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Otachi JK, Thrasher SS, Tate M, Surratt HL. Perceived Social Isolation and Fentanyl Use Among Adults Who Inject Drugs in Rural Kentucky. SOCIAL WORK IN PUBLIC HEALTH 2025; 40:261-276. [PMID: 39971784 PMCID: PMC11932776 DOI: 10.1080/19371918.2025.2468818] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/21/2025]
Abstract
Despite evidence linking perceived social isolation (PSI) with substance use disorders (SUDs), limited research has examined its effect on fentanyl use among people who inject drugs (PWID). Cross-sectional data of 350 PWID in Appalachian Kentucky were utilized to examine the association between PSI and lifetime fentanyl use. Study findings highlighted a significant association between PSI and lifetime fentanyl use. Additionally, PWID with higher scores on the PSI scale tend to use fentanyl less frequently, suggesting that social isolation may serve as a protective factor against fentanyl use within our PWID sample. This raises a concern regarding PWID forming support networks that inadvertently contribute to increased fentanyl use rather than promote recovery. Examining networks among at-risk PWID can offer valuable insights into patterns of fentanyl use and related overdoses. This can aid the design of effective policies and interventions to promote behavior change, harm reduction, and SUD treatment engagement among PWID.
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Affiliation(s)
- Janet K. Otachi
- Department of Social Work and Urban Studies, Tennessee State University, Nashville, USA
| | | | - Miya Tate
- School of Social Work, University of Georgia, Athens, Georgia, USA
| | - Hilary L. Surratt
- Department of Behavioral Science, University of Kentucky, Lexington, USA
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Palamar JJ, Fitzgerald N, Carr TH, Cottler LB, Ciccarone D. National and regional trends in fentanyl seizures in the United States, 2017-2023. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2025; 138:104417. [PMID: 38744553 PMCID: PMC11531607 DOI: 10.1016/j.drugpo.2024.104417] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2023] [Revised: 03/31/2024] [Accepted: 04/01/2024] [Indexed: 05/16/2024]
Abstract
BACKGROUND Rates of synthetic opioid-related deaths over time and across regions have been compared within the US, but other indicator data could help inform prevention and harm reduction as well. We compared regional trends in fentanyl seizures to examine potential shifts in illicit fentanyl availability. METHODS Annual trends in fentanyl seizures were examined using data from High Intensity Drug Trafficking Areas for the US overall and by region from 2017 through 2023. Multiple measures included the number of seizures, the number of powder seizures, the number of pill seizures, the total weight of seizures, the number of pills seized, and the percentage of the number of pill seizures relative to the number of total seizures. RESULTS The percentage of seizures in pill form in the US increased from 10.3 % in 2017 to 49.0 % in 2023 (adjusted annual percentage change [AAPC]=25.2, 95 % CI: 17.6, 33.2), with 115.6 million individual pills seized in 2023. Pill weight related to total seizure weight also increased from 0.4 % to 54.5 % (AAPC=112.6, 95 % CI: 78.6, 153.2). In 2023, the plurality of seizures was in the West, in seven out of eight of our measures, with 77.8 % of seizures in the West being in pill form. Although the Midwest had lower prevalence of seizures than the West, there were notable increases in the Midwest in the number of pill seizures (AAPC=142.2, 95 % CI: 91.9, 205.8) and number of pills seized (AAPC=421.0, 95 % CI: 272.7, 628.4). Total weight of fentanyl seized increased the most in the West (AAPC=84.6, 95 % CI: 72.3, 97.8). CONCLUSIONS The number and size of fentanyl seizures is increasing in the US, with the majority of seizures, especially in pill form, in the West. Continued monitoring of regional shifts in the fentanyl supply can help inform targeted prevention and public health response.
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Affiliation(s)
- Joseph J Palamar
- NYU School of Medicine, Department of Population Health, New York, NY.
| | - Nicole Fitzgerald
- University of Florida, Department of Epidemiology, College of Public Health and Health Professions, College of Medicine, United States
| | - Thomas H Carr
- Office of National Drug Control Policy, Washington-Baltimore High Intensity Drug Trafficking Areas Program, United States; College of Public Affairs, Center for Drug Policy and Prevention, University of Baltimore, United States
| | - Linda B Cottler
- University of Florida, Department of Epidemiology, College of Public Health and Health Professions, College of Medicine, United States
| | - Daniel Ciccarone
- University of California, San Francisco, Department of Family and Community Medicine, San Francisco, CA
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Onohuean H, Oosthuizen F. The burden of unlawful use of opioid and associated epidemiological characteristics in Africa: A scoping review. PLoS One 2025; 20:e0317036. [PMID: 40053543 PMCID: PMC11888143 DOI: 10.1371/journal.pone.0317036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2023] [Accepted: 12/19/2024] [Indexed: 03/09/2025] Open
Abstract
INTRODUCTION There is an ongoing global upsurge of opioid misuse, fatal overdose and other related disorders, significantly affecting the African continent, due to resource-limited settings and poor epidemiological surveillance systems. This scoping review maps scientific evidence on epidemiological data on unlawful opioid use to identify knowledge gaps and policy shortcomings. METHOD The databases (PubMed, Scopus, Web of Sciences) and references were searched guided by Population, Concept, and Context (PCC) and PRISMA-ScR. The extracted characteristics examined were author/year, African country, epidemiological distribution, age group (year), gender, study design and setting, common opioid/s abused, sources of drugs, reasons for misuse, summary outcomes and future engagement. RESULTS A population of 55132 participated in the included studies of 68 articles, with the largest sample size of 17260 (31.31%) in a study done in South Africa, 11281(20.46%) in a study from Egypt and 4068 (7.38%) in a study from Ethiopia. The gender of the participants was indicated in 65(95.59%) papers. The mean and median age reported in 57(83.82%) papers were 15.9-38, and 22-31years. The majority of study-designs were cross-sectional, 44(64.71%), and the most used opioids were heroin, 14articles (20.59%), tramadol, 8articles (11.76%), and tramadol & heroin, 6 articles (8.82%) articles. Study-settings included urban community 15(22.06%), hospital 15(22.06%), university students 11(16.18%), and secondary school learners 6(8.82%). The highest epidemiological distributions were recorded in the South African study, 19615(35.60%), Egyptian study, 14627(26.54%), and Nigerian study 5895(10.70%). Nine (13.24%) papers reported major opioid sources as black market, friends, and drug dealers. To relieve stress, physical pain and premature ejaculation, improve mood and sleep-related problems and help to continue work, were the major reasons for taking these drugs as reported in twenty articles (29.41%). CONCLUSION The findings of this scoping review show significant knowledge gaps on opioid usage in the African continent. The epidemiological distribution of unlawful use of opioids among young adults, drivers, and manual labourers in both genders is evident in the findings. The reason for use necessity scrutinises the role of social interaction, friends and family influence on illicit opiate use. Therefore, there is a need for regular epidemiological surveillance and investigations into multilevel, value-based, comprehensive, and strategic long-term intervention plans to curb the opioid problem in the region.
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Affiliation(s)
- Hope Onohuean
- Biopharmaceutics Unit, Department of Pharmacology and Toxicology, Kampala International University Western Campus, Ishaka-Bushenyi, Uganda
- Discipline of Pharmaceutical Sciences, School of Health Sciences, Westville Campus, University of KwaZulu-Natal, Durban, South Africa
| | - Frasia Oosthuizen
- Discipline of Pharmaceutical Sciences, School of Health Sciences, Westville Campus, University of KwaZulu-Natal, Durban, South Africa
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Obert DP, Park GH, Strong K, Schreier D, Korn E, Troyas C, Vincent KF, Solt K. Repeated High-dose Fentanyl Administration in Rats Reveals Minimal Tolerance to Unconsciousness, Bradycardia, Muscle Rigidity, and Respiratory Depression. Anesthesiology 2025; 142:465-475. [PMID: 39705671 PMCID: PMC11813677 DOI: 10.1097/aln.0000000000005324] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2024]
Abstract
BACKGROUND Fentanyl is a synthetic opioid that is widely used in anesthesiology, but its illicit use is rapidly increasing. At high doses, fentanyl induces unconsciousness and muscle rigidity, the mechanisms of which are poorly understood. Since animal models are needed to study these effects, the aim of this study was to establish a rat model of fentanyl abuse and investigate the effects of repeated high-dose fentanyl injections on loss of righting reflex, heart rate, respiratory depression, muscle, and brain activity. METHODS Male and female Sprague-Dawley rats were studied (n = 40). A bolus of 100 µg/kg fentanyl was administered intravenously twice a week for 5 consecutive weeks. Time to return of righting reflex after fentanyl injection and changes in electromyography/electroencephalography activity as well as heart rate were analyzed. Additionally, arterial blood gas analysis for evaluation of ventilation was performed. Mixed-effect models with Dunnett test and effect sizes were used for statistical analysis. RESULTS Repeated injections resulted in a U-shaped change in time to return of righting reflex with the longest latency after the first exposure (median, 50 [first to third quartile, 36 to 56] min) and the shortest after the fifth exposure (16 [13 to 33] min). After fentanyl administration, heart rate dropped immediately by 225 beats/min (95% CI, 179 to 271; F = 3,952.16; P < 0.001), while electromyography activity increased by 291% (95% CI, 212 to 370; F = 27.51; P < 0.001) and partial pressure of arterial carbon dioxide increased by 49.4 mmHg (95% CI, 40.6 to 58.2; F = 75.97; P < 0.001) within 5 min after injection. Additionally, pH decreased by 0.48 (95% CI, 0.41 to 0.54; F = 142.00; P < 0.01), and partial pressure of arterial oxygen decreased by 50.4 mmHg (40.8 to 60.0; F = 57.90; P < 0.001). Repeated fentanyl exposures did not significantly affect the extent of these changes (EMG, F = 1.63, P = 0.237; partial pressure of arterial carbon dioxide, F = 1.23, P = 0.312; heart rate, F = 1.05, P = 0.400; pH, F = 3.05, P = 0.066; arterial partial pressure of oxygen, F = 3.35, P = 0.052). Electroencephalography analysis revealed that repeated fentanyl exposures elicited significantly higher absolute power in frequencies greater than 20 Hz as indicated by an area under the receiver operator characteristics curve greater than 0.7. CONCLUSIONS The authors established a rodent model of repeated high-dose fentanyl administration. Overall, significant evidence of tolerance was not observed after 10 exposures of high-dose fentanyl for any of the analyzed parameters. These results suggest that tolerance does not develop for fentanyl-induced unconsciousness, muscle rigidity, or respiratory depression.
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Affiliation(s)
- David P. Obert
- Department of Anesthesia, Critical Care and Pain Medicine, Massachusetts General Hospital, Boston, MA, USA
- Department of Anaesthesia, Harvard Medical School, Boston, MA, USA
- Department of Anesthesiology and Intensive Care Medicine, School of Medicine and Health, Technical University of Munich, Munich, Germany
| | - Gwi H. Park
- Department of Anesthesia, Critical Care and Pain Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Kaitlyn Strong
- Department of Anesthesia, Critical Care and Pain Medicine, Massachusetts General Hospital, Boston, MA, USA
- Brigham Young University, Provo, UT, USA
| | - David Schreier
- Department of Anesthesia, Critical Care and Pain Medicine, Massachusetts General Hospital, Boston, MA, USA
- Department of Anaesthesia, Harvard Medical School, Boston, MA, USA
- The Picower Institute for Learning and Memory, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Elizabeth Korn
- Department of Anesthesia, Critical Care and Pain Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Carla Troyas
- Department of Anesthesiology and Intensive Care Medicine, School of Medicine and Health, Technical University of Munich, Munich, Germany
| | - Kathleen F. Vincent
- Department of Anesthesia, Critical Care and Pain Medicine, Massachusetts General Hospital, Boston, MA, USA
- Department of Anaesthesia, Harvard Medical School, Boston, MA, USA
| | - Ken Solt
- Department of Anesthesia, Critical Care and Pain Medicine, Massachusetts General Hospital, Boston, MA, USA
- Department of Anaesthesia, Harvard Medical School, Boston, MA, USA
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Srinivasan S, Shrestha S, Harris DR, Lewis O, Rock P, Silwal A, Pustz J, Oh S, Barboza-Salerno G, Stopka TJ. Employment industry and opioid overdose risk: A pre- and post-COVID-19 comparison in Kentucky and Massachusetts 2018-2021. Spat Spatiotemporal Epidemiol 2025; 52:100701. [PMID: 39955123 DOI: 10.1016/j.sste.2024.100701] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/19/2024] [Revised: 11/08/2024] [Accepted: 11/20/2024] [Indexed: 02/17/2025]
Abstract
The COVID-19 pandemic has exacerbated the risk of opioid-related harm, and previous studies suggest a connection between opioid overdose risk and industry of employment. We used descriptive and spatial-statistical tests with opioid overdose data from the vital records offices of Kentucky and Massachusetts to examine opioid overdose rates by employment industry before and after COVID-19 emergency declarations. Both states had consistently high rates of opioid-related overdose mortality for individuals employed in the construction and arts, recreation, food services, and accommodation service industries. Additionally in both states, census tracts with a high percentage of renters and non-Hispanic Black residents were more likely to be located in fatal opioid-related overdose hotspots following the initial surge of COVID-19 cases. In Kentucky, census tracts with higher percentages of employment in the transportation and other services were more likely to be located in an overdose hotspot before and after the COVID-19 emergency declaration, while in Massachusetts the same was true for census tracts with high employment in manufacturing, agriculture, forest, and fisheries, and hunting.
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Affiliation(s)
- Sumeeta Srinivasan
- Department of Urban and Environmental Policy and Planning, Tufts University, 503 Boston Ave, Medford MA 02155, USA.
| | - Shikhar Shrestha
- Department of Public Health and Community Medicine, Tufts University School of Medicine, 136 Harrison Ave, Boston, MA 02111, USA.
| | - Daniel R Harris
- College of Pharmacy, University of Kentucky, 789 S Limestone, Lexington, KY 40508, USA.
| | - Olivia Lewis
- Department of Public Health and Community Medicine, Tufts University School of Medicine, 136 Harrison Ave, Boston, MA 02111, USA.
| | - Peter Rock
- Substance Use Priority Research Area, Office of the Vice President for Research, University of Kentucky, Lexington, KY, USA.
| | - Anita Silwal
- Community Health Sciences, Counseling & Counseling Psychology, Oklahoma State University, 441 Willard Hall, Stillwater, OK 74078, USA.
| | - Jennifer Pustz
- Department of Public Health and Community Medicine, Tufts University School of Medicine, 136 Harrison Ave, Boston, MA 02111, USA.
| | - Sehun Oh
- College of Social Work, Ohio State University, 1947 College Rd N, Columbus, OH 43210, USA.
| | - Gia Barboza-Salerno
- College of Social Work, Ohio State University, 1947 College Rd N, Columbus, OH 43210, USA.
| | - Thomas J Stopka
- Department of Public Health and Community Medicine, Tufts University School of Medicine, 136 Harrison Ave, Boston, MA 02111, USA.
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Gutkind S, Marziali ME, Bruzelius E, Mannes ZL, Martins SS, Hasin DS, Mauro PM. Misclassification of opioid-involvement in drug-related overdose deaths in the United States: A scoping review. Ann Epidemiol 2025; 102:8-22. [PMID: 39716608 PMCID: PMC11916924 DOI: 10.1016/j.annepidem.2024.12.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2024] [Revised: 12/16/2024] [Accepted: 12/18/2024] [Indexed: 12/25/2024]
Abstract
PURPOSE Most drug-related deaths in the United States (US) in 2022 involved opioids. However, methodological challenges in overdose surveillance may contribute to underestimation of opioid involvement in the overdose crisis. This scoping review aimed to synthesize existing literature to examine the breadth and contributing sources of misclassification of opioid-related overdose deaths. METHODS In October 2022, we searched PubMed, Web of Science, and Scopus for studies on overdose surveillance, death certificates, and medicolegal death investigation (MDI) systems in the US published in 2013-2022. Two reviewers independently screened abstracts, reviewed full-texts, and performed data extraction of study characteristics. RESULTS We identified 17 studies examining misclassification in drug-related deaths. Across studies, opioid involvement in drug-related deaths was underestimated nationally by 20-35 %. Unspecified drug-related deaths differed by geographic areas and MDI systems and decreased over time. States/counties with coroner MDI systems were more likely to report unspecified overdose deaths than those with medical examiners. Integrating toxicology testing, death scene investigations, and other data with death certificates identified additional opioid-related overdose deaths, particularly those involving heroin. CONCLUSIONS Findings highlight the need for additional resources for surveillance efforts, training for coroners, and data integration to improve reporting of opioid involvement in overdose deaths to inform interventions.
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Affiliation(s)
- Sarah Gutkind
- Department of Epidemiology, Columbia University Mailman School of Public Health, 722 W 168th St, New York, NY 10032, United States.
| | - Megan E Marziali
- Department of Epidemiology, Columbia University Mailman School of Public Health, 722 W 168th St, New York, NY 10032, United States.
| | - Emilie Bruzelius
- Department of Epidemiology, Columbia University Mailman School of Public Health, 722 W 168th St, New York, NY 10032, United States.
| | - Zachary L Mannes
- Department of Epidemiology, Columbia University Mailman School of Public Health, 722 W 168th St, New York, NY 10032, United States; Department of Emergency Medicine, Columbia University, 530 W 166th St, New York, NY 10032, United States.
| | - Silvia S Martins
- Department of Epidemiology, Columbia University Mailman School of Public Health, 722 W 168th St, New York, NY 10032, United States.
| | - Deborah S Hasin
- Department of Epidemiology, Columbia University Mailman School of Public Health, 722 W 168th St, New York, NY 10032, United States; New York State Psychiatric Institute, 1051 Riverside Dr, New York, NY 10032, United States.
| | - Pia M Mauro
- Department of Epidemiology, Columbia University Mailman School of Public Health, 722 W 168th St, New York, NY 10032, United States.
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Feng J, Xu N, Wang L, Wang H, Zhou Y, Shen Q. Synaptic Structure and Transcriptomic Profiling of Reward and Sensory Brain Areas in Male Mice of Fentanyl Addiction. Subst Abuse Rehabil 2024; 15:233-245. [PMID: 39659661 PMCID: PMC11630728 DOI: 10.2147/sar.s484167] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2024] [Accepted: 11/19/2024] [Indexed: 12/12/2024] Open
Abstract
Background Opioid-based medications are powerful analgesics commonly prescribed for pain management, but they are also highly addictive. The over-prescription of opioids analgesics has triggered current opioid crisis, which now has expanded to heroin and illicit synthetic opioids like fentanyl and its analogues. The side effects of fentanyl abuse have been well recognized, yet the underlying molecular adaptations across brain regions upon fentanyl exposure remain elusive. Methods The transmission electron microscopy (TEM) and next-generation RNA-sequencing (RNA-seq) were used to investigate the ultrastructure synaptic alterations and transcriptional profiling changes of reward and sensory brain regions in mice after fentanyl exposure. Results The naloxone-precipitated acute withdrawal symptoms were observed in mice exposed to fentanyl. Results of TEM showed an increase in the number of synapses, widening of synaptic gaps, and thickening of postsynaptic density in the NAc of the fentanyl addiction mice, accompanied by obvious mitochondrial swelling. RNA-seq identified differentially expressed genes (DEGs) in prefrontal cortex of mice brains after fentanyl exposure, and the expression of some addiction-related genes such as Calm4, Cdh1, Drd1/2/3/4, F2rl2, Gabra6, Ht2cr, Oprk1 and Rxfp3 showed the most striking changes among experimental groups. KEGG enrichment analysis indicated that these DEGs were related to the development of addiction behavior, dopaminergic/GABAergic/serotonergic synapse, synapse assembly/synaptic plasticity/synaptic vesicle cycle, cAMP/MAPK signaling pathway, neuroactive ligand-receptor interactions. These transcriptomic changes may be correlated with the structural and behavioral changes observed in fentanyl-exposed mice. Discussion The findings of this study contribute to a better understanding of the molecular mechanism of addiction behavior, which is essential for the development of optimized therapy strategies for addicts.
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Affiliation(s)
- Junli Feng
- Collaborative Innovation Center of Seafood Deep Processing, Zhejiang Province Joint Key Laboratory of Aquatic Products Processing, Institute of Seafood, Zhejiang Gongshang University, Hangzhou, 310012, People’s Republic of China
| | - Ningsi Xu
- Collaborative Innovation Center of Seafood Deep Processing, Zhejiang Province Joint Key Laboratory of Aquatic Products Processing, Institute of Seafood, Zhejiang Gongshang University, Hangzhou, 310012, People’s Republic of China
| | - Linhua Wang
- Hangzhou Linping Hospital of Traditional Chinese Medicine, Linping, Zhejiang, 311106, People’s Republic of China
| | - Haixing Wang
- Key Laboratory of Drug Monitoring and Control of Zhejiang Province, National Narcotics Laboratory Zhejiang Regional Center, Hangzhou, 310053, People’s Republic of China
| | - Yi Zhou
- Key Laboratory of Drug Monitoring and Control of Zhejiang Province, National Narcotics Laboratory Zhejiang Regional Center, Hangzhou, 310053, People’s Republic of China
| | - Qing Shen
- The Joint Innovation Center for Health & Medicine, The Quzhou Affiliated Hospital of Wenzhou Medical University, Quzhou People’s Hospital, Quzhou, 324000, People’s Republic of China
- Laboratory of Food Nutrition and Clinical Research, Zhejiang Gongshang University, Hangzhou, 310012, People’s Republic of China
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Davis MP, DiScala S, Davis A. Respiratory Depression Associated with Opioids: A Narrative Review. Curr Treat Options Oncol 2024; 25:1438-1450. [PMID: 39432171 DOI: 10.1007/s11864-024-01274-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/10/2024] [Indexed: 10/22/2024]
Abstract
OPINION All opioids have a risk of causing respiratory depression and reduced cerebral circulation. Fentanyl has the greatest risk of causing both. This is particularly a concern when combined with illicit opioids such as diamorphine (also known as heroin). Fentanyl should not be used as a frontline potent opioid due its significant risks. Buprenorphine, a schedule III opioid, morphine, or hydromorphone is preferred, followed by oxycodone, which has a significant risk of abuse relative to buprenorphine and morphine. Although all opioids were equally effective in producing analgesia, the relative safety of each opioid is no longer a secondary concern when prescribing. In the face of an international opioid epidemic, clinicians need to choose opioid analgesics safely, wisely, and carefully.
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Affiliation(s)
| | - Sandra DiScala
- West Palm Beach VA Healthcare System, West Palm Beach, Florida, USA
| | - Amy Davis
- Drexel University College of Medicine, Philadelphia, PA, USA
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Shaykin JD, Denehy ED, Martin JR, Chandler CM, Luo D, Taylor CE, Sunshine MD, Turner JR, Alilain WJ, Prisinzano TE, Bardo MT. Targeting α 1- and α 2-adrenergic receptors as a countermeasure for fentanyl-induced locomotor and ventilatory depression. ENVIRONMENTAL TOXICOLOGY AND PHARMACOLOGY 2024; 110:104527. [PMID: 39106924 PMCID: PMC11423298 DOI: 10.1016/j.etap.2024.104527] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/03/2024] [Revised: 07/12/2024] [Accepted: 08/02/2024] [Indexed: 08/09/2024]
Abstract
This study assessed the ability of α1 and α2-adrenergic drugs to decrease fentanyl-induced locomotor and ventilatory depression. Rats were given saline or fentanyl, followed by: (1) naltrexone, (2) naloxone, (3) nalmefene, (4) α1 agonist phenylephrine, (5) α1 antagonist prazosin, (6) α1D antagonist BMY-7378, (7) α2 agonist clonidine, (8) α2 antagonist yohimbine or (9) vehicle. All µ-opioid antagonists dose-dependently reversed fentanyl-induced locomotor and ventilatory depression. While the α1 drugs did not alter the effects of fentanyl, clonidine dose-dependently decreased locomotion and respiration with and without fentanyl. Conversely, yohimbine given at a low dose (0.3-1 mg/kg) stimulated ventilation when given alone and higher doses (>1 mg/kg) partially reversed (∼50 %) fentanyl-induced ventilatory depression, but not locomotor depression. High doses of yohimbine in combination with a suboptimal dose of naltrexone reversed fentanyl-induced ventilatory depression, suggestive of additivity. Yohimbine may serve as an effective adjunctive countermeasure agent combined with naltrexone to rescue fentanyl-induced ventilatory depression.
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Affiliation(s)
- Jakob D Shaykin
- Department of Psychology, University of Kentucky, Lexington, KY, USA
| | - Emily D Denehy
- Department of Psychology, University of Kentucky, Lexington, KY, USA
| | - Jocelyn R Martin
- Department of Psychology, University of Kentucky, Lexington, KY, USA
| | - Cassie M Chandler
- Department of Psychology, University of Kentucky, Lexington, KY, USA
| | - Dan Luo
- College of Pharmacy, University of Kentucky, Lexington, KY, USA
| | - Chase E Taylor
- Spinal Cord and Brain Injury Research Center (SCoBIRC) and Department of Neuroscience, University of Kentucky, Lexington, KY, USA
| | - Michael D Sunshine
- Spinal Cord and Brain Injury Research Center (SCoBIRC) and Department of Neuroscience, University of Kentucky, Lexington, KY, USA
| | - Jill R Turner
- College of Pharmacy, University of Kentucky, Lexington, KY, USA
| | - Warren J Alilain
- Spinal Cord and Brain Injury Research Center (SCoBIRC) and Department of Neuroscience, University of Kentucky, Lexington, KY, USA
| | | | - Michael T Bardo
- Department of Psychology, University of Kentucky, Lexington, KY, USA.
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10
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Bruzelius E, Palamar JJ, Fitzgerald ND, Cottler LB, Carr TC, Martins SS. Law enforcement fentanyl seizures and overdose mortality in US counties, 2013-2020. Drug Alcohol Depend 2024; 262:111400. [PMID: 39079225 PMCID: PMC11422803 DOI: 10.1016/j.drugalcdep.2024.111400] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/20/2023] [Revised: 07/02/2024] [Accepted: 07/10/2024] [Indexed: 08/03/2024]
Abstract
BACKGROUND The spread of illicitly manufactured fentanyl is driving steep increases in US overdose deaths. Fentanyl seizures are correlated with state-level opioid-related mortality; however, more granular seizure surveillance information has the potential to better inform overdose prevention and harm reduction efforts. METHODS Using data on fentanyl pill and powder seizures from High Intensity Drug Trafficking Areas (HIDTA), we tested associations between seizure prevalence and overdose mortality, from 2013 to 2020. The primary exposure-seizure burden-was constructed by identifying counties having high (above the median) prevalence of pill, powder, or combined pill/powder seizure burden per 100,000 population. Poisson models accounted for county demographic, law enforcement and time trends. RESULTS During the timeframe, there were 13,842 fentanyl seizures in 606 US counties. In adjusted models, counties with a high burden of pill or powder fentanyl seizures, or both (combined pills/powder) exhibited higher total overdose mortality than non-high burden counties (pills adjusted prevalence ratio [aPR]: 1.10 [95 % confidence interval [CI]: 1.08, 1.12]; powder aPR 1.12 [CI: 1.11, 1.13]; combined pills/powder aPR: 1.27 [CI: 1.25, 1.29]). A similar pattern of associations with fentanyl seizure burden was noted for overdose deaths involving synthetic opioids (pills [aPR]: 0.99 [CI: 0.96, 1.02]; powder aPR 1.29 [CI: 1.27, 1.30]; combined pills/powder aPR 1.55 [CI: 1.52, 1.58]). CONCLUSIONS Law enforcement data on fentanyl seizures predicts drug overdose mortality at the county-level. Integrating these data with more traditional epidemiologic surveillance approaches has the potential to inform community overdose response efforts.
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Affiliation(s)
- Emilie Bruzelius
- Department of Epidemiology, Columbia University Mailman School of Public Health, New York, NY, United States.
| | - Joseph J Palamar
- Department of Population Health, NYU Langone Health, New York, NY, United States
| | - Nicole D Fitzgerald
- Department of Epidemiology, College of Public Health and Health Professions, College of Medicine University of Florida, Gainesville, FL, United States
| | - Linda B Cottler
- Department of Epidemiology, College of Public Health and Health Professions, College of Medicine University of Florida, Gainesville, FL, United States
| | - Thomas C Carr
- College of Public Affairs, Center for Drug Policy and Prevention, University of Baltimore, United States; Office of National Drug Control Policy, Washington-Baltimore High Intensity Drug Trafficking Areas Program, Center for Drug Policy and Prevention, University of Baltimore, United States
| | - Silvia S Martins
- Department of Epidemiology, Columbia University Mailman School of Public Health, New York, NY, United States
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Dickson MF, Annett J, Walker M, Leukefeld C, Webster JM, Levi MM, Tillson M, Staton M. Overdose Experiences Among a Sample of Women in Jail with Opioid Use Disorder. Subst Use Misuse 2024; 59:1911-1920. [PMID: 39069728 PMCID: PMC11444883 DOI: 10.1080/10826084.2024.2383982] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 07/30/2024]
Abstract
Background: Previous non-fatal overdose may increase risk of overdose fatality for women reentering the community following incarceration, but pre-incarceration overdose experiences are understudied. This study describes the prevalence and correlates of non-fatal overdose prior to jail among women with opioid use disorder (OUD). Methods: Women (N = 700) were randomly selected from eight Kentucky jails, screened for OUD, and interviewed as part of the NIDA-funded Kentucky Justice Community Opioid Innovation Network (JCOIN) trial. Descriptive statistics were used to examine women's prior overdose experiences, while bivariate analyses and logistic regression were used to identify correlates of overdose in the 90 days prior to jail. Results: Analyses found that 55.4% of women had overdosed in their lifetime, and 21.4% overdosed in the 90 days prior to jail. Of those who overdosed in the 90 days prior to jail, heroin (80.7%) was the most-commonly used drug prior to overdose, 35.2% received emergency, medically-attended services post-overdose, and 92.4% were administered naloxone - primarily by acquaintances. Overdosing in the 90 days prior to jail was positively correlated with identifying as a sexual minority, being from an urban community, childhood victimization, as well as recent heroin, fentanyl, and injection drug use. Conclusions: Findings indicate that prior overdose is common among jailed women with OUD, and although naloxone was often administered, few women received medically-attended services post-overdose. Results highlight the importance of distributing naloxone to community members and women reentering the community from jail, and suggest additional research is needed to understand factors inhibiting medical care following an overdose.
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Affiliation(s)
- Megan F. Dickson
- University of Kentucky Center on Drug and Alcohol Research, 643 Maxwelton Ct, Lexington, KY 40508, USA
- University of Kentucky College of Medicine, Department of Behavioral Science,109 Medical Behavioral Science Building, Lexington, KY 40536, USA
| | - Jaxin Annett
- University of Kentucky Center on Drug and Alcohol Research, 643 Maxwelton Ct, Lexington, KY 40508, USA
| | - Meghan Walker
- University of Kentucky College of Medicine, 800 Park St, Bowling Green, KY 42101, USA
| | - Carl Leukefeld
- University of Kentucky Center on Drug and Alcohol Research, 643 Maxwelton Ct, Lexington, KY 40508, USA
- University of Kentucky College of Medicine, Department of Behavioral Science,109 Medical Behavioral Science Building, Lexington, KY 40536, USA
| | - J. Matthew Webster
- University of Kentucky Center on Drug and Alcohol Research, 643 Maxwelton Ct, Lexington, KY 40508, USA
- University of Kentucky College of Medicine, Department of Behavioral Science,109 Medical Behavioral Science Building, Lexington, KY 40536, USA
| | - Mary M. Levi
- Department of Psychology, University of Kentucky College of Arts and Sciences, Lexington, KY, USA
| | - Martha Tillson
- University of Kentucky Center on Drug and Alcohol Research, 643 Maxwelton Ct, Lexington, KY 40508, USA
| | - Michele Staton
- University of Kentucky Center on Drug and Alcohol Research, 643 Maxwelton Ct, Lexington, KY 40508, USA
- University of Kentucky College of Medicine, Department of Behavioral Science,109 Medical Behavioral Science Building, Lexington, KY 40536, USA
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Delcher C, Quesinberry D, Torabi S, Berry S, Keck JW, Rani A, Subedi B. Wastewater Surveillance for Xylazine in Kentucky. AJPM FOCUS 2024; 3:100203. [PMID: 38883693 PMCID: PMC11180370 DOI: 10.1016/j.focus.2024.100203] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/18/2024]
Abstract
Introduction In the U.S., xylazine, the veterinary non-opioid sedative, has emerged as a major threat to people who use illicitly manufactured fentanyl and other drugs. The aim of this study was to compare wastewater detection of xylazine with other public health and safety surveillance data from 2019 to 2023 in Kentucky. Methods Wastewater samples from 5 rest areas, 2 truck weigh stations, and 4 wastewater treatment plants were tested for xylazine. Wastewater xylazine positivity rates were compared with xylazine-positive submission rates from the National Forensic Laboratory Information System and Kentucky's fatal overdoses in 6-month periods (Period 1=January-June; Period 2=July-December). Results Xylazine was detected in 61.6% (424 of 688) of daily wastewater samples from roadway sites/wastewater treatment plants. For roadways, detection increased from 55% (Period 1, 2021) to 94% (Period 1, 2023), and wastewater treatment plants had an overall detection of 25.8% (n=66 samples, Periods 1 and 2, 2022). Increasing roadway positivity corresponded to trends in National Forensic Laboratory Information System xylazine-positive submission rates: from 0.19 per 1,000 submissions (Period 1, 2019) to 2.9 per 1,000 (Period 2, 2022, latest available). No deaths from xylazine were reported publicly in Kentucky, although this study's authors identified 1-4 deaths (true count suppressed) in the overdose surveillance system, which, in back-of-the-envelope comparisons with other states, is far fewer than expected. Conclusions Wastewater signals indicate broad geographic exposure to xylazine in Kentucky, yet health outcomes data suggest otherwise. These findings may inform regional, national, and international efforts to incorporate wastewater-based drug surveillance. Harm-reduction activities along roadways and other suitable locations may be needed.
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Affiliation(s)
- Chris Delcher
- Institute for Pharmaceutical Outcomes and Policy, College of Pharmacy, University of Kentucky, Lexington, Kentucky
| | - Dana Quesinberry
- Department of Health Management & Policy, College of Public Health, University of Kentucky, Lexington, Kentucky
| | - Soroosh Torabi
- Department of Mechanical and Aerospace Engineering, University of Kentucky, Lexington, Kentucky
| | - Scott Berry
- Department of Mechanical and Aerospace Engineering, University of Kentucky, Lexington, Kentucky
- Department of Biomedical Engineering, University of Kentucky, Lexington, Kentucky
| | - James W. Keck
- Department of Family and Community Medicine, University of Kentucky, Lexington, Kentucky
| | - Abhya Rani
- Department of Chemistry, Murray State University, Murray, Kentucky
| | - Bikram Subedi
- Department of Chemistry, Murray State University, Murray, Kentucky
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Thumma A, Mfoafo K, Babanejad N, Omidian A, Omidi Y, Omidian H. Abuse potential of fentanyl and fentanyl analogues. BIOIMPACTS : BI 2024; 14:27691. [PMID: 39493900 PMCID: PMC11530972 DOI: 10.34172/bi.2024.27691] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 11/12/2022] [Revised: 02/02/2024] [Accepted: 03/05/2024] [Indexed: 11/05/2024]
Abstract
Introduction In this perspective review, we evaluated the clinical management of fatal fentanyl overdose in several routes of administration, concentrating on both legally prescribed and illegally produced formulations. Methods A literature search was conducted on Web of Science, PubMed, and Google Scholar databases, using the following keywords: fentanyl, illicit fentanyl, deaths, misuse, abuse, and naloxone. We included only articles whose abstracts were available in English. All articles were screened using their abstracts to determine their relevance to the current review. Results The gold standard for treating both acute and chronic pain is fentanyl, but abuse of the drug has exploded globally since the late 2000s. Fentanyl abuse has been shown to frequently result in serious harm and even death. Conclusion By educating patients and physicians, making rescue kits easily accessible, developing vaccines to prevent opioid addiction, and perhaps even creating new tamper-resistant fentanyl formulations, it may be possible to prevent fentanyl misuse, therapeutic errors, and the repercussions that follow.
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Affiliation(s)
- Anusha Thumma
- College of Pharmacy, Nova Southeastern University, Fort Lauderdale, FL, United States
| | - Kwadwo Mfoafo
- College of Pharmacy, Nova Southeastern University, Fort Lauderdale, FL, United States
| | - Niloofar Babanejad
- College of Pharmacy, Nova Southeastern University, Fort Lauderdale, FL, United States
| | - Alborz Omidian
- Westchester Medical Center, Department of Psychiatry, Valhalla, NY, United States
| | - Yadollah Omidi
- College of Pharmacy, Nova Southeastern University, Fort Lauderdale, FL, United States
| | - Hamid Omidian
- College of Pharmacy, Nova Southeastern University, Fort Lauderdale, FL, United States
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14
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Cano M, Timmons P, Hooten M, Sweeney K, Oh S. A scoping review of law enforcement drug seizures and overdose mortality in the United States. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2024; 124:104321. [PMID: 38211403 PMCID: PMC10942655 DOI: 10.1016/j.drugpo.2024.104321] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2023] [Revised: 12/21/2023] [Accepted: 01/02/2024] [Indexed: 01/13/2024]
Abstract
BACKGROUND Leveraging law enforcement drug seizure data to better respond to the overdose crisis requires an understanding of available evidence and knowledge gaps regarding relationships between drug seizures and overdose mortality. OBJECTIVE This scoping review summarized peer-reviewed literature on associations between law enforcement drug seizures and drug-related mortality in the United States (US) in the era of illicitly-manufactured fentanyl, comparing study data sources, measures, methodologies, settings, and findings. METHODS We identified 388 non-duplicate records from three online databases searched on May 23, 2023. After title/abstract and full-text screening by two independent reviewers, 14 studies met the criteria for inclusion. The included studies tested the association between a measure related to law enforcement drug seizures and an overdose mortality outcome in the US and were published in English, in peer-reviewed journals, during or after 2013. RESULTS Four of 14 studies (29%) included data from the entire US, while the remaining studies focused on an individual state/city/county or a group of states/cities/counties. Synthetic opioid/fentanyl seizures represented the most frequently examined drug seizure category, and overdose deaths overall (involving any drugs) represented the most frequently examined outcome. Most studies used counts/rates of drug seizures, with fewer studies examining dosage/weight, drug combinations, the proportion of drug seizures involving a specific drug, or spatiotemporal distribution. The majority (86%) of studies reported at least one statistically significant positive association between a law enforcement drug seizure measure and an overdose mortality outcome, most consistently for fentanyl-related seizures. Results were relatively less consistent for seizures involving stimulants and other drugs. CONCLUSIONS Studies in this review provided consistent evidence that fentanyl-related seizure measures are positively associated with overdose mortality outcomes, despite the limitations inherent in drug seizure data, even in the absence of available information regarding seizure weight or dosage.
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Affiliation(s)
- Manuel Cano
- School of Social Work, Arizona State University, USA.
| | | | | | - Kaylin Sweeney
- College of Health Solutions, Arizona State University, USA
| | - Sehun Oh
- College of Social Work, The Ohio State University, USA
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15
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Rock P, Slavova S, Westgate PM, Nakamura A, Walsh SL. Examination of naloxone dosing patterns for opioid overdose by emergency medical services in Kentucky during increased fentanyl use from 2018 to 2021. Drug Alcohol Depend 2024; 255:111062. [PMID: 38157702 PMCID: PMC11057324 DOI: 10.1016/j.drugalcdep.2023.111062] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/08/2023] [Revised: 12/01/2023] [Accepted: 12/07/2023] [Indexed: 01/03/2024]
Abstract
BACKGROUND Fatal overdoses involving fentanyl/fentanyl analogs (F/FA) have increased in the US, raising questions about naloxone doses for F/FA overdose reversal. Emergency medical services (EMS) data provide an opportunity to examine naloxone administration changes as fentanyl increases in the illicit opioid supply. METHODS Administered naloxone intranasal-equivalent total dose (INTD) in milligrams (mg) was calculated for Kentucky EMS suspected opioid overdose (SOO) encounters (n=33,846), 2018-2021, and patterns of administration were examined. County-level F/FA availability was measured as 1) proportion of fatal drug overdoses involving F/FA, and 2) F/FA police seizures. Linear mixed models estimated changes in INTD in relation to local F/FA availability accounting for patient characteristics. RESULTS From 2018-2021, SOOs increased by 44% (6853 to 9888) with an average INTD increase from 4.5mg to 4.7mg, with more than 99% of encounters resulting in successful reversal each year. For SOO encounters examined by outcome at the scene (i.e., non-fatal fatal vs fatal), average INTD for non-fatal were 4.6mg compared to 5.9mg for fatal overdoses. Mixed modeling found no significant relationship between INTD and the two measures for local F/FA availability. CONCLUSION As F/FA-involved overdose risk increased, we observed a modest increase in INTD administered in SOO EMS encounters - just slightly higher than the 4mg standard dose. The lack of significant relationship between F/FA and naloxone dose suggests that naloxone utilization in SOO with EMS involvement remains effective for overdose reversal, and that EMS naloxone dosing patterns have not changed substantially.
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Affiliation(s)
- Peter Rock
- Substance Use Priority Research Area, Office of the Vice President for Research, University of Kentucky, Lexington, KY, USA,.
| | - Svetla Slavova
- Department of Biostatistics, College of Public Health, University of Kentucky, Lexington, KY, USA,; Kentucky Injury Prevention and Research Center, University of Kentucky, Lexington, KY, USA,.
| | - Philip M Westgate
- Department of Biostatistics, College of Public Health, University of Kentucky, Lexington, KY, USA,.
| | - Aisaku Nakamura
- Kentucky Injury Prevention and Research Center, University of Kentucky, Lexington, KY, USA,.
| | - Sharon L Walsh
- Center on Drug and Alcohol Research, University of Kentucky, Lexington, KY, USA; Department of Behavioral Science, College of Medicine, University of Kentucky, Lexington, KY, USA,.
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16
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Tipping AD, Nowels M, Moore C, Samples H, Crystal S, Olfson M, Williams AR, Heaps-Woodruff J. Association of medications for opioid use disorder with reduced risk of repeat opioid overdose in Medicaid: A cohort study. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2024; 157:209218. [PMID: 37984564 PMCID: PMC10922317 DOI: 10.1016/j.josat.2023.209218] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/25/2023] [Revised: 06/03/2023] [Accepted: 11/13/2023] [Indexed: 11/22/2023]
Abstract
INTRODUCTION Following a nonfatal opioid overdose, patients are at high risk for repeat overdose. The objective of this study was to examine the association of MOUD after nonfatal opioid overdose with risk of repeat overdose in the following year. METHODS This retrospective cohort study analyzed Missouri Medicaid claims from July 2012 to December 2021. The study identified opioid overdoses occurring between 2013 and 2020 using diagnosis codes for opioid poisoning in an inpatient or emergency department setting. The study implemented Cox models with a time-varying covariate for post-overdose receipt of MOUD. RESULTS During the study period, MOUD receipt after overdose more than tripled, from 4.8 % to 18.9 %. Overall, only 12.1 % of patients received MOUD in the year after index. MOUD during follow-up was associated with significantly lower risk of repeat overdose (HR = 0.34, 95 % CI = 0.14-0.82). Out of 3017 individuals meeting inclusion criteria, 13.6 % had a repeat opioid overdose within 1 year. Repeat overdose risk was higher for those whose index overdose involved heroin or synthetic opioids (HR = 1.71, 95 % CI = 1.35-2.15), but MOUD was associated with significantly reduced risk in this group (HR = 0.34, 95 % CI = 0.13-0.92). CONCLUSIONS MOUD receipt was associated with reduced risk of repeat overdose. Those whose index overdoses involved heroin or synthetic opioids were at greater risk of repeat overdose, but MOUD was associated with reduced risk in this group.
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Affiliation(s)
- Andrew D Tipping
- Missouri Institute of Mental Health, University of Missouri - St. Louis, 1 University Blvd, St. Louis, MO 63121, USA.
| | - Molly Nowels
- Center for Health Services Research, Institute for Health, Rutgers University, 112 Paterson Street, New Brunswick, NJ 08901, USA.
| | - Clara Moore
- Missouri Institute of Mental Health, University of Missouri - St. Louis, 1 University Blvd, St. Louis, MO 63121, USA.
| | - Hillary Samples
- Center for Health Services Research, Institute for Health, Rutgers University, 112 Paterson Street, New Brunswick, NJ 08901, USA.
| | - Stephen Crystal
- Center for Health Services Research, Institute for Health, Rutgers University, 112 Paterson Street, New Brunswick, NJ 08901, USA; School of Social Work, Rutgers University, 536 George Street, New Brunswick, NJ 08901, USA.
| | - Mark Olfson
- Vagelos College of Physicians and Surgeons, 630 W 168th St, Columbia University, New York, NY 10032, USA; Mailman School of Public Health, Columbia University, 722 W 168th St., New York, NY 10032, USA.
| | - Arthur Robinson Williams
- Department of Psychiatry, New York State Psychiatric Institute, Columbia University Medical Center, 1051 Riverside Dr., New York, NY 10032, USA.
| | - Jodi Heaps-Woodruff
- Missouri Institute of Mental Health, University of Missouri - St. Louis, 1 University Blvd, St. Louis, MO 63121, USA.
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Onohuean H, Oosthuizen F. Multinational appraisal of the epidemiological distribution of opioid fatalities: a systematic review and meta-analysis. Front Psychiatry 2024; 14:1290461. [PMID: 38250280 PMCID: PMC10796457 DOI: 10.3389/fpsyt.2023.1290461] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/08/2023] [Accepted: 11/09/2023] [Indexed: 01/23/2024] Open
Abstract
Background The global or multinational scientific evidence on the distribution of opioid fatality is unknown. Hence, the current study collects epidemiological characteristics to shed light on the ongoing global or multinational opioid crisis and to promote the development of public health prevention/management strategies. Method All documents on PRISMA standards were retrieved via electronic databases. Results Among the 47 articles relevant to our studies, which depict a total population size of 10,191 individuals, the prevalence of opioid fatal overdose was 15,022 (14.74%). Among the 47 articles, 14 of them reported the gender of the participants, with 22,125 (15.79%) male individuals and 7,235 (5.17%) female individuals, and the age distribution of the participants that was most affected by the overdose was as follows: 29,272 (31.13%) belonged to the 18-34-year-old age group and 25,316 (26.92%) belonged to the less than 18-year-old age group. Eighteen studies qualified for the meta-analysis of the multinational prevalence of fatal opioid overdose, depicting an overall pooled prevalence estimate of 19.66%, with 95% CIs (0.13-0.29), I2 = 99.76% determined using the random-effects model, and Q statistic of 7198.77 (p < 0.0001). The Egger test models of publication bias revealed an insubstantial level of bias (p = 0.015). The subgroup analysis of the study design (cohort or other) revealed that others have the highest prevalence estimate of 34.37, 95% CIs (0.1600-0.5901), I2 = 97.04%, and a sample size of less than 1,000 shows the highest prevalence of 34.66, 95% CIs (0.2039-0.5234), I2 = 97.82%, compared to that of more than 1,000 with a prevalence of 12.28, 95% CIs (0.0675-0.2131), I2 = 99.85%. The meta-regression analysis revealed that sample size (less-than or greater-than 1,000), (p = 0.0098; R2 = 3.83%) is significantly associated with the observed heterogeneity. Conclusion Research-based findings of fatal opioid overdose are grossly lacking in middle- and low-income nations. We established that there is a need for opioid fatality surveillance systems in developing nations.
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Affiliation(s)
- Hope Onohuean
- Biopharmaceutics Unit, Department of Pharmacology and Toxicology, Kampala International University Western Campus, Ishaka-Bushenyi, Uganda
- Discipline of Pharmaceutical Sciences, College of Health Sciences, University of KwaZulu-Natal, Durban, South Africa
| | - Frasia Oosthuizen
- Discipline of Pharmaceutical Sciences, College of Health Sciences, University of KwaZulu-Natal, Durban, South Africa
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Cano M, Daniulaityte R, Marsiglia F. Xylazine in Overdose Deaths and Forensic Drug Reports in US States, 2019-2022. JAMA Netw Open 2024; 7:e2350630. [PMID: 38180756 PMCID: PMC10770774 DOI: 10.1001/jamanetworkopen.2023.50630] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/02/2023] [Accepted: 11/17/2023] [Indexed: 01/06/2024] Open
Abstract
Importance Xylazine is increasingly reported in street drugs and fatal overdoses in the US, yet state-level data are limited, hampering local public health responses. Objective To gather available state-level data on xylazine involvement in overdose deaths and in forensic drug reports. Design, Setting, and Participants This cross-sectional study was a secondary analysis of 2019 to 2022 data from the National Forensic Laboratory Information System (NFLIS), National Center for Health Statistics, and individual states' medical examiner or public health agency reports. Data were analyzed from August to October 2023. Exposure State. Main Outcomes and Measures Yearly xylazine-related overdose deaths per 100 000 residents; xylazine NFLIS drug reports, both per 100 000 residents and as a percentage of all NFLIS drug reports (from samples of drugs seized by law enforcement and analyzed by NFLIS-participating laboratories). Results A total of 63 state-years were included in analyses of mortality rates, while 204 state-years were included in analyses of NFLIS reports. According to the publicly available data compiled in this study, at least 43 states reported at least 1 xylazine-related overdose death from 2019 to 2022, yet yearly totals of xylazine-related deaths were available for only 21 states. Of states with data available, xylazine-involved overdose death rates were highest in Vermont (10.5 per 100 000 residents) and Connecticut (9.8 per 100 000 residents) in 2022. In 2019, 16 states had zero xylazine reports included in NFLIS reports; in 2022, only 2 states had zero xylazine reports and all but 3 states had recorded an increase in xylazine's representation in NFLIS reports. In 2022, xylazine represented 16.17% of all NFLIS reports in Delaware and between 5.95% and 7.00% of NFLIS reports in Connecticut, Maryland, District of Columbia, New Jersey, and Rhode Island, yet less than 1.0% of NFLIS reports in 35 different states. Conclusions and Relevance In this cross-sectional study of publicly available data on fatal overdoses and drugs analyzed by forensic laboratories, xylazine's reported presence in overdose deaths and forensic reports was concentrated in the eastern US yet extended across the country to encompass nearly all states. In spite of xylazine's geographic reach, yearly state-level numbers of xylazine-related overdose deaths were publicly available for less than half of all states.
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Affiliation(s)
- Manuel Cano
- School of Social Work, Arizona State University, Phoenix
| | | | - Flavio Marsiglia
- School of Social Work, Arizona State University, Phoenix
- Global Center for Applied Health Research, Arizona State University, Phoenix
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19
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Cano M, Timmons P, Hooten M, Sweeney K. Drug supply measures and drug overdose mortality in the era of fentanyl and stimulants. DRUG AND ALCOHOL DEPENDENCE REPORTS 2023; 9:100197. [PMID: 37965239 PMCID: PMC10641574 DOI: 10.1016/j.dadr.2023.100197] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/08/2023] [Revised: 10/21/2023] [Accepted: 10/23/2023] [Indexed: 11/16/2023]
Abstract
Background Illicitly-manufactured fentanyl and stimulants have replaced prescription opioids as the primary contributors to fatal overdoses in the United States (US), yet the street supply of these substances is challenging to quantify. Building on the foundation of prior research on law enforcement drug reports, the present study compares publicly available forensic laboratory drug report measures to identify which measures account for the most variation in drug overdose mortality between states, within states over time, and in various demographic groups. Methods Drug reports from the National Forensic Laboratory Information System and drug overdose mortality rates from the Centers for Disease Control and Prevention were examined for all US states and the District of Columbia, 2013-2021 (459 state-years). State- and year- fixed effects models regressed drug overdose mortality rates (in the overall population and subpopulations by sex, age, and race/ethnicity) on various drug report measures, including rates per population and proportional shares of drug reports positive for fentanyl/fentanyl-related compounds, heroin, cocaine, methamphetamine, and xylazine. Results For drug overdose death rates in the overall population and nearly all subpopulations examined by sex, race/ethnicity, and age, the model including all drug report proportional measures represented the best-performing model (as identified via the lowest Akaike Information Criterion and highest within R-squared value), followed by the model including only the fentanyl/fentanyl-related compounds proportion. Conclusions Findings support the utility of publicly available drug report composition measures, particularly the proportion of fentanyl/fentanyl-related compounds, as predictors of drug overdose mortality in the US and in various subpopulations.
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Affiliation(s)
- Manuel Cano
- School of Social Work, Arizona State University, 411N, Central Ave Suite 863, Phoenix, AZ 85004, USA
| | | | | | - Kaylin Sweeney
- College of Health Solutions, Arizona State University, USA
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20
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Lorvick J, Hemberg JL, George MJ, Piontak JR, Comfort ML. "Just another thing for me to stress off of": Responses to unintentional fentanyl use in a community-based study of people who use opioids. Harm Reduct J 2023; 20:128. [PMID: 37684603 PMCID: PMC10486054 DOI: 10.1186/s12954-023-00863-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2023] [Accepted: 08/29/2023] [Indexed: 09/10/2023] Open
Abstract
The unintentional consumption of fentanyl is a serious health risk for people who use illicit drugs. In an ongoing community-based study regarding polysubstance use among people who use opioids, we found that 17 of 58 (29%) of participants who did not endorse fentanyl use in the past thirty days tested positive for fentanyl during point-of-care urinalysis (UA). This paper describes the reactions and experiences of participants who were informed they had consumed fentanyl unintentionally, as well as how the research team handled the unanticipated occurrence of discordant results. Consistent with other recent studies, we found that people learning of unintentional fentanyl use expressed strong concerns about accidental overdose. It was common for participants to reflect on recent substance use experiences that were atypical and might have involved fentanyl, as well as to examine sources of recent drug purchases. While not all participants were surprised that they had unintentionally consumed fentanyl, all felt that learning their positive results was important due to risk of overdose. Research and medical staff have an opportunity to promote awareness of possible contamination by sharing and discussing UA test results with people who use drugs in non-judgmental manner. In addition to the widely promoted harm reduction strategy of testing drugs with fentanyl test strips, self-administered point-of-care UA, particularly after an unexpected reaction to using a drug, could provide useful information for people buying and using illicit drugs.
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Affiliation(s)
- Jennifer Lorvick
- Community Health and Implementation Research Program, RTI International, 2150 Shattuck Ave, Suite 800, Berkeley, CA, 94117, USA.
| | - Jordana L Hemberg
- Community Health and Implementation Research Program, RTI International, 2150 Shattuck Ave, Suite 800, Berkeley, CA, 94117, USA
| | - Madeleine J George
- Center for the Health of Populations, RTI International, Box 12194, Research Triangle Park, NC, 27709, USA
| | - Joy R Piontak
- Center for the Health of Populations, RTI International, Box 12194, Research Triangle Park, NC, 27709, USA
| | - Megan L Comfort
- Transformative Research Unit for Equity, RTI International, Box 12194, Research Triangle Park, NC, 27709, USA
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Blair LK, Howard J, Peiper NC, Little BB, Taylor KC, Baumgartner R, Creel L, DuPre NC. Residence in urban or rural counties in relation to opioid overdose mortality among Kentucky hospitalizations before and during the COVID-19 pandemic. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2023; 119:104122. [PMID: 37473677 DOI: 10.1016/j.drugpo.2023.104122] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Revised: 06/02/2023] [Accepted: 07/05/2023] [Indexed: 07/22/2023]
Abstract
BACKGROUND At the beginning of the opioid overdose epidemic, overdose mortality rates were higher in urban than in rural areas. We examined the association between residence in an urban or rural county and subsequent opioid overdose mortality in Kentucky, a state highly impacted by the opioid epidemic, and whether this was modified by the COVID-19 pandemic. METHODS We captured hospitalizations in Kentucky from 2016 to 2020, involving an opioid using ICD-10-CM codes T40.0-T40.4 and T40.6. Patient's county was classified as urban or rural based on the NCHS Urban-Rural Classification Scheme. Multivariable logistic regression was used to estimate odds ratios (ORs) and 95% confidence intervals (CIs) of opioid overdose mortality, adjusted for demographics, hospitalization severity, and zip code SES. We assessed effect modification by the COVID-19 pandemic. RESULTS Overall, patients living in urban counties had 46% higher odds of opioid overdose death than patients residing in rural counties (adjusted OR=1.46; 95% CI=1.22, 1.74). Before the pandemic, patients in urban counties had 63% increased odds of opioid overdose death (adjusted OR=1.63; 95% CI=1.34, 1.97); however, during the COVID-19 pandemic, patients in urban and rural counties became more similar in regard to opioid overdose mortality (adjusted OR=0.72; 95% CI=0.45, 1.16; p-value for interaction =0.02). CONCLUSION Before the pandemic, living in urban counties was associated with higher opioid overdose mortality among Kentucky hospitalizations; however, during the COVID-19 pandemic, opioid overdose mortality in rural areas increased, approaching rates in urban areas. COVID-19 posed social, economic, and healthcare challenges that may be contributing to worsening mortality trends affecting both urban and rural patients.
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Affiliation(s)
- Lyndsey K Blair
- Department of Epidemiology and Population Health, University of Louisville School of Public Health and Information Sciences, United States; Lincoln Trail District Health Department, United States.
| | - Jeffrey Howard
- Department of Surgery, University of Louisville School of Medicine, United States; Louisville Metro Department for Public Health and Wellness, United States
| | - Nicholas C Peiper
- Department of Epidemiology and Population Health, University of Louisville School of Public Health and Information Sciences, United States
| | - Bert B Little
- Department of Health Management and System Sciences, University of Louisville School of Public Health and Information Sciences, United States
| | - Kira C Taylor
- Department of Epidemiology and Population Health, University of Louisville School of Public Health and Information Sciences, United States
| | - Richard Baumgartner
- Department of Epidemiology and Population Health, University of Louisville School of Public Health and Information Sciences, United States
| | - Liza Creel
- Department of Health Management and System Sciences, University of Louisville School of Public Health and Information Sciences, United States; Commonwealth Institute of Kentucky, United States
| | - Natalie C DuPre
- Department of Epidemiology and Population Health, University of Louisville School of Public Health and Information Sciences, United States
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Cano M, Daniulaitye R, Marsiglia F. Xylazine in Drug Seizure Reports and Overdose Deaths in the US, 2018-2022. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.08.24.23294567. [PMID: 37662345 PMCID: PMC10473811 DOI: 10.1101/2023.08.24.23294567] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/05/2023]
Abstract
Xylazine is increasingly reported in street drugs and fatal overdoses in the United States (US), often in combination with synthetic opioids, yet state-level xylazine data are limited, hampering local public health responses. The present study analyzed 2018-2022 state-level data from the National Forensic Laboratory Information System (xylazine-positive reports of seized drugs analyzed by forensic laboratories), the Centers for Disease Control and Prevention (population estimates, synthetic opioid overdose mortality rates), and individual states' medical examiner/public health agency reports (numbers of xylazine-involved overdose deaths). An ordinary least squares regression model predicted state-level synthetic opioid overdose mortality rates by xylazine seizure report rates, adjusting for US Census Region. In 2018, relatively low rates of xylazine seizure reports were observed, with 21 states reporting zero xylazine seizures. In 2022, only three states reported zero xylazine seizures, and the highest xylazine seizure report rates (per 100,000 residents) were observed in New Jersey (30.4), Rhode Island (22.7), Maryland (18.9), Virginia (15.5), New Hampshire (13.0), and Ohio (10.9). Data on 2019-2022 xylazine-involved overdose deaths were available for 21 states/DC (60 state-years), with the highest 2022 xylazine-involved overdose death rates (per 100,000 residents) in Vermont (10.5) and Connecticut (9.8). Finally, in 2021, at the state level, each additional reported xylazine seizure per 100,000 residents was associated with a 2% higher synthetic opioid overdose mortality rate (b=0.02, robust standard error=0.01; p=0.049). Overall, study results emphasize xylazine's increasing involvement in US law enforcement drug seizure reports and overdose deaths, primarily in the East, yet also extending across the country.
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Affiliation(s)
- Manuel Cano
- School of Social Work, Arizona State University, United States
| | | | - Flavio Marsiglia
- School of Social Work, Arizona State University, United States
- Global Center for Applied Health Research, Arizona State University, United States
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23
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Zoorob R, Uptegrove L, Park BL. Case Report of Very-Low-Dose Fentanyl Causing Fentanyl-Induced Chest Wall Rigidity. Cureus 2023; 15:e43788. [PMID: 37731415 PMCID: PMC10508708 DOI: 10.7759/cureus.43788] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/19/2023] [Indexed: 09/22/2023] Open
Abstract
Wooden chest syndrome (WCS) is a rare phenomenon of opioid-induced skeletal muscle rigidity causing respiratory failure and inability to ventilate. The most common opioid associated with WCS is the synthetic opioid fentanyl. Fentanyl has been called the deadliest drug in America. With the use of fentanyl in critical care units and operation rooms, it is important to better understand fentanyl's side effects and predisposing factors of WCS. The symptoms of WCS are often seen in lower fentanyl doses than what would cause apnea. In this case report, we present a case of WCS with an extremely low dose of fentanyl, i.e., 50 μcg (0.49 μcg/kg), in an 80-year-old patient with a medical history significant for chronic inflammatory demyelinating polyneuropathy (CIDP) and Guillain-Barré syndrome (GBS).
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Affiliation(s)
- Ronza Zoorob
- Anesthesia, Lake Erie College of Osteopathic Medicine, Indiana, USA
| | - Logan Uptegrove
- Anesthesia, Lake Erie College of Osteopathic Medicine, Indiana, USA
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24
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Ward PJ, Young AM, Slavova S, Liford M, Daniels L, Lucas R, Kavuluru R. Deep Neural Networks for Fine-Grained Surveillance of Overdose Mortality. Am J Epidemiol 2023; 192:257-266. [PMID: 36222700 DOI: 10.1093/aje/kwac180] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2021] [Revised: 08/16/2022] [Accepted: 10/10/2022] [Indexed: 02/07/2023] Open
Abstract
Surveillance of drug overdose deaths relies on death certificates for identification of the substances that caused death. Drugs and drug classes can be identified through the International Classification of Diseases, Tenth Revision (ICD-10), codes present on death certificates. However, ICD-10 codes do not always provide high levels of specificity in drug identification. To achieve more fine-grained identification of substances on death certificate, the free-text cause-of-death section, completed by the medical certifier, must be analyzed. Current methods for analyzing free-text death certificates rely solely on lookup tables for identifying specific substances, which must be frequently updated and maintained. To improve identification of drugs on death certificates, a deep-learning named-entity recognition model was developed, utilizing data from the Kentucky Drug Overdose Fatality Surveillance System (2014-2019), which achieved an F1-score of 99.13%. This model can identify new drug misspellings and novel substances that are not present on current surveillance lookup tables, enhancing the surveillance of drug overdose deaths.
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25
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Tardelli VS, Bianco MC, Prakash R, Segura LE, Castaldelli-Maia JM, Fidalgo TM, Martins SS. No space for all-or-nothing in epidemiology: The art of parsimony and interpretation - Authors' reply. LANCET REGIONAL HEALTH. AMERICAS 2022; 10:100288. [PMID: 36777684 PMCID: PMC9903952 DOI: 10.1016/j.lana.2022.100288] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 06/18/2023]
Affiliation(s)
- Vitor S. Tardelli
- Departamento de Psiquiatria, Universidade Federal de São Paulo (Unifesp), São Paulo, SP, Brazil
- Translational Addiction Research Laboratory, Center for Addiction and Mental Health, Toronto, ON, Canada
| | - Marina C.M. Bianco
- Departamento de Psiquiatria, Universidade Federal de São Paulo (Unifesp), São Paulo, SP, Brazil
| | - Rashmika Prakash
- Department of Epidemiology, Columbia University Mailman School of Public Health, New York, NY, USA
| | - Luis E. Segura
- Department of Epidemiology, Columbia University Mailman School of Public Health, New York, NY, USA
| | - João M. Castaldelli-Maia
- Department of Epidemiology, Columbia University Mailman School of Public Health, New York, NY, USA
- Department of Psychiatry, Medical School, University of São Paulo, São Paulo, SP, Brazil
- Department of Neuroscience, Medical School, FMABC University Center, Santo Andre, SP, Brazil
| | - Thiago M. Fidalgo
- Departamento de Psiquiatria, Universidade Federal de São Paulo (Unifesp), São Paulo, SP, Brazil
| | - Silvia S. Martins
- Department of Epidemiology, Columbia University Mailman School of Public Health, New York, NY, USA
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26
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Palamar JJ, Ciccarone D, Rutherford C, Keyes KM, Carr TH, Cottler LB. Trends in seizures of powders and pills containing illicit fentanyl in the United States, 2018 through 2021. Drug Alcohol Depend 2022; 234:109398. [PMID: 35370014 PMCID: PMC9027012 DOI: 10.1016/j.drugalcdep.2022.109398] [Citation(s) in RCA: 88] [Impact Index Per Article: 29.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/19/2021] [Revised: 03/03/2022] [Accepted: 03/04/2022] [Indexed: 11/29/2022]
Abstract
BACKGROUND Prevalence of fentanyl-laced counterfeit prescription pills has been increasing in the US, possibly placing a wider population at risk for unintentional exposure. We aimed to determine whether there have been shifts in the number of fentanyl seizures and in the form of fentanyl seized in the US. METHODS We examined quarterly national seizure data from High Intensity Drug Trafficking Areas to determine the number of drug seizures in the US containing fentanyl from January 2018 through December 2021. Generalized additive models were used to estimate trends in the number and weight of pill and powder seizures containing fentanyl. RESULTS There was an increase both in the number of fentanyl-containing powder seizures (from 424 in 2018 Quarter 1 [Q1] to 1539 in 2021 Quarter 4 [Q4], β = 0.94, p < 0.001) and in the number of pill seizures (from 68 to 635, β = 0.96, p < 0.01). The proportion of pills to total seizures more than doubled from 13.8% in 2018 Q1 to 29.2% in 2021 Q4 (β = 0.92, p < 0.001). Weight of powder fentanyl seizures increased from 298.2 kg in 2018 Q1 to 2416.0 kg in 2021 Q4 (β = 1.12, p = 0.01); the number of pills seized increased from 42,202 in 2018 Q1 to 2,089,186 in 2021 Q4 (β = 0.90, p < 0.001). CONCLUSIONS Seizures of drugs containing fentanyl have been increasing in the US. Given that over a quarter of fentanyl seizures are now in pill form, people who obtain counterfeit pills such as those disguised as oxycodone or alprazolam are at risk for unintentional exposure to fentanyl.
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Affiliation(s)
- Joseph J. Palamar
- New York University Grossman School of Medicine, Department of Population Health, New York, NY, USA,Correspondence to: New York University Grossman School of Medicine, Department of Population Health, 180 Madison Avenue, Room 1752, New York, NY 10016, USA. (J.J. Palamar)
| | - Daniel Ciccarone
- University of California, San Francisco, Department of Family and Community Medicine, San Francisco, CA, USA
| | - Caroline Rutherford
- Columbia University, Department of Epidemiology, Mailman School of Public Health, New York, NY, USA
| | - Katherine M. Keyes
- Columbia University, Department of Epidemiology, Mailman School of Public Health, New York, NY, USA
| | - Thomas H. Carr
- College of Public Affairs, Center for Drug Policy and Prevention, University of Baltimore, United States,Office of National Drug Control Policy, Washington, Baltimore High Intensity Drug Trafficking Areas Program, United States, Center for Drug Policy and Prevention, University of Baltimore, United States
| | - Linda B. Cottler
- NDEWS, University of Florida, United States,University of Florida, Department of Epidemiology, College of Public Health and Health Professions, College of Medicine, United States
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27
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Tewksbury A, Waters K. A false positive fentanyl result on urine drug screen in a patient treated with ziprasidone. J Am Pharm Assoc (2003) 2022; 62:1707-1710. [DOI: 10.1016/j.japh.2022.05.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2022] [Revised: 05/05/2022] [Accepted: 05/07/2022] [Indexed: 10/18/2022]
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28
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Joshi P, Riley PR, Mishra R, Azizi Machekposhti S, Narayan R. Transdermal Polymeric Microneedle Sensing Platform for Fentanyl Detection in Biofluid. BIOSENSORS 2022; 12:bios12040198. [PMID: 35448258 PMCID: PMC9031381 DOI: 10.3390/bios12040198] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/20/2022] [Revised: 03/20/2022] [Accepted: 03/24/2022] [Indexed: 05/08/2023]
Abstract
Opioid drugs are extremely potent synthetic analytes, and their abuse is common around the world. Hence, a rapid and point-of-need device is necessary to assess the presence of this compound in body fluid so that a timely countermeasure can be provided to the exposed individuals. Herein, we present an attractive microneedle sensing platform for the detection of the opioid drug fentanyl in real serum samples using an electrochemical detection method. The device contained an array of pyramidal microneedle structures that were integrated with platinum (Pt) and silver (Ag) wires, each with a microcavity opening. The working sensor was modified by graphene ink and subsequently with 4 (3-Butyl-1-imidazolio)-1-butanesulfonate) ionic liquid. The microneedle sensor showed direct oxidation of fentanyl in liquid samples with a detection limit of 27.8 μM by employing a highly sensitive square-wave voltammetry technique. The resulting microneedle-based sensing platform displayed an interference-free fentanyl detection in diluted serum without conceding its sensitivity, stability, and response time. The obtained results revealed that the microneedle sensor holds considerable promise for point-of-need fentanyl detection and opens additional opportunities for detecting substances of abuse in emergencies.
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Affiliation(s)
- Pratik Joshi
- Department of Materials Science and Engineering, UNC/NCSU Joint Department of Biomedical Engineering, NC State University, Raleigh, NC 27695, USA; (P.J.); (P.R.R.); (S.A.M.)
| | - Parand R. Riley
- Department of Materials Science and Engineering, UNC/NCSU Joint Department of Biomedical Engineering, NC State University, Raleigh, NC 27695, USA; (P.J.); (P.R.R.); (S.A.M.)
| | - Rupesh Mishra
- Identify Sensors Biologics, 1203 W. State St., West Lafayette, IN 47907, USA;
| | - Sina Azizi Machekposhti
- Department of Materials Science and Engineering, UNC/NCSU Joint Department of Biomedical Engineering, NC State University, Raleigh, NC 27695, USA; (P.J.); (P.R.R.); (S.A.M.)
| | - Roger Narayan
- Department of Materials Science and Engineering, UNC/NCSU Joint Department of Biomedical Engineering, NC State University, Raleigh, NC 27695, USA; (P.J.); (P.R.R.); (S.A.M.)
- Correspondence: ; Tel.: +1-919-696-8488
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29
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Victor GA, Staton M. Discriminant Function Analyses: Classifying Drugs/Violence Victimization Typologies Among Incarcerated Rural Women. JOURNAL OF INTERPERSONAL VIOLENCE 2022; 37:889-911. [PMID: 32321355 DOI: 10.1177/0886260520913644] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/11/2023]
Abstract
This study examined the relationship between drug use and violence victimization among incarcerated women in Appalachian Kentucky. The purpose of this study was to test the utility of Goldstein's tripartite conceptual framework among rural incarcerated women, by examining whether distinct drugs/violence nexus groups could be classified based on psychopharmacological, economic-compulsive, and systemic factors. This study used secondary data from a National Institute on Drug Abuse (NIDA)-funded grant focused on risk reduction among high-risk incarcerated women in Appalachia (N = 400). Predicted drugs/violence groups were developed using a series of discriminant function analyses. The data yielded three statistically significant discriminant models. Findings of the classified groupings indicated support for three distinct drugs/violence victimization subgroups. The psychopharmacological group showed the greatest prevalence (n = 181; Wilks's λ = .389, F = 3.94, p < .001), followed by the economic-compulsive group (n = 77; Wilks's λ = .584, F = 11.86, p < .001) and systemic group (n = 55) significant (Wilks's λ = .994, F = 2.247, p < .035). To date, this is the first study to report a relationship between systemic violence victimization among rural communities. These findings could offer novel considerations for theory development and implications for clinical practice regarding the drug-related risks for violence victimization among rural incarcerated women.
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30
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The release of abuse-deterrent OxyContin and adolescent heroin use. Drug Alcohol Depend 2021; 229:109114. [PMID: 34638038 DOI: 10.1016/j.drugalcdep.2021.109114] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/11/2021] [Revised: 09/13/2021] [Accepted: 09/26/2021] [Indexed: 11/21/2022]
Abstract
OBJECTIVE To determine the association between the abuse-deterrent reformulation of OxyContin and adolescent lifetime heroin use in the United States. METHODS The quasi-experimental study uses individual survey data from the 1999-2019 Youth Risk Behavior Surveillance System to examine whether the reformulation of OxyContin in August 2010 affected adolescent lifetime heroin use, exploiting heterogeneity in state-level rates of OxyContin misuse before the reformulation. Multiple regression analysis adjusted for state and year fixed effects, adolescent demographics, and time-varying state characteristics and policies. RESULTS The release of the abuse-deterrent reformulation of OxyContin was associated with a reduction in adolescents reporting ever using heroin. An adolescent in a state with a one percentage point higher state-level rate of pre-reformulation OxyContin misuse was 1.7% points less likely to report ever using heroin after the reformulation (95% confidence interval, [(CI) = -0.007, -0.027]). These effects are strongest for adolescent males (estimate: -0.028, [(CI) = -0.016, 0.040]) and non-whites (estimate: -0.021, [(CI) = -0.005, -0.037]). CONCLUSIONS These results suggest the release of abuse-deterrent OxyContin is associated with a decrease in the likelihood of adolescent lifetime heroin use in states with higher pre-reformulation rates of OxyContin misuse. Pharmaceutical innovations and policies that reduce the likelihood of prescription opioid misuse may be effective in reducing adolescent lifetime heroin use.
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Sivaraman JJ, Proescholdbell SK, Ezzell D, Shanahan ME. Characterizing Opioid Overdoses Using Emergency Medical Services Data : A Case Definition Algorithm Enhanced by Machine Learning. Public Health Rep 2021; 136:62S-71S. [PMID: 34726978 PMCID: PMC8573782 DOI: 10.1177/00333549211026802] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/15/2021] [Indexed: 01/21/2023] Open
Abstract
OBJECTIVES Tracking nonfatal overdoses in the escalating opioid overdose epidemic is important but challenging. The objective of this study was to create an innovative case definition of opioid overdose in North Carolina emergency medical services (EMS) data, with flexible methodology for application to other states' data. METHODS This study used de-identified North Carolina EMS encounter data from 2010-2015 for patients aged >12 years to develop a case definition of opioid overdose using an expert knowledge, rule-based algorithm reflecting whether key variables identified drug use/poisoning or overdose or whether the patient received naloxone. We text mined EMS narratives and applied a machine-learning classification tree model to the text to predict cases of opioid overdose. We trained models on the basis of whether the chief concern identified opioid overdose. RESULTS Using a random sample from the data, we found the positive predictive value of this case definition to be 90.0%, as compared with 82.7% using a previously published case definition. Using our case definition, the number of unresponsive opioid overdoses increased from 3412 in 2010 to 7194 in 2015. The corresponding monthly rate increased by a factor of 1.7 from January 2010 (3.0 per 1000 encounters; n = 261 encounters) to December 2015 (5.1 per 1000 encounters; n = 622 encounters). Among EMS responses for unresponsive opioid overdose, the prevalence of naloxone use was 83%. CONCLUSIONS This study demonstrates the potential for using machine learning in combination with a more traditional substantive knowledge algorithm-based approach to create a case definition for opioid overdose in EMS data.
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Affiliation(s)
- Josie J. Sivaraman
- Department of Epidemiology, University of North Carolina at Chapel Hill, NC, USA
- Injury Prevention Research Center, University of North Carolina at Chapel Hill, NC, USA
| | - Scott K. Proescholdbell
- Epidemiology, Surveillance and Informatics Unit, Injury and Violence Prevention Branch, Chronic Disease and Injury Section, Division of Public Health, North Carolina Department of Health and Human Services, Raleigh, NC, USA
| | - David Ezzell
- Division of Health Service Regulation, Office of Emergency Medical Services, North Carolina Department of Health and Human Services, Raleigh, NC, USA
| | - Meghan E. Shanahan
- Injury Prevention Research Center, University of North Carolina at Chapel Hill, NC, USA
- Department of Maternal and Child Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
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Fentanyl causes naloxone-resistant vocal cord closure: A platform for testing opioid overdose treatments. Drug Alcohol Depend 2021; 227:108974. [PMID: 34492557 DOI: 10.1016/j.drugalcdep.2021.108974] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/25/2021] [Revised: 07/16/2021] [Accepted: 07/17/2021] [Indexed: 12/14/2022]
Abstract
BACKGROUND High doses of the synthetic opioid fentanyl cause rapid and sustained vocal cord closure (VCC) leading to airway obstruction that prevents overdose victims from breathing. This airway effect is not caused by morphine-derived opiates (e.g. heroin), is distinct from respiratory depression, resistant to naloxone, and can be lethal. However, VCC has not been previously included in animal models of opioid overdose. METHODS Video laryngoscopy was used to monitor vocal cord movement in anesthetized Sprague-Dawley rats. Rats were administered saline, fentanyl (5, 25, or 50 μg/kg) or morphine (5 mg/kg) in an intravenous (IV) bolus delivered over a 10 s period. The mu opioid receptor (MOR) antagonist naloxone was administered as a pre-treatment (1 mg/kg, IV) 5 min prior to fentanyl (25 μg/kg) or a post-treatment (1 and 2 mg/kg) 1 min after fentanyl (25 μg/kg). RESULTS Fentanyl (25 and 50 μg/kg) caused sustained and lethal VCC within 10 s. Morphine (5 mg/kg) and fentanyl (5 μg/kg) caused only brief laryngospasm with full recovery. Pre-treatment with naloxone (1 mg/kg) prevented fentanyl-induced VCC, but naloxone (1 and 2 mg/kg) was unable to reverse VCC when administered after fentanyl. CONCLUSIONS These results indicate sustained VCC is a lethal physiological reaction, specific to fentanyl and resistant to naloxone treatment. While pre-treatment with naloxone prevented fentanyl-induced VCC, naloxone was unable to reverse the effect, suggesting a non-opioid receptor-mediated mechanism. These findings demonstrate the necessity of VCC inclusion in animal models of synthetic opioid overdose and the urgent need for more effective treatments for fentanyl-related overdoses.
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Bushling C, Walton MT, Conner KL, Liu G, Hoven A, Joseph J, Taylor A. Syringe services programs in the Bluegrass: Evidence of population health benefits using Kentucky Medicaid data. J Rural Health 2021; 38:620-629. [PMID: 34541715 DOI: 10.1111/jrh.12623] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
PURPOSE To evaluate whether Kentucky counties that established a new syringe services program realized a significant decline in the incidence rate of a set of infectious disease diagnoses commonly transmitted via injection drug use. METHODS Longitudinal count models of within-county rates of newly diagnosed infections among populations at risk were estimated using Medicaid claims/encounters data. Generalized estimating equation models were used to report incident rate ratios of 6 diagnoses: (1) HIV; (2) hepatitis C; (3) hepatitis B; (4) osteomyelitis; (5) endocarditis; and (6) skin/soft tissue infection. To investigate whether a delay in effect was present, separate models were fit to estimate the effects of establishing a syringe services program: at its opening date, and again at 1, 3, and 6 months postopening date. FINDINGS Taken together, the aggregated within-county incidence rate of these 6 diagnoses was significantly lower following the implementation of a syringe services program (P < .05). Our models estimated that counties which opted to open a syringe services program realized an approximate month-over-month decline in new diagnoses of 0.5% among the population at risk. CONCLUSIONS These results lend further support to previous conclusions made in the public health literature regarding the efficacy of syringe services programs. Specifically, declines in incidence rates were observable beginning at 1 month post syringe services program opening. These results are particularly notable due to the typical setting in which these syringe services programs operated-rural communities of fewer than 40,000 residents.
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Affiliation(s)
- Cameron Bushling
- Kentucky Cabinet for Health and Family Services, Office of Health Data and Analytics, Division of Analytics, Frankfort, Kentucky, USA.,University of Kentucky, Lexington, Kentucky, USA
| | - Matthew T Walton
- Kentucky Cabinet for Health and Family Services, Office of Health Data and Analytics, Division of Analytics, Frankfort, Kentucky, USA.,University of Kentucky, Lexington, Kentucky, USA
| | - Kailyn L Conner
- Kentucky Cabinet for Health and Family Services, Office of Health Data and Analytics, Division of Analytics, Frankfort, Kentucky, USA.,University of Kentucky, Lexington, Kentucky, USA.,Kentucky Cabinet for Health and Family Services, Department for Medicaid Services, Frankfort, Kentucky, USA
| | - Gilbert Liu
- Partners for Kids, Nationwide Children's Hospital, Columbus, Ohio, USA
| | - Ardis Hoven
- Kentucky Cabinet for Health and Family Services, Department for Public Health, Frankfort, Kentucky, USA
| | - Jessin Joseph
- Kentucky Cabinet for Health and Family Services, Department for Medicaid Services, Frankfort, Kentucky, USA
| | - Angela Taylor
- Kentucky Cabinet for Health and Family Services, Office of Health Data and Analytics, Division of Analytics, Frankfort, Kentucky, USA.,University of Kentucky, Lexington, Kentucky, USA
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Marks C, Carrasco-Escobar G, Carrasco-Hernández R, Johnson D, Ciccarone D, Strathdee SA, Smith D, Bórquez A. Methodological approaches for the prediction of opioid use-related epidemics in the United States: a narrative review and cross-disciplinary call to action. Transl Res 2021; 234:88-113. [PMID: 33798764 PMCID: PMC8217194 DOI: 10.1016/j.trsl.2021.03.018] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/18/2020] [Revised: 03/25/2021] [Accepted: 03/25/2021] [Indexed: 01/01/2023]
Abstract
The opioid crisis in the United States has been defined by waves of drug- and locality-specific Opioid use-Related Epidemics (OREs) of overdose and bloodborne infections, among a range of health harms. The ability to identify localities at risk of such OREs, and better yet, to predict which ones will experience them, holds the potential to mitigate further morbidity and mortality. This narrative review was conducted to identify and describe quantitative approaches aimed at the "risk assessment," "detection" or "prediction" of OREs in the United States. We implemented a PubMed search composed of the: (1) objective (eg, prediction), (2) epidemiologic outcome (eg, outbreak), (3) underlying cause (ie, opioid use), (4) health outcome (eg, overdose, HIV), (5) location (ie, US). In total, 46 studies were included, and the following information extracted: discipline, objective, health outcome, drug/substance type, geographic region/unit of analysis, and data sources. Studies identified relied on clinical, epidemiological, behavioral and drug markets surveillance and applied a range of methods including statistical regression, geospatial analyses, dynamic modeling, phylogenetic analyses and machine learning. Studies for the prediction of overdose mortality at national/state/county and zip code level are rapidly emerging. Geospatial methods are increasingly used to identify hotspots of opioid use and overdose. In the context of infectious disease OREs, routine genetic sequencing of patient samples to identify growing transmission clusters via phylogenetic methods could increase early detection capacity. A coordinated implementation of multiple, complementary approaches would increase our ability to successfully anticipate outbreak risk and respond preemptively. We present a multi-disciplinary framework for the prediction of OREs in the US and reflect on challenges research teams will face in implementing such strategies along with good practices.
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Affiliation(s)
- Charles Marks
- Interdisciplinary Research on Substance Use Joint Doctoral Program at San Diego State University and University of California, San Diego; Division of Infectious Diseases and Global Public Health, University of California, San Diego; School of Social Work, San Diego State University
| | - Gabriel Carrasco-Escobar
- Division of Infectious Diseases and Global Public Health, University of California, San Diego; Health Innovation Laboratory, Institute of Tropical Medicine "Alexander von Humboldt", Universidad Peruana Cayetano Heredia, Lima, Peru
| | | | - Derek Johnson
- Division of Infectious Diseases and Global Public Health, University of California, San Diego
| | - Dan Ciccarone
- Department of Family and Community Medicine, University of California San Francisco
| | - Steffanie A Strathdee
- Division of Infectious Diseases and Global Public Health, University of California, San Diego
| | - Davey Smith
- Division of Infectious Diseases and Global Public Health, University of California, San Diego
| | - Annick Bórquez
- Division of Infectious Diseases and Global Public Health, University of California, San Diego.
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Siddiqi K, Freeman PR, Fanucchi LC, Slavova S. Rural-urban differences in hospitalizations for opioid use-associated infective endocarditis in Kentucky, 2016-2019. J Rural Health 2021; 38:604-611. [PMID: 34143913 DOI: 10.1111/jrh.12605] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
PURPOSE In 2016, the US rate of opioid use-associated infective endocarditis (OUA IE) hospitalizations was 3.86/100,000 for rural and 3.49/100,000 for urban residents. This study estimates the Kentucky OUA IE hospitalization rates, 2016-2019, describing differences in rural-urban residency trends, demographics, relevant comorbidities, and discharge disposition. OUA IE hospitalization rates between counties with and without syringe services programs (SSPs) are also compared. METHODS We used Kentucky statewide inpatient discharge records from 2016 to 2019. An OUA IE hospitalization was identified by an infective endocarditis discharge diagnosis in any diagnosis field and a concurrent diagnosis indicating opioid use. Rurality was determined based on the 2013 Rural-Urban Continuum Codes (RUCC). FINDINGS Kentucky's rate of OUA IE hospitalizations in 2016 was 8.9/100,000, with no significant variation between rural and urban residents. By 2019, the average rate for urban residents doubled to 17.9/100,000, significantly higher than the rural resident rate, 13.2/100,000. There were no significant rural-urban differences in percentages of those with concurrent diagnoses of HIV (<1%) or HCV (>60%). Counties that established SSPs in 2017-2018 had a 39.4% increase in OUA IE rates from 2016 to 2019, while counties without SSPs had a 79.5% increase. CONCLUSION The estimated 2016 Kentucky rates of OUA IE hospitalizations are 2 times higher than reported national rates, highlighting Kentucky as one of the areas most affected by this particular opioid use disorder complication. Despite challenges and barriers to the effectiveness of SSPs as a harm reduction measure, our study suggests a positive effect that should be further investigated.
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Affiliation(s)
- Kamran Siddiqi
- College of Medicine, University of Kentucky, Lexington, Kentucky
| | - Patricia R Freeman
- Department of Pharmacy Practice and Science, College of Pharmacy, University of Kentucky, Lexington, Kentucky
| | - Laura C Fanucchi
- Division of Infectious Diseases, Department of Medicine, College of Medicine, University of Kentucky, Lexington, Kentucky.,Center on Drug and Alcohol Research, University of Kentucky, Lexington, Kentucky
| | - Svetla Slavova
- Department of Biostatistics, College of Public Health, University of Kentucky, Lexington, Kentucky.,Kentucky Injury Prevention and Research Center, University of Kentucky, Lexington, Kentucky
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Pergolizzi JV, Dahan A, Ann LeQuang J, Raffa RB. Overdoses due to fentanyl and its analogues (F/FAs) push naloxone to the limit. J Clin Pharm Ther 2021; 46:1501-1504. [PMID: 34111307 DOI: 10.1111/jcpt.13462] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2021] [Accepted: 05/22/2021] [Indexed: 11/30/2022]
Abstract
WHAT IS KNOWN AND OBJECTIVE Food and Drug Administration (FDA) risk evaluation and mitigation strategies (REMs) encourage emergency responders, paramedics, law enforcement agents, and even laypeople to be trained in the administration of naloxone with the intent of rescuing individuals from a known or suspected opioid overdose. COMMENT Although naloxone is generally safe and effective at reversing respiratory depression caused by a conventional opioid such as morphine or heroin by competing with the opioid and displacing it from the μ-opioid receptor, questions increasingly are arising as to whether naloxone can adequately reverse opioid overdoses that may involve the potent opioids fentanyl and its analogues (F/FAs). In other words, as more and more opioid overdoses involve F/FAs, can naloxone keep up? WHAT IS NEW AND CONCLUSION As a competitive antagonist at μ-opioid receptors, naloxone is often a life-saving agent in cases of overdose caused by conventional opioids, but it may not be versatile or powerful enough to combat the rising tide of overdoses due to fentanyl and its illicit analogues, or in cases of overdose involving combinations of opioids and non-opioids.
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Affiliation(s)
- Joseph V Pergolizzi
- NEMA Research Inc, Naples, FL, USA.,Neumentum Inc, Summit, NJ, USA.,Enalare Therapeutics Inc, Princeton, NJ, USA
| | - Albert Dahan
- Leiden University Medical Center, Leiden, The Netherlands
| | | | - Robert B Raffa
- Neumentum Inc, Summit, NJ, USA.,Enalare Therapeutics Inc, Princeton, NJ, USA.,College of Pharmacy (Adjunct), University of Arizona, Tucson, AZ, USA.,Temple University School of Pharmacy, Philadelphia, PA, USA
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Yang H, Pasalic E, Rock P, Davis JW, Nechuta S, Zhang Y. Interrupted time series analysis to evaluate the performance of drug overdose morbidity indicators shows discontinuities across the ICD-9-CM to ICD-10-CM transition. Inj Prev 2021; 27:i35-i41. [PMID: 33674331 PMCID: PMC7948182 DOI: 10.1136/injuryprev-2019-043522] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2020] [Accepted: 06/20/2020] [Indexed: 11/03/2022]
Abstract
INTRODUCTION On 1 October 2015, the USA transitioned from the International Classification of Diseases, 9th Revision, Clinical Modification (ICD-9-CM) to the International Classification of Diseases, 10th Revision (ICD-10-CM). Considering the major changes to drug overdose coding, we examined how using different approaches to define all-drug overdose and opioid overdose morbidity indicators in ICD-9-CM impacts longitudinal analyses that span the transition, using emergency department (ED) and hospitalisation data from six states' hospital discharge data systems. METHODS We calculated monthly all-drug and opioid overdose ED visit rates and hospitalisation rates (per 100 000 population) by state, starting in January 2010. We applied three ICD-9-CM indicator definitions that included identical all-drug or opioid-related codes but restricted the number of fields searched to varying degrees. Under ICD-10-CM, all fields were searched for relevant codes. Adjusting for seasonality and autocorrelation, we used interrupted time series models with level and slope change parameters in October 2015 to compare trend continuity when employing different ICD-9-CM definitions. RESULTS Most states observed consistent or increased capture of all-drug and opioid overdose cases in ICD-10-CM coded hospital discharge data compared with ICD-9-CM. More inclusive ICD-9-CM indicator definitions reduced the magnitude of significant level changes, but the effect of the transition was not eliminated. DISCUSSION The coding change appears to have introduced systematic differences in measurement of drug overdoses before and after 1 October 2015. When using hospital discharge data for drug overdose surveillance, researchers and decision makers should be aware that trends spanning the transition may not reflect actual changes in drug overdose rates.
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Affiliation(s)
- Hannah Yang
- EMS and Trauma Systems Section, Montana Department of Public Health and Human Services, Helena, Montana, USA
| | - Emilia Pasalic
- National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Peter Rock
- Kentucky Injury Prevention and Research Center, University of Kentucky, Lexington, Kentucky, USA
- Center for Clinical and Translational Science, University of Kentucky, Lexington, Kentucky, USA
| | - James W Davis
- Injury & Behavioral Epidemiology Bureau, New Mexico Department of Health, Santa Fe, New Mexico, USA
| | - Sarah Nechuta
- Department of Public Health, Grand Valley State University, Allendale, Michigan, USA
| | - Ying Zhang
- Office of Epidemiology and Disease Surveillance, Southern Nevada Health District, Las Vegas, Nevada, USA
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Huynh P, Victor G, Ray B. Using prescribing and toxicology data to determine non-medical prescription drug overdose. Addict Behav Rep 2020; 12:100289. [PMID: 32637565 PMCID: PMC7330872 DOI: 10.1016/j.abrep.2020.100289] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2020] [Revised: 05/28/2020] [Accepted: 06/03/2020] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Overdose deaths have increased dramatically in the United States and are often attributed to prescription opioids. This study presents a framework for "overdose typologies", including non-medical prescription drug use, to more accurately describe drug use patterns. METHODS This study examined linked prescription drug monitoring program (PDMP) and toxicology data (2016-2018) from accidental overdose deaths from a large metropolitan coroner's office in the Midwest (Indianapolis, Indiana). RESULTS In total, 1,112 accidental overdose deaths occurred and over two-thirds (68.0%; n = 756) were coded as an illicit drug user with no prescription opioid present in the toxicology. The most infrequent categories were prescription opioid users 5.5% (n = 61). CONCLUSION Linked PDMP and toxicology reports are useful in identifying drug use patterns that contribute to mortality.
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Affiliation(s)
- Philip Huynh
- Center for Behavioral Health and Justice at Wayne State University, Detroit, MI, United States
| | - Grant Victor
- Center for Behavioral Health and Justice at Wayne State University, Detroit, MI, United States
| | - Brad Ray
- Center for Behavioral Health and Justice at Wayne State University, Detroit, MI, United States
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Life expectancy of people who are dependent on opioids: A cohort study in New South Wales, Australia. J Psychiatr Res 2020; 130:435-440. [PMID: 32905957 DOI: 10.1016/j.jpsychires.2020.08.013] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/11/2020] [Revised: 07/20/2020] [Accepted: 08/14/2020] [Indexed: 12/20/2022]
Abstract
BACKGROUND People who are dependent on opioids have increased risk of premature death, but there are few estimates of life expectancy. METHODS We calculated age-specific mortality rates in a cohort of people who had at least one prescription of an opioid agonist (methadone or buprenorphine) between 2001 and 2018 in New South Wales, Australia. We used life tables to estimate life expectancy at age 18. We also estimated the potential years of life lost before age 75, decomposed by cause of death. RESULTS The cohort included 47,197 people, with a median of 9.8 years of follow-up. 5097 participants died, and the standardised mortality ratio (compared to the general population of New South Wales) was 6.06 (95% CI 5.90-6.23). Life expectancy at age 18 was an additional 47.5 years (95% CI 42.9-50.5) for men and 50.7 years (95% CI 45.4-54.8) for women; deficits of 14.7 and 15.8 years respectively when compared to the general population. The largest cause of death was non-communicable physical diseases, which accounted for 47% of deaths in life tables for men and 42% for women. Drug-related deaths accounted for 16% of deaths for men and 19% for women, but due to the young age at which these deaths occur, they contributed approximately one third of potential years of life lost. CONCLUSION In common with people with serious mental illnesses, people who are dependent on opioids have substantially reduced life expectancy. In both populations most excess deaths relate to non-communicable physical diseases.
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Cooper HL, Cloud DH, Freeman PR, Fadanelli M, Green T, Van Meter C, Beane S, Ibragimov U, Young AM. Buprenorphine dispensing in an epicenter of the U.S. opioid epidemic: A case study of the rural risk environment in Appalachian Kentucky. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2020; 85:102701. [PMID: 32223985 PMCID: PMC7529684 DOI: 10.1016/j.drugpo.2020.102701] [Citation(s) in RCA: 75] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2019] [Revised: 01/24/2020] [Accepted: 02/16/2020] [Indexed: 02/08/2023]
Abstract
BACKGROUND Buprenorphine is a cornerstone to curbing opioid epidemics, but emerging data suggest that rural pharmacists in the US sometimes refuse to dispense this medication. We conducted a case study to explore buprenorphine dispensing practices in 12 rural Appalachian Kentucky counties, and analyze whether and how they were shaped by features of the rural risk environment. METHODS In this case study, we conducted one-on-one semi-structured interviews with 14 pharmacists operating 15 pharmacies in these counties to explore buprenorphine dispensing practices and perceived influences on these practices. Thematic analyses of the resulting transcripts revealed three features of the rural risk environment that shaped dispensing. To explore these three risk environment features, we analyzed policy documents (e.g., Attorney General lawsuits) and administrative databases (e.g., incarceration data). Textual documents were analyzed using thematic analyses and administrative data were analyzed using descriptive statistics; memoes explored relationships among risk environment features and dispensing practices. RESULTS Twelve of the 15 pharmacies limited dispensing, by refusing to serve new patients; limiting dispensing to known patients or prescribers; or refusing to dispense buprenorphine altogether. Concerns about exceeding a "Drug Enforcement Administration (DEA) cap" on opioid dispensing stifled dispensing. A legacy of aggressive and fraudulent marketing of opioid analgesics (OAs) by pharmaceutical companies and physician OA overprescribing undermined pharmacist trust in buprenorphine and in its prescribers. The escalating local war on drugs may have undermined dispensing by reinforcing stigma against people who use drugs. CONCLUSIONS Initiatives to increase buprenorphine prescribing must be accompanied by policy changes to increase dispensing. Specifically, buprenorphine should be removed from opioid monitoring systems; efforts to de-escalate the war on drugs should be extended to encompass rural areas; initiatives to dismantle aggressive OA marketing should be strengthened; and efforts to re-build pharmacist trust in physicians are needed.
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Affiliation(s)
| | - David H Cloud
- Emory University Rollins School of Public Health, Atlanta GA
| | | | | | - Travis Green
- University of Kentucky College of Public Health, Lexington KY
| | | | - Stephanie Beane
- Emory University Rollins School of Public Health, Atlanta GA
| | | | - April M Young
- University of Kentucky College of Public Health, Lexington KY
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Torralva R, Eshleman AJ, Swanson TL, Schmachtenberg JL, Schutzer WE, Bloom SH, Wolfrum KM, Reed JF, Janowsky A. Fentanyl but not Morphine Interacts with Nonopioid Recombinant Human Neurotransmitter Receptors and Transporters. J Pharmacol Exp Ther 2020; 374:376-391. [PMID: 32513839 PMCID: PMC7430447 DOI: 10.1124/jpet.120.265561] [Citation(s) in RCA: 34] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2020] [Accepted: 06/01/2020] [Indexed: 12/13/2022] Open
Abstract
Synthetic opioids, including fentanyl and its analogs, have therapeutic efficacy in analgesia and anesthesia. However, their illicit use in the United States has increased and contributed to the number one cause of death for adults 18-50 years old. Fentanyl and the heroin metabolite morphine induce respiratory depression that can be treated with the μ opioid receptor (MOR) antagonist naloxone. With higher or more rapid dosing, fentanyl, more than morphine, causes chest wall rigidity and can also induce rapid onset laryngospasm. Because non-MORs could mediate differing clinical manifestations, we examined the interactions of fentanyl and morphine at recombinant human neurotransmitter transporters, G protein-coupled receptors, and the N-methyl-D-aspartate glutamate receptor. Both drugs were agonists at MOR, κ, and δ opioid receptors. Morphine had little or no affinity at other human receptors and transporters (K i or IC50 value >100 µM). However, fentanyl had K i values of 1407 and 1100 nM at α 1A and α 1B adrenoceptor subtypes, respectively, and K i values of 1049 and 1670 nM at dopamine D4.4 and D1 receptor subtypes, respectively; it also blocked [3H]neurotransmitter uptake by the vesicular monoamine transporter 2 (IC50 = 911 nM). Pharmacokinetic models indicate that these Ki and IC50 values are pharmacologically relevant. Fentanyl had little affinity for other receptors or transporters. Thus, noradrenergic disposition at specific receptor subtypes in relevant organs may play a role in respiratory and cardiothoracic effects of fentanyl. Data suggest that less selective fentanyl receptor pharmacology could play a role in the different clinical effects of morphine compared with fentanyl, including fentanyl-induced deaths after illicit use. SIGNIFICANCE STATEMENT: The synthetic opioid fentanyl induces different clinical effects, including rapid onset muscular rigidity, vocal cord closure, and rapid death, than the heroin metabolite morphine. Our data indicate for the first time that the two drugs have very different effects at recombinant human neurotransmitter receptors and transporters that might explain those clinical differences.
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Affiliation(s)
- Randy Torralva
- Research Service, VA Portland Health Care System, Portland, Oregon (R.T., A.J.E., T.L.S., J.L.S., W.E.S., S.H.B., K.M.W., J.F.R., A.J.); Coda Research, Portland, Oregon (R.T.); Departments of Psychiatry (R.T., A.J.E., T.L.S., J.L.S., W.E.S., S.H.B., K.M.W., J.F.R., A.J.), Behavioral Neuroscience (A.J.E., A.J.), Oregon Health & Science University, Portland, Oregon; and The Methamphetamine Abuse Research Center, VA Portland Health Care System and Oregon Health & Science University, Portland, Oregon (W.E.S., A.J.)
| | - Amy J Eshleman
- Research Service, VA Portland Health Care System, Portland, Oregon (R.T., A.J.E., T.L.S., J.L.S., W.E.S., S.H.B., K.M.W., J.F.R., A.J.); Coda Research, Portland, Oregon (R.T.); Departments of Psychiatry (R.T., A.J.E., T.L.S., J.L.S., W.E.S., S.H.B., K.M.W., J.F.R., A.J.), Behavioral Neuroscience (A.J.E., A.J.), Oregon Health & Science University, Portland, Oregon; and The Methamphetamine Abuse Research Center, VA Portland Health Care System and Oregon Health & Science University, Portland, Oregon (W.E.S., A.J.)
| | - Tracy L Swanson
- Research Service, VA Portland Health Care System, Portland, Oregon (R.T., A.J.E., T.L.S., J.L.S., W.E.S., S.H.B., K.M.W., J.F.R., A.J.); Coda Research, Portland, Oregon (R.T.); Departments of Psychiatry (R.T., A.J.E., T.L.S., J.L.S., W.E.S., S.H.B., K.M.W., J.F.R., A.J.), Behavioral Neuroscience (A.J.E., A.J.), Oregon Health & Science University, Portland, Oregon; and The Methamphetamine Abuse Research Center, VA Portland Health Care System and Oregon Health & Science University, Portland, Oregon (W.E.S., A.J.)
| | - Jennifer L Schmachtenberg
- Research Service, VA Portland Health Care System, Portland, Oregon (R.T., A.J.E., T.L.S., J.L.S., W.E.S., S.H.B., K.M.W., J.F.R., A.J.); Coda Research, Portland, Oregon (R.T.); Departments of Psychiatry (R.T., A.J.E., T.L.S., J.L.S., W.E.S., S.H.B., K.M.W., J.F.R., A.J.), Behavioral Neuroscience (A.J.E., A.J.), Oregon Health & Science University, Portland, Oregon; and The Methamphetamine Abuse Research Center, VA Portland Health Care System and Oregon Health & Science University, Portland, Oregon (W.E.S., A.J.)
| | - William E Schutzer
- Research Service, VA Portland Health Care System, Portland, Oregon (R.T., A.J.E., T.L.S., J.L.S., W.E.S., S.H.B., K.M.W., J.F.R., A.J.); Coda Research, Portland, Oregon (R.T.); Departments of Psychiatry (R.T., A.J.E., T.L.S., J.L.S., W.E.S., S.H.B., K.M.W., J.F.R., A.J.), Behavioral Neuroscience (A.J.E., A.J.), Oregon Health & Science University, Portland, Oregon; and The Methamphetamine Abuse Research Center, VA Portland Health Care System and Oregon Health & Science University, Portland, Oregon (W.E.S., A.J.)
| | - Shelley H Bloom
- Research Service, VA Portland Health Care System, Portland, Oregon (R.T., A.J.E., T.L.S., J.L.S., W.E.S., S.H.B., K.M.W., J.F.R., A.J.); Coda Research, Portland, Oregon (R.T.); Departments of Psychiatry (R.T., A.J.E., T.L.S., J.L.S., W.E.S., S.H.B., K.M.W., J.F.R., A.J.), Behavioral Neuroscience (A.J.E., A.J.), Oregon Health & Science University, Portland, Oregon; and The Methamphetamine Abuse Research Center, VA Portland Health Care System and Oregon Health & Science University, Portland, Oregon (W.E.S., A.J.)
| | - Katherine M Wolfrum
- Research Service, VA Portland Health Care System, Portland, Oregon (R.T., A.J.E., T.L.S., J.L.S., W.E.S., S.H.B., K.M.W., J.F.R., A.J.); Coda Research, Portland, Oregon (R.T.); Departments of Psychiatry (R.T., A.J.E., T.L.S., J.L.S., W.E.S., S.H.B., K.M.W., J.F.R., A.J.), Behavioral Neuroscience (A.J.E., A.J.), Oregon Health & Science University, Portland, Oregon; and The Methamphetamine Abuse Research Center, VA Portland Health Care System and Oregon Health & Science University, Portland, Oregon (W.E.S., A.J.)
| | - John F Reed
- Research Service, VA Portland Health Care System, Portland, Oregon (R.T., A.J.E., T.L.S., J.L.S., W.E.S., S.H.B., K.M.W., J.F.R., A.J.); Coda Research, Portland, Oregon (R.T.); Departments of Psychiatry (R.T., A.J.E., T.L.S., J.L.S., W.E.S., S.H.B., K.M.W., J.F.R., A.J.), Behavioral Neuroscience (A.J.E., A.J.), Oregon Health & Science University, Portland, Oregon; and The Methamphetamine Abuse Research Center, VA Portland Health Care System and Oregon Health & Science University, Portland, Oregon (W.E.S., A.J.)
| | - Aaron Janowsky
- Research Service, VA Portland Health Care System, Portland, Oregon (R.T., A.J.E., T.L.S., J.L.S., W.E.S., S.H.B., K.M.W., J.F.R., A.J.); Coda Research, Portland, Oregon (R.T.); Departments of Psychiatry (R.T., A.J.E., T.L.S., J.L.S., W.E.S., S.H.B., K.M.W., J.F.R., A.J.), Behavioral Neuroscience (A.J.E., A.J.), Oregon Health & Science University, Portland, Oregon; and The Methamphetamine Abuse Research Center, VA Portland Health Care System and Oregon Health & Science University, Portland, Oregon (W.E.S., A.J.)
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Abstract
AIM The current study explores pre-incarceration polysubstance use patterns among a justice-involved population who use opioids. Design: Setting: Data from prison and jail substance use programing in the state of Kentucky from 2015-2017 was examined. Participants: A cohort of 6,569 individuals who reported both pre-incarceration use of opioids and reported the use of more than one substance per day. Measurements: To determine the different typologies of polysubstance use involving opioids, latent profile analysis of the pre-incarceration thirty-day drug use of eight substances was conducted. Multinomial logistic regression predicted latent profile membership. Findings: Six unique profiles of polysubstance use involving opioids and other substances were found; Primarily Alcohol (9.4%), Primarily Heroin (19.0%), Less Polysubstance Use (34.3%), Tranquilizer Polysubstance Use (16.3%), Primarily Buprenorphine (7.8%), and Stimulant-Opioid (13.2%). Profiles differed by rural/urban geography, injection drug use, physical, and mental health symptoms. Conclusion: Findings indicate the heterogeneity of opioid use among a justice-involved population. More diverse polysubstance patterns may serve as a proxy to identifying individuals with competing physical and mental health needs. Future interventions could be tailored to polysubstance patterns during the period of justice-involvement.
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Affiliation(s)
- Amanda M. Bunting
- Department of Sociology, University of Kentucky, Lexington, Kentucky, USA
| | - Carrie Oser
- Department of Sociology, University of Kentucky, Lexington, Kentucky, USA
- Center on Drug and Alcohol and Research, University of Kentucky, Lexington, Kentucky, USA
| | - Michele Staton
- Center on Drug and Alcohol and Research, University of Kentucky, Lexington, Kentucky, USA
- Department of Behavioral Science, University of Kentucky, Lexington, Kentucky, USA
| | - Hannah Knudsen
- Center on Drug and Alcohol and Research, University of Kentucky, Lexington, Kentucky, USA
- Department of Behavioral Science, University of Kentucky, Lexington, Kentucky, USA
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Lippold K, Ali B. Racial/ethnic differences in opioid-involved overdose deaths across metropolitan and non-metropolitan areas in the United States, 1999-2017. Drug Alcohol Depend 2020; 212:108059. [PMID: 32447173 DOI: 10.1016/j.drugalcdep.2020.108059] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/21/2020] [Revised: 05/04/2020] [Accepted: 05/05/2020] [Indexed: 01/12/2023]
Abstract
BACKGROUND From 1999 to 2017, more than 400,000 Americans died from a drug overdose death involving an opioid. Early surveillance studies have observed large variations in opioid-involved overdose deaths among different geographic regions and racial/ethnic groups. The purpose of this study was to characterize trends in racial/ethnic opioid-involved overdose deaths across metropolitan and non-metropolitan areas in the United States from 1999 to 2017. METHODS The analysis used National Vital Statistics System data from 1999 to 2017 that were accessed through the CDC WONDER online database. Drug overdose deaths involving any opioid were identified using the International Classification of Diseases, Tenth Revision, codes and were represented as age-adjusted rates per 100,000 population. Joinpoint regression was used to examine trends in opioid-involved overdose deaths among racial/ethnic groups (non-Hispanic white, non-Hispanic black, Hispanic, non-Hispanic other) by metropolitan and non-metropolitan status (large metropolitan areas, medium-small metropolitan areas, and non-metropolitan areas). RESULTS The annual age-adjusted death rates for drug overdose deaths that involved any opioid significantly increased for all racial/ethnic groups in metropolitan and non-metropolitan areas from 1999 to 2017. The largest average annual increases in rates occurred among non-Hispanic whites in non-metropolitan areas (13.6% increase per year) and medium-small metropolitan areas (12.3% increase per year), followed by non-Hispanic blacks in medium-small metropolitan areas (11.3% increase per year). CONCLUSIONS The variations in opioid-involved overdose deaths among different racial/ethnic groups across geographic regions support the existence of multiple sub-epidemics in the current opioid overdose crisis and provide directions for targeted intervention efforts.
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Affiliation(s)
- Kumiko Lippold
- Milkin Institute School of Public Health, The George Washington University, 950 New Hampshire Avenue NW, Washington, DC 20052, United States.
| | - Bina Ali
- Milkin Institute School of Public Health, The George Washington University, 950 New Hampshire Avenue NW, Washington, DC 20052, United States; Pacific Institute for Research and Evaluation, 11720 Beltsville Drive, Suite 900 Calverton, MD 20705, United States.
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Bunting AM, Victor G, Pike E, Staton M. The Impact of Policy Changes on Heroin and Nonmedical Prescription Opioid Use among an Incarcerated Population in Kentucky, 2008-2016. CRIMINAL JUSTICE POLICY REVIEW 2020; 31:746-762. [PMID: 33692607 PMCID: PMC7939129 DOI: 10.1177/0887403419838029] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
In response to the opioid epidemic, there have been several national and state-level policies enacted. Consideration of how criminal justice-involved individuals are affected by such policies has received limited attention, despite disproportionately higher use among this population. Bivariate statistics examined yearly trends and logistic regressiosns examined demographic correlates of nonmedical prescription opioid and heroin use among Kentucky inmates over an eight-year time-span of important national and local policy changes (n=34,542). Results indicate that among incarcerated individuals, prior use of heroin increased 204% from 2008 to 2016, with increases possibly linked to key policy changes associated with OxyContin reformulation and state implementation of a prescription drug monitoring program. The current incarcerated population had more severe use patterns when considering general population research. Consideration of criminal justice-involved populations is crucial to understanding and treating the opioid epidemic.
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Lewer D, Freer J, King E, Larney S, Degenhardt L, Tweed EJ, Hope VD, Harris M, Millar T, Hayward A, Ciccarone D, Morley KI. Frequency of health-care utilization by adults who use illicit drugs: a systematic review and meta-analysis. Addiction 2020; 115:1011-1023. [PMID: 31705770 PMCID: PMC7210080 DOI: 10.1111/add.14892] [Citation(s) in RCA: 104] [Impact Index Per Article: 20.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/05/2019] [Revised: 06/04/2019] [Accepted: 11/04/2019] [Indexed: 11/26/2022]
Abstract
AIMS To summarize evidence on the frequency and predictors of health-care utilization among people who use illicit drugs. DESIGN Systematic search of MEDLINE, EMBASE and PsychINFO for observational studies reporting health-care utilization published between 1 January 2000 and 3 December 2018. We conducted narrative synthesis and meta-analysis following a registered protocol (identifier: CRD42017076525). SETTING AND PARTICIPANTS People who use heroin, powder cocaine, crack cocaine, methamphetamine, amphetamine, ecstasy/3,4-methylenedioxymethamphetamine (MDMA), cannabis, hallucinogens or novel psychoactive substances; have a diagnosis of 'substance use disorder'; or use drug treatment services. MEASUREMENTS Primary outcomes were the cumulative incidence (risk) and rate of care episodes in three settings: primary care, hospital admissions (in-patient) and emergency department (ED). FINDINGS Ninety-two studies were included, 84% from North America and Australia. Most studies focused on people using heroin, methamphetamine or crack cocaine, or who had a diagnosis of drug dependence. We were able to conduct a meta-analysis of rates across 25 studies reporting ED episodes and 25 reporting hospital admissions, finding pooled rates of 151 [95% confidence interval (CI) = 114-201] and 41 (95% CI = 30-57) per 100 person-years, respectively; on average 4.8 and 7.1 times more often than the general population. Heterogeneity was very high and was not explained by drugs used, country of study, recruitment setting or demographic characteristics. Predictors of health-care utilization were consistent across studies and included unstable housing, drug injection and mental health problems. Opioid substitution therapy was consistently associated with reduced ED presentation and hospital admission. There was minimal research on health-care utilization by people using ecstasy/MDMA, powder cocaine, hallucinogens or novel psychoactive substances. CONCLUSIONS People who use illicit drugs are admitted to emergency department or hospital several times more often than the general population.
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Affiliation(s)
- Dan Lewer
- UCL Collaborative Centre for Inclusion HealthInstitute of Epidemiology and Health Care UCLLondonUK
- National Addictions Centre, Institute of Psychiatry, Psychology and Neuroscience, King's College LondonLondonUK
| | - Joseph Freer
- Centre for Primary Care and Public HealthQueen Mary University of LondonLondonUK
| | - Emma King
- UCL Collaborative Centre for Inclusion HealthInstitute of Epidemiology and Health Care UCLLondonUK
| | - Sarah Larney
- National Drug and Alcohol Research Centre (NDARC)University of New South WalesRandwick,NSWAustralia
| | - Louisa Degenhardt
- National Drug and Alcohol Research Centre (NDARC)University of New South WalesRandwick,NSWAustralia
| | - Emily J. Tweed
- MRC/CSO Social and Public Health Sciences UnitUniversity of GlasgowGlasgowUK
| | - Vivian D. Hope
- Public Health InstituteLiverpool John Moores UniversityLiverpoolUK
| | - Magdalena Harris
- Department of Public Health, Environments and SocietyLondon School of Hygiene and Tropical Medicine, LondonUK
| | - Tim Millar
- Centre for Mental Health and SafetyThe University of ManchesterManchesterUK
| | - Andrew Hayward
- UCL Collaborative Centre for Inclusion HealthInstitute of Epidemiology and Health Care UCLLondonUK
| | - Dan Ciccarone
- Department of Family and Community MedicineUniversity of CaliforniaSan FranciscoCAUSA
| | - Katherine I. Morley
- National Addictions Centre, Institute of Psychiatry, Psychology and Neuroscience, King's College LondonLondonUK
- Centre for Epidemiology and Biostatistics, Melbourne School of Global and Population HealthThe University of MelbourneMelbourneAustralia
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Jones NS, Comparin JH. Interpol review of controlled substances 2016-2019. Forensic Sci Int Synerg 2020; 2:608-669. [PMID: 33385148 PMCID: PMC7770462 DOI: 10.1016/j.fsisyn.2020.01.019] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2020] [Accepted: 01/23/2020] [Indexed: 12/14/2022]
Abstract
This review paper covers the forensic-relevant literature in controlled substances from 2016 to 2019 as a part of the 19th Interpol International Forensic Science Managers Symposium. The review papers are also available at the Interpol website at: https://www.interpol.int/content/download/14458/file/Interpol%20Review%20Papers%202019.pdf.
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Affiliation(s)
- Nicole S. Jones
- RTI International, Applied Justice Research Division, Center for Forensic Sciences, 3040 E. Cornwallis Road, Research Triangle Park, NC, 22709-2194, USA
| | - Jeffrey H. Comparin
- United States Drug Enforcement Administration, Special Testing and Research Laboratory, USA
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Smith KE, Archuleta A, Staton M, Winston E. Risk factors for heroin use following release from jail or prison in adults in a Central Appalachian state between 2012-2017. THE AMERICAN JOURNAL OF DRUG AND ALCOHOL ABUSE 2020; 46:485-497. [PMID: 33223579 PMCID: PMC7678949 DOI: 10.1080/00952990.2020.1725032] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/20/2019] [Revised: 01/27/2020] [Accepted: 01/28/2020] [Indexed: 02/05/2023]
Abstract
Background Corrections-involved adults with a history of opioid use disorder are at elevated risk of opioid overdose following release from correctional settings. Increased opioid prescribing restrictions and monitoring during a time when heroin is becoming cheaper and ubiquitous means that adults who misused prescription opioids prior to incarceration may be reentering communities at greater risk for heroin exposure and use. Objectives Determine risk factors of post-release heroin use among a sample of adults who participated in corrections-based drug treatment in Kentucky released between 2012 and 2017. Methods Survey data obtained as part of an ongoing evaluation of corrections-based drug treatment were examined. Results The final sample (N = 1,563) was majority male (80.9%). Nearly 11.0% reported past-year heroin use following their release. Depressive symptoms, polydrug use, and urban proximity were more common among participants reporting post-release heroin use. Heroin use 30 days prior to incarceration was associated with a 432.1% increase in odds of heroin use subsequent to incarceration. Post-release suicidal ideation increased odds of heroin use by 154.2%, whereas reporting satisfaction from social interactions decreased odds of use by nearly 60%. Post-release use of cocaine and diverted buprenorphine were associated with increased likelihood of heroin use during this time period, increasing odds by 469.1% and 265.9%, respectively. Residing in Central Appalachia subsequent to incarceration was associated with decreased likelihood of use. Conclusions In this sample, post-release heroin use was associated with concerning features, such as polydrug use, lack of social satisfaction, and suicidal ideation. These features can serve as clear targets for clinical intervention.
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Affiliation(s)
- Kirsten Elin Smith
- Center on Drug and Alcohol and Research, University of Kentucky, Lexington, KY, USA
- Kent School of Social Work, University of Louisville, Louisville, KY, USA
| | - Adrian Archuleta
- Kent School of Social Work, University of Louisville, Louisville, KY, USA
| | - Michele Staton
- Center on Drug and Alcohol and Research, University of Kentucky, Lexington, KY, USA
- Department of Behavioral Science, University of Kentucky, Lexington, KY, USA
| | - Erin Winston
- Center on Drug and Alcohol and Research, University of Kentucky, Lexington, KY, USA
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Smith KE, Tillson MD, Staton M, Winston EM. Characterization of diverted buprenorphine use among adults entering corrections-based drug treatment in Kentucky. Drug Alcohol Depend 2020; 208:107837. [PMID: 31951906 PMCID: PMC7418075 DOI: 10.1016/j.drugalcdep.2020.107837] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/10/2019] [Revised: 12/17/2019] [Accepted: 12/26/2019] [Indexed: 02/09/2023]
Abstract
BACKGROUND Illicit, medically unsupervised use of buprenorphine (i.e., "diverted use") among vulnerable and underserved populations, such as corrections-involved adults, remains underexplored. METHODS Survey data (2016-2017) collected as part of a clinical assessment of incarcerated adults entering corrections-based substance use treatment in Kentucky were analyzed. For years examined, 12,915 completed the survey. Removing cases for participants who did not reside in Kentucky for >6 months during the one-year pre-incarceration period (n = 908) resulted in a final sample size of 12,007. RESULTS Over a quarter of the sample reported past-year diverted buprenorphine use prior to incarceration and 21.8 % reported use during the 30-days prior to incarceration, using 6.5 months and 14.3 days on average, respectively. A greater proportion of participants who reported diverted buprenorphine use had previously been engaged with some substance use treatment (77.0 %) and reported greater perceived need for treatment (79.4 %) compared to those who did not report use. Use was more likely among participants who were younger, white, male, and who reported rural or Appalachian residence. Diverted buprenorphine users also evidenced extensive polydrug use and presented with greater substance use disorder severity. Non-medical prescription opioid, heroin, and diverted methadone use were associated with increased odds of diverted buprenorphine use while kratom was not. Diverted methadone use was associated with a 252.9 % increased likelihood of diverted buprenorphine use. CONCLUSIONS Diverted buprenorphine use among participants in this sample was associated with concerning high-risk behaviors and may indicate barriers to accessing opioid agonist therapies for corrections-involved Kentucky residents, particularly those in rural Appalachia.
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Affiliation(s)
- Kirsten E Smith
- Center on Drug and Alcohol and Research, University of Kentucky, Lexington, Kentucky 40508, United States; Kent School of Social Work, University of Louisville, Louisville, Kentucky, 40292, United States.
| | - Martha D Tillson
- Center on Drug and Alcohol and Research, University of Kentucky, Lexington, Kentucky 40508, United States; Department of Sociology, University of Kentucky, Lexington, Kentucky, 40508, United States
| | - Michele Staton
- Center on Drug and Alcohol and Research, University of Kentucky, Lexington, Kentucky 40508, United States; Department of Behavioral Science, University of Kentucky, Lexington, Kentucky, 40508, United States
| | - Erin M Winston
- Center on Drug and Alcohol and Research, University of Kentucky, Lexington, Kentucky 40508, United States
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Balyan R, Hahn D, Huang H, Chidambaran V. Pharmacokinetic and pharmacodynamic considerations in developing a response to the opioid epidemic. Expert Opin Drug Metab Toxicol 2020; 16:125-141. [PMID: 31976778 PMCID: PMC7199505 DOI: 10.1080/17425255.2020.1721458] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2019] [Accepted: 01/22/2020] [Indexed: 12/14/2022]
Abstract
Introduction: Opioids continue to be used widely for pain management. Widespread availability of prescription opioids has led to opioid abuse and addiction. Besides steps to reduce inappropriate prescribing, exploiting opioid pharmacology to make their use safer is important.Areas covered: This article discusses the pathology and factors underlying opioid abuse. Pharmacokinetic and pharmacodynamic properties affecting abuse liability of commonly abused opioids have been highlighted. These properties inform the development of ideal abuse deterrent products. Mechanisms and cost-effectiveness of available abuse deterrent products have been reviewed in addition to the pharmacology of medications used to treat addiction.Expert opinion: The opioid crisis presents unique challenges to managing pain effectively given the limited repertoire of strong analgesics. The 5-point strategy to combat the opioid crisis calls for better preventive, treatment, and recovery services, better data, better pain management, better availability of overdose-reversing drugs and better research. There is an urgent need to decrease the cost of abuse deterrent opioids which deters their cost-effectiveness. In addition, discovery of novel analgesics, further insight into central and peripheral pain mechanisms, understanding genomic risk profiles for efficient targeted efforts, and education will be key to winning this fight against the opioid crisis.
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Affiliation(s)
- Rajiv Balyan
- Department of Anesthesia, Cincinnati Children’s Hospital Medical Center, Cincinnati, USA
- Division of Clinical Pharmacology, Cincinnati Children’s Hospital Medical Center, Cincinnati, USA
| | - David Hahn
- Division of Clinical Pharmacology, Cincinnati Children’s Hospital Medical Center, Cincinnati, USA
| | - Henry Huang
- Department of Anesthesia, Cincinnati Children’s Hospital Medical Center, Cincinnati, USA
| | - Vidya Chidambaran
- Department of Anesthesia, Cincinnati Children’s Hospital Medical Center, Cincinnati, USA
- Department of Pediatrics, College of Medicine, University of Cincinnati, Cincinnati, USA
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Abonamah JV, Eckenrode BA, Moini M. On-site detection of fentanyl and its derivatives by field portable nano-liquid chromatography-electron lonization-mass spectrometry (nLC-EI-MS). Forensic Chem 2019. [DOI: 10.1016/j.forc.2019.100180] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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