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Cano M, Jones A, Silverstein SM, Daniulaityte R, LoVecchio F. Naloxone administration and survival in overdoses involving opioids and stimulants: An analysis of law enforcement data from 63 Pennsylvania counties. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2025; 135:104678. [PMID: 39637491 PMCID: PMC11724750 DOI: 10.1016/j.drugpo.2024.104678] [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: 08/27/2024] [Revised: 11/22/2024] [Accepted: 11/28/2024] [Indexed: 12/07/2024]
Abstract
BACKGROUND In consideration of rising opioid-stimulant deaths in the United States, this study explored rates of naloxone administration and survival in suspected opioid overdoses with, versus without, stimulants co-involved. METHODS The study analyzed 26,635 suspected opioid-involved overdoses recorded by law enforcement/first-responders in the Pennsylvania Overdose Information Network in 63 Pennsylvania counties, January 2018-July 2024. All measures, including suspected drug involvement, were based on first-responder assessment/report. Relative frequencies and chi-square tests were first used to compare suspected opioid overdoses with, versus without, stimulants (cocaine or methamphetamine) co-involved. Next, mediation analyses tested naloxone administration as a mediator in the association between stimulant co-involvement (in opioid overdoses) and survival. RESULTS Naloxone was reportedly administered in 72.2 % of the suspected opioid-no-cocaine overdoses, compared to 55.1 % of the opioid-cocaine-involved overdoses, and 72.1 % of the opioid-no-methamphetamine overdoses vs. 52.4 % of the opioid-methamphetamine-involved overdoses. With respect to survival rates, 18.0 % of the suspected opioid-no-cocaine overdoses ended in death, compared to 41.3 % of the opioid-cocaine overdoses; 18.1 % of the opioid-no-methamphetamine overdoses ended in death, versus 42.9 % of the opioid-methamphetamine overdoses. In mediation analyses (adjusted for demographics, county, year, and other drug co-involvement), naloxone administration mediated 38.7 % (95 % Confidence Interval [CI], 31.3-46.0 %) of the association between suspected cocaine co-involvement and survival and 39.2 % (95 % CI, 31.3-47.1 %) of the association between suspected methamphetamine co-involvement and survival. CONCLUSIONS Among suspected opioid overdoses recorded in the Pennsylvania Overdose Information Network, stimulant co-involvement was associated with lower naloxone administration and higher fatality, with naloxone partially mediating the association between stimulant co-involvement and death.
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Affiliation(s)
- Manuel Cano
- School of Social Work, Arizona State University, 411 N Central Ave Suite 863, Phoenix, AZ 85004, United States.
| | - Abenaa Jones
- The Department of Human Development and Family Studies, The Consortium on Substance Use and Addiction, The Pennsylvania State University, 218 Health and Human Development Building, University Park, PA 16802, United States
| | - Sydney M Silverstein
- Wright State University Boonshoft School of Medicine, 2555 University Blvd., Dayton, OH 45435, United States
| | - Raminta Daniulaityte
- College of Health Solutions, Arizona State University, 425 N 5th Street, Phoenix, AZ 85004, United States
| | - Frank LoVecchio
- College of Health Solutions, Arizona State University, 425 N 5th Street, Phoenix, AZ 85004, United States; Valleywise Health Medical Center, 2601 E Roosevelt St., Phoenix, AZ 85008, United States
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Kitzman JM, Mesheriakova VV, Borucki AN, Agarwal R. Substance Use Disorders in Adolescents and Young Adults: History and Perioperative Considerations From the Society for Pediatric Pain Medicine. Anesth Analg 2024; 139:1244-1255. [PMID: 37450650 DOI: 10.1213/ane.0000000000006623] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/18/2023]
Abstract
Substance use disorders (SUDs) are on the rise in children and young adults in the United States. According to reports, over 40 million people aged 12 and older had a diagnosed SUD in 2020. 1 A recent report from the Centers for Disease Control and Prevention (CDC) found that overdose death in children aged 10 to 19 years old increased 109% from 2019 to 2021. 2 Given the rapidly increasing prevalence of SUD, anesthesiologists will almost certainly encounter children, adolescents, and young adults with a history of recreational drug use or nonmedical use of prescription opioids in the perioperative period. Since the perioperative period can be a particularly challenging time for patients with SUD, anesthesiologists can tailor their perioperative care to reduce rates of relapse and can serve as both advocates and educators for this vulnerable patient population. This article examines the history of SUD and physiology of substance use in children, adolescents, and young adults, including reasons why young people are more susceptible to the addictive effects of many substances. The coronavirus disease 2019 (COVID-19) pandemic impacted many aspects of life, including increased social isolation and shifted dynamics at home, both thought to impact substance use. 3 Substance use patterns in the wake of the COVID-19 pandemic are explored. Although current literature is mostly on adults, the evidence-based medical treatments for patients with SUD are reviewed, and recommendations for perioperative considerations are suggested. The emphasis of this review is on opioid use disorder, cannabis, and vaping particularly because these have disproportionately affected the younger population. The article provides recommendations and resources for recognizing and treating adolescents and young adults at risk for SUD in the perioperative period. It also provides suggestions to reduce new persistent postoperative opioid use.
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Affiliation(s)
- Jamie M Kitzman
- From the Department of Anesthesiology, Division of Pediatric Anesthesiology, Emory University School of Medicine, Atlanta, Georgia
| | - Veronika V Mesheriakova
- Department of Pediatrics, Division of Adolescent and Young Adult Medicine, University of California San Francisco, San Francisco, California
| | - Amber N Borucki
- Department of Anesthesiology, University of California San Francisco, San Francisco, California
| | - Rita Agarwal
- Department of Anesthesiology, Perioperative Medicine, and Pain Management, Stanford University School of Medicine, Stanford, California
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3
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Graham SS, Sharma N, Hooker TB, Harrison K, Claborn K. COVID-19 public health restrictions and opioid overdoes: a summative content analysis of emergency medical services records in three Texas counties. Subst Abuse Treat Prev Policy 2024; 19:45. [PMID: 39516912 PMCID: PMC11545770 DOI: 10.1186/s13011-024-00627-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2024] [Accepted: 10/29/2024] [Indexed: 11/16/2024] Open
Abstract
BACKGROUND With the broad recognition of increased U.S. opioid overdose (OOD) rates between 2020 and 2021, media, public health, and healthcare organizations have raised significant concerns over the emergence of a simultaneous COVID-19-opioid "twindemic." Research in this area has explored the possible relationships between negative externalities associated with the pandemic and/or COVID-19 public health interventions and increased risks for opioid use and overdose alongside diminished outcomes following OOD events. METHODS The study offers a summative content analysis of Emergency Medical Service (EMS) responses to opioid overdose (OOD) events before and after the institution of COVID-19 restrictions. Specifically, the study investigates three Texas counties to evaluate changing OOD rates, patient demographics, and OOD event features. The analysis uses a previously validated machine learning tool to identify OOD events and conducted a summative content analysis of identified events. RESULTS A total of 1170 OOD responses events were identified in the three-county dataset. This includes 874 in Travis County, 242 in El Paso County, and 54 in Williamson County. Each county experienced modest changes in EMS calls for OOD events between the pre-restriction and public health restriction time periods. Travis County's OOD event rate declined from 454 to 420. El Paso's increased from 103 to 139, and Williamson County's increased from 23 to 31. These changes were not significant as percentage of possible OOD events or based on by-month comparison. The notable differences between pre-restriction and public health restriction periods were significant decreases in documentation of patient race/ethnicity in Travis and Williamson Counties, significant decreases in housing insecurity and use alone in Travis County, and an increase in transport refusal after treatment in the field in Travis County. CONCLUSIONS Ultimately the results presented here problematize prevailing analyses about the so-called opioid-COVID-19 "twindemic." The data further support emerging trends about substantial geographic variation and show some ways that COVID-19 mitigation measures may have improved conditions for some populations, particularly in terms of housing security. Additionally, the results presented here indicate that further attention should be paid to the effects of first responder stress on documentation quality.
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Affiliation(s)
- S Scott Graham
- The Addiction Research Institute, The University of Texas at Austin, 3001 Lake Austin Blvd., Suite 1.204, Austin, TX, 78703, USA.
- The Department of Rhetoric and Writing, The University of Texas at Austin, 208 W. 21st St, STOP B5500, Austin, TX, 78712, USA.
| | - Nandini Sharma
- The Moody College of Communication, The University of Texas at Austin, 300 W. Dean Keeton (A0900), Austin, TX, 78712-1069, USA
| | - Tristin B Hooker
- The Department of Rhetoric and Writing, The University of Texas at Austin, 208 W. 21st St, STOP B5500, Austin, TX, 78712, USA
| | - Kimberlyn Harrison
- The Department of Rhetoric and Writing, The University of Texas at Austin, 208 W. 21st St, STOP B5500, Austin, TX, 78712, USA
| | - Kasey Claborn
- The Addiction Research Institute, The University of Texas at Austin, 3001 Lake Austin Blvd., Suite 1.204, Austin, TX, 78703, USA
- The Steve Hicks School of Social Work, The University of Texas at Austin, 1925 San Jacinto Blvd, Austin, TX, 78712, USA
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Dahan A, Franko TS, Carroll JW, Craig DS, Crow C, Galinkin JL, Garrity JC, Peterson J, Rausch DB. Fact vs. fiction: naloxone in the treatment of opioid-induced respiratory depression in the current era of synthetic opioids. Front Public Health 2024; 12:1346109. [PMID: 38481848 PMCID: PMC10933112 DOI: 10.3389/fpubh.2024.1346109] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2023] [Accepted: 02/05/2024] [Indexed: 05/12/2024] Open
Abstract
Opioid-induced respiratory depression (OIRD) deaths are ~80,000 a year in the US and are a major public health issue. Approximately 90% of fatal opioid-related deaths are due to synthetic opioids such as fentanyl, most of which is illicitly manufactured and distributed either on its own or as an adulterant to other drugs of abuse such as cocaine or methamphetamine. Other potent opioids such as nitazenes are also increasingly present in the illicit drug supply, and xylazine, a veterinary tranquilizer, is a prevalent additive to opioids and other drugs of abuse. Naloxone is the main treatment used to reverse OIRD and is available as nasal sprays, prefilled naloxone injection devices, and generic naloxone for injection. An overdose needs to be treated as soon as possible to avoid death, and synthetic opioids such as fentanyl are up to 50 times more potent than heroin, so the availability of new, higher-dose, 5-mg prefilled injection or 8-mg intranasal spray naloxone preparations are important additions for emergency treatment of OIRDs, especially by lay people in the community. Higher naloxone doses are expected to reverse a synthetic overdose more rapidly and the current formulations are ideal for use by untrained lay people in the community. There are potential concerns about severe withdrawal symptoms, or pulmonary edema from treatment with high-dose naloxone. However, from the perspective of first responders, the balance of risks would point to administration of naloxone at the dose required to combat the overdose where the risk of death is very high. The presence of xylazines as an adulterant complicates the treatment of OIRDs, as naloxone is probably ineffective, although it will reverse the respiratory depression due to the opioid. For these patients, hospitalization is particularly vital. Education about the benefits of naloxone remains important not only in informing people about how to treat emergency OIRDs but also how to obtain naloxone. A call to emergency services is also essential after administering naloxone because, although the patient may revive, they may overdose again later because of the short half-life of naloxone and the long-lasting potency of fentanyl and its analogs.
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Affiliation(s)
- Albert Dahan
- Department of Anesthesiology, Anesthesia and Pain Research Unit, Leiden University Medical Center, Leiden, Netherlands
| | - Thomas S. Franko
- Department of Pharmacy Practice, Wilkes University, Wilkes-Barre, PA, United States
| | - James W. Carroll
- White House Office of National Drug Policy, Washington, DC, United States
| | - David S. Craig
- Department of Pharmacy, Moffitt Cancer Center and Research Institute, Tampa, FL, United States
| | | | | | | | | | - David B. Rausch
- Tennessee Bureau of Investigation, Nashville, TN, United States
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Abasilim C, Friedman LS, Karch L, Holloway-Beth A. Trends in non-fatal and fatal opioid overdoses during the first two years of the coronavirus disease-2019 pandemic. Ann Epidemiol 2024; 90:35-41. [PMID: 38501569 DOI: 10.1016/j.annepidem.2023.10.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2023] [Revised: 09/19/2023] [Accepted: 10/26/2023] [Indexed: 03/20/2024]
Abstract
PURPOSE This study assessed opioid-involved overdose rates by age, sex, and race-ethnicity across strict pandemic mitigation phases and how this varied across data systems. METHODS We examined opioid-involved overdoses using medical examiner and hospital data for Cook County, Illinois between 2016-2021. Multivariable segmented regression was used to assess weekly overdose rates across subgroups of age, sex and race/ethnicity and strict pandemic mitigation phases. RESULTS The overall rate of weekly opioid-involved overdoses increased when assessing the medical examiner (β = 0.01; 95% CI = 0.01,0.02; P ≤ .001) and emergency department visits data sources (β = 0.15; 95% CI = 0.09,0.20; P ≤ .001) but not for the hospital admissions data source. We found differences in overdose rates across subgroups and phases of pandemic mandates. Fatal overdoses increased during lockdown-1 while admissions and emergency department (ED) visits for opioid-involved overdoses generally decreased across all phases of pandemic mitigation mandates except for the period following lockdown-1. Across pandemic mitigation phases, Hispanics and individuals under 25 years did not demonstrate any change in admissions and ED visits for overdoses. CONCLUSIONS We underscore the importance of utilizing multiple sources of surveillance to better characterize opioid-involved overdoses and for public health planning.
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Affiliation(s)
- Chibuzor Abasilim
- Division of Environmental and Occupational Health Sciences, School of Public Health, University of Illinois Chicago, Chicago, IL
| | - Lee S Friedman
- Division of Environmental and Occupational Health Sciences, School of Public Health, University of Illinois Chicago, Chicago, IL
| | - Lydia Karch
- Epidemiology Unit, Cook County Department of Public Health, Bridgeview, IL
| | - Alfreda Holloway-Beth
- Division of Environmental and Occupational Health Sciences, School of Public Health, University of Illinois Chicago, Chicago, IL; Epidemiology Unit, Cook County Department of Public Health, Bridgeview, IL
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Anderson HD, Patterson VP, Wright G, Rawlings JE, Moore GD, Leonard J, Page II RL. Evaluating the Effect of COVID-19 on Outpatient Opioid Utilization Among Health First Colorado Members and a National Non-Medicaid Cohort: An Interrupted Time Series Analysis. Ther Clin Risk Manag 2023; 19:745-753. [PMID: 37744558 PMCID: PMC10516188 DOI: 10.2147/tcrm.s424961] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2023] [Accepted: 08/26/2023] [Indexed: 09/26/2023] Open
Abstract
Objective COVID-19, coinciding with the opioid epidemic in the United States, has had significant impacts on health-care utilization. While mixed, early analyses signaled a potential resurgence in opioid use following the pandemic. The primary study objective was to assess the association of the COVID-19 pandemic with opioid utilization among Health First Colorado (Colorado's Medicaid Program) members and a non-Medicaid managed care cohort who did not have a diagnosis of cancer or sickle cell disease. Patients and Methods Using an interrupted time series and segmented regression analysis, this population-level study assessed the association of the COVID-19 pandemic on prescribed utilization of long- and short-acting opioid analgesics among Health First Colorado members and a random sample of non-Medicaid managed care members. Pharmacy claims data for both cohorts were assessed between October 1, 2018, and September 30, 2021, with April 2020 identified as the interruption of interest. We evaluated the following monthly opioid use measures separately for short-acting and long-acting opioids: number of members filling an opioid, total fills, and total days supplied. Results Short- and long-acting opioid utilization was significantly decreasing among Health First Colorado members in the 18 months prior to the start of COVID-19. After the onset of the pandemic, utilization stabilized and slopes were not significantly different from zero. Among the non-Medicaid managed care cohort, short- and long-acting opioid utilization significantly decreased in the 18 months leading up to the onset of the pandemic. After the onset of the pandemic, utilization of long-acting opioids stabilized, while utilization of short-acting opioids significantly increased. Conclusion While we observed an increase in opioid utilization measures post-pandemic in the non-Medicaid managed care cohort, a similar increase was not observed in Health First Colorado members suggesting that thoughtful opioid policies put in place pre-pandemic may have been effective at controlling potential inappropriate opioid utilization.
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Affiliation(s)
- Heather D Anderson
- Department of Clinical Pharmacy, University of Colorado Skaggs School of Pharmacy and Pharmaceutical Sciences, Anschutz Medical Campus, Aurora, CO, USA
| | - Vanessa Paul Patterson
- Department of Clinical Pharmacy, University of Colorado Skaggs School of Pharmacy and Pharmaceutical Sciences, Anschutz Medical Campus, Aurora, CO, USA
| | - Garth Wright
- Department of Clinical Pharmacy, University of Colorado Skaggs School of Pharmacy and Pharmaceutical Sciences, Anschutz Medical Campus, Aurora, CO, USA
| | - Julia E Rawlings
- Department of Clinical Pharmacy, University of Colorado Skaggs School of Pharmacy and Pharmaceutical Sciences, Anschutz Medical Campus, Aurora, CO, USA
| | - Gina D Moore
- Department of Clinical Pharmacy, University of Colorado Skaggs School of Pharmacy and Pharmaceutical Sciences, Anschutz Medical Campus, Aurora, CO, USA
| | - Jim Leonard
- Colorado Department of Health Care Policy and Financing, Denver, CO, USA
| | - Robert L Page II
- Department of Clinical Pharmacy, University of Colorado Skaggs School of Pharmacy and Pharmaceutical Sciences, Anschutz Medical Campus, Aurora, CO, USA
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Brown KG, Chen CY, Dong D, Lake KJ, Butelman ER. Has the United States Reached a Plateau in Overdoses Caused by Synthetic Opioids After the Onset of the COVID-19 Pandemic? Examination of Centers for Disease Control and Prevention Data to November 2021. Front Psychiatry 2022; 13:947603. [PMID: 35873233 PMCID: PMC9300908 DOI: 10.3389/fpsyt.2022.947603] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/18/2022] [Accepted: 06/17/2022] [Indexed: 11/23/2022] Open
Abstract
Background Overdoses caused by synthetic mu-opioid receptor (MOR) agonists such as fentanyl are causing increasing mortality in the United States. The COVID-19 pandemic continues to have complex effects on public health, including opioid use disorders (OUD). It is unclear whether recent increases in mortality caused by synthetic opioids have reached a plateau (i.e., a stable period), after the onset of the COVID-19 pandemic. Method This study examined provisional overdose mortality data from the Centers for Disease Control and Prevention, for synthetic opioids excluding methadone (code T40.4; monthly data available from 39 States, plus New York City and Washington DC), for June 2019-November 2021. Data were first examined as crude mortality rates. The presence of a maximum plateau was analyzed for the last 4 months of available data. For authorities in which a plateau in mortality was detected, sigmoidal Boltzmann equations were used to model parameters of this phenomenon (e.g., level of the plateau). Results At the end of the study period, all but one authority (New Hampshire) reported increases in mortality rates for synthetic opioids, compared to the baseline month of June 2019 (range: 111-745% of baseline). A plateau was observed over the last 4 months of the study period (Aug 2021-Nov 2021) in 29 of the authorities. Ten other authorities had not reached a stable plateau at the end of the study period. For the authorities where a plateau was detected, a sigmoidal Boltzmann model revealed a fitted maximum of 262% rise in mortality over the study period, from the baseline month. The midpoint in the rise in mortality was fitted in September 2020. After separation of data into census regions, the highest plateau was observed in the West region, followed by South, Midwest, and Northeast (fitted plateau values were 409, 262, 204, and 149% of baseline, respectively). Discussion There were increases in overdose mortality due to synthetic opioids across most states, ranging considerably in magnitude. A plateau in overdose mortality was detected at the end of the study period in most of these authorities. The reasons for these plateaus should be explored, in order to develop optimized public health interventions.
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Affiliation(s)
| | | | | | | | - Eduardo R. Butelman
- Laboratory on the Biology of Addictive Diseases, The Rockefeller University, New York, NY, United States
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Crouse B, Wu MM, Gradinati V, Kassick AJ, Song D, Jahan R, Averick S, Runyon S, Comer SD, Pravetoni M. Efficacy and Selectivity of Monovalent and Bivalent Vaccination Strategies to Protect against Exposure to Carfentanil, Fentanyl, and Their Mixtures in Rats. ACS Pharmacol Transl Sci 2022; 5:331-343. [PMID: 35592436 PMCID: PMC9112413 DOI: 10.1021/acsptsci.1c00260] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Indexed: 12/23/2022]
Abstract
Drug-related fatal overdoses have significantly increased in the past decade due to the widespread availability of illicit fentanyl and other potent synthetic opioids such as carfentanil. Deliberate or accidental consumption or exposure to carfentanil, fentanyl, and their mixture induces respiratory depression and bradycardia that can be difficult to reverse with the opioid receptor antagonist naloxone. Vaccines offer a promising strategy to reduce the incidence of fatalities associated with fentanyl-related substances, as well as treatment for opioid use disorder (OUD). This study reports monovalent and bivalent vaccination strategies that elicit polyclonal antibody responses effective in protecting against the pharmacological actions of carfentanil, fentanyl, or carfentanil/fentanyl mixtures. Rats were prophylactically immunized with individual conjugate vaccines containing either carfentanil- or fentanyl-based haptens, or their combination in bivalent vaccine formulations, and then challenged with carfentanil, fentanyl, or their mixture. First, these studies identified a lead vaccine protective against carfentanil-induced antinociception, respiratory depression, and bradycardia. Then, efficacy against both carfentanil and fentanyl was achieved through bivalent vaccination strategies that combined lead anti-carfentanil and anti-fentanyl vaccines via either heterologous prime/boost or co-administration immunization regimens. These preclinical data support the development of vaccines as a viable strategy to prevent toxicity from exposure to excessive doses of carfentanil, fentanyl, or their mixtures.
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Affiliation(s)
- Bethany Crouse
- Department of Pharmacology, University of Minnesota Medical School, Minneapolis, Minnesota 55455, United States.,School of Veterinary Population Medicine, University of Minnesota, St. Paul, Minnesota 55108, United States
| | - Mariah M Wu
- Department of Pharmacology, University of Minnesota Medical School, Minneapolis, Minnesota 55455, United States.,School of Veterinary Population Medicine, University of Minnesota, St. Paul, Minnesota 55108, United States
| | - Valeria Gradinati
- Department of Pharmacology, University of Minnesota Medical School, Minneapolis, Minnesota 55455, United States
| | - Andrew J Kassick
- Neuroscience Institute, Allegheny Health Network, Allegheny General Hospita, Pittsburgh, Pennsylvania 15212, United States
| | - Daihyun Song
- Department of Pharmacology, University of Minnesota Medical School, Minneapolis, Minnesota 55455, United States
| | - Rajwana Jahan
- RTI International, Durham, North Carolina 27709, United States
| | - Saadyah Averick
- Neuroscience Institute, Allegheny Health Network, Allegheny General Hospita, Pittsburgh, Pennsylvania 15212, United States
| | - Scott Runyon
- RTI International, Durham, North Carolina 27709, United States
| | - Sandra D Comer
- Division on Substance Use Disorders, New York State Psychiatric Institute, and Department of Psychiatry, Columbia University Irving Medical Center, New York, New York 10032, United States
| | - Marco Pravetoni
- Department of Pharmacology, University of Minnesota Medical School, Minneapolis, Minnesota 55455, United States.,Center for Immunology, University of Minnesota, Minneapolis, Minnesota 55455, United States.,Department of Psychiatry & Behavioral Sciences, University of Washington School of Medicine, Seattle, Washington 98195, United States
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