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Sahebi-Fakhrabad A, Sadeghi AH, Kemahlioglu-Ziya E, Handfield R. Exploring Opioid Prescription Patterns and Overdose Rates in South Carolina (2017-2021): Insights into Rising Deaths in High-Risk Areas. Healthcare (Basel) 2024; 12:1268. [PMID: 38998803 PMCID: PMC11241688 DOI: 10.3390/healthcare12131268] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2024] [Revised: 06/19/2024] [Accepted: 06/24/2024] [Indexed: 07/14/2024] Open
Abstract
With opioid overdose rates on the rise, we aimed to develop a county-level risk stratification that specifically focused on access to medications for opioid use disorder (MOUDs) and high overdose rates. We examined over 15 million records from the South Carolina Prescription Tracking System (SCRIPTS) across 46 counties. Additionally, we incorporated data from opioid treatment programs, healthcare professionals prescribing naltrexone, clinicians with buprenorphine waivers, and county-level overdose fatality statistics. To assess the risk of opioid misuse, we classified counties into high-risk and low-risk categories based on their prescription rates, overdose fatalities, and treatment service availability. Statistical methods employed included the two-sample t-test and linear regression. The t-test assessed the differences in per capita prescription rates between high-risk and low-risk counties. Linear regression was used to analyze the trends over time. Our study showed that between 2017 and 2021, opioid prescriptions decreased from 64,223 to 41,214 per 100,000 residents, while fentanyl-related overdose deaths increased by 312%. High-risk counties had significantly higher rates of fentanyl prescriptions and relied more on out-of-state doctors. They also exhibited higher instances of doctor shopping and had fewer medical doctors per capita, with limited access to MOUDs. To effectively combat the opioid crisis, we advocate for improved local healthcare infrastructure, broader treatment access, stricter management of out-of-state prescriptions, and vigilant tracking of prescription patterns. Tailored local strategies are essential for mitigating the opioid epidemic in these communities.
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Affiliation(s)
- Amirreza Sahebi-Fakhrabad
- Department of Industrial and Systems Engineering, North Carolina State University, Raleigh, NC 27606, USA; (A.S.-F.); (A.H.S.)
| | - Amir Hossein Sadeghi
- Department of Industrial and Systems Engineering, North Carolina State University, Raleigh, NC 27606, USA; (A.S.-F.); (A.H.S.)
| | - Eda Kemahlioglu-Ziya
- Department of Business Management, Poole College of Management, North Carolina State University, Raleigh, NC 27695, USA;
| | - Robert Handfield
- Department of Business Management, Poole College of Management, North Carolina State University, Raleigh, NC 27695, USA;
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DeSisto CL, Terplan M, Kacha-Ochana A, Green JL, Mueller T, Cox S, Ko JY. Buprenorphine use and setting type among reproductive-aged women self-reporting nonmedical prescription opioid use. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2023; 155:209083. [PMID: 37245854 PMCID: PMC10676438 DOI: 10.1016/j.josat.2023.209083] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/20/2022] [Revised: 04/11/2023] [Accepted: 05/23/2023] [Indexed: 05/30/2023]
Abstract
INTRODUCTION Screening for opioid misuse and treatment for opioid use disorder are critical for reducing morbidity and mortality. We sought to understand the extent of self-reported past 30-day buprenorphine use in various settings among women of reproductive age with self-reported nonmedical prescription opioid use being assessed for substance use problems. METHODS The study collected data from individuals being assessed for substance use problems using the Addiction Severity Index-Multimedia Version in 2018-2020. We stratified the sample of 10,196 women ages 12-55 self-reporting past 30-day nonmedical prescription opioid use by buprenorphine use and setting type. We categorized setting types as: buprenorphine in specialty addiction treatment, buprenorphine in office-based opioid treatment, and diverted buprenorphine. We included each woman's first intake assessment during the study period. The study assessed number of buprenorphine products, reasons for using buprenorphine, and sources of buprenorphine procurement. The study calculated frequency of reasons for using buprenorphine to treat opioid use disorder outside of a doctor-managed treatment, overall and by race/ethnicity. RESULTS Overall, 25.5 % of the sample used buprenorphine in specialty addiction treatment, 6.1 % used buprenorphine prescribed in office-based treatment, 21.7 % used diverted buprenorphine, and 46.7 % reported no buprenorphine use during the past 30 days. Among women who reported using buprenorphine to treat opioid use disorder, but not as part of a doctor-managed treatment, 72.3 % could not find a provider or get into a treatment program, 21.8 % did not want to be part of a program or see a provider, and 6.0 % reported both; a higher proportion of American Indian/Alaska Native women (92.1 %) reported that they could not find a provider or get into a treatment program versus non-Hispanic White (78.0 %), non-Hispanic Black (76.0 %), and Hispanic (75.0 %) women. CONCLUSIONS Appropriate screening for nonmedical prescription opioid use to assess need for treatment with medication for opioid use disorder is important for all women of reproductive age. Our data highlight opportunities to improve treatment program accessibility and availability and support the need to increase equitable access for all women.
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Affiliation(s)
- Carla L DeSisto
- Division of Reproductive Health, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, 4770 Buford Hwy NE, Chamblee, GA 30341, United States of America.
| | - Mishka Terplan
- Friends Research Institute, 1040 Park Ave, Baltimore, MD 21201, United States of America
| | - Akadia Kacha-Ochana
- Office of Strategy and Innovation, National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, 4770 Buford Hwy NE, Chamblee, GA 30341, United States of America
| | - Jody L Green
- Integrated Behavioral Health, Inflexxion, 2 Park Plaza, Suite 1200, Irvine, CA 92614, United States of America
| | - Trisha Mueller
- Division of Reproductive Health, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, 4770 Buford Hwy NE, Chamblee, GA 30341, United States of America
| | - Shanna Cox
- Division of Reproductive Health, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, 4770 Buford Hwy NE, Chamblee, GA 30341, United States of America
| | - Jean Y Ko
- Division of Reproductive Health, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, 4770 Buford Hwy NE, Chamblee, GA 30341, United States of America
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Kennalley AL, Fanelli JL, Furst JA, Mynarski NJ, Jarvis MA, Nichols SD, McCall KL, Piper BJ. Dynamic changes in methadone utilisation for opioid use disorder treatment: a retrospective observational study during the COVID-19 pandemic. BMJ Open 2023; 13:e074845. [PMID: 37973543 PMCID: PMC10661065 DOI: 10.1136/bmjopen-2023-074845] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/19/2023] [Accepted: 10/18/2023] [Indexed: 11/19/2023] Open
Abstract
OBJECTIVES Opioid use disorder (OUD) is a major public health concern in the USA, resulting in high rates of overdose and other negative outcomes. Methadone, an OUD treatment, has been shown to be effective in reducing the risk of overdose and improving overall health and quality of life. This study analysed the distribution of methadone for the treatment of OUD across the USA over the past decade and through the COVID-19 pandemic. DESIGN Retrospective observational study using secondary data analysis of the Drug Enforcement Administration and Medicaid Databases. SETTING USA. PARTICIPANTS Patients who were dispensed methadone at US opioid treatment programmes (OTPs). PRIMARY AND SECONDARY OUTCOME MEASURES The primary outcomes were the overall pattern in methadone distribution and the number of OTPs in the USA per year. The secondary outcome was Medicaid prescriptions for methadone. RESULTS Methadone distribution for OUD has expanded significantly over the past decade, with an average state increase of +96.96% from 2010 to 2020. There was a significant increase in overall distribution of methadone to OTP from 2010 to 2020 (+61.00%, p<0.001) and from 2015 to 2020 (+26.22%, p<0.001). However, the distribution to OTPs did not significantly change from 2019 to 2021 (-5.15%, p=0.491). There was considerable state-level variation in methadone prescribing to Medicaid patients with four states having no prescriptions. CONCLUSIONS There have been dynamic changes in methadone distribution for OUD. Furthermore, pronounced variation in methadone distribution among states was observed, with some states having no OTPs or Medicaid coverage. New policies are urgently needed to increase access to methadone treatment, address the opioid epidemic in the USA and reduce overdose deaths.
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Affiliation(s)
- Amy L Kennalley
- Department of Medical Education, Geisinger Commonwealth School of Medicine, Scranton, Pennsylvania, USA
| | - Jessica L Fanelli
- Department of Medical Education, Geisinger Commonwealth School of Medicine, Scranton, Pennsylvania, USA
| | - John A Furst
- Department of Medical Education, Geisinger Commonwealth School of Medicine, Scranton, Pennsylvania, USA
| | - Nicholas J Mynarski
- Department of Medical Education, Geisinger Commonwealth School of Medicine, Scranton, Pennsylvania, USA
| | - Margaret A Jarvis
- Division of Addiction Medicine, Department of Psychiatry, Geisinger Clinic, Danville, Pennsylvania, USA
| | - Stephanie D Nichols
- Department of Pharmacy Practice, University of New England, Portland, Maine, USA
| | - Kenneth L McCall
- Department of Pharmacy Practice, Binghamton University, Binghamton, New York, USA
| | - Brian J Piper
- Department of Medical Education, Geisinger Commonwealth School of Medicine, Scranton, Pennsylvania, USA
- Center for Pharmacy Innovation and Outcomes, Danville, Pennsylvania, USA
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Heidbreder C, Fudala PJ, Greenwald MK. History of the discovery, development, and FDA-approval of buprenorphine medications for the treatment of opioid use disorder. DRUG AND ALCOHOL DEPENDENCE REPORTS 2023; 6:100133. [PMID: 36994370 PMCID: PMC10040330 DOI: 10.1016/j.dadr.2023.100133] [Citation(s) in RCA: 15] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/11/2022] [Revised: 01/06/2023] [Accepted: 01/09/2023] [Indexed: 01/12/2023]
Abstract
Buprenorphine-based medications were first approved by the United States Food and Drug Administration in 2002 for the treatment of opioid dependence, or opioid use disorder (OUD) as the condition is presently known. This regulatory milestone was the outcome of 36 years of research and development, which also led to the development and approval of several other new buprenorphine-based medications. In this short review, we first describe the discovery and early development stages of buprenorphine. Second, we review key steps that led to the development of buprenorphine as a drug product. Third, we explain the regulatory approval of several buprenorphine-based medications for the treatment of OUD. We also discuss these developments in the context of the evolution of regulations and policies that have progressively improved OUD treatment availability and efficacy, although challenges remain in removing system-level, provider-level, and local-level barriers to quality treatment, to integrating OUD treatment into routine care and other settings, to reducing disparities in access to treatment, and to optimizing person-centered outcomes.
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Affiliation(s)
| | - Paul J. Fudala
- Indivior Plc, North Chesterfield, VA, United States of America
| | - Mark K. Greenwald
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit, Michigan, United States of America
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Moses TE, Rhodes GL, Tavakoli E, Christensen CW, Amirsadri A, Greenwald MK. Predictors of Retention and Drug Use Among Patients With Opioid Use Disorder Transferred to a Specialty "Second Chance" Methadone Program. Subst Abuse 2022; 16:11782218221138335. [PMID: 36407024 PMCID: PMC9669697 DOI: 10.1177/11782218221138335] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2022] [Accepted: 10/22/2022] [Indexed: 11/17/2022]
Abstract
Background Many patients in methadone treatment have difficulty achieving or maintaining drug abstinence, and many clinics have policies that lead to discharging these patients. We designed a pilot "Second Chance" (SC) program for patients scheduled to be discharged from other local methadone clinics to be transferred to our clinic. Aim Determine whether SC patients' retention and opioid use is related to physical or mental health conditions, non-opioid substance use, or treatment features. Methods From December 2012 to December 2014, this program enrolled 70 patients who were discharged from other clinics in the area; we were their last remaining option for methadone treatment. Unlike the clinic's standard policies, the treatment focus for SC patients was retention rather than abstinence. This program focused on connection to care (eg, psychiatric services) and enabled patients to continue receiving services despite ongoing substance use. Each patient was assessed at treatment entry and followed until June 2016 to evaluate outcomes. Results SC patients receiving disability benefits (n = 37) vs. non-disabled (n = 33) had significantly (P < .05) higher rates of current DSM-IV Axis I psychiatric diagnosis (97% vs 70%), prescriptions for opioids (84% vs 55%) and benzodiazepines (65% vs 27%), and higher methadone doses at admission (58 vs 46 mg) but did not differ significantly in rates of 6-month or 1-year retention (77% and 56%, respectively) or all-drug use (39% positive urine drug screens). Methadone doses >65 mg predicted significantly longer retention and less opioid use, but these effects were not moderated by baseline characteristics. Conclusions Patients in methadone treatment struggling to achieve abstinence may benefit from retention-oriented harm-reduction programs. Higher methadone doses can improve retention and opioid abstinence despite psychiatric comorbidities. Further work is needed to improve program implementation and outcomes in this complex population.
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Affiliation(s)
- Tabitha E Moses
- Department of Psychiatry and Behavioral
Neurosciences, Wayne State University School of Medicine, Detroit, MI, USA
| | - Gary L Rhodes
- Department of Psychiatry and Behavioral
Neurosciences, Wayne State University School of Medicine, Detroit, MI, USA
| | - Emytis Tavakoli
- Ontario Shores Centre for Mental Health
Sciences, Toronto, CA, Canada
| | - Carl W Christensen
- Department of Psychiatry and Behavioral
Neurosciences, Wayne State University School of Medicine, Detroit, MI, USA
| | - Alireza Amirsadri
- Department of Psychiatry and Behavioral
Neurosciences, Wayne State University School of Medicine, Detroit, MI, USA
| | - Mark K Greenwald
- Department of Psychiatry and Behavioral
Neurosciences, Wayne State University School of Medicine, Detroit, MI, USA,Mark K Greenwald, Department of Psychiatry
and Behavioral Neurosciences, Wayne State University School of Medicine, 3901
Chrysler Service Drive, Suite 2A, Detroit, MI 48201, USA.
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Greenwald MK, Ghosh S, Winston JR. A randomized, sham-controlled, quintuple-blinded trial to evaluate the NET device as an alternative to medication for promoting opioid abstinence. Contemp Clin Trials Commun 2022; 30:101018. [PMID: 36303593 PMCID: PMC9593273 DOI: 10.1016/j.conctc.2022.101018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2022] [Revised: 09/04/2022] [Accepted: 10/17/2022] [Indexed: 11/25/2022] Open
Abstract
Background There is an unmet need for non-medication approaches to illicit opioid discontinuation and relapse prevention. The NET (NeuroElectric Therapy) Device is a non-invasive, battery-operated, portable, re-useable device designed to deliver bilateral transcranial transcutaneous alternating current electrical stimulation, and is intended to treat opioid use disorder (OUD) without medication. The device is a CE-marked Class IIa, non-significant risk, investigational medical device. Objective This prospective trial (NRC021) tests the hypothesis that the NET Device provides safe and effective neurostimulation treatment for persons with OUD who express a desire to be opioid abstinent without medications for opioid use disorder (MOUD). Methods NRC021 is a randomized, parallel-group, sham-controlled, quintuple-blinded, single-site study. Persons with OUD entering a residential treatment facility for opioid detoxification are assigned to active or sham treatment (n = 50/group). Group assignment is stratified on presence of any current non-opioid substance use disorder and by sex. The biostatistician maintains the blinding so that the study sponsor, principal investigator, research assistants, treatment staff, and participants remain blinded. Following discharge from the inpatient facility, participants are assessed once weekly over 12 weeks for substance use (using timeline followback interview and video assessment of observed oral fluid sample provision and testing). The primary efficacy endpoint is each participant's overall percentage of weekly abstinence from illicit opioid use without use of MOUD. The secondary efficacy endpoint is each participant's percentage of non-opioid drug-free weeks. Safety outcomes are also measured. Conclusion NRC021 is designed to assess the efficacy of a novel non-medication treatment for OUD. Clinical trial registration ClinicalTrials.gov with the identifier NCT04916600.
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Affiliation(s)
- Mark K. Greenwald
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit, MI, USA,Corresponding author. Department of Psychiatry and Behavioral Neurosciences, Tolan Park Medical Building, 3901 Chrysler Service Drive, Suite 2A, Detroit, MI, 48201, USA.
| | - Samiran Ghosh
- Department of Biostatistics and Data Science, University of Texas School of Public Health, Houston, TX, USA
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