1
|
Brezic N, Gligorevic S, Candido KD, Knezevic NN. Assessing suicide risk in chronic pain management: a narrative review across drug classes. Expert Opin Drug Saf 2024; 23:1135-1155. [PMID: 39126380 DOI: 10.1080/14740338.2024.2391999] [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: 02/26/2024] [Revised: 06/28/2024] [Accepted: 07/25/2024] [Indexed: 08/12/2024]
Abstract
INTRODUCTION Chronic pain presents a multifaceted challenge in clinical practice, necessitating a nuanced understanding of pharmacological interventions to optimize treatment outcomes. This review provides an outline of various pharmacological agents commonly used in chronic pain management and highlights their safety considerations, particularly regarding suicide risk. AREAS COVERED This review discusses the role of antidepressants, anticonvulsants, GABA receptor agonists, NMDA receptor antagonists, corticosteroids, cannabis and cannabinoids, bisphosphonates, calcitonin, and alpha-2 adrenergic receptor agonists in chronic pain management. It assesses their therapeutic benefits, potential for misuse, and psychiatric adverse effects, including the risk of suicide. Each pharmacological class is evaluated in terms of its efficacy, safety profile, and considerations for clinical practice. We searched peer-reviewed English literature on the topic using the MEDLINE database without time restrictions. EXPERT OPINION While pharmacological interventions offer promise in alleviating chronic pain, healthcare providers must carefully weigh their benefits against potential risks, including the risk of exacerbating psychiatric symptoms and increasing suicide risk. Individualized treatment approaches, close monitoring, and multidisciplinary collaboration are essential for optimizing pain management strategies while mitigating adverse effects. Ongoing research efforts are crucial for advancing our understanding of these pharmacological interventions and refining pain management practices.
Collapse
Affiliation(s)
- Nebojsa Brezic
- Advocate Illinois Masonic Medical Center, Department of Anesthesiology, Chicago, IL, USA
| | - Strahinja Gligorevic
- Advocate Illinois Masonic Medical Center, Department of Anesthesiology, Chicago, IL, USA
| | - Kenneth D Candido
- Department of Anesthesiology, University of Illinois, Chicago, IL, USA
- Department of Surgery, University of Illinois, Chicago, IL, USA
| | - Nebojsa Nick Knezevic
- Advocate Illinois Masonic Medical Center, Department of Anesthesiology, Chicago, IL, USA
- Department of Anesthesiology, University of Illinois, Chicago, IL, USA
- Department of Surgery, University of Illinois, Chicago, IL, USA
| |
Collapse
|
2
|
Lape EC, Powers JM, LaRowe LR, Ditre JW. Initial validation of the expectancies for Benzodiazepine Analgesia Scale. Exp Clin Psychopharmacol 2024; 32:369-378. [PMID: 38010761 PMCID: PMC11098706 DOI: 10.1037/pha0000692] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/29/2023]
Abstract
Chronic pain populations exhibit greater prevalence of benzodiazepine (BZD) prescription (vs. the general population) and greater likelihood of BZD use not as prescribed and dependence symptoms. Individuals report taking BZDs for pain relief, potentially contributing to maintenance/escalation of BZD use and hazardous couse with prescription opioids. Identifying cognitive factors underlying pain-BZD use relations represents a critical step toward understanding the role of pain in BZD use trajectories. Outcome expectancies for substance-related analgesia have been implicated in pain-substance use comorbidity (e.g., alcohol), and there is reason to believe these processes may extend to BZD use. The present study aimed to examine psychometric properties of a newly adapted Expectancies for Benzodiazepine Analgesia (EBA) scale and probe associations between EBA scores and prescription opioid use behaviors. Participants were 306 adults (38.9% females) endorsing chronic pain and current BZD prescription who completed an online survey. Results provided initial support for psychometric validity of the EBA: evidence of single-factor structure with good model fit (Bollen-Stine bootstrap p = .101), excellent internal consistency (α = .93), and evidence of concurrent validity via correlations with pain variables, likelihood of BZD use not as prescribed, BZD dependence symptoms, and self-reported BZD use for pain relief. Exploratory findings among participants prescribed opioids indicated positive covariation between EBA scores and behaviors associated with higher risk opioid use. This is, to our knowledge, the first study to assess analgesia expectancies for BZD use. BZD analgesic expectancies warrant further study as a treatment target in comorbid pain and BZD use. (PsycInfo Database Record (c) 2024 APA, all rights reserved).
Collapse
Affiliation(s)
- Emma C. Lape
- Department of Psychology, Syracuse University, 430 Huntington Hall, Syracuse, NY 13244, United States
| | - Jessica M. Powers
- Department of Medical Social Sciences, Northwestern Feinberg School of Medicine, 625 North Michigan Avenue, 21st Floor, Chicago, IL 60611, United States
| | - Lisa R. LaRowe
- Mongan Institute Center for Aging and Serious Illness, Massachusetts General Hospital, 100 Cambridge Street, Suite 1600, Boston, MA 02114, United States
| | - Joseph W. Ditre
- Department of Psychology, Syracuse University, 430 Huntington Hall, Syracuse, NY 13244, United States
| |
Collapse
|
3
|
Otufowora A, Liu Y, Okusanya A, Ogidan A, Okusanya A, Cottler LB. The Effect of Veteran Status and Chronic Pain on Past 30-Day Sedative Use Among Community-Dwelling Adult Males. J Am Board Fam Med 2024; 37:118-128. [PMID: 38448239 PMCID: PMC11378463 DOI: 10.3122/jabfm.2023.230226r2] [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: 06/09/2023] [Revised: 06/20/2023] [Accepted: 08/29/2023] [Indexed: 03/08/2024] Open
Abstract
INTRODUCTION Given the high sedative prescription rate, the sedative-associated morbidity, and mortality nationally (especially among veterans), we aimed to test the hypothesis that veteran status in the presence of chronic pain would be associated with greater sedative use when compared with nonveteran status. METHODS The study participants were recruited by Community Health Workers (CHWs) through the ongoing community engagement program (HealthStreet) at the University of Florida. CHWs collected information on sociodemographic factors, health status, and past 30-day drug use patterns. RESULTS The study sample comprised 4,732 male participants, of which 21% were veterans, 58% were Blacks and 8.4% had used prescription sedatives in the past 30 days. Veterans (vs nonveterans) were twice as likely to have used prescription sedatives in the past 30 days in the presence of chronic pain. CONCLUSIONS Veterans with chronic pain are a high-risk population for current prescription sedative use.
Collapse
Affiliation(s)
- Ayodeji Otufowora
- From the Department of Pediatrics, Columbia University Medical Center, New York, NY (A Otufowora); Department of Epidemiology, College of Public Health and Health Professions, College of Medicine, University of Florida, Gainesville, FL (YL, LBC); Department of Pharmacy, College of Pharmacy and Health Sciences, Western New England University, Springfield, MA (A Okusanya); Department of Medicine & Surgery, Obafemi Awolowo College of Health Sciences, Olabisi Onabanjo University, Sagamu Campus, Ogun State, Nigeria (A Ogidan); Department of Public Health, Milken Institute School of Public Health, The George Washington University, Washington, DC (A Okusanya).
| | - Yiyang Liu
- From the Department of Pediatrics, Columbia University Medical Center, New York, NY (A Otufowora); Department of Epidemiology, College of Public Health and Health Professions, College of Medicine, University of Florida, Gainesville, FL (YL, LBC); Department of Pharmacy, College of Pharmacy and Health Sciences, Western New England University, Springfield, MA (A Okusanya); Department of Medicine & Surgery, Obafemi Awolowo College of Health Sciences, Olabisi Onabanjo University, Sagamu Campus, Ogun State, Nigeria (A Ogidan); Department of Public Health, Milken Institute School of Public Health, The George Washington University, Washington, DC (A Okusanya)
| | - Aderonke Okusanya
- From the Department of Pediatrics, Columbia University Medical Center, New York, NY (A Otufowora); Department of Epidemiology, College of Public Health and Health Professions, College of Medicine, University of Florida, Gainesville, FL (YL, LBC); Department of Pharmacy, College of Pharmacy and Health Sciences, Western New England University, Springfield, MA (A Okusanya); Department of Medicine & Surgery, Obafemi Awolowo College of Health Sciences, Olabisi Onabanjo University, Sagamu Campus, Ogun State, Nigeria (A Ogidan); Department of Public Health, Milken Institute School of Public Health, The George Washington University, Washington, DC (A Okusanya)
| | - Afeez Ogidan
- From the Department of Pediatrics, Columbia University Medical Center, New York, NY (A Otufowora); Department of Epidemiology, College of Public Health and Health Professions, College of Medicine, University of Florida, Gainesville, FL (YL, LBC); Department of Pharmacy, College of Pharmacy and Health Sciences, Western New England University, Springfield, MA (A Okusanya); Department of Medicine & Surgery, Obafemi Awolowo College of Health Sciences, Olabisi Onabanjo University, Sagamu Campus, Ogun State, Nigeria (A Ogidan); Department of Public Health, Milken Institute School of Public Health, The George Washington University, Washington, DC (A Okusanya)
| | - Adedoyin Okusanya
- From the Department of Pediatrics, Columbia University Medical Center, New York, NY (A Otufowora); Department of Epidemiology, College of Public Health and Health Professions, College of Medicine, University of Florida, Gainesville, FL (YL, LBC); Department of Pharmacy, College of Pharmacy and Health Sciences, Western New England University, Springfield, MA (A Okusanya); Department of Medicine & Surgery, Obafemi Awolowo College of Health Sciences, Olabisi Onabanjo University, Sagamu Campus, Ogun State, Nigeria (A Ogidan); Department of Public Health, Milken Institute School of Public Health, The George Washington University, Washington, DC (A Okusanya)
| | - Linda B Cottler
- From the Department of Pediatrics, Columbia University Medical Center, New York, NY (A Otufowora); Department of Epidemiology, College of Public Health and Health Professions, College of Medicine, University of Florida, Gainesville, FL (YL, LBC); Department of Pharmacy, College of Pharmacy and Health Sciences, Western New England University, Springfield, MA (A Okusanya); Department of Medicine & Surgery, Obafemi Awolowo College of Health Sciences, Olabisi Onabanjo University, Sagamu Campus, Ogun State, Nigeria (A Ogidan); Department of Public Health, Milken Institute School of Public Health, The George Washington University, Washington, DC (A Okusanya)
| |
Collapse
|
4
|
Oh TK, Hwang I, Song IA. Long-term benzodiazepine usage and mortality in patients with chronic non-cancer musculoskeletal pain: A Nationwide cohort study. Pain Pract 2024; 24:409-418. [PMID: 37872848 DOI: 10.1111/papr.13312] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2023]
Abstract
OBJECTIVES The impact of benzodiazepine use on mortality in patients with chronic non-cancer pain (CNCP) has not been identified. We aimed to examine the factors associated with benzodiazepine use among patients with CNCP and examine whether long-term benzodiazepine usage is associated with mortality in patients with CNCP. METHODS This study was conducted using data from the National Health Insurance Service database of South Korea. We selected 2.5% of all adult patients diagnosed with musculoskeletal diseases (MSD) in South Korea from 2010 to 2019 using a stratified random sampling technique and included them in the analysis as patients with CNCP. The risk of 10-year all-cause mortality in patients with CNCP was investigated using the 2010 cohort of patients with CNCP. RESULTS The proportion of the study population that used benzodiazepine during the 10-year study period was 2.1% (390,683/18,770,234). Multivariable logistic regression showed that old age; increased Charlson comorbidity index (CCI); opioid, gabapentin or pregabalin, paracetamol, non-steroidal anti-inflammatory drugs, and Z-drugs usage; and underlying psychiatric comorbidities were associated with increased benzodiazepine use. In addition, benzodiazepine use was associated with increased 10-year all-cause mortality (adjusted hazard ratio: 1.03, 95% confidence interval: 1.01, 1.06; p < 0.001). CONCLUSIONS Benzodiazepine was prescribed to 2.1% of the patients with CNCP in South Korea from 2010 to 2019. Old age, increased CCI, underlying psychiatric comorbidities, and use of certain drugs are associated with increased use of benzodiazepines. In addition, benzodiazepine use is associated with 10-year all-cause mortality in patients with CNCP.
Collapse
Affiliation(s)
- Tak Kyu Oh
- Department of Anesthesiology and Pain Medicine, Seoul National University Bundang Hospital, Seongnam, South Korea
- Department of Anesthesiology and Pain Medicine, College of Medicine, Seoul National University, Seoul, South Korea
| | - Insung Hwang
- Department of Anesthesiology and Pain Medicine, Seoul National University Bundang Hospital, Seongnam, South Korea
| | - In-Ae Song
- Department of Anesthesiology and Pain Medicine, Seoul National University Bundang Hospital, Seongnam, South Korea
- Department of Anesthesiology and Pain Medicine, College of Medicine, Seoul National University, Seoul, South Korea
| |
Collapse
|
5
|
Koo H, Jeong KH, Jeon N, Jung SY. Factors associated with the use of traditional doses of amitriptyline for chronic pain management: A cross-sectional study. Medicine (Baltimore) 2024; 103:e36790. [PMID: 38181253 PMCID: PMC10766233 DOI: 10.1097/md.0000000000036790] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Accepted: 12/05/2023] [Indexed: 01/07/2024] Open
Abstract
There are studies on the effect of low-dose amitriptyline on pain control, but there is a lack of studies on the use of amitriptyline for chronic pain and the factors associated with the prescription of traditional doses. We used a national sample cohort of patients aged ≥ 18 years who were prescribed amitriptyline along with chronic pain, without psychiatric disorders, between 2002 to 2015. We categorized the prescriptions into 2 groups according to the daily dose: low doses (≤25 mg) and traditional doses (>25 mg). Multivariable logistic regression models were used to identify factors associated with traditional dose prescriptions. Among 177,769 prescriptions for amitriptyline, 15,119 (8.5%) were prescribed for chronic pain. The prevalence of prescriptions and proportion of traditional doses of amitriptyline tended to decrease during the study period. Male sex (odds ratio [OR] 1.09, 95% confidence interval [CI] 1.05-1.13); age 65-80 years (OR 1.12, 95% CI 1.08-1.16), especially ≥ 80 years (OR 1.55, 95% CI 1.45-1.65); headaches (OR 1.18, 95% CI 1.10-1.27), receiving medical aids (OR 2.58, 95% CI 2.46-2.71); and being prescribed benzodiazepines or zolpidem concomitantly (OR 1.10, 95% CI 1.06-1.15) were significantly associated with traditional dose prescriptions of amitriptyline. Although traditional dose prescriptions of amitriptyline have been declining, close monitoring is still required in the presence of the above-mentioned factors.
Collapse
Affiliation(s)
- Hyunji Koo
- College of Pharmacy, Chung-Ang University, Seoul, Korea
| | | | - Nakyung Jeon
- College of Pharmacy, Pusan National University, Pusan, Korea
| | - Sun-Young Jung
- College of Pharmacy, Chung-Ang University, Seoul, Korea
- Department of Global Innovative Drugs, Graduate School of Chung-Ang University, Chung-Ang University, Seoul, Korea
| |
Collapse
|
6
|
Shermon S, Fazio KM, Shim R, Abd-Elsayed A, Kim CH. Prescription Trends in Complex Regional Pain Syndrome: A Retrospective Case-Control Study. Brain Sci 2023; 13:1012. [PMID: 37508943 PMCID: PMC10377480 DOI: 10.3390/brainsci13071012] [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: 06/06/2023] [Revised: 06/22/2023] [Accepted: 06/28/2023] [Indexed: 07/30/2023] Open
Abstract
OBJECTIVE The objective of this study was to evaluate discrepancies in prescription trends for analgesic medications in complex regional pain syndrome (CRPS) patients based on recommendations in the literature. DESIGN We conducted a retrospective case-control study. SUBJECTS A total of 2510 CRPS patients and 2510 demographic-matched controls participated in this study. METHODS The SlicerDicer feature in Epic was used to find patients diagnosed with CRPS I or II between January 2010 and November 2022. An equal number of age-, gender-, and race-matched controls without a CRPS diagnosis were retracted from Epic. General and CRPS-associated prescription frequencies for the following classes were retrieved for both cases and controls: benzodiazepines, bisphosphonates, calcitonin, capsaicin, neuropathic pain medications, NSAIDs, opioids, and steroids. RESULTS A total of 740 (29%) CRPS patients and 425 (17%) controls were prescribed benzodiazepines (95% CI 0.1-0.15), 154 (6.1%) CRPS patients and 52 (2.1%) controls were prescribed capsaicin (95% CI 0.03-0.05), 1837 (73%) CRPS patients and 927 (37%) controls were prescribed neuropathic pain medications (95% CI 0.05-0.34), 1769 (70%) CRPS patients and 1217 (48%) controls were prescribed opioids (95% CI 0.19-0.25), 1095 (44%) CRPS patients and 1217 (48%) controls were prescribed steroids (95% CI 0.08-0.14), and 1638 (65%) CRPS patients and 1765 (70%) controls were prescribed NSAIDs (95% CI -0.08-0.02), p < 0.001 for all classes. With CRPS-associated prescriptions, (95% CI 0.05-0.16, p < 0.001) more CRPS patients were prescribed opioids (N = 398, 59%) than controls (N = 327, 49%). CONCLUSIONS CRPS is difficult to treat with significant variance in suggested treatment modalities. Based on the results of our study, there is a divergence between some published recommendations and actual practice.
Collapse
Affiliation(s)
- Suzanna Shermon
- MetroHealth Medical Center, Case Western Reserve University, 4229 Pearl Road, Cleveland, OH 44109, USA
| | - Kimberly M Fazio
- MetroHealth Medical Center, Case Western Reserve University, 4229 Pearl Road, Cleveland, OH 44109, USA
| | - Richard Shim
- School of Medicine, Case Western Reserve University, Cleveland, OH 44109, USA
| | - Alaa Abd-Elsayed
- Department of Anesthesiology, University of Wisconsin, Madison, WI 53706, USA
| | - Chong H Kim
- MetroHealth Medical Center, Case Western Reserve University, 4229 Pearl Road, Cleveland, OH 44109, USA
| |
Collapse
|
7
|
Morrissey EJ, Alshelh Z, Knight PC, Saha A, Kim M, Torrado-Carvajal A, Zhang Y, Edwards RR, Pike C, Locascio JJ, Napadow V, Loggia ML. Assessing the potential anti-neuroinflammatory effect of minocycline in chronic low back pain: Protocol for a randomized, double-blind, placebo-controlled trial. Contemp Clin Trials 2023; 126:107087. [PMID: 36657520 DOI: 10.1016/j.cct.2023.107087] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2022] [Revised: 12/28/2022] [Accepted: 01/13/2023] [Indexed: 01/18/2023]
Abstract
INTRODUCTION Both preclinical studies, and more recent clinical imaging studies, suggest that glia-mediated neuroinflammation may be implicated in chronic pain, and therefore might be a potential treatment target. However, it is currently unknown whether modulating neuroinflammation effectively alleviates pain in humans. This trial tests the hypothesis that minocycline, an FDA-approved tetracycline antibiotic and effective glial cell inhibitor in animals, reduces neuroinflammation and may reduce pain symptoms in humans with chronic low back pain. METHODS AND ANALYSIS This study is a randomized, double-blind, placebo-controlled clinical trial. Subjects, aged 18-75, with a confirmed diagnosis of chronic (≥ six months) low back pain (cLBP) and a self-reported pain rating of at least four out of ten (for at least half of the days during an average week) are enrolled via written, informed consent. Eligible subjects are randomized to receive a 14-day course of either active drug (minocycline) or placebo. Before and after treatment, subjects are scanned with integrated Positron Emission Tomography/Magnetic Resonance Imaging (PET/MRI) using [11C]PBR28, a second-generation radiotracer for the 18 kDa translocator protein (TSPO), which is highly expressed in glial cells and thus a putative marker of neuroinflammation. Pain levels are evaluated via daily surveys, collected seven days prior to the start of medication, and throughout the 14 days of treatment. General linear models will be used to assess pain levels and determine the treatment effect on brain (and spinal cord) TSPO signal. TRIAL REGISTRATION NUMBER ClinicalTrials.gov (NCT03106740).
Collapse
Affiliation(s)
- Erin J Morrissey
- MGH/HST Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, USA
| | - Zeynab Alshelh
- MGH/HST Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, USA
| | - Paulina C Knight
- MGH/HST Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, USA
| | - Atreyi Saha
- MGH/HST Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, USA
| | - Minhae Kim
- MGH/HST Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, USA
| | - Angel Torrado-Carvajal
- MGH/HST Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, USA; Medical Image Analysis and Biometry Laboratory, Universidad Rey Juan Carlos, Madrid, Spain
| | - Yi Zhang
- Department of Anesthesia, Critical Care and Pain Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Robert R Edwards
- Department of Anesthesiology, Perioperative and Pain Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Chelsea Pike
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - Joseph J Locascio
- Harvard Catalyst Biostatistical Consulting Unit, Massachusetts General Hospital, Boston, MA, USA
| | - Vitaly Napadow
- MGH/HST Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, USA; Department of Anesthesiology, Perioperative and Pain Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA; Department of Physical Medicine and Rehabilitation, Spaulding Rehabilitation Hospital, Harvard Medical School, Boston, MA, USA
| | - Marco L Loggia
- MGH/HST Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, USA; Department of Anesthesia, Critical Care and Pain Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA.
| |
Collapse
|
8
|
Lape EC, Powers JM, Hooker JE, Edwards RR, Ditre JW. Benzodiazepine Use and Dependence in Relation to Chronic Pain Intensity and Pain Catastrophizing. THE JOURNAL OF PAIN 2023; 24:345-355. [PMID: 36243316 PMCID: PMC9898110 DOI: 10.1016/j.jpain.2022.09.019] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/29/2022] [Revised: 09/21/2022] [Accepted: 09/27/2022] [Indexed: 11/07/2022]
Abstract
Benzodiazepines (BZDs), a class of sedative-hypnotic medications, generated concern as their popularity grew, with particular alarm regarding elevated rates of BZD use among chronic pain populations. Consistent with negative reinforcement/motivational models of substance use, desire for pain alleviation may motivate BZD use. Yet, little is known about relations between pain and addiction-relevant BZD use processes. This cross-sectional survey study aimed to: a) test associations between pain intensity and clinically relevant BZD use patterns, and b) examine the role of pain catastrophizing in hypothesized pain-BZD relations. Participants included 306 adults with chronic musculoskeletal pain and a current BZD prescription who completed an online survey study (Mage = 38.7, 38.9% female). Results indicated that pain intensity was positively associated with past-month BZD use frequency, BZD dependence severity, and likelihood of endorsing BZD misuse behaviors (ps < .05). Pain catastrophizing was positively associated with BZD dependence/likelihood of BZD misuse, covarying for pain intensity (P < .05). These findings build upon an emerging literature by highlighting positive covariation of pain intensity and pain catastrophizing with addiction-relevant BZD use behaviors. Results underscore the need to further investigate high-risk BZD use among individuals with chronic pain, with and without concurrent opioid use, to inform prevention/intervention efforts. PERSPECTIVE: This article presents findings on cross-sectional associations of pain intensity and pain catastrophizing with clinically relevant benzodiazepine (BZD) use outcomes, including dependence and misuse, among individuals with chronic pain. Findings help elucidate the higher burden of BZD misuse/dependence in chronic pain populations and suggest that pain relief may be a common, yet under recognized, self-reported motivation for taking BZDs.
Collapse
Affiliation(s)
- Emma C Lape
- Department of Psychology, Syracuse University, Syracuse, New York
| | - Jessica M Powers
- Department of Psychology, Syracuse University, Syracuse, New York
| | - Julia E Hooker
- Department of Psychology, Syracuse University, Syracuse, New York
| | - Robert R Edwards
- Department of Anesthesiology, Perioperative and Pain Medicine, Brigham & Women's Hospital, Boston, Massachusetts
| | - Joseph W Ditre
- Department of Psychology, Syracuse University, Syracuse, New York.
| |
Collapse
|
9
|
Charron E, Okifuji A, Bryan MA, Reese S, Brown JL, Ferguson A, Ghitza UE, Winhusen T, Cochran G. Pain Severity and Interference and Substance Use Among Community Pharmacy Patients Prescribed Opioids: A Secondary Analysis of the PHARMSCREEN Study. THE JOURNAL OF PAIN 2022; 23:1448-1459. [PMID: 35417791 PMCID: PMC9356992 DOI: 10.1016/j.jpain.2022.03.238] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/26/2021] [Revised: 12/31/2021] [Accepted: 03/10/2022] [Indexed: 04/25/2023]
Abstract
This secondary analysis examined relationships between pain severity and interference and substance use among patients filling opioid prescriptions in Indiana and Ohio community pharmacies (n = 1,461). We likewise sought to explore the moderating role of gender in pain-substance use relations. We used patient-reported data from a cross-sectional health survey linked with controlled substance dispensing data from statewide prescription drug monitoring programs. Multivariable logistic regression estimated associations between pain severity and interference and various indices of risky prescription opioid use and non-opioid substance use. Exploratory analyses examined whether gender moderated associations. Increased pain severity was associated with increased odds of moderate- to high-risk opioid use (OR: 1.23; 95% CI: 1.16-1.31) and opioid-benzodiazepine co-use (OR: 1.20; 95% CI: 1.03-1.40). Increased pain interference was associated with greater odds of receiving opioids from multiple pharmacies or providers (OR: 1.15; 95% CI: 1.01-1.31). Increased pain severity and interference were associated with higher odds of any tobacco use (severity: OR: 1.13; 95% CI: 1.06-1.21; interference: OR: 1.07; 95% CI: 1.01-1.12) and weekly to daily sedative use (severity: OR: 1.13; 95% CI: 1.03-1.25; interference: OR: 1.13; 95% CI: 1.04-1.22). Increased pain severity was associated with decreased odds of any alcohol use (OR: 0.93; 95% CI: 0.88-0.99). Gender was a significant effect modifier in associations between pain and alcohol, tobacco, and cannabis use. The study was registered in the database of clinicaltrials.gov (register number NCT03936985). Perspective: This study suggests that pain severity and interference are associated with increased use of non-medical prescription opioids, sedatives, and tobacco and decreased use of alcohol, in ways that are different between women and men. Findings may guide the development of gender-sensitive evidence-based strategies to ameliorate or prevent substance misuse among patients living with pain.
Collapse
Affiliation(s)
- Elizabeth Charron
- Program for Addiction Research, Clinical Care, Knowledge, and Advocacy (PARCKA), Salt Lake City, Utah; Division of Epidemiology, University of Utah School of Medicine, Salt Lake City, Utah.
| | - Akiko Okifuji
- Department of Anesthesiology, University of Utah School of Medicine, Salt Lake City, Utah
| | - M Aryana Bryan
- Program for Addiction Research, Clinical Care, Knowledge, and Advocacy (PARCKA), Salt Lake City, Utah; Division of Epidemiology, University of Utah School of Medicine, Salt Lake City, Utah
| | - Sarah Reese
- School of Social Work, University of Montana, Missoula, Montana
| | - Jennifer L Brown
- Department of Psychology, University of Cincinnati College of Arts and Sciences, ML 0376 4130N Edwards One Center, Cincinnati, Ohio; Department of Psychiatry and Behavioral Neuroscience, University of Cincinnati College of Medicine, Cincinnati, Ohio; Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - Andrew Ferguson
- Department of Psychiatry and Behavioral Neuroscience, University of Cincinnati College of Medicine, Cincinnati, Ohio; Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - Udi E Ghitza
- National Institute on Drug Abuse, Center for Clinical Trials Network, Bethesda, Maryland
| | - T Winhusen
- Department of Psychiatry and Behavioral Neuroscience, University of Cincinnati College of Medicine, Cincinnati, Ohio; Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - Gerald Cochran
- Program for Addiction Research, Clinical Care, Knowledge, and Advocacy (PARCKA), Salt Lake City, Utah; Division of Epidemiology, University of Utah School of Medicine, Salt Lake City, Utah
| |
Collapse
|
10
|
Trager RJ, Cupler ZA, DeLano KJ, Perez JA, Dusek JA. Association between chiropractic spinal manipulative therapy and benzodiazepine prescription in patients with radicular low back pain: a retrospective cohort study using real-world data from the USA. BMJ Open 2022; 12:e058769. [PMID: 35697464 PMCID: PMC9196200 DOI: 10.1136/bmjopen-2021-058769] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/27/2021] [Accepted: 05/24/2022] [Indexed: 12/28/2022] Open
Abstract
OBJECTIVES Although chiropractic spinal manipulative therapy (CSMT) and prescription benzodiazepines are common treatments for radicular low back pain (rLBP), no research has examined the relationship between these interventions. We hypothesise that utilisation of CSMT for newly diagnosed rLBP is associated with reduced odds of benzodiazepine prescription through 12 months' follow-up. DESIGN Retrospective cohort study. SETTING National, multicentre 73-million-patient electronic health records-based network (TriNetX) in the USA, queried on 30 July 2021, yielding data from 2003 to the date of query. PARTICIPANTS Adults aged 18-49 with an index diagnosis of rLBP were included. Serious aetiologies of low back pain, structural deformities, alternative neurological lesions and absolute benzodiazepine contraindications were excluded. Patients were assigned to cohorts according to CSMT receipt or absence. Propensity score matching was used to control for covariates that could influence the likelihood of benzodiazepine utilisation. OUTCOME MEASURES The number, percentage and OR of patients receiving a benzodiazepine prescription over 3, 6 and 12 months' follow-up prematching and postmatching. RESULTS After matching, there were 9206 patients (mean (SD) age, 37.6 (8.3) years, 54% male) per cohort. Odds of receiving a benzodiazepine prescription were significantly lower in the CSMT cohort over all follow-up windows prematching and postmatching (p<0.0001). After matching, the OR (95% CI) of benzodiazepine prescription at 3 months was 0.56 (0.50 to 0.64), at 6 months 0.61 (0.55 to 0.68) and 12 months 0.67 (0.62 to 0.74). Sensitivity analysis suggested a patient preference to avoid prescription medications did not explain the study findings. CONCLUSIONS These findings suggest that receiving CSMT for newly diagnosed rLBP is associated with reduced odds of receiving a benzodiazepine prescription during follow-up. These results provide real-world evidence of practice guideline-concordance among patients entering this care pathway. Benzodiazepine prescription for rLBP should be further examined in a randomised trial including patients receiving chiropractic or usual medical care, to reduce residual confounding.
Collapse
Affiliation(s)
- Robert James Trager
- Connor Whole Health, University Hospitals Cleveland Medical Center, Cleveland, Ohio, USA
| | - Zachary A Cupler
- Physical Medicine & Rehabilitative Services, Butler VA Health Care System, Butler, Pennsylvania, USA
- Institute for Clinical Research Education, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Kayla J DeLano
- Clinical Research Center, University Hospitals Cleveland Medical Center, Cleveland, Ohio, USA
| | - Jaime A Perez
- Clinical Research Center, University Hospitals Cleveland Medical Center, Cleveland, Ohio, USA
| | - Jeffery A Dusek
- Connor Whole Health, University Hospitals Cleveland Medical Center, Cleveland, Ohio, USA
- Department of Family Medicine and Community Health, Case Western Reserve University School of Medicine, Cleveland, Ohio, USA
| |
Collapse
|
11
|
Vogel M, Choi F, Westenberg JN, Cabanis M, Nikoo N, Nikoo M, Hwang SW, Somers J, Schütz CG, Krausz M. Chronic Pain among Individuals Experiencing Homelessness and Its Interdependence with Opioid and Other Substance Use and Mental Illness. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 19:ijerph19010005. [PMID: 35010263 PMCID: PMC8751035 DOI: 10.3390/ijerph19010005] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/11/2021] [Revised: 12/16/2021] [Accepted: 12/18/2021] [Indexed: 05/14/2023]
Abstract
Chronic pain and substance use disorders are serious conditions that are prevalent among homeless populations. The aim of this study was to examine the association between chronic pain and substance use among individuals experiencing homelessness and mental illness. We analyzed cross-sectional data from two sites of the At Home/Chez Soi study (Vancouver and Toronto) using bivariate statistics and multivariate logistic regression. Substance use and chronic pain parameters were assessed with the Maudsley Addiction Profile and purpose-designed short instruments. The sample comprised 828 participants. Mean age was 42.4 years and 54% reported chronic pain. In bivariate analysis, chronic pain was significantly associated with use of opioids and stimulants, daily substance use, polysubstance use and injecting as route of administration. In multivariate analysis, only daily substance use (OR: 1.46, 95% CI: 1.02-2.09) and injecting (OR: 1.81, 95% CI: 1.08-3.05) remained as significant associated factors, whereas neither use of opioids nor use of stimulants specifically were significantly associated with chronic pain. Among participants with chronic pain, daily substance users (50% vs. 22%, p < 0.001) and injectors (66% vs. 24%, p < 0.001) were more likely to use non-prescribed medication for pain. Participants with daily substance use were less likely to receive professional treatment (52% vs. 64%, p = 0.017) and prescribed pain medication (42% vs. 54%, p = 0.023). Our findings suggest an association of chronic pain with patterns related to severity of substance use rather than to specific substance use in homeless persons with mental illness. Interventions aiming at prevention and treatment of chronic pain in this population should consider severity of substance use and associated risk behavior over use of specific substances.
Collapse
Affiliation(s)
- Marc Vogel
- Psychiatric Services Thurgovia, Division of Substance Use Disorders, 8596 Münsterlingen, Switzerland
- Center for Addiction Disorder, University of Basel Psychiatric Clinics, 4002 Basel, Switzerland
- Correspondence: ; Tel.: +41-71-686-41-41
| | - Fiona Choi
- Department of Psychiatry, Faculty of Medicine, The University of British Columbia, Vancouver, BC V6T 2A1, Canada; (F.C.); (J.N.W.); (N.N.); (M.N.); (C.G.S.); (M.K.)
| | - Jean N. Westenberg
- Department of Psychiatry, Faculty of Medicine, The University of British Columbia, Vancouver, BC V6T 2A1, Canada; (F.C.); (J.N.W.); (N.N.); (M.N.); (C.G.S.); (M.K.)
- Clinic for Addiction Medicine and Addictive Behavior, Klinikum Stuttgart, 70174 Stuttgart, Germany;
| | - Maurice Cabanis
- Clinic for Addiction Medicine and Addictive Behavior, Klinikum Stuttgart, 70174 Stuttgart, Germany;
| | - Nooshin Nikoo
- Department of Psychiatry, Faculty of Medicine, The University of British Columbia, Vancouver, BC V6T 2A1, Canada; (F.C.); (J.N.W.); (N.N.); (M.N.); (C.G.S.); (M.K.)
| | - Mohammadali Nikoo
- Department of Psychiatry, Faculty of Medicine, The University of British Columbia, Vancouver, BC V6T 2A1, Canada; (F.C.); (J.N.W.); (N.N.); (M.N.); (C.G.S.); (M.K.)
| | - Stephen W. Hwang
- MAP Centre for Urban Health Solutions, St. Michael’s Hospital, Toronto, ON M5B 1W8, Canada;
| | - Julian Somers
- Faculty of Health Sciences, Simon Fraser University, Vancouver, BC V5A 1S6, Canada;
| | - Christian G. Schütz
- Department of Psychiatry, Faculty of Medicine, The University of British Columbia, Vancouver, BC V6T 2A1, Canada; (F.C.); (J.N.W.); (N.N.); (M.N.); (C.G.S.); (M.K.)
- Centre for Health Evaluation and Outcome Sciences (CHEOS), The University of British Columbia, Vancouver, BC V6Z IY6, Canada
- BC Mental Health and Substance Use Services Research Institute, Provincial Health Services Agency, Vancouver, BC V5Z 4H4, Canada
| | - Michael Krausz
- Department of Psychiatry, Faculty of Medicine, The University of British Columbia, Vancouver, BC V6T 2A1, Canada; (F.C.); (J.N.W.); (N.N.); (M.N.); (C.G.S.); (M.K.)
- Centre for Health Evaluation and Outcome Sciences (CHEOS), The University of British Columbia, Vancouver, BC V6Z IY6, Canada
| |
Collapse
|
12
|
Esechie A, Kuo YF, Goodwin JS, Westra J, Raji MA. Trends in prescribing pattern of opioid and benzodiazepine substitutes among Medicare part D beneficiaries from 2013 to 2018: a retrospective study. BMJ Open 2021; 11:e053487. [PMID: 34794996 PMCID: PMC8603279 DOI: 10.1136/bmjopen-2021-053487] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/21/2021] [Accepted: 10/25/2021] [Indexed: 11/25/2022] Open
Abstract
OBJECTIVE Opioid and benzodiazepine co-prescribing is associated with a substantial increase in opioid overdose deaths. In this study, we examine the prescribing trends of substitutes of opioids and benzodiazepines alone or in combination, compared with opioids and benzodiazepines. DESIGN Retrospective cohort study. SETTING Data were collected using a 20% national sample of Medicare beneficiaries from 2013 to 2018. PARTICIPANTS 4.1-4.3 million enrollees each year from 2013 to 2018. INTERVENTION None. PRIMARY OUTCOME We employ a generalised linear mixed models to calculate ORs for opioid use, benzodiazepine or Z-drug (benzos/Z-drugs) use, opioid/benzos/Z-drugs 30-day use, gabapentinoid use and (selective serotonin reuptake inhibitors (SSRI) and serotonin norepinephrine reuptake inhibitors (SNRIs)) use, adjusted for the repeated measure of patient. We then created two models to calculate the ORs for each year and comparing to 2013. RESULTS Opioid and benzos/Z-drugs use decreased by 2018 (aOR 0.626; 95% CI 0.622 to 0.630) comparing to 2013. We demonstrate a 36.3% and 9.9% increase rate of gabapentinoid and SSRI/SNRI use, respectively. Furthermore, combined gabapentinoid and SSRI/SNRI use increased in 2018 (aOR 1.422; 95% CI 1.412 to 1.431). CONCLUSION Little is known about the prescribing pattern and trend of opioid and benzodiazepine alternatives as analgesics. There is a modest shift from prescribing opioid and benzos/Z-drugs (alone or in combination) towards prescribing non-opioid analgesics-gabapentinoids with and without non-benzos/Z-drugs that are indicated for anxiety. It is unclear if this trend towards opioid/benzos/Z-drugs alternatives is associated with fewer drug overdose death, better control of pain and comorbid anxiety, and improved quality of life.
Collapse
Affiliation(s)
- Aimalohi Esechie
- Neurology, The University of Texas Medical Branch, Galveston, Texas, USA
| | - Yong-Fang Kuo
- Division of Geriatrics and Palliative Medicine & Sealy Center on Aging, Department of Internal Medicine, The University of Texas Medical Branch, Galveston, Texas, USA
| | - James S Goodwin
- Division of Geriatrics and Palliative Medicine & Sealy Center on Aging, Department of Internal Medicine, Department of Preventive Medicine and Population Health, Institute for Translational Science, The University of Texas Medical Branch, Galveston, Texas, USA
| | - Jordan Westra
- Office of Biostatistics, The University of Texas Medical Branch, Galveston, Texas, USA
| | - Mukaila A Raji
- Department of Neurology, Division of Geriatrics and Palliative Medicine & Sealy Center on Aging, Department of Internal Medicine, Department of Preventive Medicine and Population Health, The University of Texas Medical Branch, Galveston, Texas, USA
| |
Collapse
|
13
|
Rajamäki TJ, Moilanen T, Puolakka PA, Hietaharju A, Jämsen E. Is the Preoperative Use of Antidepressants and Benzodiazepines Associated with Opioid and Other Analgesic Use After Hip and Knee Arthroplasty? Clin Orthop Relat Res 2021; 479:2268-2280. [PMID: 33982976 PMCID: PMC8445559 DOI: 10.1097/corr.0000000000001793] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/05/2021] [Accepted: 04/05/2021] [Indexed: 01/31/2023]
Abstract
BACKGROUND Mental health disorders can occur in patients with pain conditions, and there have been reports of an increased risk of persistent pain after THA and TKA among patients who have psychological distress. Persistent pain may result in the prolonged consumption of opioids and other analgesics, which may expose patients to adverse drug events and narcotic habituation or addiction. However, the degree to which preoperative use of antidepressants or benzodiazepines is associated with prolonged analgesic use after surgery is not well quantified. QUESTION/PURPOSES (1) Is the preoperative use of antidepressants or benzodiazepine medications associated with a greater postoperative use of opioids, NSAIDs, or acetaminophen? (2) Is the proportion of patients still using opioid analgesics 1 year after arthroplasty higher among patients who were taking antidepressants or benzodiazepine medications before surgery, after controlling for relevant confounding variables? (3) Does analgesic drug use decrease after surgery in patients with a history of antidepressant or benzodiazepine use? (4) Does the proportion of patients using antidepressants or benzodiazepines change after joint arthroplasty compared with before? METHODS Of the 10,138 patients who underwent hip arthroplasty and the 9930 patients who underwent knee arthroplasty at Coxa Hospital for Joint Replacement, Tampere, Finland, between 2002 and 2013, those who had primary joint arthroplasty for primary osteoarthritis (64% [6502 of 10,138] of patients with hip surgery and 82% [8099 of 9930] who had knee surgery) were considered potentially eligible. After exclusion of another 8% (845 of 10,138) and 13% (1308 of 9930) of patients because they had revision or another joint arthroplasty within 2 years of the index surgery, 56% (5657 of 10,138) of patients with hip arthroplasty and 68% (6791 of 9930) of patients with knee arthroplasty were included in this retrospective registry study. Patients who filled prescriptions for antidepressants or benzodiazepines were identified from a nationwide drug prescription register, and information on the filled prescriptions for opioids (mild and strong), NSAIDs, and acetaminophen were extracted from the same database. For the analyses, subgroups were created according to the status of benzodiazepine and antidepressant use during the 6 months before surgery. First, the proportions of patients who used opioids and any analgesics (that is, opioids, NSAIDs, or acetaminophen) were calculated. Then, multivariable logistic regression adjusted with age, gender, joint, Charlson Comorbidity Index, BMI, laterality (unilateral/same-day bilateral), and preoperative analgesic use was performed to calculate odds ratios for any analgesic use and opioid use 1 year postoperatively. Additionally, the proportion of patients who used antidepressants and benzodiazepines was calculated for 2 years before and 2 years after surgery. RESULTS At 1 year postoperatively, patients with a history of antidepressant or benzodiazepine use were more likely to fill prescriptions for any analgesics than were patients without a history of antidepressant or benzodiazepine use (adjusted odds ratios 1.9 [95% confidence interval 1.6 to 2.2]; p < 0.001 and 1.8 [95% CI 1.6 to 2.0]; p < 0.001, respectively). Similarly, patients with a history of antidepressant or benzodiazepine use were more likely to fill prescriptions for opioids than patients without a history of antidepressant or benzodiazepine use (adjusted ORs 2.1 [95% CI 1.7 to 2.7]; p < 0.001 and 2.0 [95% CI 1.6 to 2.4]; p < 0.001, respectively). Nevertheless, the proportion of patients who filled any analgesic prescription was smaller 1 year after surgery than preoperatively in patients with a history of antidepressant (42% [439 of 1038] versus 55% [568 of 1038]; p < 0.001) and/or benzodiazepine use (40% [801 of 2008] versus 55% [1098 of 2008]; p < 0.001). The proportion of patients who used antidepressants and/or benzodiazepines was essentially stable during the observation period. CONCLUSION Surgeons should be aware of the increased risk of prolonged opioid and other analgesic use after surgery among patients who were on preoperative antidepressant and/or benzodiazepine therapy, and they should have candid discussions with patients referred for elective joint arthroplasty about this possibility. Further studies are needed to identify the most effective methods to reduce prolonged postoperative opioid use among these patients. LEVEL OF EVIDENCE Level III, therapeutic study.
Collapse
Affiliation(s)
- Tuomas J Rajamäki
- Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
- Coxa Hospital for Joint Replacement, Tampere, Finland
| | | | - Pia A Puolakka
- Department of Anaesthesia, Tampere University Hospital, Tampere, Finland
| | - Aki Hietaharju
- Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
- Department of Neurology, Tampere University Hospital, Tampere, Finland
| | - Esa Jämsen
- Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
- Coxa Hospital for Joint Replacement, Tampere, Finland
| |
Collapse
|
14
|
Shah D, Zheng W, Allen L, Wei W, LeMasters T, Madhavan S, Sambamoorthi U. Using a machine learning approach to investigate factors associated with treatment-resistant depression among adults with chronic non-cancer pain conditions and major depressive disorder. Curr Med Res Opin 2021; 37:847-859. [PMID: 33686881 PMCID: PMC8393457 DOI: 10.1080/03007995.2021.1900088] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
OBJECTIVE Presence of chronic non-cancer pain conditions (CNPC) among adults with major depressive disorder (MDD) may reduce benefits of antidepressant therapy, thereby increasing the possibility of treatment resistance. This study sought to investigate factors associated with treatment-resistant depression (TRD) among adults with MDD and CNPC using machine learning approaches. METHODS This retrospective cohort study was conducted using a US claims database which included adults with newly diagnosed MDD and CNPC (January 2007-June 2017). TRD was identified using a clinical staging algorithm for claims data. Random forest (RF), a machine learning method, and logistic regression was used to identify factors associated with TRD. Initial model development included 42 known and/or probable factors that may be associated with TRD. The final refined model included 20 factors. RESULTS Included in the sample were 23,645 patients (73% female mean age: 55 years; 78% with ≥2 CNPC, and 91% with joint pain/arthritis). Overall, 11.4% adults (N = 2684) met selected criteria for TRD. The five leading factors associated with TRD were the following: mental health specialist visits, polypharmacy (≥5 medications), psychotherapy use, anxiety, and age. Cross-validated logistic regression model indicated that those with TRD were younger, more likely to have anxiety, mental health specialist visits, polypharmacy, and psychotherapy use with adjusted odds ratios (AORs) ranging from 1.93 to 1.27 (all ps < .001). CONCLUSION Machine learning identified several factors that warrant further investigation and may serve as potential targets for clinical intervention to improve treatment outcomes in patients with TRD and CNPC.
Collapse
Affiliation(s)
- Drishti Shah
- Department of Pharmaceutical Systems and Policy, School of Pharmacy, West Virginia University, Morgantown, WV, USA
| | - Wanhong Zheng
- Department of Behavioral Medicine and Psychiatry, West Virginia University, Morgantown, WV, USA
| | - Lindsay Allen
- Health Policy, Management, and Leadership Department, School of Public Health, West Virginia University, Morgantown, WV, USA
| | - Wenhui Wei
- Department of Pharmaceutical Systems and Policy, School of Pharmacy, West Virginia University, Morgantown, WV, USA
- Regeneron Pharmaceuticals, Tarrytown, NY, USA
| | - Traci LeMasters
- Department of Pharmaceutical Systems and Policy, School of Pharmacy, West Virginia University, Morgantown, WV, USA
| | - Suresh Madhavan
- University of North Texas Health Sciences Center, College of Pharmacy, TX, USA
| | - Usha Sambamoorthi
- Department of Pharmaceutical Systems and Policy, School of Pharmacy, West Virginia University, Morgantown, WV, USA
- University of North Texas Health Sciences Center, College of Pharmacy, TX, USA
| |
Collapse
|
15
|
Wang E, Vasquez-Montes D, Jain D, Hutzler LH, Bosco JA, Protopsaltis TS, Buckland AJ, Fischer CR. Trends in Pain Medication Prescriptions and Satisfaction Scores in Spine Surgery Patients at a Single Institution. Int J Spine Surg 2021; 14:1023-1030. [PMID: 33560264 DOI: 10.14444/7153] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
BACKGROUND As the opioid crisis has gained national attention, there have been increasing efforts to decrease opioid usage. Simultaneously, patient satisfaction has been a crucial metric in the American health care system and has been closely linked to effective pain management in surgical patients. The purpose of this study was to examine rates of pain medication prescription and concurrent patient satisfaction in spine surgery patients. METHODS A total of 1729 patients undergoing spine surgery between June 25, 2017, and June 30, 2018, at a single institution by surgeons performing ≥20 surgeries per quarter, with medication data during hospitalization available, were assessed. Patients were evaluated for nonopioid pain medication prescription rates and morphine milligram equivalents (MME) of opioids used during hospitalization. Of the total cohort, 198 patients were evaluated for Press Ganey Satisfaction Survey responses. A χ2 test of independence was used to compare percentages, and 1-way analysis of variance was used to compare means across quarters. RESULTS The mean total MME per patient hospitalization was 574.46, with no difference between quarters. However, mean MME per day decreased over time (P = .048), with highest mean 91.84 in Quarter 2 and lowest 77.50 in Quarter 4. Among all procedures, acetaminophen, nonsteroidal anti-inflammatory drugs, and steroid prescription rates increased, whereas benzodiazepine and γ-aminobutyric acid-analog prescriptions decreased. There were no significant differences between quarters for mean hospital ratings (P = .521) nor for responses to questions from the Press Ganey Satisfaction Survey regarding how often staff talk about pain (P = .164), how often staff talk about pain treatment (P = .595), or whether patients recommended the hospital (P = .096). There were also no differences between quarters for responses in all other patient satisfaction questions (P value range, .359-.988). CONCLUSIONS Over the studied time period, opioid use decreased and nonopioid prescriptions increased during hospitalization, whereas satisfaction scores remained unchanged. These findings indicate an increasing effort in reducing opioid use among providers and suggest the ability to do so without affecting overall satisfaction rates. LEVEL OF EVIDENCE 4. CLINICAL RELEVANCE The opioid epidemic has highlighted the need to reduce opioid usage in orthopedic spine surgery. This study reviews the trends for inpatient management of post-op pain in orthopedic spine surgery patients in relation to patient satisfaction. There was a significant increase in non-opioid analgesic pain medications, and a reduction in opioids during the study period. During this time, patient satisfaction as measured by Press-Ganey surveys did not show a decrease. This demonstrates that treatment of post-operative pain in orthopedic spine surgery patients can be managed with less opioids, more multimodal analgesia, and patient satisfaction will not be affected.
Collapse
Affiliation(s)
- Erik Wang
- Department of Orthopedics, NYU Langone Orthopedic Hospital, New York University, New York, NY
| | - Dennis Vasquez-Montes
- Department of Orthopedics, NYU Langone Orthopedic Hospital, New York University, New York, NY
| | - Deeptee Jain
- Department of Orthopedics, NYU Langone Orthopedic Hospital, New York University, New York, NY
| | - Lorraine H Hutzler
- Department of Orthopedics, NYU Langone Orthopedic Hospital, New York University, New York, NY
| | - Joseph A Bosco
- Department of Orthopedics, NYU Langone Orthopedic Hospital, New York University, New York, NY
| | | | - Aaron J Buckland
- Department of Orthopedics, NYU Langone Orthopedic Hospital, New York University, New York, NY
| | - Charla R Fischer
- Department of Orthopedics, NYU Langone Orthopedic Hospital, New York University, New York, NY
| |
Collapse
|
16
|
Hwang BY, Negoita S, Duy PQ, Anderson WS. Spinal cord stimulation and psychotropic medication use: Missing piece to the puzzle? J Clin Neurosci 2020; 81:158-160. [PMID: 33222907 DOI: 10.1016/j.jocn.2020.09.038] [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: 05/02/2020] [Revised: 08/25/2020] [Accepted: 09/13/2020] [Indexed: 10/23/2022]
Abstract
Psychotropic medications have modulatory effects on spinal cord stimulator (SCS) therapy and may play an important role in determining treatment success in chronic pain management. However, it remains unknown how SCS affects psychotropic use and whether the medications affect outcome. We performed a retrospective study to determine the prevalence of psychotropic medication (i.e. anxiolytic, antidepressant, and anticonvulsant) use among new SCS patients immediately before implantation and characterized the dosage changes at 1-year. We also sought to understand whether pre-operative medication status affects outcome, defined as device explantation due to treatment failure. In an analysis of 45 patients, 31%, 51% and 71% were actively taking anxiolytics, antidepressants, and anticonvulsants, respectively, before surgery. In the majority of cases, daily dosages remained the same for all three classes of medication at 1-year. Patients who were on two or more classes of medications pre-operatively had significantly lower explantation rate compared to those with one or none (12% vs. 43%, p = 0.041) and had 5.25 times less likelihood of explanation in the future (OR 5.25, 95%CI 1.18-23.2, p = 0.029). Our study suggest that peri-operative multimodality medical treatment may enhance the therapeutic efficacy and durability of SCS in carefully selected chronic pain patients.
Collapse
Affiliation(s)
- Brian Y Hwang
- Division of Functional Neurosurgery, Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
| | - Serban Negoita
- Division of Functional Neurosurgery, Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Phan Q Duy
- Medical Scientist Training Program, Yale University School of Medicine, New Haven, CT, USA
| | - William S Anderson
- Division of Functional Neurosurgery, Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| |
Collapse
|
17
|
Pfalzgraf AR, Lobo CP, Giannetti V, Jones KD. Use of Complementary and Alternative Medicine in Fibromyalgia: Results of an Online Survey. Pain Manag Nurs 2020; 21:516-522. [PMID: 32893131 DOI: 10.1016/j.pmn.2020.07.003] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2019] [Revised: 06/25/2020] [Accepted: 07/11/2020] [Indexed: 11/18/2022]
Abstract
BACKGROUND Fibromyalgia is a chronic condition which may negatively impact various aspects of patients' lives. Many people with fibromyalgia look to complementary and alternative medicine treatments for symptom relief. AIMS The three main objectives of this study were to examine self-reported complementary and alternative medicine use in patients with fibromyalgia, to determine associations between the use of complementary and alternative medicine treatments and patients' self-reported quality of live and self-reported pain levels. DESIGN Cross-sectional survey. SETTING Web-based. PARTICIPANTS/SUBJECTS Adults over the age of 18 years who had been diagnosed with fibromyalgia. METHODS Patients with fibromyalgia responded to an online questionnaire regarding the following: treatments (complementary and alternative medicine, prescription and over-the-counter medications), quality of life (Quality of Life Scale-16), assessment of current pain (visual analog scale), and demographic information. RESULTS Approximately 66% of the respondents used complementary and alternative treatments. Vitamins, massage therapy, and meditation were the most commonly used complementary and alternative therapies. Results indicated respondents using a combination of complementary and alternative medicine and pharmacologic treatments (prescription or over-the-counter) had significantly higher quality of life versus those using pharmacologic treatments alone, p = .011. Similarly, respondents using only complementary and alternative medicine treatment reported significantly lower pain levels versus those using pharmacologic treatment alone, p = .046. CONCLUSIONS The study suggests that a large proportion of fibromyalgia patients use complementary and alternative medicine, and these treatments may offer beneficial effects to these patients. Integration of complementary and alternative medicine into conventional treatment regimens may provide opportunities for a holistic treatment approach and greater symptom relief for fibromyalgia patients. This approach is timely, as controlled substances are increasingly difficult for patients with fibromyalgia to access.
Collapse
Affiliation(s)
- Andrea R Pfalzgraf
- National University of Natural Medicine & Oregon Health and Science University, Portland, Oregon.
| | - Carroline P Lobo
- School of Pharmacy, Graduate School of Pharmaceutical Sciences, Duquesne University, Pittsburgh, Pennsylvania
| | - Vincent Giannetti
- School of Pharmacy, Graduate School of Pharmaceutical Sciences, Duquesne University, Pittsburgh, Pennsylvania
| | | |
Collapse
|
18
|
Hashimoto K, Takeuchi T, Koyama A, Hiiragi M, Suka S, Hashizume M. Effect of relaxation therapy on benzodiazepine use in patients with medically unexplained symptoms. Biopsychosoc Med 2020; 14:13. [PMID: 32670396 PMCID: PMC7346372 DOI: 10.1186/s13030-020-00187-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/28/2020] [Accepted: 07/03/2020] [Indexed: 12/31/2022] Open
Abstract
Background The change in the benzodiazepine (BZD) use of patients with medically unexplained symptoms (MUS) following the application of relaxation therapy were examined. Methods Of the 221 outpatients with MUS using BZD, 42 received relaxation therapy. Change in BZD use was compared using a relaxation group (n = 42) and a control group that had 84 MUS patients whose baseline was matched by optimal matching algorithms. Logistic regression analysis was done to evaluate the effect of BZD-dependent factors on the BZD dose of the relaxation group. Results Compared with the control group, the number of patients who decreased the amount of BZD and the number of patients whose subjective symptoms of MUS improved were significantly higher in the relaxation group (p < 0.05). In addition, a factor that made it difficult to reduce the BZD of MUS patients who had undergone relaxation was a long history of BZD use, for more than 6 months (odds ratio, 0.06, 95% confidence interval, 0.01–0.36). Conclusions Relaxation therapy for patients with MUS may help reduce BZD use; however, early intervention is important to prevent BZD dependence.
Collapse
Affiliation(s)
- Kazuaki Hashimoto
- Department of Psychosomatic Medicine, Toho University Graduate School of Medicine, 5-21-16 Omori-Nishi, Ota-ku, Tokyo, 143-8540 Japan
| | - Takeaki Takeuchi
- Department of Psychosomatic Medicine, Toho University School of Medicine, Tokyo, Japan
| | - Akiko Koyama
- Department of Psychosomatic Medicine, Toho University School of Medicine, Tokyo, Japan
| | - Miki Hiiragi
- Department of Psychosomatic Medicine, Toho University School of Medicine, Tokyo, Japan
| | - Shunsuke Suka
- Department of Psychosomatic Medicine, Toho University School of Medicine, Tokyo, Japan
| | - Masahiro Hashizume
- Department of Psychosomatic Medicine, Toho University Graduate School of Medicine, 5-21-16 Omori-Nishi, Ota-ku, Tokyo, 143-8540 Japan
| |
Collapse
|
19
|
Gilliam WP, Schumann ME, Craner JR, Cunningham JL, Morrison EJ, Seibel S, Sawchuk C, Sperry JA. Examining the effectiveness of pain rehabilitation on chronic pain and post-traumatic symptoms. J Behav Med 2020; 43:956-967. [DOI: 10.1007/s10865-020-00160-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2019] [Accepted: 05/15/2020] [Indexed: 02/02/2023]
|
20
|
Saraiya TC, Pavlicova M, Hu MC, Nunes EV, Hien DA, Campbell ANC. Exploring gender differences among treatment-seekers who use opioids versus alcohol and other drugs. Women Health 2020; 60:821-838. [PMID: 32233747 DOI: 10.1080/03630242.2020.1746952] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
Identifying clinical differences between opioid users (OU) and alcohol and other drug users (AOD) may help to tailor treatment to OU, particularly among the majority of OU who are not on opioid agonist treatments. Given the dearth of research on these differences, this study explored gender differences in demographic and clinical characteristics between OU and AOD. Participants (N = 506) were from a multisite, randomized controlled clinical trial of an Internet-delivered psychosocial intervention conducted in 2010-2011. Logistic regression models explored differences in demographic and clinical characteristics by substance use category within and between women and men. Women OU were more likely to be younger, White, employed, benzodiazepine users, and less likely to have children or use cocaine and cannabis than women AOD. Men OU, compared to men AOD, were more likely to be younger, White, younger at first abuse/dependence, benzodiazepine users, and reported greater psychological distress, but were less likely to be involved in criminal justice or use stimulants. Interactions by gender and substance use were also detected for age of first abuse/dependence, employment, and criminal justice involvement. These findings provide a nuanced understanding of gender differences within substance use groups to inform providers for OU seeking treatment.
Collapse
Affiliation(s)
- Tanya C Saraiya
- Derner School of Psychology, Adelphi University , Garden City, NY, USA.,Department of Psychology, The City College of New York , New York, NY, USA
| | - Martina Pavlicova
- Department of Biostatistics, Mailman School of Public Health, Columbia University , New York, NY, USA
| | - Mei-Chen Hu
- Department of Biostatistics, Mailman School of Public Health, Columbia University , New York, NY, USA
| | - Edward V Nunes
- Department of Psychiatry and New York State Psychiatric Institute, Columbia University Medical Center , New York, NY, USA
| | - Denise A Hien
- Center of Alcohol Studies, Graduate School of Applied and Professional Psychology, Rutgers, The State University of New Jersey , Piscataway Township, NJ, USA
| | - Aimee N C Campbell
- Department of Psychiatry and New York State Psychiatric Institute, Columbia University Medical Center , New York, NY, USA
| |
Collapse
|
21
|
Pergolizzi JV, LeQuang JA. Reappraising the use of benzodiazepines in chronic pain patients. Postgrad Med 2020; 132:10-12. [DOI: 10.1080/00325481.2020.1725352] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
|
22
|
Michaelides A, Zis P. Depression, anxiety and acute pain: links and management challenges. Postgrad Med 2019; 131:438-444. [DOI: 10.1080/00325481.2019.1663705] [Citation(s) in RCA: 67] [Impact Index Per Article: 11.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Affiliation(s)
| | - Panagiotis Zis
- Department of Neurology, Medical School, University of Cyprus, Aglantzia, Nicosia, Cyprus
| |
Collapse
|
23
|
Määttä J, Martikainen A, Ikäheimo TM, Nissen M, Viinamäki H, von Und Zu Fraunberg M, Huttunen J. Benzodiazepine Use Is Associated With Poorer Spinal Cord Stimulation Outcome in 373 Neuropathic Pain Patients. Neuromodulation 2019; 23:646-652. [PMID: 31508883 DOI: 10.1111/ner.13045] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2019] [Revised: 07/22/2019] [Accepted: 08/07/2019] [Indexed: 11/28/2022]
Abstract
OBJECTIVES The aim of the study is to investigate whether benzodiazepine use differs between patients with favorable and unfavorable spinal cord stimulation (SCS) treatment outcome. We hypothesize that the patients with unfavorable SCS outcome would exhibit a higher level of benzodiazepine use. MATERIALS AND METHODS Using a case-control study setting, we examined benzodiazepine use in SCS patients and in matched population controls as a potential risk factor poor SCS outcome. A total of 373 consecutive SCS patients treated in Kuopio University Hospital between 1997 and 2014 and their 1117 matched population controls were followed until patient death or the end of March 2016. RESULTS Benzodiazepines were used during the 24-month period before or after SCS implantation by 42.3% of the SCS patients who had the device explanted, 39.5% who had an unsuccessful trial stimulation, 28.0% who still had the device at the end of the follow-up period, and 8.0% of the controls. Diazepam use before SCS increased the odds for explanting of SCS by 2.4-fold (95% Cl: 1.0-5.4). Starting clonazepam use after SCS was associated with a 5.2-fold (95% CI: 1.5-18.9) increase in the odds of unsuccessful trial stimulation. CONCLUSION The benzodiazepine use in patients with poor SCS outcome illustrates the role of anxiety in SCS outcomes and the need for multidisciplinary treatment of pain.
Collapse
Affiliation(s)
- Jaakko Määttä
- Kuopio University Hospital and University of Eastern Finland, Kuopio, Finland
| | - Antti Martikainen
- Department of Psychiatry, Kuopio University Hospital and University of Eastern Finland, Kuopio, Finland
| | - Tiina-Mari Ikäheimo
- Department of Neurosurgery, KUH Neurocenter, Kuopio University Hospital and University of Eastern Finland, Kuopio, Finland
| | - Mette Nissen
- Department of Neurosurgery, KUH Neurocenter, Kuopio University Hospital and University of Eastern Finland, Kuopio, Finland
| | - Heimo Viinamäki
- Department of Psychiatry, Kuopio University Hospital and University of Eastern Finland, Kuopio, Finland
| | - Mikael von Und Zu Fraunberg
- Department of Neurosurgery, KUH Neurocenter, Kuopio University Hospital and University of Eastern Finland, Kuopio, Finland
| | - Jukka Huttunen
- Department of Neurosurgery, KUH Neurocenter, Kuopio University Hospital and University of Eastern Finland, Kuopio, Finland
| |
Collapse
|
24
|
Zamboni L, Lugoboni F, Zandonai T. Benzodiazepine abuse among athletes: Pain relief or just a weapon against insomnia? A clinical case study. Scand J Med Sci Sports 2019; 29:1937-1940. [DOI: 10.1111/sms.13540] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2019] [Revised: 07/31/2019] [Accepted: 08/12/2019] [Indexed: 12/16/2022]
Affiliation(s)
- Lorenzo Zamboni
- Unit of Addiction Medicine Department of Internal Medicine Integrated University Hospital of Verona Policlinico “G.B. Rossi” Verona Italy
| | - Fabio Lugoboni
- Unit of Addiction Medicine Department of Internal Medicine Integrated University Hospital of Verona Policlinico “G.B. Rossi” Verona Italy
| | - Thomas Zandonai
- Department of Experimental Psychology Mind, Brain and Behavior Research Center (CIMCYC) University of Granada Granada Spain
- Department of Sport Sciences Sport Research Centre Miguel Hernández University Elche Spain
| |
Collapse
|
25
|
Jeffery MM, Hooten WM, Jena AB, Ross JS, Shah ND, Karaca-Mandic P. Rates of Physician Coprescribing of Opioids and Benzodiazepines After the Release of the Centers for Disease Control and Prevention Guidelines in 2016. JAMA Netw Open 2019; 2:e198325. [PMID: 31373650 PMCID: PMC6681551 DOI: 10.1001/jamanetworkopen.2019.8325] [Citation(s) in RCA: 47] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
IMPORTANCE The Centers for Disease Control and Prevention guidelines in 2016 recommended avoiding concurrent use of opioids and benzodiazepines. OBJECTIVE To determine whether the release of the guidelines was associated with changes in coprescription of opioids and benzodiazepines. DESIGN, SETTING, AND PARTICIPANTS This retrospective cohort study used claims data obtained from a US national database of medical and pharmacy claims for 3 598 322 adult commercially insured patients and 1 299 142 Medicare Advantage (MA) beneficiaries with no recent history of cancer, sickle cell disease, or hospice care who ever used prescribed opioids during the study period, January 1, 2014, through March 31, 2018. EXPOSURES Overlapping opioid and benzodiazepine prescriptions filled. MAIN OUTCOMES AND MEASURES The extent (proportion of person-months with any overlapping days of prescription of opioids and benzodiazepines) and intensity (proportion of days with opioids prescribed where benzodiazepines were also available) of coprescription. RESULTS Of 4 897 464 patients (with 13.4 million person-months of opioid use), the total number of unique commercially insured individuals was 3 598 322 (1 974 731 women [54.9%]), and the total number of unique MA beneficiaries was 1 299 142 (770 256 women [59.3%]). Among 128 576 participants experiencing chronic pain episodes, more than one-half of person-months of long-term opioid use occurred in women (52.7% of person-months among those with commercial insurance and 62.4% of person-months among MA beneficiaries). The median (interquartile range) age of the participants was 51 (41-58) years for patients in the commercial insurance group and 70 (61-77) years for those in the MA group. The mean (SE) extent of coprescription was 23.0% (0.18%) for the commercial insurance group and 25.7% (0.18%) for the MA group. The extent of coprescription decreased in the targeted guideline population-individuals with long-term opioid use-after the guideline release (postguideline slope, -0.95 percentages point per year [95% CI, -1.44 to -0.46 percentage points per year] for the commercial insurance group and -1.06 percentage points per year [95% CI, -1.49 to -0.63 percentage points per year] for the MA group). Nontargeted short-term episodes of opioid use were associated with no change or small declines in trend (for the MA group, postguideline slope of 0.47 percentage point per year [95% CI, 0.35-0.59 percentage point per year]; for the commercial insurance group, postguideline slope of -0.05 percentage point per year [95% CI, -0.12 to 0.02 percentage point per year]). High coprescribing intensity was seen, with 79.3% (95% CI, 78.9%-79.6%) of opioid prescription days in the commercial insurance group and 83.9% (95% CI, 83.7%-84.2%) in the MA group overlapping with benzodiazepines. There was no change in the intensity of coprescribing. Intensity of coprescription was higher when the same clinician prescribed opioids and benzodiazepines. CONCLUSION AND RELEVANCE This study observed a reduction in the extent but not intensity of coprescribing of benzodiazepines for patients with long-term opioid use.
Collapse
Affiliation(s)
- Molly M. Jeffery
- Division of Health Care Policy Research, Mayo Clinic, Rochester, Minnesota
| | - W. Michael Hooten
- Department of Anesthesiology and Perioperative Medicine, Mayo Clinic, Rochester, Minnesota
| | - Anupam B. Jena
- Department of Health Care Policy, Harvard Medical School, Boston, Massachusetts
- Department of Medicine, Massachusetts General Hospital, Boston
- National Bureau of Economic Research, Cambridge, Massachusetts
| | - Joseph S. Ross
- Section of General Internal Medicine, Department of Medicine, Yale University School of Medicine, New Haven, Connecticut
- Department of Health Policy and Management, Yale University School of Public Health, New Haven, Connecticut
- Center for Outcomes Research and Evaluation, Yale-New Haven Hospital, New Haven, Connecticut
| | - Nilay D. Shah
- Division of Health Care Policy Research, Mayo Clinic, Rochester, Minnesota
- Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, Minnesota
- OptumLabs, Cambridge, Massachusetts
| | - Pinar Karaca-Mandic
- National Bureau of Economic Research, Cambridge, Massachusetts
- Department of Finance, Carlson School of Management, University of Minnesota, Minneapolis
| |
Collapse
|
26
|
O'Connell M, Sandgren M, Frantzen L, Bower E, Erickson B. Medical Cannabis: Effects on Opioid and Benzodiazepine Requirements for Pain Control. Ann Pharmacother 2019; 53:1081-1086. [PMID: 31129977 DOI: 10.1177/1060028019854221] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023] Open
Abstract
Background: There is currently little evidence regarding the use of medical cannabis for the treatment of intractable pain. Literature published on the subject to date has yielded mixed results concerning the efficacy of medical cannabis and has been limited by study design and regulatory issues. Objective: The objective of this study was to determine if the use of medical cannabis affects the amount of opioids and benzodiazepines used by patients on a daily basis. Methods: This single-center, retrospective cohort study evaluated opioid and benzodiazepine doses over a 6-month time period for patients certified to use medical cannabis for intractable pain. All available daily milligram morphine equivalents (MMEs) and daily diazepam equivalents (DEs) were calculated at baseline and at 3 and 6 months. Results: A total of 77 patients were included in the final analysis. There was a statistically significant decrease in median MME from baseline to 3 months (-32.5 mg; P = 0.013) and 6 months (-39.1 mg; P = 0.001). Additionally, there was a non-statistically significant decrease in median DE at 3 months (-3.75 mg; P = 0.285) and no change in median DE from baseline to 6 months (-0 mg; P = 0.833). Conclusion and Relevance: Over the course of this 6-month retrospective study, patients using medical cannabis for intractable pain experienced a significant reduction in the number of MMEs available to use for pain control. No significant difference was noted in DE from baseline. Further prospective studies are warranted to confirm or deny the opioid-sparing effects of medical cannabis when used to treat intractable pain.
Collapse
Affiliation(s)
| | | | | | - Erika Bower
- HealthEast Rice Street Clinic, Maplewood, MN, USA.,HealthEast Pain Center, Maplewood, MN, USA
| | | |
Collapse
|
27
|
Tick H, Nielsen A, Pelletier KR, Bonakdar R, Simmons S, Glick R, Ratner E, Lemmon RL, Wayne P, Zador V. Evidence-Based Nonpharmacologic Strategies for Comprehensive Pain Care: The Consortium Pain Task Force White Paper. Explore (NY) 2018; 14:177-211. [PMID: 29735382 DOI: 10.1016/j.explore.2018.02.001] [Citation(s) in RCA: 203] [Impact Index Per Article: 29.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2018] [Accepted: 02/08/2018] [Indexed: 02/06/2023]
Abstract
Medical pain management is in crisis; from the pervasiveness of pain to inadequate pain treatment, from the escalation of prescription opioids to an epidemic in addiction, diversion and overdose deaths. The rising costs of pain care and managing adverse effects of that care have prompted action from state and federal agencies including the DOD, VHA, NIH, FDA and CDC. There is pressure for pain medicine to shift away from reliance on opioids, ineffective procedures and surgeries toward comprehensive pain management that includes evidence-based nonpharmacologic options. This White Paper details the historical context and magnitude of the current pain problem including individual, social and economic impacts as well as the challenges of pain management for patients and a healthcare workforce engaging prevalent strategies not entirely based in current evidence. Detailed here is the evidence-base for nonpharmacologic therapies effective in postsurgical pain with opioid sparing, acute non-surgical pain, cancer pain and chronic pain. Therapies reviewed include acupuncture therapy, massage therapy, osteopathic and chiropractic manipulation, meditative movement therapies Tai chi and yoga, mind body behavioral interventions, dietary components and self-care/self-efficacy strategies. Transforming the system of pain care to a responsive comprehensive model necessitates that options for treatment and collaborative care must be evidence-based and include effective nonpharmacologic strategies that have the advantage of reduced risks of adverse events and addiction liability. The evidence demands a call to action to increase awareness of effective nonpharmacologic treatments for pain, to train healthcare practitioners and administrators in the evidence base of effective nonpharmacologic practice, to advocate for policy initiatives that remedy system and reimbursement barriers to evidence-informed comprehensive pain care, and to promote ongoing research and dissemination of the role of effective nonpharmacologic treatments in pain, focused on the short- and long-term therapeutic and economic impact of comprehensive care practices.
Collapse
Affiliation(s)
- Heather Tick
- Departments of Family Medicine, Anesthesiology and Pain Medicine, University of Washington School of Medicine, Seattle, WA.
| | - Arya Nielsen
- Department of Family Medicine & Community Health, Icahn School of Medicine at Mount Sinai, New York, NY.
| | - Kenneth R Pelletier
- Department of Medicine, University of California School of Medicine, San Francisco, CA
| | - Robert Bonakdar
- Department of Pain Management, Scripps Center for Integrative Medicine, La Jolla, CA
| | | | - Ronald Glick
- Departments of Psychiatry and Physical Medicine and Rehabilitation, University of Pittsburgh School of Medicine, Pittsburgh, PA
| | - Emily Ratner
- MedStar Health, Institute for Innovation, Integrative Medicine Initiatives, MedStar Montgomery Medical Center, Washington, DC
| | - Russell L Lemmon
- Department of Family Medicine and Community Health, University of Wisconsin School of Medicine and Public Health, Madison, WI
| | - Peter Wayne
- Osher Center for Integrative Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA
| | - Veronica Zador
- Beaumont Hospital Integrative Medicine, Oakland University William Beaumont School of Medicine, Rochester, MI
| | | |
Collapse
|
28
|
Shah A, Hayes CJ, Martin BC. Factors Influencing Long-Term Opioid Use Among Opioid Naive Patients: An Examination of Initial Prescription Characteristics and Pain Etiologies. THE JOURNAL OF PAIN 2017; 18:1374-1383. [PMID: 28711636 DOI: 10.1016/j.jpain.2017.06.010] [Citation(s) in RCA: 173] [Impact Index Per Article: 21.6] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 05/17/2017] [Revised: 06/16/2017] [Accepted: 06/29/2017] [Indexed: 11/29/2022]
Abstract
The relationships between the initial opioid prescription characteristics and pain etiology with the probability of opioid discontinuation were explored in this retrospective cohort study using health insurance claims data from a nationally representative database of commercially insured patients in the United States. We identified 1,353,902 persons aged 14 years and older with no history of cancer or substance abuse, with new opioid use episodes and categorized them into 11 mutually exclusive pain etiologies. Cox proportional hazards models were estimated to identify factors associated with time to opioid discontinuation. After accounting for losses to follow-up, the probability of continued opioid use at 1 year was 5.3% across all subjects. Patients with chronic pain had the highest probability for continued opioid use followed by patients with inpatient admissions. Patients prescribed doses ≥90 morphine milligram equivalents (hazard ratio [HR] = .91; 95% confidence interval [CI], .91-.92), initiated with tramadol (HR = .89; 95% CI, .89-.90) or long-acting opioids (HR = .79; 95% CI, .77-.82) were less likely to discontinue opioids. Increasing days' supply of the first prescription was consistently associated with a lower likelihood of opioid discontinuation (HRs, CIs: 3-4 days' supply = .70, .70-.71; 5-7 days' supply = .48, .47-.48; 8-10 days' supply = .37, .37-.38; 11-14 days' supply = .32, .31-.33; 15-21 days' supply = .29, .28-.29; ≥22 days supplied = .20, .19-.20). The direction of this relationship was consistent across all pain etiologies. Clinicians should initiate patients with the lowest supply of opioids to mitigate unintentional long-term opioid use. PERSPECTIVE This study shows that characteristics of the first opioid prescription, particularly duration of the prescription, are significant predictors of continued opioid use irrespective of the indication for an opioid prescription. These data should encourage prescribers to initiate patients using the minimum effective opioid dose and duration to reduce unintended long-term use and could motivate policies that restrict the initial supply of opioids.
Collapse
Affiliation(s)
- Anuj Shah
- Division of Pharmaceutical Evaluation and Policy, Department of Pharmacy Practice, University of Arkansas for Medical Sciences College of Pharmacy, Little Rock, Arkansas
| | - Corey J Hayes
- Division of Pharmaceutical Evaluation and Policy, Department of Pharmacy Practice, University of Arkansas for Medical Sciences College of Pharmacy, Little Rock, Arkansas; Division of Health Services Research, Psychiatric Research Institute, University of Arkansas for Medical Sciences College of Medicine, Little Rock, Arkansas
| | - Bradley C Martin
- Division of Pharmaceutical Evaluation and Policy, Department of Pharmacy Practice, University of Arkansas for Medical Sciences College of Pharmacy, Little Rock, Arkansas.
| |
Collapse
|
29
|
The Link between Depression and Chronic Pain: Neural Mechanisms in the Brain. Neural Plast 2017; 2017:9724371. [PMID: 28706741 PMCID: PMC5494581 DOI: 10.1155/2017/9724371] [Citation(s) in RCA: 404] [Impact Index Per Article: 50.5] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2017] [Revised: 05/04/2017] [Accepted: 05/24/2017] [Indexed: 02/08/2023] Open
Abstract
Chronic pain, as a stress state, is one of the critical factors for determining depression, and their coexistence tends to further aggravate the severity of both disorders. Unfortunately, their association remains unclear, which creates a bottleneck problem for managing chronic pain-induced depression. In recent years, studies have found considerable overlaps between pain- and depression-induced neuroplasticity changes and neurobiological mechanism changes. Such overlaps are vital to facilitating the occurrence and development of chronic pain and chronic pain-induced depression. In this review, we summarized the role of neuroplasticity in the occurrence and development of the two disorders in question and explored individualized application strategies of analgesic drugs and antidepressants that have different pharmacological effects in the treatment of chronic pain-induced depression. Therefore, this review may provide new insights into the understanding of association between chronic pain and depression.
Collapse
|