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Unar A, Sahito OM, Alsawalha L, Afridi HI, Ataya FS, Bashir MS, Fouad D, Talpur FN, Ali N. Determination of Toxic Elements in Cannabinoid and Opioid Drugs and Their Impact on Addicts' Health: A Comparative Study. Biol Trace Elem Res 2024; 202:5339-5347. [PMID: 38383917 DOI: 10.1007/s12011-024-04096-6] [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: 11/16/2023] [Accepted: 02/05/2024] [Indexed: 02/23/2024]
Abstract
Drug addiction is associated with significant health risks, including cardiovascular complications, cancer, and mental disorders. Illicit drugs, such as cannabinoids and opioids, including prescription medications, are widely consumed and have profound health consequences. Understanding the health effects of the toxic elements in these substances is critical for overdose prevention and effective recovery strategies. This study aimed to determine toxic elements, including arsenic (As), cadmium (Cd), mercury (Hg), and nickel (Ni), in cannabinoid and opioid drugs and in biological samples (whole blood, scalp hair, and serum) from 311 male drug abuse patients aged 15-60 years with a history of drug abuse. The participants were categorized into three age groups. The comparative analysis involved 113 reference subjects of the same age groups. The sample preparation employed microwave-assisted acid digestion, and the toxic elements were quantified using atomic absorption spectrophotometry. Accuracy was ensured using certified reference materials for hair, whole blood, and serum samples. Drug-addicted subjects had significantly higher concentrations of toxic elements (arsenic, cadmium, mercury, and nickel) in biological samples than referent subjects (p > 0.001). Elevated levels of these toxic elements may increase susceptibility to infections, possibly due to malnutrition, drug-related effects, and additional contaminants. These findings necessitate further studies to explore the long-term health outcomes, potential treatment options, and broader socioeconomic impacts of substance abuse. This study serves as a baseline for future research in this critical public health field.
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Affiliation(s)
- Ahsanullah Unar
- Department of Precision Medicine, University of Campania 'L. Vanvitelli', 80138, Naples, Italy.
| | - Oan Muhammad Sahito
- National Centre of Excellence in Analytical Chemistry, University of Sindh, Jamshoro, 76080, Pakistan
| | | | - Hassan Imran Afridi
- National Centre of Excellence in Analytical Chemistry, University of Sindh, Jamshoro, 76080, Pakistan.
| | - Farid Shokry Ataya
- Department of Biochemistry, College of Science, King Saud University, P.O. Box 2455, 11451, Riyadh, Saudi Arabia
| | - Muhammad Sohail Bashir
- Institutes of Physical Science and Information Technology, Key Laboratory of Structure and Functional Regulation of Hybrid Materials of Ministry of Education, Anhui University, Hefei, 230601, China
- CAS Key Laboratory of Soft Matter Chemistry, Department of Polymer Science and Engineering, University of Science and Technology of China, 230026, Hefei, China
| | - Dalia Fouad
- Department of Zoology, College of Science, King Saud University, PO Box 22452, 11495, Riyadh, Saudi Arabia
| | - Farah Naz Talpur
- National Centre of Excellence in Analytical Chemistry, University of Sindh, Jamshoro, 76080, Pakistan
| | - Naveed Ali
- Department of Political Science, University of Campania 'L. Vanvitelli', 81100, Caserta, Italy
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Hall N, Le L, Abimanyi-Ochom J, Marel C, Mills K, Teesson M, Mihalopoulos C. Estimating the societal cost of heroin dependence in an Australian population engaged in treatment or harm reduction services. Drug Alcohol Depend 2024; 264:112447. [PMID: 39317118 DOI: 10.1016/j.drugalcdep.2024.112447] [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: 03/14/2024] [Revised: 08/30/2024] [Accepted: 09/07/2024] [Indexed: 09/26/2024]
Abstract
INTRODUCTION Heroin dependence is a public health concern in Australia. High mortality rates, increased risk of physical/mental health comorbidities and increased risk of social issues contribute to a high personal and societal cost. The aim of this paper is to understand the societal cost of heroin dependence in an Australian population. METHODS A longitudinal cohort study of 600 people with heroin dependence were interviewed at five timepoints. Resource use was determined from interviews and was multiplied by unit costs to estimate the annual healthcare, productivity, crime and other costs (homelessness, heroin drug and prison costs). The monetary value of premature mortality was calculated using the value of a statistical life year method. RESULTS The annual mean societal cost of heroin dependence in Australia was A$120,599/person. This included healthcare costs (A$10,055), lost productivity costs (A$63,158), crime costs (A$7204) and other costs (A$40,182). Healthcare costs, lost productivity costs, crime costs and other costs trended downwards over the five waves. Lost productivity was the highest cost contributor (52 %), followed by heroin drug (25 %). The estimated number of life years lost due to heroin over the 11-year study period was 2703 years, which approximates to a monetary value of premature death of $213 million. DISCUSSION AND CONCLUSIONS The significant societal cost emphasises the importance of providing resources to heroin dependence. The cost of lost productivity, crime and heroin contributed to over 80 % of the total costs, which highlights the illicit nature and reduced capacity to work contributes to the high costs to society.
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Affiliation(s)
- Natasha Hall
- School of Health and Social Development, Deakin University, Australia.
| | - Long Le
- Public Health and Preventative Medicine, Monash University, Australia
| | | | - Christina Marel
- Centre of Research Excellence in Mental Health and Substance Use, The University of Sydney, Australia
| | - Katherine Mills
- Centre of Research Excellence in Mental Health and Substance Use, The University of Sydney, Australia
| | - Maree Teesson
- Centre of Research Excellence in Mental Health and Substance Use, The University of Sydney, Australia
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Chang SA, Balouch A, Nahyoon WA, Raja AA. Detection of Trace Elements Se, Cu, and Zn Levels in Biological Samples of Drug Abusers: Halani Sindh, Pakistan. Biol Trace Elem Res 2024; 202:4869-4876. [PMID: 38196054 DOI: 10.1007/s12011-023-04056-6] [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: 10/12/2023] [Accepted: 12/30/2023] [Indexed: 01/11/2024]
Abstract
Illicit drug use has become a global issue, posing significant health, socioeconomic, and cultural risks. The study examined essential trace metals: selenium, zinc, and copper in blood concentrations, as well as in serum and scalp hair samples, from 240 male drug-abuse subjects/patients aged 18-45, categorized into three age groups. The study compared 45 healthy subjects of the same age group using an acid digestion method supported by a microwave oven during sample preparation. The technique of atomic absorption spectrometry was employed to identify essential and toxic elements, utilizing certified reference materials for accuracy. According to a recent study, plasma zinc and selenium concentrations in drug abusers are lower than those in referent subjects, potentially increasing vulnerability to infection due to poor nutritional status or other contaminants.
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Affiliation(s)
- Sajjad Ali Chang
- National Centre of Excellence in Analytical Chemistry, University of Sindh, Jamshoro, 76080, Pakistan.
- Institute of Forensic Sciences Forensic Medicine and Toxicology, Liaquat University of Medical and Health Sciences, Jamshoro, 76090, Pakistan.
| | - Aamna Balouch
- National Centre of Excellence in Analytical Chemistry, University of Sindh, Jamshoro, 76080, Pakistan
| | - Waheed Ali Nahyoon
- Institute of Forensic Sciences Forensic Medicine and Toxicology, Liaquat University of Medical and Health Sciences, Jamshoro, 76090, Pakistan
| | - Aamir Ali Raja
- Jeejal Mau Institute of Physiotherapy and Rehabilitation Sciences, Liaquat University of Medical and Health Sciences, Jamshoro, 76090, Pakistan
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León PJ, Altermatt FR, Vega EA, Elgueta MF, Léniz J. Opioid use in Latin America: Chronicle of a death foretold? J Glob Health 2024; 14:03040. [PMID: 39422119 PMCID: PMC11487520 DOI: 10.7189/jogh.14.03040] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2024] Open
Affiliation(s)
- Paula J León
- División de Anestesiología, Escuela de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Fernando R Altermatt
- División de Anestesiología, Escuela de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Eduardo A Vega
- División de Anestesiología, Escuela de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - María F Elgueta
- División de Anestesiología, Escuela de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Javiera Léniz
- Departamento de Salud Pública, Escuela de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile
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Young GJ, Zhu T, Hasan MM, Alinezhad F, Young LD, Noor-E-Alam M. Patient outcomes following buprenorphine treatment for opioid use disorder: A retrospective analysis of the influence of patient- and prescriber-level characteristics in Massachusetts, USA. Addiction 2024. [PMID: 39397274 DOI: 10.1111/add.16684] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/13/2023] [Accepted: 08/28/2024] [Indexed: 10/15/2024]
Abstract
BACKGROUND AND AIMS Opioid use disorder (OUD) is treatable with buprenorphine/naloxone (buprenorphine), but many patients discontinue treatment prematurely. The aim of this study was to assess the influence of patient- and prescriber-level characteristics relative to several patient outcomes following the initiation of buprenorphine treatment for OUD. DESIGN This was a retrospective observational investigation. We used the Public Health Data Warehouse from the Massachusetts Department of Public Health to construct a sample of patients who initiated buprenorphine treatment between 2015 and 2019. We attributed each patient to a prescriber based on information from prescription claims. We used multilevel models to assess the influence of patient- and prescriber-level characteristics on each outcome. SETTING Massachusetts, USA. PARTICIPANTS The study cohort comprised 37 955 unique patients and 2146 prescribers. Among patients, 64.6% were male, 52.6% were under the age of 35 and 82.2% were White, non-Hispanic. For insurance coverage, 72.1% had Medicaid. MEASUREMENTS The outcome measures were poor medication continuity, treatment discontinuation and opioid overdose, all assessed within a 12-month follow-up period that began with a focal prescription for buprenorphine. Each patient had a single follow-up period. Poor medication continuity was defined as medication gaps totaling more than 7 days during the initial 180 days of buprenorphine treatment and treatment discontinuation was defined as having a medication gap for 2 consecutive months within the 12-month follow-up period. FINDINGS The patient-level rates for poor medication continuity, treatment discontinuation and opioid overdose were 59.7% [95% confidence interval (CI) = 59.2-60.2], 57.4% (95% CI = 56.9-57.9) and 10.3% (95% CI = 10.0-10.6), respectively, with 1.1% (95% CI = 1.0-1.2) experiencing a fatal opioid overdose. At the patient level, after adjustment for covariates, adverse outcomes were associated with race/ethnicity as both Black, non-Hispanic and Hispanic patients had worse outcomes than did White, non-Hispanic patients (Black, non-Hispanic -- poor continuity: 1.50, 95% CI = 1.34-1.68; discontinuation: 1.44, 95% CI = 1.30-1.60; Hispanic -- poor continuity: 1.21, 95% CI = 1.12-1.31; discontinuation: 1.38, 95% CI = 1.28-1.48). Patients with insurance coverage through Medicaid also had worse outcomes than those with commercial insurance (poor continuity: 1.18, 95% CI = 1.11-1.26; discontinuation: 1.09, 95% CI = 1.03-1.16; overdose: 1.98, 95% CI = 1.75-2.23). Pre-treatment mental health conditions and other types of chronic illness were also associated with worse outcomes (History of mental health conditions -- poor continuity: 1.11, 95% CI = 1.06-1.17; discontinuation: 1.05, CI = 1.01-1.10; overdose: 1.47, 95% CI = 1.36-1.60; Chronic health conditions -- poor continuity: 1.15, 95% CI = 1.05-1.27; discontinuation: 1.15, 95% CI = 1.05-1.26; overdose: 1.83, 95% CI = 1.60-2.10; History of substance use disorder other than for opioids -- poor continuity: 1.54, 95% CI = 1.46-1.62; discontinuation: 1.54, 95% CI = 1.47-1.62; overdose: 1.93, 95% CI = 1.80-2.07). At the prescriber level, after adjustments for covariates, adverse outcomes were associated with clinical training, as primary care physicians had higher rates of adverse outcomes than psychiatrists (poor continuity: 1.12, 95% CI = 1.02-1.23; discontinuation: 1.04, 95% CI = 1.01-1.09). A larger prescriber panel size, based on number of patients being prescribed buprenorphine, was also associated with higher rates of adverse outcomes (poor continuity: 1.36, 95% CI = 1.27-1.46; discontinuation: 1.21, 95% CI = 1.14-1.28; overdose: 1.10, 95% CI = 1.01-1.19). Between 9% and 15% of the variation among patients for the outcomes was accounted for at the prescriber level. CONCLUSIONS Patient- and prescriber-level characteristics appear to be associated with patient outcomes following buprenorphine treatment for opioid use disorder. In particular, patients' race/ethnicity and insurance coverage appear to be associated with substantial disparities in outcomes, and prescriber characteristics appear to be most closely associated with medication continuity during early treatment.
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Affiliation(s)
- Gary J Young
- Center for Health Policy and Healthcare Research, Northeastern University, Boston, MA, USA
- Bouve College of Health Sciences, Northeastern University, Boston, MA, USA
- D'Amore-McKim School of Business, Northeastern University, Boston, MA, USA
| | - Tianjie Zhu
- Center for Health Policy and Healthcare Research, Northeastern University, Boston, MA, USA
- Department of Mechanical and Industrial Engineering, Northeastern University, Boston, MA, USA
| | - Md Mahmudul Hasan
- Department of Information Systems and Operations Management, Warrington College of Business and Department of Pharmaceutical Outcomes and Policy, School of Pharmacy, University of Florida, Gainesville, FL, USA
| | - Farbod Alinezhad
- Center for Health Policy and Healthcare Research, Northeastern University, Boston, MA, USA
| | - Leonard D Young
- Prescription Monitoring Program, Massachusetts Department of Public Health, Boston, MA, USA
| | - Md Noor-E-Alam
- Center for Health Policy and Healthcare Research, Northeastern University, Boston, MA, USA
- Department of Mechanical and Industrial Engineering, Northeastern University, Boston, MA, USA
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Huynh MNQ, Yuan M, Gallo L, Olaiya OR, Barkho J, McRae M. Opioid Consumption After Upper Extremity Surgery: A Systematic Review. Hand (N Y) 2024; 19:1002-1011. [PMID: 36960481 PMCID: PMC11342701 DOI: 10.1177/15589447231160211] [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] [Indexed: 03/25/2023]
Abstract
There is currently an overprescription of opioids, which may result in abuse and diversion of narcotics. The aim of this systematic review was to investigate opioid prescription practices and consumption by patients after upper extremity surgery. This review was registered a priori on Open Science Framework (osf.io/6u5ny) and adhered to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. A search strategy was performed using MEDLINE, Embase, PubMed, and Cochrane Central Register of Controlled Trials databases (from their inception to October 17, 2021). Prospective studies investigating opioid consumption of patients aged 18 years or older undergoing upper extremity surgeries were included. The Risk of Bias in Nonrandomized Studies of Interventions and Risk of Bias 2.0 tools were used for quality assessment. In total, 21 articles met the inclusion criteria, including 7 randomized controlled trials and 14 prospective cohort studies. This represented 4195 patients who underwent upper extremity surgery. Most patients took less than half of the prescribed opioids. The percentage of opioids consumed ranged from 11% to 77%. There was moderate to severe risk of bias among the included studies. This review demonstrated that there is routinely excessive opioid prescription relative to consumption after upper limb surgery. Additional randomized trials are warranted, particularly with standardized reporting of opioid consumption and assessment of patient-reported outcomes.
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Affiliation(s)
| | | | - Lucas Gallo
- McMaster University, Hamilton, Ontario, Canada
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Zhuang GZ, Goins WF, Kandel MB, Marzulli M, Zhang M, Glorioso JC, Kang Y, Levitt AE, Sarantopoulos KD, Levitt RC. Disease-modifying rdHSV-CA8* non-opioid analgesic gene therapy treats chronic osteoarthritis pain by activating Kv7 voltage-gated potassium channels. Front Mol Neurosci 2024; 17:1416148. [PMID: 39086927 PMCID: PMC11289847 DOI: 10.3389/fnmol.2024.1416148] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2024] [Accepted: 06/13/2024] [Indexed: 08/02/2024] Open
Abstract
Chronic pain is common in our population, and most of these patients are inadequately treated, making the development of safer analgesics a high priority. Knee osteoarthritis (OA) is a primary cause of chronic pain and disability worldwide, and lower extremity OA is a major contributor to loss of quality-adjusted life-years. In this study we tested the hypothesis that a novel JDNI8 replication-defective herpes simplex-1 viral vector (rdHSV) incorporating a modified carbonic anhydrase-8 transgene (CA8*) produces analgesia and treats monoiodoacetate-induced (MIA) chronic knee pain due to OA. We observed transduction of lumbar DRG sensory neurons with these viral constructs (vHCA8*) (~40% of advillin-positive cells and ~ 50% of TrkA-positive cells colocalized with V5-positive cells) using the intra-articular (IA) knee joint (KJ) route of administration. vHCA8* inhibited chronic mechanical OA knee pain induced by MIA was dose- and time-dependent. Mechanical thresholds returned to Baseline by D17 after IA KJ vHCA8* treatment, and exceeded Baseline (analgesia) through D65, whereas negative controls failed to reach Baseline responses. Weight-bearing and automated voluntary wheel running were improved by vHCA8*, but not negative controls. Kv7 voltage-gated potassium channel-specific inhibitor XE-991 reversed vHCA8*-induced analgesia. Using IHC, IA KJ of vHCA8* activated DRG Kv7 channels via dephosphorylation, but negative controls failed to impact Kv7 channels. XE-991 stimulated Kv7.2-7.5 and Kv7.3 phosphorylation using western blotting of differentiated SH-SY5Y cells, which was inhibited by vHCA8* but not by negative controls. The observed prolonged dose-dependent therapeutic effects of IA KJ administration of vHCA8* on MIA-induced chronic KJ pain due to OA is consistent with the specific activation of Kv7 channels in small DRG sensory neurons. Together, these data demonstrate for the first-time local IA KJ administration of vHCA8* produces opioid-independent analgesia in this MIA-induced OA chronic pain model, supporting further therapeutic development.
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Affiliation(s)
- Gerald Z. Zhuang
- Department of Anesthesiology, Perioperative Medicine and Pain Management, University of Miami Miller School of Medicine, Miami, FL, United States
| | - William F. Goins
- Department of Microbiology and Molecular Genetics, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
| | - Munal B. Kandel
- Department of Anesthesiology, Perioperative Medicine and Pain Management, University of Miami Miller School of Medicine, Miami, FL, United States
| | - Marco Marzulli
- Department of Microbiology and Molecular Genetics, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
| | - Mingdi Zhang
- Department of Microbiology and Molecular Genetics, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
| | - Joseph C. Glorioso
- Department of Microbiology and Molecular Genetics, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
| | - Yuan Kang
- Department of Anesthesiology, Perioperative Medicine and Pain Management, University of Miami Miller School of Medicine, Miami, FL, United States
| | - Alexandra E. Levitt
- Bascom Palmer Eye Institute, University of Miami Miller School of Medicine, Miami, FL, United States
| | - Konstantinos D. Sarantopoulos
- Department of Anesthesiology, Perioperative Medicine and Pain Management, University of Miami Miller School of Medicine, Miami, FL, United States
- Bascom Palmer Eye Institute, University of Miami Miller School of Medicine, Miami, FL, United States
| | - Roy C. Levitt
- Department of Anesthesiology, Perioperative Medicine and Pain Management, University of Miami Miller School of Medicine, Miami, FL, United States
- Bascom Palmer Eye Institute, University of Miami Miller School of Medicine, Miami, FL, United States
- John T. MacDonald Foundation Department of Human Genetics, University of Miami Miller School of Medicine, Miami, FL, United States
- John P. Hussman Institute for Human Genomics, University of Miami Miller School of Medicine, Miami, FL, United States
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Barbosa C, Dowd WN, Buell N, Allaire B, Bobashev G. Simulated impact of medicaid expansion on the economic burden of opioid use disorder in North Carolina. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2024; 128:104449. [PMID: 38733650 PMCID: PMC11213665 DOI: 10.1016/j.drugpo.2024.104449] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2023] [Revised: 04/23/2024] [Accepted: 04/30/2024] [Indexed: 05/13/2024]
Abstract
BACKGROUND Opioid use disorder (OUD) imposes significant costs on state and local governments. Medicaid expansion may lead to a reduction in the cost burden of OUD to the state. METHODS We estimated the health care, criminal justice and child welfare costs, and tax revenue losses, attributable to OUD and borne by the state of North Carolina in 2022, and then estimated changes in the same domains following Medicaid expansion in North Carolina (adopted in December 2023). Analyses used existing literature on the national and state-level costs attributable to OUD to estimate individual-level health care, criminal justice, and child welfare system costs, and lost tax revenues. We combined Individual-level costs and prevalence estimates to estimate costs borne by the state before Medicaid expansion. Changes in costs after expansion were computed based on a) medication for opioid use disorder (MOUD) access for new enrollees and b) shifting of responsibility for some health care costs from the state to the federal government. Monte Carlo simulation accounted for the impact of parameter uncertainty. Dollar estimates are from the 2022 price year, and costs following the first year were discounted at 3 %. RESULTS In 2022, North Carolina incurred costs of $749 million (95 % credible interval [CI]: $305 M-$1,526 M) associated with OUD (53 % in health care, 36 % in criminal justice, 7 % in lost tax revenue, and 4 % in child welfare costs). Expanding Medicaid lowered the cost burden of OUD incurred by the state. The state was predicted to save an estimated $72 million per year (95 % CI: $6 M-$241 M) for the first two years and $30 million per year (95 % CI: -$28 M-$176 M) in subsequent years. Over five years, savings totaled $224 million (95 % CI: -$47 M-$949 M). CONCLUSION Medicaid expansion has the potential to decrease the burden of OUD in North Carolina, and policymakers should expedite its implementation.
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Affiliation(s)
- Carolina Barbosa
- Health Economics Program, RTI International, Research Triangle Park, NC, USA.
| | - William N Dowd
- Health Economics Program, RTI International, Research Triangle Park, NC, USA
| | - Naomi Buell
- Health Economics Program, RTI International, Research Triangle Park, NC, USA
| | - Benjamin Allaire
- Advanced Methods Development, RTI International, Research Triangle Park, NC, USA
| | - Georgiy Bobashev
- Center for Data Science, RTI International, Research Triangle Park, NC, USA
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Fornaro S, Menardi A, Vallesi A. Topological features of functional brain networks and subclinical impulsivity: an investigation in younger and older adults. Brain Struct Funct 2024; 229:865-877. [PMID: 38446245 PMCID: PMC11003924 DOI: 10.1007/s00429-023-02745-5] [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: 09/12/2023] [Accepted: 11/28/2023] [Indexed: 03/07/2024]
Abstract
Impulsive traits (i.e., the tendency to act without forethought regardless of negative outcomes) are frequently found in healthy populations. When exposed to risk factors, individuals may develop debilitating disorders of impulse control (addiction, substance abuse, gambling) characterized by behavioral and cognitive deficits, eventually leading to huge socioeconomic costs. With the far-reaching aim of preventing the onset of impulsive disorders, it is relevant to investigate the topological organization of functional brain networks associated with impulsivity in sub-clinical populations. Taking advantage of the open-source LEMON dataset, we investigated the topological features of resting-state functional brain networks associated with impulsivity in younger (n = 146, age: 20-35) and older (n = 61, age: 59-77) individuals, using a graph-theoretical approach. Specifically, we computed indices of segregation and integration at the level of specific circuits and nodes known to be involved in impulsivity (frontal, limbic, and striatal networks). In younger individuals, results revealed that impulsivity was associated with a more widespread, less clustered and less efficient functional organization, at all levels of analyses and in all selected networks. Conversely, impulsivity in older individuals was associated with reduced integration and increased segregation of striatal regions. Speculatively, such alterations of functional brain networks might underlie behavioral and cognitive abnormalities associated with impulsivity, a working hypothesis worth being tested in future research. Lastly, differences between younger and older individuals might reflect the implementation of age-specific adaptive strategies, possibly accounting for observed differences in behavioral manifestations. Potential interpretations, limitations and implications are discussed.
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Affiliation(s)
- Silvia Fornaro
- Department of Neuroscience (DNS), University of Padova, Padova, Italy.
- Padova Neuroscience Center, University of Padova, Padova, Italy.
| | - Arianna Menardi
- Department of Neuroscience (DNS), University of Padova, Padova, Italy
- Padova Neuroscience Center, University of Padova, Padova, Italy
| | - Antonino Vallesi
- Department of Neuroscience (DNS), University of Padova, Padova, Italy.
- Padova Neuroscience Center, University of Padova, Padova, Italy.
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Chen YH, Xenitidis A, Hoffmann P, Matthews L, Padmanabhan SG, Aravindan L, Ressler R, Sivam I, Sivam S, Gillispie CF, Sadhasivam S. Opioid use disorder in pediatric populations: considerations for perioperative pain management and precision opioid analgesia. Expert Rev Clin Pharmacol 2024; 17:455-465. [PMID: 38626303 PMCID: PMC11116045 DOI: 10.1080/17512433.2024.2343915] [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: 09/09/2023] [Accepted: 04/12/2024] [Indexed: 04/18/2024]
Abstract
INTRODUCTION Opioids are commonly used for perioperative analgesia, yet children still suffer high rates of severe post-surgical pain and opioid-related adverse effects. Persistent and severe acute surgical pain greatly increases the child's chances of chronic surgical pain, long-term opioid use, and opioid use disorder. AREAS COVERED Enhanced recovery after surgery (ERAS) protocols are often inadequate in treating a child's severe surgical pain. Research suggests that 'older' and longer-acting opioids such as methadone are providing better methods to treat acute post-surgical pain. Studies indicate that lower repetitive methadone doses can decrease the incidence of chronic persistent surgical pain (CPSP). Ongoing research explores genetic components influencing severe surgical pain, inadequate opioid analgesia, and opioid use disorder. This new genetic research coupled with better utilization of opioids in the perioperative setting provides hope in personalizing surgical pain management, reducing pain, opioid use, adverse effects, and helping the fight against the opioid pandemic. EXPERT OPINION The opioid and analgesic pharmacogenomics approach can proactively 'tailor' a perioperative analgesic plan to each patient based on underlying polygenic risks. This transition from population-based knowledge of pain medicine to individual patient knowledge can transform acute pain medicine and greatly reduce the opioid epidemic's socioeconomic, personal, and psychological strains globally.
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Affiliation(s)
- Yun Han Chen
- Department of Anesthesiology and Pain Medicine, UPMC Children’s Hospital of Pittsburgh, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | | | - Paul Hoffmann
- Department of Anesthesiology and Pain Medicine, UPMC Children’s Hospital of Pittsburgh, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Leslie Matthews
- Department of Anesthesiology and Pain Medicine, UPMC Children’s Hospital of Pittsburgh, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | | | | | - Ruth Ressler
- Department of Biochemistry and Molecular Biology, The College of Wooster, Wooster, Ohio, USA
| | - Inesh Sivam
- North Allegheny High School, Pittsburgh, Pennsylvania, USA
| | - Sahana Sivam
- North Allegheny High School, Pittsburgh, Pennsylvania, USA
| | - Chase F. Gillispie
- Marshall University Joan C. Edwards School of Medicine, Huntington, West Virginia 25701
| | - Senthilkumar Sadhasivam
- Department of Anesthesiology and Pain Medicine, UPMC Children’s Hospital of Pittsburgh, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
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Hebard S, Weaver G, Hansen WB, Ruppert S. Evaluation of a Pilot Program to Prevent the Misuse of Prescribed Opioids Among Health Care Workers: Repeated Measures Survey Study. JMIR Form Res 2024; 8:e53665. [PMID: 38607664 PMCID: PMC11053396 DOI: 10.2196/53665] [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: 10/25/2023] [Revised: 02/13/2024] [Accepted: 03/13/2024] [Indexed: 04/13/2024] Open
Abstract
BACKGROUND Overprescription of opioids has led to increased misuse of opioids, resulting in higher rates of overdose. The workplace can play a vital role in an individual's intentions to misuse prescription opioids with injured workers being prescribed opioids, at a rate 3 times the national average. For example, health care workers are at risk for injuries, opioid dispensing, and diversion. Intervening within a context that may contribute to risks for opioid misuse while targeting individual psychosocial factors may be a useful complement to interventions at policy and prescribing levels. OBJECTIVE This pilot study assessed the effects of a mobile-friendly opioid misuse intervention prototype tailored for health care workers using the preparation phase of a multiphase optimization strategy design. METHODS A total of 33 health care practitioners participated in the pilot intervention, which included 10 brief web-based lessons aimed at impacting psychosocial measures that underlie opioid misuse. The lesson topics included: addiction beliefs, addiction control, Centers for Disease Control and Prevention guidelines and recommendations, beliefs about patient-provider relationships and communication, control in communicating with providers, beliefs about self-monitoring pain and side effects, control in self-monitoring pain and side effects, diversion and disposal beliefs, diversion and disposal control, and a conclusion lesson. Using a treatment-only design, pretest and posttest surveys were collected. A general linear repeated measures ANOVA was used to assess mean differences from pretest to posttest. Descriptive statistics were used to assess participant feedback about the intervention. RESULTS After completing the intervention, participants showed significant mean changes with increases in knowledge of opioids (+0.459; P<.001), less favorable attitudes toward opioids (-1.081; P=.001), more positive beliefs about communication with providers (+0.205; P=.01), more positive beliefs about pain management control (+0.969; P<.001), and increased intentions to avoid opioid use (+0.212; P=.03). Of the 33 practitioners who completed the program, most felt positive about the information presented, and almost 70% (23/33) agreed or strongly agreed that other workers in the industry should complete a program like this. CONCLUSIONS While attempts to address the opioid crisis have been made through public health policies and prescribing initiatives, opioid misuse continues to rise. Certain industries place workers at greater risk for injury and opioid dispensing, making interventions that target workers in these industries of particular importance. Results from this pilot study show positive impacts on knowledge, attitudes, and beliefs about communicating with providers and pain management control, as well as intentions to avoid opioid misuse. However, the dropout rate and small sample size are severe limitations, and the results lack generalizability. Results will be used to inform program revisions and future optimization trials, with the intention of providing insight for future intervention development and evaluation of mobile-friendly eHealth interventions for employees.
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Affiliation(s)
| | - GracieLee Weaver
- Department of Public Health Education, University of North Carolina Greensboro, Greensboro, NC, United States
| | | | - Scarlett Ruppert
- Department of Public Health Education, University of North Carolina Greensboro, Greensboro, NC, United States
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Shankar DS, Kim J, Bienstock DM, Gao M, Lee Y, Zubizarreta NJ, Poeran J, Lin JD, Chaudhary SB, Hecht AC. Postoperative Opioid Use and Prescribing Patterns among Patients Undergoing Cervical Laminectomy with Instrumented Fusion versus Cervical Laminoplasty with Reconstruction. Global Spine J 2024; 14:561-567. [PMID: 35861211 PMCID: PMC10802526 DOI: 10.1177/21925682221116825] [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] [Indexed: 11/15/2022] Open
Abstract
STUDY DESIGN Retrospective cohort study. OBJECTIVE To compare patterns in opioid usage and prescriptions between patients who undergo cervical laminectomy with instrumented fusion (LF) vs cervical laminoplasty with reconstruction (LP) within single surgeon and national database cohorts. METHODS We identified patients with cervical myelopathy undergoing primary LF or LP in both a single-surgeon series cohort (2004-2018) and a nationally representative cohort drawn from the IBM® Marketscan® database (2014-2016). We recorded opioid usage within 6 months of surgery and identified differences in unadjusted opioid use rates between LF and LP patients. Multivariable logistic regression was used to evaluate the association between procedure type and postoperative opioid use. RESULTS Without adjusting for covariates, LF patients had a higher rate of 6-month opioid use in the single-surgeon cohort (15.7% vs 5.1%, P = .02). After adjusting for covariates, LF patients had higher odds of 6-month postoperative opioid use (OR 2.8 [95% CI 1.0-7.7], P = .04). In the national cohort, without adjusting for covariates, there was no significant difference in 6-month opioid use between LF and LP patients. Even after adjusting for covariates, we found no significant difference in odds. CONCLUSIONS Findings from a single-surgeon cohort reveal that LF is associated with a higher rate of 6-month opioid use than LP. This is at odds with findings from a national database cohort, which suggested that LP and LF patients have similar rates of opioid usage at 6-months postoperatively. To prevent overuse of narcotics, surgeons must consider the distinct pain requirements associated with different procedures even in treatment of the same condition.
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Affiliation(s)
- Dhruv S. Shankar
- Leni & Peter May Department of Orthopaedics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Jinseong Kim
- Leni & Peter May Department of Orthopaedics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Dennis M. Bienstock
- Leni & Peter May Department of Orthopaedics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Michael Gao
- Leni & Peter May Department of Orthopaedics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Yunsoo Lee
- Leni & Peter May Department of Orthopaedics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Nicole J. Zubizarreta
- Leni & Peter May Department of Orthopaedics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Jashvant Poeran
- Leni & Peter May Department of Orthopaedics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - James D. Lin
- Leni & Peter May Department of Orthopaedics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Saad B. Chaudhary
- Leni & Peter May Department of Orthopaedics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Andrew C. Hecht
- Leni & Peter May Department of Orthopaedics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
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Razak A, Corman B, Servider J, Mavarez-Martinez A, Jin Z, Mushlin H, Bergese SD. Postoperative analgesic options after spine surgery: finding the optimal treatment strategies. Expert Rev Neurother 2024; 24:191-200. [PMID: 38155560 DOI: 10.1080/14737175.2023.2298824] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2023] [Accepted: 12/20/2023] [Indexed: 12/30/2023]
Abstract
INTRODUCTION Spine surgery is one of the most common types of surgeries performed in the United States; however, managing postoperative pain following spine surgery has proven to be challenging. Patients with spine pathologies have higher incidences of chronic pain and resultant opioid use and potential for tolerance. Implementing a multimodal plan for postoperative analgesia after spine surgery can lead to enhanced recovery and outcomes. AREAS COVERED This review presents several options for analgesia following spine surgery with an emphasis on multimodal techniques to best aid this specific patient population. In addition to traditional therapeutics, such as acetaminophen, non-steroidal anti-inflammatory medications, and opioids, we discuss intrathecal morphine administration and emerging regional anesthesia techniques. EXPERT OPINION Several adjuncts to improve analgesia following spine surgery are efficacious in the postoperative period. Intrathecal morphine provides sustained analgesia and can be instilled intraoperatively by the surgical team under direct visualization. Local anesthetics deposited under ultrasound guidance by an anesthesiologist trained in regional techniques also provide the opportunity for single injections or continuous analgesia via an indwelling catheter.
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Affiliation(s)
- Alina Razak
- Department of Anesthesiology, Stony Brook University Health Science Center, Stony Brook, NY, USA
| | - Benjamin Corman
- Renaissance School of Medicine, Stony Brook University, Stony Brook, NY, USA
| | - John Servider
- Department of Neurological Surgery, Stony Brook University Health Science Center, Stony Brook, NY, USA
| | - Ana Mavarez-Martinez
- Department of Anesthesiology, Stony Brook University Health Science Center, Stony Brook, NY, USA
| | - Zhaosheng Jin
- Department of Anesthesiology, Stony Brook University Health Science Center, Stony Brook, NY, USA
| | - Harry Mushlin
- Department of Neurological Surgery, Stony Brook University Health Science Center, Stony Brook, NY, USA
| | - Sergio D Bergese
- Department of Anesthesiology, Stony Brook University Health Science Center, Stony Brook, NY, USA
- Department of Neurological Surgery, Stony Brook University Health Science Center, Stony Brook, NY, USA
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Arndt KR, Robinson KA, Yorkgitis B, Brat G. Retention of Knowledge After Opioid Education in Surgical Interns. Am Surg 2023; 89:5619-5625. [PMID: 36918193 DOI: 10.1177/00031348231162699] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/16/2023]
Abstract
BACKGROUND In many academic centers, opioid prescribing is managed primarily by residents with little or no formal opioid education. The present study evaluates intern knowledge and comfort with appropriate opioid prescribing 7 months after an organized opioid education effort. MATERIALS AND METHODS A repeat knowledge and attitude survey was sent to surgical interns who had completed an initial opioid education training session 7 months before the study. Results were compared to post-education assessment results in the same cohort. SETTING 16 general surgery and podiatric surgery interns at a single academic medical center. RESULTS The mean percentage of correct answers on follow-up was 67.6% identical to the average post-session score of 67.6%. Interns reported comfort with opioid prescribing increased to a mean score of 5.9 (out of 10) on follow-up compared to post-session score of 5.19. CONCLUSIONS Surgical interns have significant gaps in knowledge for optimal prescribing and management of opioid prescriptions. Targeted education demonstrates significant and lasting improvement in opioid assessment scores, but there remains room for improvement.
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Affiliation(s)
- Kevin R Arndt
- Department of Surgery, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Kortney A Robinson
- Department of Surgery, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Brian Yorkgitis
- Department of Surgery, University of Florida Jacksonville, Jacksonville, FL, USA
| | - Gabriel Brat
- Department of Surgery, Beth Israel Deaconess Medical Center, Boston, MA, USA
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA
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Bhuptani PH, Orchowski LM, Forkus SR, Newberger NG, Weiss NH. The impact of exposure to physical and sexual violence on opioid consequences among trauma-exposed individuals recruited from the community who use opioids. Harm Reduct J 2023; 20:167. [PMID: 37950215 PMCID: PMC10638719 DOI: 10.1186/s12954-023-00901-y] [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: 03/08/2023] [Accepted: 11/04/2023] [Indexed: 11/12/2023] Open
Abstract
Interpersonal violence and opioid use disorder are significant and intersecting public health concerns in the USA. The current study evaluated the consequences associated with opioid use (e.g., physical, social, interpersonal, intrapersonal, and impulse control) as a function of a history of exposure to interpersonal trauma, specifically physical and sexual violence. Participants were 84 trauma-exposed individuals recruited from the community who use opioids (M age = 43.5 50% men; 55% white). Whereas no significant differences emerged in the consequences of opioid use based on a history of physical violence, individuals with a history of sexual violence demonstrated higher levels of impulsive consequences of opioid use compared to individuals without a history of sexual violence. These data highlight the importance of considering the role of exposure to sexual violence in the context of opioid use disorder treatment.
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Affiliation(s)
- Prachi H Bhuptani
- Department of Adult Psychiatry, Rhode Island Hospital, Providence, RI, USA
- Department of Psychiatry and Human Behavior, Brown University Medical School, Providence, RI, USA
| | - Lindsay M Orchowski
- Department of Adult Psychiatry, Rhode Island Hospital, Providence, RI, USA
- Department of Psychiatry and Human Behavior, Brown University Medical School, Providence, RI, USA
| | - Shannon R Forkus
- Department of Psychology, University of Rhode Island, 142 Flagg Rd., Kingston, RI, USA
- Medical University of South Carolina, Charleston, SC, USA
| | - Noam G Newberger
- Department of Psychology, University of Rhode Island, 142 Flagg Rd., Kingston, RI, USA
| | - Nicole H Weiss
- Department of Psychology, University of Rhode Island, 142 Flagg Rd., Kingston, RI, USA.
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Tata V, Al Saadi R, Cho SK, Varisco TJ, Wanat M, Thornton JD. Physician perspective on the implementation of risk mitigation strategies when prescribing opioid medications: a qualitative analysis. BMC Health Serv Res 2023; 23:1185. [PMID: 37907915 PMCID: PMC10617230 DOI: 10.1186/s12913-023-10136-z] [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: 01/13/2023] [Accepted: 10/12/2023] [Indexed: 11/02/2023] Open
Abstract
OBJECTIVE To understand the physician perspective on the barriers and facilitators of implementing nine different opioid risk mitigation strategies (RMS) when prescribing opioid medications. METHODS We created and dispersed a cross-sectional online survey through the Qualtrics© data collection platform among a nationwide sample of physicians licensed to practice medicine in the United States who have prescribed an opioid medication within the past year. The responses were analyzed using a deductive thematic analysis approach based on the Consolidated Framework for Implementation Research (CFIR) to ensure a holistic approach to identifying the barriers and facilitators for each RMS assessed. In concordance with this method, the themes and codes for the thematic analysis were defined prior to the analysis. The five domains within the CFIR were used as themes and the 39 nested constructs were treated as the codes. Two members of the research team independently coded the transcripts and discussed points of disagreement until consensus was reached. All analyses were conducted in ATLAS.ti© V7. RESULTS The completion rate for this survey was 85.1% with 273 participant responses eligible for analysis. Intercoder reliability was calculated to be 82%. Deductive thematic analysis yielded 2,077 descriptions of factors affecting implementation of the nine RMS. The most salient code across all RMS was Knowledge and Beliefs about the Intervention, which refers to individuals' attitudes towards and value placed on the intervention. Patient Needs and Resources, a code referring to the extent to which patient needs are known and prioritized by the organization, also emerged as a salient code. The physicians agreed that the patient perspective on the issue is vital to the uptake of each of the RMS. CONCLUSIONS This deductive thematic analysis identified key points for actionable intervention across the nine RMS assessed and established the importance of patient concordance with physicians when deciding on a course of treatment.
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Affiliation(s)
- Vaishnavi Tata
- Department of Pharmaceutical Health Outcomes and Policy, University of Houston College of Pharmacy, 4349 Martin Luther King Jr. Blvd, Houston, TX, 77204, USA.
- Prescription Drug Misuse and Education Research (PREMIER) Center, University of Houston College of Pharmacy, Houston, TX, 77204, USA.
| | - Randa Al Saadi
- Department of Pharmaceutical Health Outcomes and Policy, University of Houston College of Pharmacy, 4349 Martin Luther King Jr. Blvd, Houston, TX, 77204, USA.
- Prescription Drug Misuse and Education Research (PREMIER) Center, University of Houston College of Pharmacy, Houston, TX, 77204, USA.
| | - Sang Kyu Cho
- Department of Pharmaceutical Health Outcomes and Policy, University of Houston College of Pharmacy, 4349 Martin Luther King Jr. Blvd, Houston, TX, 77204, USA
- Prescription Drug Misuse and Education Research (PREMIER) Center, University of Houston College of Pharmacy, Houston, TX, 77204, USA
| | - Tyler J Varisco
- Department of Pharmaceutical Health Outcomes and Policy, University of Houston College of Pharmacy, 4349 Martin Luther King Jr. Blvd, Houston, TX, 77204, USA
- Prescription Drug Misuse and Education Research (PREMIER) Center, University of Houston College of Pharmacy, Houston, TX, 77204, USA
| | - Matthew Wanat
- Prescription Drug Misuse and Education Research (PREMIER) Center, University of Houston College of Pharmacy, Houston, TX, 77204, USA
- College of Pharmacy, Department of Pharmacy Practice and Translational Research, University of Houston College of Pharmacy, Houston, TX, 77204, USA
| | - J Douglas Thornton
- Department of Pharmaceutical Health Outcomes and Policy, University of Houston College of Pharmacy, 4349 Martin Luther King Jr. Blvd, Houston, TX, 77204, USA
- Prescription Drug Misuse and Education Research (PREMIER) Center, University of Houston College of Pharmacy, Houston, TX, 77204, USA
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Keane A, Jardine K, Goldenberg D, Pradhan S, Zhu J, Mansour J, Knoller H, Eshel R, Talmi YP, Vaida S, Slonimsky G. Opioid versus non-opioid postoperative pain management in otolaryngology. BMC Anesthesiol 2023; 23:291. [PMID: 37626331 PMCID: PMC10463300 DOI: 10.1186/s12871-023-02213-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2022] [Accepted: 07/19/2023] [Indexed: 08/27/2023] Open
Abstract
BACKGROUND The opioid epidemic in the United States has had devastating consequences, with many opioid-related deaths and a significant economic toll. Opioids have a significant role in postoperative pain management. Here we aim to analyze differences in postoperative opioid and non-opioid pain medications regimens following common otolaryngological surgeries between two large tertiary care medical centers: the Milton S. Hershey Medical Center, USA (HMC) and The Chaim Sheba Medical center, Israel (SMC). METHODS A retrospective chart review of patients undergoing common otolaryngological procedures during the years 2017-2019 was conducted at two tertiary care centers, one in the U.S. and the other in Israel. Types and doses of postoperative pain medications ordered and administered during admission were analyzed. Average doses ordered and administered in 24 h were calculated. Opioid medications were converted to a standardized unit of morphine milliequivalents (MME). Chi-square test and Wilcoxon rank-sum test were used to compare the groups. RESULTS The study included 204 patients (103 U.S., 101 Israel). Patient demographics were similar except for a longer length of stay in Israel (p < 0.01). In the U.S., 95% of patients were ordered opioids compared to 70% in Israel (P < 0.01). In the U.S., 68.9% of patients ordered opioids received the medications compared to 29.7% in Israel. The median opioid dose ordered in the U.S. was 45MME/24 h compared to 30MME/24 h in Israel (P < 0.01), while median dose received in the U.S. was 15MME/24 h compared to 3.8MME/24 h in Israel (P < 0.01). Opioid prescriptions at discharge were given to 92% of patients in the U.S. compared to 4% of patients in Israel (p < 0.01). A significantly higher number of patients in the U.S. were prescribed acetaminophen and ibuprofen (p < 0.0001). Dipyrone was prescribed to 78% of patients in Israel. CONCLUSIONS HMC demonstrated a significantly more permissive approach to both prescribing and consuming opioid medications for postoperative pain management than SMC for similar, common otolaryngological surgeries. Non-opioid alternatives and examining the cultural and medical practice-based differences contributing to the opioid epidemic should be discussed and reevaluated.
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Affiliation(s)
- Allison Keane
- Department of Otolaryngology-Head and Neck Surgery, Penn State Health, Milton S. Hershey Medical Center, 500 University Drive, Hershey, PA, 17033, USA
| | - Kayla Jardine
- The Pennsylvania State University, College of Medicine, Hershey, PA, USA
| | - David Goldenberg
- Department of Otolaryngology-Head and Neck Surgery, Penn State Health, Milton S. Hershey Medical Center, 500 University Drive, Hershey, PA, 17033, USA
| | - Sandeep Pradhan
- Department of Public Health Sciences, The Pennsylvania State University, College of Medicine, Hershey, PA, USA
| | - Jay Zhu
- Department of Public Health Sciences, The Pennsylvania State University, College of Medicine, Hershey, PA, USA
| | - Jobran Mansour
- Department of Otolaryngology-Head and Neck Surgery, the Chaim Sheba Medical Center, Tel Hashomer, Israel
| | - Hadas Knoller
- Department of Otolaryngology-Head and Neck Surgery, the Chaim Sheba Medical Center, Tel Hashomer, Israel
| | - Ron Eshel
- Division of Anesthesia, Intensive Care, and Pain Management, Tel-Aviv Medical Center, Tel-Aviv University, Tel-Aviv, Israel
| | - Yoav P Talmi
- Department of Otolaryngology-Head and Neck Surgery, the Chaim Sheba Medical Center, Tel Hashomer, Israel
| | - Sonia Vaida
- Department of Anesthesiology and Perioperative Medicine, Penn State Health, Milton S. Hershey Medical Center, Hershey, PA, USA
| | - Guy Slonimsky
- Department of Otolaryngology-Head and Neck Surgery, Penn State Health, Milton S. Hershey Medical Center, 500 University Drive, Hershey, PA, 17033, USA.
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Tata V, Majd Z, Talwar A, Bapat S, Cruz ADL, Essien JE, Thornton JD. Differences in Perceived Threat and Efficacy in Managing Opioid Use Disorder versus Alcohol Use Disorder. Subst Use Misuse 2023; 58:1187-1195. [PMID: 37271735 DOI: 10.1080/10826084.2023.2212075] [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] [Indexed: 06/06/2023]
Abstract
Background: Efforts to increase the availability of Medication Assisted Treatment for alcohol use disorder (AUD) and opioid use disorder (OUD) may be futile if patients lack motivation for recovery and are unwilling to seek treatment. Objectives: In this cross-sectional, online survey, we used the Extended Parallel Process Model (EPPM) to assess how participants at risk of AUD or OUD react to their perceived threat and assess their response to pharmacotherapy as a potential treatment. EPPM constructs were assessed using the Risk Based Diagnosis Scale. Descriptive statistics measure the proportion of treated vs untreated participants. Untreated participants were sorted into one of three groups categorizing perceived threat - low threat appraisal, and danger or fear control. Results: Of 411 total responses, most (n = 293[71.29%]) sorted into the AUD cohort and 118(28.71%) into the OUD cohort. Overall, 104(25.30%) had received treatment and 307(74.70%) didn't. Within the OUD cohort, there were 67 untreated participants - 16(23.88%) exhibited low threat appraisal, 13(19.40%) were likely to undergo fear control, and 38(56.72%) were likely to undergo danger control. Within the AUD cohort, there were 240 untreated participants - 75(31.25%) exhibited low threat appraisal, 100(41.67%) were likely to experience fear control, and 65(27.08%) were likely to experience danger control. Participants in the OUD cohort were more likely to undergo danger control than those in the AUD cohort (χ2 = 19.26, p < 0.05). Conclusions: This study identified perceived threat and efficacy when an individual was at risk of a SUD, but more insight into potential early interventions is needed - particularly in those individuals with polysubstance use disorder.
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Affiliation(s)
- Vaishnavi Tata
- College of Pharmacy, Department of Pharmaceutical Health Outcomes and Policy, University of Houston, College of Pharmacy, Houston, Texas, USA
- Prescription Drug Misuse and Education Research (PREMIER) Center, University of Houston College of Pharmacy, Houston, Texas, USA
| | - Zahra Majd
- College of Pharmacy, Department of Pharmaceutical Health Outcomes and Policy, University of Houston, College of Pharmacy, Houston, Texas, USA
| | - Ashna Talwar
- College of Pharmacy, Department of Pharmaceutical Health Outcomes and Policy, University of Houston, College of Pharmacy, Houston, Texas, USA
| | - Shweta Bapat
- College of Pharmacy, Department of Pharmaceutical Health Outcomes and Policy, University of Houston, College of Pharmacy, Houston, Texas, USA
- Prescription Drug Misuse and Education Research (PREMIER) Center, University of Houston College of Pharmacy, Houston, Texas, USA
| | - Austin De La Cruz
- Prescription Drug Misuse and Education Research (PREMIER) Center, University of Houston College of Pharmacy, Houston, Texas, USA
| | - James E Essien
- College of Pharmacy, Department of Pharmaceutical Health Outcomes and Policy, University of Houston, College of Pharmacy, Houston, Texas, USA
| | - J Douglas Thornton
- College of Pharmacy, Department of Pharmaceutical Health Outcomes and Policy, University of Houston, College of Pharmacy, Houston, Texas, USA
- Prescription Drug Misuse and Education Research (PREMIER) Center, University of Houston College of Pharmacy, Houston, Texas, USA
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Cadet T, Jalali A, Jeng PJ, Poole S, Woody G, Murphy SM. Determinants of health-related quality of life among individuals with opioid use disorder, recently released from incarceration. Addict Sci Clin Pract 2023; 18:34. [PMID: 37231479 DOI: 10.1186/s13722-023-00375-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2022] [Accepted: 03/15/2023] [Indexed: 05/27/2023] Open
Abstract
BACKGROUND\OBJECTIVES: Concomitant with low rates of pharmacotherapy for incarcerated individuals with OUD, there is a high rate of opioid overdose following re-entry into the community. Our research objective was to develop a better understanding of the factors that influence health-related quality-of-life (HRQoL) among this population during the high-risk transition period from incarceration to community. Few studies have assessed health-related quality-of-life (HRQoL) among individuals with OUD who are involved with the criminal-legal system, let alone over the period directly surrounding release from incarceration. METHODS Secondary longitudinal analysis of data from a clinical trial where participants were randomized 1:1 to pre-release extended-release naltrexone (XR-NTX) + referral to community XR-NTX, vs. referral only. We conducted individual, multivariable regressions of EQ-5D domains (mobility, pain/discomfort, anxiety/depression; usual activities and self-care were excluded due to insufficient variation in scores), and the overall preference/utility score. HRQoL data were subset to timepoints immediately before release (baseline) and 12 weeks post-release; treatment groups were collapsed across condition. Multiple imputation by chained equations was conducted to handle missing 3-month data in the dependent variables and covariates, ad hoc. RESULTS Greater severity in the psychiatric composite score was associated with substantially lower HRQoL, across all measures, following release from incarceration. Greater severity in the medical composite score was associated with lower pain/discomfort-related HRQoL. CONCLUSIONS Our findings highlight the importance of ensuring individuals with OUD are linked not only to MOUD, but also treatment for their comorbid conditions upon release from incarceration.
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Affiliation(s)
- Techna Cadet
- Department of Population Health Sciences, Weill Cornell Medical College, 425 East 61St Street, Suite 301, New York, NY, 10065, USA.
| | - Ali Jalali
- Department of Population Health Sciences, Weill Cornell Medical College, 425 East 61St Street, Suite 301, New York, NY, 10065, USA
| | - Philip J Jeng
- Department of Population Health Sciences, Weill Cornell Medical College, 425 East 61St Street, Suite 301, New York, NY, 10065, USA
| | - Sabrina Poole
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - George Woody
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Sean M Murphy
- Department of Population Health Sciences, Weill Cornell Medical College, 425 East 61St Street, Suite 301, New York, NY, 10065, USA
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Mo KC, Gupta A, Movsik J, Covarrubius O, Greenberg M, Riley LH, Kebaish KM, Neuman BJ, Skolasky RL. Pain Self-Efficacy (PSEQ) score of <22 is associated with daily opioid use, back pain, disability, and PROMIS scores in patients presenting for spine surgery. Spine J 2023; 23:723-730. [PMID: 37100496 PMCID: PMC10154031 DOI: 10.1016/j.spinee.2022.12.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/03/2022] [Revised: 11/14/2022] [Accepted: 12/15/2022] [Indexed: 04/28/2023]
Abstract
BACKGROUND CONTEXT Pain self-efficacy, or the belief that one can carry out activities despite pain, has been shown to be associated with back and neck pain severity. However, the literature correlating psychosocial factors to opioid use, barriers to proper opioid use, and Patient-Reported Outcome Measurement Information System (PROMIS) scores is sparse. PURPOSE The primary aim of this study was to determine whether pain self-efficacy is associated with daily opioid use in patients presenting for spine surgery. The secondary aim was to determine whether there exists a threshold self-efficacy score that is predictive of daily preoperative opioid use and subsequently to correlate this threshold score with opioid beliefs, disability, resilience, patient activation, and PROMIS scores. PATIENT SAMPLE Five hundred seventy-eight elective spine surgery patients (286 females; mean age of 55 years) from a single institution were included in this study. STUDY DESIGN/SETTING Retrospective review of prospectively collected data. OUTCOME MEASURES PROMIS scores, daily opioid use, opioid beliefs, disability, patient activation, resilience. METHODS Elective spine surgery patients at a single institution completed questionnaires preoperatively. Pain self-efficacy was measured by the Pain Self-Efficacy Questionnaire (PSEQ). Threshold linear regression with Bayesian information criteria was utilized to identify the optimal threshold associated with daily opioid use. Multivariable analysis controlled for age, sex, education, income, and Oswestry Disability Index (ODI) and PROMIS-29, version 2 scores. RESULTS Of 578 patients, 100 (17.3%) reported daily opioid use. Threshold regression identified a PSEQ cutoff score of <22 as predictive of daily opioid use. On multivariable logistic regression, patients with a PSEQ score <22 had two times greater odds of being daily opioid users than those with a score ≥22. Further, PSEQ <22 was associated with lower patient activation; increased leg and back pain; higher ODI; higher PROMIS pain, fatigue, depression, and sleep scores; and lower PROMIS physical function and social satisfaction scores (p<.05 for all). CONCLUSIONS In patients presenting for elective spine surgery, a PSEQ score of <22 is associated with twice the odds of reporting daily opioid use. Further, this threshold is associated with greater pain, disability, fatigue, and depression. A PSEQ score <22 can identify patients at high risk for daily opioid use and can guide targeted rehabilitation to optimize postoperative quality of life.
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Affiliation(s)
- Kevin C Mo
- Department of Orthopaedic Surgery, The Johns Hopkins University, Baltimore, MD, USA
| | - Arjun Gupta
- Department of Orthopaedic Surgery, The Johns Hopkins University, Baltimore, MD, USA
| | - Jonathan Movsik
- Department of Orthopaedic Surgery, The Johns Hopkins University, Baltimore, MD, USA
| | - Oscar Covarrubius
- Department of Orthopaedic Surgery, The Johns Hopkins University, Baltimore, MD, USA
| | - Marc Greenberg
- Department of Orthopaedic Surgery, The Johns Hopkins University, Baltimore, MD, USA
| | - Lee H Riley
- Department of Orthopaedic Surgery, The Johns Hopkins University, Baltimore, MD, USA
| | - Khaled M Kebaish
- Department of Orthopaedic Surgery, The Johns Hopkins University, Baltimore, MD, USA
| | - Brian J Neuman
- Department of Orthopaedic Surgery, The Johns Hopkins University, Baltimore, MD, USA
| | - Richard L Skolasky
- Department of Orthopaedic Surgery, The Johns Hopkins University, Baltimore, MD, USA.
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Liu H, Song X, Li C, Li Y, Guo W, Zhang H. Femoral Nerve Block and Local Instillation Analgesia Associated With More Reliable Efficacy in Regional Anesthesia Interventions Within 24 Hours Following Anterior Cruciate Ligament Reconstruction: A Network Meta-analysis. Arthroscopy 2023; 39:1273-1295. [PMID: 36708747 DOI: 10.1016/j.arthro.2022.12.014] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/23/2022] [Revised: 11/26/2022] [Accepted: 12/01/2022] [Indexed: 01/28/2023]
Abstract
PURPOSE To assess the relative effectiveness of different regional anesthetic techniques (peripheral nerve blocks, local instillation analgesia, including intra-articular, subcutaneous, and periarticular infiltration) in patients undergoing anterior cruciate ligament reconstruction (ACLR). METHODS PubMed, Embase, Cochrane Library, and Web of Science databases were searched from their inception to December 31, 2020. The search was supplemented by manual review of relevant reference lists. Randomized controlled trials of participants after ACLR that compared regional anesthesia interventions were selected. The 2 coprimary outcomes were (1) rest pain scores and (2) cumulative oral morphine equivalent consumption on day 1 (24 hours) post-ACLR. Data were pooled using a Bayesian framework. RESULTS Of 759 records identified, 46 trials were eligible, evaluating 9 interventions in 3,171 patients. Local instillation analgesia (LIA), including intra-articular, subcutaneous, and periarticular infiltration, had significant improvement in pain relief as compared with placebo (-0.91; 95% CrI -1.45 to -0.37). Femoral nerve block (FNB) also showed significant effects in relieving pain as compared with placebo (-0.70; 95% 95% credible interval [CrI] -1.28 to -0.12). Compared with placebo, a significant reduction in opioid consumption was found in LIA (mean difference -13.29 mg; 95% CrI -21.77 to -4.91) and FNB (mean difference -13.97 mg; 95% CrI -24.71 to -3.04). Femoral and sciatic nerve block showed the greatest ranking for pain relief and opioid consumption without significant evidence (P > .05) to support superiority in comparison with placebo, respectively. CONCLUSIONS Our meta-analysis shows that FNB and LIA can significantly diminish postoperative pain and reduce opioid consumption following ACLR compared with placebo in the setting of regional anesthesia, and femoral and sciatic nerve block may be the number 1 top-ranked analgesic technique despite high uncertainty. LEVEL OF EVIDENCE I, Systematic review of Level I studies.
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Affiliation(s)
- Hongzhi Liu
- Department of Orthopaedics, Wangjing Hospital, China Academy of Chinese Medical Sciences, Beijing, China
| | | | - Chuiqing Li
- Weifang Traditional Chinese Hospital, Weifang, Shandong, China
| | - Yan Li
- Department of Orthopaedics, Wangjing Hospital, China Academy of Chinese Medical Sciences, Beijing, China
| | - Wanshou Guo
- Department of Orthopaedic Surgery, China-Japan Friendship Hospital, Beijing, China
| | - Hongmei Zhang
- Department of Orthopaedics, Wangjing Hospital, China Academy of Chinese Medical Sciences, Beijing, China.
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Gutkind S, Askari MS, Perlmutter AS, Nesoff ED, Mauro PM, Martins SS. Associations between relative deprivation with opioid use among working-age adults during the great recession. J Psychiatr Res 2023; 160:101-109. [PMID: 36796291 PMCID: PMC10023414 DOI: 10.1016/j.jpsychires.2023.02.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/23/2022] [Revised: 01/30/2023] [Accepted: 02/06/2023] [Indexed: 02/11/2023]
Abstract
Recessions, poverty, and unemployment have been associated with opioid use. However, these measures of financial hardship may be imprecise, limiting our ability to understand this relationship. We tested associations between relative deprivation and non-medical prescription opioid use (NMPOU) and heroin use among working-age adults (ages 18-64) during the Great Recession. Our sample included working-age adults in the 2005-2013 United States National Survey of Drug Use and Health (n = 320,186). Relative deprivation compared the lowest limit of participants' income category to the national 25th percentile individual income for people with similar socio-demographic characteristics (race and ethnicity, gender, year). We distinguished the period before (1/2005-11/2007), during (12/2007-06/2009), and after (07/2007-12/2013) the Great Recession. We estimated odds of past-year NMPOU and heroin use for each past-year exposure (i.e., relative deprivation, poverty, unemployment) using separate logistic regressions adjusting for individual-level covariates (gender, age, race/ethnicity, marital status, and education) and national-level annual Gini coefficient. Our results show that NMPOU was higher among people experiencing relative deprivation (aOR = 1.13, 95% CI = 1.06-1.20), poverty (aOR = 1.22, 95% CI = 1.16-1.29), and unemployment (aOR = 1.42, 95% CI = 1.32-1.53) between 2005 and 2013, as was heroin use (aORs = 2.54, 2.09, 3.55, respectively). The association between relative deprivation and NMPOU was modified by recession timing, and was significantly higher after the Recession (aOR = 1.21, 95% CI = 1.11-1.33). Relative deprivation was associated with higher odds of NMPOU and heroin use, and higher odds of NMPOU after the Great Recession. Our findings suggest contextual-level factors may modify the relationship between relative deprivation and opioid use, and support the need for new measures of financial hardship.
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Affiliation(s)
- Sarah Gutkind
- Department of Epidemiology, Columbia University Mailman School of Public Health, 722 W 168th St, New York, NY, USA.
| | - Melanie S Askari
- Department of Epidemiology, Columbia University Mailman School of Public Health, 722 W 168th St, New York, NY, USA.
| | - Alexander S Perlmutter
- Department of Epidemiology, Columbia University Mailman School of Public Health, 722 W 168th St, New York, NY, USA.
| | - Elizabeth D Nesoff
- Department of Biostatistics, Epidemiology & Informatics at University of Pennsylvania Perelman School of Medicine, 423 Guardian Dr, Philadelphia, PA, USA.
| | - Pia M Mauro
- Department of Epidemiology, Columbia University Mailman School of Public Health, 722 W 168th St, New York, NY, USA.
| | - Silvia S Martins
- Department of Epidemiology, Columbia University Mailman School of Public Health, 722 W 168th St, New York, NY, USA.
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23
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Edwards AC, Ohlsson H, Lannoy S, Stephenson M, Crump C, Sundquist J, Sundquist K, Kendler KS. Shared genetic and environmental etiology between substance use disorders and suicidal behavior. Psychol Med 2023; 53:2380-2388. [PMID: 37310307 PMCID: PMC10264825 DOI: 10.1017/s0033291721004256] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
BACKGROUND Previous studies have demonstrated substantial associations between substance use disorders (SUD) and suicidal behavior. The current study empirically assesses the extent to which shared genetic and/or environmental factors contribute to associations between alcohol use disorders (AUD) or drug use disorders (DUD) and suicidal behavior, including attempts and death. METHODS The authors used Swedish national registry data, including medical, pharmacy, criminal, and death registrations, for a large cohort of twins, full siblings, and half siblings (N = 1 314 990) born 1960-1980 and followed through 2017. They conducted twin-sibling modeling of suicide attempt (SA) or suicide death (SD) with AUD and DUD to estimate genetic and environmental correlations between outcomes. Analyses were stratified by sex. RESULTS Genetic correlations between SA and SUD ranged from rA = 0.60-0.88; corresponding shared environmental correlations were rC = 0.42-0.89 but accounted for little overall variance; and unique environmental correlations were rE = 0.42-0.57. When replacing attempt with SD, genetic and shared environmental correlations with AUD and DUD were comparable (rA = 0.48-0.72, rC = 0.92-1.00), but were attenuated for unique environmental factors (rE = -0.01 to 0.31). CONCLUSIONS These findings indicate that shared genetic and unique environmental factors contribute to comorbidity of suicidal behavior and SUD, in conjunction with previously reported causal associations. Thus, each outcome should be considered an indicator of risk for the others. Opportunities for joint prevention and intervention, while limited by the polygenic nature of these outcomes, may be feasible considering moderate environmental correlations between SA and SUD.
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Affiliation(s)
- Alexis C. Edwards
- Department of Psychiatry, Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University School of Medicine, Richmond, VA, USA
| | - Henrik Ohlsson
- Center for Primary Health Care Research, Lund University, Malmö, Sweden
| | - Séverine Lannoy
- Department of Psychiatry, Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University School of Medicine, Richmond, VA, USA
| | - Mallory Stephenson
- Department of Psychiatry, Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University School of Medicine, Richmond, VA, USA
| | - Casey Crump
- Department of Family Medicine and Community Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Jan Sundquist
- Center for Primary Health Care Research, Lund University, Malmö, Sweden
- Department of Family Medicine and Community Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Kristina Sundquist
- Center for Primary Health Care Research, Lund University, Malmö, Sweden
- Department of Family Medicine and Community Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Kenneth S. Kendler
- Department of Psychiatry, Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University School of Medicine, Richmond, VA, USA
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Bhuptani PH, Orchowski LM, Forkus SR, Newberger NG, Weiss NH. The Impact of Physical and Sexual Violence on Opioid Consequences among Trauma- exposed Individuals Recruited from the Community who Use Opioids. RESEARCH SQUARE 2023:rs.3.rs-2669901. [PMID: 36993534 PMCID: PMC10055686 DOI: 10.21203/rs.3.rs-2669901/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/19/2023]
Abstract
Interpersonal violence and opioid use disorder are significant and intersecting public health concerns in the United States. The current study evaluated the consequences associated with opioid use as a function of history of interpersonal trauma, specifically physical and sexual violence. Participants were 84 trauma-exposed individuals recruited from the community who use opioids (M age = 43.5 50% men; 55% white). Whereas no significant differences emerged in the consequences of opioid use based on a history of physical violence, individuals with a history of sexual violence demonstrated higher levels of impulsive consequences of opioid use compared to individuals without a history of sexual violence. These data highlight the importance of considering the role of sexual violence in the context of opioid use disorder treatment.
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25
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Vowles KE, Witkiewitz K, Clarke E, Schmidt Z, Borsari B, Edwards KE, Korecki JR, Moniz-Lewis DI, Bondzie JA, Mullins C, Thoreson CI, Delacruz J, Wilkins CH, Nelson S, Delventura J, Henderson R, Katz A, Hua W, Watson E, Baxley C, Canlas BR, Pendleton T, Herbst E, Batki S. Rationale and design of a multisite randomized clinical trial examining an integrated behavioral treatment for veterans with co-occurring chronic pain and opioid use disorder: The pain and opioids integrated treatment in veterans (POSITIVE) trial. Contemp Clin Trials 2023; 126:107096. [PMID: 36693589 DOI: 10.1016/j.cct.2023.107096] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2022] [Revised: 01/13/2023] [Accepted: 01/18/2023] [Indexed: 01/22/2023]
Abstract
BACKGROUND Chronic pain and opioid use disorder (OUD) individually represent a risk to health and well-being. Concerningly, there is evidence that they are frequently co-morbid. While few treatments exist that simultaneously target both conditions, preliminary work has supported the feasibility of an integrated behavioral treatment targeting pain interference and opioid misuse. This treatment combined Acceptance and Commitment Therapy (ACT) and Mindfulness-Based Relapse Prevention (ACT+MBRP). This paper describes the protocol for the adequately powered efficacy study of this integrated treatment. METHODS A multisite randomized controlled trial will examine the efficacy of ACT+MBRP in comparison to a parallel education control condition, focusing on opioid safety and pain education. Participants include veterans (n = 160; 21-75 years old) recruited from three Veterans Administration (VA) Healthcare Systems with chronic pain who are on a stable dose of buprenorphine. Both conditions include twelve weekly 90 min group sessions delivered via telehealth. Primary outcomes include pain interference (Patient Reported Outcome Measurement Information System - Pain Interference) and hazardous opioid use (Current Opioid Misuse Measure), which will be examined at the end of the active treatment phase and through 12 months post-intervention. Secondary analyses will evaluate outcomes including pain intensity, depression, pain-related fear, and substance use, as well as treatment mechanisms. CONCLUSION This study will determine the efficacy of an integrated behavioral treatment program for pain interference and hazardous opioid use among veterans with chronic pain and OUD who are prescribed buprenorphine, addressing a critical need for more integrated treatments for chronic pain and OUD. TRIAL REGISTRATION ClinicalTrials.gov Identifier: NCT04648228.
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Affiliation(s)
- Kevin E Vowles
- School of Psychology, Queen's University Belfast, Belfast, Northern Ireland, UK.
| | - Katie Witkiewitz
- Department of Psychology, University of New Mexico, Albuquerque, NM, USA.
| | - Erik Clarke
- Puget Sound Veterans Affairs Healthcare Administration, Tacoma, WA, USA
| | - Zachary Schmidt
- Raymond G. Murphy Veterans Affairs Medical Center, New Mexico Veteran Affairs Healthcare System, Albuquerque, NM, USA
| | - Brian Borsari
- San Francisco Veteran Affairs Medical Center and University of California - San Francisco, San Francisco, CA, USA
| | - Karlyn E Edwards
- Department of Anesthesiology, Perioperative, and Pain Medicine, Division of Pain Medicine Stanford University, Palo Alto, CA, USA
| | - J Richard Korecki
- Department of Psychology, University of California, Los Angeles, Los Angeles, CA, USA
| | | | - Juliana A Bondzie
- Puget Sound Veterans Affairs Healthcare Administration, Tacoma, WA, USA
| | - Chloe Mullins
- Raymond G. Murphy Veterans Affairs Medical Center, New Mexico Veteran Affairs Healthcare System, Albuquerque, NM, USA
| | - Claire I Thoreson
- Puget Sound Veterans Affairs Healthcare Administration, Tacoma, WA, USA
| | - Joannalyn Delacruz
- San Francisco Veteran Affairs Medical Center and University of California - San Francisco, San Francisco, CA, USA
| | - Consuelo H Wilkins
- Vanderbilt Institute for Clinical and Translational Research, Vanderbilt University, Nashville, TN, USA
| | - Sarah Nelson
- Vanderbilt Institute for Clinical and Translational Research, Vanderbilt University, Nashville, TN, USA
| | | | - Ryan Henderson
- Puget Sound Veterans Affairs Healthcare Administration, Tacoma, WA, USA
| | - Andrea Katz
- Puget Sound Veterans Affairs Healthcare Administration, Tacoma, WA, USA
| | - William Hua
- San Francisco Veteran Affairs Medical Center and University of California - San Francisco, San Francisco, CA, USA
| | - Erin Watson
- San Francisco Veteran Affairs Medical Center and University of California - San Francisco, San Francisco, CA, USA
| | - Catherine Baxley
- San Francisco Veteran Affairs Medical Center and University of California - San Francisco, San Francisco, CA, USA
| | - Bernard R Canlas
- Puget Sound Veterans Affairs Healthcare Administration, Tacoma, WA, USA
| | - Tiffany Pendleton
- Raymond G. Murphy Veterans Affairs Medical Center, New Mexico Veteran Affairs Healthcare System, Albuquerque, NM, USA
| | - Ellen Herbst
- San Francisco Veteran Affairs Medical Center and University of California - San Francisco, San Francisco, CA, USA
| | - Steven Batki
- San Francisco Veteran Affairs Medical Center and University of California - San Francisco, San Francisco, CA, USA
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26
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Ryan DA, Montoya ID, Koutoujian PJ, Siddiqi K, Hayes E, Jeng PJ, Cadet T, McCollister KE, Murphy SM. Budget impact tool for the incorporation of medications for opioid use disorder into jail/prison facilities. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2023; 146:208943. [PMID: 36880906 PMCID: PMC10084043 DOI: 10.1016/j.josat.2022.208943] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/02/2022] [Revised: 09/02/2022] [Accepted: 12/30/2022] [Indexed: 01/27/2023]
Abstract
BACKGROUND Given the personal and public consequences of untreated/undertreated OUD among persons involved in the justice system, an increasing number of jails and prisons are incorporating medication for opioid use disorder (MOUD) into their system. Estimating the costs of implementing and sustaining a particular MOUD program is vital to detention facilities, which typically face modest, fixed health care budgets. We developed a customizable budget impact tool to estimate the implementation and sustainment costs of numerous MOUD delivery models for detention facilities. METHODS The aim is to describe the tool and present an application of a hypothetical MOUD model. The tool is populated with resources required to implement and sustain various MOUD models in detention facilities. We identified resources via micro-costing techniques alongside randomized clinical trials. The resource-costing method is used to assign values to resources. Resources/costs are categorized as (a) fixed, (b) time-dependent, and (c) variable. Implementation costs include (a), (b), and (c) over a specified timeframe. Sustainment costs include (b) and (c). The MOUD model example entails offering all three FDA-approved medications, with methadone and buprenorphine provided by vendors, and naltrexone by the jail/prison facility. RESULTS Fixed resources/costs are incurred only once, including accreditation fees and trainings. Time-dependent resources/costs are recurring, but fixed over a given time-period; e.g., medication delivery and staff meetings. Variable resources/costs are those that are a direct function of the number of persons treated, such as the medication provided to each patient. Using nationally representative prices, we estimated fixed/sustainment costs to be $2919/patient, over 1 year. This article estimates annual sustainment costs to be $2885/patient. CONCLUSION The tool will serve as a valuable asset to jail/prison leadership, policymakers, and other stakeholders interested in identifying/estimating the resources and costs associated with alternative MOUD delivery models, from the planning stages through sustainment.
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Affiliation(s)
- Danielle A Ryan
- Weill Cornell Medical College, Department of Population Health Sciences, 425 East 61(st) Street, Suite 301, New York, NY 10065, United States of America.
| | - Iván D Montoya
- University of Miami Miller School of Medicine, Department of Public Health Sciences, 1120 N.W. 14(th) Street, Suite 1024, Miami, FL 33136, United States of America
| | - Peter J Koutoujian
- Middlesex House of Corrections and Jail, 269 Treble Cove Rd., North Billerica, MA 01862, United States of America
| | - Kashif Siddiqi
- Middlesex House of Corrections and Jail, 269 Treble Cove Rd., North Billerica, MA 01862, United States of America
| | - Edmond Hayes
- Franklin County Jail, 160 Elm St., Greenfield, MA 01301, United States of America
| | - Philip J Jeng
- Weill Cornell Medical College, Department of Population Health Sciences, 425 East 61(st) Street, Suite 301, New York, NY 10065, United States of America
| | - Techna Cadet
- Weill Cornell Medical College, Department of Population Health Sciences, 425 East 61(st) Street, Suite 301, New York, NY 10065, United States of America
| | - Kathryn E McCollister
- University of Miami Miller School of Medicine, Department of Public Health Sciences, 1120 N.W. 14(th) Street, Suite 1024, Miami, FL 33136, United States of America
| | - Sean M Murphy
- Weill Cornell Medical College, Department of Population Health Sciences, 425 East 61(st) Street, Suite 301, New York, NY 10065, United States of America
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Miller GF, Barnett SB, Wulz AR, Luo F, Florence C. Costs attributable to criminal justice involvement in injuries: a systematic review. Inj Prev 2023; 29:91-100. [PMID: 36600522 PMCID: PMC10101176 DOI: 10.1136/ip-2022-044756] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2022] [Accepted: 11/25/2022] [Indexed: 12/12/2022]
Abstract
CONTEXT Costs related to criminal justice are an important component of the economic burden of injuries; such costs could include police involvement, judicial and corrections costs, among others. If the literature has sufficient information on the criminal justice costs related to injury, it could be added to existing estimates of the economic burden of injury. OBJECTIVE To examine research on injury-related criminal justice costs, and what extent cost information is available by type of injury. DATA SOURCES Medline, PsycINFO, Sociological Abstracts ProQuest, EconLit and National Criminal Justice Reference Service were searched from 1998 to 2021. DATA EXTRACTION Preferred Reporting Items for Systematic reviews and Meta-Analyses was followed for data reporting. RESULTS Overall, 29 studies reported criminal justice costs and the costs of crime vary considerably. CONCLUSIONS This study illustrates possible touchpoints for cost inputs and outputs in the criminal justice pathway, providing a useful conceptualisation for better estimating criminal justice costs of injury in the future. However, better understanding of all criminal justice costs for injury-related crimes may provide justification for prevention efforts and potentially for groups who are disproportionately affected. Future research may focus on criminal justice cost estimates from injuries by demographics to better understand the impact these costs have on particular populations.
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Affiliation(s)
- Gabrielle F Miller
- Division of Injury Prevention, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Sarah Beth Barnett
- Division of Injury Prevention, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Avital Rachelle Wulz
- Division of Injury Prevention, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Feijun Luo
- Division of Injury Prevention, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Curtis Florence
- Division of Injury Prevention, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
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DeJesus J, Shah NR, Franco-Mesa C, Walters ET, Palackic A, Wolf SE. Risk factors for opioid use disorder after severe burns in adults. Am J Surg 2023; 225:400-407. [PMID: 36184330 DOI: 10.1016/j.amjsurg.2022.09.023] [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: 07/27/2022] [Revised: 09/09/2022] [Accepted: 09/18/2022] [Indexed: 11/01/2022]
Abstract
INTRODUCTION Risk factors for opioid dependence amongst burn patients have not been well-explored compared to other surgical fields. METHODS The TrinetX database was queried for patients diagnosed with opioid use disorder (OUD) after thermal or chemical burn. Propensity score matching was performed. Opioid and non-opioid analgesia use, ICU care, surgery, and comparative risks among common opiates were examined using descriptive and univariate regression models, including odds ratios. Subgroup analysis evaluated the impact of multimodal analgesia. RESULTS Odds of receiving IV opioids for acute analgesia (p = <0.0001, OR = 1.80, CI = 1.45-2.25), undergoing surgery (p = <0.0001, OR = 1.58, CI = 1.26-1.98), and ICU care (p = <0.0001, OR = 3.60, CI = 2.00-3.83) after burn injury were higher in patients who developed OUD. Patients receiving multimodal therapy within 24 hours of admission had lower odds of developing OUD (OR = 0.74, CI = 2.76-4.68, p = 0.0001) and chronic pain (OR = 0.89, CI = 0.78-1.00, p = 0.05) regardless of TBSA. CONCLUSION Patients who developed opioid use disorder following burn injury had higher odds of receiving opioid exclusive pain management, more frequent surgery, ICU care.
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Affiliation(s)
- Jana DeJesus
- Department of Surgery, University of Texas Medical Branch, 301 University Blvd., Galveston, TX, 77555, USA.
| | - Nikhil R Shah
- Department of Surgery, University of Texas Medical Branch, 301 University Blvd., Galveston, TX, 77555, USA.
| | - Camila Franco-Mesa
- Department of Surgery, University of Texas Medical Branch, 301 University Blvd., Galveston, TX, 77555, USA.
| | - Elliot T Walters
- Department of Surgery, University of Texas Medical Branch, 301 University Blvd., Galveston, TX, 77555, USA.
| | - Alen Palackic
- Department of Surgery, University of Texas Medical Branch, 301 University Blvd., Galveston, TX, 77555, USA; Division of Plastic, Aesthetic and Reconstructive Surgery, Department of Surgery, Medical University of Graz, Graz, 8036, Austria.
| | - Steven E Wolf
- Department of Surgery, University of Texas Medical Branch, 301 University Blvd., Galveston, TX, 77555, USA.
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Young GJ, Hasan MM, Young LD, Noor-E-Alam M. Treatment Experiences for Patients Receiving Buprenorphine/Naloxone for Opioid Use Disorder: A Qualitative Study of Patients' Perceptions and Attitudes. Subst Use Misuse 2023; 58:512-519. [PMID: 36762464 DOI: 10.1080/10826084.2023.2177111] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/11/2023]
Abstract
Background: Although buprenorphine/naloxone has been demonstrated to be an effective treatment for patients with opioid use disorder (OUD), treatment retention has been a challenge. This study extends what is presently a limited literature regarding patients' experiences with this medication and the implications for treatment retention. Methods: The study was conducted as a qualitative investigation of patients in treatment for OUD at the time of the study. Forty-three patients (27 men, 15 women, mean age 34.7) were recruited from three clinical settings, a community health center, an academically-based treatment site, and an independent substance abuse treatment facility. Most patients had returned to use in the past after attempts to become abstinent. Results: Patients generally reported positive experiences with this medication noting it helped to reduce opioid cravings quickly. As important considerations for treatment retention, patients emphasized a firm commitment to achieving abstinence when beginning treatment and a prescriber who is informed about and attentive to their emotional state. Diverging attitudes did exist regarding treatment duration as some patients were accepting of long-term treatment while others desired a relatively brief option. Among patients who had returned to use, potentially important issues emerged pertaining to the absence of patient outreach for missed medication appointments and inadequate discharge planning following stays at rehabilitation facilities. Conclusions: While results regarding the importance of patient motivation and strong patient-prescriber relationships have been noted in previous studies, other findings regarding opportunities to improve patient outreach and coordination of care have received relatively less attention and warrant further consideration.
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Affiliation(s)
- Gary J Young
- Center for Health Policy and Healthcare Research, Northeastern University, Boston, Massachusetts, USA.,Bouve College of Health Sciences, Northeastern University, Boston, Massachusetts, USA.,D'Amore-Mckim School of Business, Northeastern University, Boston, Massachusetts, USA
| | - Md Mahmudul Hasan
- Department of Pharmaceutical Outcomes and Policy, College of Pharmacy, University of Florida, Gainesville, Florida, USA.,Department of Information Systems and Operations Management, College of Business, University of Florida, Gainesville, USA.,Center for Drug Evaluation and Safety, University of Florida, Gainesville, Florida, USA
| | - Leonard D Young
- Prescription Monitoring Program, Massachusetts Department of Public Health, Boston, Massachusetts, USA
| | - Md Noor-E-Alam
- Center for Health Policy and Healthcare Research, Northeastern University, Boston, Massachusetts, USA.,Department of Mechanical and Industrial Engineering, Northeastern University, Boston, Massachusetts, USA
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Miller WA, Gordon AJ, Clothier BA, Ackland PE, Bounthavong M, Garcia C, Kenny ME, Noorbaloochi S, Hagedorn HJ. Co-occurring implementation strategies: The effects of academic detailing for opioid use disorder campaign on the advancing pharmacological treatments for opioid use disorder (ADaPT-OUD) study. IMPLEMENTATION RESEARCH AND PRACTICE 2023; 4:26334895231199463. [PMID: 37790176 PMCID: PMC10504828 DOI: 10.1177/26334895231199463] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/05/2023] Open
Abstract
Background Barriers at the system, clinician, and patient level limit access to medications for opioid use disorder (MOUD). The Advancing Pharmacological Treatments for Opioid Use Disorder (ADaPT-OUD) study implemented an external facilitation strategy within the Veterans Health Administration (VHA) aimed at facility-level barriers to improve uptake of MOUD. During ADaPT-OUD, an independent Academic Detailing Services Opioid Agonist Treatment of OUD Campaign was co-occurring and aimed to increase evidence-based practice for OUD at the clinician level. While both these initiatives aim to increase MOUD reach, they address different barriers and did not intentionally collaborate. Thus, understanding the interaction between these two independent implementation initiatives and their effect on MOUD reach will further inform and mold future implementation efforts of MOUD. Methods This was a secondary analysis of the ADaPT-OUD study that included 35 VHA facilities in the lowest quartile of MOUD reach; eight received the ADaPT-OUD external facilitation and 27 matched sites received implementation as usual. The number of academic detailing (AD) visits during ADaPT-OUD was used as a proxy for the intensity of Academic Detailing for OUD Campaign activity. The interaction between external facilitation status and AD intensity was evaluated by comparing the change in facility-level MOUD reach. Results There was a general increase in the number of AD visits, in both external facilitation and implementation as usual sites, over the course of ADaPT-OUD's implementation period. A non-statistically significant, positively sloped, linear relationship was observed between average number of AD visits per quarter and change in MOUD reach in facilities also receiving ADaPT-OUD external facilitation that was not observed in the implementation as usual sites. Conclusion Co-occurring initiatives focusing on different barriers to MOUD access have the potential to further increase MOUD in low-performing facilities, but further research into timing, quality, and collaboration between initiatives are warranted.
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Affiliation(s)
- Wendy A. Miller
- Center for Care Delivery and Outcomes Research, Minneapolis Veterans Affairs Health Care System, Minneapolis, MN, USA
- Department of Medicine, University of Minnesota, Minneapolis, MN, USA
| | - Adam J. Gordon
- Vulnerable Veteran Innovative PACT Initiative, Informatics, Decision-Enhancement, and Analytic Sciences (IDEAS) Center, VA Salt Lake City Health Care System, Salt Lake City, UT, USA
- Program for Addiction Research, Clinical Care, Knowledge, and Advocacy (PARCKA), University of Utah School of Medicine, Department of Internal Medicine, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Barbara A. Clothier
- Center for Care Delivery and Outcomes Research, Minneapolis Veterans Affairs Health Care System, Minneapolis, MN, USA
| | - Princess E. Ackland
- Center for Care Delivery and Outcomes Research, Minneapolis Veterans Affairs Health Care System, Minneapolis, MN, USA
- Department of Medicine, University of Minnesota, Minneapolis, MN, USA
| | - Mark Bounthavong
- Health Economics Resource Center, Palo Alto Veterans Affairs HealthCare System, Palo Alto, CA, USA
- Skaggs School of Pharmacy & Pharmaceutical Sciences, University of California San Diego, San Diego, CA, USA
| | - Carla Garcia
- Health Economics Resource Center, Palo Alto Veterans Affairs HealthCare System, Palo Alto, CA, USA
| | - Marie E. Kenny
- Center for Care Delivery and Outcomes Research, Minneapolis Veterans Affairs Health Care System, Minneapolis, MN, USA
| | - Siamak Noorbaloochi
- Center for Care Delivery and Outcomes Research, Minneapolis Veterans Affairs Health Care System, Minneapolis, MN, USA
- Department of Medicine, University of Minnesota, Minneapolis, MN, USA
| | - Hildi J. Hagedorn
- Center for Care Delivery and Outcomes Research, Minneapolis Veterans Affairs Health Care System, Minneapolis, MN, USA
- Department of Psychiatry, University of Minnesota School of Medicine, Minneapolis, MN, USA
- Centers of Excellence in Substance Addiction Treatment and Education, Puget Sound VAHCS, Seattle, WA & Philadelphia VAHCS, Philadelphia, PA, USA
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Ropero Miller JD, Mullen LD, Speaker PJ. The sentinel role of forensic toxicology laboratories to identify and act upon diverse drug threats by addressing toxicology and economic demands. Forensic Sci Int Synerg 2022; 5:100292. [PMID: 36419757 PMCID: PMC9677077 DOI: 10.1016/j.fsisyn.2022.100292] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2022] [Revised: 11/05/2022] [Accepted: 11/07/2022] [Indexed: 11/13/2022]
Affiliation(s)
| | | | - Paul J. Speaker
- John Chambers College of Business & Economics, West Virginia University, United States
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Cuesta S, Burdisso P, Segev A, Kourrich S, Sperandio V. Gut colonization by Proteobacteria alters host metabolism and modulates cocaine neurobehavioral responses. Cell Host Microbe 2022; 30:1615-1629.e5. [PMID: 36323315 PMCID: PMC9669251 DOI: 10.1016/j.chom.2022.09.014] [Citation(s) in RCA: 25] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2022] [Revised: 07/22/2022] [Accepted: 09/14/2022] [Indexed: 11/11/2022]
Abstract
Gut-microbiota membership is associated with diverse neuropsychological outcomes, including substance use disorders (SUDs). Here, we use mice colonized with Citrobacter rodentium or the human γ-Proteobacteria commensal Escherichia coli HS as a model to examine the mechanistic interactions between gut microbes and host responses to cocaine. We find that cocaine exposure increases intestinal norepinephrine levels that are sensed through the bacterial adrenergic receptor QseC to promote intestinal colonization of γ-Proteobacteria. Colonized mice show enhanced host cocaine-induced behaviors. The neuroactive metabolite glycine, a bacterial nitrogen source, is depleted in the gut and cerebrospinal fluid of colonized mice. Systemic glycine repletion reversed, and γ-Proteobacteria mutated for glycine uptake did not alter the host response to cocaine. γ-Proteobacteria modulated glycine levels are linked to cocaine-induced transcriptional plasticity in the nucleus accumbens through glutamatergic transmission. The mechanism outline here could potentially be exploited to modulate reward-related brain circuits that contribute to SUDs.
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Affiliation(s)
- Santiago Cuesta
- Department of Medical Microbiology and Immunology, University of Wisconsin School of Medicine and Public Health, Madison, WI 53706, USA; Department of Microbiology, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA.
| | - Paula Burdisso
- Instituto de Biología Molecular y Celular de Rosario (IBR-CONICET-UNR) and Plataforma Argentina de Biología Estructural y Metabolómica (PLABEM), Rosario, Santa Fe, Argentina
| | - Amir Segev
- Department of Psychiatry, University of Texas Southwestern Medical School, Dallas, TX 75390, USA
| | - Saïd Kourrich
- Département des Sciences Biologiques, Université du Québec à Montréal, Montréal, Canada; The Center of Excellence in Research on Orphan Diseases - Foundation Courtois, Université du Québec à Montréal, Montréal, QC, Canada; Center for Studies in Behavioral Neurobiology, Concordia University, Montreal, QC, Canada
| | - Vanessa Sperandio
- Department of Medical Microbiology and Immunology, University of Wisconsin School of Medicine and Public Health, Madison, WI 53706, USA; Department of Microbiology, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA.
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Dowell D, Ragan KR, Jones CM, Baldwin GT, Chou R. CDC Clinical Practice Guideline for Prescribing Opioids for Pain - United States, 2022. MMWR Recomm Rep 2022; 71:1-95. [PMID: 36327391 PMCID: PMC9639433 DOI: 10.15585/mmwr.rr7103a1] [Citation(s) in RCA: 557] [Impact Index Per Article: 278.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
This guideline provides recommendations for clinicians providing pain care, including those prescribing opioids, for outpatients aged ≥18 years. It updates the CDC Guideline for Prescribing Opioids for Chronic Pain - United States, 2016 (MMWR Recomm Rep 2016;65[No. RR-1]:1-49) and includes recommendations for managing acute (duration of <1 month), subacute (duration of 1-3 months), and chronic (duration of >3 months) pain. The recommendations do not apply to pain related to sickle cell disease or cancer or to patients receiving palliative or end-of-life care. The guideline addresses the following four areas: 1) determining whether or not to initiate opioids for pain, 2) selecting opioids and determining opioid dosages, 3) deciding duration of initial opioid prescription and conducting follow-up, and 4) assessing risk and addressing potential harms of opioid use. CDC developed the guideline using the Grading of Recommendations Assessment, Development, and Evaluation (GRADE) framework. Recommendations are based on systematic reviews of the scientific evidence and reflect considerations of benefits and harms, patient and clinician values and preferences, and resource allocation. CDC obtained input from the Board of Scientific Counselors of the National Center for Injury Prevention and Control (a federally chartered advisory committee), the public, and peer reviewers. CDC recommends that persons with pain receive appropriate pain treatment, with careful consideration of the benefits and risks of all treatment options in the context of the patient's circumstances. Recommendations should not be applied as inflexible standards of care across patient populations. This clinical practice guideline is intended to improve communication between clinicians and patients about the benefits and risks of pain treatments, including opioid therapy; improve the effectiveness and safety of pain treatment; mitigate pain; improve function and quality of life for patients with pain; and reduce risks associated with opioid pain therapy, including opioid use disorder, overdose, and death.
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Hagedorn HJ, Gustavson AM, Ackland PE, Bangerter A, Bounthavong M, Clothier B, Harris AHS, Kenny ME, Noorbaloochi S, Salameh HA, Gordon AJ. Advancing Pharmacological Treatments for Opioid Use Disorder (ADaPT-OUD): an Implementation Trial in Eight Veterans Health Administration Facilities. J Gen Intern Med 2022; 37:3594-3602. [PMID: 34981352 PMCID: PMC8722660 DOI: 10.1007/s11606-021-07274-7] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/22/2021] [Accepted: 11/05/2021] [Indexed: 11/29/2022]
Abstract
BACKGROUND Identifying effective strategies to improve access to medication treatments for opioid use disorder (MOUD) is imperative. Within the Veterans Health Administration (VHA), provision of MOUD varies significantly, requiring development and testing of implementation strategies that target facilities with low provision of MOUD. OBJECTIVE Determine the effectiveness of external facilitation in increasing the provision of MOUD among VHA facilities with low baseline provision of MOUD compared to matched controls. DESIGN Pre-post, block randomized study designed to compare facility-level outcomes in a stratified sample of eligible facilities. Four blocks (two intervention facilities in each) were defined by median splits of both the ratio of patients with OUD receiving MOUD and number of patients with OUD not currently receiving MOUD (i.e., number of actionable patients). Intervention facilities participated in a 12-month implementation intervention. PARTICIPANTS VHA facilities in the lowest quartile of MOUD provision (35 facilities), eight of which were randomly assigned to participate in the intervention (two per block) with twenty-seven serving as matched controls by block. INTERVENTION External facilitation included assessment of local barriers/facilitators, formation of a local implementation team, a site visit for action planning and training/education, cross-facility quarterly calls, monthly coaching calls, and consultation. MAIN MEASURES Pre- to post-change in the facility-level ratio of patients with an OUD diagnosis receiving MOUD compared to control facilities. KEY RESULTS Intervention facilities significantly increased the ratio of patients with OUD receiving MOUD from an average of 18% at baseline to 30% 1 year later, with an absolute difference of 12% (95% confidence interval [CI]: 6.6%, 17.0%). The difference in differences between intervention and control facilities was 3.0% (95% CI: - 0.2%. 6.7%). The impact of the intervention varied by block, with smaller, less complex facilities more likely to outperform matched controls. CONCLUSIONS Intensive external facilitation improved the adoption of MOUD in most low-performing facilities and may enhance adoption beyond other interventions less tailored to individual facility contexts.
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Affiliation(s)
- Hildi J. Hagedorn
- Center for Care Delivery & Outcomes Research, Minneapolis Veterans Affairs Health Care System, 1 Veterans Drive, Mil Code #152, Minneapolis, MN 55417 USA
- Department of Psychiatry, School of Medicine, University of Minnesota, Minneapolis, MN 55455 USA
| | - Allison M. Gustavson
- Center for Care Delivery & Outcomes Research, Minneapolis Veterans Affairs Health Care System, 1 Veterans Drive, Mil Code #152, Minneapolis, MN 55417 USA
| | - Princess E. Ackland
- Center for Care Delivery & Outcomes Research, Minneapolis Veterans Affairs Health Care System, 1 Veterans Drive, Mil Code #152, Minneapolis, MN 55417 USA
- Department of Medicine, University of Minnesota, Minneapolis, MN 55455 USA
| | - Ann Bangerter
- Center for Care Delivery & Outcomes Research, Minneapolis Veterans Affairs Health Care System, 1 Veterans Drive, Mil Code #152, Minneapolis, MN 55417 USA
| | - Mark Bounthavong
- Health Economics Resource Center, Palo Alto Veterans Affairs Health Care System, Palo Alto, CA 94025 USA
- Skaggs School of Pharmacy & Pharmaceutical Sciences, University of California San Diego, San Diego, CA 92093 USA
| | - Barbara Clothier
- Center for Care Delivery & Outcomes Research, Minneapolis Veterans Affairs Health Care System, 1 Veterans Drive, Mil Code #152, Minneapolis, MN 55417 USA
| | - Alex H. S. Harris
- Center for Innovation To Implementation, Palo Alto Veterans Affairs Health Care System, Palo Alto, CA 94025 USA
- Department of Surgery, School of Medicine, Stanford University, Stanford, CA 94305 USA
| | - Marie E. Kenny
- Center for Care Delivery & Outcomes Research, Minneapolis Veterans Affairs Health Care System, 1 Veterans Drive, Mil Code #152, Minneapolis, MN 55417 USA
| | - Siamak Noorbaloochi
- Center for Care Delivery & Outcomes Research, Minneapolis Veterans Affairs Health Care System, 1 Veterans Drive, Mil Code #152, Minneapolis, MN 55417 USA
- Department of Medicine, University of Minnesota, Minneapolis, MN 55455 USA
| | - Hope A. Salameh
- Center for Care Delivery & Outcomes Research, Minneapolis Veterans Affairs Health Care System, 1 Veterans Drive, Mil Code #152, Minneapolis, MN 55417 USA
| | - Adam J. Gordon
- Vulnerable Veteran Innovative PACT (VIP) Initiative; Informatics, Decision-Enhancement, and Analytic Sciences Center (IDEAS, Salt Lake City Veterans Affairs Health Care System, 500 Foothill Drive, Salt Lake City, UT 84148 USA
- Program for Addiction Research, Clinical Care, Knowledge and Advocacy (PARCKA), University of Utah School of Medicine, Department of Internal Medicine, University of Utah School of Medicine, Salt Lake City, UT 84148 USA
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Kim M, Kim S, Suh HS. Economic burden of opioid misuse focused on direct medical costs. Front Pharmacol 2022; 13:928890. [PMID: 36324692 PMCID: PMC9620516 DOI: 10.3389/fphar.2022.928890] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2022] [Accepted: 09/20/2022] [Indexed: 11/13/2022] Open
Abstract
Background: Since their development, synthetic opioids have been used to control pain. With increased opioid use, problematic opioid prescription has also increased, resulting in a growing economic burden. However, there is a paucity of research studies on the economic burden of prescription opioid misuse in Asia, especially South Korea. Objectives: To estimate the incremental economic burden of prescription opioid misuse for the South Korean population. Methods: The National Health Insurance Service-National Sample Cohort database, covering 2% of the South Korean population between 2010 and 2015, was analyzed. Outpatients aged 18 or older who took one or more prescription opioids were selected. Based on their opioid prescription patterns, patients were classified into opioid misuse and non-misuse groups. The direct medical costs per person per year (PPPY) and the incremental economic burden of the opioid misuse group were explored using an exponential conditional model with a suitable distribution and log link function. All analyses were performed using SAS® Enterprise Guide version 9.4, and p < 0.05 was considered statistically significant. Results: The number of patients who had ≥1 opioid prescription was 345,020 including 84,648 (24.53%) in the opioid misuse group and 260,372 (75.47%) in the non-misuse group. The adjusted mean direct medical costs PPPY were estimated to be USD 401 for the opioid misuse group, which is 1.49 times significantly higher than that for the non-misuse group (p < 0.0001). The incremental economic burden of the opioid misuse group in the South Korean population was estimated to be approximately USD 0.52 billion for the period 2010–2015. Conclusion: Prescription opioid misuse was significantly associated with the increased economic burden. Along with proper policies for using opioids, it is necessary to monitor opioid prescription patterns to prevent opioid misuse and reduce the related economic burden.
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Affiliation(s)
- Miryoung Kim
- College of Pharmacy, Pusan National University, Busan, South Korea
| | - Siin Kim
- College of Pharmacy, Kyung Hee University, Seoul, South Korea
| | - Hae Sun Suh
- College of Pharmacy, Kyung Hee University, Seoul, South Korea
- Department of Regulatory Science, Graduate School, Kyung Hee University, Seoul, South Korea
- *Correspondence: Hae Sun Suh,
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Facebook as a source of access to medicines. PLoS One 2022; 17:e0275272. [PMID: 36227918 PMCID: PMC9560064 DOI: 10.1371/journal.pone.0275272] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2022] [Accepted: 09/13/2022] [Indexed: 11/22/2022] Open
Abstract
Over the last decade, we've observed an enormous social media development, which have recently become commercial services. Hence, we aimed to verify if Facebook might be considered as a source of access to medicines. We also intended to identify prescription (Rx) and over the counter (OTC) medicines if available on that platform. The study was conducted from January 2019 to July 2020. We investigated offers of pharmaceuticals posted on Facebook (individual posts and communities) between 2016 and 2019. Medicines were divided into Rx and OTC brands and in accordance with their possible therapeutic use. We verified whether the medicines were for sale, to exchange, or available for free. Posts and groups were investigated for example, by entering the phrase "for free," followed by a city in Poland. Out of 409 offers, 380 (92.91%) concerned Rx brands and 29 (7.09%) OTC brands. 315 (77.02%) medications were available "for free". In 47 (11.49%) cases, an "exchange" was expected, and 47 (11.49%) announcements were marked as "for sale". Cardiovascular medicines (n = 125; 30.56%) were the most popular. There were also antidiabetics (n = 38; 9.29%) and antipsychotics (n = 28; 6.84%). We also found clear candidates for misuse. These were opioids (n = 7; 1.71%), benzodiazepines (n = 2; 0.48%), clomifene (n = 1; 0.24%), and letrozole (n = 1; 0.24%). Facebook provides the possibility of uncontrolled access to medicines. The majority of offers concerned Rx brands, including opioids and benzodiazepines. Medicines offered on Facebook were mainly accessible for free. The scope and the number of medications offered on Facebook should make this issue a hazardous phenomenon.
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Zhang J, Song C, Dai J, Li L, Yang X, Chen Z. Mechanism of opioid addiction and its intervention therapy: Focusing on the reward circuitry and mu-opioid receptor. MedComm (Beijing) 2022; 3:e148. [PMID: 35774845 PMCID: PMC9218544 DOI: 10.1002/mco2.148] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2021] [Revised: 05/03/2022] [Accepted: 05/07/2022] [Indexed: 11/09/2022] Open
Abstract
Opioid abuse and addiction have become a global pandemic, posing tremendous health and social burdens. The rewarding effects and the occurrence of withdrawal symptoms are the two mainstays of opioid addiction. Mu-opioid receptors (MORs), a member of opioid receptors, play important roles in opioid addiction, mediating both the rewarding effects of opioids and opioid withdrawal syndrome (OWS). The underlying mechanism of MOR-mediated opioid rewarding effects and withdrawal syndrome is of vital importance to understand the nature of opioid addiction and also provides theoretical basis for targeting MORs to treat drug addiction. In this review, we first briefly introduce the basic concepts of MORs, including their structure, distribution in the nervous system, endogenous ligands, and functional characteristics. We focused on the brain circuitry and molecular mechanism of MORs-mediated opioid reward and withdrawal. The neuroanatomical and functional elements of the neural circuitry of the reward system underlying opioid addiction were thoroughly discussed, and the roles of MOR within the reward circuitry were also elaborated. Furthermore, we interrogated the roles of MORs in OWS, along with the structural basis and molecular adaptions of MORs-mediated withdrawal syndrome. Finally, current treatment strategies for opioid addiction targeting MORs were also presented.
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Affiliation(s)
- Jia‐Jia Zhang
- National Translational Science Center for Molecular Medicine & Department of Cell BiologyThe Fourth Military Medical UniversityXi'anChina
| | - Chang‐Geng Song
- Department of NeurologyXijing HospitalThe Fourth Military Medical UniversityXi'anChina
| | - Ji‐Min Dai
- Department of Hepatobiliary SurgeryXijing HospitalThe Fourth Military Medical UniversityXi'anChina
| | - Ling Li
- National Translational Science Center for Molecular Medicine & Department of Cell BiologyThe Fourth Military Medical UniversityXi'anChina
| | - Xiang‐Min Yang
- National Translational Science Center for Molecular Medicine & Department of Cell BiologyThe Fourth Military Medical UniversityXi'anChina
| | - Zhi‐Nan Chen
- National Translational Science Center for Molecular Medicine & Department of Cell BiologyThe Fourth Military Medical UniversityXi'anChina
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Vuolo M, Frizzell LC, Kelly BC. Surveillance, Self-Governance, and Mortality: The Impact of Prescription Drug Monitoring Programs on U.S. Overdose Mortality, 2000-2016. JOURNAL OF HEALTH AND SOCIAL BEHAVIOR 2022; 63:337-356. [PMID: 35001700 DOI: 10.1177/00221465211067209] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
Policy mechanisms shaping population health take numerous forms, from behavioral prohibitions to mandates for action to surveillance. Rising drug overdoses undermined the state's ability to promote population-level health. Using the case of prescription drug monitoring programs (PDMPs), we contend that PDMP implementation highlights state biopower operating via mechanisms of surveillance, whereby prescribers, pharmacists, and patients perceive agency despite choices being constrained. We consider whether such surveillance mechanisms are sufficient or if prescriber/dispenser access or requirements for use are necessary for population health impact. We test whether PDMPs reduced overdose mortality while considering that surveillance may require time to reach effectiveness. PDMPs reduced opioid overdose mortality 2 years postimplementation and sustained effects, with similar effects for prescription opioids, benzodiazepines, and psychostimulants. Access or mandates for action do not reduce mortality beyond surveillance. Overall, PDMP effects on overdose mortality are likely due to self-regulation under surveillance rather than mandated action.
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Affiliation(s)
- Mike Vuolo
- The Ohio State University, Columbus, OH, USA
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Marsden J, Kelleher M, Hoare Z, Hughes D, Bisla J, Cape A, Cowden F, Day E, Dewhurst J, Evans R, Hearn A, Kelly J, Lowry N, McCusker M, Murphy C, Murray R, Myton T, Quarshie S, Scott G, Turner S, Vanderwaal R, Wareham A, Gilvarry E, Mitcheson L. Extended-release pharmacotherapy for opioid use disorder (EXPO): protocol for an open-label randomised controlled trial of the effectiveness and cost-effectiveness of injectable buprenorphine versus sublingual tablet buprenorphine and oral liquid methadone. Trials 2022; 23:697. [PMID: 35986418 PMCID: PMC9389497 DOI: 10.1186/s13063-022-06595-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Accepted: 07/25/2022] [Indexed: 01/04/2023] Open
Abstract
BACKGROUND Sublingual tablet buprenorphine (BUP-SL) and oral liquid methadone (MET) are the daily, standard-of-care (SOC) opioid agonist treatment medications for opioid use disorder (OUD). A sizable proportion of the OUD treatment population is not exposed to sufficient treatment to attain the desired clinical benefit. Two promising therapeutic technologies address this deficit: long-acting injectable buprenorphine and personalised psychosocial interventions (PSI). This study will determine (A) the effectiveness and cost-effectiveness - monthly injectable, extended-release (BUP-XR) in a head-to-head comparison with BUP-SL and MET, and (B) the effectiveness of BUP-XR with adjunctive PSI versus BUP-SL and MET with PSI. Safety, retention, craving, substance use, quality-adjusted life years, social functioning, and subjective recovery from OUD will be also evaluated. METHODS This is a pragmatic, multi-centre, open-label, parallel-group, superiority RCT, with a qualitative (mixed-methods) evaluation. The study population is adults. The setting is five National Health Service community treatment centres in England and Scotland. At each centre, participants will be randomly allocated (1:1) to BUP-XR or SOC. At the London study co-ordinating centre, there will also be allocation of participants to BUP-XR with PSI or SOC with PSI. With 24 weeks of study treatment, the primary outcome is days of abstinence from non-medical opioids during study weeks 2-24 combined with up to 12 urine drug screen tests for opioids. For 90% power (alpha, 5%; 15% inflation for attrition), 304 participants are needed for the BUP-XR versus SOC comparison. With the same planning parameters, 300 participants are needed for the BUP-XR and PSI versus SOC and PSI comparison. Statistical and health economic analysis plans will be published before data-lock on the Open Science Framework. Findings will be reported in accordance with the Consolidated Standards of Reporting Trials and Consolidated Health Economic Evaluation Reporting Standards. DISCUSSION This pragmatic randomised controlled trial is the first evaluation of injectable BUP-XR versus the SOC medications BUP-SL and MET, with personalised PSI. If there is evidence for the superiority of BUP-XR over SOC medication, study findings will have substantial implications for OUD clinical practice and treatment policy in the UK and elsewhere. TRIAL REGISTRATION EU Clinical Trials register 2018-004460-63.
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Affiliation(s)
- John Marsden
- Addictions Department, Institute of Psychiatry, Psychology & Neuroscience, Division of Academic Psychiatry, King's College London, Addiction Sciences Building, 4 Windsor Walk, Denmark Hill, London, SE5 8AF, UK.
- South London & Maudsley NHS Foundation Trust, London, UK.
| | - Mike Kelleher
- South London & Maudsley NHS Foundation Trust, London, UK
| | - Zoë Hoare
- School of Health Sciences, Bangor University, Bangor, Wales, UK
| | - Dyfrig Hughes
- Centre for Health Economics and Medicines Evaluation, Bangor University, Bangor, Wales, UK
| | - Jatinder Bisla
- King's Clinical Trials Unit, Research Management and Innovation Directorate, King's College London, London, UK
| | - Angela Cape
- King's Clinical Trials Unit, Research Management and Innovation Directorate, King's College London, London, UK
| | | | - Edward Day
- Birmingham & Solihull Mental Health, NHS Foundation Trust, Birmingham, UK
| | - Jonathan Dewhurst
- Addictions Division, Greater Manchester Mental Health NHS Foundation Trust, Manchester, UK
| | - Rachel Evans
- School of Health Sciences, Bangor University, Bangor, Wales, UK
| | - Andrea Hearn
- Northumberland, Tyne & Wear NHS Foundation Trust, Newcastle Addictions Service, Newcastle Upon Tyne, UK
| | - Joanna Kelly
- King's Clinical Trials Unit, Research Management and Innovation Directorate, King's College London, London, UK
| | - Natalie Lowry
- Addictions Department, Institute of Psychiatry, Psychology & Neuroscience, Division of Academic Psychiatry, King's College London, Addiction Sciences Building, 4 Windsor Walk, Denmark Hill, London, SE5 8AF, UK
- South London & Maudsley NHS Foundation Trust, London, UK
| | - Martin McCusker
- Patient and Public Involvement Representative, Lambeth Service User Council, South London & Maudsley NHS Foundation Trust, London, UK
| | - Caroline Murphy
- King's Clinical Trials Unit, Research Management and Innovation Directorate, King's College London, London, UK
| | - Robert Murray
- Northumberland, Tyne & Wear NHS Foundation Trust, Newcastle Addictions Service, Newcastle Upon Tyne, UK
| | - Tracey Myton
- Addictions Division, Greater Manchester Mental Health NHS Foundation Trust, Manchester, UK
| | - Sophie Quarshie
- Northumberland, Tyne & Wear NHS Foundation Trust, Newcastle Addictions Service, Newcastle Upon Tyne, UK
| | - Gemma Scott
- South London & Maudsley NHS Foundation Trust, London, UK
| | - Sophie Turner
- South London & Maudsley NHS Foundation Trust, London, UK
| | - Rob Vanderwaal
- South London & Maudsley NHS Foundation Trust, London, UK
| | - April Wareham
- Patient and Public Involvement Representative, London, UK
| | - Eilish Gilvarry
- Northumberland, Tyne & Wear NHS Foundation Trust, Newcastle Addictions Service, Newcastle Upon Tyne, UK
| | - Luke Mitcheson
- Addictions Department, Institute of Psychiatry, Psychology & Neuroscience, Division of Academic Psychiatry, King's College London, Addiction Sciences Building, 4 Windsor Walk, Denmark Hill, London, SE5 8AF, UK
- South London & Maudsley NHS Foundation Trust, London, UK
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40
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Swiggett SJ, Ciminero ML, Weisberg MD, Vakharia RM, Sadeghpour R, Choueka J. Implant-related complications in patients with opioid use disorder undergoing primary shoulder arthroplasties: a matched-controlled analysis. Shoulder Elbow 2022; 14:395-401. [PMID: 35846397 PMCID: PMC9284306 DOI: 10.1177/1758573221994790] [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: 10/20/2020] [Accepted: 01/26/2021] [Indexed: 11/15/2022]
Abstract
BACKGROUND The purpose of this study was to investigate whether patients undergoing primary shoulder arthroplasty with opioid use disorder have higher rates of (1) implant-related complications; (2) in-hospital lengths of stay; (3) readmission rates; and (4) costs of care. METHODS Opioid use disorder patients undergoing primary shoulder arthroplasty were queried and matched in a 1:5 ratio to controls by age, sex, and medical comorbidities within the Medicare database. The query yielded 25,489 patients with (n = 4253) and without (n = 21,236) opioid use disorder. Primary outcomes analyzed included: 2-year implant related complications, in-hospital lengths of stay, 90-day readmission rates, and 90-day costs of care. A p value less than 0.01 was considered statistically significant. RESULTS Opioid use disorder patients had significantly longer in-hospital lengths of stay (3 days vs. 2 days; p < 0.0001) compared to matched controls. Opioid use disorder patients were also found to have higher incidence and odds (OR) of readmission rates (12.84 vs. 7.45%; OR: 1.16, p < 0.0001) and implant-related complications (20.03 vs. 7.95%; OR: 1.82, p < 0.0001). Study group patients also incurred significantly higher 90-day costs of care ($16,918.85 vs. $15,195.37, p < 0.0001). DISCUSSION This study can be used to help further augment efforts to reduce opioid prescriptions from healthcare providers in shoulder arthroplasty settings.
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Affiliation(s)
| | | | | | - Rushabh M Vakharia
- Rushabh M Vakharia, Maimonides Medical Center, 4802
10th Avenue, Brooklyn, NY 11219, USA.
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41
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Huizinga JL, Stanley EE, Sullivan JK, Song S, Hunter DJ, Paltiel AD, Neogi T, Edwards RR, Katz JN, Losina E. Societal Cost of Opioid Use in Symptomatic Knee Osteoarthritis Patients in the United States. Arthritis Care Res (Hoboken) 2022; 74:1349-1358. [PMID: 33629485 PMCID: PMC8382774 DOI: 10.1002/acr.24581] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2020] [Revised: 12/18/2020] [Accepted: 02/12/2021] [Indexed: 01/12/2023]
Abstract
OBJECTIVE Symptomatic knee osteoarthritis (SKOA) is a chronic, disabling condition, requiring long-term pain management; over 800,000 SKOA patients in the US use opioids on a prolonged basis. We aimed to characterize the societal economic burden of opioid use in this population. METHODS We used the Osteoarthritis Policy Model, a validated computer simulation of SKOA, to estimate the opioid-related lifetime and annual cost generated by the US SKOA population. We included direct medical, lost productivity, criminal justice, and diversion costs. We modeled the SKOA cohort with a mean ± SD age of 54 ± 14 years and Western Ontario and McMaster Universities Osteoarthritis Index pain score of 29 ± 17 (0-100, 100 = worst). We estimated annual costs of strong ($1,381) and weak ($671) opioid regimens using Medicare fee schedules, Red Book, the Federal Supply Schedule, and published literature. The annual lost productivity and criminal justice costs of opioid use disorder (OUD), obtained from published literature, were $11,387 and $4,264, per-person, respectively. The 2015-2016 Medicare Current Beneficiary Survey provided OUD prevalence. We conducted sensitivity analyses to examine the robustness of our estimates to uncertainty in input parameters. RESULTS Assuming 5.1% prevalence of prolonged strong opioid use, the total lifetime opioid-related cost generated by the US SKOA population was estimated at $14.0 billion, of which only $7.45 billion (53%) were direct medical costs. CONCLUSION Lost productivity, diversion, and criminal justice costs comprise approximately half of opioid-related costs generated by the US SKOA population. Reducing prolonged opioid use may lead to a meaningful reduction in societal costs that can be used for other public health causes.
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Affiliation(s)
- Jamie L. Huizinga
- Orthopaedic and Arthritis Center for Outcomes Research, Brigham and Women’s Hospital, Boston, Massachusetts, United States of America
| | - Elizabeth E. Stanley
- Orthopaedic and Arthritis Center for Outcomes Research, Brigham and Women’s Hospital, Boston, Massachusetts, United States of America
| | - James K. Sullivan
- Orthopaedic and Arthritis Center for Outcomes Research, Brigham and Women’s Hospital, Boston, Massachusetts, United States of America
| | - Shuang Song
- Orthopaedic and Arthritis Center for Outcomes Research, Brigham and Women’s Hospital, Boston, Massachusetts, United States of America
| | - David J. Hunter
- Institute of Bone and Joint Research, Kolling Institute, University of Sydney and Rheumatology Department, Royal North Shore Hospital, Sydney, Australia
| | - A. David Paltiel
- Public Health Modeling Unit, Yale School of Public Health, New Haven, CT, United States of America
| | - Tuhina Neogi
- Boston University School of Medicine, Boston, Massachusetts, United States of America
| | - Robert R. Edwards
- Department of Anesthesiology, Perioperative and Pain Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, United States of America
| | - Jeffrey N. Katz
- Orthopaedic and Arthritis Center for Outcomes Research, Brigham and Women’s Hospital, Boston, Massachusetts, United States of America
- Harvard Medical School, Boston, Massachusetts, United States of America
- Division of Rheumatology, Inflammation and Immunity, Brigham and Women’s Hospital, Boston, Massachusetts, United States of America
- Department of Epidemiology and Environmental Health, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, United States of America
| | - Elena Losina
- Orthopaedic and Arthritis Center for Outcomes Research, Brigham and Women’s Hospital, Boston, Massachusetts, United States of America
- Harvard Medical School, Boston, Massachusetts, United States of America
- Division of Rheumatology, Inflammation and Immunity, Brigham and Women’s Hospital, Boston, Massachusetts, United States of America
- Department of Biostatistics, Boston University School of Public Health, Boston, Massachusetts, United States of America
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Hasan MM, Noor-E-Alam M, Shi J, Young LD, Young GJ. Long-term patient outcomes following buprenorphine/naloxone treatment for opioid use disorder: a retrospective analysis in a commercially insured population. THE AMERICAN JOURNAL OF DRUG AND ALCOHOL ABUSE 2022; 48:481-491. [PMID: 35670828 DOI: 10.1080/00952990.2022.2065638] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/02/2021] [Revised: 03/23/2022] [Accepted: 04/05/2022] [Indexed: 06/15/2023]
Abstract
Background: While buprenorphine/naloxone (buprenorphine) has been demonstrated to be an effective medication for treating opioid use disorder (OUD), an important question exists about how long patients should remain in treatment.Objective: To examine the relationship between treatment duration and patient outcomes for individuals with OUD who have been prescribed buprenorphine.Methods: We conducted a retrospective, longitudinal study using the Massachusetts All Payer Claims Database, 2013 to 2017. The study comprised over 2,500 patients, approximately one-third of whom were female, who had been prescribed buprenorphine for OUD. The outcomes were hospitalizations and emergency room (ER) visits at 36 months following treatment initiation and 12 months following treatment discontinuation. Patients were classified into four groups based on treatment duration and medication adherence: poor adherence, duration <12 months; good adherence, duration <6 months; good adherence, duration 6 to 12 months, and good adherence, duration >12 months. We conducted analyses at the patient level of the relationship between duration and outcomes.Results: Better outcomes were observed for patients whose duration was greater than 12 months. Patients in the other groups had higher odds of hospitalization at 36 months following treatment initiation: poor adherence (2.71), <6 months (1.53), and 6 to 12 months (1.42). They also had higher odds of ER visits: poor adherence (1.69), <6 months (1.51), and 6 to 12 months (1.30). Similar results were observed following treatment discontinuation.Conclusions: OUD treatment with buprenorphine should be continued for at least 12 months to reduce hospitalizations and ED visits.
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Affiliation(s)
- Md Mahmudul Hasan
- Department of Mechanical and Industrial Engineering, College of Engineering, Center for Health Policy and Healthcare Research, Northeastern University, Boston, MA, USA
| | - Md Noor-E-Alam
- Department of Mechanical and Industrial Engineering, College of Engineering, Center for Health Policy and Healthcare Research, Northeastern University, Boston, MA, USA
| | - Jiesheng Shi
- Department of Mechanical and Industrial Engineering, College of Engineering, Northeastern University, Boston, MA, USA
| | - Leonard D Young
- Massachusetts Department of Public Health, Prescription Monitoring Program, Boston, MA, USA
| | - Gary J Young
- School of Business, Bouve College of Health Sciences, Center for Health Policy and Healthcare Research, Northeastern UniversityD'Amore-McKim, Boston, MA, USA
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Shah-Mohammadi F, Cui W, Bachi K, Hurd Y, Finkelstein J. Using Natural Language Processing of Clinical Notes to Predict Outcomes of Opioid Treatment Program. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2022; 2022:4415-4420. [PMID: 36085896 PMCID: PMC9472807 DOI: 10.1109/embc48229.2022.9871960] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
Potential of natural language processing (NLP) in extracting patient's information from clinical notes of opioid treatment programs (OTP) and leveraging it in development of predictive models has not been fully explored. The goal of this study was to assess potential of NLP in identifying legal, social, mental, medical and family environment-based determinants of distress from clinical narratives of patients with opioid addiction, and then using this information in predicting OTP outcomes. Around 63% of patients reported improvements after completing OTP. We compared the results of logistics regression and random forest for predictive modeling. Random forest model performed slightly better than logistic regression (75% F1 score) with 74% accuracy. Clinical Relevance- Psychiatric and medical disorders, social, legal and family-based distress are important determinants of distress in patients enrolled in OTP. These information are often recorded in clinical notes. Extraction of this information and their utilization as features in machine learning models will lead to the enhancement of the performance of the OTP outcome predictive models.
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44
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Lenert LA, Zhu V, Jennings L, McCauley JL, Obeid JS, Ward R, Hassanpour S, Marsch LA, Hogarth M, Shipman P, Harris DR, Talbert JC. Enhancing research data infrastructure to address the opioid epidemic: the Opioid Overdose Network (O2-Net). JAMIA Open 2022; 5:ooac055. [PMID: 35783072 PMCID: PMC9243402 DOI: 10.1093/jamiaopen/ooac055] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2021] [Revised: 02/11/2022] [Accepted: 06/17/2022] [Indexed: 02/05/2023] Open
Abstract
Opioid Overdose Network is an effort to generalize and adapt an existing research data network, the Accrual to Clinical Trials (ACT) Network, to support design of trials for survivors of opioid overdoses presenting to emergency departments (ED). Four institutions (Medical University of South Carolina [MUSC], Dartmouth Medical School [DMS], University of Kentucky [UK], and University of California San Diego [UCSD]) worked to adapt the ACT network. The approach that was taken to enhance the ACT network focused on 4 activities: cloning and extending the ACT infrastructure, developing an e-phenotype and corresponding registry, developing portable natural language processing tools to enhance data capture, and developing automated documentation templates to enhance extended data capture. Overall, initial results suggest that tailoring of existing multipurpose federated research networks to specific tasks is feasible; however, substantial efforts are required for coordination of the subnetwork and development of new tools for extension of available data. The initial output of the project was a new approach to decision support for the prescription of naloxone for home use in the ED, which is under further study within the network.
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Affiliation(s)
- Leslie A Lenert
- Biomedical Informatics Center, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Vivienne Zhu
- Biomedical Informatics Center, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Lindsey Jennings
- Department of Emergency Medicine, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Jenna L McCauley
- Department of Psychiatry, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Jihad S Obeid
- Biomedical Informatics Center, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Ralph Ward
- Department of Public Health Sciences, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Saeed Hassanpour
- Biomedical Data Science Department, Geisel School of Medicine, Dartmouth College, Lebanon, New Hampshire, USA
| | - Lisa A Marsch
- Center for Technology and Behavioral Health, Geisel School of Medicine, Dartmouth College, Lebanon, New Hampshire, USA
| | - Michael Hogarth
- Department of Biomedical Informatics, University of California San Diego, San Diego, California, USA
| | - Perry Shipman
- Altman Clinical and Translational Research Institute, University of California San Diego, San Diego, California, USA
| | - Daniel R Harris
- Institute for Biomedical Informatics, University of Kentucky, Lexington, Kentucky, USA
| | - Jeffery C Talbert
- Institute for Biomedical Informatics, University of Kentucky, Lexington, Kentucky, USA
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Peluso H, Mujadzic H, Abougergi MS, Mujadzic T, Azefor TB, Caffrey J. Opioid dependence and treatment outcomes among patients with burn injury. Burns 2022; 48:774-784. [PMID: 34922783 DOI: 10.1016/j.burns.2021.07.018] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2020] [Revised: 06/24/2021] [Accepted: 07/22/2021] [Indexed: 12/15/2022]
Abstract
BACKGROUND Patients with burn injuries cause significant healthcare economic burden, often utilising extra-hospital resources, caregiving, and specialized care. METHODS We present a retrospective cohort analysis of the hospitalized patients in the USA with a primary diagnosis of burn injury. Opioid dependence was identified using ICD-10 CM codes. The 30-day all-cause readmission rate was the main outcome while secondary outcomes were inhospital mortality rate, resource utilization which included hospital length of stay, total hospitalization costs and charges and surgical procedures for burn injury treatment as well as the most important five principal diagnoses for admission and readmission. RESULTS Out of 22,348 patients included in the study, 597 had opioid dependence. Older patients (43 years, range: 38.6-47.2 years) as well as males (70.8%) were more likely to be opioid dependent. Opioid dependence was associated with higher 30-day readmission rates (aOR: 1.83, 95% confidence interval (CI): 1.30-2.57, p-value: <0.01), higher total hospitalization costs (aMD: $14,981, CI: $3820-$26,142, p-value: 0.01), total hospitalization charges (aMD: $47,078, CI: -$5093 to $89,063, p-value: 0.03), and a shorter mean length of stay (aMD: 5.13 days, CI: 2.60-7.66, p-value: <0.01). However, patients with and without opioid dependence had similar in-hospital mortality rates (aOR: 0.27, CI: 0.06-1.28, p-value: 0.10). CONCLUSION We are the first to our knowledge to report the association of treatment outcomes and opioid dependence in patients hospitalized at the national level with a burn injury. We show that there were higher 30-day all-cause readmission rates and in-hospital resource utilization among patients with opioid-dependence.
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Affiliation(s)
- Heather Peluso
- Division of Plastic and Reconstructive Surgery, Department of Surgery, Temple University Hospital and Lewis Katz School of Medicine, Philadelphia, PA, USA; Catalyst Medical Consulting, 722 Elmbrook Drive, Simpsonville, SC 29681, USA.
| | - Hata Mujadzic
- Department of Internal Medicine, Prisma Health Midlands, 5 Medical Park Road, Columbia, SC 29203, USA.
| | - Marwan S Abougergi
- Catalyst Medical Consulting, 722 Elmbrook Drive, Simpsonville, SC 29681, USA; Division of Gastroenterology, Department of Internal Medicine, Prisma Health Midlands, 5 Medical Park Road, Columbia, SC 29203, USA.
| | - Tariq Mujadzic
- Department of Surgery, Division of Plastic Surgery, Prisma Health Midlands, 5 Medical Park Road, Columbia, SC 29203, USA.
| | - Tangwan B Azefor
- Department of Anesthesia & Critical Care Medicine, Johns Hopkins Bayview Medical Center, 4940 Eastern Ave, Baltimore, MD 21224, USA.
| | - Julie Caffrey
- Department of Plastic and Reconstructive Surgery, Johns Hopkins University Medical Center, Burn Unit, Bayview Campus, 4940 Eastern Ave, Baltimore, MD 21224, USA.
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Jiang W, Tang M, Yang L, Zhao X, Gao J, Jiao Y, Li T, Tie C, Gao T, Han Y, Jiang JD. Analgesic Alkaloids Derived From Traditional Chinese Medicine in Pain Management. Front Pharmacol 2022; 13:851508. [PMID: 35620295 PMCID: PMC9127080 DOI: 10.3389/fphar.2022.851508] [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: 01/10/2022] [Accepted: 04/25/2022] [Indexed: 11/13/2022] Open
Abstract
Chronic pain is one of the most prevalent health problems. The establishment of chronic pain is complex. Current medication for chronic pain mainly dependent on anticonvulsants, tricyclic antidepressants and opioidergic drugs. However, they have limited therapeutic efficacy, and some even with severe side effects. We turned our interest into alkaloids separated from traditional Chinese medicine (TCM), that usually act on multiple drug targets. In this article, we introduced the best-studied analgesic alkaloids derived from TCM, including tetrahydropalmatine, aloperine, oxysophocarpine, matrine, sinomenine, ligustrazine, evodiamine, brucine, tetrandrine, Stopholidine, and lappaconitine, focusing on their mechanisms and potential clinical applications. To better describe the mechanism of these alkaloids, we adopted the concept of drug-cloud (dCloud) theory. dCloud illustrated the full therapeutic spectrum of multitarget analgesics with two dimensions, which are “direct efficacy”, including inhibition of ion channels, activating γ-Aminobutyric Acid/opioid receptors, to suppress pain signal directly; and “background efficacy”, including reducing neuronal inflammation/oxidative stress, inhibition of glial cell activation, restoring the balance between excitatory and inhibitory neurotransmission, to cure the root causes of chronic pain. Empirical evidence showed drug combination is beneficial to 30–50% chronic pain patients. To promote the discovery of effective analgesic combinations, we introduced an ancient Chinese therapeutic regimen that combines herbal drugs with “Jun”, “Chen”, “Zuo”, and “Shi” properties. In dCloud, “Jun” drug acts directly on the major symptom of the disease; “Chen” drug generates major background effects; “Zuo” drug has salutary and supportive functions; and “Shi” drug facilitates drug delivery to the targeted tissue. Subsequently, using this concept, we interpreted the therapeutic effect of established analgesic compositions containing TCM derived analgesic alkaloids, which may contribute to the establishment of an alternative drug discovery model.
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Affiliation(s)
- Wei Jiang
- Zhejiang Zhenyuan Pharmaceutical Co., Ltd., Shaoxing, China
| | - Mingze Tang
- State Key Laboratory of Bioactive Substances and Function of Natural Medicine, Institute of Materia Medica, Chinese Academy of Medical Sciences, Beijing, China
| | - Limin Yang
- Zhejiang Zhenyuan Pharmaceutical Co., Ltd., Shaoxing, China
| | - Xu Zhao
- First Clinical Division, Peking University Hospital of Stomatology, Beijing, China
| | - Jun Gao
- Department of Neurosurgery, Peking Union Medical College Hospital, Chinese Academy of Medicine Sciences & Peking Union Medical College, Beijing, China
| | - Yue Jiao
- Beijing Key Laboratory of Traditional Chinese Medicine Basic Research on Prevention and Treatment of Major Diseases, Experimental Research Center, China Academy of Chinese Medical Sciences, Beijing, China
| | - Tao Li
- Beijing Key Laboratory of Traditional Chinese Medicine Basic Research on Prevention and Treatment of Major Diseases, Experimental Research Center, China Academy of Chinese Medical Sciences, Beijing, China
| | - Cai Tie
- State Key Laboratory of Coal Resources and Safety Mining, China University of Mining and Technology, Beijing, China.,School of Chemical and Environmental Engineering, China University of Mining and Technology, Beijing, China
| | - Tianle Gao
- State Key Laboratory of Bioactive Substances and Function of Natural Medicine, Institute of Materia Medica, Chinese Academy of Medical Sciences, Beijing, China.,Research Unit of Digestive Tract Microecosystem Pharmacology and Toxicology, Chinese Academy of Medical Sciences, Beijing, China
| | - Yanxing Han
- State Key Laboratory of Bioactive Substances and Function of Natural Medicine, Institute of Materia Medica, Chinese Academy of Medical Sciences, Beijing, China
| | - Jian-Dong Jiang
- State Key Laboratory of Bioactive Substances and Function of Natural Medicine, Institute of Materia Medica, Chinese Academy of Medical Sciences, Beijing, China.,Research Unit of Digestive Tract Microecosystem Pharmacology and Toxicology, Chinese Academy of Medical Sciences, Beijing, China
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DiMaggio D, Brockett AT, Shuster M, Murkli S, Zhai C, King D, O'Dowd B, Cheng M, Brady K, Briken V, Roesch MR, Isaacs L. Anthracene-Walled Acyclic CB[n] Receptors: in vitro and in vivo Binding Properties toward Drugs of Abuse. ChemMedChem 2022; 17:e202200046. [PMID: 35238177 PMCID: PMC9119912 DOI: 10.1002/cmdc.202200046] [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: 01/24/2022] [Revised: 03/01/2022] [Indexed: 11/07/2022]
Abstract
We report studies of the interaction of six acyclic CB[n]-type receptors toward a panel of drugs of abuse by a combination of isothermal titration calorimetry and 1 H NMR spectroscopy. Anthracene walled acyclic CB[n] host (M3) displays highest binding affinity toward methamphetamine (Kd =15 nM) and fentanyl (Kd =4 nM). Host M3 is well tolerated by Hep G2 and HEK 293 cells up to 100 μM according to MTS metabolic and adenylate kinase release assays. An in vivo maximum tolerated dose study with Swiss Webster mice showed no adverse effects at the highest dose studied (44.7 mg kg-1 ). Host M3 is not mutagenic based on the Ames fluctuation test and does not inhibit the hERG ion channel. In vivo efficacy studies showed that pretreatment of mice with M3 significantly reduces the hyperlocomotion after treatment with methamphetamine, but M3 does not function similarly when administered 30 seconds after methamphetamine.
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Affiliation(s)
- Delaney DiMaggio
- Department of Chemistry and Biochemistry, University of Maryland, College Park, MD 20742, USA
| | - Adam T Brockett
- Department of Psychology and Program in Neuroscience and Cognitive Science (NACS), University of Maryland, College Park, MD 20742, USA
| | - Michael Shuster
- Department of Cell Biology and Molecular Genetics, University of Maryland, College Park, MD 20742, USA
| | - Steven Murkli
- Department of Chemistry and Biochemistry, University of Maryland, College Park, MD 20742, USA
| | - Canjia Zhai
- Department of Chemistry and Biochemistry, University of Maryland, College Park, MD 20742, USA
| | - David King
- Department of Chemistry and Biochemistry, University of Maryland, College Park, MD 20742, USA
| | - Brona O'Dowd
- Department of Chemistry and Biochemistry, University of Maryland, College Park, MD 20742, USA
| | - Ming Cheng
- Department of Chemistry and Biochemistry, University of Maryland, College Park, MD 20742, USA
| | - Kimberly Brady
- Department of Chemistry and Biochemistry, University of Maryland, College Park, MD 20742, USA
| | - Volker Briken
- Department of Cell Biology and Molecular Genetics, University of Maryland, College Park, MD 20742, USA
| | - Matthew R Roesch
- Department of Psychology and Program in Neuroscience and Cognitive Science (NACS), University of Maryland, College Park, MD 20742, USA
| | - Lyle Isaacs
- Department of Chemistry and Biochemistry, University of Maryland, College Park, MD 20742, USA
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48
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Vuolo M, Kelly BC. Effects of County-Level Opioid Dispensing Rates on Individual-Level Patterns of Prescription Opioid and Heroin Consumption: Evidence From National U.S. Data. Am J Psychiatry 2022; 179:305-311. [PMID: 34875874 PMCID: PMC8976704 DOI: 10.1176/appi.ajp.2021.21060602] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
OBJECTIVE The authors examined directly whether county-level changes in opioid dispensing rates affect individual-level prescription opioid misuse, frequency of use, and dependence, as well as the same outcomes for heroin. METHODS Using data from the restricted-access National Survey on Drug Use and Health, the Centers for Disease Control and Prevention's retail opioid prescription database, the Prescription Drug Abuse Policy System, and the U.S. Census, the authors applied fixed-effects models to determine whether county-level dispensing rates affected prescription opioid outcomes as intended and whether changes in rates adversely affected heroin use outcomes. Bayes factors were used to confirm evidence for null findings. RESULTS The sample included 748,800 respondents age 12 and older from 2006 to 2016. The odds of prescription opioid misuse, increased frequency of misuse, and dependence were 7.2%, 3.5%, and 10.4% higher, respectively, per standard deviation increase in the county-level opioid dispensing rate per 100 persons. There was no evidence for any association between opioid dispensing rates and the three heroin outcomes. The odds ratio was nonsignificant according to frequentist techniques in fixed-effects models, and Bayesian techniques confirmed very strong support for the null hypothesis. CONCLUSIONS County-level opioid dispensing rates are directly associated with individual-level prescription opioid misuse, frequency of misuse, and dependence. Changes in dispensing were not associated with population shifts in heroin use. Reductions in opioid dispensing rates have contributed to stemming prior increases in prescription opioid misuse while not adversely affecting heroin use. Physicians and other health care providers can take action to minimize opioid dispensing for tangible benefits regarding prescription opioid misuse without adverse effects on heroin use.
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Affiliation(s)
- Mike Vuolo
- The Ohio State University, Columbus, OH, USA
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49
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Corley JA, Charalambous LT, Mehta VA, Wang TY, Abdelgadir J, Than KD, Abd-El-Barr MM, Goodwin CR, Shaffrey CI, Karikari IO. Perioperative Pain Management for Elective Spine Surgery: Opioid Use and Multimodal Strategies. World Neurosurg 2022; 162:118-125.e1. [PMID: 35339713 DOI: 10.1016/j.wneu.2022.03.084] [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: 11/17/2021] [Revised: 03/17/2022] [Accepted: 03/18/2022] [Indexed: 10/18/2022]
Abstract
In recent years, physicians and institutions have come to recognize the increasing opioid epidemic in the United States, thus prompting a dramatic shift in opioid prescribing patterns. The lack of well-studied alternative treatment regimens has led to a substantial burden of opioid addiction in the United States. These forces have led to a huge economic burden on the country. The spine surgery population is particularly high risk for uncontrolled perioperative pain, because most patients experience chronic pain preoperatively and many patients continue to experience pain postoperatively. Overall, there is a large incentive to better understand comprehensive multimodal pain management regimens, particularly in the spine surgery patient population. The goal of this review is to explore trends in pain symptoms in spine surgery patients, overview the best practices in pain medications and management, and provide a concise multimodal and behavioral treatment algorithm for pain management, which has since been adopted by a high-volume tertiary academic medical center.
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Affiliation(s)
- Jacquelyn A Corley
- Division of Spine, Department of Neurosurgery, Duke University Medical Center, Durham, North Carolina, USA.
| | | | - Vikram A Mehta
- Division of Spine, Department of Neurosurgery, Duke University Medical Center, Durham, North Carolina, USA
| | - Timothy Y Wang
- Division of Spine, Department of Neurosurgery, Duke University Medical Center, Durham, North Carolina, USA
| | - Jihad Abdelgadir
- Division of Spine, Department of Neurosurgery, Duke University Medical Center, Durham, North Carolina, USA
| | - Khoi D Than
- Division of Spine, Department of Neurosurgery, Duke University Medical Center, Durham, North Carolina, USA
| | - Muhammad M Abd-El-Barr
- Division of Spine, Department of Neurosurgery, Duke University Medical Center, Durham, North Carolina, USA
| | - C Rory Goodwin
- Division of Spine, Department of Neurosurgery, Duke University Medical Center, Durham, North Carolina, USA
| | - Christopher I Shaffrey
- Division of Spine, Department of Neurosurgery, Duke University Medical Center, Durham, North Carolina, USA
| | - Isaac O Karikari
- Division of Spine, Department of Neurosurgery, Duke University Medical Center, Durham, North Carolina, USA
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Beckman KL, Williams EC, Hebert P, Hawkins EJ, Littman AJ, Lehavot K. The impact of military sexual trauma and gender on receipt of evidence-based medication treatment among veterans with opioid use disorder. J Subst Abuse Treat 2022; 139:108775. [DOI: 10.1016/j.jsat.2022.108775] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2021] [Revised: 02/25/2022] [Accepted: 03/15/2022] [Indexed: 10/18/2022]
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