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Barbos A, Sun M. Opioid Control Policies Can Also Reduce Domestic Violence. HEALTH ECONOMICS 2025. [PMID: 40119827 DOI: 10.1002/hec.4960] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/12/2024] [Revised: 02/03/2025] [Accepted: 03/10/2025] [Indexed: 03/24/2025]
Abstract
Opioid abuse is an issue of serious concern in the United States, and it has been the focus of a multitude of state and federal level policies. Such policies can raise cost versus benefit considerations, which besides direct effects, must also account for potential second-order unintended consequences. We investigate the possibility of an important spillover of effective opioid control policies on reducing domestic violence. To this aim, we exploit the staggered implementation of the Mandatory Access Prescription Drug Monitoring Programs, which required health care providers to consult an electronic database before prescribing and/or dispersing controlled substances. These programs have been shown to be effective at reducing the utilization of prescription opioids. Our analysis suggests that they may have also decreased the instances of intimate partner assaults, driven primarily by a decrease in simple assaults.
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Affiliation(s)
| | - Minglu Sun
- University of South Florida, Tampa, Florida, USA
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2
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DiPrete BL, Dasgupta N, Oh GY, Moga DC, Slavova S, Slade E, Delcher C, Pence BW, Ranapurwala SI. Abuse-deterrent formulations and opioid-related harms in North Carolina, 2010-2018. Am J Epidemiol 2025; 194:680-690. [PMID: 39122991 PMCID: PMC11879559 DOI: 10.1093/aje/kwae252] [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: 05/31/2023] [Revised: 07/02/2024] [Accepted: 07/31/2024] [Indexed: 08/12/2024] Open
Abstract
Abuse-deterrent formulations of opioid analgesics (ADFs) were introduced to reduce opioid-related harms among pain patients, but postmarketing study results have been mixed. However, these studies may be subject to bias from selection criteria, comparator choice, and potential confounding by "indication," highlighting the need for thorough study design considerations. In a sample of privately insured patients prescribed ADF or non-ADF extended-release/long-acting (ER/LA) opioids in North Carolina, we implemented a version of the prevalent new-user design to evaluate the relationship between ADFs and opioid use disorder (OUD, n = 235) and opioid overdose (n = 18) through 6 months of follow-up using inverse probability-weighted cumulative incidence functions and Fine-Gray models. The weighted hazard ratio (HRw) of opioid overdose among patients initiating ADFs was 0.87 (95% CI, 0.23-3.24) times as high as among patients who initiated, restarted, or continued non-ADF ER/LA opioids. We observed a short-term benefit of ADFs for incident OUD (HRw = 0.58; 95% CI, 0.35-0.93) compared to non-ADF ER/LA opioids in the first 6 weeks of follow-up, but this benefit disappeared later in follow-up (HRw = 1.30; 95% CI, 0.86-1.95). In summary, our findings add to the expanding body of evidence that there is no clear long-term reduction in harm from ADF opioids among patients in outpatient use. This article is part of a Special Collection on Pharmacoepidemiology.
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Affiliation(s)
- Bethany L DiPrete
- Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Nabarun Dasgupta
- Injury Prevention Research Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - G Yeon Oh
- Department of Pharmacy Practice and Science, College of Pharmacy, University of Kentucky, Lexington, KY, United States
- Institute for Pharmaceutical Outcomes & Policy, College of Pharmacy, University of Kentucky, Lexington, KY, United States
- Sanders-Brown Center on Aging, University of Kentucky, Lexington, KY, United States
- Department of Epidemiology and Environmental Health, University of Kentucky, Lexington, KY, United States
| | - Daniela C Moga
- Department of Pharmacy Practice and Science, College of Pharmacy, University of Kentucky, Lexington, KY, United States
- Institute for Pharmaceutical Outcomes & Policy, College of Pharmacy, University of Kentucky, Lexington, KY, United States
- Sanders-Brown Center on Aging, University of Kentucky, Lexington, KY, United States
- Department of Epidemiology and Environmental Health, University of Kentucky, Lexington, KY, United States
| | - Svetla Slavova
- Department of Biostatistics, University of Kentucky College of Public Health, Lexington, KY, United States
| | - Emily Slade
- Department of Biostatistics, University of Kentucky College of Public Health, Lexington, KY, United States
| | - Chris Delcher
- Department of Pharmacy Practice and Science, College of Pharmacy, University of Kentucky, Lexington, KY, United States
- Institute for Pharmaceutical Outcomes & Policy, College of Pharmacy, University of Kentucky, Lexington, KY, United States
| | - Brian W Pence
- Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Shabbar I Ranapurwala
- Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
- Injury Prevention Research Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
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3
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Park S. The Growth of Illicit Drug Use and Its Effects on Murder Rates. HEALTH ECONOMICS 2025; 34:456-471. [PMID: 39632399 PMCID: PMC11786932 DOI: 10.1002/hec.4919] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/27/2022] [Revised: 11/05/2024] [Accepted: 11/14/2024] [Indexed: 12/07/2024]
Abstract
After years of reductions in the rate of murder in the United States, the national murder rate has increased since 2015. The causes of this trend are generally unknown, though there is some evidence related to narcotic drugs. Arrests related to heroin and cocaine had been stable between 2010 and 2014 before a sudden increase in 2015. Likewise, the number of murders related to narcotic drugs has increased since 2013, with a jump in 2015. Increased rates of these crimes parallel recent dramatic growth in overdoses involving heroin. However, the causal relationship between the recent opioid crisis and the rise in murder rates is missing from the literature. I used OxyContin reformulation as an exogenous shock to illicit markets. OxyContin reformulation led some people who misused OxyContin to switch to illicit opioids. Previous work has shown that areas with higher rates of OxyContin misuse experienced faster growth in heroin overdoses post-reformulation. I tested whether this growth in illicit drug use caused an increase in crime. After reformulation, I find significantly greater relative increases in murder rates in states with high pre-reformulation rates of OxyContin misuse. The results support a causal link between the opioid epidemic and crime.
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Affiliation(s)
- Sujeong Park
- School of Public AffairsPenn State HarrisburgMiddletownPennsylvaniaUSA
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Bradford AC, Fu W, You S. The devastating dance between opioid and housing crises: Evidence from OxyContin reformulation. JOURNAL OF HEALTH ECONOMICS 2024; 98:102930. [PMID: 39368123 DOI: 10.1016/j.jhealeco.2024.102930] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/18/2024] [Revised: 07/18/2024] [Accepted: 09/06/2024] [Indexed: 10/07/2024]
Abstract
Housing instability and drug misuse are two of the United States' most pressing challenges, each bearing profound health and societal consequences. A crucial yet largely underexplored question is the extent to which the opioid crisis has intensified housing instability. Our study ventures into this relatively uncharted nexus, investigating how the OxyContin reformulation, a pivotal moment in the U.S. opioid epidemic, impacted eviction rates. Employing a dose-response Difference-in-Differences model and analyzing eviction data from 2004 to 2016, we demonstrate that the OxyContin reformulation precipitated a significant increase in evictions, especially in areas with weak eviction protections or limited access to psychiatric treatment resources. Channel analyses reveal increased marijuana initiation and heightened mental and physical health issues following the reformulation. Moreover, the OxyContin reformulation leads to greater reliance on the Supplemental Nutrition Assistance Program, signaling an escalated financial strain on governmental resources. Finally, we find evidence of increased marital disruption post-reformulation. Our findings underscore the urgent need for collaborative efforts between public health and housing authorities to address both the opioid and housing crises.
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Affiliation(s)
- Ashley C Bradford
- School of Public Policy, Georgia Institute of Technology, Atlanta, GA 30332, USA
| | - Wei Fu
- Department of Health Management and Systems Sciences, University of Louisville, Louisville, KY 40202, USA.
| | - Shijun You
- Department of Economics, Lehigh University, Bethlehem, PA 18015, USA
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Green JL, Dailey-Govoni T, Vosburg SK. Opioid-related clinical outcomes and associated healthcare costs following abuse/misuse of oxycodone formulations: A HEOR analysis from real-world data. J Opioid Manag 2024; 20:281-288. [PMID: 39321048 DOI: 10.5055/jom.0878] [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: 09/27/2024]
Abstract
OBJECTIVE The United States (US) opioid epidemic is a continued burden on the healthcare system and on the lives of individuals affected by the consequences of opioid abuse/misuse. The objective of this study was to use real-world data from intentional abuse/misuse exposures managed by US poison centers to compare clinical outcomes and quantify healthcare costs among three study cohorts: -exposures that involved Xtampza ER®, other oxycodone extended-release (ER), and oxycodone immediate-release (IR). STUDY DESIGN A real-world, observational study. MAIN OUTCOME MEASURES Descriptive statistics were used to describe patient and exposure characteristics. Drug utilization-adjusted rates of intentional abuse/misuse and clinical outcomes were used to determine relative risk. Healthcare cost estimates were calculated by extrapolating average charge per opioid-related disorder emergency department (ED) visit and per inpatient stay based upon case disposition rates, adjusted for population and drug utilization. RESULTS Compared to Xtampza ER, exposures that involved other oxycodone ER were 7.4 times more likely to be intentional abuse/misuse, 25.9 times more likely to result in major effect or death, 9.7 times more likely to require a visit to the ED, and 14.3 times more likely to result in hospital admission. Similar results were found for oxycodone IR when compared to Xtampza ER. CONCLUSIONS This study is the first of its kind to synthesize clinical outcomes with opioid-related healthcare costs, suggesting that even when Xtampza ER is abused/misused, the rates of major effect/death, ED visits, and hospital admissions were significantly lower than those for other oxycodone-containing medications, resulting in relatively low downstream opioid-related healthcare costs.
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Affiliation(s)
- Jody L Green
- Uprise Health/Inflexxion, Irvine, California. ORCID: https://orcid.org/0000-0003-1776-6400
| | - Taryn Dailey-Govoni
- Uprise Health/Inflexxion, Irvine, California. ORCID: https://orcid.org/0000-0002-2942-4267
| | - Suzanne K Vosburg
- Uprise Health/Inflexxion, Irvine, California. ORCID: https://orcid.org/0000-0002-1794-7116
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Friederich LW, Cox ME, Hyson BE, Bishop-Freeman SC. Suspected North Carolina counterfeit pill-involved deaths, 2020-2022. J Anal Toxicol 2024; 48:242-251. [PMID: 38676414 DOI: 10.1093/jat/bkae027] [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: 10/13/2023] [Revised: 02/19/2024] [Accepted: 03/27/2024] [Indexed: 04/28/2024] Open
Abstract
The NC Office of the Chief Medical Examiner regularly assumes jurisdiction over deaths that are suspicious, unusual or unattended by a medical professional. In recent years, the presence of counterfeit pills is occasionally suggested by investigatory notes and/or scene findings that document reported consumption of prescription drugs, or prescription drugs on scene, which are not reflected in the final autopsy findings after toxicological analysis of the decedent's blood samples. Counterfeit pill consumption is a major public health hazard worthy of attention from the forensic toxicology community. Seventy-five cases from January 2020 to December 2022 serve as a convenience sample of cases where prescription pills including formulations of alprazolam, oxycodone and hydrocodone were specifically referenced during the death scene investigation as recently consumed, yet an unexpected substance was found during toxicological analysis rather than the expected pharmaceutical drug. Of note, novel benzodiazepines detected included flualprazolam, etizolam, clonazolam metabolite (8-aminoclonazolam), bromazolam, flubromazolam and desalkylflurazepam. Decedents' ages ranged from 16 to 69, across 33 different NC counties. Case notes indicated that eight of the decedents obtained pills through direct personal relationships, six decedents obtained them from "the street" and one decedent likely purchased pills online. Pills were largely consumed orally or through insufflation. Seven case reports contained indication that decedents knew or suspected the counterfeit nature of their pills. This study describes the context and characteristics of 2020-2022 suspected counterfeit pill-involved deaths in NC to further the understanding of the forensic science community, law enforcement partners, public health stakeholders and those potentially at risk through the consumption of counterfeit pills.
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Affiliation(s)
- Laura W Friederich
- Toxicology Department, North Carolina Office of the Chief Medical Examiner, 4312 District Dr, Raleigh, NC 27607, United States
| | - Mary E Cox
- Injury and Violence Prevention Branch, North Carolina Division of Public Health, 5505 Six Forks Rd, Raleigh, NC 27609, United States
| | - Brian E Hyson
- Investigations Department, North Carolina Office of the Chief Medical Examiner, 4312 District Drive, Raleigh, NC 27607, United States
| | - Sandra C Bishop-Freeman
- Toxicology Department, North Carolina Office of the Chief Medical Examiner, 4312 District Dr, Raleigh, NC 27607, United States
- Department of Pathology and Laboratory Medicine, University of North Carolina at Chapel Hill, 160 Medical Dr, Chapel Hill, NC 27559, United States
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Lundstrom EW, Dai Z, Groth CP, Hendricks B, Winstanley EL, Abate M, Smith GS. Comparing the effects of decreasing prescription opioid shipments and the release of an abuse deterrent OxyContin formulation on opioid overdose fatalities in WV: an interrupted time series study. Subst Abuse Treat Prev Policy 2024; 19:4. [PMID: 38178238 PMCID: PMC10768117 DOI: 10.1186/s13011-023-00587-2] [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: 06/21/2023] [Accepted: 12/12/2023] [Indexed: 01/06/2024] Open
Abstract
INTRODUCTION The 2010 release of an abuse deterrent formulation (ADF) of OxyContin, a brand name prescription opioid, has been cited as a major driver for the reduction in prescription drug misuse and the associated increasing illicit opioid use and overdose rates. However, studies of this topic often do not account for changes in supplies of other prescription opioids that were widely prescribed before and after the ADF OxyContin release, including generic oxycodone formulations and hydrocodone. We therefore sought to compare the impact of the ADF OxyContin release to that of decreasing prescription opioid supplies in West Virginia (WV). METHODS Opioid tablet shipment and overdose data were extracted from The Washington Post ARCOS (2006-2014) and the WV Forensic Drug Database (2005-2020), respectively. Locally estimated scatterplot smoothing (LOESS) was used to estimate the point when shipments of prescription opioids to WV began decreasing, measured via dosage units and morphine milligram equivalents (MMEs). Interrupted time series analysis (ITSA) was used to compare the impact LOESS-identified prescription supply changes and the ADF OxyContin release had on prescription (oxycodone and hydrocodone) and illicit (heroin, fentanyl, and fentanyl analogues) opioid overdose deaths in WV. Model fit was compared using Akaike Information Criteria (AIC). RESULTS The majority of opioid tablets shipped to WV from 2006 to 2014 were generic oxycodone or hydrocodone, not OxyContin. After accounting for a 6-month lag from ITSA models using the LOESS-identified change in prescription opioid shipments measured via dosage units (2011 Q3) resulted in the lowest AIC for both prescription (AIC = -188.6) and illicit opioid-involved overdoses (AIC = -189.4), indicating this intervention start date resulted in the preferred model. The second lowest AIC was for models using the ADF OxyContin release as an intervention start date. DISCUSSION We found that illicit opioid overdoses in WV began increasing closer to when prescription opioid shipments to the state began decreasing, not when the ADF OxyContin release occurred. Similarly, the majority of opioid tablets shipped to the state for 2006-2014 were generic oxycodone or hydrocodone. This may indicate that diminishing prescription supplies had a larger impact on opioid overdose patterns than the ADF OxyContin release in WV.
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Affiliation(s)
- Eric W Lundstrom
- Department of Epidemiology and Biostatistics, School of Public Health, West Virginia University, 64 Medical Center Dr, P.O. Box 9190, Morgantown, WV, 26506, US.
| | - Zheng Dai
- Health Affairs Institute, Health Sciences Center, West Virginia University, 405 Capitol Street, Suite 514, Charleston, WV, 25301, US
| | - Caroline P Groth
- Department of Epidemiology and Biostatistics, School of Public Health, West Virginia University, 64 Medical Center Dr, P.O. Box 9190, Morgantown, WV, 26506, US
| | - Brian Hendricks
- Department of Epidemiology and Biostatistics, School of Public Health, West Virginia University, 64 Medical Center Dr, P.O. Box 9190, Morgantown, WV, 26506, US
| | - Erin L Winstanley
- Department of Behavioral Medicine & Psychiatry, School of Medicine, West Virginia University, 930 Chestnut Ridge Rd, Morgantown, WV, 26505, US
| | - Marie Abate
- School of Pharmacy, West Virginia University, 64 Medical Center Drive, P.O. Box 9500, Morgantown, WV, 26506-9500, US
| | - Gordon S Smith
- Department of Epidemiology and Biostatistics, School of Public Health, West Virginia University, 64 Medical Center Dr, P.O. Box 9190, Morgantown, WV, 26506, US
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Powell D. Growth in Suicide Rates Among Children During the Illicit Opioid Crisis. Demography 2023; 60:1843-1875. [PMID: 38009202 DOI: 10.1215/00703370-11077660] [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: 11/28/2023]
Abstract
This article documents child suicide rates from 1980 to 2020 in the United States using the National Vital Statistics System Multiple Cause of Death database. After generally declining for decades, suicide rates among children aged 10-17 accelerated from 2011 to 2018 in an unprecedented rise in both duration and magnitude. I consider the role of the illicit opioid crisis in driving this mental health crisis. In August 2010, an abuse-deterrent version of OxyContin was introduced and the original formulation was removed from the market, leading to a shift to illicit opioids and stimulating growth in illicit opioid markets. Areas more exposed to reformulation-as measured by pre-reformulation rates of OxyContin misuse in the National Survey on Drug Use and Health-were more affected by the transition to illicit opioids and experienced sharper growth in child suicide rates. The evidence suggests that children's illicit opioid use did not increase, implying that the illicit opioid crisis engendered higher suicide propensities by increasing suicidal risk factors for children, such as increasing rates of child neglect and altering household living arrangements. In complementary analyses, I document how living conditions declined for children during this time period.
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Severtson SG, Haanschoten EE, Iwanicki J, Dart RC. Differences in severity of poison centers exposures involving XTAMPZA ® ER versus other opioid analgesics. Pain Manag 2023; 13:519-527. [PMID: 37850331 DOI: 10.2217/pmt-2022-0068] [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: 10/19/2023] Open
Abstract
Aims: Xtampza® ER (Collegium Pharmaceutical, MA, USA) is an abuse-deterrent formulation (ADF) of oxycodone intended to deter tampering for use by unintended routes of administration. We assessed whether Xtampza ER exposures were less likely to result in severe medical outcomes relative to other opioid analgesic exposures. Materials & methods: Exposures reported to participating poison centers between 2016 and 2021 inclusive that were followed to a known medical outcome were analyzed. Xtampza ER was compared with other ADF opioids, non-ADF extended-release opioids, single-entity oxycodone immediate-release, unspecified oxycodone and unspecified morphine. Results & conclusion: No Xtampza ER exposures involved unintended routes of administration. Xtampza ER exposures were less likely to be abuse, misuse or suspected suicidal, and medical outcomes were less severe than comparators.
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Affiliation(s)
| | - Emily E Haanschoten
- Rocky Mountain Poison and Drug Safety, Denver Health and Hospital Authority, Denver, CO 80204, USA
| | - Janetta Iwanicki
- Rocky Mountain Poison and Drug Safety, Denver Health and Hospital Authority, Denver, CO 80204, USA
| | - Richard C Dart
- Rocky Mountain Poison and Drug Safety, Denver Health and Hospital Authority, Denver, CO 80204, USA
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Jay J, Chan A, Gayed G, Patterson J. Coverage of the opioid crisis in national network television news from 2000-2020: A content analysis. Subst Abuse 2022; 43:1322-1332. [PMID: 35896005 DOI: 10.1080/08897077.2022.2074594] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/16/2022]
Abstract
Background: News coverage has both negatively and positively influenced public awareness and perceptions surrounding the opioid crisis. This study aimed to describe and analyze national network television news framing of the scope and impact of the opioid crisis in the United States. Methods: We performed a retrospective content analysis on national network television evening news segments covering the opioid crisis from 1/2000 to 8/2020, which were obtained from the Vanderbilt Television News Archive. The database was queried for: opioid epidemic, oxycontin, heroin, fentanyl, and naloxone. Two independent reviewers quantitatively coded segment characteristics, including theme, geographic location, opioids mentioned, strategies for combatting the epidemic discussed, interviews conducted, and patient demographics. Changes in segment characteristics over time were analyzed using chi-square analyses and Fisher's exact tests. Results: News segments (N = 191) most commonly provided an overview of the epidemic (55.5%) and/or conveyed personal stories (40.3%). Prescription opioids (59.7%) and heroin (62.8%) were more often referenced than fentanyl (17.8%); the focus on heroin peaked in 2011-2015 (84.8%), while references to fentanyl significantly increased over time (p = 0.021). The most frequently interviewed people included patients with opioid use disorder (OUD) (47.1%), healthcare providers (36.7%), family members/friends (31.9%), and law enforcement (30.9%). Most of the featured patients with OUD were male (63.0%), white (88.4%), and young (< 40 years) adults (77.9%). Coverage of the crisis peaked in 2016. Conclusions: Evening news segments' emphasis on personal stories, while emotionally compelling, came at the cost of thematically-framed coverage that may improve public understanding of the complexities of the epidemic. The depiction of primarily white, young adult patients with OUD revealed a need for a greater emphasis in the news on underrepresented minorities and older adults, as these populations face additional stigma and disparities in OUD treatment initiation and retention.
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Affiliation(s)
- Jessica Jay
- Virginia Commonwealth University School of Pharmacy, Richmond, VA, USA
| | - Amy Chan
- Virginia Commonwealth University School of Pharmacy, Richmond, VA, USA
| | - George Gayed
- Virginia Commonwealth University School of Pharmacy, Richmond, VA, USA
| | - Julie Patterson
- Virginia Commonwealth University School of Pharmacy, Richmond, VA, USA
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Beachler DC, Hall K, Garg R, Banerjee G, Li L, Boulanger L, Yuce H, Walker AM. An Evaluation of the Effect of the OxyContin Reformulation on Unintentional Fatal and Nonfatal Overdose. Clin J Pain 2022; 38:396-404. [PMID: 35356897 PMCID: PMC9076252 DOI: 10.1097/ajp.0000000000001034] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2021] [Revised: 02/10/2022] [Accepted: 02/19/2022] [Indexed: 12/04/2022]
Abstract
OBJECTIVES OxyContin was reformulated with a polyethylene oxide matrix in August 2010 to reduce the potential for intravenous abuse and for abuse by insufflation. The objective of this study was to evaluate the impact of OxyContin's reformulation on overdose (OD) risk for individuals dispensed OxyContin in comparison to those dispensed other opioids under regular care. MATERIALS AND METHODS Three national insurance databases with National Death Index linkage identified OD in individuals with any dispensing of OxyContin or a primary comparator opioid (extended release morphine, transdermal fentanyl, or methadone) between July 2008 through September 2015. A difference-in-differences design was used to compare the pre-post reformulation changes in OD rates for OxyContin versus comparators. RESULTS A total of 297,836 individuals were dispensed OxyContin and 659,673 individuals were dispensed a primary comparator across the 3 databases. Overall, there was little or no difference in the temporal change in OD incidence in comparators versus OxyContin (Medicaid: adjusted ratio-of-rate-ratios (aRoRs) ranging from 0.90 to 1.05; MarketScan/HIRD: aRoR ranging from 1.10 to 1.22). However, restriction to person-time without concomitant opioid use revealed a modestly greater reduction in OD incidence over time during OxyContin use, as the aRoRs comparing the primary comparators to OxyContin ranged from 1.06 to 1.30 in Medicaid and from 1.64 to 1.85 in MarketScan/HIRD. DISCUSSION This study did not detect an overall effect of the OxyContin reformulation on OD in insured patients under regular medical care. There is a suggestion of a modestly reduced OxyContin-associated OD risk following the reformulation but only in commercially insured individuals receiving single-opioid regimens.
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Affiliation(s)
| | - Kelsey Hall
- Safety and Epidemiology, HealthCore Inc., Wilmington, DE
| | - Renu Garg
- Safety and Epidemiology, HealthCore Inc., Wilmington, DE
| | | | - Ling Li
- Safety and Epidemiology, HealthCore Inc., Wilmington, DE
| | | | - Huseyin Yuce
- Department of Mathematics, New For City College of Technology, The City University of New York, Brooklyn, NY
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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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Wylie A, Zacharoff K. A Perspective from the Field: How Can We Empower the Next Generation of Physician to Heal the Opioid Epidemic? ALCOHOLISM TREATMENT QUARTERLY 2021. [DOI: 10.1080/07347324.2021.2002226] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Affiliation(s)
- Andrew Wylie
- Departments of Pediatrics and Neurology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Kevin Zacharoff
- Renaissance School of Medicine at Stony Brook University, Stony Brook, New York, USA
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Paljarvi T, Strang J, Quinn PD, Luciano S, Fazel S. Abuse-deterrent extended-release oxycodone and risk of opioid-related harm. Addiction 2021; 116:2409-2415. [PMID: 33394528 PMCID: PMC8363193 DOI: 10.1111/add.15392] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/26/2020] [Revised: 08/05/2020] [Accepted: 12/23/2020] [Indexed: 01/05/2023]
Abstract
AIM To establish and quantify the association between abuse-deterrent formulation (ADF) oxycodone and 1-year risk of opioid-related harm. DESIGN Propensity score-matched cohort study of electronic medical records for years 2014-18, with patients followed up for 1 year after their index health-care visit. SETTING More than 70 million patients from 56 US health-care organizations. PARTICIPANTS Patients aged 18-64 years at index health-care visit with any indication for an oral opioid analgesic, with no past 12-month history of oral oxycodone use or substance use disorder, and who were alive at the end of the 1-year follow-up (new episode of prescription oral ADF oxycodone [OxyContin], n = 45 045; new episode of non-ADF oxycodone opioid preparation, n = 1 377 359). MEASUREMENTS International Classification of Diseases diagnoses of any opioid-related disorder or non-fatal opioid poisoning within 1 year of the index health-care visit. Pooled odds ratios (OR) with 95% confidence intervals (95% CI). FINDINGS After propensity score matching, 89 802 patients with a mean age of 44 [standard deviation (SD) = 11] years (62% women, 68% white) were included. During 1-year follow-up, 1445 diagnoses of opioid use disorder or opioid poisoning occurred in the ADF oxycodone cohort (34.8/1000 person-years) and 765 occurred in the non-ADF oxycodone cohort (18.2/1000 person-years). The odds of opioid-related adverse outcomes were increased in the ADF oxycodone cohort compared with the non-ADF oxycodone opioid cohort, including for opioid use disorders (OR = 2.02; 95% CI = 1.83, 2.23) and opioid poisoning (OR = 1.64 95% CI = 1.35, 1.99). CONCLUSIONS Patients with a new prescription of abuse-deterrent formulation oxycodone may be at increased risk of opioid-related harm.
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Affiliation(s)
- Tapio Paljarvi
- Department of Psychiatry, Oxford University, United Kingdom
| | - John Strang
- Institute of Psychiatry, Psychology & Neuroscience, King’s College London, United Kingdom
| | - Patrick D. Quinn
- Department of Applied Health Science, School of Public Health, Indiana University, Bloomington, USA
| | | | - Seena Fazel
- Department of Psychiatry, Oxford University, United Kingdom
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15
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Gudin J, Rauck R, Argoff C, Agaiby E, Gimbel J, Katz N, Doberstein SK, Tagliaferri M, Tagliaferri M, Potts J, Wild J, Lu L, Siddhanti S, Hale M, Markman J. Long-term Safety and Tolerability of NKTR-181 in Patients with Moderate to Severe Chronic Low Back Pain or Chronic Noncancer Pain: A Phase 3 Multicenter, Open-Label, 52-Week Study (SUMMIT-08 LTS). PAIN MEDICINE 2021; 21:1347-1356. [PMID: 31361019 PMCID: PMC7372935 DOI: 10.1093/pm/pnz169] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
OBJECTIVE To evaluate the long-term safety of NKTR-181, a novel mu-opioid receptor agonist that may have reduced human abuse potential, in patients with moderate to severe chronic low back pain (CLBP) or other chronic noncancer pain (CNP). DESIGN Uncontrolled, multicenter, open-label, long-term study of NKTR-181 comprised of three periods: screening (≤21 days), treatment (52 weeks), and safety follow-up (∼14 days after the last dose of NKTR-181). SETTING Multicenter, long-term clinical research study. METHODS NKTR-181 administered at doses of 100-600 mg twice daily (BID) was evaluated in opioid-naïve and opioid-experienced patients. Patients were enrolled de novo or following completion of the randomized, placebo-controlled phase 3 efficacy study (SUMMIT-07). Safety assessments included adverse event documentation, measurements of opioid withdrawal, and clinical laboratory tests. Effectiveness was assessed using the modified Brief Pain Inventory Short Form (mBPI-SF). RESULTS The study enrolled 638 patients. The most frequently reported treatment-emergent adverse events (TEAEs) were constipation (26%) and nausea (12%). Serious TEAEs, reported in 5% of patients, were deemed by investigators to be unrelated to NKTR-181. There were no deaths or reported cases of respiratory depression. A sustained reduction in mBPI-SF pain intensity and pain interference from baseline to study termination was observed throughout treatment. Only 2% of patients discontinued NKTR-181 due to lack of efficacy, and 11% discontinued due to treatment-related AEs. NKTR-181 doses of up to 600 mg BID were generally well tolerated, and patients experienced low rates of opioid-related adverse events. CONCLUSIONS The study results support the premise that NKTR-181 is a safe and effective option for patients with moderate to severe CLBP or CNP.
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Affiliation(s)
- Jeffrey Gudin
- *Department of Anesthesiology, Rutgers New Jersey Medical School, Newark, New Jersey.,Pain Management and Wellness Center, Englewood, New Jersey
| | - Richard Rauck
- Carolinas Pain Institute and The Center for Clinical Research, Winston-Salem, North Carolina
| | - Charles Argoff
- Department of Neurology, Albany Medical Center, Albany, New York
| | - Eva Agaiby
- Clinical Investigation Specialists Inc, Kenosha, Wisconsin
| | | | - Nathaniel Katz
- Tufts University School of Medicine, Boston, Massachusetts.,**Analgesic Solutions, Wayland, Massachusetts
| | | | | | | | | | - James Wild
- Upstate Clinical Research Associates, Williamsville, New York
| | - Lin Lu
- Nektar Therapeutics, San Francisco, California
| | | | - Martin Hale
- Gold Coast Research, LLC, Plantation, Florida
| | - John Markman
- Department of Neurosurgery, Translational Pain Research Program, University of Rochester School of Medicine and Dentistry, Rochester, New York, USA
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Abstract
OBJECTIVE Opioid-related deaths are a leading cause of accidental deaths in the United States (U.S.). This study aims to examine the national trends in opioid exposures reported to U.S. poison centers (PCs). METHODS The National Poison Data System (NPDS) was queried for opioid exposures between 2011 and 2018. We descriptively assessed the demographic and clinical characteristics. Trends in opioid frequencies and rates were analyzed using Poisson regression. Independent predictors of serious adverse events in opioid exposures were studied. RESULTS There were a total of 604,183 opioid exposure calls made to the PCs during the study period. The frequency of opioid exposures decreased by 28.9% (95% CI: -29.6%, -28.1%; p < 0.001), and the rate of opioid exposures decreased by 21.2% (95% CI: -24.7%, -16.9%; p < 0.001). Multiple substance exposures accounted for 48.9% cases. The most frequent age group was 20-29 years (19.3%). Suspected suicides accounted for 34.9% cases. There were 7,246 deaths in our study sample, with 6.8% of cases demonstrating major effects. Hydrocodone was the most frequently observed opioid causing a toxic exposure and naloxone was used in 20.6% cases. Important predictors of a serious adverse event were age, gender, multi-substance exposures, and reasons for exposure. CONCLUSIONS Analysis of calls to PCs indicated a decreasing trend of opioid exposures. However, the proportion of SAEs due to such exposures increased. There was a high proportion of intentional exposures and occurred in older age groups. PCs are a vital component of real-time public health surveillance of overdoses in the current opioid crisis.
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Affiliation(s)
- Saumitra V Rege
- Division of Medical Toxicology, Department of Emergency Medicine, University of Virginia School of Medicine, Charlottesville, VA, USA
| | - Moira Smith
- Division of Medical Toxicology, Department of Emergency Medicine, University of Virginia School of Medicine, Charlottesville, VA, USA
| | - Heather A Borek
- Division of Medical Toxicology, Department of Emergency Medicine, University of Virginia School of Medicine, Charlottesville, VA, USA
| | - Christopher P Holstege
- Division of Medical Toxicology, Department of Emergency Medicine, University of Virginia School of Medicine, Charlottesville, VA, USA
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17
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Powell D, Pacula RL. THE EVOLVING CONSEQUENCES OF OXYCONTIN REFORMULATION ON DRUG OVERDOSES. AMERICAN JOURNAL OF HEALTH ECONOMICS 2020; 7:41-67. [PMID: 34568515 PMCID: PMC8460090 DOI: 10.1086/711723] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/13/2023]
Abstract
Recent evidence suggests that the short-term transition of the opioid crisis from prescription opioids to heroin can be attributed to the reformulation of OxyContin, which substantially reduced access to abusable prescription opioids. In this paper, we find that over a longer time horizon, reformulation stimulated illicit drug markets to grow and evolve. We compare overdose trajectories in areas more exposed to reformulation, defined as states with higher rates of nonmedical OxyContin use before reformulation, to less exposed areas. More exposed areas experienced disproportionate increases in fatal overdoses involving synthetic opioids (fentanyl) and nonopioid substances like cocaine, suggesting that these new epidemics are related to the same factors driving the rise in heroin deaths. Instead of just short-term substitution from prescription opioid to heroin overdoses, the transition to illicit markets spurred by reformulation led to growth in the overall overdose rate to unprecedented levels.
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Affiliation(s)
| | - Rosalie Liccardo Pacula
- Sol Price School of Public Policy and Schaeffer Center for Health Policy and Economics, University of Southern California, and NBER
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18
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Bryant CD, Healy AF, Ruan QT, Coehlo MA, Lustig E, Yazdani N, Luttik KP, Tran T, Swancy I, Brewin LW, Chen MM, Szumlinski KK. Sex‐dependent effects of an
Hnrnph1
mutation on fentanyl addiction‐relevant behaviors but not antinociception in mice. GENES BRAIN AND BEHAVIOR 2020; 20:e12711. [DOI: 10.1111/gbb.12711] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/05/2020] [Revised: 11/01/2020] [Accepted: 11/02/2020] [Indexed: 01/01/2023]
Affiliation(s)
- Camron D. Bryant
- Laboratory of Addiction Genetics, Department of Pharmacology and Experimental Therapeutics and Psychiatry Boston University School of Medicine Boston Massachusetts USA
| | - Aidan F. Healy
- Department of Psychological and Brain Sciences University of California Santa Barbara California USA
| | - Qiu T. Ruan
- Laboratory of Addiction Genetics, Department of Pharmacology and Experimental Therapeutics and Psychiatry Boston University School of Medicine Boston Massachusetts USA
- T32 Biomolecular Pharmacology Ph.D. Program Boston University School of Medicine Boston Massachusetts USA
- Transformative Training Program in Addiction Science Boston University Boston Massachusetts USA
| | - Michal A. Coehlo
- Department of Psychological and Brain Sciences University of California Santa Barbara California USA
| | - Elijah Lustig
- Department of Psychological and Brain Sciences University of California Santa Barbara California USA
| | - Neema Yazdani
- Laboratory of Addiction Genetics, Department of Pharmacology and Experimental Therapeutics and Psychiatry Boston University School of Medicine Boston Massachusetts USA
- T32 Biomolecular Pharmacology Ph.D. Program Boston University School of Medicine Boston Massachusetts USA
- Transformative Training Program in Addiction Science Boston University Boston Massachusetts USA
| | - Kimberly P. Luttik
- Laboratory of Addiction Genetics, Department of Pharmacology and Experimental Therapeutics and Psychiatry Boston University School of Medicine Boston Massachusetts USA
- Undergraduate Research Opportunity Program (UROP) Boston University Boston Massachusetts USA
| | - Tori Tran
- Department of Psychological and Brain Sciences University of California Santa Barbara California USA
| | - Isaiah Swancy
- Department of Psychological and Brain Sciences University of California Santa Barbara California USA
| | - Lindsey W. Brewin
- Department of Psychological and Brain Sciences University of California Santa Barbara California USA
| | - Melanie M. Chen
- Laboratory of Addiction Genetics, Department of Pharmacology and Experimental Therapeutics and Psychiatry Boston University School of Medicine Boston Massachusetts USA
| | - Karen K. Szumlinski
- Department of Psychological and Brain Sciences University of California Santa Barbara California USA
- Department of Molecular, Developmental and Cellular Biology and the Neuroscience Research Institute University of California Santa Barbara California USA
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19
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Powell D, Alpert A, Pacula RL. A Transitioning Epidemic: How The Opioid Crisis Is Driving The Rise In Hepatitis C. Health Aff (Millwood) 2020; 38:287-294. [PMID: 30715966 DOI: 10.1377/hlthaff.2018.05232] [Citation(s) in RCA: 48] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
The hepatitis C virus is responsible for more deaths in the United States than any other infectious disease, and hepatitis C infections have been rising at an alarming rate since 2010. We evaluated the role of the opioid epidemic and, in particular, the 2010 introduction of an abuse-deterrent version of OxyContin. The OxyContin reformulation led some users of the drug to switch to heroin, which could have exposed them to the hepatitis C virus. We used difference-in-differences methods, using data for the period 2004-15, to assess whether states with higher rates of OxyContin misuse prior to reformulation-states where the reformulation had more impact-experienced faster growth in infections after the reformulation. States with above-median OxyContin misuse before the reformulation experienced a 222 percent increase in hepatitis C infection rates in the post-reformulation period, while states with below-median misuse experienced only a 75 percent increase. These results suggest that interventions to deter opioid misuse can have unintended long-term public health consequences.
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Affiliation(s)
- David Powell
- David Powell ( ) is a senior economist at the RAND Corporation in Arlington, Virginia
| | - Abby Alpert
- Abby Alpert is an assistant professor at the Wharton School, University of Pennsylvania, in Philadelphia
| | - Rosalie L Pacula
- Rosalie L. Pacula is a senior economist at the RAND Corporation in Santa Monica, California
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20
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Wolff C, Dowd WN, Ali MM, McClellan C, Meinhofer A, Glos L, Mutter R, Rosenberg M, Schick A. The impact of the abuse-deterrent reformulation of extended-release OxyContin on prescription pain reliever misuse and heroin initiation. Addict Behav 2020; 105:106268. [PMID: 32036188 DOI: 10.1016/j.addbeh.2019.106268] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2019] [Revised: 11/20/2019] [Accepted: 12/17/2019] [Indexed: 10/25/2022]
Abstract
The introduction of abuse-deterrent OxyContin in 2010 was intended to reduce its misuse by making it more tamper resistant. However, some studies have suggested that this reformulation might have had unintended consequences, such as increases in heroin-related deaths. We used the 2005-2014 cross-sectional U.S. National Survey on Drug Use and Health to explore the impact of this reformulation on intermediate outcomes that precede heroin-related deaths for individuals with a history of OxyContin misuse. Our study sample consisted of adults who misused any prescription pain reliever prior to the reformulation of OxyContin (n = 81,400). Those who misused OxyContin prior to the reformulation were considered the exposed group and those who misused other prescription pain relievers prior to the reformulation were considered the unexposed group. We employed multivariate logistic regression under a difference-in-differences framework to examine the effect of the reformulation on five dichotomous outcomes: prescription pain reliever misuse; prescription pain reliever use disorder; heroin use; heroin use disorder; and heroin initiation. We found a net reduction in the odds of prescription pain reliever misuse (OR:0.791, p < 0.001) and heroin initiation (OR:0.422, p = 0.011) after the reformulation for the exposed group relative to the unexposed group. We found no statistically significant effects of the reformulation on prescription pain reliever use disorder (OR: 0.934, p = 0.524), heroin use (OR: 1.014p = 0.941), and heroin use disorder (OR: 1.063, p = 0.804). Thus, the reformulation of OxyContin appears to have reduced prescription pain reliever misuse without contributing to relatively greater new heroin use among those who misused OxyContin prior to the reformulation.
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21
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Coupet E, Werner RM, Polsky D, Karp D, Delgado MK. Impact of the Young Adult Dependent Coverage Expansion on Opioid Overdoses and Deaths: a Quasi-Experimental Study. J Gen Intern Med 2020; 35:1783-1788. [PMID: 31898130 PMCID: PMC7280374 DOI: 10.1007/s11606-019-05605-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/21/2019] [Revised: 09/27/2019] [Accepted: 12/05/2019] [Indexed: 12/31/2022]
Abstract
BACKGROUND Several policymakers have suggested that the Affordable Care Act (ACA) has fueled the opioid epidemic by subsidizing opioid pain medications. These claims have supported numerous efforts to repeal the ACA. OBJECTIVE To determine the effect of the ACA's young adult dependent coverage insurance expansion on emergency department (ED) encounters and out-of-hospital deaths from opioid overdose. DESIGN Difference-in-differences analyses comparing ED encounters and out-of-hospital deaths before (2009) and after (2011-2013) the ACA young adult dependent coverage expansion. We further stratified by prescription opioid, non-prescription opioid, and methadone overdoses. PARTICIPANTS Adults aged 23-25 years old and 27-29 years old who presented to the ED or died prior to reaching the hospital from opioid overdose. MAIN MEASURES Rate of ED encounters and deaths for opioid overdose per 100,000 U.S. adults. KEY RESULTS There were 108,253 ED encounters from opioid overdose in total. The expansion was not associated with a significant change in the ED encounter rates for opioid overdoses of all types (2.04 per 100,000 adults [95% CI - 0.75 to 4.82]), prescription opioids (0.60 per 100,000 adults [95% CI - 1.98 to 0.77]), or methadone (0.29 per 100,000 adults [95% CI - 0.78 to 0.21]). There was a slight increase in the rate of non-prescription opioid overdoses (1.91 per 100,000 adults [95% CI 0.13-3.71]). The expansion was not associated with a significant change in the out-of-hospital mortality rates for opioid overdoses of all types (0.49 per 100,000 adults [95% CI - 0.80 to 1.78]). CONCLUSIONS Our findings do not support claims that the ACA has fueled the prescription opioid epidemic. However, the expansion was associated with an increase in the rate of ED encounters for non-prescription opioid overdoses such as heroin, although almost all were non-fatal. Future research is warranted to understand the role of private insurance in providing access to treatment in this population.
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Affiliation(s)
- Edouard Coupet
- Department of Emergency Medicine, Yale School of Medicine, Yale University, 464 Congress Avenue, Suite 260, New Haven, CT, 06519, USA.
- Yale Drug Use, Addiction, and HIV Research Scholars (DAHRS) Program, New Haven, USA.
- Center for Health Incentives and Behavioral Economics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, USA.
| | - Rachel M Werner
- Center for Health Incentives and Behavioral Economics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, USA
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, USA
- Department of Health Care Management, The Wharton School, University of Pennsylvania, Philadelphia, USA
| | - Daniel Polsky
- Center for Health Incentives and Behavioral Economics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, USA
- Department of Health Care Management, The Wharton School, University of Pennsylvania, Philadelphia, USA
- Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, USA
- Department of Health Economics, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, USA
| | - David Karp
- Center for Health Incentives and Behavioral Economics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, USA
- Center for Emergency Care Policy and Research, Department of Emergency Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, USA
| | - M Kit Delgado
- Center for Health Incentives and Behavioral Economics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, USA
- Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, USA
- Center for Emergency Care Policy and Research, Department of Emergency Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, USA
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, USA
- Penn Injury Science Center, University of Pennsylvania, Philadelphia, USA
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22
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Guenther S, Mickle TC, Barrett AC, Smith A, Braeckman R, Kelsh D, Vince B. Pharmacokinetics and Abuse Potential of Asalhydromorphone, a Novel Prodrug of Hydromorphone, After Intranasal Administration in Recreational Drug Users. PAIN MEDICINE 2020; 21:511-520. [PMID: 30986302 DOI: 10.1093/pm/pnz066] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
OBJECTIVES Hydromorphone (HM) is a potent μ-opioid receptor agonist with high susceptibility for abuse. A prodrug of hydromorphone, asalhydromorphone (ASAL-HM), has been designed to deter nonoral forms of abuse associated with hydromorphone. This study evaluated the intranasal (IN) pharmacokinetics and exploratory abuse potential of ASAL-HM compared with HM. DESIGN Single-center, randomized, double-blind, crossover study. SETTING Clinical research site. SUBJECTS Healthy adult, nondependent recreational opioid users. METHODS Subjects (N = 26) were randomized to receive IN administration of 16.1 mg of ASAL-HM and 8.0 mg of HM (molar-equivalent with respect to hydromorphone). Blood samples were taken through 24 hours postdose, and pharmacodynamic end points (Drug Liking, Feeling High, Take Drug Again, Overall Drug Liking) were assessed through eight hours postdose. Nasal irritation and safety were also assessed. RESULTS Relative to IN HM, the rate (Cmax) and extent (area under the curve [AUC0-last, AUC0-inf]) of exposure to hydromorphone following IN ASAL-HM were reduced by ≥50%. Consistent with these findings, scores on "at-the-moment" (i.e., Drug Liking Emax, High Emax) and retrospective (i.e., Take Drug Again, Overall Drug Liking) end points were statistically significantly lower for IN ASAL-HM, with mean/median differences ranging from 11.4 to 25.0 points. ASAL-HM produced greater nasal-related effects, such as nasal burning and facial pain, and a lower incidence of typical opioid-related adverse events such as euphoria, pruritus, and somnolence. CONCLUSIONS The novel hydromorphone prodrug ASAL-HM produced marked reductions in hydromorphone exposure and abuse-related effects following IN administration compared with HM. ASAL-HM has desirable molecular features for incorporation into putative abuse-deterrent immediate-release and extended-release hydromorphone products.
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Affiliation(s)
| | | | | | | | | | - Debra Kelsh
- Vince & Associates, Overland Park, Kansas, USA
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23
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Smart R, Kase CA, Taylor EA, Lumsden S, Smith SR, Stein BD. Strengths and weaknesses of existing data sources to support research to address the opioids crisis. Prev Med Rep 2020; 17:101015. [PMID: 31993300 PMCID: PMC6971390 DOI: 10.1016/j.pmedr.2019.101015] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2019] [Revised: 10/22/2019] [Accepted: 11/02/2019] [Indexed: 12/18/2022] Open
Abstract
Better opioid prescribing practices, promoting effective opioid use disorder treatment, improving naloxone access, and enhancing public health surveillance are strategies central to reducing opioid-related morbidity and mortality. Successfully advancing and evaluating these strategies requires leveraging and linking existing secondary data sources. We conducted a scoping study in Fall 2017 at RAND, including a literature search (updated in December 2018) complemented by semi-structured interviews with policymakers and researchers, to identify data sources and linking strategies commonly used in opioid studies, describe data source strengths and limitations, and highlight opportunities to use data to address high-priority public health research questions. We identified 306 articles, published between 2005 and 2018, that conducted secondary analyses of existing data to examine one or more public health strategies. Multiple secondary data sources, available at national, state, and local levels, support such research, with substantial breadth in data availability, data contents, and the data's ability to support multi-level analyses over time. Interviewees identified opportunities to expand existing capabilities through systematic enhancements, including greater support to states for creating and facilitating data use, as well as key data challenges, such as data availability lags and difficulties matching individual-level data over time or across datasets. Multiple secondary data sources exist that can be used to examine the impact of public health approaches to addressing the opioid crisis. Greater data access, improved usability for research purposes, and data element standardization can enhance their value, as can improved data availability timeliness and better data comparability across jurisdictions.
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Affiliation(s)
| | | | | | - Susan Lumsden
- Office of Health Policy, Assistant Secretary for Planning and Evaluation, U.S. Department of Health and Human Services, United States
| | - Scott R. Smith
- Office of Health Policy, Assistant Secretary for Planning and Evaluation, U.S. Department of Health and Human Services, United States
| | - Bradley D. Stein
- RAND Corporation, Pittsburgh, PA, United States
- University of Pittsburgh School of Medicine, Pittsburgh PA, United States
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24
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Cicero TJ, Ellis MS, Kasper ZA. Polysubstance Use: A Broader Understanding of Substance Use During the Opioid Crisis. Am J Public Health 2019; 110:244-250. [PMID: 31855487 DOI: 10.2105/ajph.2019.305412] [Citation(s) in RCA: 197] [Impact Index Per Article: 32.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
Objectives. To understand important changes in co-occurring opioid and nonopioid drug use (i.e., polysubstance use) within the opioid epidemic in the United States.Methods. We analyzed survey data on the past month co-use of prescription and illicit opioids and 12 nonopioid psychoactive drug classes from a national sample of 15 741 persons entering treatment of opioid use disorder.Results. Past-month illicit opioid use increased from 44.8% in 2011 to 70.1% in 2018, while the use of prescription opioids alone dropped from 55.2% to 29.9%, yet overall remained high (94.5% to 85.2%). Past-month use of at least 1 nonopioid drug occurred in nearly all participants (> 90%), with significant increases in methamphetamine (+85%) and decreases across nonopioid prescription drug classes (range: -40% to -68%).Conclusions. Viewing opioid trends in a "silo" ignores the fact not only that polysubstance use is ubiquitous among those with opioid use disorder but also that significant changes in polysubstance use should be monitored alongside opioid trends.Public Health Implications. Treatment, prevention, and policymaking must address not only the supply and demand of a singular drug class but also the global nature of substance use overall.
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Affiliation(s)
- Theodore J Cicero
- All of the authors are with Washington University in St Louis, St Louis, MO
| | - Matthew S Ellis
- All of the authors are with Washington University in St Louis, St Louis, MO
| | - Zachary A Kasper
- All of the authors are with Washington University in St Louis, St Louis, MO
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25
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Brennan MJ, Gudin JA. The prescription opioid conundrum: 21st century solutions to a millennia-long problem. Postgrad Med 2019; 132:17-27. [PMID: 31591925 DOI: 10.1080/00325481.2019.1677383] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Health-care professionals are faced with a daunting task: balancing appropriate care for chronic pain with their responsibility to keep patients and others safe from treatment-related harm. Whereas opioids have historically been considered an effective tool in the analgesic armamentarium, the rise of opioid abuse has caused the pendulum to swing away from prescribing opioids to an emphasis on safety. This paradigm shift risks neglecting the very real consequences of untreated/undertreated pain. Using data from the medical literature, this review examines influences on the real and perceived benefit-to-risk ratio for opioids and provides clinicians with a practical approach to prescribing opioids that minimizes the risk for abuse/misuse. There is appreciable clinical trial and observational evidence of efficacy/effectiveness with opioids used for pain management over the short or long term when considered in the context of pharmacologic alternatives. Enhancing the relative safety and minimizing the risk for abuse/misuse may be achieved through proactive prescription practices that include careful patient selection, risk assessment, individualized and multimodal treatment plans with established goals, initiating opioid treatment cautiously with an exit plan in place, ongoing assessments of response to therapy, and routine patient monitoring. Additionally, prescribing opioids with a lower potential for abuse or misuse (e.g. abuse-deterrent formulations) may provide a benefit. Using a pragmatic approach to prescribing practices, we postulate that the balance between benefit and risk can be favorable for opioid therapy in select patients, even for long-term treatment of chronic pain.
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Affiliation(s)
| | - Jeffrey A Gudin
- Pain Management and Palliative Care, Englewood Hospital and Medical Center, Englewood, NJ, USA
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26
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Webster LR, Iverson M, Pantaleon C, Smith MD, Kinzler ER, Aigner S. A Randomized, Double-Blind, Double-Dummy, Placebo-Controlled, Intranasal Human Abuse Potential Study of Oxycodone ARIR, a Novel, Immediate-Release, Abuse-Deterrent Formulation. PAIN MEDICINE 2019; 20:747-757. [PMID: 29608768 PMCID: PMC6542380 DOI: 10.1093/pm/pny043] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
Objective Prescription opioid abuse continues to be a public health concern. Oxycodone ARIR is an immediate-release (IR) oxycodone tablet composed of multiple overlapping barriers that deter manipulation of the tablet for non-oral abuse. Design This randomized, double-blind, double-dummy, active- and placebo-controlled, four-way crossover, intranasal human abuse potential study assessed the pharmacodynamics and pharmacokinetics of crushed intranasal oxycodone ARIR compared with crushed intranasal IR oxycodone and intact oral oxycodone ARIR. Outcome Measures Pharmacodynamic end points included mean maximum drug liking (Emax), as measured by subjects on a bipolar 100-mm visual analog scale (primary), and desire to take the drug again, overall drug liking, drug high, and good effects (secondary). Pharmacokinetic assessments included peak concentration and time to peak concentration. Results Twenty-nine subjects completed the treatment phase. Crushed intranasal oxycodone ARIR demonstrated a significant reduction of 46.9% and 23.4% in drug liking Emax compared with crushed intranasal IR oxycodone and intact oral oxycodone ARIR, respectively (P < 0.0001 for both). Significant reductions also were observed in desire to take the drug again, drug high, overall drug liking, and good effects when comparing crushed intranasal oxycodone ARIR with crushed intranasal IR oxycodone and intact oral oxycodone ARIR (P < 0.001 for all). Crushed intranasal oxycodone ARIR exhibited lower peak oxycodone plasma concentrations and slower time to peak concentration compared with crushed intranasal IR oxycodone and intact oral oxycodone ARIR. All treatments were well tolerated; adverse effects were typical of opioids or intranasal administration. Conclusions These data indicate that oxycodone ARIR has the potential to reduce abuse via the intranasal route.
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Affiliation(s)
- Lynn R Webster
- PRA Health Sciences, Department of Scientific Affairs, Salt Lake City, Utah
| | - Matthew Iverson
- Inspirion Delivery Sciences, LLC, Morristown, New Jersey, USA
| | | | - Michael D Smith
- PRA Health Sciences, Department of Scientific Affairs, Salt Lake City, Utah
| | - Eric R Kinzler
- Inspirion Delivery Sciences, LLC, Morristown, New Jersey, USA
| | - Stefan Aigner
- Inspirion Delivery Sciences, LLC, Morristown, New Jersey, USA
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Morgan-Lopez AA, Elek E, Graham PW, Saavedra LM, Bradshaw M, Clarke T. A quasi-experimental evaluation of partnerships for success's impact on community-level ethanol and prescription drug poisoning rates. Addict Behav 2019; 95:220-225. [PMID: 30981034 DOI: 10.1016/j.addbeh.2019.04.006] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2018] [Revised: 02/19/2019] [Accepted: 04/04/2019] [Indexed: 10/27/2022]
Abstract
The emerging dual threats of underaged drinking (UAD) and prescription drug misuse (PDM) require sustained prevention efforts across multiple levels of interventions. In response to the continuing proliferation of UAD and PDM among youth and young adults, the Substance Abuse and Mental Health Services Administration (SAMHSA) developed the Partnerships for Success (PFS) program. Across five cohorts funded from 2012 to 2016, PFS created linkages between health care providers, treatment and prevention services providers, government agencies, and nonprofit organizations for the delivery of multiple sets of services (e.g., prevention education, community activities, screening) targeted toward UAD and PDM. This paper reports on the impact of the PFS program on reductions in ethanol and prescription drug poisoning exposures as reported from data in the National Poisoning Data System (NPDS). Across 35 States, communities targeted by PFS interventions were compared to non-targeted communities using a non-equivalent comparison groups design and propensity score weighting. Using propensity-weighted, multilevel latent growth modeling, steeper reductions in ethanol and prescription drug poisoning exposure call rates were observed in States which had a higher proportion of communities participating in PFS. Grantee-level longitudinal analogs to Cohen's d effect sizes ranged from -0.24 to -0.97, whereas PFS' effects on individual communities (net of Statewide effects) were negligible. The study serves as a unique exemplar of using the NPDS to extract community-level intervention effects that might otherwise be "hidden" within epidemiological data while underscoring the cumulative effects of PFS' community-level efforts in stemming the tide on underaged drinking and prescription drug misuse.
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Green CA, Perrin NA, Hazlehurst B, Janoff SL, DeVeaugh‐Geiss A, Carrell DS, Grijalva CG, Liang C, Enger CL, Coplan PM. Identifying and classifying opioid-related overdoses: A validation study. Pharmacoepidemiol Drug Saf 2019; 28:1127-1137. [PMID: 31020755 PMCID: PMC6767606 DOI: 10.1002/pds.4772] [Citation(s) in RCA: 44] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2018] [Revised: 02/23/2019] [Accepted: 02/25/2019] [Indexed: 12/16/2022]
Abstract
PURPOSE The study aims to develop and validate algorithms to identify and classify opioid overdoses using claims and other coded data, and clinical text extracted from electronic health records using natural language processing (NLP). METHODS Primary data were derived from Kaiser Permanente Northwest (2008-2014), an integrated health care system (~n > 475 000 unique individuals per year). Data included International Classification of Diseases, Ninth Revision (ICD-9) codes for nonfatal diagnoses, International Classification of Diseases, Tenth Revision (ICD-10) codes for fatal events, clinical notes, and prescription medication records. We assessed sensitivity, specificity, positive predictive value, and negative predictive value for algorithms relative to medical chart review and conducted assessments of algorithm portability in Kaiser Permanente Washington, Tennessee State Medicaid, and Optum. RESULTS Code-based algorithm performance was excellent for opioid-related overdoses (sensitivity = 97.2%, specificity = 84.6%) and classification of heroin-involved overdoses (sensitivity = 91.8%, specificity = 99.0%). Performance was acceptable for code-based suicide/suicide attempt classifications (sensitivity = 70.7%, specificity = 90.5%); sensitivity improved with NLP (sensitivity = 78.7%, specificity = 91.0%). Performance was acceptable for the code-based substance abuse-involved classification (sensitivity = 75.3%, specificity = 79.5%); sensitivity improved with the NLP-enhanced algorithm (sensitivity = 80.5%, specificity = 76.3%). The opioid-related overdose algorithm performed well across portability assessment sites, with sensitivity greater than 96% and specificity greater than 84%. Cross-site sensitivity for heroin-involved overdose was greater than 87%, specificity greater than or equal to 99%. CONCLUSIONS Code-based algorithms developed to detect opioid-related overdoses and classify them according to heroin involvement perform well. Algorithms for classifying suicides/attempts and abuse-related opioid overdoses perform adequately for use for research, particularly given the complexity of classifying such overdoses. The NLP-enhanced algorithms for suicides/suicide attempts and abuse-related overdoses perform significantly better than code-based algorithms and are appropriate for use in settings that have data and capacity to use NLP.
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Affiliation(s)
- Carla A. Green
- Center for Health Research, Kaiser Permanente NorthwestPortlandOregon
| | - Nancy A. Perrin
- Center for Health Research, Kaiser Permanente NorthwestPortlandOregon
- Johns Hopkins School of NursingJohns Hopkins UniversityBaltimoreMaryland
| | - Brian Hazlehurst
- Center for Health Research, Kaiser Permanente NorthwestPortlandOregon
| | - Shannon L. Janoff
- Center for Health Research, Kaiser Permanente NorthwestPortlandOregon
| | | | - David S. Carrell
- Health Research Institute, Kaiser Permanente WashingtonSeattleWashington
| | - Carlos G. Grijalva
- Department of Health PolicyVanderbilt University Medical CenterNashvilleTennessee
| | - Caihua Liang
- EpidemiologyOptumBostonMassachusetts
- EpidemiologyOptumAnn ArborMichigan
| | - Cheryl L. Enger
- EpidemiologyOptumBostonMassachusetts
- EpidemiologyOptumAnn ArborMichigan
| | - Paul M. Coplan
- Epidemiology, Johnson & JohnsonNew BrunswickNew Jersey
- Adjunct, Perelman School of MedicineUniversity of PennsylvaniaPhiladelphiaPennsylvania
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Cicero TJ, Mendoza M, Cattaneo M, Dart RC, Mardekian J, Polson M, Roland CL, Schnoll SH, Webster LR, Park PW. Real-world misuse, abuse, and dependence of abuse-deterrent versus non-abuse-deterrent extended-release morphine in Medicaid non-cancer patients. Postgrad Med 2019; 131:225-229. [DOI: 10.1080/00325481.2019.1585688] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Affiliation(s)
- Theodore J. Cicero
- Department of Psychiatry, Washington University School of Medicine in St. Louis, St. Louis, MO, USA
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Peacock A, Larance B, Bruno R, Pearson SA, Buckley NA, Farrell M, Degenhardt L. Post-marketing studies of pharmaceutical opioid abuse-deterrent formulations: a framework for research design and reporting. Addiction 2019; 114:389-399. [PMID: 29989247 PMCID: PMC6599581 DOI: 10.1111/add.14380] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/15/2017] [Revised: 02/12/2018] [Accepted: 07/04/2018] [Indexed: 12/01/2022]
Abstract
BACKGROUND AND AIMS Opioid formulations with properties to deter abuse (abuse-deterrent formulations; ADFs) have been developed as one response to the prescription opioid 'epidemic'. As for all medicines, ADFs undergo evaluation of safety and efficacy prior to registration for marketing. However, reduced extra-medical use (the primary intended outcome of ADFs and reason for their introduction) can only be established in post-marketing observational studies, comparing them to opioid formulations without abuse-deterrent properties. This has implications for various features of study design and analysis. We discuss proposals for the design, conduct, governance and reporting of post-marketing studies on the effectiveness of pharmaceutical and opioid ADFs. METHODS A review of current guidance documents, public work-shops and forums and our own experience with post-marketing studies of ADFs. RESULTS AND CONCLUSIONS Research questions for post-marketing studies on ADFs of opioids should reasonably be framed around detecting any probable intended or unintended clinical and/or meaningful changes in specific aspects of extra-medical use (e.g. injection use) and harms. Outcomes reported by prevalence and frequency of occurrence and disaggregated by specific product and route of administration can illustrate the magnitude of ADF impact. We argue that a multi-faceted approach is required, using data from both general population and sentinel high-risk cohorts and from primary and secondary data sources. The comparator (historical non-ADF formulation of that opioid, equivalent current generic or similar opioid product), duration of monitoring and analytical approach require justification and should be sufficient to add weight to conclusions of causality. To maximize transparency, we recommend explicit declarations of funding and conflict of interest, establishment of an advisory committee, publication of study protocol and access to study results.
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Affiliation(s)
- Amy Peacock
- National Drug and Alcohol Research Centre, UNSW Australia, Sydney NSW 2052 Australia
- School of Medicine, University of Tasmania, TAS 7001, Australia
| | - Briony Larance
- National Drug and Alcohol Research Centre, UNSW Australia, Sydney NSW 2052 Australia
| | - Raimondo Bruno
- National Drug and Alcohol Research Centre, UNSW Australia, Sydney NSW 2052 Australia
- School of Medicine, University of Tasmania, TAS 7001, Australia
| | - Sallie-Anne Pearson
- Centre for Big Data Research in Health, University of New South Wales, Australia
| | | | - Michael Farrell
- National Drug and Alcohol Research Centre, UNSW Australia, Sydney NSW 2052 Australia
| | - Louisa Degenhardt
- National Drug and Alcohol Research Centre, UNSW Australia, Sydney NSW 2052 Australia
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Rauck RL. Mitigation of IV Abuse Through the Use of Abuse-Deterrent Opioid Formulations: An Overview of Current Technologies. Pain Pract 2019; 19:443-454. [PMID: 30597739 PMCID: PMC6849554 DOI: 10.1111/papr.12760] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2018] [Revised: 11/19/2018] [Accepted: 12/09/2018] [Indexed: 12/19/2022]
Abstract
Providers who treat patients with chronic pain face a dual challenge: providing adequate access to opioid therapies for appropriate pain management while adopting strategies to minimize the risk for abuse. Commonly prescribed opioids have substantial abuse potential when administered intravenously, and extended‐release (ER)/long‐acting (LA) opioids may be targeted for intravenous (IV) abuse because of the higher per‐dose medication level. The consequences of IV opioid abuse are severe and increase the risks for adverse outcomes, including mortality due to acute health events, serious infections, and deep vein thrombosis, to name a few. To reduce the potential for abuse of prescription opioids by both recreational and experienced drug abusers, abuse‐deterrent formulations (ADFs) of opioid medications employ either physical/chemical barriers or agonist‐antagonist combinations. Here we review the development and use of opioid ADFs as a harm‐reduction strategy, and their potential for mitigating IV opioid abuse. The approved ER/LA opioids with ADF labeling in the United States include formulations of oxycodone, hydrocodone, and morphine. Findings from in vitro laboratory tests of abuse deterrence for opioid ADFs are described herein, as are data from human abuse potential studies for IV abuse of those ADF products, for which such studies are feasible (ie, abuse‐deterrent agonist‐antagonist formulations). The available ADF opioids may decrease both the attractiveness and the feasibility of IV abuse. The adoption of ADF opioids represents one tactic for providing access to needed medication for patients with chronic pain, while potentially reducing the risk for opioid abuse, in a comprehensive effort to combat the opioid epidemic.
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Affiliation(s)
- Richard L Rauck
- Carolinas Pain Institute, The Center for Clinical Research, Winston-Salem, North Carolina, U.S.A
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Dasgupta N, Schwarz J, Hennessy S, Ertefaie A, Dart RC. Causal inference for evaluating prescription opioid abuse using trend-in-trend design. Pharmacoepidemiol Drug Saf 2019; 28:716-725. [PMID: 30714239 DOI: 10.1002/pds.4736] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2018] [Revised: 12/20/2018] [Accepted: 12/26/2018] [Indexed: 11/06/2022]
Abstract
PURPOSE One response to the opioid crisis in the United States has been the development of opioid analgesics with properties intended to reduce non-oral use. Previous evaluations of abuse in the community have relied on population averaged interrupted time series Poisson models with utilization offsets. However, competing interventions and secular trends complicate interpretation of time-series analyses. An alternative research design, trend-in-trend, accounts for heterogeneity in per capita opioid dispensing and unmeasured time-varying confounding, which provides a causal evaluation, provided that underlying assumptions are met. METHODS Trend-in-trend can be modeled using a logistic regression framework. In logistic regression, exposure was any product-specific outpatient dispensing by three-digit ZIP code and calendar quarter, for 22 opioids. The outcome was any product-specific abuse case ascertained from poison centers and drug treatment programs, covering 94% of the US population, between July 2009 and December 2016. Product-specific odds ratios compared places without dispensing with places with any dispensing; the causal contrast represents the odds of product-specific abuse in the community given exposure. RESULTS Dispensing of new and low-volume opioids varied considerably across the country, with no region showing high of all products. Of 22 opioids analyzed, the three with approved labeling as intended to deter abuse ranked near the lowest in both absolute (population-adjusted rates: 1.7, 0.9, and 8.2 per million people per quarter, respectively) and relative measures (trend-in-trend ORs: 1.96, 1.79, 1.69, respectively). CONCLUSIONS Postmarketing studies of prescription opioid abuse may benefit by evolving from unadjusted surveillance rates to a causal inference approach.
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Affiliation(s)
- Nabarun Dasgupta
- Rocky Mountain Poison and Drug Center, Denver Health, Denver, CO, USA.,Injury Prevention Research Center and Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, NC, USA
| | - John Schwarz
- Rocky Mountain Poison and Drug Center, Denver Health, Denver, CO, USA
| | - Sean Hennessy
- Center for Pharmacoepidemiology Research and Training and Center for Clinical Epidemiology and Biostatistics, Department of Biostatistics and Epidemiology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Askhan Ertefaie
- Department of Biostatistics and Computational Biology, University of Rochester, Rochester, NY, USA
| | - Richard C Dart
- Rocky Mountain Poison and Drug Center, Denver Health, Denver, CO, USA.,Department of Emergency Medicine, University of Colorado School of Medicine, Aurora, CO, USA
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Ahmad R, Alaei S, Omidian H. Safety and performance of current abuse-deterrent formulations. Expert Opin Drug Metab Toxicol 2018; 14:1255-1271. [DOI: 10.1080/17425255.2018.1546289] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Affiliation(s)
- Rand Ahmad
- College of Pharmacy, Nova Southeastern University, Fort Lauderdale, FL, USA
| | - Samaneh Alaei
- College of Pharmacy, Nova Southeastern University, Fort Lauderdale, FL, USA
| | - Hamid Omidian
- College of Pharmacy, Nova Southeastern University, Fort Lauderdale, FL, USA
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Fanelli A, Sorella MC, Ghisi D. Morphine sulfate abuse-deterrent formulations for the treatment of chronic pain. Expert Rev Clin Pharmacol 2018; 11:1157-1162. [DOI: 10.1080/17512433.2018.1545573] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Affiliation(s)
- Andrea Fanelli
- Anesthesia e Pain Therapy Unit, Policlinico S.Orsola-Malpighi, Bologna, Italy
| | | | - Daniela Ghisi
- Anesthesia, Intensive Care and Pain Therapy, Istituto Ortopedico Rizzoli, Bologna, Italy
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Alpert A, Powell D, Pacula RL. Supply-Side Drug Policy in the Presence of Substitutes: Evidence from the Introduction of Abuse-Deterrent Opioids. AMERICAN ECONOMIC JOURNAL. ECONOMIC POLICY 2018; 10:1-35. [PMID: 34326924 PMCID: PMC8317673 DOI: 10.1257/pol.20170082] [Citation(s) in RCA: 76] [Impact Index Per Article: 10.9] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/13/2023]
Abstract
Overdose deaths from prescription opioid pain relievers nearly quadrupled between 1999 and 2010. We study the consequences of one of the largest supply disruptions to date to abusable opioids - the introduction of an abuse-deterrent version of OxyContin in 2010. Supply-side interventions which limit access to opioids may have the unintended consequence of increasing use of substitute drugs, including heroin. Exploiting cross-state variation in OxyContin exposure, we find that states with the highest initial rates of OxyContin misuse experienced the largest increases in heroin deaths. Our results imply that the recent heroin epidemic is largely due to the reformulation of OxyContin.
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Affiliation(s)
- Abby Alpert
- The Wharton School; University of Pennsylvania; Philadelphia, PA 19104
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Adler JA, Mallick-Searle T. An overview of abuse-deterrent opioids and recommendations for practical patient care. J Multidiscip Healthc 2018; 11:323-332. [PMID: 30026658 PMCID: PMC6045950 DOI: 10.2147/jmdh.s166915] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023] Open
Abstract
Despite advances in the treatment of severe intractable pain, opioids remain a critical and appropriate component of treatment. However, abuse, misuse, and diversion of prescription opioids are significant public health concerns. Opioid abuse-deterrent formulations (ADFs) are one component of an opioid risk management plan to manage patient’s pain relief and quality of life while offering some protection against potentially harmful consequences of opioids from misuse and abuse. Opioid ADFs are designed to make manipulation more difficult and administration via non-oral routes less appealing. There are currently nine extended-release and one immediate-release opioid pain medications with US Food and Drug Administration-approved ADF labeling. All use physical/chemical barriers or agonist/antagonist combinations to deter manipulation and abuse. Evidence suggests that opioid ADFs decrease rates of abuse and diversion of opioids in the USA; however, some opioid ADFs are not yet commercially available or have not been on the market long enough to undergo post-marketing data analyses. Opioid ADFs along with the use of prescription drug monitoring programs, clinical assessment tools, toxicology testing, and co-prescribing of naloxone are all tools that can be used to reduce opioid abuse. Patient education on the risks of abuse and diversion is vital and includes a discussion of appropriate use of medication and proper storage. Physician assistants and nurse practitioners are on the “front lines” in battling opioid abuse and serve a key role in recognizing and mitigating the risks of prescription opioid diversion, abuse, and misuse (intentional and unintentional) and in identifying patients at risk for abuse while still providing pain relief to patients.
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Mendoza S, Rivera AS, Hansen HB. Re-racialization of Addiction and the Redistribution of Blame in the White Opioid Epidemic. Med Anthropol Q 2018; 33:242-262. [DOI: 10.1111/maq.12449] [Citation(s) in RCA: 37] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2016] [Revised: 02/01/2018] [Accepted: 03/12/2018] [Indexed: 11/28/2022]
Affiliation(s)
- Sonia Mendoza
- Department of Sociomedical Sciences; Columbia University
- Departments of Psychiatry and Anthropology; New York University
| | | | - Helena Bjerring Hansen
- Departments of Psychiatry and Anthropology; New York University
- Nathan Kline Institute for Psychiatric Research; Orangeburg NY 10962
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Pergolizzi JV, Taylor R, LeQuang JA, Raffa RB. What’s holding back abuse-deterrent opioid formulations? Considering 12 U.S. stakeholders. Expert Opin Drug Deliv 2018; 15:567-576. [DOI: 10.1080/17425247.2018.1473374] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/16/2022]
Affiliation(s)
| | | | | | - Robert B. Raffa
- College of Pharmacy, University of Arizona College of Pharmacy, Tucson, Ariz, USA
- School of Pharmacy, Temple University School of Pharmacy, Philadelphia, PA, USA
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Abstract
Abstract
Abuse-deterrent opioid formulations have been suggested as one way to decrease the abuse, addiction, and overdose of orally prescribed opioids. Ten oral opioid formulations have received abuse-deterrent labeling by the U.S. Food and Drug Administration (FDA). Their properties consist of physical and/or chemical means by which the pills resist manipulation and create a barrier to unintended administration, such as chewing, nasal snorting, smoking, and intravenous injection. In this review, we describe the mechanisms of abuse-deterrent technology, the types of premarketing studies required for FDA approval, the pharmacology of the currently approved abuse-deterrent opioid formulations, and the evidence for and against their influence on opioid abuse. We conclude that there is currently insufficient evidence to indicate that the availability of abuse-deterrent opioid formulations has altered the trajectory of opioid overdose and addiction; however, postmarketing studies are in their infancy, and novel deterrent formulations are continually being developed and submitted for marketing approval.
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Intranasal Pharmacokinetics of Morphine ARER, a Novel Abuse-Deterrent Formulation: Results from a Randomized, Double-Blind, Four-Way Crossover Study in Nondependent, Opioid-Experienced Subjects. Pain Res Manag 2018; 2018:7276021. [PMID: 29849845 PMCID: PMC5937443 DOI: 10.1155/2018/7276021] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2017] [Revised: 03/01/2018] [Accepted: 03/25/2018] [Indexed: 11/17/2022]
Abstract
Objective To investigate the pharmacokinetics (PK) of Morphine ARER, an extended-release (ER), abuse-deterrent formulation of morphine sulfate after oral and intranasal administration. Methods This randomized, double-blind, double-dummy, placebo-controlled, four-way crossover study assessed the PK of morphine and its active metabolite, M6G, from crushed intranasal Morphine ARER and intact oral Morphine ARER compared with crushed intranasal ER morphine following administration to nondependent, recreational opioid users. The correlation between morphine PK and the pharmacodynamic parameter of drug liking, a measure of abuse potential, was also evaluated. Results Mean maximum observed plasma concentration (Cmax) for morphine was lower with crushed intranasal Morphine ARER (26.2 ng/mL) and intact oral Morphine ARER (18.6 ng/mL), compared with crushed intranasal ER morphine (49.5 ng/mL). The time to Cmax (Tmax) was the same for intact oral and crushed intranasal Morphine ARER (1.6 hours) and longer for crushed intranasal morphine ER (1.1 hours). Higher mean maximum morphine Cmax, Tmax, and abuse quotient (Cmax/Tmax) were positively correlated with maximum effect for drug liking (R2 ≥ 0.9795). Conclusion These data suggest that Morphine ARER maintains its ER profile despite physical manipulation and intranasal administration, which may be predictive of a lower intranasal abuse potential compared with ER morphine.
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Latkin CA, Edwards C, Davey-Rothwell MA, Yang C, Tobin KE. The relationship between drug use settings, roles in the drug economy, and witnessing a drug overdose in Baltimore, Maryland. Subst Abus 2018; 39:384-389. [PMID: 29432084 DOI: 10.1080/08897077.2018.1439801] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
BACKGROUND There has been a dramatic increase in drug overdose deaths in the United States. In the current study, the authors examined factors associated with witnessing a drug overdose. METHODS A sample of 450 substance users in Baltimore, Maryland, were recruited for a behavioral intervention and were administered a survey. Multinomial logistic regression models were used to compare participants who never witnessed a drug overdose with those who witnessed one in the prior 6 months and those who witnessed an overdose over 6 months ago. RESULTS Most (58%) participants were male, 40% experienced homelessness in the prior 6 months, 63% reported a history of heroin injecting, 84% had snorted heroin, 75% reported witnessing a drug overdose, and 38% experienced an overdose. In multinomial logistic regression models, witnessing an overdose in the past 6 months was associated with number of different types of places where drugs were used (adjusted odds ratio [aOR] = 1.34), history of experiencing an overdose (aOR = 1.80), injecting heroin and/or speedball (aOR = 1.78), and snorting heroin (aOR = 1.54). Witnessing an overdose more than 6 months ago was associated with number of different places where drugs were used (aOR = 1.25), history of experiencing an overdose (aOR = 1.61), snorting heroin (aOR = 1.42), and injecting heroin or speedball (aOR = 1.47). CONCLUSIONS These data suggest that people who engage in more public and frequent drug use, and hence are more likely to witness an overdose, should be targeted for interventions to prevent and treat drug overdose.
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Affiliation(s)
- Carl A Latkin
- a Department of Health , Behavior, and Society, Johns Hopkins Bloomberg School of Public Health , Baltimore , Maryland , USA
| | - Catie Edwards
- a Department of Health , Behavior, and Society, Johns Hopkins Bloomberg School of Public Health , Baltimore , Maryland , USA
| | - Melissa A Davey-Rothwell
- a Department of Health , Behavior, and Society, Johns Hopkins Bloomberg School of Public Health , Baltimore , Maryland , USA
| | - Cui Yang
- a Department of Health , Behavior, and Society, Johns Hopkins Bloomberg School of Public Health , Baltimore , Maryland , USA
| | - Karin E Tobin
- a Department of Health , Behavior, and Society, Johns Hopkins Bloomberg School of Public Health , Baltimore , Maryland , USA
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Pergolizzi JV, Raffa RB, Taylor R, Vacalis S. Abuse-deterrent opioids: an update on current approaches and considerations. Curr Med Res Opin 2018; 34:711-723. [PMID: 29262730 DOI: 10.1080/03007995.2017.1419171] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
OBJECTIVE Abuse and misuse of prescription opioids is a significant public health concern. This review examines the strategies used to confer abuse-deterrent properties on opioid abuse-deterrent formulations (ADFs), the characteristics and supporting data for each of the available ADFs, and the role of opioid ADFs as part of a comprehensive opioid risk management plan. METHODS A PubMed search was performed for articles published within the last 10 years using the search terms "abuse deterrent opioids". Articles were limited to clinical studies and reviews focusing on United States (US) Food and Drug Administration (FDA)-approved opioid ADFs in the US. RESULTS There are currently nine extended-release and one immediate-release opioid pain medications with US FDA-approved ADF labelling. All use either physical and chemical barriers or agonist/antagonist combinations to deter manipulation and abuse. Evidence is mounting that introduction of opioid ADFs has been associated with decreased rates of abuse and diversion of opioids in the US. CONCLUSIONS Although not sufficient by themselves to prevent prescription opioid abuse and misuse, opioid ADFs are an important component of a healthcare provider's comprehensive opioid risk management plan (along with utilization of prescription drug monitoring programs, clinical assessment tools, urine tests, co-prescribing of naloxone to patients at risk of an overdose, access to non-pharmacological treatments and addiction/mental health resources, among others). Adoption of opioid ADFs should be considered as part of an overall public health opioid risk management plan involving all stakeholders to balance legitimate safe and effective use of opioids against misuse and abuse.
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Affiliation(s)
| | - Robert B Raffa
- b University of Arizona College of Pharmacy , Tucson , AZ , USA
- c Temple University School of Pharmacy , Philadelphia , PA , USA
| | | | - Steven Vacalis
- d CaroMont Family Medicine-Gastonia , Gastonia , NC , USA
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Smith MD, Webster LR, Lawler J, Lindhardt K, Dayno JM. Human Abuse Potential of an Abuse-Deterrent (AD), Extended-Release (ER) Morphine Product Candidate (Morphine-ADER Injection-Molded Tablets) versus Extended-Release Morphine Administered Orally in Nondependent Recreational Opioid Users. PAIN MEDICINE 2018; 18:898-907. [PMID: 27633773 PMCID: PMC5431384 DOI: 10.1093/pm/pnw174] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
Objective. To compare the relative human abuse potential of intact and manipulated morphine abuse-deterrent, extended-release injection-molded tablets (morphine-ADER-IMT) with that of marketed morphine sulfate ER tablets Methods. This randomized, double-blind, triple-dummy, active- and placebo-controlled, 4-way crossover, single-center study included adult volunteers who were experienced, nondependent, recreational opioid users. Participants were randomized 1:1:1:1 to placebo, morphine-ADER-IMT (60 mg, intact), morphine-ADER-IMT (60 mg, manipulated), and morphine ER (60 mg, manipulated) and received 1 dose of each oral agent in crossover fashion, separated by ≥5 days. Pharmacodynamic and pharmacokinetic endpoints were assessed, including the primary endpoint of peak effect of Drug Liking (Emax) via Drug Liking Visual Analog Scale (VAS) score and the secondary endpoints of time to Emax (TEmax) and mean abuse quotient (AQ; a pharmacokinetic parameter associated with drug liking). Results. Thirty-eight participants completed the study. Median Drug Liking VAS Emax was significantly lower after treatment with manipulated morphine-ADER-IMT (67) compared with manipulated morphine ER (74; P = 0.007). TEmax was significantly shorter after treatment with manipulated morphine ER compared with intact (P < 0.0001) or manipulated (P = 0.004) morphine-ADER-IMT. Mean AQ was lower after treatment with intact (5.7) or manipulated (16.4) morphine-ADER-IMT compared with manipulated morphine ER (45.9). Conclusions. Manipulated morphine-ADER-IMT demonstrated significantly lower Drug Liking Emax compared with manipulated morphine ER when administered orally. Morphine-ADER-IMT would be an important new AD, ER morphine product with lower potential for unintentional misuse by chewing or intentional manipulation for oral abuse than currently available non-AD morphine ER products.
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Affiliation(s)
| | | | - John Lawler
- Egalet Corporation, Wayne, Pennsylvania, USA
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Jauncey M, Livingston M, Salmon AM, Dietze P. The impact of OxyContin reformulation at the Sydney Medically Supervised Injecting Centre: Pros and cons. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2018; 53:17-22. [DOI: 10.1016/j.drugpo.2017.11.025] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2017] [Revised: 11/27/2017] [Accepted: 11/30/2017] [Indexed: 10/18/2022]
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By K, McAninch JK, Keeton SL, Secora A, Kornegay CJ, Hwang CS, Ly T, Levenson MS. Important statistical considerations in the evaluation of post-market studies to assess whether opioids with abuse-deterrent properties result in reduced abuse in the community. Pharmacoepidemiol Drug Saf 2017; 27:473-478. [PMID: 28833803 DOI: 10.1002/pds.4287] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2016] [Revised: 06/26/2017] [Accepted: 07/14/2017] [Indexed: 11/07/2022]
Abstract
PURPOSE Abuse, misuse, addiction, overdose, and death associated with non-medical use of prescription opioids have become a serious public health concern. Reformulation of these products with abuse-deterrent properties is one approach for addressing this problem. FDA has approved several extended-release opioid analgesics with abuse-deterrent labeling, the bases of which come from pre-market studies. As all opioid analgesics must be capable of delivering the opioid in order to reduce pain, abuse-deterrent properties do not prevent abuse, nor do pre-market evaluations ensure that there will be reduced abuse in the community. Utilizing data from various surveillance systems, some recent post-market studies suggest a decline in abuse of extended-release oxycodone after reformulation with abuse-deterrent properties. We discuss challenges stemming from the use of such data. METHODS We quantify the relationship between the sample, the population, and the underlying sampling mechanism and identify the necessary conditions if valid statements about the population are to be made. The presence of other interventions in the community necessitates the use of comparators. We discuss the principles under which the use of comparators can be meaningful. CONCLUSIONS Results based on surveillance data need to be interpreted with caution as the underlying sampling mechanisms can bias the results in unpredictable ways. The use of comparators has the potential to disentangle the effect due to the abuse-deterrence properties from those due to other interventions. However, identifying a comparator that is meaningful can be very difficult.
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Affiliation(s)
- Kunthel By
- US Food and Drug Administration, Silver Spring, MD, USA
| | | | | | - Alex Secora
- US Food and Drug Administration, Silver Spring, MD, USA
| | | | | | - Thomas Ly
- US Food and Drug Administration, Silver Spring, MD, USA
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Stewart K, Cao Y, Hsu MH, Artigiani E, Wish E. Geospatial Analysis of Drug Poisoning Deaths Involving Heroin in the USA, 2000-2014. J Urban Health 2017; 94:572-586. [PMID: 28639058 PMCID: PMC5533669 DOI: 10.1007/s11524-017-0177-7] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
We investigate the geographic patterns of drug poisoning deaths involving heroin by county for the USA from 2000 to 2014. The county-level patterns of mortality are examined with respect to age-adjusted rates of death for different classes of urbanization and racial and ethnic groups, while rates based on raw counts of drug poisoning deaths involving heroin are estimated for different age groups and by gender. To account for possible underestimations in these rates due to small areas or small numbers, spatial empirical Baye's estimation techniques have been used to smooth the rates of death and alleviate underestimation when analyzing spatial patterns for these different groups. The geographic pattern of poisoning deaths involving heroin has shifted from the west coast of the USA in the year 2000 to New England, the Mid-Atlantic region, and the Great Lakes and central Ohio Valley by 2014. The evolution over space and time of clusters of drug poisoning deaths involving heroin is confirmed through the SaTScan analysis. For this period, White males were found to be the most impacted population group overall; however, Blacks and Hispanics are highly impacted in counties where significant populations of these two groups reside. Our results show that while 35-54-year-olds were the most highly impacted age group by county from 2000 to 2010, by 2014, the trend had changed with an increasing number of counties experiencing higher death rates for individuals 25-34 years. The percentage of counties across the USA classified as large metro with deaths involving heroin is estimated to have decreased from approximately 73% in 2010 to just fewer than 56% in 2014, with a shift to small metro and non-metro counties. Understanding the geographic variations in impact on different population groups in the USA has become particularly necessary in light of the extreme increase in the use and misuse of street drugs including heroin and the subsequent rise in opioid-related deaths in the USA.
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Affiliation(s)
- Kathleen Stewart
- Department of Geographical Sciences, University of Maryland, College Park, MD, 20742, USA
- Center for Geospatial Information Science, University of Maryland, College Park, MD, 20742, USA
| | - Yanjia Cao
- Department of Geographical Sciences, University of Maryland, College Park, MD, 20742, USA.
- Center for Geospatial Information Science, University of Maryland, College Park, MD, 20742, USA.
| | - Margaret H Hsu
- Center for Substance Abuse Research, University of Maryland, College Park, MD, 20740, USA
| | - Eleanor Artigiani
- Center for Substance Abuse Research, University of Maryland, College Park, MD, 20740, USA
| | - Eric Wish
- Center for Substance Abuse Research, University of Maryland, College Park, MD, 20740, USA
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Vosburg SK, Haynes C, Besharat A, Green JL. Changes in drug use patterns reported on the web after the introduction of ADF OxyContin: findings from the Researched Abuse, Diversion, and Addiction-Related Surveillance (RADARS) System Web Monitoring Program. Pharmacoepidemiol Drug Saf 2017; 26:1044-1052. [DOI: 10.1002/pds.4248] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2016] [Revised: 04/26/2017] [Accepted: 06/05/2017] [Indexed: 11/08/2022]
Affiliation(s)
- Suzanne K. Vosburg
- Rocky Mountain Poison and Drug Center (RMPDC); A Division of Denver Health; 777 Bannock Street M/C 0180 Denver Colorado 80204 USA
| | - Colleen Haynes
- Rocky Mountain Poison and Drug Center (RMPDC); A Division of Denver Health; 777 Bannock Street M/C 0180 Denver Colorado 80204 USA
| | - Andrea Besharat
- Rocky Mountain Poison and Drug Center (RMPDC); A Division of Denver Health; 777 Bannock Street M/C 0180 Denver Colorado 80204 USA
| | - Jody L. Green
- Rocky Mountain Poison and Drug Center (RMPDC); A Division of Denver Health; 777 Bannock Street M/C 0180 Denver Colorado 80204 USA
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Abstract
OBJECTIVES To determine opioid-prescribing practices to the orthopaedic trauma (OT) population at one Level I trauma center. DESIGN A retrospective study of discharge prescriptions for adult patients with OT. Prescription details, injury burden, and patient demographics were abstracted for patients from initial injury through a 2-month follow-up. SETTING Level I trauma center. PATIENTS/PARTICIPANTS Adult patients with OT admitted over a 30-day period (n = 110). INTERVENTION All discharge and follow-up opioid prescriptions were recorded. MAIN OUTCOME MEASUREMENTS Morphine milligram equivalents (MMEs) per day, number of opioid prescriptions, type/dose of medication prescribed. RESULTS One hundred thirty-five discharge prescriptions were written for 110 patients with orthopaedic injuries during the review period. All patients received opioids at the time of discharge. The MMEs prescribed at the time of discharge was 114 mg (54-300 mg) for a mean of 7.21 days (2-36.7 days). Although patients with preinjury risk factors were prescribed discharge opioids for a similar duration (7.00 days vs. 7.30 days, P = 0.81) than those without risk factors, they were prescribed significantly more MMEs than those without (130 vs. 108, P < 0.05) and were more likely to receive extended-release and long-acting opioids than those without (42.11% vs. 21.98%). CONCLUSIONS Pain management after OT continues to be opioid-centric despite involving a population at risk. Further focus on prescriber and patient education, risk evaluation with mitigation, guideline development, and comprehensive pain management strategies are warranted in the OT population. LEVEL OF EVIDENCE Prognostic Level IV. See Instructions for Authors for a complete description of levels of evidence.
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