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Campbell G, Larance B. Commentary on Yang et al.: The need for a renewed focus on identifying and responding to chronic pain among people with substance use disorders. Addiction 2024. [PMID: 39177047 DOI: 10.1111/add.16654] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/31/2024] [Accepted: 08/01/2024] [Indexed: 08/24/2024]
Affiliation(s)
- Gabrielle Campbell
- National Centre for Youth Substance Use Research, School of Psychology, University of Queensland, St Lucia, Australia
- National Drug and Alcohol Research Centre, UNSW Sydney, Sydney, Australia
| | - Briony Larance
- School of Psychology, University of Wollongong, Wollongong, Australia
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2
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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.
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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
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3
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Summit AG, Chen C, Pettersson E, Boersma K, D’Onofrio BM, Lichtenstein P, Quinn PD. Preliminary Validation of a General Factor Model of Chronic Overlapping Pain Conditions. THE JOURNAL OF PAIN 2024; 25:104502. [PMID: 38417595 PMCID: PMC11283990 DOI: 10.1016/j.jpain.2024.02.016] [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: 08/17/2023] [Revised: 01/25/2024] [Accepted: 02/19/2024] [Indexed: 03/01/2024]
Abstract
Chronic overlapping pain conditions (COPCs) by definition, frequently co-occur, perhaps reflecting their shared etiologies. Their overlapping nature presents a methodological challenge, possibly masking associations between COPCs and health outcomes attributable to either general or specific processes. To address this challenge, we used population-based cohort data to evaluate the predictive validity of a bifactor model of 9 self-reported COPCs by assessing its association with incident pain-related clinical diagnoses; pain-relevant pharmacotherapy; and other health outcomes. We obtained data from a 2005 to 2006 study of Swedish adult twins linked with health data from nationwide registers through 2016 (N = 25,418). We then fit a bifactor model comprising a general COPC factor and 2 independent specific factors measuring pain-related somatic symptoms and neck and shoulder pain. Accounting for age, biological sex, and cancer, the general factor was associated with increased risk of all pain-related outcomes (eg, COPC diagnosis adjusted odds ratio [aOR], 1.71; 95% confidence interval [1.62, 1.81]), most mental health-related outcomes (eg, depression aOR, 1.72 [1.60, 1.85]), and overdose and mortality (eg, all-cause mortality aOR, 1.25 [1.09, 1.43]). The somatic symptoms specific factor was associated with pain-relevant pharmacotherapy (eg, prescribed opioids aOR, 1.25 [1.15, 1.36]), most mental health-related outcomes (eg, depression aOR, 1.95 [1.70, 2.23]), and overdose (eg, nonfatal overdose aOR, 1.66 [1.31, 2.10]). The neck and shoulder pain-specific factor was weakly and inconsistently associated with the outcomes. Findings provide initial support for the validity and utility of a general-factor model of COPCs as a tool to strengthen understanding of co-occurrence, etiology, and consequences of chronic pain. PERSPECTIVE: This article presents associations between a novel measurement model of COPCs and various health outcomes. Findings provide support for measuring pain across multiple domains rather than only measuring pain specific to one physical location in both research and clinical contexts.
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Affiliation(s)
- Alynna G. Summit
- Department of Applied Health Science, School of Public Health, Indiana University, 1025 E. 7 Street, Bloomington, IN, 47405, USA
| | - Cen Chen
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, SE-171 77 Stockholm, Sweden
| | - Erik Pettersson
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, SE-171 77 Stockholm, Sweden
| | - Katja Boersma
- Center for Health and Medical Psychology (CHAMP), School of Law, Psychology and Social Work, Örebro University, SE-701 82 Örebro, Sweden
| | - Brian M. D’Onofrio
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, SE-171 77 Stockholm, Sweden
- Department of Psychological and Brain Sciences, Indiana University, 1101 E. 10 Street, Bloomington, IN, 47405 USA
| | - Paul Lichtenstein
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, SE-171 77 Stockholm, Sweden
| | - Patrick D. Quinn
- Department of Applied Health Science, School of Public Health, Indiana University, 1025 E. 7 Street, Bloomington, IN, 47405, USA
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Kee C, Schenker ML, Moran TP, Matthie NS, Giordano NA. Emergency department encounters and opioid prescribing following orthopaedic trauma among Black and White patients with substance use disorders. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2024; 166:209455. [PMID: 39067767 DOI: 10.1016/j.josat.2024.209455] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/13/2023] [Revised: 06/21/2024] [Accepted: 07/11/2024] [Indexed: 07/30/2024]
Abstract
INTRODUCTION Patients living with substance use disorder (SUD) have complex pain management needs, which may be mismanaged during hospital admission. Ineffectively managed pain following orthopaedic trauma, influenced by clinician biases related to race or SUD diagnosis, may subject patients to worse pain outcomes and subsequent emergency department (ED) encounters. This study examined ED encounters and opioid prescribing for pain-related complaints following orthopaedic trauma, among patients with SUD who identify as Black or African American relative to White patients. METHODS This retrospective analysis included 1089 patients with a SUD diagnosis discharged from a Level I trauma center, following hospitalization for orthopaedic injuries, between 2016 and 2021. Multivariable regressions assessed the associations among race, opioid prescribing, and ED encounters within 90 days for pain-related care. RESULTS Among the 1089 patients included in the sample, the proportion of individuals with an ED encounter within 90 days for pain-related care was 12.4 % and 4.5 % for Black and White patients, respectively (odds ratio [OR] = 3.0, p < .001). When adjusting for injury severity and demographics, the difference in ED encounters between Black and White patients remained significant (OR = 2.8, p = .002). Opioid prescription doses did not statistically differ by race. CONCLUSIONS The difference in ED encounters between Black and White patients with SUDs following orthopaedic trauma may indicate a need to optimize pain management prior to initial discharge and improve post-injury care.
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Affiliation(s)
- Caroline Kee
- Duke University School of Nursing, 207 Trent Dr, Durham, NC 27710, United States of America.
| | - Mara L Schenker
- Emory University School of Medicine, 101 Woodruff Cir, Atlanta, GA 30322, United States of America.
| | - Tim P Moran
- Department of Emergency Medicine, Emory University School of Medicine, United States of America.
| | - Nadine S Matthie
- Nell Hodgson Woodruff School of Nursing, 1520 Clifton Rd, Atlanta, GA 30322, United States of America.
| | - Nicholas A Giordano
- Nell Hodgson Woodruff School of Nursing, 1520 Clifton Rd, Atlanta, GA 30322, United States of America.
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Leyde S, Price CJ, Colgan DD, Pike KC, Tsui JI, Merrill JO. Mental Health Distress Is Associated With Higher Pain Interference in Patients With Opioid Use Disorder Stabilized on Buprenorphine or Methadone. SUBSTANCE USE & ADDICTION JOURNAL 2024; 45:423-433. [PMID: 38327009 PMCID: PMC11221630 DOI: 10.1177/29767342241227402] [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] [Indexed: 02/09/2024]
Abstract
BACKGROUND The relationships between opioid use disorder (OUD), chronic pain, and mental health distress are complex and multidirectional. The objective of this exploratory study was to examine the relationship between mental health conditions and Chronic pain severity and interference among patients stabilized on either buprenorphine or methadone. METHODS We report baseline data from a randomized trial of a mind-body intervention conducted at 5 outpatient clinics that provided either buprenorphine or methadone treatment. Validated scales were used to measure substance use, mental health distress, and pain severity and interference. Statistical analyses examined the relationship between mental health conditions and pain severity and interference. RESULTS Of 303 participants, 57% (n = 172) reported Chronic pain. A total of 88% (n = 268) were prescribed buprenorphine. Mental health conditions were common, with one-quarter of the sample screening positive for all 3 mental health conditions (anxiety, depression, and posttraumatic stress disorder [PTSD]). Compared to participants without Chronic pain, participants with Chronic pain were more likely to screen positive for moderate-severe anxiety (47% vs 31%); moderate-severe depression (54% vs 41%); and the combination of anxiety, depression, and PTSD (31% vs 18%). Among participants with Chronic pain, mental health conditions were associated with higher pain interference. Pain severity was higher among participants with mental health conditions, but only reached statistical significance for depression. Pain interference scores increased with a higher number of co-occurring mental health conditions. CONCLUSIONS Among individuals stabilized on either buprenorphine or methadone, highly symptomatic and comorbid mental health distress is common and is associated with increased pain interference. Adequate screening for, and treatment of, mental health conditions in patients with OUD and Chronic pain is needed.
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Affiliation(s)
- Sarah Leyde
- Department of Medicine, University of Washington School of Medicine, Seattle, WA, USA
| | - Cynthia J. Price
- Department of Biobehavioral Nursing and Health Informatics, University of Washington, Seattle, WA, USA
| | - Dana D. Colgan
- Department of Neurology, Oregon Health & Science University, Portland, OR, USA
- Helfgott Research Institute, National University of Natural Medicine, Portland, OR, USA
| | - Kenneth C. Pike
- Department of Child, Family and Population Health Nursing, University of Washington, Seattle, WA, USA
| | - Judith I. Tsui
- Department of Medicine, University of Washington School of Medicine, Seattle, WA, USA
| | - Joseph O. Merrill
- Department of Medicine, University of Washington School of Medicine, Seattle, WA, USA
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Rodríguez MN, Colgan DD, Leyde S, Pike K, Merrill JO, Price CJ. Trauma exposure across the lifespan among individuals engaged in treatment with medication for opioid use disorder: differences by gender, PTSD status, and chronic pain. Subst Abuse Treat Prev Policy 2024; 19:25. [PMID: 38702783 PMCID: PMC11067259 DOI: 10.1186/s13011-024-00608-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2023] [Accepted: 04/22/2024] [Indexed: 05/06/2024] Open
Abstract
BACKGROUND There is little study of lifetime trauma exposure among individuals engaged in medication treatment for opioid use disorder (MOUD). A multisite study provided the opportunity to examine the prevalence of lifetime trauma and differences by gender, PTSD status, and chronic pain. METHODS A cross-sectional study examined baseline data from participants (N = 303) enrolled in a randomized controlled trial of a mind-body intervention as an adjunct to MOUD. All participants were stabilized on MOUD. Measures included the Trauma Life Events Questionnaire (TLEQ), the Brief Pain Inventory (BPI), and the Posttraumatic Stress Disorder Checklist (PCL-5). Analyses involved descriptive statistics, independent sample t-tests, and linear and logistic regression. RESULTS Participants were self-identified as women (n = 157), men (n = 144), and non-binary (n = 2). Fifty-seven percent (n = 172) self-reported chronic pain, and 41% (n = 124) scored above the screening cut-off for PTSD. Women reported significantly more intimate partner violence (85%) vs 73%) and adult sexual assault (57% vs 13%), while men reported more physical assault (81% vs 61%) and witnessing trauma (66% vs 48%). Men and women experienced substantial childhood physical abuse, witnessed intimate partner violence as children, and reported an equivalent exposure to accidents as adults. The number of traumatic events predicted PTSD symptom severity and PTSD diagnostic status. Participants with chronic pain, compared to those without chronic pain, had significantly more traumatic events in childhood (85% vs 75%). CONCLUSION The study found a high prevalence of lifetime trauma among people in MOUD. Results highlight the need for comprehensive assessment and mental health services to address trauma among those in MOUD treatment. TRIAL REGISTRATION NCT04082637.
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Affiliation(s)
- Monique N Rodríguez
- Department of Individual, Family, and Community Education, University of New Mexico USA, Simpson Hall MSC053042, 502 Campus, Blvd, Albuquerque, NM, 87131, USA
| | - Dana D Colgan
- Department of Neurology, Oregon Health and Science University USA, 3818 SW Sam Jackson Parkway, Portland, OR, 97229, USA
- Helfgott Research Center, National University of Natural Medicine USA, Portland, USA
| | - Sarah Leyde
- School of Medicine, University of Washington, Seattle, WA, 98104, USA
| | - Kenneth Pike
- Department of Child Family and Population Health Nursing, University of Washington USA, Seattle, USA
| | - Joseph O Merrill
- School of Medicine, University of Washington, Seattle, WA, 98104, USA
| | - Cynthia J Price
- Department of Biobehavioral Nursing and Health Informatics, University of WA, Seattle, USA.
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Farrior H, Teitelbaum S, Phalin B, Janner A, Solomon L, Mathias K, Hunt J, Boissoneault J, Lewis B. Pain Predicts Dropout From Substance Use Treatment. J Stud Alcohol Drugs 2024; 85:381-388. [PMID: 38206669 PMCID: PMC11095491 DOI: 10.15288/jsad.23-00099] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Accepted: 12/12/2023] [Indexed: 01/12/2024] Open
Abstract
OBJECTIVE This project aimed to characterize the relationship between physical pain experienced at time of entry to residential treatment for substance use disorders (SUDs) and the frequency of treatment dropout. We hypothesized that both endorsement of recent pain and higher magnitude of endorsed pain intensity would be associated with higher dropout rates. We further hypothesized that these effects would be exacerbated among patients with opioid use disorder (OUD). METHOD Participants included 1,095 individuals in residential treatment for SUD. Data were collected within 24 hours of treatment entry. Analyses were conducted using logistic regression with dropout as the dependent variable. Dropout was operationally defined as leaving treatment against medical advice or being discharged from treatment because of use of substances. Pain (including endorsement and intensity) was the primary independent variable in all analyses. Analyses included demographic and affective covariates and included both main effects of OUD and interaction terms between OUD and pain. RESULTS Pain endorsement was associated with greater frequency of dropout (odds ratio [OR] = 1.49, p = .04). Higher levels of pain intensity predicted increased rates of dropout (OR = 1.13, p < .01). In contrast with our hypothesis, no interactions between OUD and pain were observed. CONCLUSIONS These results underscore the import of integrating pain monitoring and pain interventions as core components of treatment for SUD. Our findings are highly consistent with a growing literature recognizing the impact of pain across a constellation of important treatment outcomes and provide novel data strongly suggesting that pain predicts early cessation of treatment.
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Affiliation(s)
- Hugh Farrior
- Department of Psychiatry, University of Florida, Gainesville, Florida
- Department of Psychology, University of Florida, Gainesville, Florida
| | - Scott Teitelbaum
- Department of Psychiatry, University of Florida, Gainesville, Florida
| | - Ben Phalin
- Department of Psychiatry, University of Florida, Gainesville, Florida
| | - Amanda Janner
- Department of Psychiatry, University of Florida, Gainesville, Florida
| | - Laurie Solomon
- Department of Psychiatry, University of Florida, Gainesville, Florida
| | - Kent Mathias
- Department of Psychiatry, University of Florida, Gainesville, Florida
| | - Jason Hunt
- Department of Psychiatry, University of Florida, Gainesville, Florida
| | - Jeff Boissoneault
- Department of Anesthesiology, University of Minnesota, Minneapolis, Minnesota
| | - Ben Lewis
- Department of Psychiatry, University of Florida, Gainesville, Florida
- Department of Psychology, University of Florida, Gainesville, Florida
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Rossi R, Cutter CJ, Beitel M, Covelli M, Fiellin DA, Kerns RD, Vassilieva S, Olabisi D, Barry DT. Stepped Care for Patients to Optimize Whole Recovery (SC-POWR): An Effectiveness Trial Evaluating a Stepped Care Model for Individuals With Opioid Use Disorder and Chronic Pain. SUBSTANCE USE & ADDICTION JOURNAL 2024:29767342241245095. [PMID: 38606900 DOI: 10.1177/29767342241245095] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/13/2024]
Abstract
Many patients who receive treatment for opioid use disorder (OUD) report experiencing chronic pain (CP), which is associated with high levels of ongoing nonmedical opioid use and low retention in OUD treatment. In pilot studies of patients with OUD receiving buprenorphine or methadone who had CP, cognitive behavioral therapy (CBT) attenuated nonmedical opioid use compared with treatment-as-usual (TAU), but patients in both treatment arms exhibited similar pain improvements. Adding exercise and stress reduction to this model may augment pain-related outcomes. With funding from National Institutes of Health, we plan to conduct a randomized clinical trial of 316 patients with OUD and CP to test the effectiveness of TAU compared with Stepped Care for Patients to Optimize Whole Recovery (SC-POWR) to reduce nonmedical opioid use and pain (primary outcomes) (Aim 1) and decrease pain intensity and interference, alcohol use, anxiety, depression and stress, and improve sleep (secondary outcomes) (Aim 2). Eligible participants will be randomized to receive TAU (buprenorphine or methadone and at least once a month individual or group counseling) or SC-POWR (ie, TAU and up to 12 CBT sessions) for 24 weeks. Based on prespecified nonresponse criteria, SC-POWR may be stepped up at week 6 to receive onsite weekly group sessions of exercise (Wii Fit, Tai Chi) and "stepped up" again at week 15 to receive weekly group sessions of stress reduction (relaxation training, auricular acupuncture). They will be followed for another 24 weeks to evaluate durability of treatment response for illicit opioid use, alcohol use, pain, anxiety, depression, stress, sleep, and retention in medications for OUD (Aim 3).
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Affiliation(s)
- Raiza Rossi
- Internal Medicine, Yale School of Medicine, New Haven, CT, USA
| | - Christopher J Cutter
- Yale Child Study Center, New Haven, CT, USA
- Yale Program in Addiction Medicine, Yale School of Medicine, New Haven, CT, USA
| | | | | | - David A Fiellin
- Internal Medicine, Yale School of Medicine, New Haven, CT, USA
- Yale Program in Addiction Medicine, Yale School of Medicine, New Haven, CT, USA
- Department of Emergency Medicine, Yale School of Medicine, New Haven, CT, USA
- Department of Health Policy and Management, Yale School of Public Health, New Haven, CT, USA
| | - Robert D Kerns
- Yale Program in Addiction Medicine, Yale School of Medicine, New Haven, CT, USA
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA
| | - Svetlana Vassilieva
- Internal Medicine, Yale School of Medicine, New Haven, CT, USA
- Yale Program in Addiction Medicine, Yale School of Medicine, New Haven, CT, USA
| | | | - Declan T Barry
- Yale Child Study Center, New Haven, CT, USA
- Yale Program in Addiction Medicine, Yale School of Medicine, New Haven, CT, USA
- APT Foundation, New Haven, CT, USA
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA
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Chhabra N, Smith D, Pachwicewicz P, Lin Y, Bhalla S, Maloney CM, Blue M, Lee P, Sharma B, Afshar M, Karnik NS. Performance of International Classification of Disease-10 codes in detecting emergency department patients with opioid misuse. Addiction 2024; 119:766-771. [PMID: 38011858 PMCID: PMC11162597 DOI: 10.1111/add.16394] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/23/2023] [Accepted: 10/17/2023] [Indexed: 11/29/2023]
Abstract
BACKGROUND AND AIMS Accurate case discovery is critical for disease surveillance, resource allocation and research. International Classification of Disease (ICD) diagnosis codes are commonly used for this purpose. We aimed to determine the sensitivity, specificity and positive predictive value (PPV) of ICD-10 codes for opioid misuse case discovery in the emergency department (ED) setting. DESIGN AND SETTING Retrospective cohort study of ED encounters from January 2018 to December 2020 at an urban academic hospital in the United States. A sample of ED encounters enriched for opioid misuse was developed by oversampling ED encounters with positive urine opiate screens or pre-existing opioid-related diagnosis codes in addition to other opioid misuse risk factors. CASES A total of 1200 randomly selected encounters were annotated by research staff for the presence of opioid misuse within health record documentation using a 5-point scale for likelihood of opioid misuse and dichotomized into cohorts of opioid misuse and no opioid misuse. MEASUREMENTS Using manual annotation as ground truth, the sensitivity and specificity of ICD-10 codes entered during the encounter were determined with PPV adjusted for oversampled data. Metrics were also determined by disposition subgroup: discharged home or admitted. FINDINGS There were 541 encounters annotated as opioid misuse and 617 with no opioid misuse. The majority were males (54.4%), average age was 47 years and 68.5% were discharged directly from the ED. The sensitivity of ICD-10 codes was 0.56 (95% confidence interval [CI], 0.51-0.60), specificity 0.99 (95% CI, 0.97-0.99) and adjusted PPV 0.78 (95% CI, 0.65-0.92). The sensitivity was higher for patients discharged from the ED (0.65; 95% CI, 0.60-0.69) than those admitted (0.31; 95% CI, 0.24-0.39). CONCLUSIONS International Classification of Disease-10 codes appear to have low sensitivity but high specificity and positive predictive value in detecting opioid misuse among emergency department patients in the United States.
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Affiliation(s)
- Neeraj Chhabra
- Division of Medical Toxicology, Department of Emergency Medicine, Cook County Health, Chicago, Illinois, USA
- Department of Emergency Medicine, Rush Medical College, Rush University, Chicago, Illinois, USA
| | - Dale Smith
- Addiction Data Science Laboratory, Department of Psychiatry and Behavioral Science, Rush University Medical Center, Chicago, Illinois, USA
- Institute for Juvenile Research, Department of Psychiatry, University of Illinois Chicago, Chicago, Illinois, USA
| | - Paul Pachwicewicz
- Addiction Data Science Laboratory, Department of Psychiatry and Behavioral Science, Rush University Medical Center, Chicago, Illinois, USA
| | - Yiqi Lin
- Rush Medical College, Rush University, Chicago, Illinois, USA
| | - Sameer Bhalla
- Department of Medicine, Rush Medical College, Rush University, Chicago, Illinois, USA
| | | | - Mennefer Blue
- Addiction Data Science Laboratory, Department of Psychiatry and Behavioral Science, Rush University Medical Center, Chicago, Illinois, USA
| | - Power Lee
- Rush Medical College, Rush University, Chicago, Illinois, USA
| | - Brihat Sharma
- Addiction Data Science Laboratory, Department of Psychiatry and Behavioral Science, Rush University Medical Center, Chicago, Illinois, USA
| | - Majid Afshar
- Department of Medicine, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Niranjan S. Karnik
- Institute for Juvenile Research, Department of Psychiatry, University of Illinois Chicago, Chicago, Illinois, USA
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10
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Hurlocker MC, Kirouac M, Gillezeau C, Hijaz D, Moniz-Lewis DI, Carlon H, Coleman GC, Ilgen M, Pearson MR, Vowles K, Witkiewitz K. Study Protocol for the Healing Opioid Misuse and Pain Through Engagement Trial: Integrated Treatment for Individuals With Co-occurring Chronic Pain and Opioid Use Disorder. SUBSTANCE USE & ADDICTION JOURNAL 2024:29767342241228126. [PMID: 38294429 PMCID: PMC11289162 DOI: 10.1177/29767342241228126] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/01/2024]
Abstract
Chronic pain and opioid use disorder (OUD) are public health crises and their co-occurrence has led to further complications and public health impacts. Provision of treatments for comorbid chronic pain and OUD is paramount to address these public health crises. Medications for OUD (MOUD) are gold standard treatments for OUD that have also demonstrated benefit in pain management. However, clinics that provide MOUD for chronic pain or OUD often lack behavioral treatments to address the challenges experienced by individuals with both conditions. Developing and implementing a behavioral treatment that complements MOUD may better equip clinics to provide comprehensive care to the growing proportion of clients who present with comorbid chronic pain and OUD. In the Healing Opioid misuse and Pain through Engagement (HOPE) Trial, we are using an effectiveness-implementation hybrid design to examine the benefits of an integrated behavioral treatment and to determine the feasibility of implementing the integrated treatment into clinics that provide MOUD. The treatment integrated 2 evidence-based treatments-Acceptance and Commitment Therapy and Mindfulness-Based Relapse Prevention-to target the emotional, behavioral, and physiological sequelae of OUD and chronic pain. Implementation feasibility will include assessing changes in implementation readiness and identifying facilitators and barriers to implementing the integrated treatment among all personnel employed in clinics that provide MOUD. This commentary offers an overview of the study and design and details adaptations we made to our study protocol, based largely on clinic personnel time constraints and variable clinic procedures during the COVID-19 pandemic.
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Affiliation(s)
- Margo C. Hurlocker
- Department of Psychology, Center on Alcohol, Substance use, And Addictions, University of New Mexico
| | - Megan Kirouac
- Department of Psychology, Center on Alcohol, Substance use, And Addictions, University of New Mexico
| | - Christina Gillezeau
- Department of Psychology, Center on Alcohol, Substance use, And Addictions, University of New Mexico
| | - Donia Hijaz
- Department of Psychology, Center on Alcohol, Substance use, And Addictions, University of New Mexico
| | - David I.K. Moniz-Lewis
- Department of Psychology, Center on Alcohol, Substance use, And Addictions, University of New Mexico
| | - Hannah Carlon
- Department of Psychology, Center on Alcohol, Substance use, And Addictions, University of New Mexico
| | - G. Cameron Coleman
- Department of Psychiatry, Michigan Medicine Addiction Treatment Services, University of Michigan
| | - Mark Ilgen
- Department of Psychiatry, Michigan Medicine Addiction Treatment Services, University of Michigan
- Research Career Scientist, VA Center for Clinical Management Research (CCMR), Department of Veterans Affairs
| | - Matthew R. Pearson
- Department of Psychology, Center on Alcohol, Substance use, And Addictions, University of New Mexico
| | - Kevin Vowles
- School of Psychology, Queen’s University Belfast & Belfast Centre for Pain Rehabilitation, Belfast Health and Social Care Trust
| | - Katie Witkiewitz
- Department of Psychology, Center on Alcohol, Substance use, And Addictions, University of New Mexico
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Rodríguez MN, Colgan DD, Leyde S, Pike K, Merrill JO, Price CJ. Trauma Exposure Across the Lifespan among Individuals Engaged in Treatment with Medication for Opioid Use Disorder: Differences by Gender, PTSD Status, and Chronic Pain. RESEARCH SQUARE 2023:rs.3.rs-3750143. [PMID: 38196650 PMCID: PMC10775379 DOI: 10.21203/rs.3.rs-3750143/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/11/2024]
Abstract
Background There is little study of lifetime trauma exposure among individuals engaged in medication treatment for opioid use disorder (MOUD). A multisite study provided the opportunity to examine the prevalence of lifetime trauma and differences by gender, PTSD status, and chronic pain. Methods A cross-sectional study examined baseline data from participants (N = 303) enrolled in a randomized controlled trial of a mind-body intervention as an adjunct to MOUD. All participants were stabilized on MOUD. Measures included the Trauma Life Events Questionnaire (TLEQ), the Brief Pain Inventory (BPI), and the Posttraumatic Stress Disorder Checklist (PCL-5). Analyses involved descriptive statistics, independent sample t-tests, and linear and logistic regression. Results Participants were self-identified as women (n = 157), men (n = 144), and non-binary (n = 2). Fifty-seven percent (n = 172) self-reported chronic pain, and 41% (n = 124) scored above the screening cut-off for PTSD. Women reported significantly more intimate partner violence (85%) vs 73%) and adult sexual assault (57% vs 13%), while men reported more physical assault (81% vs 61%) and witnessing trauma (66% vs 48%). Men and women experienced substantial childhood physical abuse, witnessed intimate partner violence as children, and reported an equivalent exposure to accidents as adults. The number of traumatic events predicted PTSD symptom severity and PTSD diagnostic status. Participants with chronic pain, compared to those without chronic pain, had significantly more traumatic events in childhood (85% vs 75%). Conclusions The study found a high prevalence of lifetime trauma among people in MOUD. Results highlight the need for comprehensive assessment and mental health services to address trauma among those in MOUD treatment. Trial Registration NCT04082637.
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Castellanos S, Cooke A, Koenders S, Joshi N, Miaskowski C, Kushel M, Knight KR. Accounting for the interplay of interpersonal and structural trauma in the treatment of chronic non-cancer pain, opioid use disorder, and mental health in urban safety-net primary care clinics. SSM - MENTAL HEALTH 2023; 4:100243. [PMID: 38464953 PMCID: PMC10923552 DOI: 10.1016/j.ssmmh.2023.100243] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/12/2024] Open
Abstract
While the epidemiological literature recognizes associations between chronic non-cancer pain (CNCP), opioid use disorder (OUD), and interpersonal trauma stemming from physical, emotional, sexual abuse or neglect, the complex etiologies and interplay between interpersonal and structural traumas in CNCP populations are underexamined. Research has documented the relationship between experiencing multiple adverse childhood experiences (ACEs) and the likelihood of developing an OUD as an adult. However, the ACEs framework is criticized for failing to name the social and structural contexts that shape ACE vulnerabilities in families. Social scientific theory and ethnographic methods offer useful approaches to explore how interpersonally- and structurally-produced traumas inform the experiences of co-occurring CNCP, substance use, and mental health. We report findings from a qualitative and ethnographic longitudinal cohort study of patients with CNCP (n = 48) who received care in safety-net settings and their primary care providers (n = 23). We conducted semi-structured interviews and clinical and home-based participant observation from 2018 to 2020. Here we focus our analyses on how patients and providers explained and situated the role of patient trauma in the larger clinical context of reductions in opioid prescribing to highlight the political landscape of the United States opioid overdose crisis and its impact on clinical interactions. Findings reveal the disproportionate burden structurally-produced, racialized trauma places on CNCP, substance use and mental health symptoms that shapes patients' embodied experiences of pain and substance use, as well as their emotional experiences with their providers. Experiences of trauma impacted clinical care trajectories, yet providers and patients expressed limited options for redress. We argue for an adaptation of trauma-informed care approaches that contextualize the structural determinants of trauma and their interplay with interpersonal experiences to improve clinical care outcomes.
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Affiliation(s)
- Stacy Castellanos
- Department of Humanities and Social Sciences, School of Medicine, University of California - San Francisco, 490 Illinois Street, 7th Floor, San Francisco, CA, 94143-0850, United States
| | - Alexis Cooke
- Department of Community Health Systems, School of Nursing, University of California - San Francisco, 2 Koret Way, N505, San Francisco, CA, 94143-0608, United States
| | - Sedona Koenders
- Department of Humanities and Social Sciences, School of Medicine, University of California - San Francisco, 490 Illinois Street, 7th Floor, San Francisco, CA, 94143-0850, United States
| | - Neena Joshi
- Department of Humanities and Social Sciences, School of Medicine, University of California - San Francisco, 490 Illinois Street, 7th Floor, San Francisco, CA, 94143-0850, United States
| | - Christine Miaskowski
- Department of Physiological Nursing, School of Nursing, University of California - San Francisco, 2 Koret Way, 631, San Francisco, CA, 94143-0610, United States
| | - Margot Kushel
- Center for Vulnerable Populations at Zuckerberg San Francisco General Hospital and Trauma Center, Department of Medicine, School of Medicine, University of California -San Francisco, UCSF Box 1339, San Francisco, CA, 94143-0608, United States
| | - Kelly Ray Knight
- Department of Humanities and Social Sciences, School of Medicine, University of California - San Francisco, 490 Illinois Street, 7th Floor, San Francisco, CA, 94143-0850, United States
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Rubenstein D, McClernon FJ, Powers JM, Aston ER, Keefe FJ, Sweitzer MM. Pain is associated with exclusive use and co-use of tobacco and cannabis: Findings from Wave 5 (2018-2019) of the Population Assessment of Tobacco and Health Study. Addict Behav 2023; 146:107814. [PMID: 37499280 PMCID: PMC10460575 DOI: 10.1016/j.addbeh.2023.107814] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2023] [Revised: 07/14/2023] [Accepted: 07/23/2023] [Indexed: 07/29/2023]
Abstract
INTRODUCTION Rates of tobacco and cannabis use are disproportionately high among individuals with pain, and evidence suggests that pain may engender greater likelihood of substance co-use, yielding additive risk. This study examined national associations of pain with past-month tobacco use, cannabis use, and co-use of tobacco and cannabis. METHODS Data came from a nationally representative US sample of adults in Wave 5 (2018-2019) of the Population Assessment of Tobacco and Health study (N = 32,014). The sample included civilian, non-institutionalized people who use tobacco and people who do not use tobacco. Past-week pain intensity (0-10) was dichotomized (0-4 no/low pain; 5-10 moderate/severe pain). Multinomial models adjusted for demographics examined substance use category membership (no tobacco or cannabis use, exclusive cannabis use, exclusive tobacco use, co-use) as a function of pain status. RESULTS Moderate/severe pain was associated with increased relative risk of exclusive tobacco use (RRR [CI] 2.26 [2.05, 2.49], p <.001), exclusive cannabis use (1.49 [1.22, 1.82], p <.001), and co-use of tobacco and cannabis (2.79 [2.51, 3.10], p <.001), in comparison to no tobacco or cannabis use. Additionally, moderate/severe pain was associated with increased risk of co-use compared to exclusive tobacco use (1.23 [1.11, 1.37], p <.001) and exclusive cannabis use (1.88 [1.54, 2.29], p <.001). DISCUSSION Findings suggest that not only is pain independently associated with greater risk of exclusively using tobacco or cannabis, but pain is also associated with heightened risk of co-using both products. Future work should examine the dynamic and potentially bidirectional relationships between pain and use of cannabis and tobacco.
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Affiliation(s)
- Dana Rubenstein
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC 27705, United States; Clinical and Translational Science Institute, Duke University School of Medicine, Durham, NC 27705, United States.
| | - F Joseph McClernon
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC 27705, United States; Clinical and Translational Science Institute, Duke University School of Medicine, Durham, NC 27705, United States
| | - Jessica M Powers
- Department of Psychology, Syracuse University, Syracuse, NY 13244, United States
| | - Elizabeth R Aston
- Center for Alcohol and Addiction Studies, Brown University School of Public Health, Providence, RI 02903, United States; Department of Behavioral and Social Sciences, Brown University School of Public Health, Providence, RI 02903, United States
| | - Francis J Keefe
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC 27705, United States
| | - Maggie M Sweitzer
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC 27705, United States
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14
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Bhondoekhan F, Marshall BDL, Shireman TI, Trivedi AN, Merlin JS, Moyo P. Racial and Ethnic Differences in Receipt of Nonpharmacologic Care for Chronic Low Back Pain Among Medicare Beneficiaries With OUD. JAMA Netw Open 2023; 6:e2333251. [PMID: 37698860 PMCID: PMC10498328 DOI: 10.1001/jamanetworkopen.2023.33251] [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: 05/01/2023] [Accepted: 08/03/2023] [Indexed: 09/13/2023] Open
Abstract
Importance Nonpharmacologic treatments are important for managing chronic pain among persons with opioid use disorder (OUD), for whom opioid and other pharmacologic therapies may be particularly harmful. Racial and ethnic minority individuals with chronic pain and OUD are vulnerable to suboptimal pain management due to systemic inequities and structural racism, highlighting the need to understand their receipt of guideline-recommended nonpharmacologic pain therapies, including physical therapy (PT) and chiropractic care. Objective To assess differences across racial and ethnic groups in receipt of PT or chiropractic care for chronic low back pain (CLBP) among persons with comorbid OUD. Design, Setting, and Participants This retrospective cohort study used a 20% random sample of national Medicare administrative data from January 1, 2016, to December 31, 2018, to identify fee-for-service community-dwelling beneficiaries with a new episode of CLBP and comorbid OUD. Data were analyzed from March 1, 2022, to July 30, 2023. Exposures Race and ethnicity as a social construct, categorized as American Indian or Alaska Native, Asian or Pacific Islander, Black or African American, Hispanic, non-Hispanic White, and unknown or other. Main Outcomes and Measures The main outcomes were receipt of PT or chiropractic care within 3 months of CLBP diagnosis. The time (in days) to receiving these treatments was also assessed. Results Among 69 362 Medicare beneficiaries analyzed, the median age was 60.0 years (IQR, 51.5-68.7 years) and 42 042 (60.6%) were female. A total of 745 beneficiaries (1.1%) were American Indian or Alaska Native; 444 (0.6%), Asian or Pacific Islander; 9822 (14.2%), Black or African American; 4124 (5.9%), Hispanic; 53 377 (77.0%); non-Hispanic White; and 850 (1.2%), other or unknown race. Of all beneficiaries, 7104 (10.2%) received any PT or chiropractic care 3 months after a new CLBP episode. After adjustment, Black or African American (adjusted odds ratio, 0.46; 95% CI, 0.39-0.55) and Hispanic (adjusted odds ratio, 0.54; 95% CI, 0.43-0.67) persons had lower odds of receiving chiropractic care within 3 months of CLBP diagnosis compared with non-Hispanic White persons. Median time to chiropractic care was longest for American Indian or Alaska Native (median, 8.5 days [IQR, 0-44.0 days]) and Black or African American (median, 7.0 days [IQR, 0-42.0 days]) persons and shortest for Asian or Pacific Islander persons (median, 0 days [IQR, 0-6.0 days]). No significant racial and ethnic differences were observed for PT. Conclusions and Relevance In this retrospective cohort study of Medicare beneficiaries with comorbid CLBP and OUD, receipt of PT and chiropractic care was low overall and lower across most racial and ethnic minority groups compared with non-Hispanic White persons. The findings underscore the need to address inequities in guideline-concordant pain management, particularly among Black or African American and Hispanic persons with OUD.
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Affiliation(s)
- Fiona Bhondoekhan
- Department of Epidemiology, Brown University School of Public Health, Providence, Rhode Island
| | - Brandon D. L. Marshall
- Department of Epidemiology, Brown University School of Public Health, Providence, Rhode Island
| | - Theresa I. Shireman
- Department of Health Services, Policy, and Practice, Brown University School of Public Health, Providence, Rhode Island
| | - Amal N. Trivedi
- Department of Health Services, Policy, and Practice, Brown University School of Public Health, Providence, Rhode Island
| | - Jessica S. Merlin
- CHAllenges in Managing and Preventing Pain Clinical Research Center, Division of General Internal Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Patience Moyo
- Department of Health Services, Policy, and Practice, Brown University School of Public Health, Providence, Rhode Island
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15
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Ramdin C, Azer A, Ghafoor N, Attaalla K, Ghbrial M, Nelson L. Prevalence and services for the treatment of chronic pain at residential substance treatment centers. J Addict Dis 2023:1-6. [PMID: 37665562 DOI: 10.1080/10550887.2023.2251856] [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: 09/05/2023]
Abstract
Introduction: Studies suggest that a large proportion of patients with substance use disorders (SUDs) also have underlying chronic pain. There is limited data on prevalence of chronic pain treatment as a component of residential substance use treatment. This initiative sought to investigate the prevalence and type of chronic pain services offered at these residential programs.Methods: This study was a retrospective review of information obtained from residential substance use treatment facility websites contained in SAMHSA's treatment navigator. Nine hundred-fifty out of 2952 websites were randomly selected for analysis. The primary outcome was prevalence of facilities that had chronic pain programs. Services offered were specified as available. Descriptive statistics were used to summarize data.Results: Nine-hundred nine websites (95.7%, [94,97]) were accessible. Twenty-six facilities (2.9%,[1.9,4.2]) had a chronic pain program and of these 22 (84.6%, [64.3,95.0]) specified services offered. Common services included physical therapy (6, 27.3%), massage (12, 54.6%), and acupuncture (10, 45.5%). Of the remaining sites, 630 (69.3%, [66.2,72.3]) specified services offered, including yoga (122, 19.4%) and exercise (199, 31.6%).Conclusion: Our study demonstrated that despite most facilities offering adjunctive services, few had chronic pain programs. This suggests that there is a possible need for better updating of facility websites or possibly an area for improvement in residential substance use treatment settings.
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Affiliation(s)
- Christine Ramdin
- Department of Emergency Medicine, Rutgers New Jersey Medical School, Newark, NJ, USA
| | - Amanda Azer
- Department of Emergency Medicine, Rutgers New Jersey Medical School, Newark, NJ, USA
| | - Naila Ghafoor
- Department of Emergency Medicine, Rutgers New Jersey Medical School, Newark, NJ, USA
| | - Kyrillos Attaalla
- Department of Emergency Medicine, Rutgers New Jersey Medical School, Newark, NJ, USA
| | - Mina Ghbrial
- Department of Emergency Medicine, Rutgers New Jersey Medical School, Newark, NJ, USA
| | - Lewis Nelson
- Department of Emergency Medicine, Rutgers New Jersey Medical School, Newark, NJ, USA
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Freeman PR, McAninch J, Dasgupta N, Oyler DR, Slavov K, Collins C, Hargrove S, Freeman E, Miracle D, Slavova S. Drugs involved in Kentucky drug poisoning deaths and relation with antecedent controlled substance prescription dispensing. Subst Abuse Treat Prev Policy 2023; 18:53. [PMID: 37658455 PMCID: PMC10474700 DOI: 10.1186/s13011-023-00561-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2023] [Accepted: 08/21/2023] [Indexed: 09/03/2023] Open
Abstract
BACKGROUND The shift from prescription to illicit drugs involved in drug poisoning deaths raises questions about the current utility of prescription drug monitoring program (PDMP) data to inform drug poisoning (overdose) prevention efforts. In this study, we describe relations between specific drugs involved in Kentucky drug poisoning deaths and antecedent controlled substance (CS) dispensing. METHODS The study used linked death certificates and PDMP data for 2,248 Kentucky resident drug poisoning deaths in 2021. Death certificate literal text analysis identified drugs mentioned with involvement (DMI) in drug poisoning deaths. We characterized the concordance between each DMI and the CS dispensing history for this drug at varying timepoints since 2008. RESULTS Overall, 25.5% of all decedents had dispensed CS in the month before fatal drug poisoning. Over 80% of decedents were dispensed opioid(s) since 2008; the percentage was similar regardless of opioid involvement in the poisoning death. One-third of decedents had dispensed buprenorphine for treatment of opioid use disorder since 2008, but only 6.1% had dispensed buprenorphine in the month preceding death. Fentanyl/fentanyl analogs were DMI in 1,568 (69.8%) deaths, yet only 3% had received a fentanyl prescription since 2008. The highest concordance in the month preceding death was observed for clonazepam (43.6%). CONCLUSION Overall, concordance between CS dispensing history and the drugs involved in poisoning deaths was low, suggesting a need to reevaluate the complex relationships between prescription medication exposure and overdose death and to expand harm reduction interventions both within and outside the healthcare system to reduce drug poisoning mortality.
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Affiliation(s)
- Patricia R Freeman
- Department of Pharmacy Practice and Science, College of Pharmacy, University of Kentucky, Lexington, KY, USA.
| | - Jana McAninch
- Office of Surveillance and Epidemiology, Center for Drug Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, MD, USA
| | - Nabarun Dasgupta
- Injury Prevention Research Center, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC, USA
| | - Douglas R Oyler
- Department of Pharmacy Practice and Science, College of Pharmacy, University of Kentucky, Lexington, KY, USA
| | - Krassimir Slavov
- Department of Biostatistics, College of Public Health, University of Kentucky, Lexington, KY, USA
| | - Candice Collins
- Office of Surveillance and Epidemiology, Center for Drug Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, MD, USA
| | - Sarah Hargrove
- Kentucky Injury Prevention and Research Center, University of Kentucky, Lexington, KY, USA
| | - Edward Freeman
- Department of Epidemiology, College of Public Health, University of Kentucky, Lexington, KY, USA
| | - Dustin Miracle
- Department of Pharmacy Practice and Science, College of Pharmacy, University of Kentucky, Lexington, KY, USA
| | - Svetla Slavova
- Department of Biostatistics, College of Public Health, University of Kentucky, Lexington, KY, USA
- Kentucky Injury Prevention and Research Center, University of Kentucky, Lexington, KY, USA
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17
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Choi HR, Song IA, Oh TK. Oral Glucocorticoid Use and Long-Term Mortality in Patients with Chronic Musculoskeletal Non-Cancer Pain: A Cross-Sectional Cohort Study. Diagnostics (Basel) 2023; 13:2521. [PMID: 37568884 PMCID: PMC10416933 DOI: 10.3390/diagnostics13152521] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2023] [Revised: 07/26/2023] [Accepted: 07/27/2023] [Indexed: 08/13/2023] Open
Abstract
This study aimed to examine the associated factors of oral glucocorticoid (GC) use in patients with chronic non-cancer pain (CNCP) associated with musculoskeletal diseases (MSDs) in South Korea. Moreover, we examined whether oral GC use was associated with long-term mortality in patients with CNCP. This population-based cohort study used data from the national registration database in South Korea. Using a stratified random sampling technique, we extracted the data from 2.5% of adult patients diagnosed with MSDs in 2010. Patients with CNCP-associated MSDs who were prescribed oral GC regularly for ≥30 days were defined as GC users, while the other patients were considered to be non-GC users. A total of 1,804,019 patients with CNCP were included in the final analysis, and 9038 (0.5%) patients were GC users, while 1,794,981 (95.5%) patients were non-GC users. Some factors (old age, comorbid status, pain medication use, and MSD) were associated with GC use among patients with CNCP. Moreover, in the multivariable time-dependent Cox regression model, GC users showed a 1.45-fold higher 10-year all-cause mortality (hazard ratio: 1.45, 95% confidence interval: 1.36-1.54; p < 0.001) than non-GC users. In South Korea, the 10-year all-cause mortality risk increased in the patients with CNCP using GC.
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Affiliation(s)
- Hey-Ran Choi
- Department of Anesthesiology and Pain Medicine, Inje University Seoul Paik Hospital, Seoul 04551, Republic of Korea;
| | - In-Ae Song
- Department of Anesthesiology and Pain Medicine, Seoul National University Bundang Hospital, Seongnam 13620, Republic of Korea;
- Department of Anesthesiology and Pain Medicine, College of Medicine, Seoul National University, Seoul 01811, Republic of Korea
| | - Tak Kyu Oh
- Department of Anesthesiology and Pain Medicine, Seoul National University Bundang Hospital, Seongnam 13620, Republic of Korea;
- Department of Anesthesiology and Pain Medicine, College of Medicine, Seoul National University, Seoul 01811, Republic of Korea
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Lysandrou AE, Teitelbaum SA, Merlo L, Phalin B, Janner A, Solomon L, Hunt J, Lewis B. Co-occurring pain and addiction: prognostic implications for healthcare professionals in residential treatment for substance use disorder. J Addict Dis 2023:1-10. [PMID: 37380371 DOI: 10.1080/10550887.2023.2223505] [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: 06/30/2023]
Abstract
Objectives: Chronic pain is both an important antecedent and consequence of substance use. Although evidence suggests healthcare professionals may be uniquely vulnerable to chronic pain, this vulnerability remains largely unexamined in the context of recovery from substance use disorders (SUDs). We characterized pain in a sample of treatment-seeking individuals, examined potential differences in pain trajectories between healthcare professionals and non-healthcare patients, and interrogated potential pain-related vulnerabilities in treatment outcomes between these groups. Methods: Patients with SUDs (n = 663; 251 women) completed questionnaires indexing pain intensity, craving, and abstinence self-efficacy (including self-efficacy in pain-related contexts). Assessments were conducted at treatment entry, 30 days, and discharge. Analyses included chi-square and longitudinal mixed models. Results: The proportion of healthcare and non-healthcare patients endorsing recent pain was equivalent (χ2=1.78, p=.18). Healthcare professionals reported lower pain intensity (p = 0.02) and higher abstinence self-efficacy (p < 0.001). Profession by pain interactions (ps <.040) revealed that among medical professionals, associations between pain and all three treatment outcomes of interest were more robust relative to the non-healthcare group. Conclusions: Results suggest that although healthcare professionals endorse similar rates of pain and lower average pain intensity, they may be uniquely vulnerable to pain-related disruptions in craving and abstinence self-efficacy.
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Affiliation(s)
- Apollonia E Lysandrou
- Department of Psychiatry, University of Florida College of Medicine, Gainesville, FL, USA
- UF Health Florida Recovery Center, Gainesville, FL, USA
- Center for Addiction Research & Education, Gainesville, FL, USA
| | - Scott A Teitelbaum
- Department of Psychiatry, University of Florida College of Medicine, Gainesville, FL, USA
- UF Health Florida Recovery Center, Gainesville, FL, USA
| | - Lisa Merlo
- Department of Psychiatry, University of Florida College of Medicine, Gainesville, FL, USA
- Center for Addiction Research & Education, Gainesville, FL, USA
| | - Ben Phalin
- Department of Psychiatry, University of Florida College of Medicine, Gainesville, FL, USA
- UF Health Florida Recovery Center, Gainesville, FL, USA
| | - Amanda Janner
- Department of Psychiatry, University of Florida College of Medicine, Gainesville, FL, USA
- UF Health Florida Recovery Center, Gainesville, FL, USA
| | - Laurie Solomon
- Department of Psychiatry, University of Florida College of Medicine, Gainesville, FL, USA
- UF Health Florida Recovery Center, Gainesville, FL, USA
| | - Jason Hunt
- Department of Psychiatry, University of Florida College of Medicine, Gainesville, FL, USA
- UF Health Florida Recovery Center, Gainesville, FL, USA
| | - Ben Lewis
- Department of Psychiatry, University of Florida College of Medicine, Gainesville, FL, USA
- UF Health Florida Recovery Center, Gainesville, FL, USA
- Center for Addiction Research & Education, Gainesville, FL, USA
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Oh TK, Song IA. Lifestyle factors and long-term survival in patients with chronic non-cancer pain: a nationwide cohort study in South Korea. J Anesth 2023:10.1007/s00540-023-03197-1. [PMID: 37129697 DOI: 10.1007/s00540-023-03197-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2023] [Accepted: 04/19/2023] [Indexed: 05/03/2023]
Abstract
PURPOSE This study aimed to investigate the association of modifiable lifestyle factors with long-term survival outcomes in patients with chronic non-cancer pain (CNCP) in South Korea. METHODS This population-based cohort study used data from the National Health Insurance Service database in South Korea. We considered three lifestyle factors from the standard health examination (smoking status, alcohol consumption, and physical activity). RESULTS A total of 1,298,314 patients with CNCP were analyzed; moreover, the 5-year all-cause mortality rate was 3.3% (42,875 patients). In the multivariable Cox regression model, in the previous-smoker and current-smoker groups, it was 5% (hazard ratio [HR]:1.05, 95% confidence interval [CI]:1.02-1.08; P = 0.003) and 65% (HR: 1.65, 95% CI: 1.60-1.69; P < 0.001) higher, respectively, than that in the never-smoker group. The 5-year all-cause mortality was 19% (HR: 1.19, 95% CI: 1.14-1.24; P < 0.001) higher in the heavy-alcohol-consumption group than in the non-alcohol-consumption group. Compared with those without mild physical activity, patients who engaged in mild physical activity for 1-3 (HR: 0.89, 95% CI: 0.87-0.92; P < 0.001), 4-5 (HR: 0.88, 95% CI: 0.86-0.91; P < 0.001), and 6-7 (HR: 0.90, 95% CI: 0.88-0.93; P < 0.001) days per week exhibited a significantly decreased 5-year all-cause mortality. The association between moderate/intensive physical activity and 5-year all-cause mortality yielded similar results. CONCLUSION Lifestyle factors, including previous/current smoking, heavy alcohol consumption, and physical activity, were associated with a higher 5-year all-cause mortality risk among patients with CNCP in South Korea.
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Affiliation(s)
- Tak Kyu Oh
- Department of Anesthesiology and Pain Medicine, Seoul National University Bundang Hospital, Gumi-Ro, 173, Beon-Gil, Bundang-Gu, Seongnam, 13620, South Korea
- Department of Anesthesiology and Pain Medicine, College of Medicine, Seoul National University, Seoul, South Korea
| | - In-Ae Song
- Department of Anesthesiology and Pain Medicine, Seoul National University Bundang Hospital, Gumi-Ro, 173, Beon-Gil, Bundang-Gu, Seongnam, 13620, South Korea.
- Department of Anesthesiology and Pain Medicine, College of Medicine, Seoul National University, Seoul, South Korea.
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20
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Cooke A, Castellanos S, Enriquez C, Olsen P, Miaskowski C, Kushel M, Knight KR. Telehealth for management of chronic non-cancer pain and opioid use disorder in safety net primary care. BMC Health Serv Res 2023; 23:325. [PMID: 37005610 PMCID: PMC10067010 DOI: 10.1186/s12913-023-09330-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2022] [Accepted: 03/21/2023] [Indexed: 04/04/2023] Open
Abstract
BACKGROUND The SARS-CoV-2 (COVID-19) pandemic increased use of telehealth for the management of opioid use disorder and chronic non-cancer pain in primary care safety net clinical systems. Significant barriers to telehealth exist, little is known about how these barriers impact urban safety net, primary care providers and their patients. The objective of this study was to qualitatively assess the benefits and challenges of telehealth for management of chronic non-cancer pain, opioid use disorder, and multi-morbidity in primary care, safety net clinical systems. METHODS We interviewed patients with chronic non-cancer pain and history of substance use (n = 22) and their primary care clinicians (n = 7) in the San Francisco Bay Area, March-July 2020. We recorded, transcribed, coded, and content analyzed interviews. RESULTS COVID-19 shelter-in-place orders contributed to increases in substance use and uncontrolled pain, and posed challenges for monitoring opioid safety and misuse through telehealth. None of the clinics used video visits due to low digital literacy/access. Benefits of telehealth included decreased patient burden and missed appointments and increased convenience and control of some chronic conditions (e.g., diabetes, hypertension). Telehealth challenges included loss of contact, greater miscommunication, and less comprehensive care interactions. CONCLUSIONS This study is one of the first to examine telehealth use in urban safety net primary care patients with co-occurring chronic non-cancer pain and substance use. Decisions to continue or expand telehealth should consider patient burden, communication and technology challenges, pain control, opioid misuse, and medical complexity.
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Affiliation(s)
- Alexis Cooke
- Department of Community Health Systems, School of Nursing, University of California - San Francisco, 2 Koret Way, N505, San Francisco, CA, 94143-0608, USA
| | - Stacy Castellanos
- Department of Humanities and Social Sciences, School of Medicine, University of California - San Francisco, 490 Illinois Street, 7th Floor, San Francisco, CA, 94143-0850, USA
| | - Celeste Enriquez
- Center for Vulnerable Populations at Zuckerberg San Francisco General Hospital and Trauma Center, Department of Medicine, School of Medicine, University of California - San Francisco, UCSF Box 1339, San Francisco, CA, 94143-0608, USA
| | - Pamela Olsen
- Center for Vulnerable Populations at Zuckerberg San Francisco General Hospital and Trauma Center, Department of Medicine, School of Medicine, University of California - San Francisco, UCSF Box 1339, San Francisco, CA, 94143-0608, USA
| | - Christine Miaskowski
- Department of Physiological Nursing, School of Nursing, University of California - San Francisco, 2 Koret Way, Rm 631, San Francisco, CA, 94143-0608, USA
| | - Margot Kushel
- Center for Vulnerable Populations at Zuckerberg San Francisco General Hospital and Trauma Center, Department of Medicine, School of Medicine, University of California - San Francisco, UCSF Box 1339, San Francisco, CA, 94143-0608, USA
| | - Kelly Ray Knight
- Department of Humanities and Social Sciences, School of Medicine, University of California - San Francisco, 490 Illinois Street, 7th Floor, San Francisco, CA, 94143-0850, USA.
- Department of Humanities and Social Sciences, School of Medicine, University of California - San Francisco, 490 Illinois Street, 7th Floor, San Francisco, CA, 94143-0608, USA.
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21
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Factors Associated With the Presence of Co-occurring Pain and Substance Use Disorder Programs in Substance Use Treatment Facilities. J Addict Med 2023; 17:e72-e77. [PMID: 35972137 DOI: 10.1097/adm.0000000000001051] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVES The rise in deaths related to substance use has caused a push toward linking patients to pharmacological maintenance treatment and, when appropriate, to residential substance use treatment facilities. One of the underlying issues in a subset of patients with substance use disorder (SUD) is chronic pain. We evaluated the prevalence and characteristics of those facilities that offer treatment programs tailored for patients with co-occurring pain and SUD. METHODS This study was a retrospective review of data collected by the National Survey of Substance Abuse Treatment Services in 2019. The National Survey of Substance Abuse Treatment Services is sent annually to all substance use treatment facilities and collects information on their characteristics and services. We calculated prevalence of chronic pain programs, reported characteristics, and did a binomial logistic regression to determine predictors of a facility offering such a program. RESULTS Of 15,945 respondents, 2990 (18.8%) of facilities offered a tailored program for patients with co-occurring pain and SUDs. Characteristics that were best predictors included the following: facility has a tailored program for veterans ( P < 0.001), serves only clients with opioid use disorder ( P = 0.03), and provides maintenance services with methadone or buprenorphine for treating opioid use disorder ( P = 0.009). CONCLUSION As of 2019, only a small percentage of substance use treatment facilities reported having a program that treats patients with co-occurring pain and SUD. Given the known high prevalence of co-occurring pain and SUD, further understanding of the role of these programs and barriers to implementation may enhance acceptance in treatment programs.
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22
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Powers JM, Maisto SA, Zvolensky MJ, Heckman BW, Ditre JW. Longitudinal Associations Between Pain and Use of Cigarettes and E-cigarettes in the Population Assessment of Tobacco and Health (PATH) Study. Nicotine Tob Res 2023; 25:404-411. [PMID: 35965386 PMCID: PMC9910160 DOI: 10.1093/ntr/ntac197] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2022] [Revised: 06/22/2022] [Accepted: 08/11/2022] [Indexed: 11/13/2022]
Abstract
INTRODUCTION Pain has been implicated in the onset and maintenance of nicotine addiction, and there is initial cross-sectional evidence of covariation between pain and the use of cigarettes and e-cigarettes. The goals of the current study were to: (1)test pain severity as a predictor of initiating co-use of cigarettes and e-cigarettes, (2)examine longitudinal associations between pain and use/co-use of cigarettes and e-cigarettes, (3)generate the first prevalence rate data regarding cigarette and e-cigarette use as a function of pain, and (4)examine gender as a moderator of these associations. AIMS AND METHODS Data were drawn from Waves 1-4 of the Population Assessment of Tobacco and Health Study (2013-2018). RESULTS Among exclusive cigarette smokers at Wave 1 (n = 7719), pain severity was associated with a greater likelihood of and faster trajectory to initiating co-use of cigarettes and e-cigarettes (ps < .05). A significant pain × gender interaction (p < .05) revealed this prospective relationship was stronger among women. Among adult respondents who provided at least three waves of data (n = 24 255), greater Wave 1 pain severity was positively associated with e-cigarette use, cigarette smoking, and co-use of cigarettes and e-cigarettes at Waves 2, 3, and 4 (ps < .001). At Wave 4 (n = 33 822), adults with moderate or severe pain endorsed rates of e-cigarette and cigarette use almost two times greater versus no or low pain (ps < .001). CONCLUSIONS Collectively, these findings provide evidence that pain likely serves as an important candidate risk factor for the initiation and maintenance of cigarette and e-cigarette use. IMPLICATIONS This is the first prospective study to show that pain serves as an important risk factor for initiation and maintenance of cigarette and e-cigarette use over time. Weighted prevalence estimates further demonstrated that individuals with moderate or severe pain endorsed rates of cigarette and e-cigarette use and co-use approximately two times greater compared to those with no or low pain. These findings highlight a subpopulation of nicotine users more susceptible to greater healthcare burden, nicotine dependence, and physical impairment. Nicotine users with comorbid pain may benefit from integrated interventions that address pain in the context of cessation.
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Affiliation(s)
- Jessica M Powers
- Department of Psychology, Syracuse University, Syracuse, NY 13244, USA
| | - Stephen A Maisto
- Department of Psychology, Syracuse University, Syracuse, NY 13244, USA
| | - Michael J Zvolensky
- Department of Psychology, University of Houston, Houston, TX 77004, USA
- Department of Behavioral Science, University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
- HEALTH Institute, University of Houston, Houston, TX 77004, USA
| | - Bryan W Heckman
- The Center for the Study of Social Determinants of Health, Meharry Medical College, Nashville, TN, USA
- Psychiatry and Behavioral Sciences, School of Medicine, Meharry Medical College, Nashville, TN, USA
- Division of Public Health, School of Graduate Studies and Research, Meharry Medical College, Nashville, TN, USA
| | - Joseph W Ditre
- Department of Psychology, Syracuse University, Syracuse, NY 13244, USA
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23
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Wilson M, Fritz R, Finlay M, Cook DJ. Piloting Smart Home Sensors to Detect Overnight Respiratory and Withdrawal Symptoms in Adults Prescribed Opioids. Pain Manag Nurs 2023; 24:4-11. [PMID: 36175277 PMCID: PMC9925396 DOI: 10.1016/j.pmn.2022.08.011] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2022] [Revised: 07/09/2022] [Accepted: 08/19/2022] [Indexed: 10/14/2022]
Abstract
BACKGROUND Novel strategies are needed to curb the opioid overdose epidemic. Smart home sensors have been successfully deployed as digital biomarkers to monitor health conditions, yet they have not been used to assess symptoms important to opioid use and overdose risks. AIM This study piloted smart home sensors and investigated their ability to accurately detect clinically pertinent symptoms indicative of opioid withdrawal or respiratory depression in adults prescribed methadone. METHODS Participants (n = 4; 3 completed) were adults with opioid use disorder exhibiting moderate levels of pain intensity, withdrawal symptoms, and sleep disturbance. Participants were invited to two 8-hour nighttime sleep opportunities to be recorded in a sleep research laboratory, using observed polysomnography and ambient smart home sensors attached to lab bedroom walls. Measures of feasibility included completeness of data captured. Accuracy was determined by comparing polysomnographic data of sleep/wake and respiratory status assessments with time and event sensor data. RESULTS Smart home sensors captured overnight data on 48 out of 64 hours (75% completeness). Sensors detected sleep/wake patterns in alignment with observed sleep episodes captured by polysomnography 89.4% of the time. Apnea events (n = 118) were only detected with smart home sensors in two episodes where oxygen desaturations were less severe (>80%). CONCLUSIONS Smart home technology could serve as a less invasive substitute for biologic monitoring for adults with pain, sleep disturbances, and opioid withdrawal symptoms. Supplemental sensors should be added to detect apnea events. Such innovations could provide a step forward in assessing overnight symptoms important to populations taking opioids.
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Affiliation(s)
- Marian Wilson
- College of Nursing, Washington State University, Spokane, Washington; Sleep and Performance Research Center, Washington State University, Spokane, Washington.
| | - Roschelle Fritz
- College of Nursing, Washington State University, Vancouver, Washington
| | - Myles Finlay
- Sleep and Performance Research Center, Washington State University, Spokane, Washington
| | - Diane J Cook
- School of Electrical Engineering and Computer Science, Washington State University, Pullman, Washington
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24
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Yang QH, Zhang YH, Du SH, Wang YC, Wang XQ. Association Between Smoking and Pain, Functional Disability, Anxiety and Depression in Patients With Chronic Low Back Pain. Int J Public Health 2023; 68:1605583. [PMID: 36960408 PMCID: PMC10027735 DOI: 10.3389/ijph.2023.1605583] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2022] [Accepted: 02/27/2023] [Indexed: 03/09/2023] Open
Abstract
Objectives: Chronic low back pain (CLBP) accounts for a majority of the disability associated with LBP, which can produce long-term negative effects. This cross-sectional study aimed to investigate the association between smoking and pain, dysfunction and psychological status in patients with CLBP. Methods: The 54 patients with CLBP were recruited and divided into smoking and non-smoking groups. Their pain, dysfunction, anxiety, depression, fear and quality of life were evaluated. The amount of cigarettes smoked daily was recorded. Results: Significant differences in VAS, ODI, RMDQ and FABQ and the impact of LBP on life and work were found between smoking and non-smoking patients. In addition, a correlation was found between the daily cigarette smoking amount and VASmax, FABQtotal, SDS and FABQ-W. Moreover, a correlation was observed between the amount of cigarettes smoked daily and the degree of impact of low back pain on work. Conclusion: The study found that smoking affected the aggravation of symptoms in patients with CLBP, which indicated that patients with CLBP and people at risk of LBP should be aware of the harm caused by smoking.
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Affiliation(s)
- Qi-Hao Yang
- Department of Sport Rehabilitation, Shanghai University of Sport, Shanghai, China
| | - Yong-Hui Zhang
- Department of Sport Rehabilitation, Shanghai University of Sport, Shanghai, China
| | - Shu-Hao Du
- Department of Sport Rehabilitation, Shanghai University of Sport, Shanghai, China
| | - Yu-Chen Wang
- Department of Sport Rehabilitation, Shanghai University of Sport, Shanghai, China
| | - Xue-Qiang Wang
- Department of Sport Rehabilitation, Shanghai University of Sport, Shanghai, China
- Department of Rehabilitation Medicine, Shanghai Shangti Orthopaedic Hospital, Shanghai, China
- *Correspondence: Xue-Qiang Wang,
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25
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Ferguson E, Lewis B, Teitelbaum S, Reisfield G, Robinson M, Boissoneault J. Longitudinal associations between pain and substance use disorder treatment outcomes. J Subst Abuse Treat 2022; 143:108892. [PMID: 36228338 PMCID: PMC11025107 DOI: 10.1016/j.jsat.2022.108892] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2021] [Revised: 07/29/2022] [Accepted: 09/19/2022] [Indexed: 01/04/2023]
Abstract
INTRODUCTION Pain is commonly reported among those in treatment for substance use disorders (SUD) and is associated with poorer SUD treatment outcomes. The current study examined the trajectory of pain over the course of SUD treatment and associations with substance use outcomes. METHODS This observational study included adults seeking treatment for alcohol, cannabis, or opioid use disorders (N = 811). Participants completed a battery of assessments at treatment admission, 30 days post admission, and at discharge, including measures of demographics, pain, quality of life, abstinence self-efficacy, and craving. RESULTS Analyses indicated linear reductions in pain intensity and interference over time. Significant interactive effects were observed for opioid use disorder (OUD) and time, such that participants with OUD had greater reductions in pain intensity and interference over time compared to those without OUD. Elevated pain intensity was associated with negative treatment outcomes, including reduced quality of life and abstinence self-efficacy, and greater craving and negative affect. CONCLUSIONS Reductions in pain occur over the course of SUD treatment, particularly for those with OUD. Greater pain was also associated with adverse SUD treatment outcomes. Results suggest that treatment and associated abstinence may be beneficial for those with co-occurring pain and SUD, highlighting an additional benefit of improving access to SUD treatment for patients and health care systems. Future research should replicate these findings among diverse samples and further characterize the trajectory of pain during and after SUD treatment.
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Affiliation(s)
- Erin Ferguson
- Department of Clinical and Health Psychology, University of Florida, Gainesville, FL, USA; Center for Pain Research and Behavioral Health, University of Florida, Gainesville, FL, USA
| | - Ben Lewis
- Department of Psychiatry, University of Florida, Gainesville, FL, USA
| | - Scott Teitelbaum
- Department of Psychiatry, University of Florida, Gainesville, FL, USA
| | - Gary Reisfield
- Department of Psychiatry, University of Florida, Gainesville, FL, USA
| | - Michael Robinson
- Department of Clinical and Health Psychology, University of Florida, Gainesville, FL, USA; Center for Pain Research and Behavioral Health, University of Florida, Gainesville, FL, USA
| | - Jeff Boissoneault
- Department of Clinical and Health Psychology, University of Florida, Gainesville, FL, USA; Center for Pain Research and Behavioral Health, University of Florida, Gainesville, FL, USA.
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Ferguson E, Vitus D, Williams M, Anderson M, LaRowe L, Ditre JW, Stennett B, Boissoneault J. Sex differences in associations between delay discounting and expectancies for alcohol analgesia. Exp Clin Psychopharmacol 2022; 30:862-872. [PMID: 34410797 PMCID: PMC8857303 DOI: 10.1037/pha0000517] [Citation(s) in RCA: 1] [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] [Indexed: 12/24/2022]
Abstract
Self-medication of pain with alcohol is prevalent, and expectancies for alcohol analgesia likely influence pain relief and alcohol consumption. Hazardous alcohol use has been associated with greater delay discounting rates; however, little is known about the relationship between delay discounting and expectancies for alcohol analgesia. Therefore, the present study examined sex differences in associations between delay discounting and expectancies for alcohol analgesia. Healthy drinkers without chronic pain (N = 53) completed measures of expectancies for alcohol analgesia, alcohol use, and alcohol outcome expectancies. A five-trial adjusting-delay discounting task (DDT) for monetary outcomes was also administered. Regression analyses revealed that sex moderated the relationship between delay discounting and expectancies for alcohol analgesia. Steeper delay discounting rates were associated with weaker expectancies for alcohol analgesia among men when adjusting for average alcohol consumption. Among women, nonsignificant associations between delay discounting rates and expectancies for alcohol analgesia were observed. These findings provide initial evidence of sex differences in associations between delay discounting and expectancies for alcohol analgesia. The directionality of these associations was unexpected and may have implications for patterns of self-medication with alcohol. (PsycInfo Database Record (c) 2022 APA, all rights reserved).
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Affiliation(s)
- Erin Ferguson
- Department of Clinical and Health Psychology, University of
Florida, Gainesville, FL, USA
- Center for Pain Research and Behavioral Health, University
of Florida, Gainesville, FL USA
| | - Darya Vitus
- Department of Clinical and Health Psychology, University of
Florida, Gainesville, FL, USA
- Center for Pain Research and Behavioral Health, University
of Florida, Gainesville, FL USA
| | - Michelle Williams
- Department of Clinical and Health Psychology, University of
Florida, Gainesville, FL, USA
- Center for Pain Research and Behavioral Health, University
of Florida, Gainesville, FL USA
| | - Molly Anderson
- Department of Psychology, University of Florida,
Gainesville, FL, USA
| | - Lisa LaRowe
- Department of Psychology, Syracuse University, Syracuse,
NY, USA
| | - Joseph W. Ditre
- Department of Psychology, Syracuse University, Syracuse,
NY, USA
| | - Bethany Stennett
- Department of Clinical and Health Psychology, University of
Florida, Gainesville, FL, USA
- Center for Pain Research and Behavioral Health, University
of Florida, Gainesville, FL USA
| | - Jeff Boissoneault
- Department of Clinical and Health Psychology, University of
Florida, Gainesville, FL, USA
- Center for Pain Research and Behavioral Health, University
of Florida, Gainesville, FL USA
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Ramadan M, Alnashri Y, Ilyas A, Batouk O, Alsheikh KA, Alhelabi L, Alnashri SA. Assessment of opioid administration patterns following lower extremity fracture among opioid-naïve inpatients: retrospective multicenter cohort study. Ann Saudi Med 2022; 42:366-376. [PMID: 36444923 PMCID: PMC9706711 DOI: 10.5144/0256-4947.2022.366] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/03/2022] Open
Abstract
BACKGROUND Prescribing habits during admission have largely contributed to the opioid epidemic. Orthopedic surgeons represent the third-highest opioid-prescribing specialty. Since more than half of body fractures in Saudi Arabia have been lower extremity fractures, it is imperative to understand opioid administration patterns and correlates among opioid-naïve inpatients. OBJECTIVES Assess opioid administration patterns and correlates among opioid-naïve inpatients with lower extremity fractures. DESIGN AND SETTINGS Retrospective cohort PATIENTS AND METHODS: Opioid naïve individuals aged 18 to 64 years, admitted due to lower extremity fracture from 2016 to 2020 were included. Data was collected from health records of the Ministry of National Guard Health Affairs (MNG-HA) at five different medical centers. The high-dose (≥50 MME) patients were compared with low dose (<50 MME) patients. Any association between inpatient factors and high-dose opioid use was analyzed by multiple logistic regression. MAIN OUTCOME MEASURES Opioids taken during inpatient admission as measured by milligram morphine equivalents (MME)/per day. SAMPLE SIZE 1520 patients RESULTS: Most of the 1520 patients (88.5%) received an opioid medication, while (20.3%) received high-dose opioids at a median daily dose of 33.7 MME/per day. The proportion of patients received naloxone (20.7%) was double among high-dose opioid inpatients. High-dose opioid patients during admission were two times more likely to receive an opioid prescription after discharge (odds ratio, 2.32; 95% confidence interval, 1.53, 3.51), and three more times likely to receive ketamine during admission (odds ratio, 3.02; 95% confidence interval, 1.64, 5.54). CONCLUSION Notable variabilities exist in opioid administration patterns that were not explained by patient factors. Evidence-based opioid prescribing practices should be developed for orthopedic patients to prevent opioid overprescribing and potential opioid overdose among orthopedic patients. LIMITATIONS Retrospective, unmeasurable confounders might have biased our results. Since based on National Guard employees, results may not be generalizable. CONFLICT OF INTEREST None.
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Affiliation(s)
- Majed Ramadan
- From the Population Health, King Abdullah International Medical Research Center, Riyadh, Saudi Arabia
| | - Yahya Alnashri
- From the Department of Family and Community Medicine, Prince Sattam bin Abdulaziz University, Al Kharj, Saudi Arabia
| | - Amjad Ilyas
- From the Department of Orthopedic Surgery, Dr. Soliman Fakeeh Hospital, Makkah, Saudi Arabia
| | - Omar Batouk
- From the Department of Surgery, King Khalid National Guard Hospital, Makkah, Saudi Arabia
| | - Khalid A Alsheikh
- From the College of Medicine, King Saud bin Abdulaziz University for Health Sciences, Riyadh, Saudi Arabia
| | - Laila Alhelabi
- From the Population Health, King Abdullah International Medical Research Center, Riyadh, Saudi Arabia
| | - Suliman Abdulah Alnashri
- From the Population Health, King Abdullah International Medical Research Center, Riyadh, Saudi Arabia
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Eagen K, Rabson L, Kellum R. Management of Chronic Pain in Patients with Substance Use Disorders. Prim Care 2022; 49:455-468. [DOI: 10.1016/j.pop.2022.01.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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Sanchez-Roige S, Kember RL, Agrawal A. Substance use and common contributors to morbidity: A genetics perspective. EBioMedicine 2022; 83:104212. [PMID: 35970022 PMCID: PMC9399262 DOI: 10.1016/j.ebiom.2022.104212] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2022] [Revised: 07/27/2022] [Accepted: 07/28/2022] [Indexed: 11/23/2022] Open
Abstract
Excessive substance use and substance use disorders (SUDs) are common, serious and relapsing medical conditions. They frequently co-occur with other diseases that are leading contributors to disability worldwide. While heavy substance use may potentiate the course of some of these illnesses, there is accumulating evidence suggesting common genetic architectures. In this narrative review, we focus on four heritable medical conditions - cardiometabolic disease, chronic pain, depression and COVID-19, which are commonly overlapping with, but not necessarily a direct consequence of, SUDs. We find persuasive evidence of underlying genetic liability that predisposes to both SUDs and chronic pain, depression, and COVID-19. For cardiometabolic disease, there is greater support for a potential causal influence of problematic substance use. Our review encourages de-stigmatization of SUDs and the assessment of substance use in clinical settings. We assert that identifying shared pathways of risk has high translational potential, allowing tailoring of treatments for multiple medical conditions. FUNDING: SSR acknowledges T29KT0526, T32IR5226 and DP1DA054394; RLK acknowledges AA028292; AA acknowledges DA054869 & K02DA032573. The funders had no role in the conceptualization or writing of the paper.
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Affiliation(s)
- Sandra Sanchez-Roige
- Department of Medicine, Division of Genetic Medicine, Vanderbilt University Medical Center, Nashville, TN, USA; Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
| | - Rachel L Kember
- Department of Psychiatry, University of Pennsylvania, Philadelphia, PA, USA
| | - Arpana Agrawal
- Department of Psychiatry, Washington University School of Medicine, Saint Louis, MO, USA.
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John WS, Mannelli P, Hoyle RH, Greenblatt L, Wu LT. Association of chronic non-cancer pain status and buprenorphine treatment retention among individuals with opioid use disorder: Results from electronic health record data. DRUG AND ALCOHOL DEPENDENCE REPORTS 2022; 3:100048. [PMID: 36845986 PMCID: PMC9948869 DOI: 10.1016/j.dadr.2022.100048] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/18/2022] [Accepted: 03/23/2022] [Indexed: 06/18/2023]
Abstract
BACKGROUND Although chronic non-cancer pain (CNCP) is common among individuals with opioid use disorder (OUD), its impact on buprenorphine treatment retention is unclear. The goal of this study was to use electronic health record (EHR) data to examine the association of CNCP status and 6-month buprenorphine retention among patients with OUD. METHODS We analyzed EHR data of patients with OUD who received buprenorphine treatment in an academic healthcare system between 2010 and 2020 (N = 676). We used Kaplan-Meier curves and Cox proportional hazards regression to estimate risk of buprenorphine treatment discontinuation (≥90 days between subsequent prescriptions). We used Poisson regression to estimate the association of CNCP and the number of buprenorphine prescriptions over 6 months. RESULTS Compared to those without CNCP, a higher proportion of patients with CNCP were of older age and had comorbid diagnoses for psychiatric and substance use disorders. There were no differences in the probability of buprenorphine treatment continuation over 6 months by CNCP status (p = 0.15). In the adjusted cox regression model, the presence of CNCP was not associated with time to buprenorphine treatment discontinuation (HR = 0.90, p = 0.28). CNCP status was associated with a higher number of prescriptions over 6 months (IRR = 1.20, p < 0.01). CONCLUSIONS These findings suggest that the presence of CNCP alone cannot be reliably associated with buprenorphine retention in patients with OUD. Nonetheless, providers should be aware of the association between CNCP and greater psychiatric comorbidity among patients with OUD when developing treatment plans. Research on the influence of additional characteristics of CNCP on treatment retention is needed.
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Affiliation(s)
- William S. John
- Department of Psychiatry and Behavioral Sciences, Division of Social and Community Psychiatry, Duke University Medical Center, Durham, NC, United States
| | - Paolo Mannelli
- Department of Pyschiatry and Behavioral Sciences, Division of Adult Psychiatry and Psychology, Duke University Medical Center, Durham, NC, United States
| | - Rick H. Hoyle
- Department of Pyschiatry and Behavioral Sciences, Division of Adult Psychiatry and Psychology, Duke University Medical Center, Durham, NC, United States
| | - Lawrence Greenblatt
- Department of Psychology and Neuroscience, Duke University, Durham, NC, United States
| | - Li-Tzy Wu
- Department of Psychiatry and Behavioral Sciences, Division of Social and Community Psychiatry, Duke University Medical Center, Durham, NC, United States
- Department of Psychology and Neuroscience, Duke University, Durham, NC, United States
- Department of Medicine, Division of General Internal Medicine, Duke University Medical Center, Durham, NC, United States
- Duke Institue for Brain Sciences, Duke University, Durham, NC, United States
- Center for Child and Family Policy, Sanford School of Public Policy, Duke University, Durham, NC, United States
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Phillips KT, Pedula KL, Choi NG, Tawara KAK, Simiola V, Satre DD, Owen-Smith A, Lynch FF, Dickerson J. Chronic health conditions, acute health events, and healthcare utilization among adults over age 50 in Hawai'i who use cannabis: A matched cohort study. Drug Alcohol Depend 2022; 234:109387. [PMID: 35279458 DOI: 10.1016/j.drugalcdep.2022.109387] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/05/2021] [Revised: 02/14/2022] [Accepted: 02/28/2022] [Indexed: 01/12/2023]
Abstract
BACKGROUND Research on cannabis-related health outcomes in diverse older adults is limited. The current study utilized a matched cohort study design to compare older adults in Hawai'i with identified cannabis diagnoses and matched controls on chronic health conditions, acute health events, and healthcare utilization from 2016 to 2020. METHOD Patients age 50 + were identified using ICD-10 diagnostic codes for cannabis use, abuse, and dependence using electronic health record data from an integrated health system (Kaiser Permanente Hawai'i). Those with cannabis diagnoses (n = 275) were compared to matched non-using controls (n = 275; based on age, sex) on chronic health conditions (coronary heart disease, hypertension, COPD, chronic non-cancer pain), acute health events (myocardial infarction, respiratory symptoms, stroke, persistent or cyclic vomiting, injuries), and healthcare utilization (outpatient, inpatient, and emergency department visits) following case identification for two years. RESULTS Participants were 19.3% Native Hawaiian/Pacific Islander, 24.4% Asian, 47.8% White, and 8.5% Other/Unknown, with an average age of 62.8 years (SD=7.3). Adjusting for covariates as possible, participants with a cannabis diagnosis had significantly greater risk of coronary heart disease, chronic non-cancer pain, stroke, myocardial infarction, cyclic vomiting, and injuries, over time, compared to controls. Cannabis use was associated with any and greater frequency of outpatient, inpatient, and emergency department visits. CONCLUSIONS In a diverse sample, older adults who used cannabis had worse health conditions and events and used more health services over a two-year period. Future studies should evaluate cannabis-related health outcomes, effects of cannabis problem severity, as well as implications for healthcare in aging populations.
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Affiliation(s)
- Kristina T Phillips
- Center for Integrated Health Care Research, Kaiser Permanente Hawai'i, Honolulu, HI, USA.
| | - Kathryn L Pedula
- Hawai'i Permanente Medical Group, Kaiser Permanente Hawai'i, Honolulu, HI, USA
| | - Namkee G Choi
- Steve Hicks School of Social Work, The University of Texas at Austin, Austin, TX, USA
| | - Kylee-Ann K Tawara
- Center for Integrated Health Care Research, Kaiser Permanente Hawai'i, Honolulu, HI, USA; School of Public Health, University of Washington, Seattle, WA, USA
| | - Vanessa Simiola
- Center for Integrated Health Care Research, Kaiser Permanente Hawai'i, Honolulu, HI, USA
| | - Derek D Satre
- Department of Psychiatry and Behavioral Sciences, University of California, San Francisco, USA; Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
| | - Ashli Owen-Smith
- School of Public Health, Georgia State University, Atlanta, GA, USA; Center for Research and Evaluation, Kaiser Permanente Georgia, Atlanta, GA, USA
| | - Frances F Lynch
- Center for Health Research, Kaiser Permanente Northwest, Portland, OR, USA; OCHIN Research, Portland, OR, USA
| | - John Dickerson
- Center for Health Research, Kaiser Permanente Northwest, Portland, OR, USA
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Hung HY, Chien WC, Chung CH, Kao LT, Chow LH, Chen YH, Kotlińska JH, Silberring J, Huang EYK. Patients with alcohol use disorder increase pain and analgesics use: A nationwide population-based cohort study. Drug Alcohol Depend 2021; 229:109102. [PMID: 34634646 DOI: 10.1016/j.drugalcdep.2021.109102] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/16/2021] [Revised: 09/15/2021] [Accepted: 09/19/2021] [Indexed: 12/11/2022]
Abstract
BACKGROUND Alcohol has dual effects on many systems, including the pain system. We will test whether and how chronic alcohol consumption enhances pain sensation to develop pain disorder. METHODS We conducted a retrospective matched cohort study using data from the National Health Insurance Research Database (NHIRD) in Taiwan, in patients with and without alcohol use disorder (AUD). This study enrolled 19,174 individuals with AUD as study cohort and 19,174 propensity score-matched individuals without AUD as comparison cohort. The outcome was the incidence of pain disorders and the need for analgesics. The hazard ratios of pain disorders and the need for analgesics were evaluated using Cox proportional hazard regression analysis after adjusting for age, sex, index year, comorbidities, urbanization, areas of residence, and insurance premium. RESULTS The 14 years of follow-up showed that AUD patients had a higher adjusted hazard ratio (aHR) for developing pain disorders than in non-AUD controls [aHR= 1.290, 95% confidence interval (CI): 1.045-1.591]. Besides, AUD patients had a higher risk of analgesic use (aHR = 1.081, 95% CI: 1.064-1.312), including opioids and non-opioid analgesics. Most importantly, AUD patients required more days of analgesic use, increased dose of analgesics, and higher costs of analgesics. Moreover, AUD patients had more anemia (aHR=2.772, 95% CI: 2.581-2.872), which could be a mediating factor. CONCLUSIONS AUD patients had higher risks of developing pain disorders and subsequently increased analgesic demand. These results suggest that AUD worsened pain, and pain syndrome is correlated with the duration of chronic alcohol exposure.
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Affiliation(s)
- Hao-Yuan Hung
- Department of Pharmacology, National Defense Medical Center, Taipei 11490, Taiwan; Graduate Institute of Medical Sciences, National Defense Medical Center, Taipei 11490, Taiwan; Department of Pharmacy Practice, Tri-Service General Hospital, National Defense Medical Center, Taipei 11490, Taiwan
| | - Wu-Chien Chien
- Graduate Institute of Life Sciences, National Defense Medical Center, Taipei 11490, Taiwan; School of Public Health, National Defense Medical Center, Taipei 11490, Taiwan; Department of Medical Research, Tri-Service General Hospital, National Defense Medical Center, Taipei 11490, Taiwan
| | - Chi-Hsiang Chung
- School of Public Health, National Defense Medical Center, Taipei 11490, Taiwan; Taiwanese Injury Prevention and Safety Promotion Association, Taipei 11490, Taiwan
| | - Li-Ting Kao
- Department of Pharmacy Practice, Tri-Service General Hospital, National Defense Medical Center, Taipei 11490, Taiwan; Graduate Institute of Life Sciences, National Defense Medical Center, Taipei 11490, Taiwan; School of Public Health, National Defense Medical Center, Taipei 11490, Taiwan; School of Pharmacy, National Defense Medical Center, Taipei 11490, Taiwan
| | - Lok-Hi Chow
- Department of Anesthesiology, Taipei Veterans General Hospital, Taipei 11217, Taiwan; Department of Anesthesiology, School of Medicine, National Yang-Ming Chiao-Tung University, Taipei 11221, Taiwan; Department of Anesthesiology, Tri-Service General Hospital, National Defense Medical Center, Taipei 11490, Taiwan
| | - Yuan-Hao Chen
- Department of Pharmacology, National Defense Medical Center, Taipei 11490, Taiwan; Department of Neurological Surgery, Tri-Service General Hospital, National Defense Medical Center, Taipei 11490, Taiwan
| | - Jolanta H Kotlińska
- Department of Pharmacology and Pharmacodynamics, Faculty of Pharmacy with Division of Medical Analytics, Medical University of Lublin, Lublin 20-093, Poland
| | - Jerzy Silberring
- Department of Biochemistry and Neurobiology, Faculty of Materials Science and Ceramics, AGH University of Science and Technology, Krakow 30-059, Poland
| | - Eagle Yi-Kung Huang
- Department of Pharmacology, National Defense Medical Center, Taipei 11490, Taiwan; Graduate Institute of Medical Sciences, National Defense Medical Center, Taipei 11490, Taiwan.
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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.
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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
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Tseregounis IE, Henry SG. Assessing opioid overdose risk: a review of clinical prediction models utilizing patient-level data. Transl Res 2021; 234:74-87. [PMID: 33762186 PMCID: PMC8217215 DOI: 10.1016/j.trsl.2021.03.012] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/18/2020] [Revised: 02/24/2021] [Accepted: 03/16/2021] [Indexed: 12/23/2022]
Abstract
Drug, and specifically opioid-related, overdoses remain a major public health problem in the United States. Multiple studies have examined individual risk factors associated with overdose risk, but research developing clinical risk prediction tools for overdose has only emerged in the last few years. We conducted a comprehensive review of the literature on patient-level factors associated with opioid-related overdose risk, with an emphasis on clinical risk prediction models for opioid-related overdose in the United States. Studies that developed and/or validated clinical prediction models were closely reviewed and evaluated to determine the state of the field. We identified 12 studies that reported risk prediction models for opioid-related overdose risk. Published models were developed from a variety of data sources, including Veterans Health Administration data, Medicare data, commercial insurance data, and statewide linked datasets. Studies reported model performance using measures of discrimination, usually at good-to-excellent levels, though they did not always assess calibration. C-statistics were better for models that included clinical predictors (c-statistics: 0.75-0.95) compared to models without them (c-statistics: 0.69-0.82). External validation of models was rare, and we found no studies evaluating implementation of models or risk prediction tools into clinical practice. A common feature of these models was a high rate of false positives, largely because opioid-related overdose is rare in the general population. Thus, efforts to implement prediction models into practice should take into account that published models overestimate overdose risk for many low-risk patients. Future prediction models assessing overdose risk should employ external validation and address model calibration. In order to translate findings from prediction models into clinical public health benefit, future studies should focus on developing clinical prediction tools based on prediction models, implementing these tools into clinical practice, and evaluating the impact of these models on treatment decisions, patient outcomes, and, ultimately, opioid overdose rates.
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Affiliation(s)
- Iraklis Erik Tseregounis
- Center for Healthcare Policy and Research, University of California Davis, Sacramento, California, USA
| | - Stephen G Henry
- Center for Healthcare Policy and Research, University of California Davis, Sacramento, California, USA; Department of Internal Medicine, University of California Davis, Sacramento, California, USA.
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Zacharia M, Ioannou M, Theofanous A, Vasiliou VS, Karekla M. Does Cognitive Fusion show up similarly across two behavioral health samples? Psychometric properties and invariance of the Greek–Cognitive Fusion Questionnaire (G-CFQ). JOURNAL OF CONTEXTUAL BEHAVIORAL SCIENCE 2021. [DOI: 10.1016/j.jcbs.2021.01.003] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
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Lack of effect of different pain-related manipulations on opioid self-administration, reinstatement of opioid seeking, and opioid choice in rats. Psychopharmacology (Berl) 2021; 238:1885-1897. [PMID: 33765177 PMCID: PMC10041878 DOI: 10.1007/s00213-021-05816-9] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/12/2021] [Accepted: 03/01/2021] [Indexed: 01/26/2023]
Abstract
RATIONALE AND OBJECTIVE Pain-related factors increase the risk for opioid addiction, and pain may function as a negative reinforcer to increase opioid taking and seeking. However, experimental pain-related manipulations generally do not increase opioid self-administration in rodents. This discrepancy may reflect insufficient learning of pain-relief contingencies or confounding effects of pain-related behavioral impairments. Here, we determined if pairing noxious stimuli with opioid self-administration would promote pain-related reinstatement of opioid seeking or increase opioid choice over food. METHODS In Experiment 1, rats self-administered fentanyl in the presence or absence of repeated intraplantar capsaicin injections in distinct contexts to model context-specific exposure to cutaneous nociception. After capsaicin-free extinction in both contexts, we tested if capsaicin would reinstate fentanyl seeking. In Experiment 2, rats self-administered heroin after intraperitoneal (i.p.) lactic acid injections to model acute visceral inflammatory pain. After lactic acid-free extinction, we tested if lactic acid would reinstate heroin seeking. In Experiment 3, we tested if repeated i.p. lactic acid or intraplantar Complete Freund's Adjuvant (CFA; to model sustained inflammatory pain) would increase fentanyl choice over food. RESULTS In Experiments 1-2, neither capsaicin nor lactic acid reinstated opioid seeking after extinction, and lactic acid did not increase heroin-induced reinstatement. In Experiment 3, lactic acid and CFA decreased reinforcement rate without affecting fentanyl choice. CONCLUSIONS Results extend the range of conditions across which pain-related manipulations fail to increase opioid seeking in rats and suggest that enhanced opioid-addiction risk in humans with chronic pain involves factors other than enhanced opioid reinforcement and relapse.
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Killackey T, Noel M, Birnie KA, Choinière M, Pagé MG, Dassieu L, Lacasse A, Lalloo C, Brennenstuhl S, Poulin P, Ingelmo P, Ali S, Battaglia M, Campbell F, Smith A, Harris L, Mohabir V, Benayon M, Jordan I, Marianayagam J, Stinson J. COVID-19 Pandemic Impact and Response in Canadian Pediatric Chronic Pain Care: A National Survey of Medical Directors and Pain Professionals. CANADIAN JOURNAL OF PAIN-REVUE CANADIENNE DE LA DOULEUR 2021; 5:139-150. [PMID: 34263096 PMCID: PMC8253119 DOI: 10.1080/24740527.2021.1931069] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Background: The COVID-19 pandemic presents one of the greatest threats to pediatric pain care seen in generations. Due to public health restrictions, many pediatric pain clinics halted in-person appointments, delaying and disrupting access to care. There is no existing research on the impacts of COVID-19 on pediatric chronic pain care in Canada or the challenges experienced by health care professionals and pain clinics. Aims: The aim of this study was to evaluate the impact of COVID-19 on Canadian pediatric chronic pain care by documenting how health care professionals provided care during the first six months of the pandemic. Methods: Two Canadian online cross-sectional surveys were conducted: one among Canadian pediatric pain clinic directors (Study 1) and another among multidisciplinary pediatric pain health care professionals (Study 2). Results: Responses from 13/13 Canadian pediatric pain clinics/rehabilitation programs indicated that all clinics provided virtual care during the pandemic. No significant changes were reported on the frequency of appointment requests. Most clinics reported no perceived change in patient pain levels (n = 9/13, 69%) or occurrence of pain flares (n = 10/13, 77%). Results from 151 individual health care professionals indicated that the majority (90%) of non–emergency department respondents were providing virtual care. The main challenges of virtual care included technological barriers, financial concerns, infrastructure and logistics, privacy, and clinical challenges. Conclusions: This study documented the impact of the COVID-19 pandemic on pediatric chronic pain care in Canada and highlighted the rapid shift to using virtual solutions. Simultaneously, respondents outlined current challenges and potential solutions to consider in the development of virtual care guidelines and policy in Canada.
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Affiliation(s)
- Tieghan Killackey
- The Hospital for Sick Children, Child Health Evaluative Sciences, Toronto, Ontario, Canada
| | - Melanie Noel
- Alberta Children's Hospital, Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada
| | - Kathryn A Birnie
- Department of Anesthesiology, Perioperative, and Pain Medicine, Alberta Children's Hospital Research Institute, University of Calgary, Calgary, Alberta, Canada
| | - Manon Choinière
- Department of Anesthesiology and Pain Medicine, Faculty of Medicine, Université de Montréal, Montreal, Quebec, Canada.,Research Center of the Centre Hospitalier de l'Université de Montréal, Montreal, Quebec, Canada
| | - M Gabrielle Pagé
- Research Center of the Centre Hospitalier de l'Université de Montréal, Montreal, Quebec, Canada.,Department of Anesthesiology and Pain Medicine, Faculty of Medicine, Department of Psychology, Université de Montréal, Montreal, Quebec, Canada
| | - Lise Dassieu
- Research Center of the Centre Hospitalier de l'Université de Montréal, Montreal, Quebec, Canada.,Department of Biomedical Sciences, Université de Montréal, Montreal, Quebec, Canada
| | - Anaïs Lacasse
- Department of Health Sciences, Université du Québec en Abitibi-Témiscamingue, Rouyn-Noranda, Quebec, Canada
| | - Chitra Lalloo
- The Hospital for Sick Children, Child Health Evaluative Sciences, Toronto, Ontario, Canada.,Institute of Health Policy, Management & Evaluation, University of Toronto, Toronto, Ontario, Canada
| | - Sarah Brennenstuhl
- Lawrence S. Bloomberg Faculty of Nursing, University of Toronto, Toronto, Ontario, Canada
| | - Patricia Poulin
- Department of Anesthesiology & Pain Medicine, University of Ottawa, Ottawa, Ontario, Canada.,Department of Psychology, The Ottawa Hospital, Ottawa, Ontario, Canada.,Clinical Epidemiology Program, The Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
| | - Pablo Ingelmo
- Chronic Pain Service, Montreal Children's Hospital, McGill University Health Center, Montreal, Quebec, Canada
| | - Samina Ali
- Departments of Pediatrics & Emergency Medicine, Faculty of Medicine & Dentistry, University of Alberta, Edmonton, Alberta, Canada.,Women and Children's Health Research Institute, University of Alberta, Edmonton, Alberta, Canada
| | - Marco Battaglia
- Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada.,Division of Child Youth & Emerging Adulthood Psychiatry, CAMH, Toronto, Ontario, Canada
| | - Fiona Campbell
- Department of Anesthesia and Pain Medicine, Hospital for Sick Children, University of Toronto, Toronto, Ontario, Canada
| | - Andrew Smith
- Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada.,Interprofessional Pain and Addiction Recovery Clinic, Centre for Addiction and Mental Health, Toronto, Ontario, Canada
| | - Lauren Harris
- The Hospital for Sick Children, Child Health Evaluative Sciences, Toronto, Ontario, Canada
| | - Vina Mohabir
- The Hospital for Sick Children, Child Health Evaluative Sciences, Toronto, Ontario, Canada
| | - Myles Benayon
- Department of Medicine, McMaster University, Hamilton, Ontario, Canada
| | | | | | - Jennifer Stinson
- The Hospital for Sick Children, Child Health Evaluative Sciences, Toronto, Ontario, Canada.,Lawrence S. Bloomberg Faculty of Nursing, University of Toronto, Toronto, Ontario, Canada
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The association of opioid use disorder and homelessness nationally in the veterans health administration. Drug Alcohol Depend 2021; 223:108714. [PMID: 33865213 DOI: 10.1016/j.drugalcdep.2021.108714] [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: 12/20/2020] [Revised: 03/09/2021] [Accepted: 03/11/2021] [Indexed: 11/21/2022]
Abstract
BACKGROUND Substance use disorder (SUD) is a major risk factor for homelessness, but the specific association of opioid use disorder (OUD) and homelessness in the context of their shared risk factors has not been the focus of prior studies. We used national data from the United States Veterans Health Administration (VHA) to examine the association of OUD and homelessness in the context of shared risk factors. METHODS In this cross-sectional analysis of veterans who received VHA care during Fiscal Year 2012 (N = 5,450,078), we compared the prevalence of OUD and other sociodemographic, and clinical factors among homeless and non-homeless veterans. We estimated the odds ratio for homelessness associated with OUD alone, and after adjusting for other factors through multivariate logistic regression. RESULTS Homeless veterans had substantially higher prevalence of OUD than other VHA patients (7.7 % Vs 0.6 %) and OUD was associated with 13 times higher unadjusted odds of homelessness (Odds Ratio [OR] 13.36, 95 % CI 13.09-13.62), which decreased with adjustment for sociodemographic factors (black race, mean income and age), other SUD, medical, and psychiatric diagnoses (final OR 1.57, 95 % CI 1.53-1.61). Other SUDs (alcohol, cannabis, cocaine, and hallucinogens) showed similar or slightly higher odds of homelessness as OUD in the final model. CONCLUSIONS OUD was strongly associated with homelessness among US veterans although this association was largely but not entirely attenuated by shared sociodemographic and co-morbid risk factors including several other SUDs. Treatment of homeless veterans with OUD should address socio-economic vulnerabilities and other co-morbidities in addition to treatments for OUD.
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Powers JM, LaRowe LR, Lape EC, Zvolensky MJ, Ditre JW. Anxiety sensitivity, pain severity and co-use of cigarettes and e-cigarettes among adults with chronic pain. J Behav Med 2021; 44:392-401. [PMID: 33675503 PMCID: PMC11163874 DOI: 10.1007/s10865-021-00210-4] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2020] [Accepted: 02/18/2021] [Indexed: 12/20/2022]
Abstract
Anxiety sensitivity (fear of potential negative consequences of anxiety-related symptoms/sensations) has been identified as a transdiagnostic factor in comorbid pain and nicotine dependence and evidence suggests that anxiety sensitivity may be indirectly associated with nicotine use via greater pain severity. Therefore, this study tested the hypothesis that anxiety sensitivity is associated with cigarette and e-cigarette use/co-use directly and indirectly via greater pain severity. Participants included 273 online survey respondents with chronic musculoskeletal pain (34% female; Mage = 32.9). Anxiety sensitivity was positively associated with cigarette smoking, e-cigarette use and cigarette/e-cigarette co-use (ps < .05). Furthermore, anxiety sensitivity was indirectly and positively associated with cigarette smoking, e-cigarette use and co-use via greater chronic pain severity. Pain severity may play an important role in associations between anxiety sensitivity and nicotine dependence and prospective research should examine temporal/causal effects of anxiety sensitivity in relation to pain severity and nicotine/tobacco use.
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Affiliation(s)
- Jessica M Powers
- Department of Psychology, Syracuse University, Syracuse, NY, 13244, USA
| | - Lisa R LaRowe
- Department of Psychology, Syracuse University, Syracuse, NY, 13244, USA
| | - Emma C Lape
- Department of Psychology, Syracuse University, Syracuse, NY, 13244, USA
| | | | - Joseph W Ditre
- Department of Psychology, Syracuse University, Syracuse, NY, 13244, USA.
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Lucas P, Walsh Z, Hendricks PS, Boyd S, Milloy MJ. Self-reported reductions in tobacco and nicotine use following medical cannabis initiation: Results from a cross-sectional survey of authorized medical cannabis patients in Canada. J Subst Abuse Treat 2021; 130:108481. [PMID: 34118713 DOI: 10.1016/j.jsat.2021.108481] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2020] [Revised: 02/18/2021] [Accepted: 05/11/2021] [Indexed: 01/12/2023]
Abstract
BACKGROUND Despite decades of campaigns aimed at reducing tobacco/nicotine (T/N) use and the development of many different T/N reduction and cessation strategies, the impacts on international public health remain significant. Some studies have found an association between medical and non-medical cannabis use and T/N use, although the evidence on whether cannabis/cannabinoids increase or decrease the odds of reducing or ceasing T/N use remain contradictory. This paper explores the self-reported use of cannabis and associated changes in T/N use among a Canadian medical cannabis patient population. METHODS This study examines the impact of medical cannabis on T/N use by comparing self-reported patterns of use before and after the initiation of medical cannabis. Participants completed an online cross-sectional survey examining demographics, patterns of medical cannabis use, and the impact of medical cannabis on the use of T/N and other substances. The survey also included novel measures examining whether patients intended to use medical cannabis to reduce T/N use or had experience with other pharmacological or psychobehavioral T/N cessation strategies. We conducted a series of descriptive analyses and univariate and multivariate logistic regressions to explore the potential association between primary variables of interest and T/N reduction and cessation. RESULTS In total, the study recruited 2102 individuals, of whom 650 were current or former T/N users. Following initiation of medical cannabis use 320 (49%) T/N users self-reported reductions in use, with 160 (24.6%) reporting no T/N use in the 30 days prior to the survey. Odds of T/N cessation were greater among those who were age 55 or older (Adjusted Odds Ratio [AOR] = 2.56, 95% Confidence Interval [CI] 1.53-4.26), or those who reported >25 T/N uses per day in the pre-period (AOR = 2.11, 95% CI 1.14-3.92). Specific intent to use medical cannabis to quit resulted in significantly greater odds of reducing T/N use (AOR = 2.79, 95% CI 1.49-5.22); however, involvement with traditional T/N cessation treatments (pharmacological or psychobehavioral) was negatively associated with T/N cessation (AOR 0.39, 95% CI 0.18-0.86). CONCLUSIONS Results from this retrospective survey of medical cannabis users suggest that initiation of medical cannabis use was associated with self-reported reductions and/or cessation of T/N use in nearly half of study participants. In light of the significant morbidity, mortality, and health care costs related to T/N dependence, future research should further evaluate the potential of cannabis-based treatments to support efforts to reduce or cease T/N use.
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Affiliation(s)
- Philippe Lucas
- Social Dimensions of Health, University of Victoria, 3800 Finnerty Rd., Victoria, BC V8P 5C2, Canada; Canadian Institute for Substance Use Research, 2300 McKenzie Ave., Victoria, BC V8N 5M8, Canada; Tilray, 1100 Maughan Rd., Nanaimo, BC V9X 1J2, Canada.
| | - Zach Walsh
- Department of Psychology, University of British Columbia, Okanagan, 3333 University Way, Kelowna, BC V1V 1V7, Canada; Centre for the Advancement of Psychological Science and Law, University of British Columbia, Okanagan, 3333 University Way, Kelowna, BC V1V 1V7, Canada.
| | - Peter S Hendricks
- Department of Health Behavior, School of Public Health, University of Alabama at Birmingham, 227L Ryals Public Health Building, 1665 University Blvd., Birmingham, AL 35294, USA.
| | - Susan Boyd
- Faculty of Human and Social Development, School of Public Health and Social Policy, University of Victoria, 3800 Finnerty Rd., Victoria, BC V8P 5C2, Canada.
| | - M-J Milloy
- Faculty of Medicine, University of British Columbia, St. Paul's Hospital 806-1081, Burrard St., Vancouver, BC, Canada; British Columbia Centre on Substance Use, 400-1045 Howe St., Vancouver, BC V6Z 2A9, Canada.
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Balayssac D. [Relation between tobacco smoking and pain: A narrative review of the scientific literature]. Rev Mal Respir 2021; 38:269-277. [PMID: 33648775 DOI: 10.1016/j.rmr.2021.02.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2020] [Accepted: 09/20/2020] [Indexed: 11/28/2022]
Abstract
INTRODUCTION Tobacco smoking and pain have an intimate, complex, two-way interaction. The purpose of this narrative review of the literature is to present what is currently understood about the relationship. STATE OF KNOWLEDGE Tobacco smoking (and the associated chronic exposure to nicotine) has been defined as a risk factor for chronic pain, involving nociceptive sensitisation. For people who smoke, pain will be both a motivational factor for tobacco consumption and a barrier to tobacco use cessation. Conversely, nicotine (acute exposure) has clearly demonstrated analgesic properties, mediated in particular by activation of nicotinic acetylcholine receptors. PERSPECTIVES The management of pain in people who smoke is still largely unaddressed, and further studies will be needed to develop effective strategies for tobacco use cessation in this context. Nicotine and modulators of nicotinic acetylcholine receptors represent innovative strategies for the discovery of new analgesics. CONCLUSIONS The effects of smoking on pain, chronic nociceptive sensitisation and acute analgesia, serve to maintain tobacco consumption via negative reinforcement. A holistic therapeutic strategy is necessary to maximise the likelihood of successful smoking cessation.
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Affiliation(s)
- D Balayssac
- Université Clermont Auvergne, Inserm U1107 Neuro-Dol, Laboratoire de toxicologie, CHU Clermont-Ferrand, Direction de la recherche clinique et de l'innovation, 63000 Clermont-Ferrand, France.
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LaRowe LR, Cleveland JD, Long DM, Nahvi S, Cachay ER, Christopoulos KA, Crane HM, Cropsey K, Napravnik S, O'Cleirigh C, Merlin JS, Ditre JW. Prevalence and impact of comorbid chronic pain and cigarette smoking among people living with HIV. AIDS Care 2021; 33:1534-1542. [PMID: 33594924 DOI: 10.1080/09540121.2021.1883511] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
Rates of chronic pain and cigarette smoking are each substantially higher among people living with HIV (PLWH) than in the general population. The goal of these analyses was to examine the prevalence and impact of comorbid chronic pain and cigarette smoking among PLWH. Participants included 3289 PLWH (83% male) who were recruited from five HIV clinics. As expected, the prevalence of smoking was higher among PLWH with chronic pain (41.9%), than PLWH without chronic pain (26.6%, p < .0001), and the prevalence of chronic pain was higher among current smokers (32.9%), than among former (23.6%) or never (17%) smokers (ps < .0001). PLWH who endorsed comorbid chronic pain and smoking (vs. nonsmokers without chronic pain) were more likely to report cocaine/crack and cannabis use, be prescribed long-term opioid therapy, and have virologic failure, even after controlling for relevant sociodemographic and substance-related variables (ps < .05). These results contribute to a growing empirical literature indicating that chronic pain and cigarette smoking frequently co-occur, and extend this work to a large sample of PLWH. Indeed, PLWH may benefit from interventions that are tailored to address bidirectional pain-smoking effects in the context of HIV.
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Affiliation(s)
- Lisa R LaRowe
- Department of Psychology, Syracuse University, Syracuse, NY, USA
| | - John D Cleveland
- Department of Medicine at School of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Dustin M Long
- Department of Biostatistics, School of Public Health, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Shadi Nahvi
- Department of Medicine, Albert Einstein College of Medicine and Montefiore Medical Center, Bronx, NY, USA
| | - Edward R Cachay
- Division of Infectious Diseases, Department of Medicine, Owen Clinic, University of California at San Diego, San Diego, CA, USA
| | - Katerina A Christopoulos
- Division of HIV, Infectious Diseases, and Global Medicine, Zuckerberg San Francisco General Hospital, University of California, San Francisco, San Francisco, CA, USA
| | - Heidi M Crane
- Division of Infectious Disease, Department of Medicine, University of Washington, Seattle, WA, USA
| | - Karen Cropsey
- Department of Psychiatry, University of Alabama School of Medicine, Birmingham, AL, USA
| | - Sonia Napravnik
- Division of Infectious Diseases, Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Conall O'Cleirigh
- Department of Psychiatry, Massachusetts General Hospital/Harvard Medical School, The Fenway Institute, Boston, MA, USA
| | - Jessica S Merlin
- Divisions of General Internal Medicine and Infectious Diseases, Center for Research on Healthcare, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Joseph W Ditre
- Department of Psychology, Syracuse University, Syracuse, NY, USA
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Compton WM, Valentino RJ, DuPont RL. Polysubstance use in the U.S. opioid crisis. Mol Psychiatry 2021; 26:41-50. [PMID: 33188253 PMCID: PMC7815508 DOI: 10.1038/s41380-020-00949-3] [Citation(s) in RCA: 116] [Impact Index Per Article: 38.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/30/2020] [Revised: 10/04/2020] [Accepted: 10/29/2020] [Indexed: 02/07/2023]
Abstract
Interventions to address the U.S. opioid crisis primarily target opioid use, misuse, and addiction, but because the opioid crisis includes multiple substances, the opioid specificity of interventions may limit their ability to address the broader problem of polysubstance use. Overlap of opioids with other substances ranges from shifts among the substances used across the lifespan to simultaneous co-use of substances that span similar and disparate pharmacological categories. Evidence suggests that nonmedical opioid users quite commonly use other drugs, and this polysubstance use contributes to increasing morbidity and mortality. Reasons for adding other substances to opioids include enhancement of the high (additive or synergistic reward), compensation for undesired effects of one drug by taking another, compensation for negative internal states, or a common predisposition that is related to all substance consumption. But consumption of multiple substances may itself have unique effects. To achieve the maximum benefit, addressing the overlap of opioids with multiple other substances is needed across the spectrum of prevention and treatment interventions, overdose reversal, public health surveillance, and research. By addressing the multiple patterns of consumption and the reasons that people mix opioids with other substances, interventions and research may be enhanced.
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Affiliation(s)
- Wilson M Compton
- U.S. Department of Health and Human Service, National Institute on Drug Abuse, National Institutes of Health, Bethesda, MD, USA.
| | - Rita J Valentino
- U.S. Department of Health and Human Service, National Institute on Drug Abuse, National Institutes of Health, Bethesda, MD, USA
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Li T, Cunningham JL, Gilliam WP, Loukianova L, Donegan DM, Bancos I. Prevalence of Opioid-Induced Adrenal Insufficiency in Patients Taking Chronic Opioids. J Clin Endocrinol Metab 2020; 105:5899818. [PMID: 32866966 PMCID: PMC7470471 DOI: 10.1210/clinem/dgaa499] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/21/2020] [Accepted: 08/20/2020] [Indexed: 01/15/2023]
Abstract
CONTEXT Chronic opioid use may lead to adrenal insufficiency because of central suppression of the hypothalamic-pituitary-adrenal axis. However, the prevalence of opioid-induced adrenal insufficiency (OIAI) is unclear. OBJECTIVE To determine the prevalence of OIAI and to identify predictors for the development of OIAI in patients taking opioids for chronic pain. DESIGN Cross-sectional study, 2016-2018. SETTING Referral center. PATIENTS Adult patients taking chronic opioids admitted to the Pain Rehabilitation Center. MAIN OUTCOME MEASURE Diagnosis of OIAI was considered if positive case detection (cortisol < 10 mcg/dL, ACTH < 15 pg/mL, and dehydroepiandrosterone sulfate < 25 mcg/dL), and confirmed after endocrine evaluation. Daily morphine milligram equivalent (MME) was calculated. RESULTS In 102 patients (median age, 53 years [range, 22-83], 67% women), median daily MME was 60 mg (3-840), and median opioid therapy duration was 60 months (3-360). Abnormal case detection testing was found in 11 (10.8%) patients, and diagnosis of OIAI was made in 9 (9%). Patients with OIAI were on a higher daily MME (median, 140 [20-392] mg vs 57 [3-840] mg, P = 0.1), and demonstrated a 4 times higher cumulative opioid exposure (median of 13,440 vs 3120 mg*months, P = 0.03). No patient taking <MME of 20 mg/day developed OIAI (sensitivity of 100% for MME > 20 mg); however, specificity of MME cutoff >20 mg was only 19%. After opioid discontinuation, 6/7 patients recovered adrenal function. CONCLUSION The prevalence of OIAI was 9%, with MME cumulative exposure being the only predictor for OIAI development. Patients on MME of 20 mg/day and above should be monitored for OIAI.
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Affiliation(s)
- Taoran Li
- Division of Endocrinology, Diabetes and Nutrition, Department of Internal Medicine, Mayo Clinic, Rochester, Minnesota
- Department of Medicine, Mount Sinai St. Luke’s-Roosevelt Hospital, New York, New York
| | | | - Wesley P Gilliam
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, Minnesota
| | - Larissa Loukianova
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, Minnesota
| | - Diane M Donegan
- Division of Endocrinology, Diabetes and Nutrition, Department of Internal Medicine, Mayo Clinic, Rochester, Minnesota
- Division of Endocrinology, Diabetes and Metabolism, Indiana University, Indianapolis, Indiana
| | - Irina Bancos
- Division of Endocrinology, Diabetes and Nutrition, Department of Internal Medicine, Mayo Clinic, Rochester, Minnesota
- Correspondence and Reprint Requests: Irina Bancos, Division of Endocrinology, Metabolism and Nutrition, Mayo Clinic, 200 First Street SW, Rochester, MN 55905 USA. E-mail:
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Alcohol, Tobacco, and Substance Use and Association with Opioid Use Disorder in Patients with Non-malignant and Cancer Pain: a Review. CURRENT ANESTHESIOLOGY REPORTS 2020. [DOI: 10.1007/s40140-020-00415-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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Affiliation(s)
- Lisa R. LaRowe
- Department of Psychology, Syracuse University, Syracuse, NY, United States
| | - Joseph W. Ditre
- Department of Psychology, Syracuse University, Syracuse, NY, United States
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Votaw VR, Witkiewitz K, Vowles KE, Weiss RD, Griffin ML, McHugh RK. Pain interference and catastrophizing are not associated with polysubstance use among treatment-seeking patients with substance use disorders and chronic pain. THE AMERICAN JOURNAL OF DRUG AND ALCOHOL ABUSE 2020; 46:604-612. [PMID: 32529847 DOI: 10.1080/00952990.2020.1757687] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
Abstract
Background: People with substance use disorders (SUD) and co-occurring chronic pain report the use of myriad substances, which is concerning due to the heightened risk of overdose associated with polysubstance use. Identifying malleable factors associated with polysubstance use in this population can inform interventions. In this study, we examined whether two pain processes - pain interference and pain catastrophizing - were associated with polysubstance use. Objectives: We examined the cross-sectional associations among self-reported pain interference and catastrophizing and polysubstance use. We also determined if sex and primary SUD moderated these associations. Methods: Participants were 236 (36% female) adults receiving inpatient treatment for SUD (58% alcohol use disorder, 42% opioid use disorder) who met criteria for chronic pain. We utilized negative binomial regression to examine associations between pain interference and catastrophizing (focal independent variables) and the number of substances used in the month before treatment (i.e., polysubstance use; outcome). Results: Participants used three substances, on average, in the month prior to treatment. Neither pain interference (IRR = 1.05, p = .06) nor pain catastrophizing (IRR = 1.00, p = .37) were associated with polysubstance use. The association between pain interference and polysubstance use was moderated by sex and primary SUD (ps<0.01), such that these variables were positively related in men and those with alcohol use disorder. Conclusion: Pain interference and catastrophizing were not uniformly associated with polysubstance use, underscoring the need to examine other factors associated with polysubstance use in this population. However, men and those with alcohol use disorder might benefit from interventions targeting pain interference to reduce polysubstance use.
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Affiliation(s)
- Victoria R Votaw
- Department of Psychology, Center on Alcoholism, Substance Abuse, & Addictions, University of New Mexico , Albuquerque, NM, USA
| | - Katie Witkiewitz
- Department of Psychology, Center on Alcoholism, Substance Abuse, & Addictions, University of New Mexico , Albuquerque, NM, USA
| | | | - Roger D Weiss
- Division of Alcohol, Drugs and Addiction, McLean Hospital, Department of Psychiatry, Harvard Medical School , Belmont, MA, USA
| | - Margaret L Griffin
- Division of Alcohol, Drugs and Addiction, McLean Hospital, Department of Psychiatry, Harvard Medical School , Belmont, MA, USA
| | - R Kathryn McHugh
- Division of Alcohol, Drugs and Addiction, McLean Hospital, Department of Psychiatry, Harvard Medical School , Belmont, MA, USA
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