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Anderer S. Smoking May Now Be the Leading Route of Drug Use in US Overdose Deaths. JAMA 2024; 331:1081. [PMID: 38477933 DOI: 10.1001/jama.2024.2072] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/14/2024]
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Lee SH, Kim S, Sohn JT. Lipid emulsion treatment for local anesthetic systemic toxicity in pediatric patients: A systematic review. Medicine (Baltimore) 2024; 103:e37534. [PMID: 38489714 PMCID: PMC10939516 DOI: 10.1097/md.0000000000037534] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/08/2023] [Revised: 02/15/2024] [Accepted: 02/16/2024] [Indexed: 03/17/2024] Open
Abstract
BACKGROUND Local anesthetic systemic toxicity (LAST) is rare, but fatal; the current widely used treatment is lipid emulsion (LE). The goal of this study was to analyze and review case reports on LE treatment for LAST in pediatric patients. METHODS We performed a systematic review using case reports on LE treatment for LAST in pediatric patients, searching PubMed and Scopus databases to March 2023 using the following keywords: ("local anesthetic toxicity" OR "local anesthetic systemic toxicity" OR LAST") AND ("newborn" OR "infant" OR "child" OR "children" OR "adolescent" OR "pediatric") AND ("lipid emulsion" OR "Intralipid"). RESULTS Our search yielded 21 cases, revealing that nearly 43% patients with LAST were less than 1 year old, and most cases were caused by bupivacaine (approximately 67% cases). "Inadvertent intravascular injection" by anesthesiologists and "overdose of local anesthetics" mainly by surgeons were responsible for 52% and 24% cases of LAST, respectively. LAST occurred in the awake state (52%) and under general anesthesia (48%), mainly causing seizures and arrhythmia, respectively. Approximately 55% of patients received LE treatment in <10 minutes after LAST, mainly improving cardiovascular symptoms. A 20% LE (1.5 mL/kg) dose followed by 0.25 mL/kg/minutes dose was frequently used. LE and anticonvulsants were mainly used in the awake state, whereas LE with or without vasopressors was mainly used under general anesthesia. LE treatment led to full recovery from LAST in 20 cases; however, 1 patient died due to underlying disease. CONCLUSION Consequently, our findings reveal that LE is effective in treating pediatric LAST.
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Affiliation(s)
- Soo Hee Lee
- Department of Anesthesiology and Pain Medicine, Gyeongsang National University Changwon Hospital 11, Gyeongsangnam-do, Republic of Korea
- Department of Anesthesiology and Pain Medicine, Gyeongsang National University College of Medicine, Gyeongsangnam-do, Republic of Korea
- Institute of Medical Science, Gyeongsang National University, Jinju-si, Republic of Korea
| | - Sunmin Kim
- Department of Anesthesiology and Pain Medicine, Gyeongsang National University Hospital, Gyeongsangnam-do, Republic of Korea
| | - Ju-Tae Sohn
- Institute of Medical Science, Gyeongsang National University, Jinju-si, Republic of Korea
- Department of Anesthesiology and Pain Medicine, Gyeongsang National University College of Medicine, Gyeongsang National University Hospital, Gyeongsangnam-do, Republic of Korea
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Xu S, Narwaney KJ, Nguyen AP, Binswanger IA, McClure DL, Glanz JM. An individual segmented trajectory approach for identifying opioid use patterns using longitudinal dispensing data. Pharmacoepidemiol Drug Saf 2024; 33:e5708. [PMID: 37814576 PMCID: PMC10841826 DOI: 10.1002/pds.5708] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2023] [Revised: 09/19/2023] [Accepted: 09/20/2023] [Indexed: 10/11/2023]
Abstract
PURPOSE The aim of this study is to use electronic opioid dispensing data to develop an individual segmented trajectory approach for identifying opioid use patterns. The resulting opioid use patterns can be used for examining the association between opioid use and drug overdose. METHODS We retrospectively assembled a cohort of members on long-term opioid therapy (LTOT) between January 1, 2006 and June 30, 2019 who were 18 years and older and enrolled in one of three health care systems in the US. We have developed an individual segmented trajectory analysis for identifying various opioid use patterns by scanning over the follow-up and finding distinct opioid use patterns based on variability measured with coefficient of variation and trends of milligram morphine equivalents levels. RESULTS Among 31, 865 members who were on LTOT between January 1, 2006 and June 30, 2019, 58.3% were female, and the average age was 55.4 years (STD = 15.4). The study population had 152 557 person-years of follow-up, with an average follow-up of 4.4 years per enrollment per person (STD = 3.4). This novel approach identified up to 13 distinct patterns including 88 756 episodes of "stable" pattern (42.1%) with an average follow-up of 11.2 months, 29 140 episodes of "increasing" pattern (13.8%) with an average follow-up of 6.0 months, 13 201 episodes of ≤10% dose reduction (6.3%) with an average follow-up of 10.4 months, 7286 episodes of 11%-20% dose reduction (3.5%) with an average follow-up of 5.3 months, 4457 episodes of 21%-30% dose reduction (2.1%) with an average follow-up of 4.0 months, and 9903 episodes of >30% dose reduction (4.7%) with an average follow-up of 2.6 months. CONCLUSIONS A novel approach was developed to identify 13 distinct opioid use patterns using each individual's longitudinal dispensing data and these patterns can be used in examining overdose risk during the time that these patterns are ongoing.
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Affiliation(s)
- Stanley Xu
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, California, USA
- Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, California, USA
| | - Komal J Narwaney
- Institute for Health Research, Kaiser Permanente Colorado, Aurora, Colorado, USA
| | - Anh P Nguyen
- Institute for Health Research, Kaiser Permanente Colorado, Aurora, Colorado, USA
| | - Ingrid A Binswanger
- Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, California, USA
- Institute for Health Research, Kaiser Permanente Colorado, Aurora, Colorado, USA
- Division of General Internal Medicine, Department of Medicine, University of Colorado School of Medicine, Aurora, Colorado, USA
- Chemical Dependency Treatment Services, Colorado Permanente Medical Group, Aurora, Colorado, USA
| | - David L McClure
- Center for Clinical Epidemiology and Population Health, Marshfield Clinic Research Institute, Marshfield, Wisconsin, USA
| | - Jason M Glanz
- Institute for Health Research, Kaiser Permanente Colorado, Aurora, Colorado, USA
- Department of Epidemiology, Colorado School of Public Health, Aurora, Colorado, USA
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Hays HL, Spiller HA, DeRienz RT, Rine NI, Guo HT, Seidenfeld M, Michaels NL, Smith GA. Evaluation of the relationship of xylazine and fentanyl blood concentrations among fentanyl-associated fatalities. Clin Toxicol (Phila) 2024; 62:26-31. [PMID: 38353935 DOI: 10.1080/15563650.2024.2309326] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2023] [Accepted: 01/18/2024] [Indexed: 03/01/2024]
Abstract
INTRODUCTION Illicit fentanyl and fentanyl-analogs have produced a devastating increase in opioid fatalities in the United States. Increasingly, xylazine has been found in the illicit fentanyl supply. The role of xylazine in fentanyl intoxication remains unclear. We reviewed coroner records to evaluate trends and effects associated with xylazine in fentanyl-related fatalities. METHODS This is a retrospective cohort study of all deaths reported to the Franklin County Coroner's Office in Ohio from 1 January 2019 to 16 March 2023, in which fentanyl was determined causative or contributory to death. Cases identified as fentanyl-associated fatalities were separated into two groups based on whether or not xylazine was also detected. RESULTS There were 3,052 fentanyl-related fatalities during the study period. 4.8 percent of these decedents also tested positive for xylazine. There was no meaningful demographic difference between fentanyl-related fatalities in which xylazine was detected versus those without xylazine detected. There was a mean of 726 fentanyl-associated fatalities per year, with a peak of 846 deaths in 2020 and a decline thereafter. The percentage of fentanyl-related fatalities with xylazine detected increased in linear fashion from 2.7 percent in 2019 to 6.6 percent in 2022. The median fentanyl concentration was 17.0 µg/L (inter-quartile range: 7.9, 27.0) in cases with xylazine detected and 10.0 µg/L (inter-quartile range: 5.6, 18.0) without xylazine. The odds of a fentanyl concentration greater than 40 µg/L in cases with xylazine detected was more than twice as great (odds ratio: 2.41; 95 percent confidence interval: 1.58-3.64) than that in cases without xylazine detected. CONCLUSIONS Postmortem fentanyl concentrations were greater in cases with xylazine detected than those without xylazine detected. Though it is unclear why patients who were exposed to xylazine tolerated higher opioid doses prior to succumbing to death, we postulate that xylazine may act to competitively antagonize some degree of mu-opioid receptor binding by opioids.
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Affiliation(s)
- Hannah L Hays
- Central Ohio Poison Center, Nationwide Children's Hospital, Columbus, OH, USA
| | - Henry A Spiller
- Central Ohio Poison Center, Nationwide Children's Hospital, Columbus, OH, USA
| | - Rebecca T DeRienz
- Franklin County Coroner's Office, Franklin County Forensic Science Center, Columbus, OH, USA
| | - Natalie I Rine
- Central Ohio Poison Center, Nationwide Children's Hospital, Columbus, OH, USA
| | - Han-Tian Guo
- Franklin County Coroner's Office, Franklin County Forensic Science Center, Columbus, OH, USA
| | - Meagan Seidenfeld
- Department of Chemistry, University of South Florida, Tampa, FL, USA
| | - Nichole L Michaels
- Center for Injury Research and Policy, The Abigail Wexner Research Institute at Nationwide Children's Hospital, Columbus, OH, USA
| | - Gary A Smith
- Center for Injury Research and Policy, The Abigail Wexner Research Institute at Nationwide Children's Hospital, Columbus, OH, USA
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Gabrhelík R, Hesse M, Nechanská B, Handal M, Mravčík V, Tjagvad C, Thylstrup B, Seid AK, Bukten A, Clausen T, Skurtveit S. Large variations in all-cause and overdose mortality among >13,000 patients in and out of opioid maintenance treatment in different settings: a comparative registry linkage study. Front Public Health 2023; 11:1179763. [PMID: 37809010 PMCID: PMC10558053 DOI: 10.3389/fpubh.2023.1179763] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2023] [Accepted: 09/05/2023] [Indexed: 10/10/2023] Open
Abstract
Background Opioid maintenance treatment (OMT) has the potential to reduce mortality rates substantially. We aimed to compare all-cause and overdose mortality among OMT patients while in or out of OMT in two different countries with different approaches to OMT. Methods Two nation-wide, registry-based cohorts were linked by using similar analytical strategies. These included 3,637 male and 1,580 female patients enrolled in OMT in Czechia (years 2000-2019), and 6,387 male and 2,078 female patients enrolled in OMT in Denmark (years 2007-2018). The direct standardization method using the European (EU-27 plus EFTA 2011-2030) Standard was employed to calculate age-standardized rate to weight for age. All-cause and overdose crude mortality rates (CMR) as number of deaths per 1,000 person years (PY) in and out of OMT were calculated for all patients. CMRs were stratified by sex and OMT medication modality (methadone, buprenorphine, and buprenorphine with naloxone). Results Age-standardized rate for OMT patients in Czechia and Denmark was 9.7/1,000 PY and 29.8/1,000 PY, respectively. In Czechia, the all-cause CMR was 4.3/1,000 PY in treatment and 10.8/1,000 PY out of treatment. The overdose CMR was 0.5/1,000 PY in treatment and 1.2/1,000 PY out of treatment. In Denmark, the all-cause CMR was 26.6/1,000 PY in treatment and 28.2/1,000 PY out of treatment and the overdose CMR was 7.3/1,000 PY in treatment and 7.0/1,000 PY out of treatment. Conclusion Country-specific differences in mortality while in and out of OMT in Czechia and Denmark may be partly explained by different patient characteristics and treatment systems in the two countries. The findings contribute to the public health debate about OMT management and may be of interest to practitioners, policy and decision makers when balancing the safety and accessibility of OMT.
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Affiliation(s)
- Roman Gabrhelík
- First Faculty of Medicine, Department of Addictology, Charles University, Prague, Czechia
- Department of Addictology, General University Hospital in Prague, Prague, Czechia
| | - Morten Hesse
- Centre for Alcohol and Drug Research, Aarhus University, Aarhus, Denmark
| | - Blanka Nechanská
- First Faculty of Medicine, Department of Addictology, Charles University, Prague, Czechia
- Department of Addictology, General University Hospital in Prague, Prague, Czechia
| | - Marte Handal
- Norwegian Institute of Public Health, Oslo, Norway
- Norwegian Centre for Addiction Research, University of Oslo, Oslo, Norway
| | - Viktor Mravčík
- First Faculty of Medicine, Department of Addictology, Charles University, Prague, Czechia
- Department of Addictology, General University Hospital in Prague, Prague, Czechia
| | - Christian Tjagvad
- Norwegian Centre for Addiction Research, University of Oslo, Oslo, Norway
| | - Birgitte Thylstrup
- Centre for Alcohol and Drug Research, Aarhus University, Aarhus, Denmark
| | - Abdu Kedir Seid
- Centre for Alcohol and Drug Research, Aarhus University, Aarhus, Denmark
| | - Anne Bukten
- Norwegian Centre for Addiction Research, University of Oslo, Oslo, Norway
| | - Thomas Clausen
- Norwegian Centre for Addiction Research, University of Oslo, Oslo, Norway
| | - Svetlana Skurtveit
- Norwegian Institute of Public Health, Oslo, Norway
- Norwegian Centre for Addiction Research, University of Oslo, Oslo, Norway
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Gupta R, Wright NF, Holtgrave DR. A 2023 Agenda for Substance Use Prevention and Treatment in the US. JAMA 2023; 329:707-708. [PMID: 36745417 DOI: 10.1001/jama.2023.1090] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
In this Viewpoint, officials from the White House Office of National Drug Control Policy describe 3 actions that health care personnel can take to expand prevention and treatment of substance misuse and overdose.
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Affiliation(s)
- Rahul Gupta
- White House Office of National Drug Control Policy, Washington, DC
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Johnson C, Catlin M, Sinow L, Gupta R, Holtgrave DR. States' Methods for Capturing and Reporting Local Responses to Suspected Nonfatal Drug Overdoses. JAMA 2023; 329:761-763. [PMID: 36795390 PMCID: PMC9936379 DOI: 10.1001/jama.2023.0169] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/14/2022] [Accepted: 01/05/2023] [Indexed: 02/17/2023]
Abstract
This study examines the available data used to surveil state-level drug overdoses and characterizes them based on their timeliness, drug involvement, and specification of nonfatal outcomes.
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Affiliation(s)
| | - Megan Catlin
- White House Office of National Drug Control Policy, Washington, DC
| | - Lisa Sinow
- White House Office of National Drug Control Policy, Washington, DC
| | - Rahul Gupta
- White House Office of National Drug Control Policy, Washington, DC
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Kennedy MC, Crabtree A, Nolan S, Mok WY, Cui Z, Chong M, Slaunwhite A, Ti L. Discontinuation and tapering of prescribed opioids and risk of overdose among people on long-term opioid therapy for pain with and without opioid use disorder in British Columbia, Canada: A retrospective cohort study. PLoS Med 2022; 19:e1004123. [PMID: 36454732 PMCID: PMC9714711 DOI: 10.1371/journal.pmed.1004123] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/12/2022] [Accepted: 10/14/2022] [Indexed: 12/03/2022] Open
Abstract
BACKGROUND The overdose crisis in North America has prompted system-level efforts to restrict opioid prescribing for chronic pain. However, little is known about how discontinuing or tapering prescribed opioids for chronic pain shapes overdose risk, including possible differential effects among people with and without concurrent opioid use disorder (OUD). We examined associations between discontinuation and tapering of prescribed opioids and risk of overdose among people on long-term opioid therapy for pain, stratified by diagnosed OUD and prescribed opioid agonist therapy (OAT) status. METHODS AND FINDINGS For this retrospective cohort study, we used a 20% random sample of residents in the provincial health insurance client roster in British Columbia (BC), Canada, contained in the BC Provincial Overdose Cohort. The study sample included persons aged 14 to 74 years on long-term opioid therapy for pain (≥90 days with ≥90% of days on therapy) between October 2014 and June 2018 (n = 14,037). At baseline, 7,256 (51.7%) persons were female, the median age was 55 years (quartile 1-3: 47-63), 227 (1.6%) persons had been diagnosed with OUD (in the past 3 years) and recently (i.e., in the past 90 days) been prescribed OAT, and 483 (3.4%) had been diagnosed with OUD but not recently prescribed OAT. The median follow-up duration per person was 3.7 years (quartile 1-3: 2.6-4.0). Marginal structural Cox regression with inverse probability of treatment weighting (IPTW) was used to estimate the effect of prescribed opioid treatment for pain status (discontinuation versus tapered therapy versus continued therapy [reference]) on risk of overdose (fatal or nonfatal), stratified by the following groups: people without diagnosed OUD, people with diagnosed OUD receiving OAT, and people with diagnosed OUD not receiving OAT. In marginal structural models with IPTW adjusted for a range of demographic, prescription, comorbidity, and social-structural exposures, discontinuing opioids (i.e., ≥7-day gap[s] in therapy) was associated with increased overdose risk among people without OUD (adjusted hazard ratio [AHR] = 1.44; 95% confidence interval [CI] 1.12, 1.83; p = 0.004), people with OUD not receiving OAT (AHR = 3.18; 95% CI 1.87, 5.40; p < 0.001), and people with OUD receiving OAT (AHR = 2.52; 95% CI 1.68, 3.78; p < 0.001). Opioid tapering (i.e., ≥2 sequential decreases of ≥5% in average daily morphine milligram equivalents) was associated with decreased overdose risk among people with OUD not receiving OAT (AHR = 0.31; 95% CI 0.14, 0.67; p = 0.003). The main study limitations are that the outcome measure did not capture overdose events that did not result in a healthcare encounter or death, medication dispensation may not reflect medication adherence, residual confounding may have influenced findings, and findings may not be generalizable to persons on opioid therapy in other settings. CONCLUSIONS Discontinuing prescribed opioids was associated with increased overdose risk, particularly among people with OUD. Prescribed opioid tapering was associated with reduced overdose risk among people with OUD not receiving OAT. These findings highlight the need to avoid abrupt discontinuation of opioids for pain. Enhanced guidance is needed to support prescribers in implementing opioid therapy tapering strategies with consideration of OUD and OAT status.
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Affiliation(s)
- Mary Clare Kennedy
- British Columbia Centre on Substance Use, Vancouver, British Columbia, Canada
- School of Social Work, University of British Columbia–Okanagan, Kelowna, British Columbia, Canada
- * E-mail:
| | - Alexis Crabtree
- School of Population and Public Health, University of British Columbia, Vancouver, British Columbia, Canada
| | - Seonaid Nolan
- British Columbia Centre on Substance Use, Vancouver, British Columbia, Canada
- Department of Medicine, University of British Columbia, St. Paul’s Hospital, Vancouver, British Columbia, Canada
| | - Wing Yin Mok
- British Columbia Centre on Substance Use, Vancouver, British Columbia, Canada
| | - Zishan Cui
- British Columbia Centre on Substance Use, Vancouver, British Columbia, Canada
- School of Population and Public Health, University of British Columbia, Vancouver, British Columbia, Canada
| | - Mei Chong
- British Columbia Centre for Disease Control, Vancouver, British Columbia, Canada
| | - Amanda Slaunwhite
- School of Population and Public Health, University of British Columbia, Vancouver, British Columbia, Canada
- British Columbia Centre for Disease Control, Vancouver, British Columbia, Canada
| | - Lianping Ti
- British Columbia Centre on Substance Use, Vancouver, British Columbia, Canada
- Department of Medicine, University of British Columbia, St. Paul’s Hospital, Vancouver, British Columbia, Canada
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Bushnell GA, Gerhard T, Keyes K, Hasin D, Cerdá M, Olfson M. Association of Benzodiazepine Treatment for Sleep Disorders With Drug Overdose Risk Among Young People. JAMA Netw Open 2022; 5:e2243215. [PMID: 36413369 PMCID: PMC9682430 DOI: 10.1001/jamanetworkopen.2022.43215] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
IMPORTANCE Benzodiazepines are prescribed for the treatment of adolescent sleep disorders; however, benzodiazepine overdoses occur, often in combination with opioids. OBJECTIVE To evaluate whether benzodiazepine treatment for sleep disorders, compared with alternative pharmacologic treatments (trazodone, hydroxyzine, zolpidem, zaleplon, and eszopiclone), is associated with increased risk of drug overdose for young people. DESIGN, SETTING, AND PARTICIPANTS This cohort study included privately insured people 10 to 29 years of age identified from a US commercial claims database (MarketScan), from January 1, 2009, to December 31, 2018. Young people with a sleep disorder diagnosis initiating benzodiazepine (n = 23 084) or comparator pharmacologic treatments (n = 66 706) were included in the study. Statistical analysis was performed from November 1, 2021, to May 16, 2022. EXPOSURES New use of benzodiazepine treatment or comparator pharmacologic treatments (defined as ≥1 year without a prescription for benzodiazepine or comparator medications). MAIN OUTCOMES AND MEASURES Incident diagnosed drug overdoses were identified from inpatient and emergency department records within 6 months of treatment initiation. The propensity score-adjusted cumulative incidence of overdose and hazard ratios (HRs) were estimated with intention-to-treat (analyzed based on initial treatment) and as-treated analyses (added censoring at treatment discontinuation). Results were stratified by prior prescription opioid fill. RESULTS The cohort included 23 084 young people initiating benzodiazepine treatment (14 444 female participants [62.6%]; mean [SD] age, 23 [4.1] years) and 66 706 initiating a comparator treatment (38 446 female participants [57.6%]; mean [SD] age, 22 [4.4] years). Six months after treatment initiation, 9.7% (95% CI, 9.3%-10.1%) of benzodiazepine users and 12.3% (95% CI, 12.1%-12.6%) of the comparator group were still receiving treatment. The crude incidence of drug overdose at 6 months was 0.9% for benzodiazepine initiators and 0.8% for comparator treatment initiators. In adjusted analyses, an increased risk of drug overdose was associated with benzodiazepines vs comparator treatments (intention-to-treat analysis: HR, 1.25 [95% CI, 1.03-1.51]; as-treated analysis: HR, 1.44 [95% CI, 1.14-1.80]). This association was stronger among young people with a recent prescription opioid fill vs those without a recent prescription opioid fill (as-treated analysis: adjusted HR, 2.01 [95% CI, 1.24-3.25] vs adjusted HR, 1.31 [95% CI, 1.00-1.70]). CONCLUSIONS AND RELEVANCE The findings of this study suggest that benzodiazepines, compared with alternative pharmacologic treatments for common sleep disorders, were associated with an increased risk of drug overdose among young people during the following 6-month period, especially among those with a recent opioid prescription. Drug overdose is an important safety consideration when treating young people with benzodiazepines.
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Affiliation(s)
- Greta A. Bushnell
- Center for Pharmacoepidemiology and Treatment Sciences, Rutgers Institute for Health, Health Care Policy and Aging Research, New Brunswick, New Jersey
- Department of Biostatistics and Epidemiology, Rutgers University School of Public Health, Piscataway, New Jersey
| | - Tobias Gerhard
- Center for Pharmacoepidemiology and Treatment Sciences, Rutgers Institute for Health, Health Care Policy and Aging Research, New Brunswick, New Jersey
- Department of Pharmacy Practice and Administration, Ernest Mario School of Pharmacy, Rutgers University, Piscataway, New Jersey
| | - Katherine Keyes
- Department of Epidemiology, Columbia University Mailman School of Public Health, New York, New York
| | - Deborah Hasin
- Department of Epidemiology, Columbia University Mailman School of Public Health, New York, New York
- Department of Psychiatry, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, New York
| | - Magdalena Cerdá
- Center for Opioid Epidemiology and Policy, Department of Population Health, New York University School of Medicine, New York, New York
| | - Mark Olfson
- Department of Epidemiology, Columbia University Mailman School of Public Health, New York, New York
- Department of Psychiatry, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, New York
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Zheng A, Bharmal A, Rajabali F, Turcotte K, Thomas L, Garis L, Pike I. Risk of non-medical drug overdose following prescription of opioids post-injury: A retrospective cohort study. Health Rep 2022; 33:3-12. [PMID: 35862068 DOI: 10.25318/82-003-x202200700001-eng] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
BACKGROUND There has been increasing scrutiny of opioid prescribing following injury because of concerns that prescribed opioids may contribute to addiction and overdose. This study aimed to better understand the relationship between injury, opioids prescribed before and after injury, and non-medical drug poisoning. DATA AND METHODS Working age (15 to 65 years old) residents of British Columbia's Fraser Health region with an injury that involved an emergency department visit were included. Factors examined included the prescription of opioid and opioid agonist therapy (OAT) medications before and after injury, age, sex, work-related injuries, and socioeconomic status, as well as how they were associated with non-medical drug poisoning risk and post-injury prescriptions. RESULTS Opioid-naive individuals (those without an opioid prescription captured before their injury) who were prescribed OAT medication-a marker of opioid use disorder-following their injury had a higher risk of subsequent non-medical drug poisoning (Hazard ratio (HR): 21.4 to 22.4 compared with opioid-naive individuals without an opioid or OAT prescription). Post-injury opioid prescription in these individuals increased poisoning risk (HR: 1.27 compared with those without a prescription). Being of male sex (HR: 1.80), being younger (HR: 0.76 for every 10-year increase in age) and living in the lowest-income neighbourhoods (HR: 1.44 compared with the middle quintile) increased poisoning risk. Compared with injuries sustained outside of work, work-related injuries reduced risk (HR: 0.62). INTERPRETATION Among a cohort of British Columbians visiting emergency departments following an injury, opioid prescribing in patients who were opioid-naive appears to be a minor contributor to non-medical drug poisoning, particularly when compared with other patient factors, such as being male, being younger and having a low socioeconomic status.
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Affiliation(s)
- Alex Zheng
- BC Injury Research and Prevention Unit, BC Children's Hospital, Vancouver, British Columbia
- Department of Pediatrics at the University of British Columbia, Vancouver, British Columbia
| | - Aamir Bharmal
- Office of the Medical Health Officer, Fraser Health Authority, Surrey, British Columbia
- chool of Population and Public Health, The University of British Columbia, Vancouver, British Columbia
| | - Fahra Rajabali
- BC Injury Research and Prevention Unit, BC Children's Hospital, Vancouver, British Columbia
- Department of Pediatrics at the University of British Columbia, Vancouver, British Columbia
| | - Kate Turcotte
- BC Injury Research and Prevention Unit, BC Children's Hospital, Vancouver, British Columbia
- Department of Pediatrics at the University of British Columbia, Vancouver, British Columbia
| | | | - Len Garis
- BC Injury Research and Prevention Unit, BC Children's Hospital, Vancouver, British Columbia
- School of Culture, Media and Society, University of the Fraser Valley, Abbotsford, British Columbia
| | - Ian Pike
- BC Injury Research and Prevention Unit, BC Children's Hospital, Vancouver, British Columbia
- Department of Pediatrics at the University of British Columbia, Vancouver, British Columbia
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Abstract
IMPORTANCE Patients prescribed long-term opioid therapy are increasingly undergoing dose tapering. Recent studies suggest that tapering is associated with short-term risks of substance misuse, overdose, and mental health crisis, although lower opioid dose could reduce risks of adverse events over the longer term. OBJECTIVE To assess the longer-term risks of overdose or mental health crisis associated with opioid dose tapering. DESIGN, SETTING, AND PARTICIPANTS This is a cohort study using an exposure-crossover analysis. Data were obtained from the OptumLabs Data Warehouse, which includes deidentified medical and pharmacy claims and enrollment records for commercial insurance and Medicare Advantage enrollees, representing a diverse mixture of ages, races, ethnicities, and geographical regions across the US. Participants were US adults who underwent opioid dose tapering from 2008 to 2017 after a 12-month baseline period of stable daily dosing of 50 morphine milligram equivalents or higher and who had at least 1 month of long-term follow-up during a postinduction period beginning 12 months after taper initiation. Data analysis was performed from October 2021 to April 2022. EXPOSURES Opioid tapering, defined as 15% or more relative reduction in mean daily dose during any of 6 overlapping 60-day windows within a 7-month follow-up period after the stable baseline period. MAIN OUTCOMES AND MEASURES Emergency or hospital encounters for drug overdose or withdrawal and mental health crisis (depression, anxiety, or suicide attempt). Outcome counts were assessed in pretaper and postinduction periods (from 12 to 24 months after taper initiation). RESULTS The study included 21 515 tapering events among 19 377 patients with a mean (SD) of 9.1 (2.7) months of postinduction follow-up per event (median [IQR], 10 [8-11] months). Patients had a mean (SD) age of 56.9 (11.2) years, 11 581 (53.8%) were female, and 8217 (38.2%) had commercial insurance (vs Medicare Advantage). In conditional negative binomial regression analyses, adjusted incidence rate ratios for the postinduction period compared with the pretaper period were 1.57 (95% CI, 1.42-1.74) for overdose or withdrawal and 1.52 (95% CI, 1.35-1.71) for mental health crisis. CONCLUSIONS AND RELEVANCE These findings suggest that opioid tapering was associated with increased rates of overdose, withdrawal, and mental health crisis extending up to 2 years after taper initiation.
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Affiliation(s)
- Joshua J. Fenton
- Department of Family and Community Medicine, University of California, Davis, Sacramento
- Center for Healthcare Policy and Research, University of California, Davis, Sacramento
| | - Elizabeth Magnan
- Department of Family and Community Medicine, University of California, Davis, Sacramento
- Center for Healthcare Policy and Research, University of California, Davis, Sacramento
| | | | - Guibo Xing
- Center for Healthcare Policy and Research, University of California, Davis, Sacramento
| | - Alicia L. Agnoli
- Department of Family and Community Medicine, University of California, Davis, Sacramento
- Center for Healthcare Policy and Research, University of California, Davis, Sacramento
| | - Daniel J. Tancredi
- Center for Healthcare Policy and Research, University of California, Davis, Sacramento
- Department of Pediatrics, University of California, Davis, Sacramento
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12
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DiPrete BL, Ranapurwala SI, Maierhofer CN, Fulcher N, Chelminski PR, Ringwalt CL, Ives TJ, Dasgupta N, Go VF, Pence BW. Association of Opioid Dose Reduction With Opioid Overdose and Opioid Use Disorder Among Patients Receiving High-Dose, Long-term Opioid Therapy in North Carolina. JAMA Netw Open 2022; 5:e229191. [PMID: 35476064 PMCID: PMC9047650 DOI: 10.1001/jamanetworkopen.2022.9191] [Citation(s) in RCA: 21] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
IMPORTANCE Rapid reduction or discontinuation of long-term opioid therapy may increase risk of opioid overdose or opioid use disorder (OUD). Current guidelines for chronic pain management caution against rapid dose reduction but are based on limited evidence. OBJECTIVE To characterize the association between rapid reduction or abrupt discontinuation of opioid therapy (vs maintained or gradual reduction) and incidence of opioid overdose and OUD among patients prescribed high-dose, long-term opioid therapy (HDLTOT). DESIGN, SETTING, AND PARTICIPANTS This retrospective cohort study was conducted among patients aged 18 to 64 years who were prescribed HDLTOT (≥90 daily morphine milligram equivalents for ≥90% of 90 days) from January 2006 to September 2018, with follow-up up to 4 years after cohort entry. Claims data were drawn from a large private health insurer in North Carolina and analyzed from March 1, 2006, to September 30, 2018. EXPOSURES Time-varying exposure of rapid dose reduction or discontinuation (>10% dose reduction/week) vs maintenance, increase, or gradual reduction or discontinuation. MAIN OUTCOMES AND MEASURES The main outcome was incident opioid overdose (fatal or nonfatal) or diagnosed OUD. Inverse probability-weighted cumulative incidence of outcomes were estimated using the cumulative incidence function and hazard ratios (HRs) using marginal structural Fine-Gray models as a function of rapid dose tapering or discontinuation (vs gradual reduction or discontinuation or maintained or increased), accounting for competing risks. RESULTS A total of 19 443 patients (median [IQR] age, 49 [41-55] years; 10 073 [51.8%] men) who received HDLTOT were identified. Rapid reduction or discontinuation was associated with higher risk of fatal and nonfatal overdoses compared with gradual reduction after the first year (year 1: HR, 1.43; 95% CI, 0.94-2.18; years 2-4: HR, 1.95; 95% CI, 1.31-2.90). There was no association between rapid reduction or discontinuation and diagnosed OUD through 2 years of follow-up; however, the hazard of incident OUD among patients exposed to rapid tapering or discontinuation was greater 25 to 48 months after the start of follow-up (HR, 1.28; 95% CI, 1.01-1.63). CONCLUSIONS AND RELEVANCE In this cohort study, rapid dose reduction or discontinuation was associated with increased risk of opioid overdose and OUD during long-term follow-up. These findings reinforce prior concerns about safety of rapid dose reductions for patients receiving HDLTOT and highlight the need for caution when reducing opioid doses.
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Affiliation(s)
- Bethany L. DiPrete
- Gillings School of Global Public Health, Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill
- Injury Prevention Research Center, University of North Carolina at Chapel Hill, Chapel Hill
| | - Shabbar I. Ranapurwala
- Gillings School of Global Public Health, Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill
- Injury Prevention Research Center, University of North Carolina at Chapel Hill, Chapel Hill
| | - Courtney N. Maierhofer
- Gillings School of Global Public Health, Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill
| | - Naoko Fulcher
- Injury Prevention Research Center, University of North Carolina at Chapel Hill, Chapel Hill
| | - Paul R. Chelminski
- School of Medicine, Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill
| | - Christopher L. Ringwalt
- Injury Prevention Research Center, University of North Carolina at Chapel Hill, Chapel Hill
- Gillings School of Global Public Health, Department of Health Behavior, University of North Carolina at Chapel Hill, Chapel Hill
| | - Timothy J. Ives
- School of Medicine, Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill
- Eshelman School of Pharmacy, Division of Practice Advancement and Clinical Education, University of North Carolina at Chapel Hill, Chapel Hill
| | - Nabarun Dasgupta
- Injury Prevention Research Center, University of North Carolina at Chapel Hill, Chapel Hill
| | - Vivian F. Go
- Gillings School of Global Public Health, Department of Health Behavior, University of North Carolina at Chapel Hill, Chapel Hill
| | - Brian W. Pence
- Gillings School of Global Public Health, Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill
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Abstract
IMPORTANCE The receipt of overlapping opioid and benzodiazepine prescriptions is associated with increased overdose risk. It is unknown whether this increase in risk varies when overlapping prescriptions are written by multiple prescribers vs 1 prescriber. OBJECTIVE To evaluate the association between receipt of overlapping opioid and benzodiazepine prescriptions from multiple prescribers and overdose risk. DESIGN, SETTING, AND PARTICIPANTS This cohort study was conducted using 2017 to 2018 claims from the Optum deidentified Clinformatics Data Mart. Participants were patients with private insurance or Medicare Advantage aged 12 years or older with overlapping opioid and benzodiazepine prescriptions. Data were analyzed from March through November 2020. EXPOSURES For each patient, person-days on which opioid and benzodiazepine prescriptions overlapped were identified. The exposure was whether these prescriptions were written by multiple prescribers vs 1 prescriber. MAIN OUTCOMES AND MEASURES The outcome was a treated overdose, defined as the occurrence of 1 or more claims containing a diagnosis code for opioid or benzodiazepine poisoning on a person-day of opioid-benzodiazepine overlap. The association between exposure and outcome at the person-day level was estimated using logistic regression, controlling for opioid and benzodiazepine prescribing patterns, demographics, and comorbidities. The average marginal effect (AME) of the exposure, defined as the absolute difference in the probability of a treated overdose if all person-days of overlap involved prescriptions from multiple prescribers vs 1 prescriber, was calculated. RESULTS Among 529 053 patients, the mean (SD) age was 61.2 (15.6) years and 350 857 (66.3%) were female patients. Mean (SD) follow-up was 198.7 (249.8) days. During follow-up, overdose occurred on 1 or more person-days of opioid-benzodiazepine overlap for 2288 patients (0.4%, or 1 in 231 patients). There were 52 989 316 person-days of opioid-benzodiazepine overlap. Among 19 895 457 person-days (37.5%) involving prescriptions from multiple prescribers, there were 1390 overdoses (7.0 per 100 000 person-days), and among 33 093 859 person-days (62.5%) involving prescriptions from 1 prescriber, there were 1302 overdoses (3.9 per 100 000 person-days). Overdose risk was increased 1.8-fold (95% CI, 1.6-1.9) on person-days of overlap involving prescriptions from multiple prescribers vs 1 prescriber. The association between multiple prescribers and increased risk of overdose persisted in adjusted analyses (adjusted odds ratio, 1.20; 95% CI, 1.10-1.31; AME, 0.91 per 100 000 person-days of overlap; 95% CI, 0.46-1.37). CONCLUSIONS AND RELEVANCE This study found that among patients already at increased risk of overdose owing to concurrent treatment with opioids and benzodiazepines, overdose risk was increased further when multiple prescribers were responsible for this treatment regimen compared with 1 prescriber. This increased risk was not fully accounted for by differences in prescribing patterns, demographics, or comorbidities. This finding suggests that other factors, such as poor care coordination, may be associated with the increase in risk.
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Affiliation(s)
- Kao-Ping Chua
- Department of Pediatrics, Susan B. Meister Child Health Evaluation and Research Center, University of Michigan, Ann Arbor
- Department of Health Management and Policy, University of Michigan School of Public Health, Ann Arbor
| | - Chad M. Brummett
- Division of Pain Medicine, Department of Anesthesiology, University of Michigan Medical School, Ann Arbor
- Michigan Opioid Prescribing Engagement Network, Ann Arbor
| | - Sophia Ng
- Department of Pediatrics, Susan B. Meister Child Health Evaluation and Research Center, University of Michigan, Ann Arbor
| | - Amy S. B. Bohnert
- Division of Pain Medicine, Department of Anesthesiology, University of Michigan Medical School, Ann Arbor
- VA Center for Clinical Management Research, VA Ann Arbor Healthcare System, Ann Arbor, Michigan
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Beauchemin M, Dorritie R, Hershman DL. Opioid use and misuse in children, adolescents, and young adults with cancer: a systematic review of the literature. Support Care Cancer 2021; 29:4521-4527. [PMID: 33462726 PMCID: PMC8238862 DOI: 10.1007/s00520-020-05980-2] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2020] [Accepted: 12/29/2020] [Indexed: 12/22/2022]
Abstract
Adolescents and young adults (AYAs) are at increased risk for negative opioid-related outcomes, including misuse and overdose. High-quality cancer care requires adequate pain management and often includes opioids for tumor- and/or treatment-related pain. Little is known about opioid use and misuse in children and AYAs with cancer, and we therefore conducted a systematic review of the literature using PRISMA guidelines to identify all relevant studies that evaluated opioid use and/or misuse among this population. Eleven studies were identified that met our inclusion criteria. The range of opioid use among the studies was 12-97%, and among the five studies that reported opioid misuse or aberrant behaviors, 7-90% of patients met criteria. Few studies reported factors associated with opioid misuse but included prior mental health and/or substance use disorders, and prior opioid use. In summary, opioid use is highly variable among children and AYAs with cancer; however, the range of use varies widely depending on the study population, such as survivors or end-of-life cancer patients. Few studies have examined opioid misuse and/or aberrant behaviors, and future research is needed to better understand opioid use and misuse among children and AYAs with cancer, specifically those who will be cured of their cancer and may subsequently experience adverse opioid-related outcomes.
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Affiliation(s)
- Melissa Beauchemin
- Mailman School of Public Health, Department of Epidemiology, Columbia University, 722 W. 168th Street Room 719, NY, 10032, New York, USA.
- Herbert Irving Comprehensive Cancer Center, Columbia University, New York, NY, 10032, USA.
| | | | - Dawn L Hershman
- Mailman School of Public Health, Department of Epidemiology, Columbia University, 722 W. 168th Street Room 719, NY, 10032, New York, USA
- Herbert Irving Comprehensive Cancer Center, Columbia University, New York, NY, 10032, USA
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15
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Dear JW, Ng ML, Bateman DN, Leroy Sivappiragasam P, Choi H, Khoo BBJ, Ibrahim B, Drum CL. A metabolomic analysis of thiol response for standard and modified N-acetyl cysteine treatment regimens in patients with acetaminophen overdose. Clin Transl Sci 2021; 14:1476-1489. [PMID: 33742775 PMCID: PMC8301594 DOI: 10.1111/cts.13009] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2020] [Revised: 01/07/2021] [Accepted: 01/11/2021] [Indexed: 12/20/2022] Open
Abstract
N-acetylcysteine (NAC) is an antidote to prevent acetaminophen (paracetamol-APAP)-induced acute liver injury (ALI). The 3-bag licensed 20.25 h standard regimen, and a 12 h modified regimen, are used to treat APAP overdose. This study evaluated the redox thiol response and APAP metabolites, in patients with a single APAP overdose treated with either the 20.25 h standard or 12 h modified regimen. We used liquid chromatography tandem mass spectrometry to quantify clinically important oxidative stress biomarkers and APAP metabolites in plasma samples from 45 patients who participated in a randomized controlled trial (SNAP trial). We investigated the time course response of plasma metabolites at predose, 12 h, and 20.25 h post-start of NAC infusion. The results showed that the 12 h modified regimen resulted in a significant elevation of plasma NAC and cysteine concentrations at 12 h post-infusion. We found no significant alteration in the metabolism of APAP, mitochondrial, amino acids, and other thiol biomarkers with the two regimens. We examined APAP and purine metabolism in overdose patients who developed ALI. We showed the major APAP-metabolites and xanthine were significantly higher in patients with ALI. These biomarkers correlated well with alanine aminotransferase activity at admission. Receiver operating characteristic analysis showed that at admission, plasma APAP-metabolites and xanthine concentrations were predictive for ALI. In conclusion, a significantly higher redox thiol response with the modified NAC regimen at 12 h postdose suggests this regimen may produce greater antioxidant efficacy. At baseline, plasma APAP and purine metabolites may be useful biomarkers for early prediction of APAP-induced ALI.
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Affiliation(s)
- James W Dear
- Pharmacology, Toxicology, and TherapeuticsCentre for Cardiovascular ScienceUniversity of EdinburghEdinburghUK
| | - Mei Li Ng
- Cardiovascular Research InstituteNational University Health SystemSingapore CitySingapore
- Department of MedicineYong Loo Lin School of MedicineNational University of SingaporeSingapore CitySingapore
- Advanced Medical and Dental InstituteUniversiti Sains MalaysiaKepala BatasMalaysia
| | - D. Nicholas Bateman
- Pharmacology, Toxicology, and TherapeuticsCentre for Cardiovascular ScienceUniversity of EdinburghEdinburghUK
| | | | - Hyungwon Choi
- Cardiovascular Research InstituteNational University Health SystemSingapore CitySingapore
- Department of MedicineYong Loo Lin School of MedicineNational University of SingaporeSingapore CitySingapore
- Institute of Molecular and Cell BiologyAgency for Science, Technology, and ResearchSingapore CitySingapore
| | - Benjamin Bing Jie Khoo
- Cardiovascular Research InstituteNational University Health SystemSingapore CitySingapore
- Department of MedicineYong Loo Lin School of MedicineNational University of SingaporeSingapore CitySingapore
| | - Baharudin Ibrahim
- School of Pharmaceutical SciencesUniversiti Sains MalaysiaKepala BatasMalaysia
| | - Chester Lee Drum
- Cardiovascular Research InstituteNational University Health SystemSingapore CitySingapore
- Department of MedicineYong Loo Lin School of MedicineNational University of SingaporeSingapore CitySingapore
- Department of SurgeryYong Loo Lin School of MedicineNational University of SingaporeSingapore CitySingapore
- Department of BiochemistryYong Loo Lin School of MedicineNational University of SingaporeSingapore CitySingapore
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16
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Xu KY, Borodovsky JT, Presnall N, Mintz CM, Hartz SM, Bierut LJ, Grucza RA. Association Between Benzodiazepine or Z-Drug Prescriptions and Drug-Related Poisonings Among Patients Receiving Buprenorphine Maintenance: A Case-Crossover Analysis. Am J Psychiatry 2021; 178:651-659. [PMID: 33653119 PMCID: PMC8286284 DOI: 10.1176/appi.ajp.2020.20081174] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
OBJECTIVE Persons with opioid use disorder who take benzodiazepines are at high risk for overdose. The objective of this study was to evaluate the association of benzodiazepine and Z-drug use with drug-related poisonings among patients receiving buprenorphine maintenance treatment. METHODS A case-crossover study design was used to analyze prescription claims among persons ages 12-64 with opioid use disorder who had buprenorphine prescriptions and had claims data in the IBM MarketScan databases (2006-2016), encompassing 14,213,075 person-days of observation time for 23,036 individuals who experienced drug-related poisoning. The exposures were buprenorphine prescriptions and benzodiazepine or Z-drug prescriptions, standardized as daily diazepam-equivalent milligram doses and separated by pharmacologic properties (short-acting or long-acting benzodiazepines, Z-drugs). The outcome of interest was nonfatal drug-related poisoning. Conditional logistic regression was used to evaluate variation in benzodiazepine or Z-drug and buprenorphine use between poisoning and nonpoisoning days. RESULTS Buprenorphine treatment days were associated with a nearly 40% reduction in the risk of poisoning events (odds ratio=0.63, 95% CI=0.60, 0.66) compared with nontreatment days, whereas benzodiazepine or Z-drug treatment days were associated with an 88% increase in the risk of such events (95% CI=1.78, 1.98). In stratified analyses by dose, we observed a 78% (95% CI=1.67, 1.88) and 122% (95% CI=2.03, 2.43) increase in poisonings associated with low-dose and high-dose benzodiazepine or Z-drug treatment days, respectively. High-dose, but not low-dose, benzodiazepine or Z-drug treatment was associated with increased poisonings in combination with buprenorphine cotreatment (odds ratio=1.64, 95% CI=1.39, 1.93), but this was lower than the odds risk associated with benzodiazepine or Z-drug treatment in the absence of buprenorphine (low-dose: odds ratio=1.69, 95% CI=1.60, 1.79; high-dose: odds ratio=2.23, 95% CI=2.04, 2.45). CONCLUSIONS Increased risk of nonfatal drug-related poisoning is associated with benzodiazepine or Z-drug treatment in patients with opioid use disorder, but this risk is partially mitigated by buprenorphine treatment. Dose reduction of benzodiazepines or Z-drugs while maintaining buprenorphine treatment may provide the advantage of lowering drug-related poisoning risk.
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Affiliation(s)
- Kevin Y Xu
- Health and Behavior Research Center, Department of Psychiatry, Washington University School of Medicine, St. Louis, MO
| | - Jacob T Borodovsky
- Health and Behavior Research Center, Department of Psychiatry, Washington University School of Medicine, St. Louis, MO
| | - Ned Presnall
- Health and Behavior Research Center, Department of Psychiatry, Washington University School of Medicine, St. Louis, MO
| | - Carrie M Mintz
- Health and Behavior Research Center, Department of Psychiatry, Washington University School of Medicine, St. Louis, MO
| | - Sarah M Hartz
- Health and Behavior Research Center, Department of Psychiatry, Washington University School of Medicine, St. Louis, MO
| | - Laura J Bierut
- Health and Behavior Research Center, Department of Psychiatry, Washington University School of Medicine, St. Louis, MO
- Alvin J Siteman Cancer Center, Barnes Jewish Hospital and Washington University School of Medicine, St. Louis, MO
| | - Richard A Grucza
- Health and Behavior Research Center, Department of Psychiatry, Washington University School of Medicine, St. Louis, MO
- Departments of Family and Community Medicine and Health and Outcomes Research, St. Louis University, St. Louis, MO
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17
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Bouchard J, Shepherd G, Hoffman RS, Gosselin S, Roberts DM, Li Y, Nolin TD, Lavergne V, Ghannoum M. Extracorporeal treatment for poisoning to beta-adrenergic antagonists: systematic review and recommendations from the EXTRIP workgroup. Crit Care 2021; 25:201. [PMID: 34112223 PMCID: PMC8194226 DOI: 10.1186/s13054-021-03585-7] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2021] [Accepted: 04/26/2021] [Indexed: 12/04/2022] Open
Abstract
BACKGROUND β-adrenergic antagonists (BAAs) are used to treat cardiovascular disease such as ischemic heart disease, congestive heart failure, dysrhythmias, and hypertension. Poisoning from BAAs can lead to severe morbidity and mortality. We aimed to determine the utility of extracorporeal treatments (ECTRs) in BAAs poisoning. METHODS We conducted systematic reviews of the literature, screened studies, extracted data, and summarized findings following published EXTRIP methods. RESULTS A total of 76 studies (4 in vitro and 2 animal experiments, 1 pharmacokinetic simulation study, 37 pharmacokinetic studies on patients with end-stage kidney disease, and 32 case reports or case series) met inclusion criteria. Toxicokinetic or pharmacokinetic data were available on 334 patients (including 73 for atenolol, 54 for propranolol, and 17 for sotalol). For intermittent hemodialysis, atenolol, nadolol, practolol, and sotalol were assessed as dialyzable; acebutolol, bisoprolol, and metipranolol were assessed as moderately dialyzable; metoprolol and talinolol were considered slightly dialyzable; and betaxolol, carvedilol, labetalol, mepindolol, propranolol, and timolol were considered not dialyzable. Data were available for clinical analysis on 37 BAA poisoned patients (including 9 patients for atenolol, 9 for propranolol, and 9 for sotalol), and no reliable comparison between the ECTR cohort and historical controls treated with standard care alone could be performed. The EXTRIP workgroup recommends against using ECTR for patients severely poisoned with propranolol (strong recommendation, very low quality evidence). The workgroup offered no recommendation for ECTR in patients severely poisoned with atenolol or sotalol because of apparent balance of risks and benefits, except for impaired kidney function in which ECTR is suggested (weak recommendation, very low quality of evidence). Indications for ECTR in patients with impaired kidney function include refractory bradycardia and hypotension for atenolol or sotalol poisoning, and recurrent torsade de pointes for sotalol. Although other BAAs were considered dialyzable, clinical data were too limited to develop recommendations. CONCLUSIONS BAAs have different properties affecting their removal by ECTR. The EXTRIP workgroup assessed propranolol as non-dialyzable. Atenolol and sotalol were assessed as dialyzable in patients with kidney impairment, and the workgroup suggests ECTR in patients severely poisoned with these drugs when aforementioned indications are present.
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Affiliation(s)
- Josée Bouchard
- Research Center, CIUSSS du Nord-de-L'île-de-Montréal, Hôpital du Sacré-Coeur de Montréal, University of Montreal, Montreal, QC, Canada
| | - Greene Shepherd
- Division of Practice Advancement and Clinical Education, UNC Eshelman School of Pharmacy, Chapel Hill, NC, USA
| | - Robert S Hoffman
- Division of Medical Toxicology, Ronald O. Perelman Department of Emergency Medicine, NYU Grossman School of Medicine, New York, NY, USA
| | - Sophie Gosselin
- Centre Intégré de Santé et de Services Sociaux (CISSS) Montérégie-Centre Emergency Department, Hôpital Charles-Lemoyne, Greenfield Park, QC, Canada
- Department of Emergency Medicine, McGill University, Montreal, QC, Canada
- Centre Antipoison du Québec, Quebec, QC, Canada
| | - Darren M Roberts
- Departments of Renal Medicine and Transplantation and Clinical Pharmacology and Toxicology, St Vincent's Hospital, Sydney, NSW, Australia
- St Vincent's Clinical School, University of New South Wales, Sydney, NSW, Australia
| | - Yi Li
- Emergency Department, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, China
| | - Thomas D Nolin
- Department of Pharmacy and Therapeutics, and Department of Medicine Renal-Electrolyte Division, University of Pittsburgh Schools of Pharmacy and Medicine, Pittsburgh, PA, USA
| | - Valéry Lavergne
- Research Center, CIUSSS du Nord-de-L'île-de-Montréal, Hôpital du Sacré-Coeur de Montréal, University of Montreal, Montreal, QC, Canada
| | - Marc Ghannoum
- Research Center, CIUSSS du Nord-de-L'île-de-Montréal, Hôpital du Sacré-Coeur de Montréal, University of Montreal, Montreal, QC, Canada.
- Verdun Hospital, 4000 Lasalle Boulevard, Verdun, Montreal, QC, H4G 2A3, Canada.
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18
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Bharat C, Hickman M, Barbieri S, Degenhardt L. Big data and predictive modelling for the opioid crisis: existing research and future potential. Lancet Digit Health 2021; 3:e397-e407. [PMID: 34045004 DOI: 10.1016/s2589-7500(21)00058-3] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2020] [Revised: 01/21/2021] [Accepted: 03/24/2021] [Indexed: 12/30/2022]
Abstract
A need exists to accurately estimate overdose risk and improve understanding of how to deliver treatments and interventions in people with opioid use disorder in a way that reduces such risk. We consider opportunities for predictive analytics and routinely collected administrative data to evaluate how overdose could be reduced among people with opioid use disorder. Specifically, we summarise global trends in opioid use and overdoses; describe the use of big data in research into opioid overdose; consider the potential for predictive modelling, including machine learning, for prevention and monitoring of opioid overdoses; and outline the challenges and risks relating to the use of big data and machine learning in reducing harms that are related to opioid use. Future research for improving the coverage and provision of existing interventions, treatments, and resources for opioid use disorder requires collaboration of multiple agencies. Predictive modelling could transport the concept of stratified medicine to public health through novel methods, such as predictive modelling and emulated trials for evaluating diagnoses and prognoses of opioid use disorder, predicting treatment response, and providing targeted treatment recommendations.
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Affiliation(s)
- Chrianna Bharat
- National Drug and Alcohol Research Centre, University of New South Wales, Sydney, NSW, Australia.
| | - Matthew Hickman
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
| | - Sebastiano Barbieri
- Centre for Big Data Research in Health, University of New South Wales, Sydney, NSW, Australia
| | - Louisa Degenhardt
- National Drug and Alcohol Research Centre, University of New South Wales, Sydney, NSW, Australia
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Mian P, Meussen E, Piersma D, Lankheet NAG. Relatively mild symptoms after chronic overdose with a double-dose encorafenib: a case report. Anticancer Drugs 2021; 32:589-591. [PMID: 33587356 DOI: 10.1097/cad.0000000000001052] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Encorafenib (Braftovi) is indicated for the treatment of adult patients with unresectable or metastatic melanoma with a BRAF V600 mutation, in combination with binimetinib (Mektovi). According to the product label of encorafenib, there are no specific treatment recommendations in case of an overdose. We report on a 63-year-old man who ingested a double dose (900 mg) of encorafenib for 16 days. He developed overall minor chronic overdose symptoms such as nausea and vomiting grade 1 and muscle pain. Based on the most occurring adverse events of encorafenib, liver values, kidney function parameters and QTc interval were measured. Kidney function parameters were normal, whereas liver values were slightly increased (grade 1) and QTc slightly prolonged. The plasma concentration 3 h after the last dose was 2110 ng/mL. We describe the course of a case with a chronic overdose during 16 days of the double dose of encorafenib as well as the followed approach, which could be taken into account when observing an encorafenib overdose. Providing information in times of Covid-19 is challenging, but remains necessary for good clinical care.
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Affiliation(s)
| | - Elvera Meussen
- Department of Internal Medicine, Medisch Spectrum Twente, Enschede, the Netherlands
| | - Djura Piersma
- Department of Internal Medicine, Medisch Spectrum Twente, Enschede, the Netherlands
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Lattey K, Quinn S, O'Brien K. Over-the-counter antacids linked to severe hypokalaemia in the context of threatened preterm labour. BMJ Case Rep 2021; 14:e236083. [PMID: 33431440 PMCID: PMC7802640 DOI: 10.1136/bcr-2020-236083] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/16/2020] [Indexed: 01/13/2023] Open
Abstract
A healthy multiparous woman presented at 35 weeks and 4 days' gestation with threatened preterm labour on multiple occasions. An incidental finding of severe hypokalaemia (2.4 mmol/L) was detected on routine blood tests. The cause of this hypokalaemia was not initially obvious. It was eventually linked to overuse of over-the-counter antacids for pregnancy-associated heartburn. The patient was managed with parenteral and then oral electrolyte replacement which corrected a pH of 7.55, bicarbonate of 36.7 mEq/L and a base excess 13.1. In this case report we consider whether hypokalaemia could be linked to uterine irritability and threatened preterm labour, whether antacids were being abused in the context of an eating disorder and the importance of taking a full drug history.
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Affiliation(s)
- Katherine Lattey
- Department of Obstetrics and Gynaecology, Royal United Hospitals Bath NHS Foundation Trust, Bath, UK
| | - Sarah Quinn
- Department of Obstetrics and Gynaecology, Royal United Hospitals Bath NHS Foundation Trust, Bath, UK
| | - Katherine O'Brien
- Department of Obstetrics and Gynaecology, Royal United Hospitals Bath NHS Foundation Trust, Bath, UK
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Abstract
Gamma-hydroxybutyrate (GHB) is a short-chain fatty acid present endogenously in the brain and used therapeutically for the treatment of narcolepsy, as sodium oxybate, and for alcohol abuse/withdrawal. GHB is better known however as a drug of abuse and is commonly referred to as the "date-rape drug"; current use in popular culture includes recreational "chemsex," due to its properties of euphoria, loss of inhibition, amnesia, and drowsiness. Due to the steep concentration-effect curve for GHB, overdoses occur commonly and symptoms include sedation, respiratory depression, coma, and death. GHB binds to both GHB and GABAB receptors in the brain, with pharmacological/toxicological effects mainly due to GABAB agonist effects. The pharmacokinetics of GHB are complex and include nonlinear absorption, metabolism, tissue uptake, and renal elimination processes. GHB is a substrate for monocarboxylate transporters, including both sodium-dependent transporters (SMCT1, 2; SLC5A8; SLC5A12) and proton-dependent transporters (MCT1-4; SLC16A1, 7, 8, and 3), which represent significant determinants of absorption, renal reabsorption, and brain and tissue uptake. This review will provide current information of the pharmacology, therapeutic effects, and pharmacokinetics/pharmacodynamics of GHB, as well as therapeutic strategies for the treatment of overdoses. Graphical abstract.
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Affiliation(s)
- Melanie A Felmlee
- Department of Pharmaceutics and Medicinal Chemistry Thomas J Long School of Pharmacy, University of the Pacific, Stockton, California, USA
| | - Bridget L Morse
- Drug Disposition, Eli Lilly and Company, Lilly Corporate Center, Indianapolis, Indiana, 46285, USA
| | - Marilyn E Morris
- Department of Pharmaceutical Sciences, School of Pharmacy and Pharmaceutical Sciences, University at Buffalo, State University of New York, 304 Pharmacy Building, Buffalo, New York, 14214, USA.
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Morgan JR, Barocas JA, Murphy SM, Epstein RL, Stein MD, Schackman BR, Walley AY, Linas BP. Comparison of Rates of Overdose and Hospitalization After Initiation of Medication for Opioid Use Disorder in the Inpatient vs Outpatient Setting. JAMA Netw Open 2020; 3:e2029676. [PMID: 33320266 PMCID: PMC7739119 DOI: 10.1001/jamanetworkopen.2020.29676] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/06/2023] Open
Abstract
IMPORTANCE Whereas outpatient treatment with medication for opioid use disorder (MOUD) is evidence based, there is a large network of inpatient facilities in the US that are reimbursed by commercial insurers and do not typically offer MOUD. OBJECTIVE To compare the rates of opioid-related overdose and all-cause hospitalization after outpatient MOUD treatment vs inpatient care. DESIGN, SETTING, AND PARTICIPANTS This comparative effectiveness research study used deidentified claims of commercially insured individuals in the US from the MarketScan Commercial Claims and Encounters Database from January 1, 2010, to December 31, 2017, to obtain a sample of 37 090 individuals with opioid use disorder who initiated treatment with inpatient care and/or MOUD. Data were analyzed from October 1, 2019, to May 1, 2020. To address nonrandom treatment assignment, individuals with opioid use disorder who initiated MOUD or who entered inpatient care were matched 1:1 based on propensity scores. EXPOSURES The independent variable of interest was the type of treatment initiated. Individuals could initiate 1 of 5 potential treatments: (1) outpatient MOUD, (2) short-term inpatient care, (3) short-term inpatient care followed by outpatient MOUD within 30 days, (4) long-term inpatient care, or (5) long-term inpatient care followed by outpatient MOUD within 30 days. MAIN OUTCOMES AND MEASURES Opioid-related overdose and all-cause hospitalization at any point within the 12 months after treatment of opioid use disorder. The hazard for each outcome was estimated using a time-to-event Cox proportional hazards regression model. RESULTS The cohort included 37 090 individuals matched 1:1 between inpatient and outpatient treatment (20 723 [56%] were younger than 30 years; 23 250 [63%] were male). After propensity score matching, compared with the inpatient treatments, initiation of outpatient MOUD alone was followed by the lowest 1-year overdose rate (2.2 [95% CI, 2.0-2.5] per 100 person-years vs 3.5 [95% CI, 2.7-4.4] to 7.0 [95% CI, 4.6-10.7] per 100 person-years) and hospitalization rate (39 [95% CI, 38-40] per 100 person-years vs 57 [95% CI, 54-61] to 74 [95% CI, 73-76] per 100 person-years). Outpatient MOUD was also associated with the lowest hazard of these events compared with inpatient care, which had hazard ratios ranging from 1.71 (95% CI, 1.35-2.17) to 2.67 (95% CI, 1.68-4.23) for overdose and 1.33 (95% CI, 1.23-1.44) to 1.90 (95% CI, 1.83-1.97) for hospitalizations. CONCLUSIONS AND RELEVANCE The results of this comparative effectiveness research study suggest that lower rates of subsequent overdose and hospitalization are associated with outpatient MOUD compared with short- or long-term inpatient care. When patients and clinicians have a choice of treatment, outpatient MOUD treatment may be associated with lower overdose and hospitalization on balance. Future research should assess which patients benefit most from inpatient care and how best to leverage existing inpatient treatment infrastructure.
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Affiliation(s)
- Jake R. Morgan
- Department of Health Law, Policy, and Management, Boston University School of Public Health, Boston, Massachusetts
| | - Joshua A. Barocas
- Section of Infectious Diseases, Department of Medicine, Boston Medical Center, Boston, Massachusetts
| | - Sean M. Murphy
- Department of Population Health Sciences, Weill Cornell Medical College, New York, New York
| | - Rachel L. Epstein
- Section of Infectious Diseases, Department of Medicine, Boston Medical Center, Boston, Massachusetts
| | - Michael D. Stein
- Department of Health Law, Policy, and Management, Boston University School of Public Health, Boston, Massachusetts
| | - Bruce R. Schackman
- Department of Population Health Sciences, Weill Cornell Medical College, New York, New York
| | - Alexander Y. Walley
- Section of General Internal Medicine, Department of Medicine, Boston Medical Center and Boston University School of Medicine, Boston, Massachusetts
| | - Benjamin P. Linas
- Section of Infectious Diseases, Department of Medicine, Boston Medical Center, Boston, Massachusetts
- Department of Epidemiology, Boston University School of Public Health, Boston, Massachusetts
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Abstract
IMPORTANCE The use of gabapentinoids in multimodal postoperative analgesia is increasing; however, when coadministered with opioids, these drugs may potentiate central nervous system and respiratory depression. OBJECTIVE To evaluate the association between perioperative coadministration of gabapentinoids and opioids with inpatient opioid-related adverse events in surgical patients. DESIGN, SETTING, AND PARTICIPANTS This cohort study used propensity score trimming, stratification, and weighting of adults admitted for a major surgery between October 2007 and December 2017 who were treated with opioids on the day of surgery and included in the Premier Research database. Data analysis was conducted from February to April 2020. EXPOSURE Gabapentinoids (gabapentin or pregabalin) coadministered with opioids starting the day of surgery vs opioid therapy without gabapentinoids. MAIN OUTCOMES AND MEASURES Primary outcome was opioid overdose. Secondary outcomes included respiratory complications, unspecified adverse effects of opioid use, and a composite of these 3 outcomes. Patients were followed up for as long as 30 days from the day of surgery until deviation from the initial treatment regimen or discharge. RESULTS Gabapentinoids with opioids were administered to 892 484 of 5 547 667 eligible admissions (16.1%; mean [SD] age, 63.5 [11.8] years; 353 315 [39.6%] men). Among the 4 655 183 patients who received opioids only, the mean (SD) age was 63.7 (14.7) years, and 1 913 284 (41.1%) were men. Overall, 441 overdose events were identified, with absolute risks of 1.4 per 10 000 patients with gabapentinoid exposure and 0.7 per 10 000 patients receiving opioids only. Following propensity score trimming, the cohort included 737 383 patients exposed to gabapentinoids and 3 002 480 patients receiving opioids only. The primary analysis yielded the adjusted hazard ratio of 1.95 (95% CI, 1.49-2.55), and the number needed to treat for an additional overdose to occur was 16 914 patients (95% CI, 11 556-31 537 patients). Adjusted hazard ratios for secondary outcomes were 1.68 (95% CI, 1.59-1.78) for respiratory complications, 1.77 (95% CI, 1.61-1.93) for unspecified adverse effects of opioids, and 1.70 (95% CI, 1.62-1.79) for the composite outcome. The results were consistent across sensitivity analyses and subgroups identified by key clinical factors. CONCLUSIONS AND RELEVANCE In this real-world cohort study of patients who underwent major surgery, concomitant use of gabapentinoids with opioids was associated with increased risk of opioid overdose and other opioid-related adverse events; however, the absolute risk of adverse events was low.
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Affiliation(s)
- Katsiaryna Bykov
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts
| | - Brian T. Bateman
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts
| | - Jessica M. Franklin
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts
| | - Seanna M. Vine
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts
| | - Elisabetta Patorno
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts
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Sun JW, Franklin JM, Rough K, Desai RJ, Hernández-Díaz S, Huybrechts KF, Bateman BT. Predicting overdose among individuals prescribed opioids using routinely collected healthcare utilization data. PLoS One 2020; 15:e0241083. [PMID: 33079968 PMCID: PMC7575098 DOI: 10.1371/journal.pone.0241083] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2020] [Accepted: 10/07/2020] [Indexed: 01/03/2023] Open
Abstract
Introduction With increasing rates of opioid overdoses in the US, a surveillance tool to identify high-risk patients may help facilitate early intervention. Objective To develop an algorithm to predict overdose using routinely-collected healthcare databases. Methods Within a US commercial claims database (2011–2015), patients with ≥1 opioid prescription were identified. Patients were randomly allocated into the training (50%), validation (25%), or test set (25%). For each month of follow-up, pooled logistic regression was used to predict the odds of incident overdose in the next month based on patient history from the preceding 3–6 months (time-updated), using elastic net for variable selection. As secondary analyses, we explored whether using simpler models (few predictors, baseline only) or different analytic methods (random forest, traditional regression) influenced performance. Results We identified 5,293,880 individuals prescribed opioids; 2,682 patients (0.05%) had an overdose during follow-up (mean: 17.1 months). On average, patients who overdosed were younger and had more diagnoses and prescriptions. The elastic net model achieved good performance (c-statistic 0.887, 95% CI 0.872–0.902; sensitivity 80.2, specificity 80.1, PPV 0.21, NPV 99.9 at optimal cutpoint). It outperformed simpler models based on few predictors (c-statistic 0.825, 95% CI 0.808–0.843) and baseline predictors only (c-statistic 0.806, 95% CI 0.787–0.26). Different analytic techniques did not substantially influence performance. In the final algorithm based on elastic net, the strongest predictors were age 18–25 years (OR: 2.21), prior suicide attempt (OR: 3.68), opioid dependence (OR: 3.14). Conclusions We demonstrate that sophisticated algorithms using healthcare databases can be predictive of overdose, creating opportunities for active monitoring and early intervention.
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Affiliation(s)
- Jenny W. Sun
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, United States of America
- Department of Epidemiology, Harvard T. H. Chan School of Public Health, Boston, MA, United States of America
- * E-mail:
| | - Jessica M. Franklin
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, United States of America
| | - Kathryn Rough
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, United States of America
- Department of Epidemiology, Harvard T. H. Chan School of Public Health, Boston, MA, United States of America
| | - Rishi J. Desai
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, United States of America
| | - Sonia Hernández-Díaz
- Department of Epidemiology, Harvard T. H. Chan School of Public Health, Boston, MA, United States of America
| | - Krista F. Huybrechts
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, United States of America
| | - Brian T. Bateman
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, United States of America
- Department of Anesthesiology, Perioperative, and Pain Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, United States of America
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Martinez-De la Torre A, Weiler S, Bräm DS, Allemann SS, Kupferschmidt H, Burden AM. National Poison Center Calls Before vs After Availability of High-Dose Acetaminophen (Paracetamol) Tablets in Switzerland. JAMA Netw Open 2020; 3:e2022897. [PMID: 33112400 PMCID: PMC7593813 DOI: 10.1001/jamanetworkopen.2020.22897] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
IMPORTANCE Acetaminophen (paracetamol) is among the most widely used pain medications worldwide; while safe within the therapeutic range, intake exceeding 4000 mg/d can lead to hepatotoxicity. Prior evidence suggests that limiting the availability of large quantities of acetaminophen is associated with decreased acetaminophen-related poisonings and mortality; in Switzerland, 500-mg tablets are available over-the-counter (OTC) and, as of October 2003, 1000-mg tablets are available with prescription. OBJECTIVE To evaluate the association of adding 1000-mg acetaminophen tablets to the Swiss market with utilization and poisonings. DESIGN, SETTING, AND PARTICIPANTS This cross-sectional study used a quasi-experimental interrupted time series analysis to evaluate 15 790 acetaminophen poison records from January 1, 2000, to December 31, 2018. All calls for acetaminophen-related poisonings identified from the National Swiss Poisons Centre and all sales for oral acetaminophen tablets (prescription and OTC) dispensed between January 2000 and December 2018 were included. EXPOSURE October 3, 2003 (Q4 2003), was defined as the intervention date, corresponding to the date of market entry for 1000-mg acetaminophen tablets in Switzerland. MAIN OUTCOMES AND MEASURES The primary outcome was the number of quarterly acetaminophen-related poison calls to the National Poison Centre. Additional outcomes included quarterly sales for acetaminophen and change in poisoning circumstances, stratified by preintervention and postintervention periods and by formulation (ie, 500-mg and 1000-mg tablets). RESULTS Between 2000 and 2018, 15 790 acetaminophen-related poisoning calls were identified, of which 10 628 (67.3%) were regarding women, and the mean (SD) age of patients was 25.2 (18.2) years. The interrupted time series analysis identified a significant increase in the slope for the number of reported poisonings following the intervention point, particularly for accidental circumstances (z score, -3.62; P < .001). In the preintervention period, 120 of 961 poisonings (15.3%) involved a dose greater than 10 000 mg, while for the postintervention period, 1140 of 5696 (30.6%) had a dose larger than 10 000 mg (P < .001). There was a rapid uptake in 1000-mg acetaminophen sales, while sales of the 500-mg tablet decreased slightly. Since 2012, a mean (SD) of 20.7 million (1.4 million) 1000-mg tablets were dispensed quarterly compared with 2.7 million (0.5 million) 500-mg tablets. CONCLUSIONS AND RELEVANCE This study found a significant increase in acetaminophen dispensing and acetaminophen-related poisonings in Switzerland following the approval of 1000-mg tablets in 2003. The availability of 1000-mg acetaminophen should be re-evaluated to minimize the potential for accidental poisonings.
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Affiliation(s)
- Adrian Martinez-De la Torre
- Institute of Pharmaceutical Sciences, Department of Chemistry and Applied Biosciences, Swiss Federal Institute of Technology Zurich, Zurich, Switzerland
| | - Stefan Weiler
- Institute of Pharmaceutical Sciences, Department of Chemistry and Applied Biosciences, Swiss Federal Institute of Technology Zurich, Zurich, Switzerland
- National Poisons Information Centre, Tox Info Suisse, Associated Institute of the University of Zurich, Zurich, Switzerland
| | - Dominic Stefan Bräm
- Institute of Pharmaceutical Sciences, Department of Chemistry and Applied Biosciences, Swiss Federal Institute of Technology Zurich, Zurich, Switzerland
| | | | - Hugo Kupferschmidt
- National Poisons Information Centre, Tox Info Suisse, Associated Institute of the University of Zurich, Zurich, Switzerland
| | - Andrea M. Burden
- Institute of Pharmaceutical Sciences, Department of Chemistry and Applied Biosciences, Swiss Federal Institute of Technology Zurich, Zurich, Switzerland
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PARK JUNYEONG, ROUHANI SABA, BELETSKY LEO, VINCENT LOUISE, SALONER BRENDAN, SHERMAN SUSANG. Situating the Continuum of Overdose Risk in the Social Determinants of Health: A New Conceptual Framework. Milbank Q 2020; 98:700-746. [PMID: 32808709 PMCID: PMC7482387 DOI: 10.1111/1468-0009.12470] [Citation(s) in RCA: 72] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Abstract
Policy Points This article reconceptualizes our understanding of the opioid epidemic and proposes six strategies that address the epidemic's social roots. In order to successfully reduce drug-related mortality over the long term, policymakers and public health leaders should develop partnerships with people who use drugs, incorporate harm reduction interventions, and reverse decades of drug criminalization policies. CONTEXT Drug overdose is the leading cause of injury-related death in the United States. Synthetic opioids, predominantly illicit fentanyl and its analogs, surpassed prescription opioids and heroin in associated mortality rates in 2016. Unfortunately, interventions fail to fully address the current wave of the opioid epidemic and often omit the voices of people with lived experiences regarding drug use. Every overdose death is a culmination of a long series of policy failures and lost opportunities for harm reduction. METHODS In this article, we conducted a scoping review of the opioid literature to propose a novel framework designed to foreground social determinants more directly into our understanding of this national emergency. The "continuum of overdose risk" framework is our synthesis of the global evidence base and is grounded in contemporary theories, models, and policies that have been successfully applied both domestically and internationally. FINDINGS De-escalating overdose risk in the long term will require scaling up innovative and comprehensive solutions that have been designed through partnerships with people who use drugs and are rooted in harm reduction. CONCLUSIONS Without recognizing the full drug-use continuum and the role of social determinants, the current responses to drug overdose will continue to aggravate the problem they are trying to solve.
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Affiliation(s)
| | | | - LEO BELETSKY
- School of Law and Bouvé College of Health SciencesNortheastern University
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Ghosh T, Bol K, Butler M, Gabella B, Kingcade A, Kaplan G, Myers L. Epidemiologic assessment of benzodiazepine exposure among suicide deaths in Colorado, 2015-2017. BMC Public Health 2020; 20:1149. [PMID: 32698851 PMCID: PMC7374952 DOI: 10.1186/s12889-020-09250-y] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2020] [Accepted: 07/13/2020] [Indexed: 12/28/2022] Open
Abstract
BACKGROUND Suicide rates have been climbing in the U.S., particularly in Rocky Mountain states such as Colorado. Benzodiazepines have been linked with suicidal ideation, but there have been few population level assessments of this link. We conducted a public health assessment to determine the epidemiology and prevalence of recent benzodiazepine exposure, among suicide deaths in Colorado from 2015 to 17. METHODS This epidemiologic assessment linked Colorado's Prescription Drug Monitoring Program, death certificate data, and Violent Death Reporting System to determine patterns of benzodiazepine exposure among suicide deaths in Colorado between 2015 and 2017. Recent benzodiazepine exposure was defined as receiving a prescription within 30 days of death or having a positive toxicology screen post-mortem. RESULTS Among the 3465 suicide deaths in Colorado between 2015 and 2017, 20% had recent benzodiazepine exposure, and nearly 50% of those also had recent opioid exposure. Recent benzodiazepine exposure was more common among females than males (34% versus 16%). Among suicide deaths, those who died via drug overdose were more likely to have had recent benzodiazepine exposure (48%), compared to suicides by firearm (17%), hanging/asphyxiation (13%) and all other methods (approximately 20%). CONCLUSIONS Benzodiazepines have been linked to suicidal ideation, but population level assessments of benzodiazepine exposure among suicide deaths are rare. Our epidemiologic assessment indicates a relatively high prevalence of recent benzodiazepine exposure that warrants further investigation from both clinical and public health perspectives.
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Affiliation(s)
- Tista Ghosh
- Colorado Department of Public Health and Environment, 4300 Cherry Creek Drive South, Denver, CO 80246 USA
| | - Kirk Bol
- Colorado Department of Public Health and Environment, 4300 Cherry Creek Drive South, Denver, CO 80246 USA
| | - Maria Butler
- Colorado Department of Public Health and Environment, 4300 Cherry Creek Drive South, Denver, CO 80246 USA
| | - Barbara Gabella
- Colorado Department of Public Health and Environment, 4300 Cherry Creek Drive South, Denver, CO 80246 USA
| | - Andrea Kingcade
- Colorado Department of Public Health and Environment, 4300 Cherry Creek Drive South, Denver, CO 80246 USA
| | - Gabriel Kaplan
- Colorado Department of Public Health and Environment, 4300 Cherry Creek Drive South, Denver, CO 80246 USA
| | - Lindsey Myers
- Colorado Department of Public Health and Environment, 4300 Cherry Creek Drive South, Denver, CO 80246 USA
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Jalali R, Dmochowska P, Godlewska I, Balmas J, Młynarska K, Narkun K, Zawadzki A, Wojnar M. Designers Drugs—A New Challenge to Emergency Departments—An Observational Study in Poland. Medicina (B Aires) 2020; 56:medicina56070354. [PMID: 32708850 PMCID: PMC7404717 DOI: 10.3390/medicina56070354] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2020] [Revised: 07/13/2020] [Accepted: 07/14/2020] [Indexed: 11/16/2022] Open
Abstract
Background and Objective: In the last decade, the phenomenon of using new psychoactive substances (NPS), called designer drugs, has been on rise. Though their production and marketing in Poland is prohibited, reports of the Supreme Audit Office noted that young people are increasingly reaching for new intoxication agents in the form of designer drugs. There is a significant increase in the number of patients with NPS abuse admitted to the emergency departments. As NPS cannot be detected by standard tests for the presence of psychoactive substances, it is difficult to choose the appropriate therapeutic intervention. Therefore, the aim of the present study was to evaluate the patient characteristics in the population of adults and children suspected of using NPS and formulate the protocol for diagnosis and treatment. Materials and Method: The paper is based on a retrospective analysis of medical records of hospitalized patients in the Clinical Emergency Department of The Regional Specialist Hospital in Olsztyn (SKOR WSS, emergency department (ED)) and the Pediatric Emergency Department of the Provincial Specialist Children′s Hospital in Olsztyn (SORD WSSD, pediatric emergency department (PED)) between years 2013 to 2018. The patient records related to their general symptoms at admission, mental state and laboratory diagnostic tests were evaluated. Results: The majority of patients hospitalized due to the suspected use of NPS were adolescents in 2013–2016 and a reversal of this trend was observed in 2017–2018 when number of adults admitted to the emergency department (ED) due to NPS use was higher. The NPS abuse was significantly higher among male patients, alcoholics, people using other psychoactive substances, patients suffering from mental disorders and teenagers in difficult socio-economic family situations. Whereas, the most common symptoms among pediatric patients were co-ordination disorder and aggression, in adults mainly tachycardia and aggression was observed. The laboratory tests in significant number of adult patients showed leukocytosis and ketonuria. Conclusions: In the present study, no unambiguous toxidrome or biochemical pattern characteristic for using NPS was observed. However, evaluation of blood morphology, coagulation parameters, liver and kidney function can be helpful in the diagnostic and therapeutic process. Symptomatic treatment of patients, fluid therapy and sedation was sufficient in most cases to resolve the patient symptoms in 48 h.
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Affiliation(s)
- Rakesh Jalali
- Emergency Medicine Department, School of Medicine, Collegium Medicum, University of Warmia and Mazury in Olsztyn, ul. Żołnierska 18 10-561 Olsztyn, Poland; (P.D.); (I.G.); (J.B.); (A.Z.)
- Clinical Emergency Department of Regional Specialist Hospital in Olsztyn, Żołnierska 18, 10-561 Olsztyn, Poland
- Correspondence: ; Fax: +48-89-538-62-99
| | - Paula Dmochowska
- Emergency Medicine Department, School of Medicine, Collegium Medicum, University of Warmia and Mazury in Olsztyn, ul. Żołnierska 18 10-561 Olsztyn, Poland; (P.D.); (I.G.); (J.B.); (A.Z.)
| | - Izabela Godlewska
- Emergency Medicine Department, School of Medicine, Collegium Medicum, University of Warmia and Mazury in Olsztyn, ul. Żołnierska 18 10-561 Olsztyn, Poland; (P.D.); (I.G.); (J.B.); (A.Z.)
| | - Justyna Balmas
- Emergency Medicine Department, School of Medicine, Collegium Medicum, University of Warmia and Mazury in Olsztyn, ul. Żołnierska 18 10-561 Olsztyn, Poland; (P.D.); (I.G.); (J.B.); (A.Z.)
| | - Katarzyna Młynarska
- Pediatric Emergency Department of the Provincial Specialist Children′s Hospital in Olsztyn, Żołnierska 18a, 10-561 Olsztyn, Poland; (K.M.); (K.N.)
| | - Krzysztof Narkun
- Pediatric Emergency Department of the Provincial Specialist Children′s Hospital in Olsztyn, Żołnierska 18a, 10-561 Olsztyn, Poland; (K.M.); (K.N.)
| | - Andrzej Zawadzki
- Emergency Medicine Department, School of Medicine, Collegium Medicum, University of Warmia and Mazury in Olsztyn, ul. Żołnierska 18 10-561 Olsztyn, Poland; (P.D.); (I.G.); (J.B.); (A.Z.)
| | - Marcin Wojnar
- Department of Psychiatry, Medical University of Warsaw, Nowowiejska 27, 00-665 Warsaw, Poland;
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Lagisetty P, Zhang K, Haffajee RL, Lin LA, Goldstick J, Brownlee R, Bohnert A, Larochelle MR. Opioid prescribing history prior to heroin overdose among commercially insured adults. Drug Alcohol Depend 2020; 212:108061. [PMID: 32428788 PMCID: PMC7768819 DOI: 10.1016/j.drugalcdep.2020.108061] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/11/2019] [Revised: 05/04/2020] [Accepted: 05/05/2020] [Indexed: 11/18/2022]
Abstract
BACKGROUND Since 2010, heroin-related overdoses have risen sharply, coinciding with policies to restrict access to prescription opioids. It is unknown if patients tapered or discontinued off prescription opioids transitioned to riskier heroin use. This study examined opioid prescribing, including long-term opioid therapy (LTOT) and discontinuation, prior to heroin overdose. METHODS We used retrospective longitudinal data from a national claims database to identify adults with an emergency or inpatient claim for heroin overdose between January 2010 and June 2017. Receipt of opioid prescription, LTOT episodes, and discontinuation of LTOT were measured for the period of one year prior to heroin overdose. RESULTS We identified 3183 individuals (53.2% age 18-25; 70.0% male) with a heroin overdose (incidence rate 4.20 per 100k person years). Nearly half (42.3%) received an opioid prescription in the prior 12 months, and 10.9% had an active opioid prescription in the week prior to overdose. LTOT at any time in the 12 months prior to overdose was uncommon (12.8%) among those with heroin overdoses, especially among individuals 18-25 years old (3.5%, P < 0.001). LTOT discontinuation prior to overdose was also relatively uncommon, experienced by 6.7% of individuals aged 46 and over and 2.5% of individuals aged 18-25 years (P < 0.001). CONCLUSIONS Prior to heroin overdose, prescription opioid use was common, but LTOT discontinuation was uncommon and observed primarily in older individuals with the lowest heroin overdose rates. Further study is needed to determine if these prescribing patterns are associated with increased heroin overdose.
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Affiliation(s)
- Pooja Lagisetty
- Department of Internal Medicine, University of Michigan, 1500 E Medical Center Drive, Ann Arbor, MI 48109, USA; Center for Clinical Management and Research, Ann Arbor VA Hospital, 2215 Fuller Road, MS 152, Ann Arbor, MI 48105, USA.
| | - Kun Zhang
- Division of Unintentional Injury Prevention, National Center for Injury Prevention and Control, CDC, 4770 Buford Highway, MS F62, Atlanta, GA 30341, USA
| | - Rebecca L Haffajee
- Department of Health Management and Policy, University of Michigan School of Public Health, 1415 Washington Heights, Ann Arbor, MI 48109, USA; RAND Corporation
| | - Lewei Allison Lin
- Center for Clinical Management and Research, Ann Arbor VA Hospital, 2215 Fuller Road, MS 152, Ann Arbor, MI 48105, USA; Department of Psychiatry, University of Michigan, 1500 E Medical Center Drive, Ann Arbor, MI 48109, USA
| | - Jason Goldstick
- Injury Prevention Center, University of Michigan, 2800 Plymouth Road, Suite B10-G080, Ann Arbor, MI 48109, USA; Department of Emergency Medicine, University of Michigan, 1500 E Medical Center Drive, Ann Arbor, MI 48109, USA
| | - Rebecca Brownlee
- Department of Psychiatry, University of Michigan, 1500 E Medical Center Drive, Ann Arbor, MI 48109, USA
| | - Amy Bohnert
- Center for Clinical Management and Research, Ann Arbor VA Hospital, 2215 Fuller Road, MS 152, Ann Arbor, MI 48105, USA; Department of Anesthesiology, University of Michigan, 1500 E Medical Center Drive, Ann Arbor, MI 48109, USA
| | - Marc R Larochelle
- Clinical Addiction Research and Education Unit at Boston University School of Medicine and Boston Medical Center, 801 Massachusetts Ave., 2nd Floor, Boston, MA 02118, USA
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Hernandez A, Branscum AJ, Li J, MacKinnon NJ, Hincapie AL, Cuadros DF. Epidemiological and geospatial profile of the prescription opioid crisis in Ohio, United States. Sci Rep 2020; 10:4341. [PMID: 32152360 PMCID: PMC7063043 DOI: 10.1038/s41598-020-61281-y] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2019] [Accepted: 02/24/2020] [Indexed: 11/29/2022] Open
Abstract
The underlying reasons behind the unprecedented increase of the mortality rates due to the opioid epidemics in the United States are still not fully uncovered. Most efforts have been focused on targeting opioids, but there is little information about vulnerable populations at high risk of opioid abuse and death. In this study, we used data from the Ohio Department of Health for deaths caused by prescription opioids from 2010-2017 to analyze the spatiotemporal dynamics of the opioid overdose epidemic. Our results showed a rapid increase in prescription opioid death rates among the white male population aged 30-39 but also a considerable increase among the black male population with an exponential growth trend. Our geospatial analysis suggests that the increasing rates of the opioid overdose epidemic in Ohio were driven by the epidemic hotspot areas. Our findings highlight the relevance of prioritizing public health measures targeting specific locations and vulnerable populations to mitigate the current opioids crisis.
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Affiliation(s)
- Andres Hernandez
- Department of Geography and Geographic Information Science, University of Cincinnati, Cincinnati, USA
- Health Geography and Disease Modeling Laboratory, University of Cincinnati, Cincinnati, USA
| | - Adam J Branscum
- Department of Biostatistics, College of Public Health and Human Sciences, Oregon State University, Corvallis, USA
| | - Jingjing Li
- Urban Health Collaborative, Dornsife School of Public Health, Drexel University, Philadelphia, Pennsylvania, USA
| | - Neil J MacKinnon
- James L. Winkle College of Pharmacy, University of Cincinnati, Cincinnati, Ohio, USA
| | - Ana L Hincapie
- James L. Winkle College of Pharmacy, University of Cincinnati, Cincinnati, Ohio, USA
| | - Diego F Cuadros
- Department of Geography and Geographic Information Science, University of Cincinnati, Cincinnati, USA.
- Health Geography and Disease Modeling Laboratory, University of Cincinnati, Cincinnati, USA.
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Abstract
IMPORTANCE Family members are cited as a common source of prescription opioids used for nonmedical reasons. However, the overdose risk associated with exposure to opioids prescribed to family members among adolescents and young adults is not well established. OBJECTIVE To assess the association of opioids prescribed to family members with pharmaceutical opioid overdose among youth. DESIGN, SETTING, AND PARTICIPANTS This cohort study included 45 145 family units with a total of 72 040 adolescents and young adults aged 11 to 26 years enrolled in a Kaiser Permanente Colorado health plan in 2006 and observed through June 2018. EXPOSURES Opioid prescriptions and dosage dispensed to family members and youth in the past month. MAIN OUTCOMES AND MEASURES Fatal pharmaceutical opioid overdoses identified in vital records and nonfatal pharmaceutical opioid overdoses identified in emergency department and inpatient settings. Time to first overdose was modeled using Cox regression. RESULTS The study population consisted of 72 040 adolescents and young adults (mean [SD] age across follow-up, 19.3 [3.7] years; 36 646 [50.9%] girls and women) nested in 45 145 family units. Youth were more commonly exposed to prescription opioids dispensed to a family member than through their own prescriptions. During follow-up, 26 284 youth (36.5%) filled at least 1 opioid prescription, and 47 461 youth (65.9%) had at least 1 family member with a prescription. Exposure to family members with opioid prescriptions in the past month was associated with increased risk of pharmaceutical opioid overdose (adjusted hazard ratio [aHR], 2.17; 95% CI, 1.24-3.79) independent of opioids prescribed to youth (aHR, 6.62; 95% CI, 3.39-12.91). Concurrent exposure to opioid prescriptions from youth and family members was associated with substantially increased overdose risk (aHR, 12.99; 95% CI, 5.08-33.25). High dosage of total morphine milligram equivalents (MME) prescribed to family members in the past month was associated with youth overdose (0 MME vs >0 to <200 MME: aHR, 1.39; 95% CI, 0.51-3.81; 0 MME vs 200 to <600 MME: aHR, 1.49; 95% CI, 0.59-3.77; 0 MME vs ≥600 MME: aHR, 2.93; 95% CI, 1.55-5.56). CONCLUSIONS AND RELEVANCE In this study of youth linked to family members, exposure to family members' prescribed opioids was associated with increased risk of pharmaceutical opioid overdose, independent of opioids prescribed to youth. Further interventions targeting youth and families are needed, including counseling patients about the risks of opioids to youth in their families.
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Affiliation(s)
- Anh P. Nguyen
- Institute for Health Research, Kaiser Permanente Colorado, Aurora, CO
| | - Jason M. Glanz
- Institute for Health Research, Kaiser Permanente Colorado, Aurora, CO
- Department of Epidemiology, Colorado School of Public Health, Aurora, CO
| | - Komal J. Narwaney
- Institute for Health Research, Kaiser Permanente Colorado, Aurora, CO
| | - Ingrid A. Binswanger
- Institute for Health Research, Kaiser Permanente Colorado, Aurora, CO
- Colorado Permanente Medical Group, Aurora, CO
- Division of General Internal Medicine, Department of Medicine, University of Colorado School of Medicine, Aurora, CO
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Affiliation(s)
- M Runnstrom
- From the Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, University of Florida, Gainesville, FL 32610, USA
| | - S S Kalra
- From the Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, University of Florida, Gainesville, FL 32610, USA
| | - J Lascano
- From the Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, University of Florida, Gainesville, FL 32610, USA
| | - D C Patel
- From the Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, University of Florida, Gainesville, FL 32610, USA
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Shastay A. Misleading Acetaminophen Liquid Label Could Lead to Overdoses. Home Healthc Now 2020; 38:108-109. [PMID: 32134820 DOI: 10.1097/nhh.0000000000000846] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Affiliation(s)
- Ann Shastay
- Ann Shastay, MSN, RN, AOCN, is the Managing Editor, Institute for Safe Medication Practices, Horsham, Pennsylvania
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Puiguriguer-Ferrando J, Yates-Bailo C, Gervilla-García E, Ortega-Pérez J, Alfaro García-Belenguer E, Jiménez-López R. Medication overdoses: changes over time. Emergencias 2019; 31:107-110. [PMID: 30963738] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
OBJECTIVES To review changes occurring over time in cases of medication overdose attended by an emergency department. MATERIAL AND METHODS Retrospective review of epidemiologic and care variables related to drug poisonings in a university teaching hospital in 2007 and 2017. We used multivariate analysis to compare the 2 years. RESULTS A total of 750 cases were included; 438 (58.4%) were from 2007. Fewer cases were seen in 2017 even though the total numbers of emergencies and poisonings had risen (P<.001). Fewer cases were suicides or suicide attempts in 2017 (P<.001), and digestive tract decontamination and antidotes were used less often (P<.001 and P=.007, respectively). Admissions (P=.004) and voluntary self-discharges or patient losses were also down in 2017 (P=.03). However, multidrug poisonings increased (P=.001), especially in the context of recreational drug use by men. Benzodiazepine overdoses accounted for most of such cases (65.1%). CONCLUSION Medication overdoses seem to be decreasing, although the proportion of men overdosing is rising. Suicide attempts, the abuse of specific medications, and admissions also seem to be decreasing.
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Affiliation(s)
- Jordi Puiguriguer-Ferrando
- Unidad de Toxicología, Servicio de Urgencias. Hospital Universitario Son Espases. Grupo de Trabajo en Toxicología Clínica del Área de Neurociencias del Institut d'Investigació Sanitària de Baleares (IdiSBA), España
| | - Christopher Yates-Bailo
- Unidad de Toxicología, Servicio de Urgencias. Hospital Universitario Son Espases. Grupo de Trabajo en Toxicología Clínica del Área de Neurociencias del Institut d'Investigació Sanitària de Baleares (IdiSBA), España
| | - Elena Gervilla-García
- Área de Metodología de las Ciencias del Comportamiento, Departamento de Psicología de la Universitat de les Illes Balears. Grupo de Trabajo en Procedimientos Estadísticos y Psicométricos Aplicados en Ciencias de la Salud del Institut d'Investigació Sanitària de Baleares (IdiSBA), España
| | - Juan Ortega-Pérez
- Unidad de Toxicología, Servicio de Urgencias. Hospital Universitario Son Espases. Grupo de Trabajo en Toxicología Clínica del Área de Neurociencias del Institut d'Investigació Sanitària de Baleares (IdiSBA), España
| | - Elena Alfaro García-Belenguer
- Unidad de Toxicología, Servicio de Urgencias. Hospital Universitario Son Espases. Grupo de Trabajo en Toxicología Clínica del Área de Neurociencias del Institut d'Investigació Sanitària de Baleares (IdiSBA), España
| | - Rafael Jiménez-López
- Área de Metodología de las Ciencias del Comportamiento, Departamento de Psicología de la Universitat de les Illes Balears. Grupo de Trabajo en Procedimientos Estadísticos y Psicométricos Aplicados en Ciencias de la Salud del Institut d'Investigació Sanitària de Baleares (IdiSBA), España
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Bahji A, Camiré D. At-a-glance - The local response to the Canadian opioid epidemic in the Kingston, Frontenac, and Lennox and Addington communities. Health Promot Chronic Dis Prev Can 2019; 39:333-336. [PMID: 31825786 PMCID: PMC6938278 DOI: 10.24095/hpcdp.39.12.03] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Canada is facing a national opioid overdose epidemic, with deaths due to opioid overdoses continuing to rise dramatically. To that end, the opioid experiences of the Kingston, Frontenac, and Lennox and Addington communities, the regional hub for southeastern Ontario and the home of Queen's University, may provide meaningful insights. This article provides a description of recent activities to address the local opioid crisis, a rationale for their adoption and the context in which they are being undertaken.
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Affiliation(s)
- Anees Bahji
- Department of Public Health Sciences, Queen's University, Kingston, Ontario, Canada
- Department of Psychiatry, Queen's University, Kingston, Ontario, Canada
- Centre for Neuroscience Studies, Queen's University, Kingston, Ontario, Canada
| | - Daenis Camiré
- Department of Perioperative Medicine, Queen's University, Kingston, Ontario, Canada
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Thakur T, Frey M, Chewning B. Evaluating Pharmacy Student Consultations with Standardized Patients on Opioid Medication Use and Opioid-Specific Risks. Am J Pharm Educ 2019; 83:7494. [PMID: 32001883 PMCID: PMC6983880 DOI: 10.5688/ajpe7494] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/19/2018] [Accepted: 04/28/2019] [Indexed: 05/19/2023]
Abstract
Objective. To assess third-year pharmacy students' entry-level verbal and nonverbal communication skills when addressing sensitive topics during opioid consultations with standardized patients. Methods. Seventy-one students were video-taped while consulting with standardized patients who were receiving a one-month supply of oxycodone for lower back pain. Consults were coded quantitatively for the topics students discussed with the patient, terms used, eye contact, and filler words. Results. The majority of pharmacy students discussed common and severe opioid side effects, such as respiratory depression. However, only 30% explained that the medication being dispensed was an opioid or narcotic, and only 23% of students initiated a conversation regarding dependence, addiction, or overdose risk. Students used more filler words when discussing dependence, addiction, or overdose risk as compared to the rest of the consult. Afterwards, students expressed discomfort and the need for additional training and resources for communicating with patients about opioids. Conclusion. Many students lacked confidence with regards to educating patients about opioid-specific risks. This necessitates expanding education regarding discussing sensitive information about opioids at this school of pharmacy. Other schools of pharmacy would benefit from an evaluation of their curriculum to assess the necessity for additional education and training.
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Affiliation(s)
- Tanvee Thakur
- University of Wisconsin-Madison School of Pharmacy, Madison, Wisconsin
| | - Meredith Frey
- University of Wisconsin-Madison School of Pharmacy, Madison, Wisconsin
| | - Betty Chewning
- University of Wisconsin-Madison School of Pharmacy, Madison, Wisconsin
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Bohler S, Liu X, Krauskopf J, Caiment F, Aubrecht J, Nicolaes GAF, Kleinjans JCS, Briedé JJ. Acetaminophen Overdose as a Potential Risk Factor for Parkinson's Disease. Clin Transl Sci 2019; 12:609-616. [PMID: 31305025 PMCID: PMC6853143 DOI: 10.1111/cts.12663] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2019] [Accepted: 05/17/2019] [Indexed: 12/13/2022] Open
Abstract
Four complementary approaches were used to investigate acetaminophen overdose as a risk factor for Parkinson's disease (PD). Circulating microRNAs (miRNAs) serum profiles from acetaminophen-overdosed patients were compared with patients with terminal PD, revealing four shared miRNAs. Similarities were found among molecular structures of dopamine (DA), acetaminophen, and two known PD inducers indicating affinity for dopaminergic transport. Potential interactions between acetaminophen and the human DA transporter were confirmed by molecular docking modeling and binding free energy calculations. Thus, it is plausible that acetaminophen is taken up by the dopaminergic transport system into the substantia nigra (SN). A ChEMBL query identified proteins that are similarly targeted by DA and acetaminophen. Here, we highlight CYP3A4, present in the SN, a predominant metabolizer of acetaminophen into its toxic metabolite N-acetyl-p-benzoquinone imine and shown to be regulated in PD. Overall, based on our results, we hypothesize that overdosing of acetaminophen is a potential risk factor for parkinsonism.
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Affiliation(s)
- Sacha Bohler
- Department of ToxicogenomicsMaastricht UniversityMaastrichtThe Netherlands
| | - Xiaosong Liu
- Department of BiochemistryMaastricht UniversityMaastrichtThe Netherlands
| | - Julian Krauskopf
- Department of ToxicogenomicsMaastricht UniversityMaastrichtThe Netherlands
| | - Florian Caiment
- Department of ToxicogenomicsMaastricht UniversityMaastrichtThe Netherlands
| | | | | | | | - Jacco J. Briedé
- Department of ToxicogenomicsMaastricht UniversityMaastrichtThe Netherlands
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Macleod J, Steer C, Tilling K, Cornish R, Marsden J, Millar T, Strang J, Hickman M. Prescription of benzodiazepines, z-drugs, and gabapentinoids and mortality risk in people receiving opioid agonist treatment: Observational study based on the UK Clinical Practice Research Datalink and Office for National Statistics death records. PLoS Med 2019; 16:e1002965. [PMID: 31770388 PMCID: PMC6879111 DOI: 10.1371/journal.pmed.1002965] [Citation(s) in RCA: 55] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/04/2019] [Accepted: 10/24/2019] [Indexed: 01/29/2023] Open
Abstract
BACKGROUND Patients with opioid dependency prescribed opioid agonist treatment (OAT) may also be prescribed sedative drugs. This may increase mortality risk but may also increase treatment duration, with overall benefit. We hypothesised that prescription of benzodiazepines in patients receiving OAT would increase risk of mortality overall, irrespective of any increased treatment duration. METHODS AND FINDINGS Data on 12,118 patients aged 15-64 years prescribed OAT between 1998 and 2014 were extracted from the Clinical Practice Research Datalink. Data from the Office for National Statistics on whether patients had died and, if so, their cause of death were available for 7,016 of these patients. We identified episodes of prescription of benzodiazepines, z-drugs, and gabapentinoids and used linear regression and Cox proportional hazards models to assess the associations of co-prescription (prescribed during OAT and up to 12 months post-treatment) and concurrent prescription (prescribed during OAT) with treatment duration and mortality. We examined all-cause mortality (ACM), drug-related poisoning (DRP) mortality, and mortality not attributable to DRP (non-DRP). Models included potential confounding factors. In 36,126 person-years of follow-up there were 657 deaths and 29,540 OAT episodes, of which 42% involved benzodiazepine co-prescription and 29% concurrent prescription (for z-drugs these respective proportions were 20% and 11%, and for gabapentinoids 8% and 5%). Concurrent prescription of benzodiazepines was associated with increased duration of methadone treatment (adjusted mean duration of treatment episode 466 days [95% CI 450 to 483] compared to 286 days [95% CI 275 to 297]). Benzodiazepine co-prescription was associated with increased risk of DRP (adjusted HR 2.96 [95% CI 1.97 to 4.43], p < 0.001), with evidence of a dose-response effect, but showed little evidence of an association with non-DRP (adjusted HR 0.91 [95% CI 0.66 to 1.25], p = 0.549). Co-prescription of z-drugs showed evidence of an association with increased risk of DRP (adjusted HR 2.75 [95% CI 1.57 to 4.83], p < 0.001) but little evidence of an association with non-DRP (adjusted HR 0.79 [95% CI 0.49 to 1.28], p = 0.342). There was no evidence of an association of gabapentinoid co-prescription with DRP (HR 1.54 [95% CI 0.60 to 3.98], p = 0.373) but evidence of an association with increased non-DRP (HR 1.83 [95% CI 1.28 to 2.62], p = 0.001). Concurrent benzodiazepine prescription also increased mortality risk after consideration of duration of OAT (adjusted HR for DRP with benzodiazepine concurrent prescription 3.34 [95% CI 2.14 to 5.20], p < 0.001). The main limitation of this study is the possibility that unmeasured confounding factors led to an association between benzodiazepine prescription and DRP that is not causal. CONCLUSIONS In this study, co-prescription of benzodiazepine was specifically associated with increased risk of DRP in opioid-dependent individuals. Co-prescription of z-drugs and gabapentinoids was also associated with increased mortality risk; however, for z-drugs there was no evidence for a dose-response effect on DRP, and for gabapentinoids the increased mortality risk was not specific to DRP. Concurrent prescription of benzodiazepine was associated with longer treatment but still increased risk of death overall. Clinicians should be cautious about prescribing benzodiazepines to opioid-dependent individuals.
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Affiliation(s)
- John Macleod
- Population Health Sciences, Bristol Medical School, Faculty of Health Sciences, University of Bristol, Bristol, United Kingdom
- * E-mail:
| | - Colin Steer
- Population Health Sciences, Bristol Medical School, Faculty of Health Sciences, University of Bristol, Bristol, United Kingdom
| | - Kate Tilling
- Population Health Sciences, Bristol Medical School, Faculty of Health Sciences, University of Bristol, Bristol, United Kingdom
| | - Rosie Cornish
- Population Health Sciences, Bristol Medical School, Faculty of Health Sciences, University of Bristol, Bristol, United Kingdom
| | - John Marsden
- Addictions Department, Institute of Psychiatry, Psychology & Neuroscience, King’s College London, London, United Kingdom
| | - Tim Millar
- Centre for Mental Health & Safety, School of Health Sciences, University of Manchester, Manchester, United Kingdom
| | - John Strang
- Addictions Department, Institute of Psychiatry, Psychology & Neuroscience, King’s College London, London, United Kingdom
| | - Matthew Hickman
- Population Health Sciences, Bristol Medical School, Faculty of Health Sciences, University of Bristol, Bristol, United Kingdom
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Bell TM, Raymond J, Vetor A, Mongalo A, Adams Z, Rouse T, Carroll A. Long-term prescription opioid utilization, substance use disorders, and opioid overdoses after adolescent trauma. J Trauma Acute Care Surg 2019; 87:836-840. [PMID: 30889139 PMCID: PMC6745292 DOI: 10.1097/ta.0000000000002261] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
BACKGROUND Injured adolescents have a 56% increased risk of developing a substance use disorder (SUD) within 3 years of their injury. The transition from medical prescription opioid use to nonmedical use in adolescent trauma patients has not been longitudinally studied long-term. The aim of this study is to describe 5-year patterns of opioid use in a cohort of injured adolescents as well as the proportion of patients experiencing overdose and SUD diagnoses. METHODS Our retrospective cohort study consisted of 736 patients aged 12 years to 18 years who were admitted for trauma from 2011 to 2013. We examined up to 5 years of regional health information exchange data containing information on prescription fills as well as diagnoses from inpatient, outpatient, and emergency department encounters. RESULTS At 1 year, over 20% of adolescents filled more than two opioid prescriptions after being discharged for their injury; and at 4 years, over 13% had received more than eight opioid fills. Over the 5-year period, 11% received an opioid antagonist injection, 14% received an SUD diagnosis, and 8% had an overdose diagnosis. Relatively few patients had diagnoses for other mental health conditions including depression (5.5%), posttraumatic stress disorder (2.1%), and chronic pain (3.6%). CONCLUSION Opioid usage remains high for multiple years in a subset of the adolescent trauma population. Mental health diagnosis rates were substantially lower in injured adolescents than what has been reported in adults. However, overdose and SUD diagnoses occur in over 1 in 10 adolescents within 5 years of their injury. LEVEL OF EVIDENCE Prognostic and epidemiological study, level IV.
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Affiliation(s)
- Teresa M Bell
- Indiana University School of Medicine, Department of Surgery, 702 Rotary Cir, Suite 013, Indianapolis, IN 46202, USA
| | - Jodi Raymond
- Riley Hospital for Children, Indianapolis, IN 46202
| | - Ashley Vetor
- Indiana University School of Medicine, Department of Surgery, 702 Rotary Cir, Suite 013, Indianapolis, IN 46202, USA
| | - Alejandro Mongalo
- Indiana University School of Medicine, Department of Surgery, 702 Rotary Cir, Suite 013, Indianapolis, IN 46202, USA
| | - Zachary Adams
- Indiana University School of Medicine, Department of Surgery, 702 Rotary Cir, Suite 013, Indianapolis, IN 46202, USA
| | - Thomas Rouse
- Indiana University School of Medicine, Department of Surgery, 702 Rotary Cir, Suite 013, Indianapolis, IN 46202, USA
- Riley Hospital for Children, Indianapolis, IN 46202
| | - Aaron Carroll
- Indiana University School of Medicine, Department of Surgery, 702 Rotary Cir, Suite 013, Indianapolis, IN 46202, USA
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40
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Affiliation(s)
- Susan Sherman
- Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
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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] [What about the content of this article? (0)] [Affiliation(s)] [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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Kennedy MC, Klassen DC, Dong H, Milloy MJS, Hayashi K, Kerr TH. Supervised Injection Facility Utilization Patterns: A Prospective Cohort Study in Vancouver, Canada. Am J Prev Med 2019; 57:330-337. [PMID: 31377091 PMCID: PMC7056297 DOI: 10.1016/j.amepre.2019.04.024] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/06/2018] [Revised: 04/03/2019] [Accepted: 04/04/2019] [Indexed: 01/20/2023]
Abstract
INTRODUCTION Although the health and community benefits of supervised injection facilities are well documented, little is known about long-term patterns of utilization of this form of health service. The present study seeks to longitudinally characterize discontinuation of use of a supervised injection facility in Vancouver, Canada. METHODS Data were drawn from 2 community-recruited prospective cohorts of people who inject drugs between December 2005 and December 2016. In 2018, extended Cox regression for recurrent events was used to examine factors associated with time to cessation of supervised injection facility use during periods of active injection. RESULTS Of 1,336 people who inject drugs that were followed for a median of 50 months, 847 (63.4%) participants reported 1,663 6-month periods of supervised injection facility use cessation while actively injecting drugs (incidence density of 26.6 events per 100 person-years). An additional 2,282 (57.8%) of the total 3,945 6-month periods of supervised injection facility use cessation occurred during periods of injection cessation. In multivariable analyses, enrollment in methadone maintenance therapy (adjusted hazard ratio=1.41) and HIV seropositivity (adjusted hazard ratio=1.23) were positively associated with supervised injection facility use cessation during periods of active injection, whereas homelessness (adjusted hazard ratio=0.59), at least daily heroin injection (adjusted hazard ratio=0.70), binge injection (adjusted hazard ratio=0.68), public injection (adjusted hazard ratio=0.67), nonfatal overdose (adjusted hazard ratio=0.73), difficulty accessing addiction treatment (adjusted hazard ratio=0.69), and incarceration (adjusted hazard ratio=0.70) were inversely associated with this outcome (all p<0.05). The most commonly reported reasons for supervised injection facility use cessation were injection drug use cessation (42.3%) and a preference for injecting at home (30.7%). CONCLUSIONS These findings suggest that this supervised injection facility successfully retains people who inject drugs at elevated risk of drug-related harms and indicate that many supervised injection facility clients neither use this service nor inject drugs perpetually.
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Affiliation(s)
- Mary Clare Kennedy
- British Columbia Centre on Substance Use, Vancouver, British Columbia, Canada; Department of Medicine, University of British Columbia, St. Paul's Hospital, Vancouver, British Columbia, Canada
| | - David C Klassen
- Department of Family Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Huiru Dong
- British Columbia Centre on Substance Use, Vancouver, British Columbia, Canada; School of Population and Public Health, University of British Columbia, Vancouver, British Columbia, Canada
| | - M-J S Milloy
- British Columbia Centre on Substance Use, Vancouver, British Columbia, Canada; Department of Medicine, University of British Columbia, St. Paul's Hospital, Vancouver, British Columbia, Canada
| | - Kanna Hayashi
- British Columbia Centre on Substance Use, Vancouver, British Columbia, Canada; Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, Canada
| | - Thomas H Kerr
- British Columbia Centre on Substance Use, Vancouver, British Columbia, Canada; Department of Medicine, University of British Columbia, St. Paul's Hospital, Vancouver, British Columbia, Canada.
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Applebaum KM, Asfaw A, O’Leary PK, Busey A, Tripodis Y, Boden LI. Suicide and drug-related mortality following occupational injury. Am J Ind Med 2019; 62:733-741. [PMID: 31298756 PMCID: PMC7485601 DOI: 10.1002/ajim.23021] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2019] [Revised: 06/15/2019] [Accepted: 06/18/2019] [Indexed: 01/09/2023]
Abstract
BACKGROUND Drug overdoses and suicides have been rising since 2000 and are major contributors to a 3-year decline in US life expectancy. Studies suggest that injured workers have elevated rates of depression and opioid use, but no studies have measured excess mortality related to these risks. MATERIALS AND METHODS We linked New Mexico workers' compensation data for 100 806 workers injured in 1994 through 2000 with Social Security Administration earnings and mortality data through 2013 and National Death Index cause of death data. We then estimated the association between receiving lost-time workers' compensation benefits and mortality hazard ratios (HRs) and 95% confidence intervals (CIs) based on Fine and Gray cause-specific subdistribution hazards for common causes of death and for drug-related, suicide, and alcohol-related mortality. RESULTS There was almost a 3-fold increase in combined drug-related and suicide mortality hazard among women (HR = 2.63, 95% CI = 1.91-3.64) and a substantial increase among men (HR = 1.42, 95% CI = 1.13-1.79). Circulatory disease mortality hazard was elevated for men (HR = 1.25, 95% CI = 1.05-1.50). CONCLUSION Workplace injuries severe enough to require more than a week off work may impair workers' long-term health and well-being. Drug-related deaths and suicides may be important contributors to the long-term excess mortality of injured workers. Improved workplace conditions, improved pain treatment, better treatment of substance use disorders, and treatment of postinjury depression may substantially reduce mortality consequent to workplace injuries.
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Affiliation(s)
- Katie M. Applebaum
- Department of Environmental and Occupational Health, Milken Institute School of Public Health, George Washington University, Washington, District of Columbia
| | - Abay Asfaw
- Economic Research and Support Office, Centers for Disease Control and Prevention, National Institute for Occupational Safety and Health, Washington, District of Columbia
| | - Paul K. O’Leary
- Office of Retirement and Disability Policy, US Social Security Administration, Washington, District of Columbia
| | - Andrew Busey
- Department of Economics, Boston University, Boston, Massachusetts
| | - Yorghos Tripodis
- Department of Biostatistics, Boston University School of Public Health, Boston, Massachusetts
| | - Leslie I. Boden
- Department of Environmental Health, Boston University School of Public Health, Boston, Massachusetts
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Goedel WC, Marshall BD, Spangler KR, Alexander-Scott N, Green TC, Wellenius GA, Weinberger KR. Increased Risk of Opioid Overdose Death Following Cold Weather: A Case-Crossover Study. Epidemiology 2019; 30:637-641. [PMID: 31205291 PMCID: PMC6679791 DOI: 10.1097/ede.0000000000001041] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND The United States is in the midst of an opioid overdose crisis. Little is known about the role of environmental factors in increasing risk of fatal opioid overdose. METHODS We conducted a case-crossover analysis of 3,275 opioid overdose deaths recorded in Connecticut and Rhode Island in 2014-2017. We compared the mean ambient temperature on the day of death, as well as average temperature up to 14 days before death, to referent periods matched on year, month, and day of week. RESULTS Low average temperatures over the 3-7 days before death were associated with higher odds of fatal opioid overdose. Relative to 11°C, an average temperature of 0°C over the 7 days before death was associated with a 30% higher odds of death (odds ratio: 1.3; 95% confidence interval, 1.1, 1.5). CONCLUSIONS Low average temperature may be associated with higher risk of death due to opioid overdose.
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Affiliation(s)
- William C. Goedel
- Department of Epidemiology, School of Public Health, Brown University Providence, Rhode Island
| | - Brandon D.L. Marshall
- Department of Epidemiology, School of Public Health, Brown University Providence, Rhode Island
| | - Keith R. Spangler
- Department of Epidemiology, School of Public Health, Brown University Providence, Rhode Island
- Institute at Brown for Environment and Society, Brown University, Providence, Rhode Island
- Department of Earth, Environmental, and Planetary Sciences, Brown University, Providence, Rhode Island
| | | | - Traci C. Green
- Department of Epidemiology, School of Public Health, Brown University Providence, Rhode Island
- Department of Emergency Medicine, Warren Alpert Medical School, Brown University, Providence, Rhode Island
- Department of Medicine, Warren Alpert Medical School, Brown University, Providence, Rhode Island
- Department of Emergency Medicine, School of Medicine, Boston University, Boston, Massachusetts
| | - Gregory A. Wellenius
- Department of Epidemiology, School of Public Health, Brown University Providence, Rhode Island
- Institute at Brown for Environment and Society, Brown University, Providence, Rhode Island
| | - Kate R. Weinberger
- Department of Epidemiology, School of Public Health, Brown University Providence, Rhode Island
- Institute at Brown for Environment and Society, Brown University, Providence, Rhode Island
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Perelló R, Aused M, Saubí N, Quirós C, Blanco JL, Martínez-Rebollar M, Galicia M, Salgado E, Nogué S. Acute street drug poisoning in the patient with human immunodeficiency virus infection: the role of chemsex. Emergencias 2019; 30:405-407. [PMID: 30638344] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
OBJECTIVES To identify the drugs usually abused in cases of acute poisoning in human immunodeficiency virus (HIV) infected patients. MATERIAL AND METHODS Retrospective study of episodes of acute street drug poisoning in HIV-infected patients in our emergency department over a period of 1 year. Chemsex was defined as the use of methamphetamines, -hydroxybutyrate (GHB), -butyrolactone (GBL), and/or mephedrone in order to prolong sexual activity. RESULTS We included 101 patients, 93 (92%) of whom were men. The drug that caused the most cases of acute poisoning was cocaine, detected in 52 patients (51%). GHB and amphetamines were the next most frequently implicated street drugs. The prevalence of chemsex in this series was 87%. Mortality was 2%. Amphetamine poisoning was related to intensive care unit admission (odds ratio, 9,2 [95% CI, 1.6-52.2], P=.012). CONCLUSION Cocaine use was the main cause of acute poisoning in this series. The prevalence of chemsex was high.
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Affiliation(s)
| | - Mónica Aused
- Área de Urgencias, Hospital Clínic, Barcelona, España
| | - Narcís Saubí
- Servicio de Infecciones, Hospital Clínic, Barcelona, España
| | - Carmen Quirós
- Área de Urgencias, Hospital Clínic, Barcelona, España
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Bethlehem C, Jongsma M, Korporaal-Heijman J, Yska JP. Cardiac arrest following chloroquine overdose treated with bicarbonate and lipid emulsion. Neth J Med 2019; 77:186-188. [PMID: 31264584] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
We describe a 27-year-old female with repeated episodes of pulseless electrical activity due to intoxication with a substance that was unidentified at presentation. Severe QRS widening was observed and empiric treatment with sodium bicarbonate and intravenous lipid emulsion was administered. In this case, intraosseous administration of lipid emulsion failed to improve haemodynamic parameters, suggesting that this dose remained in the bone marrow compartment. We recommend that physicians become aware of this possibility and to avoid intraosseous administration of lipid emulsion.
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Affiliation(s)
- C Bethlehem
- Department of Intensive Care, ZGT Hospital, Almelo, the Netherlands
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Chan YC. Clinical Toxicology and Overdose of Psychiatric Medications. East Asian Arch Psychiatry 2019; 29:57-62. [PMID: 31237247] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
This article reviews the poisoning epidemiology in Hong Kong, assessment and treatment of acute poisoning, and management of acute psychiatric medication overdose. In 2016, nearly 4000 poisoning cases involving approximately 6000 poisons were reported to Hong Kong Poison Information Centre. About 25% of the poisons involved were psychiatric-related medications. The initial medical assessment on poisoning includes history taking, vital signs monitoring, and focused physical examination. Approaches in managing acute poisoning include supportive measures, decontamination, antidote use, and enhanced elimination. Management on overdose of psychiatric medications (zopiclone, tricyclic antidepressants, selective serotonin reuptake inhibitor, antipsychotics, valproic acid, lithium, and methylphenidate) are discussed with practical tips highlighted.
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Affiliation(s)
- Y C Chan
- Accident & Emergency Department, Hong Kong Poison Information Centre, United Christian Hospital, Hong Kong
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Heldens M, van der Nat GAM, Melman PG. Renal failure, shock, and loss of pacemaker capture: A case of flecainide intoxication. Neth J Med 2019; 77:189-192. [PMID: 31264585] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Flecainide intoxication is a severe intoxication that can lead to cardiogenic shock. We report on a 68-year-old female patient, who presented with a flecainide intoxication in the setting of renal failure. She was managed with invasive supportive therapy at the ICU and infusion of sodium bicarbonate and intravenous lipid emulsion (ILE, intralipid 20%), after which she made a complete recovery.
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Affiliation(s)
- M Heldens
- Intensive Care Unit, Sydney Adventist Hospital, Sydney, Australia
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Viswanathan G, Dan VM, Radhakrishnan N, Nair AS, Rajendran Nair AP, Baby S. Protection of mouse brain from paracetamol-induced stress by Centella asiatica methanol extract. J Ethnopharmacol 2019; 236:474-483. [PMID: 30872170 DOI: 10.1016/j.jep.2019.03.017] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/23/2018] [Revised: 01/14/2019] [Accepted: 03/06/2019] [Indexed: 06/09/2023]
Abstract
ETHNOPHARMACOLOGICAL RELEVANCE Centella asiatica (CA) is a medicinal herb traditionally used as a brain tonic in Ayurvedic medicine. Various ethnomedical leads revealed the effective use of CA in the treatment of symptoms associated to oxidative stress and inflammation. AIM OF THE STUDY The aim of this study was to evaluate the therapeutic ability of CA methanol extract (CAM) in protecting mouse brain and astrocytes from oxidative stress and inflammation induced by Paracetamol, and thus to substantiate the allied traditional/ethnomedical claims of CA. MATERIALS AND METHODS Chemical profiling of CAM and quantification of its major constituents were carried out by HPTLC-densitometry. Mice were administered with CAM and Paracetamol in various combinations, and oxidative stress parameters (lipid peroxidation, radical scavenging) as well as nitric oxide stress were estimated from isolated mouse brain. Cellular toxicity was investigated by apoptosis/necrosis in primary astrocytes isolated from brain tissues of mouse (which was challenged by CAM/Paracetamol) by flow cytometry and fluorescent microscopy. Expression of inflammatory cytokine mediators (monocyte chemo attractant protein 1, interleukin 1, interferon γ, tumor necrosis factor β, interleukin 10 and mitogen activated protein kinase 14 gene) in CAM/Paracetamol administered mouse brain tissues was analyzed by real time PCR. Mouse brain tissues challenged by CAM/Paracetamol were also assessed for gross and histopathology. In addition, staining with acridine orange was carried out in C6 cell lines treated with CAM, and viewed under fluorescent microscopy. RESULTS Paracetamol elicited reactive oxygen species generation was revealed through Ferric Reducing Antioxidant Power (FRAP) activity. CAM reversed the Paracetamol induced free radical and reactive nitrogen species production and increased the scavenging activity which was more pronounced at the higher dose (80 mg/kg b.wt). CAM negated the Paracetamol-induced damage by inhibiting expression of pro-inflammatory cytokines (MCP 1, IL 1, TNF β), and increasing the expression of the anti-inflammatory cytokine (IL 10) profoundly. Interestingly, MAPK 14 gene expression was decreased gradually and became same as normal control with increase in the dose of CAM. Also, it was evident that CAM protected mouse primary astrocytes from Paracetamol by maintaining a normal morphology. Similarly, apoptosis of primary astrocytes (treated with Paracetamol/CAM) decreased with the increase in CAM dose (80 mg/kg b.wt.) which was evident from flow cytometric data. Severe brain damage in the form of lesions was apparent from the histology of Paracetamol alone treated mouse brain. Whereas, CAM treated together with Paracetamol upturned these lesions. Surprisingly, CAM alone proved to be cytotoxic to C6 Glioma cells. CONCLUSIONS CAM showed antioxidant and anti-inflammatory effects (which were pronounced at higher doses) against Paracetamol-induced oxidative stress and associated inflammation in mouse brain. The underlying mechanisms may be mediated by inhibiting the pro-inflammatory cytokines TNF β, IL 1 and MCP 1 via regulation of the antioxidant mediated INF γ and MAPK 14 gene signalling pathways. The major bioactive constituents in CAM are the triterpenoid saponins, asiaticoside and madecassoside. The present results provide pharmacological evidence that CAM acts as an antioxidant and anti-inflammatory agent. Furthermore, this study validates the use of CA as an antioxidant and anti-inflammatory agent in ethnomedicine.
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Affiliation(s)
- Gayathri Viswanathan
- Phytochemistry and Phytopharmacology Division, Jawaharlal Nehru Tropical Botanic Garden and Research Institute, Pacha-Palode 695562, Thiruvananthapuram, Kerala, India
| | - Vipin Mohan Dan
- Microbiology Division, Jawaharlal Nehru Tropical Botanic Garden and Research Institute, Pacha-Palode 695562, Thiruvananthapuram, Kerala, India
| | - Neelima Radhakrishnan
- Pathology Division, Regional Cancer Centre, Medical College P.O. 695011, Thiruvananthapuram, Kerala, India
| | - Akhila Sasikumar Nair
- Phytochemistry and Phytopharmacology Division, Jawaharlal Nehru Tropical Botanic Garden and Research Institute, Pacha-Palode 695562, Thiruvananthapuram, Kerala, India
| | - Aroma Prasanna Rajendran Nair
- Phytochemistry and Phytopharmacology Division, Jawaharlal Nehru Tropical Botanic Garden and Research Institute, Pacha-Palode 695562, Thiruvananthapuram, Kerala, India
| | - Sabulal Baby
- Phytochemistry and Phytopharmacology Division, Jawaharlal Nehru Tropical Botanic Garden and Research Institute, Pacha-Palode 695562, Thiruvananthapuram, Kerala, India.
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Abstract
IMPORTANCE Attempts to discontinue opioid therapy to reduce the risk of overdose and adhere to prescribing guidelines may lead patients to be exposed to variability in opioid dosing. Such dose variability may increase the risk of opioid overdose even if therapy discontinuation is associated with a reduction in risk. OBJECTIVE To examine the association between opioid dose variability and opioid overdose. DESIGN, SETTING, AND PARTICIPANTS A nested case-control study was conducted in a large Colorado integrated health plan and delivery system from January 1, 2006, through June 30, 2018. Cohort members were individuals prescribed long-term opioid therapy. EXPOSURES Dose variability was defined as the SD of the milligrams of morphine equivalents across each patient's follow-up and categorized based on the quintile distribution of the SD in the cohort (0-5.3, 5.4-9.1, 9.2-14.6, 14.7-27.2, and >27.2 mg of morphine equivalents). MAIN OUTCOMES AND MEASURES Opioid overdose cases were identified using International Classification of Diseases, Ninth Revision and International Statistical Classification of Diseases and Related Health Problems, Tenth Revision codes. Each case patient with overdose was matched to up to 20 control patients using risk set sampling. Conditional logistic regression models were used to generate matched odds ratios and 95% CIs, adjusted for age, sex, race/ethnicity, drug or alcohol use disorder, tobacco use, benzodiazepine dispensings, medical comorbidities, mental health disorder, opioid dose, and opioid formulation. RESULTS In a cohort of 14 898 patients (mean [SD] age, 56.3 [16.0] years; 8988 [60.3%] female) prescribed long-term opioid therapy, 228 case patients with incident opioid overdose were matched to 3547 control patients. The mean (SD) duration of opioid therapy was 36.7 (33.7) months in case patients and 33.0 (30.9) months in control patients. High-dose variability (SD >27.2 mg of morphine equivalents) was associated with a significantly increased risk of overdose compared with low-dose variability (matched odds ratio, 3.32; 95% CI, 1.63-6.77) independent of opioid dose. CONCLUSIONS AND RELEVANCE Variability in opioid dose may be a risk factor for opioid overdose, suggesting that practitioners should seek to minimize dose variability when managing long-term opioid therapy.
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Affiliation(s)
- Jason M. Glanz
- Institute for Health Research, Kaiser Permanente Colorado, Aurora
- Department of Epidemiology, Colorado School of Public Health, Aurora
| | - Ingrid A. Binswanger
- Institute for Health Research, Kaiser Permanente Colorado, Aurora
- Colorado Permanente Medical Group, Aurora
- Division of General Internal Medicine, Department of Medicine, University of Colorado School of Medicine, Aurora
| | | | | | - Stan Xu
- Institute for Health Research, Kaiser Permanente Colorado, Aurora
- Department of Biostatistics and Informatics, Colorado School of Public Health, Aurora
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