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Son HJ, Je NK. Impact of narcotics information management system on inappropriate benzodiazepine receptor agonist prescriptions: A quasi-experimental analysis in South Korea. Br J Clin Pharmacol 2024. [PMID: 38866400 DOI: 10.1111/bcp.16119] [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: 04/02/2024] [Accepted: 05/01/2024] [Indexed: 06/14/2024] Open
Abstract
AIMS The South Korean government implemented the narcotics information management system (NIMS) on 18 May 2018 to manage benzodiazepine receptor agonists (BzRAs) and narcotics effectively and establish a reporting mechanism for these drugs. This study assessed the effects of NIMS on inappropriate use of BzRAs. METHODS Using national patient sample data from 2016 to 2020, we analysed adult outpatients who were prescribed oral BzRAs. We conducted a time series and segmented regression analysis using selected indicators to analyse the monthly variations related to the inappropriate use of these medications. RESULTS The study revealed no significant changes in the indicators of inappropriate BzRA use following the NIMS implementation. Contrary to expectations, there was a significant increase in the proportion of patients exceeding defined daily dose (DDD) and in those receiving concurrent prescriptions of multiple BzRAs, following the implementation of NIMS. The immediate impact of the COVID-19 pandemic was an increase in DDD exceedance; however, overall, this did not significantly affect BzRA use. CONCLUSIONS The introduction of NIMS did not significantly enhance the management of BzRA misuse. Additional measures, including continuous monitoring, system improvements and comprehensive education for prescribers and patients, are recommended to ensure the appropriate use of psychotropic medications.
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Affiliation(s)
- Hye Jin Son
- College of Pharmacy, Pusan National University, Busan, Republic of Korea
- Department of Pharmacy, Dong-A University Hospital, Busan, Republic of Korea
| | - Nam Kyung Je
- College of Pharmacy, Pusan National University, Busan, Republic of Korea
- Research Institute for Drug Development, Pusan National University, Busan, Republic of Korea
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Farronato DM, Pezzulo JD, Paulik J, Miltenberg B, Johns WL, Davis DE. The impact of preoperative benzodiazepine use on postoperative opioid use in total shoulder arthroplasty. J Shoulder Elbow Surg 2024:S1058-2746(24)00222-2. [PMID: 38548094 DOI: 10.1016/j.jse.2024.02.021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/07/2023] [Revised: 02/05/2024] [Accepted: 02/12/2024] [Indexed: 06/07/2024]
Abstract
BACKGROUND As the rate of total shoulder arthroplasty (TSA) and preoperative benzodiazepine use rise, there is an increased need to understand the impact of preoperative benzodiazepine use on postoperative opioid consumption following TSA, especially amid the current opioid epidemic. The relationship between preoperative benzodiazepine use and chronic opioid use postoperatively has been well described following other orthopedic procedures; however, the impact on patients undergoing TSA remains unclear. This study aims to identify the impact of preoperative benzodiazepine use on opioid use following TSA. METHODS A retrospective chart review of 4488 patients undergoing primary TSA (Current Procedural Terminology code 23472) at a single institution from 2014 to 2022 was performed. Patient demographics, surgical variables, comorbidities, Distressed Communities Index (DCI), and clinical outcomes, including readmission and revision, were collected. The Charlson Comorbidity Index (CCI) was used to assess preoperative health status. Opioid use in morphine milligram equivalents (MMEs) and benzodiazepine use were also recorded using the Prescription Drug Monitoring Program Database. Opioid use was collected at 30-, 60-, and 90-day intervals both before and after each patient's date of surgery. Statistical analysis included stepwise logistic regression to identify variables independently affecting benzodiazepine use pre- and postoperatively. RESULTS Overall, 16% of patients used benzodiazepines within 90 days before their date of surgery. Of those patients, 46.4% were also using preoperative opioids, compared with just 30.0% of patients who were benzodiazepine-naïve (P < .001). Preoperative benzodiazepine use was also associated with increased pre- and postoperative total opioid use in MMEs and the number of opioid prescriptions across all time points when compared to benzodiazepine-naïve patients (P < .001). Furthermore, 37.4% of preoperative benzodiazepine users went on to prolonged opioid use (filled prescriptions >30 days after surgery) compared to 19.0% of those who were benzodiazepine-naïve (P < .001). CONCLUSION This study demonstrates a significant association between preoperative benzodiazepine use and increased and prolonged opioid use following TSA. Further exploration of risk factors contributing to preoperative benzodiazepine use may help to reduce overall opioid use in patients undergoing TSA.
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Affiliation(s)
- Dominic M Farronato
- Sidney Kimmel Medical College at Thomas Jefferson University, Philadelphia, PA, USA
| | - Joshua D Pezzulo
- Sidney Kimmel Medical College at Thomas Jefferson University, Philadelphia, PA, USA
| | - John Paulik
- Sidney Kimmel Medical College at Thomas Jefferson University, Philadelphia, PA, USA
| | - Benjamin Miltenberg
- Rothman Orthopaedic Institute at Thomas Jefferson University, Philadelphia, PA, USA
| | - William L Johns
- Rothman Orthopaedic Institute at Thomas Jefferson University, Philadelphia, PA, USA
| | - Daniel E Davis
- Rothman Orthopaedic Institute at Thomas Jefferson University, Philadelphia, PA, USA.
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Ramdin C, Mina G, Nelson LS, Mazer-Amirshahi M. Opioid and Benzodiazepine Co-Prescribing Trends from the Emergency Department from 2012 to 2019: A National Analysis. J Emerg Med 2024; 66:e1-e9. [PMID: 37919187 DOI: 10.1016/j.jemermed.2023.08.017] [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: 05/20/2023] [Revised: 08/11/2023] [Accepted: 08/31/2023] [Indexed: 11/04/2023]
Abstract
BACKGROUND In 2016, the U.S. Food and Drug Administration (FDA) issued its strongest safety warning ("Black Box Warning") for concomitant use of prescription opioids and benzodiazepines due to overdose deaths. OBJECTIVE Our objective was to look at trends of opioid and benzodiazepine co-prescribing in the emergency department (ED) using national data, because recent data are sparse. METHODS This is a retrospective review of data collected by the National Hospital Ambulatory Medical Care Survey between 2012 and 2019. Our primary outcome was to determine whether there was a trend in ED visits when opioids and benzodiazepines were co-prescribed at discharge. We also compared the rate of visits when co-prescribing occurred before (2012-2015) and after (2017-2019) the 2016 FDA warning. We identified commonly co-prescribed benzodiazepines and opioids, and the rate of naloxone co-prescribing. We used descriptive statistics and bivariate tests to describe data. RESULTS Between 2012 and 2019, there were 4,489,613 ED visits (0.41% of ED visits) when benzodiazepines and opioids were co-prescribed. There was no trend in the rate of co-prescribing overall, but a decrease in visits after the 2016 FDA Black Box Warning (2012-2015: mean 0.49%; 2017-2019: mean 0.29%; p < 0.0001). There were 7980 ED visits (0.18%) when naloxone was co-prescribed for these visits within this time frame and an increase over time (p < 0.001). CONCLUSIONS Our study found that between 2012 and 2019, there was no overall reduction in co-prescribing of opioids and benzodiazepines across EDs nationwide, but a decrease after the 2016 Black Box Warning.
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Affiliation(s)
- Christine Ramdin
- Department of Emergency Medicine, Rutgers New Jersey Medical School, Newark, New Jersey
| | - George Mina
- Department of Emergency Medicine, Rutgers New Jersey Medical School, Newark, New Jersey
| | - Lewis S Nelson
- Department of Emergency Medicine, Rutgers New Jersey Medical School, Newark, New Jersey
| | - Maryann Mazer-Amirshahi
- Georgetown University School of Medicine, Washington, District of Columbia; MedStar Health System, Washington, District of Columbia
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Canizares M, Power JD, Perruccio AV, Veillette C, Mahomed N, Rampersaud YR. Time trends and patterns in opioid prescription use following orthopaedic surgery in Ontario, Canada, from 2004/2005 to 2017/2018: a population-based study. BMJ Open 2023; 13:e074423. [PMID: 37963700 PMCID: PMC10649703 DOI: 10.1136/bmjopen-2023-074423] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/05/2023] [Accepted: 10/26/2023] [Indexed: 11/16/2023] Open
Abstract
OBJECTIVES Increased use of opioids and their associated harms have raised concerns around prescription opioid use for pain management following surgery. We examined trends and patterns of opioid prescribing following elective orthopaedic surgery. DESIGN Population-based study. SETTING Ontario, Canada. PARTICIPANTS Ontario residents aged 66+ years who had elective orthopaedic surgery from April 2004 to March 2018. PRIMARY AND SECONDARY OUTCOME MEASURES Postoperative opioid use (short term: within 90 days of surgery, prolonged: within 180 days and chronic: within 1 year), specific opioids prescribed, average duration (days) and amount (morphine milligram equivalents) of the initial prescription by year of surgery. RESULTS We included 464 460 elective orthopaedic surgeries in 2004/2005-2017/2018: 80% of patients used opioids within 1 year of surgery-25.1% were chronic users. There was an 8% increase in opioid use within 1 year of surgery, from 75.1% in 2004/2005 to 80.9% in 2017/2018: a 29% increase in short-term use and a decline in prolonged (9%) and chronic (22%) use. After 2014/2015, prescribed opioid amounts initially declined sharply, while the duration of the initial prescription increased substantially. Across categories of use, there was a steady decline in coprescription of benzodiazepines and opioids. CONCLUSIONS Most patients filled opioid prescriptions after surgery, and many continued filling prescriptions after 3 months. During a period of general increase in awareness of opioid harms and dissemination of guidelines/policies aimed at opioid prescribing for chronic pain, we found changes in prescribing practices following elective orthopaedic surgery. Findings illustrate the potential impact of guidelines/policies on shaping prescription patterns in the surgical population, even in the absence of specific guidelines for surgical prescribing.
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Affiliation(s)
- Mayilee Canizares
- Schroeder Arthritis Institute, University Health Network, Toronto, Ontario, Canada
| | - J Denise Power
- Schroeder Arthritis Institute, University Health Network, Toronto, Ontario, Canada
| | - Anthony V Perruccio
- Schroeder Arthritis Institute, University Health Network, Toronto, Ontario, Canada
| | - Christian Veillette
- Department of Orthopaedic Surgery, University Health Network, Toronto, Ontario, Canada
| | - Nizar Mahomed
- Department of Orthopaedic Surgery, University Health Network, Toronto, Ontario, Canada
| | - Y Raja Rampersaud
- Department of Orthopaedic Surgery, University Health Network, Toronto, Ontario, Canada
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Zhang Q, Peng K, Xin LH, Zhao J, Li YJ. Exposure to polycyclic aromatic hydrocarbons increases the risk of poor sleep pattern in US adults: results from the NHANES (2005-2010). ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2023; 30:114406-114419. [PMID: 37861841 DOI: 10.1007/s11356-023-30419-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/10/2023] [Accepted: 10/08/2023] [Indexed: 10/21/2023]
Abstract
Recently, polycyclic aromatic hydrocarbons (PAHs) were found to be linked to various diseases. The current study's objective was to explore whether or not there was a relation between PAH exposure and poor sleep pattern. We evaluated nine urine PAH metabolites as exposures in our cross-sectional research based on the National Health and Nutrition Examination Survey (NHANES) from 2005 to 2010. Logistic regression, restricted cubic spline regression (RCS) model, weighted quantile sum (WQS) regression, subgroup analysis, and mediation analysis were used to assess the associations between PAH metabolism and poor sleep pattern risk. After controlling for all confounding variables, several primary PAH metabolites, namely 1-hydroxynapthalene (1-NAP, OR 1.32, 95% CI 1.04-1.68), 2-hydroxyfluorene (2-FLU, OR 1.34, 95% CI 1.05-1.71), 1-hydroxyphenanthrene (1-PHE, OR 1.30, 95% CI 1.03-1.64), 9-hydroxyfluorene (9-FLU, OR 1.38, 95% CI 1.09-1.74), and ∑PAHs (OR 1.33, 95% CI 1.05-1.69), compared to the bottom tertile, were associated with increased risk of poor sleep pattern. The WQS regression analysis showed that 9-FLU and 1-NAP comprised the two most important factors related to poor sleep pattern. Mediation analysis revealed that inflammation acted as a mediator between PAHs and the prevalence of poor sleep pattern. In conclusion, exposure to PAHs may be associated with poor sleep pattern. Inflammation is a mediator of the effects of PAH exposure on poor sleep pattern.
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Affiliation(s)
- Qian Zhang
- Department of Respiratory and Critical Care Medicine, The Second Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Kun Peng
- Department of Respiratory and Critical Care Medicine, Second Affiliated Hospital of Anhui Medical University, Hefei, Anhui, China
| | - Li-Hong Xin
- Department of Respiratory and Critical Care Medicine, The Second Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Jie Zhao
- Department of Respiratory and Critical Care Medicine, The Second Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Yu-Jie Li
- Department of Respiratory and Critical Care Medicine, The Second Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China.
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Powell D, Peet ED, Pacula RL. Understanding the rise in overdose deaths involving opioids and non-opioid prescription drugs in the United States. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2023:104104. [PMID: 37422359 PMCID: PMC10770297 DOI: 10.1016/j.drugpo.2023.104104] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2023] [Revised: 04/11/2023] [Accepted: 06/13/2023] [Indexed: 07/10/2023]
Abstract
BACKGROUND Previous studies demonstrate that the reformulation of OxyContin in the U.S. in 2010 induced substitution to illicit opioids, causing illicit opioid markets to grow disproportionately fast in states more exposed to the reformulation. In this paper, we examine if this shift to the illicit market also led to a rise in polysubstance overdose deaths involving non-opioid prescription drugs, including gabapentinoids and "Z-drugs" and, separately, benzodiazepines. METHODS Using a difference-in-differences framework, the relationship between exposure to reformulation and overdose death rates including specific substances was studied in each year from 1999 to 2020 while accounting for fixed differences across states, common nationwide shocks, and state-level differences in pain reliever misuse prior to reformulation. Exposure to reformulation was measured as the pre-reformulation rate of OxyContin misuse. RESULTS Exposure to reformulation predicted growth in overdose deaths involving gabapentinoids and Z-drugs. There is less evidence that it predicted growth in overdose deaths involving benzodiazepines. However, for all substances, there is strong evidence that pre-reformulation OxyContin misuse rates predicted post-reformulation growth in overdose deaths concurrently involving synthetic opioids. DISCUSSION The opioid crisis has changed in radical ways. This study links a major supply-side intervention to the increase in polysubstance overdose deaths involving non-opioid prescription drugs, specifically gabapentinoids and Z-drugs.
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Affiliation(s)
- David Powell
- RAND Corporation, 1200 South Hayes Street, Arlington, VA 22202 USA.
| | - Evan D Peet
- RAND Corporation, 4570 Fifth Ave, Pittsburgh, PA 15213 USA
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Powell D, Shetty KD, Peet ED. Trends in overdose deaths involving gabapentinoids and Z-drugs in the United States. Drug Alcohol Depend 2023; 249:109952. [PMID: 37301069 DOI: 10.1016/j.drugalcdep.2023.109952] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/24/2023] [Revised: 04/10/2023] [Accepted: 05/27/2023] [Indexed: 06/12/2023]
Abstract
INTRODUCTION As policies have been implemented to limit access to prescription opioids, other drugs have been prescribed off-label, sometimes concurrently with opioids, to manage pain. There are concerns about the use of gabapentinoids and "Z-drugs" with opioids. As the opioid crisis transitions to illicit opioids and polysubstance use, little work quantifies the concurrent involvement of non-opioid prescription drugs and illicit opioids in overdose deaths. METHODS Data from the census of deaths in the United States for 1999-2020 were used to understand trends in deaths involving gabapentinoids/Z-drugs and opioid co-involvement. These trends were studied overall and by sex, race, age, and education. RESULTS Per capita overdose deaths involving gabapentinoids/Z-drugs increased almost continuously since 1999, averaging 15.8% annual growth. This rate increased to 32% in 2020, primarily due to overdoses involving synthetic opioids. Women typically had higher rates of overdose deaths involving both opioids and gabapentinoids/Z-drugs, though this disparity disappeared in 2020. White Americans and American Indians/Alaskan Natives historically had higher rates than other racial groups; however, Black Americans experienced over 60% annual growth in recent years. Low education groups have been disproportionately impacted. The age incidence tends to be older than overdoses involving opioids more generally. CONCLUSION Overdose deaths involving opioids and gabapentinoids/Z-drugs have tended to disproportionately affect women and older age groups compared to all opioid-involved overdoses. As deaths involving synthetic opioids likely reflect use of illicitly-obtained opioids, there may be less of a role for policies targeting the concurrent prescribing of gabapentinoids/Z-drugs with opioids to reduce these deaths.
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Affiliation(s)
- David Powell
- RAND, 1200 S. Hayes St, Arlington, VA22202, United States.
| | | | - Evan D Peet
- RAND, 4570 Fifth Ave, Pittsburgh, PA15213, United States
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Wahab A, Iqbal A. Black-Box Warnings of Antiseizure Medications: What is Inside the Box? Pharmaceut Med 2023; 37:233-250. [PMID: 37119452 DOI: 10.1007/s40290-023-00475-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/28/2023] [Indexed: 05/01/2023]
Abstract
Antiseizure medications can cause serious adverse reactions and have deleterious drug interactions that often complicate the clinical management of patients. When the US Food and Drug Administration (FDA) wants to alert healthcare providers and patients about the risk of potentially serious or fatal drug reactions, the FDA requires the manufacturers of these medications to format these warnings within a "black-box" border, and prominently display this box on the first section of the package insert; such warnings are called "black-box warnings (BBWs)". The BBW is a way for the FDA to urge physicians to evaluate patients more rigorously and carefully weigh the risks and benefits, before prescribing medication that has the potential to cause serious adverse reactions, and to formulate a plan for close monitoring during therapy. The FDA BBW provides the extra layer of safety but many healthcare providers fail to comply with these warnings. Currently, there are 26 FDA-approved antiseizure medications in the US market, 38% of which have received BBWs, and most of the antiseizure medications with BBWs are older-generation drugs. Some antiseizure medications have multiple BBWs; for example, valproic acid has three BBWs including hepatotoxicity, fetal risk, and pancreatitis, carbamazepine has BBWs of serious skin and hematological reactions, and felbamate also has two BBWs including hepatic failure and aplastic anemia. The purpose of this review is to provide insight into each BBW received by antiseizure medications and discuss the FDA recommendations for evaluating the drug benefit/risk, and for monitoring parameters before the initiation of and during treatment.
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Affiliation(s)
- Abdul Wahab
- Department of Pharmacy, Emory Healthcare, Emory Decatur Hospital, Decatur, GA, 30033, USA.
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Vozoris NT. Sleep health and race: little-chartered territory. Sleep 2023; 46:6806175. [PMID: 36335512 DOI: 10.1093/sleep/zsac266] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2022] [Indexed: 11/08/2022] Open
Affiliation(s)
- Nicholas T Vozoris
- Division of Respirology, Department of Medicine, St. Michael's Hospital, Toronto, Ontario, Canada.,Keenan Research Centre in the Li Ka Shing Knowledge Institute, St Michael's Hospital, Toronto, Ontario, Canada.,Department of Medicine, University of Toronto, Toronto, Ontario, Canada
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Wang S, Rossheim ME, Nandy RR. Trends in prevalence of short sleep duration and trouble sleeping among US adults, 2005-2018. Sleep 2023; 46:6713839. [PMID: 36152031 DOI: 10.1093/sleep/zsac231] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2022] [Revised: 08/19/2022] [Indexed: 01/13/2023] Open
Abstract
STUDY OBJECTIVES To determine trends in prevalence of short sleep duration and trouble sleeping among US adults from 2005 to 2018, and to assess how sleep trends vary by sex and race/ethnicity. METHODS Seven cycles of the National Health and Nutrition Examination Survey data between 2005-2006 and 2017-2018 were analyzed. Trouble sleeping and sleep duration were self reported. Short sleep duration was defined as sleep duration ≤6 hr. Age-standardized prevalence of reporting trouble sleeping to a health care provider and short sleep duration were estimated among the overall US adult population, and by sex and race/ethnicity. RESULTS From 2005 to 2014, the age-adjusted prevalence of short sleep duration remained similar in the overall population (p for trend >0.05). Non-Hispanic Black people had the highest prevalence of short sleep duration among all race/ethnicity groups in all seven cycles. The prevalence of short sleep duration appears lower in 2015-2018 than in 2005-2014 due to different measurement methods applied. However, from 2005 to 2018, there were increasing trends in age-adjusted prevalence of reporting trouble sleeping to a health care provider in the overall population, among both men and women, and all race/ethnicity groups (p for trend <0.05). Among all the race/ethnicity groups, non-Hispanic White people had the highest prevalence of reporting trouble sleeping to a healthcare provider. CONCLUSION Findings depict the persistence of sleep-related issues in the United States and possible risk factors, as well as racial disparities.
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Affiliation(s)
- Shanshan Wang
- Department of Biostatistics and Epidemiology, School of Public Health, University of North Texas Health Science Center, Fort Worth, TX, USA
| | - Matthew E Rossheim
- Department of Health Behavior and Health Systems, School of Public Health, University of North Texas Health Science Center, Fort Worth, TX, USA
| | - Rajesh R Nandy
- Department of Biostatistics and Epidemiology, School of Public Health, University of North Texas Health Science Center, Fort Worth, TX, USA
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Jacobs DM, Tober R, Yu C, Gibson W, Dunn T, Lu CH, Bednzarczyk E, Jette G, Lape-Newman B, Falls Z, Elkin PL, Leonard KE. Trends in Prescribing Opioids, Benzodiazepines, and Both Among Adults with Alcohol Use Disorder in New York State. J Gen Intern Med 2023; 38:138-146. [PMID: 35650469 PMCID: PMC9849516 DOI: 10.1007/s11606-022-07682-3] [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: 12/15/2021] [Accepted: 05/20/2022] [Indexed: 02/02/2023]
Abstract
BACKGROUND Alcohol use disorder (AUD) is a highly prevalent public health problem that contributes to opioid- and benzodiazepine-related morbidity and mortality. Even though co-utilization of these substances is particularly harmful, data are sparse on opioid or benzodiazepine prescribing patterns among individuals with AUD. OBJECTIVE To estimate temporal trends and disparities in opioid, benzodiazepine, and opioid/benzodiazepine co-prescribing among individuals with AUD in New York State (NYS). DESIGN/PARTICIPANTS Serial cross-sectional study analyzing merged data from the NYS Office of Addiction Services and Supports (OASAS) and the NYS Department of Health Medicaid Data Warehouse. Subjects with a first admission to an OASAS treatment program from 2005-2018 and a primary AUD were included. A total of 148,328 subjects were identified. MEASURES Annual prescribing rates of opioids, benzodiazepines, or both between the pre- (2005-2012) and post- (2013-2018) Internet System for Tracking Over-Prescribing (I-STOP) periods. I-STOP is a prescription monitoring program implemented in NYS in August 2013. Analyses were stratified based on sociodemographic factors (age, sex, race/ethnicity, and location). RESULTS Opioid prescribing rates decreased between the pre- and post-I-STOP periods from 25.1% (95% CI, 24.9-25.3%) to 21.3% (95% CI, 21.2-21.4; P <.001), while benzodiazepine (pre: 9.96% [95% CI, 9.83-10.1%], post: 9.92% [95% CI, 9.83-10.0%]; P =.631) and opioid/benzodiazepine prescribing rates remained unchanged (pre: 3.01% vs. post: 3.05%; P =.403). After I-STOP implementation, there was a significant decreasing trend in opioid (change, -1.85% per year, P <.0001), benzodiazepine (-0.208% per year, P =.0184), and opioid/benzodiazepine prescribing (-0.267% per year, P <.0001). Opioid, benzodiazepine, and co-prescription rates were higher in females, White non-Hispanics, and rural regions. CONCLUSIONS Among those with AUD, opioid prescribing decreased following NYS I-STOP program implementation. While both benzodiazepine and opioid/benzodiazepine co-prescribing rates remained high, a decreasing trend was evident after program implementation. Continuing high rates of opioid and benzodiazepine prescribing necessitate the development of innovative approaches to improve the quality of care.
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Affiliation(s)
- David M Jacobs
- Department of Pharmacy Practice, School of Pharmacy and Pharmaceutical Sciences, University at Buffalo, Buffalo, NY, USA.
| | - Ryan Tober
- Department of Pharmacy Practice, School of Pharmacy and Pharmaceutical Sciences, University at Buffalo, Buffalo, NY, USA
| | - Carrie Yu
- Department of Pharmacy Practice, School of Pharmacy and Pharmaceutical Sciences, University at Buffalo, Buffalo, NY, USA
| | - Walter Gibson
- Department of Pharmacy Practice, School of Pharmacy and Pharmaceutical Sciences, University at Buffalo, Buffalo, NY, USA
| | - Terry Dunn
- Department of Pharmacy Practice, School of Pharmacy and Pharmaceutical Sciences, University at Buffalo, Buffalo, NY, USA
| | - Chi-Hua Lu
- Department of Pharmacy Practice, School of Pharmacy and Pharmaceutical Sciences, University at Buffalo, Buffalo, NY, USA
| | - Edward Bednzarczyk
- Department of Pharmacy Practice, School of Pharmacy and Pharmaceutical Sciences, University at Buffalo, Buffalo, NY, USA
| | - Gail Jette
- Division of Outcomes, Management, and Systems Information, Office of Addiction Services and Supports, Albany, NY, USA
| | - Brynn Lape-Newman
- Division of Program Development and Management, Office of Health Insurance Programs, Albany, NY, USA
| | - Zackary Falls
- Department of Biomedical Informatics, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY, USA
| | - Peter L Elkin
- Department of Biomedical Informatics, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY, USA
- Faculty of Engineering, University of Southern Denmark, Odense, Denmark
- U.S. Department of Veterans Affairs, WNY VA, Buffalo, NY, USA
| | - Kenneth E Leonard
- Clinical and Research Institute on Addictions, University at Buffalo, Buffalo, NY, USA
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Bakewell BK, Townsend CB, Ly JA, Sherman M, Abdelfattah HM, Solarz M, Woozley K, Ilyas AM. The Effect of Preoperative Benzodiazepine Usage on Postoperative Opioid Consumption After Hand Surgery: A Multicenter Analysis. Cureus 2022; 14:e29609. [PMID: 36321037 PMCID: PMC9601921 DOI: 10.7759/cureus.29609] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/22/2022] [Indexed: 12/01/2022] Open
Abstract
Background Prescription rates of opioids and benzodiazepines have steadily increased in the last decade with the percentage of prescription opioid overdose deaths involving benzodiazepines more than doubling during that time. Orthopaedic surgery is one of the highest-volume opioid prescribing medical specialties, but the effects of benzodiazepine use on orthopaedic surgery patient outcomes are not well understood. The purpose of the study was to utilize the state Prescription Drug Monitoring Program (PDMP) database to investigate if perioperative benzodiazepine use predisposes patients to prolonged opioid use following hand and upper extremity orthopaedic surgery. Methods This study was retrospective and conducted at three urban academic institutions. All patients who underwent carpal tunnel release, thumb basal joint arthroplasty, and distal radius fracture open reduction internal fixation performed by 14 board-certified, fellowship-trained orthopaedic hand and upper extremity surgeons between April 2018 and August 2019, were collected via a database query. All opioid and benzodiazepine prescriptions were collected from three months preoperatively to six months postoperatively. Results In this study, 634 patients met the inclusion criteria presented to one of the three institutions during the 18-month study period. Patients consisted of 276 carpal tunnel releases, 217 distal radius fracture open reduction internal fixations, and 141 thumb basal joint arthroplasties. Benzodiazepine users were 14.6% more likely to fill an additional opioid prescription (p<0.005) and were 10.8% more likely to experience prolonged three to six-month postoperative opioid use (p<0.005). Conclusion This study found that patients who use benzodiazepines are at a higher risk of filling additional opioid prescriptions and prolonged opioid use following hand and upper extremity surgery. Prescribers should take this into account when prescribing opioids after upper extremity orthopaedic surgery.
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Koffel E, Branson M, Amundson E, Wisdom JP. "Sign Me Up, I'm Ready!": Helping Patients Prescribed Sleeping Medication Engage with Cognitive Behavioral Therapy for Insomnia (CBT-I). Behav Sleep Med 2021; 19:629-639. [PMID: 33063548 DOI: 10.1080/15402002.2020.1828085] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
OBJECTIVE/BACKGROUND Cognitive behavioral therapy for insomnia (CBT-I) provides safe and effective insomnia care without the risk of harm associated with sleeping medications. Unfortunately, few patients with insomnia engage with CBT-I, with most using sedative hypnotics instead. This study conducted focus groups with patients with insomnia who were treated with sleeping medication, including older adults, women, and patients with chronic pain. The goal was to explore the perspectives of high-risk, CBT-I naïve patients on increasing access and engagement with CBT-I. PARTICIPANTS Participants included 29 Veterans with insomnia who had been prescribed sleeping medication in the last year and had not previously engaged with CBT-I. METHODS Semi-structured 90-min focus groups were used to 1) explore messages and appropriate channels for a CBT-I social marketing campaign, 2) determine patient preferences for self-management CBT-I tools, and 3) determine patient opinions on alternative provider-delivered forms of CBT-I. Thematic analysis was used to identify conceptual themes. RESULTS Three main themes were identified. First, patient education is necessary but not sufficient. Patients recommended multiple outreach attempts through multiple channels to motivate tired and overwhelmed insomnia patients to engage with CBT-I. Second, patients gravitated toward a stepped-care approach. Most would start with self-management CBT-I tools, moving on to provider-delivered CBT-I if needed. Finally, patients appreciated being able to choose from a menu of CBT-I delivery options and would use multiple options simultaneously. CONCLUSIONS These findings suggest promising opportunities to increase the use of CBT-I for high-risk patients through patient education and provision of self-management CBT-I tools.
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Affiliation(s)
- Erin Koffel
- Center for Care Delivery and Outcomes Research, Minneapolis VA Health Care System, Minneapolis, MN.,Department of Psychiatry, University of Minnesota Medical School, Minneapolis, MN
| | - Mariah Branson
- Center for Care Delivery and Outcomes Research, Minneapolis VA Health Care System, Minneapolis, MN
| | - Erin Amundson
- Center for Care Delivery and Outcomes Research, Minneapolis VA Health Care System, Minneapolis, MN.,Department of Medicine, University of Minnesota Medical School, Minneapolis, MN
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14
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Hawkins EJ, Lott AM, Danner AN, Malte CA, Hagedorn HJ, Berger D, Donovan LM, Sayre GG, Mariano AJ, Saxon AJ. Primary Care and Mental Health Prescribers, Key Clinical Leaders, and Clinical Pharmacist Specialists' Perspectives on Opioids and Benzodiazepines. PAIN MEDICINE 2021; 22:1559-1569. [PMID: 33661287 DOI: 10.1093/pm/pnaa435] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
OBJECTIVE Due to increased risks of overdose fatalities and injuries associated with coprescription of opioids and benzodiazepines, healthcare systems have prioritized deprescribing this combination. Although prior work has examined providers' perspectives on deprescribing each medication separately, perspectives on deprescribing patients with combined use is unclear. We examined providers' perspectives on coprescribed opioids and benzodiazepines and identified barriers and facilitators to deprescribing. DESIGN Qualitative study using semistructured interviews. SETTING One multisite Veterans Affairs (VA) healthcare system in the United States of America. SUBJECTS Primary care and mental health prescribers, key clinical leaders, clinical pharmacist specialists (N = 39). METHODS Interviews were audio-recorded, transcribed, and analyzed using thematic analysis. Themes were identified iteratively, through a multidisciplinary team-based process. RESULTS Analyses identified four themes related to barriers and facilitators to deprescribing: inertia, prescriber self-efficacy, feasibility of deprescribing/tapering, and promoting deprescribing, as well as a fifth theme, consequences of deprescribing. Results highlighted the complexity of deprescribing when multiple prescribers are involved, a need for additional support and time, and concerns about patients' reluctance to discontinue these medications. Facilitators included agreement with the goal of deprescribing and fear of negative consequences if medications are continued. Providers spoke to how deprescribing efforts impaired patient-provider relationships and informed their decisions not to start patients on these medications. CONCLUSIONS Although providers agree with the goal, prescribers' belief in a limited deprescribing role, challenges with coordination among prescribers, concerns about insufficient time and patients' resistance to discontinuing these medications need to be addressed for efforts to be successful.
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Affiliation(s)
- Eric J Hawkins
- Health Services Research & Development (HSR&D) Seattle Center of Innovation for Veteran-Centered and Value-Driven Care, Veterans Affairs (VA) Puget Sound Health Care System, Seattle, Washington, USA.,Center of Excellence in Substance Addiction Treatment and Education, VA Puget Sound Health Care System, Seattle, Washington, USA.,Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, Washington, USA
| | - Aline M Lott
- Health Services Research & Development (HSR&D) Seattle Center of Innovation for Veteran-Centered and Value-Driven Care, Veterans Affairs (VA) Puget Sound Health Care System, Seattle, Washington, USA.,Center of Excellence in Substance Addiction Treatment and Education, VA Puget Sound Health Care System, Seattle, Washington, USA
| | - Anissa N Danner
- Health Services Research & Development (HSR&D) Seattle Center of Innovation for Veteran-Centered and Value-Driven Care, Veterans Affairs (VA) Puget Sound Health Care System, Seattle, Washington, USA.,Center of Excellence in Substance Addiction Treatment and Education, VA Puget Sound Health Care System, Seattle, Washington, USA
| | - Carol A Malte
- Health Services Research & Development (HSR&D) Seattle Center of Innovation for Veteran-Centered and Value-Driven Care, Veterans Affairs (VA) Puget Sound Health Care System, Seattle, Washington, USA.,Center of Excellence in Substance Addiction Treatment and Education, VA Puget Sound Health Care System, Seattle, Washington, USA
| | - Hildi J Hagedorn
- Department of Psychiatry, University of Minnesota School of Medicine, Minneapolis, Minnesota, USA.,Center for Care Delivery & Outcomes Research, Minneapolis VA Health Care System, Minneapolis, Minnesota, USA
| | - Douglas Berger
- General Medicine Service, VA Puget Sound Health Care System, Seattle, Washington, USA.,Department of Medicine, University of Washington, Seattle, Washington, USA
| | - Lucas M Donovan
- Health Services Research & Development (HSR&D) Seattle Center of Innovation for Veteran-Centered and Value-Driven Care, Veterans Affairs (VA) Puget Sound Health Care System, Seattle, Washington, USA.,Division of Pulmonary, Critical Care, and Sleep Medicine, University of Washington, Seattle, Washington, USA
| | - George G Sayre
- Health Services Research & Development (HSR&D) Seattle Center of Innovation for Veteran-Centered and Value-Driven Care, Veterans Affairs (VA) Puget Sound Health Care System, Seattle, Washington, USA.,Department of Health Services, University of Washington, Seattle, Washington, USA
| | - Anthony J Mariano
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, Washington, USA.,VA Northwest Veterans Integrated Service Network (VISN 20), VA Puget Sound Health Care System, Seattle, Washington, USA
| | - Andrew J Saxon
- Health Services Research & Development (HSR&D) Seattle Center of Innovation for Veteran-Centered and Value-Driven Care, Veterans Affairs (VA) Puget Sound Health Care System, Seattle, Washington, USA.,Center of Excellence in Substance Addiction Treatment and Education, VA Puget Sound Health Care System, Seattle, Washington, USA.,Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, Washington, USA
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15
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Mansueto G, Lugoboni F, Casari R, Bertoldi A, Cosci F. Mono- and poly-therapy with benzodiazepines or Z-drugs: Results from a tertiary-care Addiction Unit study. INTERNATIONAL JOURNAL OF RISK & SAFETY IN MEDICINE 2021; 32:295-320. [PMID: 34120917 DOI: 10.3233/jrs-210014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND Using benzodiazepines (BZDs) or Z-drugs in poly-therapy is a critical issue. OBJECTIVE Identifying factors influencing the use of BZDs/Z-drugs in poly- vs mono-therapy in patients with or without substance use disorders (SUDs). METHODS 986 inpatients were analysed. Socio-demographic and clinical variables were collected. BZD/Z-drug doses were compared via the Defined Daily Dose (DDD) and standardized as diazepam dose equivalents. Mann-Whitney, Chi-square, Fisher test, hierarchical multivariate regression analyses were run referring to the whole sample and to subjects with current SUDs, lifetime SUDs, current and lifetime SUDs, non-SUDs. RESULTS In the whole sample the variance of being mono- vs poly-therapy users was explained by BZD/Z-drug formulation, DDD, duration of treatment, age of first BZDs/Z-drugs use (ΔR2 = 0.141, p < 0.001). Among those with current SUDs (ΔR2 = 0.278, p = 0.332) or current and lifetime SUDs (ΔR2 = 0.154, p = 0.419), no variables explained the variance of being mono-vs poly-therapy users. Among lifetime SUDs subjects, the variance of being mono- vs poly-therapy users was explained by BZD/Z-drug formulation and age of first BZD/Z-drug use (ΔR2 = 0.275, p < 0.001). Among non-SUDs subjects, the variance of being mono- vs poly-therapy users was explained by DDD and duration of treatment (ΔR2 = 0.162, p = 0.001). CONCLUSIONS Tablets, high drug doses, long duration of treatment, and early age of first use were more likely associated to poly- than mono-therapy. This suggests that patients have different clinical features and a pharmacological prescription should be tailored to them also based on the variables here analysed.
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Affiliation(s)
- Giovanni Mansueto
- Department of Health Sciences, University of Florence, Florence, Italy.,Clinical Pharmacopsychology Laboratory, University of Florence, Florence, Italy.,Department of Psychology, Sigmund Freud University, Milan, Italy
| | - Fabio Lugoboni
- Addiction Medicine Unit, Department of Medicine, Verona University Hospital, Verona, Italy
| | - Rebecca Casari
- Addiction Medicine Unit, Department of Medicine, Verona University Hospital, Verona, Italy
| | - Anna Bertoldi
- Addiction Medicine Unit, Department of Medicine, Verona University Hospital, Verona, Italy
| | - Fiammetta Cosci
- Department of Health Sciences, University of Florence, Florence, Italy.,Clinical Pharmacopsychology Laboratory, University of Florence, Florence, Italy.,Department of Psychiatry & Psychology, School for Mental Health & Neuroscience, Maastricht University, Maastricht, The Netherlands
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16
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Orsolini L, Chiappini S, Grandinetti P, Bruschi A, Testa R, Provenzano A, Berardis DD, Volpe U. 'Z-trip'? A Comprehensive Overview and a Case-series of Zolpidem Misuse. CLINICAL PSYCHOPHARMACOLOGY AND NEUROSCIENCE 2021; 19:367-387. [PMID: 33888666 PMCID: PMC8077048 DOI: 10.9758/cpn.2021.19.2.367] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 02/11/2020] [Revised: 03/26/2020] [Accepted: 03/27/2020] [Indexed: 01/28/2023]
Abstract
Although believed safer compared to short-acting benzodiazepines (BZD), in the past few years a growing concern has developed relating to the abuse of Z-drugs, and specifically of zolpidem. Here we aim to review the evidence for the misuse of zolpidem and describe several related cases collected in Italy. A comprehensive overview is here carried by using several databases, and by combining the search strategy of free text terms and exploding a range of MESH headings relating to the topics of Zolpidem and Abuse and/or Misuse as follows: ((Zolpidem[Title/Abstract]) AND (Abuse[Title/Abstract]) OR (Misuse[Title/Abstract])), without time and/or language restrictions. Furthermore, a case series of 8 cases of zolpidem misuse and/or abuse, collected in different Italian psychiatric settings (psychiatric public hospital, psychiatric private rehabilitation clinic, and private practice), have been here described. According to our findings, zolpidem should be prescribed with the same caution as BZDs, especially in patients with a history of drug abuse or in the elderly. Behavioural modifications, including bizarre behaviours, psychomotor agitation, sleep-related complex behaviours have been reported. Monitoring of zolpidem use in selected populations is warranted. Psychiatrists and physicians should be aware of the misuse potential of zolpidem and adopt measures restricting its use.
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Affiliation(s)
- Laura Orsolini
- Unit of Clinical Psychiatry, Department of Neurosciences/DIMSC, School of Medicine and Surgery, Polytechnic University of Marche, Ancona, Italy.,Psychopharmacology, Drug Misuse and Novel Psychoactive Substances Research Unit, School of Life and Medical Sciences, University of Hertfordshire, Hatfield, UK
| | - Stefania Chiappini
- Psychopharmacology, Drug Misuse and Novel Psychoactive Substances Research Unit, School of Life and Medical Sciences, University of Hertfordshire, Hatfield, UK
| | - Paolo Grandinetti
- NHS, Department of Territorial Assistance, Service for Addictions (SerD), Teramo, Rome
| | - Angelo Bruschi
- NHS, Department of Mental Health, Psychiatric Service of Diagnosis and Treatment, Belcolle Hospital, Viterbo, Rome.,Catholic University of the Sacred Heart, Rome.,Istituto di Psicopatologia, Rome
| | - Roberta Testa
- NHS, Department of Mental Health, AUSL Reggio Emilia, Reggio Emilia, Rome
| | | | - Domenico De Berardis
- NHS, Department of Mental Health, Psychiatric Service of Diagnosis and Treatment, G. Mazzini Hospital, Teramo, Rome.,Department of Neuroscience, Imaging and Clinical Science, G. D'Annunzio University, Chieti, Italy
| | - Umberto Volpe
- Unit of Clinical Psychiatry, Department of Neurosciences/DIMSC, School of Medicine and Surgery, Polytechnic University of Marche, Ancona, Italy
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17
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Xu KY, Hartz SM, Borodovsky JT, Bierut LJ, Grucza RA. Association Between Benzodiazepine Use With or Without Opioid Use and All-Cause Mortality in the United States, 1999-2015. JAMA Netw Open 2020; 3:e2028557. [PMID: 33295972 PMCID: PMC7726637 DOI: 10.1001/jamanetworkopen.2020.28557] [Citation(s) in RCA: 42] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
IMPORTANCE Although overall rates of opioid use have been plateauing, coprescriptions of benzodiazepines and opioids have increased greatly in recent years. It is unknown whether this combination is an independent risk factor for all-cause mortality as opposed to being more frequently used by persons with a baseline elevated risk of death. OBJECTIVE To evaluate whether benzodiazepine use, with or without opioid use, is associated with increased all-cause mortality relative to the use of low-risk antidepressants. DESIGN, SETTING, AND PARTICIPANTS This retrospective cohort study used a large, nationally representative US data set (the National Health and Nutrition Examination Surveys [NHANES]) from 1999 to 2015. Eight cycles of NHANES data were used, spanning 37 610 person-years of follow-up time among 5212 individuals. Statistical analysis was performed from August 24, 2019, through May 23, 2020. EXPOSURES The primary exposure variable was benzodiazepine and opioid coprescriptions. Individuals taking selective serotonin reuptake inhibitors (SSRIs) served as an active comparator reference group. MAIN OUTCOMES AND MEASURES All-cause mortality was obtained via linkage of NHANES to the National Death Index. Propensity scores were calculated from covariates associated with sociodemographic factors, comorbidities, and medication use for more than 1000 prescription types. Propensity score-weighted mortality hazards were calculated from Cox proportional hazards regression models. RESULTS Of 5212 participants aged 20 years or older (1993 men [38.2%]; mean [SD] age, 54.8 [16.9] years) followed up for a median of 6.7 years (range, 0.2-16.8 years), 101 deaths (33.0 per 1000 person-years) occurred among those receiving cotreatment, 236 deaths (26.5 per 1000 person-years) occurred among those receiving only benzodiazepines, and 227 deaths (20.2 per 1000 person-years) occurred among SSRI recipients taking neither opioids nor benzodiazepines. After propensity score weighting, a significant increase in all-cause mortality was associated with benzodiazepine and opioid cotreatment (hazard ratio, 2.04 [95% CI, 1.65-2.52]) and benzodiazepines without opioids (hazard ratio, 1.60 [95% CI, 1.33-1.92]). Subgroup analyses revealed an increased risk of mortality for individuals receiving cotreatment who were 65 years or younger but not for those older than 65 years; similar findings were observed for those receiving benzodiazepines without opioids. CONCLUSIONS AND RELEVANCE This study found a significant increase in all-cause mortality associated with benzodiazepine use with or without opioid use in comparison with SSRI use. Benzodiazepine and opioid cotreatment, in particular, was associated with a 2-fold increase in all-cause mortality even after taking into account medical comorbidities and polypharmacy burden.
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Affiliation(s)
- Kevin Y. Xu
- Health and Behavior Research Center, Department of Psychiatry, Washington University School of Medicine in St Louis, St Louis, Missouri
| | - Sarah M. Hartz
- Health and Behavior Research Center, Department of Psychiatry, Washington University School of Medicine in St Louis, St Louis, Missouri
| | - Jacob T. Borodovsky
- Health and Behavior Research Center, Department of Psychiatry, Washington University School of Medicine in St Louis, St Louis, Missouri
| | - Laura J. Bierut
- Health and Behavior Research Center, Department of Psychiatry, Washington University School of Medicine in St Louis, St Louis, Missouri
- Alvin J. Siteman Cancer Center, Barnes Jewish Hospital, Washington University School of Medicine in St Louis, St Louis, Missouri
| | - Richard A. Grucza
- Health and Behavior Research Center, Department of Psychiatry, Washington University School of Medicine in St Louis, St Louis, Missouri
- Center for Health Outcomes Research, St Louis University, St Louis, Missouri
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18
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Sharma V, Simpson SH, Samanani S, Jess E, Eurich DT. Concurrent use of opioids and benzodiazepines/Z-drugs in Alberta, Canada and the risk of hospitalisation and death: a case cross-over study. BMJ Open 2020; 10:e038692. [PMID: 33444187 PMCID: PMC7682464 DOI: 10.1136/bmjopen-2020-038692] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/20/2020] [Revised: 10/05/2020] [Accepted: 10/26/2020] [Indexed: 12/17/2022] Open
Abstract
OBJECTIVES Coprescribing of benzodiazepines/Z-drugs (BZDs) and opioids is a drug-use pattern of considerable concern due to risk of adverse events. The objective of this study is to estimate the effect of concurrent use of BZDs on the risk of hospitalisations/emergency department (ED) visits and deaths among opioid users. DESIGN, SETTING AND PARTICIPANTS We conducted a population-based case cross-over study during 2016-2018 involving Albertans 18 years of age and over who received opioids. From this group, we identified 1 056 773 people who were hospitalised or visited the ED, and 31 998 who died. INTERVENTION Concurrent use of opioids and BZDs. OUTCOMES We estimated the risk of incident all-cause hospitalisation/ED visits and all-cause mortality associated with concurrent BZD use by applying a matched-pair analyses comparing concurrent use to opioid only use. RESULTS Concurrent BZD use occurred in 17% of opioid users (179 805/1 056 773). Overall, concurrent use was associated with higher risk of hospitalisation/ED visit (OR 1.13, p<0.001) and all cause death (OR 1.90; p<0.001). The estimated risk of hospitalisation/ED visit was highest in those >65 (OR 1.5; p<0.001), using multiple health providers (OR 1.67; p<0.001) and >365 days of opioid use (OR 1.76; p<0.001). Events due to opioid toxicity were also associated with concurrent use (OR 1.8; p<0.001). Opioid dose-response effects among concurrent patients who died were also noted (OR 3.13; p<0.001). INTERPRETATION Concurrent use of opioids and BZDs further contributes to the risk of hospitalisation/ED visits and mortality in Alberta, Canada over opioid use alone, with higher opioid doses, older age and increased number of unique health providers carrying higher risks. Regulatory bodies and health providers should reinforce safe drug-use practices and be vigilant about coprescribing.
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Affiliation(s)
- Vishal Sharma
- School of Public Health, University of Alberta, Edmonton, Alberta, Canada
| | - Scot H Simpson
- Faculty of Pharmacy and Pharmaceutical Sciences, University of Alberta, Edmonton, Alberta, Canada
| | | | - Ed Jess
- The College of Physicians & Surgeons of Alberta, Edmonton, Alberta, Canada
| | - Dean T Eurich
- School of Public Health, University of Alberta, Edmonton, Alberta, Canada
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19
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Koffel E, DeRonne B, Hawkins EJ. Co-prescribing of Opioids with Benzodiazepines and Other Hypnotics for Chronic Pain and Insomnia: Trends and Health Outcomes. PAIN MEDICINE 2020; 21:2055-2059. [PMID: 32186734 DOI: 10.1093/pm/pnaa054] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Affiliation(s)
- Erin Koffel
- Center for Care Delivery and Outcomes Research, Minneapolis VA Health Care System, Minneapolis, Minnesota
- University of Minnesota Medical School, Minneapolis, Minnesota
| | - Beth DeRonne
- Center for Care Delivery and Outcomes Research, Minneapolis VA Health Care System, Minneapolis, Minnesota
| | - Eric J Hawkins
- Health Services Research & Development (HSR&D) Seattle Center of Innovation for Veteran-Centered and Value-Driven Care, Veterans Affairs (VA) Puget Sound Health Care System, Seattle, Washington
- Center of Excellence in Substance Addiction Treatment and Education, VA Puget Sound Health Care System, Seattle, Washington
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, Washington, USA
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20
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Yang R, Carruth SE, Qiu W(A, Leslie RS. Changes in Concurrent Opioid and Benzodiazepine Use Following a Low-Touch Prescriber Fax Intervention. J Manag Care Spec Pharm 2020; 26:160-167. [PMID: 32011968 PMCID: PMC10391025 DOI: 10.18553/jmcp.2020.26.2.160] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
BACKGROUND Concurrent use of opioids and benzodiazepines (COB) can lead to additive respiratory and central nervous system effects, putting patients at increased risk of fatal overdose. In 2016, the Centers for Disease Control and Prevention released an opioid-prescribing guideline recommending against COB, and the Pharmacy Quality Alliance (PQA) endorsed a COB measure in its core opioid set. From May 1, 2017, to December 4, 2017, a California Medicaid plan launched a COB-focused prescriber outreach intervention for members receiving recent opioid and benzodiazepine claims with the intent of decreasing concurrent use. OBJECTIVE To assess the effect of a prescriber fax intervention by a Medicaid plan on COB. METHODS Two retrospective analyses were conducted using administrative pharmacy claims data: a comparison of the PQA COB rate among selected California Medicaid plans for 2016 and 2017 and a cohort utilization analysis of members identified for the fax intervention compared with controls. Intervention and control members were matched based on 12 pre-index utilization characteristics. Outcomes assessed included proportion of members with resolution of COB in the post-index period, change in mean number of COB days before and after the index date, and proportion of members with decreased benzodiazepine daily dose after the index date. Analyses were also performed for the subgroups of members with < 30 days of COB and ≥ 30 days of COB in the pre-index period. RESULTS All California Medicaid plans in the study saw an improvement in the PQA COB rate between 2016 and 2017. In the utilization analysis, 4,182 intervention members were eligible according to study criteria and matched to similar control members. Many differences in medication use existed between the subgroups with < 30 days and ≥ 30 days of COB in the pre-index period, with the latter group consisting of much more chronic, complex users. The intervention cohort had a statistically significant higher proportion of members with complete resolution of COB compared with the control cohort (43.8% vs. 40.0%; P < 0.01), which was also statistically significant for the 2 subgroups. The intervention cohort had a decrease in the mean number of COB days from pre- to post-index periods, but this was only statistically significant for the subgroup with < 30 COB days (-2.5 vs. -1.5; P = 0.0217). No statistically significant differences were detected between cohorts in proportion of members with decreased benzodiazepine dose. CONCLUSIONS Our analyses demonstrated that this low-touch prescriber fax intervention produced statistically significant improvements in COB outcomes, despite the overall trend of declining COB among the other California Medicaid plans. Low-touch, targeted prescriber outreach can be an inexpensive yet effective tool to affect prescriber behavior, particularly before COB becomes chronic. DISCLOSURES No outside funding was used to support this study. The authors do not have any financial relationships or potential conflicts of interest relevant to this article to disclose. At the time of conducting this research, all authors were employees of MedImpact Healthcare Systems. The results of this study were presented at the AMCP Managed Care & Specialty Pharmacy Annual Meeting 2019; March 25-28, 2019; San Diego, CA.
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21
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Warrington JS, Lovejoy N, Brandon J, Lavoie K, Powell C. Integrating Social Determinants of Health and Laboratory Data: A Pilot Study To Evaluate Co-Use of Opioids and Benzodiazepines. Acad Pathol 2019; 6:2374289519884877. [PMID: 31700992 PMCID: PMC6823980 DOI: 10.1177/2374289519884877] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2019] [Revised: 09/13/2019] [Accepted: 09/22/2019] [Indexed: 12/30/2022] Open
Abstract
As the opioid crisis continues to have devastating consequences for our communities, families, and patients, innovative approaches are necessary to augment clinical care and the management of patients with opioid use disorders. As stewards of health analytic data, laboratories are uniquely poised to approach the opioid crisis differently. With this pilot study, we aimed to bridge laboratory data with social determinants of health data, which are known to influence morbidity and mortality of patients with substance use disorders. For the purpose of this pilot study, we focused on the co-use of opioids and benzodiazepines, which can lead to an increased risk of fatal opioid-related overdoses and increased utilization of acute care. Using the laboratory finding of the copresence of benzodiazepines and opioids as the primary outcome measure, we examined social determinants of health attributes that predict co-use. We found that the provider practice that ordered the laboratory result is the primary predictor of co-use. Increasing age was also predictive of co-use. Further, co-use is highly prevalent in specific geographic areas or “hotspots.” The prominent geographic distribution of co-use suggests that targeted educational initiatives may benefit the communities in which co-use is prevalent. This study exemplifies the Clinical Lab 2.0 approach by leveraging laboratory data to gain insights into the overall health of the patient.
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Affiliation(s)
- Jill S Warrington
- Aspenti Health, South Burlington, VT, USA.,Robert Larner School of Medicine, University of Vermont Health Network, Burlington, VT, USA
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22
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Aznar-Lou I, Carbonell-Duacastella C, Rodriguez A, Mera I, Rubio-Valera M. Prevalence of Medication-Dietary Supplement Combined Use and Associated Factors. Nutrients 2019; 11:nu11102466. [PMID: 31618867 PMCID: PMC6835757 DOI: 10.3390/nu11102466] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2019] [Revised: 10/03/2019] [Accepted: 10/05/2019] [Indexed: 12/26/2022] Open
Abstract
Introduction: The use of medication has increased in recent years in the US while the use of dietary supplements has remained stable but high. Interactions between these two kinds of products may have important consequences, especially in the case of widely used medications such as antihypertensives and antibiotics. The aim of this paper is to estimate the prevalence of potentially serious drug–dietary supplement interactions among tetracyclines, thiazides, and angiotensin II receptor blocker users by means of the NHANES 2013–2014 dataset. Methods: Data from 2013–2014 NHANES were obtained. Potential interactions analysed were tetracyclines with calcium, magnesium, and zinc, thiazides with vitamin D, and angiotensin II receptors blockers with potassium. Prevalence was calculated for each potential interaction. Logistic regression was used to assess associated factors. Results: 864 prescriptions issued to 820 patients were analysed. Overall prevalence of potential interaction was 49%. Older age and higher educational level were strongly associated with being at risk of a potential interaction. Factors such as age, race, civil status, citizenship, country of birth, BMI, and physical activity did not show notable associations. Conclusions: Healthcare professionals should be aware of other medical products when they prescribe or dispense a medication or a dietary supplement, especially to the older population and people with a higher educational level.
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Affiliation(s)
- Ignacio Aznar-Lou
- Teaching, Research & Innovation Unit, Institut de Recerca Sant Joan de Déu, Esplugues de Llobregat, Parc Sanitari Sant Joan de Déu, 08830 Sant Boi de Llobregat (Barcelona), Spain.
- Centro de Investigación Biomédica en Red en Epidemiología y Salud Pública, CIBERESP, 28029 Madrid, Spain.
| | - Cristina Carbonell-Duacastella
- Teaching, Research & Innovation Unit, Institut de Recerca Sant Joan de Déu, Esplugues de Llobregat, Parc Sanitari Sant Joan de Déu, 08830 Sant Boi de Llobregat (Barcelona), Spain.
| | - Ana Rodriguez
- Spanish Society of Community and Family Pharmacy (SEFAC), 28045 Madrid, Spain.
| | - Inés Mera
- Spanish Society of Community and Family Pharmacy (SEFAC), 28045 Madrid, Spain.
| | - Maria Rubio-Valera
- Teaching, Research & Innovation Unit, Institut de Recerca Sant Joan de Déu, Esplugues de Llobregat, Parc Sanitari Sant Joan de Déu, 08830 Sant Boi de Llobregat (Barcelona), Spain.
- Centro de Investigación Biomédica en Red en Epidemiología y Salud Pública, CIBERESP, 28029 Madrid, Spain.
- School of Pharmacy, University of Barcelona, 08028 Barcelona, Spain.
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Sharma V, Weir D, Samanani S, Simpson SH, Gilani F, Jess E, Eurich DT. Characterisation of concurrent use of prescription opioids and benzodiazepine/Z-drugs in Alberta, Canada: a population-based study. BMJ Open 2019; 9:e030858. [PMID: 31494618 PMCID: PMC6731882 DOI: 10.1136/bmjopen-2019-030858] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
OBJECTIVE The objective of this study is to characterise concurrent use of benzodiazepine receptor modulators and opioids among prescription opioid users in Alberta in 2017. DESIGN A population based retrospective study. SETTING Alberta, Canada, in the year 2017. PARTICIPANTS All individuals in Alberta, Canada, with at least one dispensation record from a community pharmacy for an opioid in the year 2017. EXPOSURE Concurrent use of a benzodiazepine receptor modulator and opioid, defined as overlap of supply for both drugs for at least 1 day. MAIN OUTCOME MEASURES Prevalence of concurrency was estimated among subgroups of patient characteristics that were considered clinically relevant or associated with inappropriate medication use. RESULTS Among the 547 709 Albertans who were dispensed opioid prescriptions in 2017, 132 156 (24%) also received prescriptions for benzodiazepine receptor modulators. There were 96 581 (17.6%) prescription opioid users who concurrently used benzodiazepine receptor modulators with an average of 98 days (SD=114, 95% CI 97 to 99) of total cumulative concurrency and a median of 37 days (IQR 10 to 171). The average longest duration of consecutive days of concurrency was 45 (SD=60, 95% CI 44.6 to 45.4) with a median of 24 days (IQR 8 to 59). Concurrency was more prevalent in females, patients using an average daily oral morphine equivalent >90 mg, opioid dependence therapy patients, chronic opioid users, patients utilising a high number of unique providers, lower median household incomes and those older than 65 (p value<0.001 for all comparisons). CONCLUSIONS Concurrent prescribing of opioids and benzodiazepine receptor modulators is common in Alberta despite the ongoing guidance of many clinical resources. Older patients, those taking higher doses of opioids, and for longer durations may be at particular risk of adverse outcomes and may be worthy of closer follow-up for assessment for dose tapering or discontinuations. As well, those with higher healthcare utilisation (seeking multiple providers) should also be closely monitored. Continued surveillance of concurrent use of these medications is warranted to ensure that safe drug use recommendations are being followed by health providers.
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Affiliation(s)
- Vishal Sharma
- School of Public Health, University of Alberta, Edmonton, Alberta, Canada
| | - Daniala Weir
- McGill Clinical and Health Informatics, Montreal, Quebec, Canada
| | | | - Scot H Simpson
- Pharmacy and Pharmaceutical Sciences, University of Alberta, Edmonton, Alberta, Canada
| | - Fizza Gilani
- The College of Physicians & Surgeons of Alberta, Edmonton, Alberta, Canada
| | - Ed Jess
- The College of Physicians & Surgeons of Alberta, Edmonton, Alberta, Canada
| | - Dean T Eurich
- School of Public Health, University of Alberta, Edmonton, Alberta, Canada
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24
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Canizares M, Power JD, Rampersaud YR, Badley EM. Patterns of opioid use (codeine, morphine or meperidine) in the Canadian population over time: analysis of the Longitudinal National Population Health Survey 1994-2011. BMJ Open 2019; 9:e029613. [PMID: 31345978 PMCID: PMC6661673 DOI: 10.1136/bmjopen-2019-029613] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023] Open
Abstract
OBJECTIVE This study aimed to investigate cohort effects in selected opioids use and determine whether cohort differences were associated with changes in risk factors for use over time. DESIGN This study presents secondary analyses of a longitudinal survey panel of the general population that collected data biannually. SETTING Data from the Canadian Longitudinal National Population Health Survey 1994-2011. POPULATION This study included 12 542 participants from the following birth cohorts: post-World War I (born 1915-1924), pre-World War II (born 1925-1934), World War II (born 1935-1944), Older Baby Boom (born 1945-1954), Younger Baby Boom (born 1955-1964), Older Generation X (born 1965-1974) and Younger Generation X (born 1975-1984). MAIN OUTCOME Responses to a single question asking about the use of codeine, morphine or meperidine in the past month (yes/no) were examined. RESULTS Over and above age and period effects, there were significant cohort differences in selected opioids use: each succeeding recent cohort had greater use than their predecessors (eg, Gen Xers had greater use than younger baby boomers). Selected opioids use increased significantly from 1994 to 2002, plateauing between 2002 and 2006 and then declining until 2011. After accounting for cohort and period effects, there was a decline in use of these opioids with increasing age. Although pain was significantly associated with greater selected opioids use (OR=3.63, 95% CI 3.39 to 3.94), pain did not explain cohort differences. Cohort and period effects were no longer significant after adjusting for the number of chronic conditions. Cohort differences in selected opioids use mirrored cohort differences in multimorbidity. Use of these opioids was significantly associated with taking antidepressants or tranquillisers (OR=2.52, 95% CI 2.27 to 2.81 and OR=1.60, 95% CI 1.46 to 1.75, respectively). CONCLUSIONS The findings underscore the need to consider multimorbidity including possible psychological disorders and associated medications when prescribing opioids (codeine, morphine, meperidine), particularly for recent birth cohorts. Continued efforts to monitor prescription patterns and develop specific opioid use guidelines for multimorbidity appear warranted.
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Affiliation(s)
- Mayilee Canizares
- Arthritis Program, Krembil Research Institute, University Health Network, Toronto, Ontario, Canada
| | - J Denise Power
- Arthritis Program, Krembil Research Institute, University Health Network, Toronto, Ontario, Canada
| | - Y Raja Rampersaud
- Arthritis Program, Krembil Research Institute, University Health Network, Toronto, Ontario, Canada
| | - Elizabeth M Badley
- Arthritis Community Research and Evaluation Unit, Krembil Research Institute, University Health Network, Toronto, Ontario, Canada
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