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Solgama JP, Liu E, Davis M, Graham J, McCall KL, Piper BJ. State-level variation in distribution of oxycodone and opioid-related deaths from 2000 to 2021: an ecological study of ARCOS and CDC WONDER data in the USA. BMJ Open 2024; 14:e073765. [PMID: 38453203 PMCID: PMC10921485 DOI: 10.1136/bmjopen-2023-073765] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Accepted: 02/12/2024] [Indexed: 03/09/2024] Open
Abstract
OBJECTIVES This study aims to characterise oxycodone's distribution and opioid-related overdoses in the USA by state from 2000 to 2021. DESIGN This is an observational study. SETTING More than 80 000 Americans died of an opioid overdose in 2021 as the USA continues to struggle with an opioid crisis. Prescription opioids play a substantial role, introducing patients to opioids and providing a supply of drugs that can be redirected to those seeking to misuse them. METHODS The Drug Enforcement Administration annual summary reports from the Automation of Reports and Consolidated Orders System provided weights of oxycodone distributed per state by business type (pharmacies, hospitals and practitioners). Weights were converted to morphine milligram equivalents (MME) per capita and normalised for population. The Centers for Disease Control and Prevention Wide-ranging ONline Data for Epidemiologic Research provided mortality data for heroin, other opioids, methadone, other synthetic narcotics and other/unspecified narcotics. RESULTS There was a sharp 280.13% increase in total MME/person of oxycodone from 2000 to 2010, followed by a slower 54.34% decrease from 2010 to 2021. Florida (2007-2011), Delaware (2003-2020) and Tennessee (2012-2021) displayed consistent and substantial elevations in combined MME/person compared with other states. In the peak year (2010), there was a 15-fold difference between the highest and lowest states. MME/person from only pharmacies, which constituted >94% of the total, showed similar results. Hospitals in Alaska (2000-2001, 2008, 2010-2021), Colorado (2008-2021) and DC (2000-2011) distributed substantially more MME/person over many years compared with other states. Florida stood out in practitioner-distributed oxycodone, with an elevation of almost 15-fold the average state from 2006 to 2010. Opioid-related deaths increased +806% from 2000 to 2021, largely driven by heroin, other opioids and other synthetic narcotics. CONCLUSIONS Oxycodone distribution across the USA showed marked differences between states and business types over time. Investigation of opioid policies in states of interest may provide insight for future actions to mitigate opioid misuse.
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Affiliation(s)
- Jay P Solgama
- Geisinger Commonwealth School of Medicine, Scranton, Pennsylvania, USA
| | - Edward Liu
- Geisinger Commonwealth School of Medicine, Scranton, Pennsylvania, USA
| | - Mellar Davis
- Geisinger Commonwealth School of Medicine, Scranton, Pennsylvania, USA
- Palliative Care, Geisinger Health System, Danville, Pennsylvania, USA
| | - Jove Graham
- Center for Pharmacy Innovation and Outcomes, Geisinger, Danville, Pennsylvania, USA
- Center for Health Research, Danville, Pennsylvania, USA
| | - Kenneth L McCall
- Binghamton University, Binghamton, New York, USA
- University of New England, Portland, Maine, USA
| | - Brian J Piper
- Geisinger Commonwealth School of Medicine, Scranton, Pennsylvania, USA
- Center for Pharmacy Innovation and Outcomes, Geisinger, Danville, Pennsylvania, USA
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Madera JD, Ruffino AE, Feliz A, McCall KL, Davis CS, Piper BJ. Declining but Pronounced State-Level Disparities in Prescription Opioid Distribution in the United States. PHARMACY 2024; 12:14. [PMID: 38251408 PMCID: PMC10801547 DOI: 10.3390/pharmacy12010014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2023] [Revised: 01/04/2024] [Accepted: 01/12/2024] [Indexed: 01/23/2024] Open
Abstract
The United States (US) opioid epidemic is a persistent and pervasive public health emergency that claims the lives of over 80,000 Americans per year as of 2021. There have been sustained efforts to reverse this crisis over the past decade, including a number of measures designed to decrease the use of prescription opioids for the treatment of pain. This study analyzed the changes in federal production quotas for prescription opioids and the distribution of prescription opioids for pain and identified state-level differences between 2010 and 2019. Data (in grams) on opioid production quotas and distribution (from manufacturer to hospitals, retail pharmacies, practitioners, and teaching institutions) of 10 prescription opioids (codeine, fentanyl, hydrocodone, hydromorphone, meperidine, methadone, morphine, oxycodone, oxymorphone, and tapentadol) for 2010 to 2019 were obtained from the US Drug Enforcement Administration. Amounts of each opioid were converted from grams to morphine milligram equivalent (MME), and the per capita distribution by state was calculated using population estimates. Total opioid production quotas increased substantially from 2010 to 2013 before decreasing by 41.5% from 2013 (87.6 MME metric tons) to 2019 (51.3). The peak year for distribution of all 10 prescription opioids was between 2010 and 2013, except for codeine (2015). The largest quantities of opioid distribution were observed in Tennessee (520.70 MME per person) and Delaware (251.45) in 2011 and 2019. There was a 52.0% overall decrease in opioid distribution per capita from 2010 to 2019, with the largest decrease in Florida (-61.6%) and the smallest in Texas (-18.6%). Southern states had the highest per capita distribution for eight of the ten opioids in 2019. The highest to lowest state ratio of total opioid distribution, corrected for population, decreased from 5.25 in 2011 to 2.78 in 2019. The mean 95th/5th ratio was relatively consistent in 2011 (4.78 ± 0.70) relative to 2019 (5.64 ± 0.98). This study found a sustained decline in the distribution of ten prescription opioids during the last five years. Distribution was non-homogeneous at the state level. Analysis of state-level differences revealed a fivefold difference in the 95th:5th percentile ratio between states, which has remained unchanged over the past decade. Production quotas did not correspond with the distribution, particularly in the 2010-2016 period. Future research, focused on identifying factors contributing to the observed regional variability in opioid distribution, could prove valuable to understanding and potentially remediating the pronounced disparities in prescription opioid-related harms in the US.
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Affiliation(s)
- Joshua D. Madera
- Department of Medical Education, Geisinger Commonwealth School of Medicine, Scranton, PA 18509, USA; (J.D.M.); (A.E.R.); (A.F.); (B.J.P.)
| | - Amanda E. Ruffino
- Department of Medical Education, Geisinger Commonwealth School of Medicine, Scranton, PA 18509, USA; (J.D.M.); (A.E.R.); (A.F.); (B.J.P.)
| | - Adriana Feliz
- Department of Medical Education, Geisinger Commonwealth School of Medicine, Scranton, PA 18509, USA; (J.D.M.); (A.E.R.); (A.F.); (B.J.P.)
| | - Kenneth L. McCall
- Department of Pharmacy Practice, University of New England, Portland, ME 04103, USA
- Department of Pharmacy Practice, Binghamton University, Johnson City, NY 13790, USA
| | | | - Brian J. Piper
- Department of Medical Education, Geisinger Commonwealth School of Medicine, Scranton, PA 18509, USA; (J.D.M.); (A.E.R.); (A.F.); (B.J.P.)
- Center for Pharmacy Innovation and Outcomes, Geisinger College of Health Sciences, Danville, PA 18704, USA
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Chwistek M, Sherry D, Kinczewski L, Silveira MJ, Davis M. Should Buprenorphine Be Considered a First-Line Opioid for the Treatment of Moderate to Severe Cancer Pain? J Pain Symptom Manage 2023; 66:e638-e643. [PMID: 37343903 DOI: 10.1016/j.jpainsymman.2023.06.022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/12/2023] [Revised: 06/02/2023] [Accepted: 06/09/2023] [Indexed: 06/23/2023]
Abstract
Cancer pain remains a significant problem worldwide, affecting more than half of patients receiving anti-cancer treatment and most patients with advanced disease. Opioids remain the cornerstone of therapy, and morphine, given its availability, multiple formulations, price, and evidence base, is typically considered the first-line treatment for moderate to severe cancer pain. Buprenorphine has emerged in recent decades as an alternative opioid for treating chronic pain and substance use disorder (SUD). However, it remains controversial whether buprenorphine should be considered a first-line opioid for moderate to severe cancer pain. In this "Controversies in Palliative Care" article, three expert clinicians independently answer this question. Specifically, each group provides a synopsis of the key studies that inform their thought process, share practical advice on their clinical approach, and highlight the opportunities for future research. All three groups agree that there is a place for the use of buprenorphine as a first-line opioid in cancer pain. Specifically, they mention populations of elderly patients, patients with renal failure, and those with (SUD). They also underscore many unique and favorable characteristics of buprenorphine, such as the low risk for respiratory depression, lack of adverse effects on testosterone levels in men, no risk of serotonin syndrome when combined with antidepressants, and ease of use given its transdermal, transmucosal, and sublingual formulations. However, further studies are needed to guide the use of buprenorphine for cancer pain-primarily randomized clinical trials (RCTs) comparing buprenorphine with other opioids in various pain syndromes.
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Affiliation(s)
- Marcin Chwistek
- Department of Hematology and Oncology (M.C., D.S., L.K.), Fox Chase Cancer Center/Temple University Health System, Philadelphia, PA, USA.
| | - Dylan Sherry
- Department of Hematology and Oncology (M.C., D.S., L.K.), Fox Chase Cancer Center/Temple University Health System, Philadelphia, PA, USA
| | - Leigh Kinczewski
- Department of Hematology and Oncology (M.C., D.S., L.K.), Fox Chase Cancer Center/Temple University Health System, Philadelphia, PA, USA
| | - Maria J Silveira
- Division of Geriatric and Palliative Medicine (M.J.S.), University of Michigan & Geriatric Research Education and Clinical Center, Ann Arbor Veteran Administration Medical Center, Ann Arbor, MI, USA
| | - Mellar Davis
- Department of Palliative Care, Geisinger Medical Center, Geisinger Health Geisinger Commonwealth School of Medicine (M.D.), Danville, PA, USA
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Bodnar RJ. Endogenous opiates and behavior: 2022. Peptides 2023; 169:171095. [PMID: 37704079 DOI: 10.1016/j.peptides.2023.171095] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/22/2023] [Revised: 09/06/2023] [Accepted: 09/07/2023] [Indexed: 09/15/2023]
Abstract
This paper is the forty-fifth consecutive installment of the annual anthological review of research concerning the endogenous opioid system, summarizing articles published during 2022 that studied the behavioral effects of molecular, pharmacological and genetic manipulation of opioid peptides and receptors as well as effects of opioid/opiate agonists and antagonists. The review is subdivided into the following specific topics: molecular-biochemical effects and neurochemical localization studies of endogenous opioids and their receptors (1), the roles of these opioid peptides and receptors in pain and analgesia in animals (2) and humans (3), opioid-sensitive and opioid-insensitive effects of nonopioid analgesics (4), opioid peptide and receptor involvement in tolerance and dependence (5), stress and social status (6), learning and memory (7), eating and drinking (8), drug abuse and alcohol (9), sexual activity and hormones, pregnancy, development and endocrinology (10), mental illness and mood (11), seizures and neurologic disorders (12), electrical-related activity and neurophysiology (13), general activity and locomotion (14), gastrointestinal, renal and hepatic functions (15), cardiovascular responses (16), respiration and thermoregulation (17), and immunological responses (18).
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Affiliation(s)
- Richard J Bodnar
- Department of Psychology and Neuropsychology Doctoral Sub-Program, Queens College, City University of New York, Flushing, NY 11367, USA.
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McFadden LM. Changes in buprenorphine visits in frontier and remote locations: Effects of the SARS-CoV-2 pandemic. DRUG AND ALCOHOL DEPENDENCE REPORTS 2023; 7:100155. [PMID: 37065774 PMCID: PMC10052936 DOI: 10.1016/j.dadr.2023.100155] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/17/2022] [Revised: 03/28/2023] [Accepted: 03/28/2023] [Indexed: 03/31/2023]
Abstract
Background The pandemic has changed many aspects of healthcare, including the treatment of people with opioid use disorder with buprenorphine. Prior to the pandemic, rural health disparities existed in the accessibility of this treatment. Rural and frontier areas of the United States, particularly the Great Plains, had few or no providers of this evidence-based treatment. This study aimed to investigate how access to buprenorphine changed in the Great Plains during the pandemic. Methods This retrospective observational study compared the number of weekly patient appointments resulting in a buprenorphine prescription for 55 weeks before the start of the SARS-CoV-2 pandemic and 55 weeks after. Electronic health records of the largest rural health provider in the Great Plains were queried. Patients were categorized as coming from a frontier location or a non-frontier location based on the home address provided at the visit. The USDA defines frontier as communities that are small and distant from urban centers. Time series analysis was utilized to understand changes in weekly visits during this period. Results A significant increase in weekly buprenorphine visits occurred after the pandemic's start. Further, females and people from frontier locations had significantly higher numbers of buprenorphine visits. Conclusions In an area of the country with low pre-existing access to buprenorphine treatment for opioid use disorder, increases in buprenorphine visits were found after the pandemic began. This was particularly true of females who reside in frontier areas. Pandemic-related changes may have reduced barriers to this critical treatment, especially among rural populations.
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Affiliation(s)
- Lisa M. McFadden
- University of South Dakota, 414 E. Clark Street, Vermillion, SD 57069, USA
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Dowd ME, Tang EJ, Yan KT, McCall KL, Piper BJ. Reductions and pronounced regional differences in morphine distribution in the United States. Res Social Adm Pharm 2023; 19:926-930. [PMID: 36894400 DOI: 10.1016/j.sapharm.2023.03.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2022] [Revised: 02/27/2023] [Accepted: 03/02/2023] [Indexed: 03/07/2023]
Abstract
OBJECTIVES The purpose of this longitudinal study was to describe the temporal pattern of morphine distribution nationally and between states. METHODS Drug weight was obtained from Report 5 of the US Drug Enforcement Administration's Automation of Reports and Consolidated Orders System (ARCOS) to characterize patterns in the distribution of morphine from 2012 to 2021. Morphine distribution amounts were separated by state and business type and corrected for population. States outside a 95% confidence interval relative to the national average were considered statistically significant. KEY FINDINGS In 2012, there was a 4.6-fold difference in morphine distribution between the highest-prescribing state, Tennessee (180.2 mg/person), and the lowest-prescribing state, Texas (39.4 mg/person). By the end of 2021, national distribution of morphine had decreased by 59.9% when compared to the peak year 2012. In 2021, Tennessee (51.1 mg/person) remained the highest-prescribing state with a 3.0-fold difference relative to Texas (17.2 mg/person). The average hospital decrease (-73.9%) from 2012 to 2021 was larger than that of pharmacies (-58.2%). CONCLUSIONS The national 59.9% decline in morphine in the last decade may be attributable to prioritization of the US opioid crisis as a public concern. Further research is necessary to understand the persistent regional difference between states.
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Affiliation(s)
- Megan E Dowd
- Geisinger Commonwealth School of Medicine, Scranton, PA, USA
| | - E Jessica Tang
- Geisinger Commonwealth School of Medicine, Scranton, PA, USA
| | - Kurlya T Yan
- Geisinger Commonwealth School of Medicine, Scranton, PA, USA.
| | - Kenneth L McCall
- Binghamton University, Binghamton, NY, USA; University of New England, Portland, ME, USA
| | - Brian J Piper
- Geisinger Commonwealth School of Medicine, Scranton, PA, USA; Center for Pharmacy Innovation & Outcomes, Danville, PA, USA.
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Liu EY, McCall KL, Piper BJ. Variation in adverse drug events of opioids in the United States. Front Pharmacol 2023; 14:1163976. [PMID: 37033633 PMCID: PMC10079914 DOI: 10.3389/fphar.2023.1163976] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2023] [Accepted: 03/13/2023] [Indexed: 04/11/2023] Open
Abstract
Background: The United States (US) ranks high, nationally, in opioid consumption. The ongoing increase in the misuse and mortality amid the opioid epidemic has been contributing to its rising cost. The worsening health and economic impact of opioid use disorder in the US warrants further attention. We, therefore, assessed commonly prescribed opioids to determine the opioids that were over-represented versus under-represented for adverse drug events (ADEs) to better understand their distribution patterns using the Food and Drug Administration's Adverse Event Reporting System (FAERS) while correcting for distribution using the Drug Enforcement Administration's Automation of Reports and Consolidated Orders System (ARCOS). Comparing the ratio of the percentage of adverse drug events as reported by the FAERS relative to the percentage of distribution as reported by the ARCOS database is a novel approach to evaluate post-marketing safety surveillance and may inform healthcare policies and providers to better regulate the use of these opioids. Methods: We analyzed the adverse events for 11 prescription opioids, when correcting for distribution, and their ratios for three periods, 2006-2010, 2011-2016, and 2017-2021, in the US. The opioids include buprenorphine, codeine, fentanyl, hydrocodone, hydromorphone, meperidine, methadone, morphine, oxycodone, oxymorphone, and tapentadol. Oral morphine milligram equivalents (MMEs) were calculated by conversions relative to morphine. The relative ADEs of the selected opioids, opioid distributions, and ADEs relative to distribution ratios were analyzed for the 11 opioids. Results: Oxycodone, fentanyl, and morphine accounted for over half of the total number of ADEs (n = 667,969), while meperidine accounted for less than 1%. Opioid distributions were relatively constant over time, with methadone repeatedly accounting for the largest proportions. Many ADE-to-opioid distribution ratios increased over time, with meperidine (60.6), oxymorphone (11.1), tapentadol (10.3), and hydromorphone (7.9) being the most over-represented for ADEs in the most recent period. Methadone was under-represented (<0.20) in all the three periods. Conclusion: The use of the FAERS with the ARCOS provides insights into dynamic changes in ADEs of the selected opioids in the US. There is further need to monitor and address the ADEs of these drugs.
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Affiliation(s)
- Edward Y. Liu
- Department of Medical Education, Geisinger Commonwealth School of Medicine, Scranton, PA, United States
- *Correspondence: Edward Y. Liu,
| | - Kenneth L. McCall
- Department of Pharmacy Practice, Binghamton University, Binghamton, NY, United States
| | - Brian J. Piper
- Department of Medical Education, Geisinger Commonwealth School of Medicine, Scranton, PA, United States
- Center for Pharmacy Innovation and Outcomes, Geisinger, Danville, PA, United States
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