwell
- Mental Illness Research, Education and Clinical Center, Crescenz Veterans Affairs Medical Center, Philadelphia, PA, USA
- Department of Psychiatry, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Richard C. Crist
- Mental Illness Research, Education and Clinical Center, Crescenz Veterans Affairs Medical Center, Philadelphia, PA, USA
- Department of Psychiatry, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Joshua C. Gray
- Department of Medical and Clinical Psychology, Uniformed Services University, Bethesda, MD, USA
| | - Amy C. Justice
- Veterans Affairs Connecticut Healthcare System, West Haven, CT, USA
- Department of Internal Medicine, Yale School of Medicine, New Haven, CT, USA
| | - Joel Gelernter
- Veterans Affairs Connecticut Healthcare System, West Haven, CT, USA
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
- Departments of Genetics and Neuroscience, Yale University School of Medicine, New Haven, CT, USA
| | - Rachel L. Kember
- Mental Illness Research, Education and Clinical Center, Crescenz Veterans Affairs Medical Center, Philadelphia, PA, USA
- Department of Psychiatry, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Henry R. Kranzler
- Mental Illness Research, Education and Clinical Center, Crescenz Veterans Affairs Medical Center, Philadelphia, PA, USA
- Department of Psychiatry, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
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Dash GF, Gizer IR, Slutske WS. Predicting first use of heroin from prescription opioid use subtypes: Insights from the Monitoring the Future longitudinal panel. Drug Alcohol Depend 2024; 255:111084. [PMID: 38232646 PMCID: PMC10842745 DOI: 10.1016/j.drugalcdep.2024.111084] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/12/2023] [Revised: 11/13/2023] [Accepted: 12/31/2023] [Indexed: 01/19/2024]
Abstract
BACKGROUND Only a small proportion of individuals who initiate nonmedical use of prescription opioids (NUPO) transition to heroin, suggesting that more nuanced aspects of NUPO may be better indicators of risk for escalating opioid use trajectories. This study leveraged panel data to identify NUPO typologies based on NUPO characteristics associated with opioid risk trajectories (route of administration, motives) and compared rates of heroin initiation at follow-up across typologies. METHODS Latent class analyses were run among respondents with no history of heroin use from the Monitoring the Future Panel Study (base year N=10,408) at modal ages 18, 19/20, 21/22, 23/24, and 25/26. Indicators included oral NUPO, nonoral NUPO, and NUPO motives to experiment, have a good time with friends, get high, escape problems, manage pain, relax, and sleep. Heroin initiation at follow-ups through modal age 29/30 was predicted from class membership. RESULTS No NUPO, self-medication (oral, manage pain), recreational (oral, nonoral, experiment, get high, have a good time with friends), and mixed-motive (all routes, all motives) classes emerged. Heroin initiation rates did not differ across no NUPO and self-medication classes; recreational and mixed-motives classes initiated heroin at higher rates than the other classes and comparable rates to each other. Non-NUPO drug use prior to heroin initiation was prevalent in recreational and mixed-motive classes. CONCLUSIONS NUPO does not uniformly or uniquely increase risk for heroin initiation. Leveraging more nuanced indicators of risk for heroin use and targeting polysubstance use in addition to opioid-specific programming may enhance the efficacy of public health efforts.
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Affiliation(s)
- Genevieve F Dash
- Department of Psychological Sciences, University of Missouri, 210 McAlester Hall, 320 S. 6th Street, Columbia, MO 65211, USA.
| | - Ian R Gizer
- Department of Psychological Sciences, University of Missouri, 210 McAlester Hall, 320 S. 6th Street, Columbia, MO 65211, USA
| | - Wendy S Slutske
- Center for Tobacco Research and Intervention and Department of Family Medicine and Community Health, University of Wisconsin, 1930 Monroe St. #200, Madison, WI 53711, USA
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Villarreal E, Wolf SE, Golovko G, Bagby S, Wermine K, Gotewal S, Obi A, Corona K, Huang L, Keys P, Song J, El Ayadi A. Opioid prescription and opioid disorders in burns: A large database analysis from 1990 to 2019. Burns 2023; 49:1845-1853. [PMID: 37872016 DOI: 10.1016/j.burns.2023.09.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Revised: 06/28/2023] [Accepted: 09/20/2023] [Indexed: 10/25/2023]
Abstract
BACKGROUND Opioids remain crucial in the management of burn pain. A comprehensive analysis of opioid use in burns and their complications has not been investigated. METHODS Data were collected from TriNetX, a large multicenter database with de-identified patient information. The population included patients prescribed opioids on or following burn injury from January 1st, 1990, to December 31st, 2019. Opioid prescription use was analyzed after cohort stratification by decades: 1990-1999, 2000-2009, and 2010-2019. Outcomes for opioid-related disorders, opioid dependence, opioid abuse, intentional self-harm, and mental and behavioral disorders from psychoactive substance use were investigated. RESULTS Hydrocodone was the most frequently prescribed opioid in 1990-1999 and 2000-2009, with oxycodone taking the lead in 2010-2019 (p < 0.0001). During 1990-1999, patients had a decreased risk of recorded opioid-related disorders (RR=0.52), opioid dependence (RR=0.46), opioid abuse (RR=0.55), mental and behavioral disorders (RR=0.88), and intentional self-harm (RR=0.37) when compared to 2000-2009. A comparison of the 2000-2009-2010-2019 cohorts showed an increased risk of recorded opioid-related disorders (RR= 1.91), opioid dependence (RR=1.56), opioid abuse (RR=1.67), mental and behavioral disorders (RR =1.73), and intentional self-harm (RR=2.02). CONCLUSIONS The risk of opioid-related disorders has nearly doubled since the year 2000 warranting precautions when prescribing pain medications to burn patients.
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Affiliation(s)
- Elvia Villarreal
- School of Medicine, University of Texas Medical Branch, Galveston, TX, USA
| | - Steven E Wolf
- Department of Surgery, University of Texas Medical Branch, Galveston, TX, USA
| | - George Golovko
- Department of Pharmacology, University of Texas Medical Branch, Galveston, TX, USA
| | - Shelby Bagby
- School of Medicine, University of Texas Medical Branch, Galveston, TX, USA
| | - Kendall Wermine
- School of Medicine, University of Texas Medical Branch, Galveston, TX, USA
| | - Sunny Gotewal
- School of Medicine, University of Texas Medical Branch, Galveston, TX, USA
| | - Ann Obi
- School of Medicine, University of Texas Medical Branch, Galveston, TX, USA
| | - Kassandra Corona
- School of Medicine, University of Texas Medical Branch, Galveston, TX, USA
| | - Lyndon Huang
- School of Medicine, University of Texas Medical Branch, Galveston, TX, USA
| | - Phillip Keys
- School of Medicine, University of Texas Medical Branch, Galveston, TX, USA
| | - Juquan Song
- Department of Surgery, University of Texas Medical Branch, Galveston, TX, USA
| | - Amina El Ayadi
- Department of Surgery, University of Texas Medical Branch, Galveston, TX, USA.
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Didik S, Golosova D, Xu B, Staruschenko A. Opioids and the Kidney: A Compendium. KIDNEY360 2023; 4:1816-1823. [PMID: 37927032 PMCID: PMC10758516 DOI: 10.34067/kid.0000000000000291] [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: 07/25/2023] [Accepted: 10/19/2023] [Indexed: 11/07/2023]
Abstract
Opioids are a class of medications used in pain management. Unfortunately, long-term use, overprescription, and illicit opioid use have led to one of the greatest threats to mankind: the opioid crisis. Accompanying the classical analgesic properties of opioids, opioids produce a myriad of effects including euphoria, immunosuppression, respiratory depression, and organ damage. It is essential to ascertain the physiological role of the opioid/opioid receptor axis to gain an in-depth understanding of the effects of opioid use. This knowledge will aid in the development of novel therapeutic interventions to combat the increasing mortality rate because of opioid misuse. This review describes the current knowledge of opioids, including the opioid epidemic and opioid/opioid receptor physiology. Furthermore, this review intricately relates opioid use to kidney damage, navigates kidney structure and physiology, and proposes potential ways to prevent opioid-induced kidney damage.
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Affiliation(s)
- Steven Didik
- Department of Molecular Pharmacology and Physiology, University of South Florida, Tampa, Florida
- James A. Haley Veteran's Hospital, Tampa, Florida
| | - Daria Golosova
- Department of Physiology, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Biyang Xu
- Department of Molecular Pharmacology and Physiology, University of South Florida, Tampa, Florida
| | - Alexander Staruschenko
- Department of Molecular Pharmacology and Physiology, University of South Florida, Tampa, Florida
- James A. Haley Veteran's Hospital, Tampa, Florida
- Hypertension and Kidney Research Center, University of South Florida, Tampa, Florida
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9
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Jimenez Ruiz F, Warner NS, Acampora G, Coleman JR, Kohan L. Substance Use Disorders: Basic Overview for the Anesthesiologist. Anesth Analg 2023; 137:508-520. [PMID: 37590795 DOI: 10.1213/ane.0000000000006281] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/19/2023]
Abstract
Substance use disorders (SUDs) represent a current major public health concern in the United States and around the world. Social and economic stressors secondary to the coronavirus disease 2019 (COVID-19) pandemic have likely led to an increase in SUDs around the world. This chronic, debilitating disease is a prevalent health problem, and yet many clinicians do not have adequate training or clinical experience diagnosing and treating SUDs. Anesthesiologists and other perioperative medical staff frequently encounter patients with co-occurring SUDs. By such, through increased awareness and education, physicians and other health care providers have a unique opportunity to positively impact the lives and improve the perioperative outcomes of patients with SUDs. Understanding commonly used terms, potentially effective perioperative screening tools, diagnostic criteria, basics of treatment, and the perioperative implications of SUDs is essential to providing adequate care to patients experiencing this illness.
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Affiliation(s)
- Federico Jimenez Ruiz
- From the Department of Anesthesiology, University of Virginia School of Medicine, Charlottesville, Virginia
| | - Nafisseh S Warner
- Department of Anesthesiology and Perioperative Medicine, Division of Pain Medicine, Mayo Clinic, Rochester, Minnesota
| | - Gregory Acampora
- Department of Psychiatry, Massachusetts General Hospital, Boston, Massachusetts
| | - John R Coleman
- From the Department of Anesthesiology, University of Virginia School of Medicine, Charlottesville, Virginia
| | - Lynn Kohan
- From the Department of Anesthesiology, University of Virginia School of Medicine, Charlottesville, Virginia
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10
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Edinoff AN, Martinez Garza D, Vining SP, Vasterling ME, Jackson ED, Murnane KS, Kaye AM, Fair RN, Torres YJL, Badr AE, Cornett EM, Kaye AD. New Synthetic Opioids: Clinical Considerations and Dangers. Pain Ther 2023; 12:399-421. [PMID: 36826742 PMCID: PMC9950705 DOI: 10.1007/s40122-023-00481-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2022] [Accepted: 01/30/2023] [Indexed: 02/25/2023] Open
Abstract
Since the early 2010s, synthetic opioids have significantly contributed to overall opioid-related overdose mortalities. For point of reference, of the 68,630 opioid-related deaths recorded in 2020, 56,516 involved synthetic opioids. During much of this period, fentanyl has been the most commonly used synthetic opioid. This time when fentanyl was the most popular opioid has been called the "third wave" of the opioid crisis, partly because it led to a sharp rise in deaths from overdoses. Other synthetic opioids, such as carfentanil, protonitazene, and isotonitazene, have also become more widely diverted for nonmedical used. Carfentanil is an even more potent fentanyl derivative that was initially used in the mid-1980s as a general anesthetic for large animals such as elephants. Related to its strong affinity for mu opioid receptors, carfentanil is still utilized in medicine and science today as a radiotracer for positron emission tomography imaging. Protonitazene and isotonitazene belong to a novel class of synthetic opioids called benzimidazoles that were manufactured in the 1950s as novel analgesics. These agents have come under recent scrutiny as designer synthetic opioids becoming more prevalent. However, to date, there is incomplete data regarding the prevalence of synthetic opioids, as traditional toxicology screenings may not be sensitive to detect these compounds at such low doses post-mortem, particularly when blood is drawn from the periphery instead of central tissues such as the brain, lung, or heart. This narrative review aims to highlight the clinical challenges presented by these new synthetic opioids.
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Affiliation(s)
- Amber N Edinoff
- Department of Psychiatry, Harvard Medical School, Massachusetts General Hospital, 55 Fruit St, Boston, MA, 02114, USA.
- Louisiana Addiction Research Center, Shreveport, LA, 71103, USA.
| | - David Martinez Garza
- Department of Psychiatry, Harvard Medical School, Massachusetts General Hospital, 55 Fruit St, Boston, MA, 02114, USA
| | - Stephen P Vining
- Louisiana State University Health Science Center at Shreveport, School of Medicine, Shreveport, LA, 71103, USA
| | - Megan E Vasterling
- Louisiana State University Health at New Orleans, School of Medicine, New Orleans, LA, 70112, USA
| | - Eric D Jackson
- University of Arizona College of Medicine - Phoenix, Phoenix, AZ, 85004, USA
| | - Kevin S Murnane
- Louisiana Addiction Research Center, Shreveport, LA, 71103, USA
- Department of Psychiatry and Behavioral Medicine, Louisiana State University Health Science Center at Shreveport, Shreveport, LA, 71130, USA
- Department of Pharmacology, Toxicology & Neuroscience, Louisiana State University Health Science Center at Shreveport, Shreveport, LA, 71103, USA
| | - Adam M Kaye
- Department of Pharmacy Practice, Thomas J. Long School of Pharmacy and Health Sciences, University of the Pacific, Stockton, CA, 95211, USA
| | - Richard N Fair
- Department of Anesthesiology, Louisiana State University Health Science Center at Shreveport, 1501 Kings Highway, Shreveport, LA, 71130-3932, USA
| | - Yair Jose Lopez Torres
- Department of Anesthesiology, Louisiana State University Health Science Center at Shreveport, 1501 Kings Highway, Shreveport, LA, 71130-3932, USA
| | - Ahmed E Badr
- Department of Anesthesiology, Louisiana State University Health Science Center at Shreveport, 1501 Kings Highway, Shreveport, LA, 71130-3932, USA
| | - Elyse M Cornett
- Louisiana Addiction Research Center, Shreveport, LA, 71103, USA.
- Department of Anesthesiology, Louisiana State University Health Science Center at Shreveport, 1501 Kings Highway, Shreveport, LA, 71130-3932, USA.
- Department of Pharmacology, Toxicology & Neuroscience, Louisiana State University Health Science Center at Shreveport, Shreveport, LA, 71103, USA.
| | - Alan D Kaye
- Louisiana Addiction Research Center, Shreveport, LA, 71103, USA
- Department of Anesthesiology, Louisiana State University Health Science Center at Shreveport, 1501 Kings Highway, Shreveport, LA, 71130-3932, USA
- Department of Pharmacology, Toxicology & Neuroscience, Louisiana State University Health Science Center at Shreveport, Shreveport, LA, 71103, USA
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11
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Garg A, Naik HB, Alavi A, Hazen P, Hsiao JL, Shi VY, Weisman J, Tran T, Rudnik J, Jedrzejczyk A, Pansar I, Kimball AB. Real-World Findings on the Characteristics and Treatment Exposures of Patients with Hidradenitis Suppurativa from US Claims Data. Dermatol Ther (Heidelb) 2023; 13:581-594. [PMID: 36585607 PMCID: PMC9884733 DOI: 10.1007/s13555-022-00872-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2022] [Accepted: 12/01/2022] [Indexed: 01/01/2023] Open
Abstract
INTRODUCTION Hidradenitis suppurativa (HS) is a chronic, debilitating, and painful inflammatory skin disease that significantly and negatively impacts patients' quality of life. The prevalence of HS in the USA is estimated to be 0.10%, with worldwide reports suggesting a prevalence closer to 1%. There is limited real-world evidence available on the care of patients with HS. We aimed to evaluate the trends in clinical care and treatment in the patient population with HS in the USA in a real-world setting. METHODS A cohort study was conducted using claims data from IBM MarketScan Databases, including the US Commercial Claims and Encounters with Medicare Supplemental and Coordination of Benefits (CCAE+MDCR) database and IBM US Medicaid database. RESULTS The annual prevalence of HS increased from 0.06% (2008) to 0.14% (2017), and from 0.17% (2008) to 0.31% (2017) among CCAE+MDCR and Medicaid patients, respectively. Dermatologist visits increased from 31.9% (2008) to 47.8% (2019) in CCAE+MDCR patients, and decreased from 10.9% (2008) to 8.5% (2018) in Medicaid patients. Opioid use decreased from 45.4% (2008) to 25.5% (2019) among CCAE+MDCR patients, and from 71.3% (2008) to 48.1% (2018) among Medicaid patients. Only 8.4% of CCAE+MDCR patients and 5.8% of Medicaid patients were exposed to any biologic in 2018. CONCLUSIONS Improved care and treatment of HS over the last decade, including the emergence of new treatments, have been accompanied by an increase in awareness and reported prevalence of the disease. However, there are still gaps in access to dermatologic care and low utilization of biologic therapies among patients with HS. INFOGRAPHIC.
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Affiliation(s)
- Amit Garg
- Department of Dermatology, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, 500 Hofstra Blvd, Hempstead, NY, USA.
| | - Haley B Naik
- Department of Dermatology, University of California, San Francisco, CA, USA
| | - Afsaneh Alavi
- Department of Dermatology, Mayo Clinic, Rochester, MN, USA
| | - Paul Hazen
- Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - Jennifer L Hsiao
- Department of Dermatology, University of Southern California, Los Angeles, CA, USA
| | - Vivian Y Shi
- Department of Medicine, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | | | | | | | | | | | - Alexa B Kimball
- Department of Dermatology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
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12
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Cantor R, Bates H, MacKoul C. Risk Attenuation and Amplification in the U.S. Opioid Crisis. RISK ANALYSIS : AN OFFICIAL PUBLICATION OF THE SOCIETY FOR RISK ANALYSIS 2022; 42:1393-1408. [PMID: 34687222 PMCID: PMC9542889 DOI: 10.1111/risa.13840] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/22/2020] [Revised: 07/22/2021] [Accepted: 08/06/2021] [Indexed: 06/13/2023]
Abstract
The evolution of risk identification and ultimately the public and private responses that have become known collectively as the "opioid crisis" is an important case study in risk management due to the reach and magnitude of its impacts. This article examines a number of "signals" related to opioid risks using the social amplification of risk framework (SARF) to investigate a limited set of public-sector activities and policy responses. We evaluate whether the SARF presents an effective lens to examine the serious shortcomings of risk management of opioid use, which has a history of risk attenuation and, more recently, evidence of risk amplification. Our goal in this article is limited to addressing "goodness of fit" of the SARF as a descriptive tool. We consider whether the SARF effectively reveals important gaps in public risk management responses for the opioid example and other similarly situated societal risk problems. Applying SARF supports that its suggested relationship between risk signals and inappropriate attenuated public response does generate useful insights into regulatory efficacy for examples of public risk management. Similar such conclusions about inappropriate public responses stemming from the amplification factors are less supported because, in this case, the risk is, and continues to be, large. Overall, we find that the SARF's particular focus on the signaling function of risk information performs best as an organizational aid to study historical information rather than as a predictive tool for determining inappropriate risk management responses.
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13
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Prolonged Opioid Use following Hand Surgery: A Systematic Review and Proposed Criteria. Plast Reconstr Surg Glob Open 2022; 10:e4235. [PMID: 35415065 PMCID: PMC8994078 DOI: 10.1097/gox.0000000000004235] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2021] [Accepted: 02/02/2022] [Indexed: 11/26/2022]
Abstract
Prolonged opioid use after surgery has been a contributing factor to the ongoing opioid epidemic. The purpose of this systematic review is to analyze the definitions of prolonged opioid use in prior literature and propose appropriate criteria to define postoperative prolonged opioid use in hand surgery.
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14
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Nury E, Schmucker C, Nagavci B, Motschall E, Nitschke K, Schulte E, Wegwarth O, Meerpohl JJ. Efficacy and safety of strong opioids for chronic noncancer pain and chronic low back pain: a systematic review and meta-analyses. Pain 2022; 163:610-636. [PMID: 34326292 DOI: 10.1097/j.pain.0000000000002423] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2021] [Accepted: 07/22/2021] [Indexed: 11/25/2022]
Abstract
ABSTRACT In recent years, long-term prescribing and use of strong opioids for chronic noncancer pain (CNCP) has increased in high-income countries. Yet existing uncertainties, controversies, and differing recommendations make the rationale for prolonged opioid use in CNCP unclear. This systematic review and meta-analyses compared the efficacy, safety, and tolerability of strong opioids with placebo or nonopioid therapy in CNCP, with a special focus on chronic low back pain (CLBP). Systematic literature searches were performed in 4 electronic databases (MEDLINE, Web of Science, Cochrane Library, and CINAHL) in July 2019 and updated by regular alerts until December 2020. We included 16 placebo-controlled randomized controlled trials for CLBP and 5 studies (2 randomized controlled trials and 3 nonrandomized studies) of opioids vs nonopioids for CNCP in the quantitative and qualitative synthesis. Random effects pairwise meta-analyses were performed for efficacy, safety, and tolerability outcomes and subgroup analyses for treatment duration, study design, and opioid experience status. Very low to low certainty findings suggest that 4 to 15 weeks (short or intermediate term) opioid therapy in CLBP (compared with placebo) may cause clinically relevant reductions in pain but also more gastrointestinal and nervous system adverse events, with likely no effect on disability. By contrast, long-term opioid therapy (≥6 months) in CNCP may not be superior to nonopioids in improving pain or disability or pain-related function but seems to be associated with more adverse events, opioid abuse or dependence, and possibly an increase in all-cause mortality. Our findings also underline the importance and need for well-designed trials assessing long-term efficacy and safety of opioids for CNCP and CLBP.
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Affiliation(s)
- Edris Nury
- Institute for Evidence in Medicine, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Christine Schmucker
- Institute for Evidence in Medicine, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Blin Nagavci
- Institute for Evidence in Medicine, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Edith Motschall
- Institute of Medical Biometry and Statistics, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Kai Nitschke
- Institute for Evidence in Medicine, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Erika Schulte
- Department of Anesthesiology and Operative Intensive Care Medicine (CCM, CVK), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
| | - Odette Wegwarth
- Department of Anesthesiology and Operative Intensive Care Medicine (CCM, CVK), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
- Max Planck Institute for Human Development, Center for Adaptive Rationality, Berlin, Germany
| | - Joerg J Meerpohl
- Institute for Evidence in Medicine, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
- Cochrane Germany, Cochrane Germany Foundation, Freiburg, Germany
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15
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Palamim CVC, Boschiero MN, Faria AG, Valencise FE, Marson FAL. Opioids in COVID-19: Two Sides of a Coin. Front Pharmacol 2022; 12:758637. [PMID: 35069193 PMCID: PMC8770909 DOI: 10.3389/fphar.2021.758637] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2021] [Accepted: 11/29/2021] [Indexed: 01/08/2023] Open
Abstract
Introduction: The treatment of most severe COVID-19 patients included the large-scale use of sedatives and analgesics-possibly in higher doses than usual-which was reported in the literature. The use of drugs that decrease mortality is necessary and opioids are important agents in procedures such as orotracheal intubation. However, these drugs seem to have been overestimated in the COVID-19 pandemic. We performed a review of the PubMed-Medline database to evaluate the use of opioids during this period. The following descriptors were used to enhance the search for papers: "Opioids", "COVID-19," "COVID-19 pandemic," "SARS-CoV-2," "Opioid use disorder," "Opioid dependence" and the names of the drugs used. We also evaluated the distribution of COVID-19 patients in Brazil and the applicability of opioids in our country during the COVID-19 pandemic. Results: Several positive points were found in the use of opioids in the COVID-19 pandemic, for instance, they can be used for analgesia in orotracheal intubation, for chronic pain management, and as coadjutant in the management of acute intensification of pain. However, high doses of opioids might exacerbate the respiratory depression found in COVID-19 patients, their chronic use can trigger opioid tolerance and the higher doses used during the pandemic might result in greater adverse effects. Unfortunately, the pandemic also affected individuals with opioid use disorder, not only those individuals are at higher risk of mortality, hospitalization and need for ventilatory support, but measures taken to decrease the SARS-CoV-2 spread such as social isolation, might negatively affect the treatment for opioid use disorder. In Brazil, only morphine, remifentanil and fentanyl are available in the basic health care system for the treatment of COVID-19 patients. Out of the 5,273,598 opioid units used in this period all over the country, morphine, fentanyl, and remifentanil, accounted for, respectively, 559,270 (10.6%), 4,624,328 (87.6%), and 90,000 (1.8%) units. Many Brazilian regions with high number of confirmed cases of COVID-19 had few units of opioids available, as the Southeast region, with a 0.23 units of opioids per confirmed COVID-19 case, and the South region, with 0.05 units. In the COVID-19 pandemic scenario, positive points related to opioids were mainly the occurrence of analgesia, to facilitate intubation and their use as coadjutants in the management of acute intensification of pain, whereas the negative points were indiscriminate use, the presence of human immunosuppressor response and increased adverse effects due to higher doses of the drug. Conclusion: The importance of rational and individualized use of analgesic hypnotics and sedative anesthetics should be considered at all times, especially in situations of high demand such as the COVID-19 pandemic.
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Affiliation(s)
- Camila Vantini Capasso Palamim
- Laboratory of Cell and Molecular Tumor Biology and Bioactive Compounds, São Francisco University, Bragança Paulista, Brazil
- Laboratory of Human and Medical Genetics, São Francisco University, Bragança Paulista, Brazil
| | - Matheus Negri Boschiero
- Laboratory of Cell and Molecular Tumor Biology and Bioactive Compounds, São Francisco University, Bragança Paulista, Brazil
- Laboratory of Human and Medical Genetics, São Francisco University, Bragança Paulista, Brazil
| | - Aléthea Guimarães Faria
- Laboratory of Cell and Molecular Tumor Biology and Bioactive Compounds, São Francisco University, Bragança Paulista, Brazil
- Laboratory of Human and Medical Genetics, São Francisco University, Bragança Paulista, Brazil
| | - Felipe Eduardo Valencise
- Laboratory of Cell and Molecular Tumor Biology and Bioactive Compounds, São Francisco University, Bragança Paulista, Brazil
- Laboratory of Human and Medical Genetics, São Francisco University, Bragança Paulista, Brazil
| | - Fernando Augusto Lima Marson
- Laboratory of Cell and Molecular Tumor Biology and Bioactive Compounds, São Francisco University, Bragança Paulista, Brazil
- Laboratory of Human and Medical Genetics, São Francisco University, Bragança Paulista, Brazil
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16
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Frew PM, Randall LA, King AR, Schamel JT, Spaulding AC, Holloway IW. Health Behavior Survey Among People Who Use Opioids: Protocol for Implementing Technology-Based Rapid Response Surveillance in Community Settings. JMIR Res Protoc 2021; 10:e25575. [PMID: 34505834 PMCID: PMC8463945 DOI: 10.2196/25575] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2020] [Revised: 03/23/2021] [Accepted: 04/21/2021] [Indexed: 01/19/2023] Open
Abstract
Background In 2018, 2 million Americans met the Diagnostic and Statistical Manual of Mental Disorders, 5th Edition diagnostic criteria for an opioid use disorder, and 9.9 million Americans had misused prescription pain relievers the previous year. Despite a rapid increase in opioid misuse, opioid use disorders, and overdoses, data are limited on the behavioral and contextual risks as well as the protective factors fueling the opioid epidemic in some hard hit US cities—Atlanta, Los Angeles, and Las Vegas. Opioid use also contributes to the risk of other health problems such as HIV and hepatitis C virus infections or mental health disorders and is linked to behavioral and environmental risks (eg, homelessness, experiences of violence, involvement in the justice system). Knowledge of the relationships between these linked vulnerabilities and how they influence service utilization is critical to effective policy and interventions. Objective This survey explores the relationships between demographic and economic characteristics, behavioral and environmental risk factors, and service utilization of people who use opioids to inform public health practice, policy, and future efforts to mitigate the risks faced by this population experiencing multiple health, social, and economic vulnerabilities. The results of this survey will be used to identify needs and intervention points for people who use drugs currently served by public health organizations. Methods We implemented a community-engaged strategy that involved development and execution of a two-stage purposive sampling plan involving selection of partner organizations (syringe exchange programs in urban settings) and recruitment and enrollment of participants aged 18-69 years served by these organizations in Atlanta, Los Angeles, and Las Vegas from 2019 to 2020. The recruited participants completed a survey, including a variety of measures to assess health (physical and mental) and health behaviors such as sexual behavior, vaccine receipt, and HIV/ hepatitis C virus infection testing. Additional items assessed drug use and misuse, syringe exchange and health service utilization, sex exchange, histories of interpersonal violence, and vaccine confidence. Results This protocol was successfully implemented despite challenges such as real-time technology issues and rapidly finding and surveying a difficult-to-reach population. We sampled 1127 unique participants (248 in Atlanta, 465 in Los Angeles, and 414 in Las Vegas). Conclusions The establishment and utilization of strong community partnerships enabled the rapid collection of data from a typically difficult-to-reach population. Local efforts such as these are needed to develop policies and practices that promote harm reduction among people who use opioids. International Registered Report Identifier (IRRID) RR1-10.2196/25575
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Affiliation(s)
- Paula M Frew
- University of Nevada Las Vegas School of Public Health, Las Vegas, NV, United States.,UNLV Population Health & Health Equity Initiative, Las Vegas, NV, United States
| | - Laura A Randall
- University of Nevada Las Vegas School of Public Health, Las Vegas, NV, United States.,UNLV Population Health & Health Equity Initiative, Las Vegas, NV, United States
| | - Adrian R King
- University of Nevada Las Vegas School of Public Health, Las Vegas, NV, United States.,UNLV Population Health & Health Equity Initiative, Las Vegas, NV, United States
| | - Jay T Schamel
- University of Nevada Las Vegas School of Public Health, Las Vegas, NV, United States.,UNLV Population Health & Health Equity Initiative, Las Vegas, NV, United States
| | - Anne C Spaulding
- Department of Epidemiology, Emory University School of Public Health, Atlanta, GA, United States
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- University of Nevada Las Vegas School of Public Health, Las Vegas, NV, United States.,UNLV Population Health & Health Equity Initiative, Las Vegas, NV, United States.,Department of Epidemiology, Emory University School of Public Health, Atlanta, GA, United States.,Department of Social Welfare, UCLA Luskin School of Public Affairs, Los Angeles, CA, United States
| | - Ian W Holloway
- Department of Social Welfare, UCLA Luskin School of Public Affairs, Los Angeles, CA, United States
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Marchetti Calônego MA, Sikandar S, Ferris FD, Moreira de Barros GA. Spread the Word: There Are Two Opioid Crises! Drugs 2021; 80:1147-1154. [PMID: 32533500 DOI: 10.1007/s40265-020-01342-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
Pain is associated with emotional and physical suffering that severely impacts quality of life. Many guidelines for the treatment of moderate to severe cancer pain indicate the use of opioids. For a small proportion of the global population, opioids are readily accessible, but are consequently also subject to risk of overuse and misuse. On the other hand, many regions provide limited access to licensed opioid therapeutics and patients struggle for better pain management. The use of prescription opioids for treatment of severe cancer and acute pain is well established, but opioid use in chronic non-cancer pain is controversial and not supported by the literature. The opioid crisis and the increasing overdose fatalities in some countries have resulted in a resurgence of opiophobia in these countries, but even worse, amplified opiophobia in countries with lower opioid consumption. In this narrative review, we highlight how the opioid crisis of overuse in some countries can negatively impact appropriate access to opioids elsewhere. The availability of opioids for clinical and recreational use differs between countries worldwide-this is an important factor in determining the occurrence of a 'crisis of recreational use of opioids' or a 'crisis of under-prescription of opioids' for pain management.
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Affiliation(s)
| | - Shafaq Sikandar
- William Harvey Research Institute, Barts, The London School of Medicine and Dentistry, Queen Mary University of London, London, UK
| | - Frank D Ferris
- Palliative Medicine, Research and Education, OhioHealth, Columbus, OH, USA
| | - Guilherme Antonio Moreira de Barros
- Anesthesiology Department, Medical School, Sao Paulo State University (UNESP), Av. Prof. Mario Rubens Guimaraes Montenegro, s/n, Botucatu, São Paulo, 18618687, Brazil.
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18
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Boretsky K, Mason K. In the Arms of Morpheus without Morphia; Mitigating the United States Opioid Epidemic by Decreasing the Surgical Use of Opioids. J Clin Med 2021; 10:1472. [PMID: 33918296 PMCID: PMC8038164 DOI: 10.3390/jcm10071472] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2021] [Revised: 03/25/2021] [Accepted: 03/25/2021] [Indexed: 01/21/2023] Open
Abstract
The opioid epidemic is a major public health issue in the United States. Exposure of opioid naïve-patients to opioids in the perioperative period is a well-documented source of continued use with one in 20 opioid-naïve surgical patients continuing to use opioids beyond 90 days. There is no association with magnitude of surgery, major versus minor, and the strongest predictor of continued use is surgical exposure. Causal factors include over reliance on opioids for intraoperative and postoperative analgesia and excessive ambulatory opioid prescribing. Opioid-induced hyperalgesia can paradoxically result from intraoperative (anesthesia controlled) opioid administration. Increasing size of initial prescription is a strong predictor of continued use necessitating procedure specific supplies limited to under 3-days. Alternative multimodal pain management (non-opioid medications and regional anesthesia) that limit opioid use must be a high priority with opioids reserved for severe breakthrough pain. Barriers to implementation of opioid-sparing pathways include reluctance to adopt protocols and apprehension about opioid elimination. Considering the number of surgeries performed annually in the United States, perioperative physicians must aggressively address modifiable factors in surgical patients. Patient care pathways need to be constructed collaboratively by surgeons and anesthesiologists with continuing feedback to optimize patient outcomes including iatrogenic opioid dependence.
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Affiliation(s)
- Karen Boretsky
- Department of Anesthesiology, Critical Care and Pain Medicine, Boston Children’s Hospital, 300 Longwood Avenue, Boston, MA 02115, USA;
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19
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Data Needs in Opioid Systems Modeling: Challenges and Future Directions. Am J Prev Med 2021; 60:e95-e105. [PMID: 33272714 PMCID: PMC8061725 DOI: 10.1016/j.amepre.2020.08.017] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/19/2020] [Revised: 08/05/2020] [Accepted: 08/17/2020] [Indexed: 12/21/2022]
Abstract
INTRODUCTION The opioid crisis is a pervasive public health threat in the U.S. Simulation modeling approaches that integrate a systems perspective are used to understand the complexity of this crisis and analyze what policy interventions can best address it. However, limitations in currently available data sources can hamper the quantification of these models. METHODS To understand and discuss data needs and challenges for opioid systems modeling, a meeting of federal partners, modeling teams, and data experts was held at the U.S. Food and Drug Administration in April 2019. This paper synthesizes the meeting discussions and interprets them in the context of ongoing simulation modeling work. RESULTS The current landscape of national-level quantitative data sources of potential use in opioid systems modeling is identified, and significant issues within data sources are discussed. Major recommendations on how to improve data sources are to: maintain close collaboration among modeling teams, enhance data collection to better fit modeling needs, focus on bridging the most crucial information gaps, engage in direct and regular interaction between modelers and data experts, and gain a clearer definition of policymakers' research questions and policy goals. CONCLUSIONS This article provides an important step in identifying and discussing data challenges in opioid research generally and opioid systems modeling specifically. It also identifies opportunities for systems modelers and government agencies to improve opioid systems models.
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Mason MJ, Coatsworth JD, Russell M, Khatri P, Bailey S, Moore M, Brown A, Zaharakis N, Trussell M, Stephens CJ, Wallis D, Hale C. Reducing Risk for Adolescent Substance Misuse with Text-Delivered Counseling to Adolescents and Parents. Subst Use Misuse 2021; 56:1247-1257. [PMID: 33985404 DOI: 10.1080/10826084.2021.1910709] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
Background: Text-delivered prevention programs provide unique opportunities to deliver substance use prevention interventions to at-risk populations. Methods: A pilot randomized controlled trial was conducted to test the feasibility, acceptability, and preliminary efficacy of a 4-week, automated personalized text-messaging prevention program, designed to reduce risk factors and increase protective factors associated with adolescent substance use and misuse. Sixty-nine adolescents were recruited from a Federally Qualified Health Care clinic and randomized to a text-delivered intervention, or a wait-list control condition. Simultaneously, fifty-two parents of adolescent participants were enrolled into a parenting skills text-delivered intervention. Participants completed a baseline assessment and three follow-up surveys over three-months. Adolescent saliva specimens for drug testing were collected. Results: All intervention-allocated adolescents implemented at least one of the text-based counseling recommendations and 79% indicated that they found the texts helpful. Significant intervention effects were found on risk and protective factors for substance misuse. Adolescents in the intervention group reported reduced depression symptoms (d = -.63) and anxiety symptoms (d = -.57). Relative to controls, adolescents in the intervention group maintained a higher quality of parental relationship (d = .41) and parenting skills (d = .51), suggesting a prophylactic effect. Marginal decrease in the odds of positive drug tests were found for youth in intervention group (77.1% decrease, p = 0.07) but not with controls (54.3% decrease, p = 0.42,). Conclusions: Results provide preliminary evidence in the feasibility, acceptability, and efficacy of targeting risk and protective factors that are implicated in substance use via text-delivered interventions for high-risk populations.
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Affiliation(s)
- Michael J Mason
- Center for Behavioral Health Research, College of Social Work, University of Tennessee, Knoxville, Tennessee, USA
| | - J Douglas Coatsworth
- Center for Behavioral Health Research, College of Social Work, University of Tennessee, Knoxville, Tennessee, USA
| | - Michael Russell
- Pennsylvania State University, State College, Pennsylvania, USA
| | | | | | - Matthew Moore
- University of South Florida, Tampa, South Florida, USA
| | - Aaron Brown
- Center for Behavioral Health Research, College of Social Work, University of Tennessee, Knoxville, Tennessee, USA
| | | | - Mikaela Trussell
- Center for Behavioral Health Research, College of Social Work, University of Tennessee, Knoxville, Tennessee, USA
| | - Chelsea Jewel Stephens
- Center for Behavioral Health Research, College of Social Work, University of Tennessee, Knoxville, Tennessee, USA
| | - Dorothy Wallis
- Center for Behavioral Health Research, College of Social Work, University of Tennessee, Knoxville, Tennessee, USA
| | - Christopher Hale
- Center for Behavioral Health Research, College of Social Work, University of Tennessee, Knoxville, Tennessee, USA
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Gress K, Charipova K, Jung JW, Kaye AD, Paladini A, Varrassi G, Viswanath O, Urits I. A comprehensive review of partial opioid agonists for the treatment of chronic pain. Best Pract Res Clin Anaesthesiol 2020; 34:449-461. [PMID: 33004158 DOI: 10.1016/j.bpa.2020.06.003] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2020] [Accepted: 06/25/2020] [Indexed: 12/26/2022]
Abstract
Chronic pain is a common condition that is being increasingly recognized, diagnosed, and treated in a variety of settings. Opioids can be used to treat chronic pain but at the cost of adverse effects and risk of dependence. Recently, there has been a movement to improve analgesic care in the setting of the opioid epidemic and the overprescribing of opioids, causing over-accessibility, dependence, and large numbers of overdose deaths. Opioid-specific receptors, including the μ, δ, κ, and opioid receptor like-1 (ORL-1) receptors, are each 7-transmembrane spanning proteins, which affect the G-protein and β-arrestin cascades. Each opioid class can act differently on the receptors, resulting in full, partial, or antagonizing effects. This comprehensive review looks at different agents in major classes, nonselective and mixed/partial agonists/antagonists, including the nonselective partial agonists, levorphanol and tramadol. Mixed partial agonists/antagonists include buprenorphine, pentazocine, nalbuphine, and butorphanol. Oliceridine is the only current selective partial agonist that agonizes specific pathways to promote analgesic effects and discourage adverse effects.
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Affiliation(s)
- Kyle Gress
- Georgetown University School of Medicine, Washington, DC, USA
| | | | - Jai Won Jung
- Georgetown University School of Medicine, Washington, DC, USA
| | - Alan D Kaye
- LSUSHC, Department of Anesthesiology, Shreveport, LA, USA
| | | | | | - Omar Viswanath
- Department MESVA, University of L'Aquila, L'Aquila, Italy; Valley Pain Consultants - Envision Physician Services, Phoenix, AZ, USA; University of Arizona College of Medicine-Phoenix, Department of Anesthesiology, Phoenix, AZ, USA; Creighton University School of Medicine, Department of Anesthesiology, Omaha, NE, USA
| | - Ivan Urits
- Beth Israel Deaconess Medical Center, Department of Anesthesia, Critical Care, and Pain Medicine, Harvard Medical School, Boston, MA, USA.
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Hong JS, Moran MT, Eaton LA, Grafton LM. Neurologic, Cognitive, and Behavioral Consequences of Opioid Overdose: a Review. CURRENT PHYSICAL MEDICINE AND REHABILITATION REPORTS 2019. [DOI: 10.1007/s40141-019-00247-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
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