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Abstract
OBJECTIVES To elucidate the main latent classes of substances detected among overdose decedents, and latent class associations with age, sex, race, and jurisdiction of death in Maryland. METHODS We used toxicology data from the Office of the Chief Medical Examiner of Maryland for all decedents. We analyzed all cases of drug overdose deaths that occurred from 2016 to 2018 (N = 6566) using latent class analysis and regression. RESULTS Drug overdose deaths were concentrated in 2 of 24 counties in Maryland (Baltimore City and County). Fentanyl was involved in 71% of all drug overdose deaths, and the majority (76%) of these deaths included multiple substances. Three latent classes emerged: (1) fentanyl/heroin/cocaine (64%); (2) fentanyl/alcohol (18%); and (3) prescription drugs including opioids, benzodiazepines and antidepressants (18.0%). The fentanyl/heroin/cocaine class members were significantly younger (<30 years), female and White compared to the fentanyl/alcohol class, but more male and non-White than the prescription drugs class (all P < 0.05). Deaths in Baltimore City/County were more likely than in other locations to involve fentanyl/alcohol (P < 0.05). CONCLUSIONS The majority of fentanyl-involved overdose deaths in Maryland involved multiple substances, and several demographic and geographic differences in these patterns emerged. Geographically-targeted interventions that are tailored to reduce the harms associated with polysubstance use (including cocaine, alcohol, and prescription drugs) for different demographic groups are warranted.
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Strickland JC, Gipson CD, Dunn KE. Dopamine Supersensitivity: A Novel Hypothesis of Opioid-Induced Neurobiological Mechanisms Underlying Opioid-Stimulant Co-use and Opioid Relapse. Front Psychiatry 2022; 13:835816. [PMID: 35492733 PMCID: PMC9051080 DOI: 10.3389/fpsyt.2022.835816] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/14/2021] [Accepted: 03/11/2022] [Indexed: 11/13/2022] Open
Abstract
Emergent harms presented by the co-use of opioids and methamphetamine highlight the broader public health challenge of preventing and treating opioid and stimulant co-use. Development of effective therapeutics requires an understanding of the physiological mechanisms that may be driving co-use patterns, specifically the underlying neurobiology of co-use and how they may facilitate (or be leveraged to prevent) continued use patterns. This narrative review summarizes largely preclinical data that demonstrate clinically-meaningful relationships between the dopamine and opioid systems with direct implications for opioid and stimulant co-use. Synthesized conclusions of this body of research include evidence that changes in the dopamine system occur only once physical dependence to opioids develops, that the chronicity of opioid exposure is associated with the severity of changes, and that withdrawal leaves the organism in a state of substantive dopamine deficit that persists long after the somatic or observed signs of opioid withdrawal appear to have resolved. Evidence also suggests that dopamine supersensitivity develops soon after opioid abstinence and results in increased response to dopamine agonists that increases in magnitude as the abstinence period continues and is evident several weeks into protracted withdrawal. Mechanistically, this supersensitivity appears to be mediated by changes in the sensitivity, not quantity, of dopamine D2 receptors. Here we propose a neural circuit mechanism unique to withdrawal from opioid use with implications for increased stimulant sensitivity in previously stimulant-naïve or inexperienced populations. These hypothesized effects collectively delineate a mechanism by which stimulants would be uniquely reinforcing to persons with opioid physical dependence, would contribute to the acute opioid withdrawal syndrome, and could manifest subjectively as craving and/or motivation to use that could prompt opioid relapse during acute and protracted withdrawal. Preclinical research is needed to directly test these hypothesized mechanisms. Human laboratory and clinical trial research is needed to explore these clinical predictions and to advance the goal of developing treatments for opioid-stimulant co-use and/or opioid relapse prevention and withdrawal remediation.
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Affiliation(s)
- Justin C Strickland
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Cassandra D Gipson
- Department of Pharmacology and Nutritional Sciences, University of Kentucky, Lexington, KY, United States
| | - Kelly E Dunn
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, United States
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Daldegan-Bueno D, Maia LO, Glass M, Jutras-Aswad D, Fischer B. Co-exposure of cannabinoids with amphetamines and biological, behavioural and health outcomes: a scoping review of animal and human studies. Psychopharmacology (Berl) 2022; 239:1211-1230. [PMID: 34613429 PMCID: PMC9110457 DOI: 10.1007/s00213-021-05960-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/01/2021] [Accepted: 08/02/2021] [Indexed: 02/04/2023]
Abstract
RATIONALE The growing prevalence of psychostimulant (including amphetamine) use and associated health harms, with limited treatment options, present a global challenge. There is an increasing availability and medical applications of cannabinoids, and growing interest in their therapeutic potential for addictive disorders. OBJECTIVES The objective of this study is to review available data regarding cannabis/cannabinoid co-use or exposure on amphetamine-related outcomes. METHODS Towards the present scoping review, we systematically searched four databases (Medline, Web-of-Science, CINAHL Plus and PsycInfo) using cannabis/cannabinoid and amphetamine text-terms identifying peer-reviewed, English-language studies published in 2000-2020 involving multiple methods approaches among both human and animal study samples, assessing the association of co-use/administration of cannabis/cannabinoids products with non-medical amphetamines on biological, behavioural or health outcomes. RESULTS Twenty-five articles were included. Pre-clinical studies (n = 15) found mostly protective effects of single or repeated cannabinoids administration on rodents in amphetamine addiction models, amphetamine-induced models of human mental disorders (e.g. schizophrenia) and amphetamine-induced neurotoxicity. Human studies (n = 10) were more heterogeneously designed (e.g. cross-sectional, case-control, longitudinal) and assessed natural ongoing cannabis and methamphetamine use or dependence, showing mostly enhanced harms in a diversity of outcomes (e.g. mental health, methamphetamine use, cognition). CONCLUSIONS While human studies suggest cannabis use as an adverse risk factor among non-medical amphetamine users, pre-clinical studies suggest therapeutic potential of cannabinoids, especially cannabidiol, to alleviate amphetamine addiction and harms, including treatment outcomes. Given increasing psychostimulant harms but lack of care options, rigorous, high-quality design studies should aim to translate and investigate pre-clinical study results for potential therapeutic benefits of cannabinoids for amphetamine use/abuse in human subjects.
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Affiliation(s)
- Dimitri Daldegan-Bueno
- Schools of Population Health and Pharmacy, Faculty of Medical and Health Sciences, University of Auckland, 85 Park Rd, Grafton, Auckland 1023 New Zealand
| | - Lucas O. Maia
- Centre for Applied Research in Mental Health & Addiction, Simon Fraser University, 515 W. Hastings Street,, Vancouver, BC V6B 5K3 Canada
| | - Michelle Glass
- Department of Pharmacology and Toxicology, University of Otago, PO Box 56, Dunedin, 9054 Otago New Zealand
| | - Didier Jutras-Aswad
- Centre de Recherche, Centre Hospitalier Universitaire de Universite de Montreal (CHUM), 1051 Rue Sanguinet, Montréal, QC H2X 3E4 Canada ,Department of Psychiatry and Addiction, Faculty of Medicine, Université de Montréal, Pavillon Roger-Gaudry, 2900 Edouard Montpetit Blvd, Montreal, QC H3T 1J4 Canada
| | - Benedikt Fischer
- Schools of Population Health and Pharmacy, Faculty of Medical and Health Sciences, University of Auckland, 85 Park Rd, Grafton, Auckland, 1023, New Zealand. .,Centre for Applied Research in Mental Health & Addiction, Simon Fraser University, 515 W. Hastings Street,, Vancouver, BC, V6B 5K3, Canada. .,Department of Psychiatry, University of Toronto, 250 College Street, 8Th Floor, Toronto, ON, M5T 1R8, Canada. .,Department of Psychiatry, Federal University of Sao Paulo (UNIFESP), R. Dr. Ovídio Pires de Campos, Sao Paulo, 785 05403-903, Brazil.
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Abstract
Extending from the triple wave epidemic of opioid-related overdose deaths, a fourth wave of high mortality involving methamphetamine and cocaine use has been gathering force. This article provides a review of the published literature on stimulants including epidemiology, pharmacology, neurobiology, medical and psychiatric consequences, withdrawal management, and medical and behavioral treatments.
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Affiliation(s)
- Daniel Ciccarone
- Justine Miner Professor of Addiction Medicine, Department of Family and Community Medicine, University of California, San Francisco, MU3-E, Box 900, 500 Parnassus Avenue, San Francisco, CA 94143-0900, USA.
| | - Steve Shoptaw
- Professor and Vice Chair for Research, Department of Family Medicine, University of California, Los Angeles, 10880 Wilshire Boulevard, Suite 1800, Los Angeles, CA 90024, USA
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Han B, Compton WM, Jones CM, Einstein EB, Volkow ND. Methamphetamine Use, Methamphetamine Use Disorder, and Associated Overdose Deaths Among US Adults. JAMA Psychiatry 2021; 78:1329-1342. [PMID: 34550301 PMCID: PMC8459304 DOI: 10.1001/jamapsychiatry.2021.2588] [Citation(s) in RCA: 159] [Impact Index Per Article: 53.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
IMPORTANCE Mortality associated with methamphetamine use has increased markedly in the US. Understanding patterns of methamphetamine use may help inform related prevention and treatment. OBJECTIVE To assess the national trends in and correlates of past-year methamphetamine use, methamphetamine use disorder (MUD), injection, frequent use, and associated overdose mortality from 2015 to 2019. DESIGN, SETTING, AND PARTICIPANTS This cross-sectional study analyzed methamphetamine use, MUD, injection, and frequent use data from participants in the 2015 to 2019 National Surveys on Drug Use and Health (NSDUH). Mortality data were obtained from the 2015 to 2019 National Vital Statistics System Multiple Cause of Death files. EXPOSURES Methamphetamine use. MAIN OUTCOMES AND MEASURES Methamphetamine use, MUD, injection, frequent use, and overdose deaths. RESULTS Of 195 711 NSDUH respondents aged 18 to 64 years, 104 408 were women (weighted percentage, 50.9%), 35 686 were Hispanic individuals (weighted percentage, 18.0%), 25 389 were non-Hispanic Black (hereafter, Black) individuals (weighted percentage, 12.6%), and 114 248 were non-Hispanic White (hereafter, White) individuals (weighted percentage, 60.6%). From 2015 to 2019, overdose deaths involving psychostimulants other than cocaine (largely methamphetamine) increased 180% (from 5526 to 15 489; P for trend <.001); methamphetamine use increased 43% (from 1.4 million [95% CI, 1.2-1.6 million] to 2.0 million [95% CI, 1.7-2.3 million]; P for trend = .002); frequent methamphetamine use increased 66% (from 615 000 [95% CI, 512 000-717 000] to 1 021 000 [95% CI, 860 000-1 183 000]; P for trend = .002); methamphetamine and cocaine use increased 60% (from 402 000 [95% CI, 306 000-499 000] to 645 000 [95% CI, 477 000-813 000]; P for trend = .001); and MUD without injection increased 105% (from 397 000 [95% CI, 299 000-496 000] to 815 000 [95% CI, 598 000-1 033 000]; P for trend = .006). The prevalence of MUD or injection surpassed the prevalence of methamphetamine use without MUD or injection in each year from 2017 to 2019 (60% to 67% vs 37% to 40%; P for trend ≤.001). Adults with MUD or using injection were more likely to use methamphetamine frequently (52.68%-53.84% vs 32.59%; adjusted risk ratio, 1.62-1.65; 95% CI, 1.35-1.94). From 2015 to 2019, the adjusted prevalence of MUD without injection more than tripled among heterosexual women (from 0.24% to 0.74%; P < .001) and lesbian or bisexual women (from 0.21% to 0.71%; P < .001) and more than doubled among heterosexual men (from 0.29% to 0.79%; P < .001) and homosexual or bisexual men (from 0.29% to 0.80%; P = .007). It increased over 10-fold among Black individuals (from 0.06% to 0.64%; P < .001), nearly tripled among White individuals (from 0.28% to 0.78%; P < .001), and more than doubled among Hispanic individuals (from 0.39% to 0.82%; P < .001). Risk factors for methamphetamine use, MUD, injection, and frequent use included lower educational attainment, lower annual household income, lack of insurance, housing instability, criminal justice involvement, comorbidities (eg, HIV/AIDS, hepatitis B or C virus, depression), suicidal ideation, and polysubstance use. CONCLUSIONS AND RELEVANCE This cross-sectional study found consistent upward trends in overdose mortality, greater risk patterns of methamphetamine use, and populations at higher risk for MUD diversifying rapidly, particularly those with socioeconomic risk factors and comorbidities. Evidence-based prevention and treatment interventions are needed to address surges in methamphetamine use and MUD.
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Affiliation(s)
- Beth Han
- National Institute on Drug Abuse, National Institutes of Health, Bethesda, Maryland
| | - Wilson M. Compton
- National Institute on Drug Abuse, National Institutes of Health, Bethesda, Maryland
| | | | - Emily B. Einstein
- National Institute on Drug Abuse, National Institutes of Health, Bethesda, Maryland
| | - Nora D. Volkow
- National Institute on Drug Abuse, National Institutes of Health, Bethesda, Maryland
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Hansen ER, Carvalho S, McDonald M, Havens JR. A qualitative examination of recent increases in methamphetamine use in a cohort of rural people who use drugs. Drug Alcohol Depend 2021; 229:109145. [PMID: 34763138 PMCID: PMC8665094 DOI: 10.1016/j.drugalcdep.2021.109145] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/23/2021] [Revised: 10/08/2021] [Accepted: 10/10/2021] [Indexed: 10/20/2022]
Abstract
INTRODUCTION Rising rates of methamphetamine use among populations using opioids is an escalating public health concern. The purpose of this manuscript is to identify socioecologic factors driving increases in methamphetamine use among Appalachian Kentucky adults with a history of opioid use. METHODS Semi-structured qualitative interviews were conducted among 20 Appalachian Kentuckians in the Social Network of Appalachian Peoples (SNAP) cohort who reported lifetime opioid use and past 30-day methamphetamine use. Interviews focused on initiation of methamphetamine use, factors that influence methamphetamine use at the individual, interpersonal, community and society levels. RESULTS Participants reported using methamphetamine to self-treat underlying issues, including withdrawal from opioids, chronic pain, and emotional distress. Initiation of use was most often facilitated through their drug networks. Participants reported that methamphetamine was widely available and affordable in their community. Several participants with extensive histories of non-medical prescription opioid (NMPO) use described transitioning to methamphetamine as their drug of choice as opioids became less available in their community. Participants also reported economic distress and lack of recreational opportunities as drivers of increased methamphetamine use. DISCUSSION Recent increases in methamphetamine use among those with a history of opioid use is facilitated by methamphetamine's relative availability and affordability. Methamphetamine use was also highly influenced by societal factors such as economic deprivation and policies that decreased availability of NMPOs. Surging methamphetamine use exacerbates inequities in addiction care brought to light by the opioid epidemic. Interventions aimed at addressing the socioecological drivers of methamphetamine use among people who use opioids are warranted.
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Affiliation(s)
- Elizabeth R Hansen
- University of Kentucky College of Medicine, Department of Behavioral Science, Center on Drug and Alcohol Research, 845 Angliana Avenue, Lexington, KY 40508, USA; University of Kentucky College of Medicine, William R. Willard Medical Education Building, MN 150, Lexington, KY 40536-0298, USA
| | - Shelby Carvalho
- University of Kentucky College of Medicine, William R. Willard Medical Education Building, MN 150, Lexington, KY 40536-0298, USA
| | - Madelyn McDonald
- University of Kentucky Center for Innovation in Population Health, College of Public Health, 111 Washington Avenue, Lexington, KY 40526, USA
| | - Jennifer R Havens
- University of Kentucky College of Medicine, Department of Behavioral Science, Center on Drug and Alcohol Research, 845 Angliana Avenue, Lexington, KY 40508, USA.
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Gu X, Yang B, Gao S, Yan LF, Xu D, Wang W. Prefrontal fNIRS-based clinical data analysis of brain functions in individuals abusing different types of drugs. J Biomed Semantics 2021; 12:21. [PMID: 34823598 PMCID: PMC8620253 DOI: 10.1186/s13326-021-00256-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2021] [Accepted: 11/11/2021] [Indexed: 11/14/2022] Open
Abstract
Background The activation degree of the orbitofrontal cortex (OFC) functional area in drug abusers is directly related to the craving for drugs and the tolerance to punishment. Currently, among the clinical research on drug rehabilitation, there has been little analysis of the OFC activation in individuals abusing different types of drugs, including heroin, methamphetamine, and mixed drugs. Therefore, it becomes urgently necessary to clinically investigate the abuse of different drugs, so as to explore the effects of different types of drugs on the human brain. Methods Based on prefrontal high-density functional near-infrared spectroscopy (fNIRS), this research designs an experiment that includes resting and drug addiction induction. Hemoglobin concentrations of 30 drug users (10 on methamphetamine, 10 on heroin, and 10 on mixed drugs) were collected using fNIRS and analyzed by combining algorithm and statistics. Results Linear discriminant analysis (LDA), Support vector machine (SVM) and Machine-learning algorithm was implemented to classify different drug abusers. Oxygenated hemoglobin (HbO2) activations in the OFC of different drug abusers were statistically analyzed, and the differences were confirmed. Innovative findings: in both the Right-OFC and Left-OFC areas, methamphetamine abusers had the highest degree of OFC activation, followed by those abusing mixed drugs, and heroin abusers had the lowest. The same result was obtained when OFC activation was investigated without distinguishing the left and right hemispheres. Conclusions The findings confirmed the significant differences among different drug abusers and the patterns of OFC activations, providing a theoretical basis for personalized clinical treatment of drug rehabilitation in the future.
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Affiliation(s)
- Xuelin Gu
- School of Mechanical and Electrical Engineering and Automation, Shanghai University, Shanghai, 200444, China
| | - Banghua Yang
- School of Mechanical and Electrical Engineering and Automation, Shanghai University, Shanghai, 200444, China.
| | - Shouwei Gao
- School of Mechanical and Electrical Engineering and Automation, Shanghai University, Shanghai, 200444, China.
| | - Lin Feng Yan
- Department of Radiology & Functional and Molecular Imaging Key Lab of Shaanxi Province, Tangdu Hospital, Fourth Military Medical University, Xi'an, 710038, Shaanxi, China
| | - Ding Xu
- Shanghai Drug Rehabilitation Administration Bureau, Shanghai, 200080, China
| | - Wen Wang
- Department of Radiology & Functional and Molecular Imaging Key Lab of Shaanxi Province, Tangdu Hospital, Fourth Military Medical University, Xi'an, 710038, Shaanxi, China.
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Dai Z, Abate MA, Groth CP, Rucker T, Kraner JC, Mock AR, Smith GS. Fentanyl and other opioid involvement in methamphetamine-related deaths. THE AMERICAN JOURNAL OF DRUG AND ALCOHOL ABUSE 2021; 48:226-234. [PMID: 34752718 DOI: 10.1080/00952990.2021.1981919] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
BACKGROUND Methamphetamine-related deaths have been rising along with those involving synthetic opioids, mostly fentanyl and fentanyl analogs (FAs). However, the extent to which methamphetamine involvement in deaths differs from those changes occurring in synthetic opioid involvement is unknown. OBJECTIVES To determine the patterns and temporal changes in methamphetamine-related deaths with and without other drug involvement. METHODS Data from all methamphetamine-related deaths in West Virginia from 2013 to 2018 were analyzed. Quasi-Poisson regression analyses over time were conducted to compare the rates of change in death counts among methamphetamine and fentanyl//FA subgroups. RESULTS A total of 815 methamphetamine-related deaths were analyzed; 572 (70.2%) were male and 527 (64.7%) involved an opioid. The proportion of methamphetamine only deaths stayed relatively flat over time although the actual numbers of deaths increased. Combined fentanyl/FAs and methamphetamine were involved in 337 deaths (41.3%) and constituted the largest increase from 2013 to 2018. The modeling of monthly death counts in 2017-2018 found that the average number of deaths involving fentanyl without methamphetamine significantly declined (rate of change -0.025, p < .001), while concomitant fentanyl with methamphetamine and methamphetamine only death counts increased significantly (rate of change 0.056 and 0.057, respectively, p < .001). CONCLUSIONS Fentanyl and FAs played an increasingly significant role in methamphetamine-related deaths. The accelerating number of deaths involving fentanyl/FAs and methamphetamine indicates the importance of stimulants and opioids in unintentional deaths. Comprehensive surveillance efforts should continue to track substance use patterns to ensure that appropriate prevention programs are undertaken.
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Affiliation(s)
- Zheng Dai
- School of Public Health, West Virginia University, Morgantown, WV, USA
| | - Marie A Abate
- School of Pharmacy, West Virginia University, Morgantown, WV, USA
| | - Caroline P Groth
- School of Public Health, West Virginia University, Morgantown, WV, USA
| | - Tori Rucker
- School of Public Health, East Tennessee State University, Johnson City, TN, USA
| | - James C Kraner
- West Virginia Department of Health and Human Resources, West Virginia Office of the Chief Medical Examiner, Charleston, WV, USA
| | - Allen R Mock
- West Virginia Department of Health and Human Resources, West Virginia Office of the Chief Medical Examiner, Charleston, WV, USA
| | - Gordon S Smith
- School of Public Health, West Virginia University, Morgantown, WV, USA
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Frost MC, Lampert H, Tsui JI, Iles-Shih MD, Williams EC. The impact of methamphetamine/amphetamine use on receipt and outcomes of medications for opioid use disorder: a systematic review. Addict Sci Clin Pract 2021; 16:62. [PMID: 34635170 PMCID: PMC8504567 DOI: 10.1186/s13722-021-00266-2] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2021] [Accepted: 09/10/2021] [Indexed: 01/01/2023] Open
Abstract
Background Methamphetamine/amphetamine use has sharply increased among people with opioid use disorder (OUD). It is therefore important to understand whether and how use of these substances may impact receipt of, and outcomes associated with, medications for OUD (MOUD). This systematic review identified studies that examined associations between methamphetamine/amphetamine use or use disorder and 3 classes of outcomes: (1) receipt of MOUD, (2) retention in MOUD, and (3) opioid abstinence during MOUD. Methods We searched 3 databases (PubMed/MEDLINE, PsycINFO, CINAHL Complete) from 1/1/2000 to 7/28/2020 using key words and subject headings, and hand-searched reference lists of included articles. English-language studies of people with documented OUD/opioid use that reported a quantitative association between methamphetamine/amphetamine use or use disorder and an outcome of interest were included. Study data were extracted using a standardized template, and risk of bias was assessed for each study. Screening, inclusion, data extraction and bias assessment were conducted independently by 2 authors. Study characteristics and findings were summarized for each class of outcomes. Results Thirty-nine studies met inclusion criteria. Studies generally found that methamphetamine/amphetamine use or use disorder was negatively associated with receiving methadone and buprenorphine; 2 studies suggested positive associations with receiving naltrexone. Studies generally found negative associations with retention; most studies finding no association had small samples, and these studies tended to examine shorter retention timeframes and describe provision of adjunctive services to address substance use. Studies generally found negative associations with opioid abstinence during treatment among patients receiving methadone or sustained-release naltrexone implants, though observed associations may have been confounded by other polysubstance use. Most studies examining opioid abstinence during other types of MOUD treatment had small samples. Conclusions Overall, existing research suggests people who use methamphetamine/amphetamines may have lower receipt of MOUD, retention in MOUD, and opioid abstinence during MOUD. Future research should examine how specific policies and treatment models impact MOUD outcomes for these patients, and seek to understand the perspectives of MOUD providers and people who use both opioids and methamphetamine/amphetamines. Efforts to improve MOUD care and overdose prevention strategies are needed for this population.
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Affiliation(s)
- Madeline C Frost
- Department of Health Systems and Population Health, University of Washington School of Public Health, 1959 NE Pacific St, WA, 98195, Seattle, United States. .,Health Services Research & Development (HSR&D) Center of Innovation for Veteran-Centered and Value-Driven Care, Veterans Affairs (VA) Puget Sound Health Care System, 1660 South Columbian Way, Seattle, WA, 98108, United States.
| | - Hannah Lampert
- Department of Medicine, University of Washington School of Medicine, 1959 NE Pacific St, Seattle, WA, 98195, United States
| | - Judith I Tsui
- Department of Medicine, University of Washington School of Medicine, 1959 NE Pacific St, Seattle, WA, 98195, United States
| | - Matthew D Iles-Shih
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, 1959 NE Pacific St, Seattle, WA, 98195, United States
| | - Emily C Williams
- Department of Health Systems and Population Health, University of Washington School of Public Health, 1959 NE Pacific St, WA, 98195, Seattle, United States.,Health Services Research & Development (HSR&D) Center of Innovation for Veteran-Centered and Value-Driven Care, Veterans Affairs (VA) Puget Sound Health Care System, 1660 South Columbian Way, Seattle, WA, 98108, United States
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Lay knowledge and practices of methamphetamine use to manage opioid-related overdose risks. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2021; 99:103463. [PMID: 34619443 DOI: 10.1016/j.drugpo.2021.103463] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2021] [Revised: 09/08/2021] [Accepted: 09/12/2021] [Indexed: 12/21/2022]
Abstract
AIM Methamphetamine use has increased among individuals with opioid use disorder. The key aims of this study are to detail and contextualise lay knowledge, attitudes, and behaviours related to methamphetamine use in relation to opioid overdose risks in an area dominated by non-pharmaceutical fentanyl-type drugs (NPF). METHODS The study recruited 41 individuals in Dayton, Ohio, who reported past 30-day use of methamphetamine and heroin/fentanyl. Interviews included structured and qualitative questions. Urine toxicology analysis was conducted to identify NPFs and other drugs. Open-ended interview sections were audio-recorded, transcribed, and analysed qualitatively using NVivo. RESULTS The mean age was 38.3 years, 51% were female, and 100% non-Hispanic white. Participants described an exceedingly unpredictable local opioid market that became saturated with NPFs. The sample tested positive for 10 NPFs, including fentanyl (100%), acetyl fentanyl (61%), tetrahydrofuran fentanyl (29%), and carfentanil (12%). Most participants believed that methamphetamine could help prevent and/or reverse an opioid-related overdose. Nearly half had personally used it to help manage overdose risks related to NPF. These beliefs were embedded in a lay understanding of how methamphetamine works to stimulate the cardiovascular system. They were acted upon in the context of last resort situations that were determined by a lack of immediate access to naloxone, ambiguities surrounding overdose symptomatology, and easy access to plentiful and inexpensive methamphetamine. CONCLUSION Lay efforts to rely on methamphetamine to manage NPF-related overdose risks highlight the need for a continuing expansion of take-home-naloxone programs and implementation of other novel harm reduction approaches in communities affected by NPFs.
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Strickland JC, Stoops WW, Dunn KE, Smith KE, Havens JR. The continued rise of methamphetamine use among people who use heroin in the United States. Drug Alcohol Depend 2021; 225:108750. [PMID: 34052690 PMCID: PMC8282713 DOI: 10.1016/j.drugalcdep.2021.108750] [Citation(s) in RCA: 30] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/18/2020] [Revised: 04/14/2021] [Accepted: 04/14/2021] [Indexed: 11/30/2022]
Abstract
BACKGROUND Methamphetamine use is a growing public health concern in the United States. Prior analyses with nationally representative data from 2015 to 2017 suggested that increases in methamphetamine use appeared largely selective to people using heroin. This analysis updated prior estimates to determine if trends are selectively persistent and how they compare to historical trends. We also evaluate sociodemographic risk factors associated with methamphetamine use among people using heroin. METHODS Data from the 2015-2019 National Surveys on Drug Use and Health (NSDUH) were analyzed. Data from the 2006-2014 NSDUH were summarized for historical trends. Past month and past year methamphetamine use prevalence was determined within populations using heroin as well as those using other drugs (e.g., cocaine, cannabis). Multivariable logistic models accounting for complex survey design evaluated predictors of methamphetamine use among people using heroin. RESULTS From 2015 to 2019, past month methamphetamine use increased from 9.0% to 44.0% within the population of people reporting past month heroin use. Similarly, past year methamphetamine use increased from 22.5% to 46.7% among those reporting past year heroin use. Risk factors for methamphetamine use among people using heroin included rurality, past year injection drug use, and serious mental illness. CONCLUSIONS A rapid, selective, and sustained increase in methamphetamine use is evident among people using heroin. These findings combined with similar findings in treatment admission and overdose data emphasize the need for increased attention to a specific type of high-risk use pattern in the United States, an issue that appears increasingly unlikely to naturally resolve.
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Affiliation(s)
- Justin C Strickland
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, 5510 Nathan Shock Drive, Baltimore, MD, 21224, USA.
| | - William W Stoops
- Department of Behavioral Science, University of Kentucky College of Medicine, 1100 Veterans Drive, Medical Behavioral Science Building Room 140, Lexington, KY, 40536, USA; Center on Drug and Alcohol Research, University of Kentucky College of Medicine, 845 Angliana Ave, Lexington, KY, 40508, USA; Department of Psychology, University of Kentucky College of Arts and Sciences, 110 Kastle Hall, Lexington, KY, 40506, USA; Department of Psychiatry, University of Kentucky College of Medicine, 3470 Blazer Parkway, Lexington, KY, 40509, USA
| | - Kelly E Dunn
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, 5510 Nathan Shock Drive, Baltimore, MD, 21224, USA
| | - Kirsten E Smith
- National Institute on Drug Abuse Intramural Research Program, 251 Bayview Boulevard, Baltimore, MD, 21224, USA
| | - Jennifer R Havens
- Department of Behavioral Science, University of Kentucky College of Medicine, 1100 Veterans Drive, Medical Behavioral Science Building Room 140, Lexington, KY, 40536, USA; Center on Drug and Alcohol Research, University of Kentucky College of Medicine, 845 Angliana Ave, Lexington, KY, 40508, USA
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Abstract
PURPOSE OF REVIEW This review provides an update on recently published literature on the rise of illicit fentanyls, risks for overdose, combinations with other substances, e.g. stimulants, consequences, and treatment. RECENT FINDINGS Overdose due to illicit synthetic opioids (e.g. fentanyl and fentanyl analogs) continues to rise in the US both preceding and during the COVID-19 pandemic. Fentanyl-related overdose is rising in new geographic areas e.g. the western USA. Stimulant-related overdose is also increasing nationwide driven by methamphetamine and cocaine. Polysubstance use, e.g. the use of a stimulant along with an opioid is driving stimulant-related overdose. Other medical consequences of injection drug use are rising including HIV and hepatitis C infections. Medication approaches to treating opioid use disorder remain the standard of care and there are new promising pharmacological approaches to treating methamphetamine use disorder. SUMMARY A 'fourth wave' of high mortality involving methamphetamine and cocaine use has been gathering force in the USA. Availability and use of illicit fentanyls are still the major drivers of overdose deaths and the current rise in stimulant-related deaths appears entwined with the ongoing opioid epidemic.
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Affiliation(s)
- Daniel Ciccarone
- Department of Family and Community Medicine, University of California, San Francisco, California, USA
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Zlebnik NE, Holtz NA, Lepak VC, Saykao AT, Zhang Y, Carroll ME. Age-specific treatment effects of orexin/hypocretin-receptor antagonism on methamphetamine-seeking behavior. Drug Alcohol Depend 2021; 224:108719. [PMID: 33940327 PMCID: PMC8180489 DOI: 10.1016/j.drugalcdep.2021.108719] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/13/2020] [Revised: 03/09/2021] [Accepted: 03/10/2021] [Indexed: 01/02/2023]
Abstract
BACKGROUND Worldwide methamphetamine (METH) use has increased significantly over the last 10 years, and in the US, METH dependence has sky-rocketed among individuals with opioid use disorder. Of significant concern, METH use is gaining popularity among groups with susceptibility to developing severe substance use disorders, such as women and adolescents. Nevertheless, there is no established pharmacotherapy for METH addiction. Emerging evidence has identified the orexin/hypocretin system as an important modulator of reward-driven behavior and a potential target for the treatment of drug addiction and relapse. However, to date, there have been no investigations into the therapeutic efficacy of orexin/hypocretin receptor antagonists for METH-motivated behavior in adolescents or adults. In the present study, we examined the effects of selective antagonists of the orexin-1 (SB-334867, 20 mg/kg) and orexin-2 (TCS-OX2-29, 20 mg/kg) receptors on the reinstatement of METH seeking in both adolescent and adult male and female rats. METHODS Rats were trained to self-administer METH (0.05 mg/kg/inf, iv) during two 2-h sessions/day for 5 days. Following 20 sessions of extinction over 10 days, a within-subjects design was used to test for METH seeking precipitated by METH (1 mg/kg, ip) or METH cues after systemic pretreatment with SB-334867 or TCS-OX2-29. RESULTS SB-334867 reduced cue-induced reinstatement in males and females, regardless of age. Additionally, METH-induced METH seeking was attenuated by SB-334867 in adolescents and by TCS-OX2-29 in adults. CONCLUSION Selective orexin/hypocretin receptor antagonists have significant therapeutic potential for diminishing METH-seeking behavior, although their treatment efficacy may be influenced by age.
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Affiliation(s)
- Natalie E Zlebnik
- Department of Psychiatry, University of Minnesota Medical School, Minneapolis, MN, 55455, USA.
| | - Nathan A Holtz
- Department of Psychiatry, University of Minnesota Medical School, Minneapolis, MN, 55455, USA
| | - Victoria C Lepak
- Department of Psychiatry, University of Minnesota Medical School, Minneapolis, MN, 55455, USA
| | - Amy T Saykao
- Department of Psychiatry, University of Minnesota Medical School, Minneapolis, MN, 55455, USA
| | - Yanan Zhang
- Research Triangle Institute, Research Triangle Park, NC, 27709, USA
| | - Marilyn E Carroll
- Department of Psychiatry, University of Minnesota Medical School, Minneapolis, MN, 55455, USA
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64
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Yang B, Gu X, Gao S, Xu D. Classification accuracy and functional difference prediction in different brain regions of drug abuser prefrontal lobe basing on machine-learning. MATHEMATICAL BIOSCIENCES AND ENGINEERING : MBE 2021; 18:5692-5706. [PMID: 34517508 DOI: 10.3934/mbe.2021288] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
Taking different types of addictive drugs such as methamphetamine, heroin, and mixed drugs causes brain functional Changes. Based on the prefrontal functional near-infrared spectroscopy, this study was designed with an experimental paradigm that included the induction of resting and drug addiction cravings. Hemoglobin concentrations of 30 drug users (10 on methamphetamine, 10 on heroin, and 10 on mixed type) were collected. For these three types of individuals, the convolutional neural networks (CNN) was designed to classify eight Brodmann areas and the entire prefrontal area, and the average accuracy of the three classifications on each functional area was obtained. As a result, the classification accuracy was lower on the left side than on the right in the dorsolateral prefrontal cortex (DLPFC) of the drug users, while it was higher on the left than on the right in the ventrolateral prefrontal cortex (VLPFC), frontopolar prefrontal cortex (FPC), and orbitofrontal cortex (OFC). Then the differences in eight functional areas between the three types of individuals were statistically analyzed, and results showed significant differences in the right VLPFC and right OFC.
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Affiliation(s)
- Banghua Yang
- School of Mechanical and Electrical Engineering and Automation, Shanghai University, Shanghai 200444, China
| | - Xuelin Gu
- School of Mechanical and Electrical Engineering and Automation, Shanghai University, Shanghai 200444, China
| | - Shouwei Gao
- School of Mechanical and Electrical Engineering and Automation, Shanghai University, Shanghai 200444, China
| | - Ding Xu
- Shanghai Drug Rehabilitation Administration Bureau, Shanghai 200080, China
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65
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Cornwell DQ, Thompson AR, Ivie RM, Working ZM, Friess DM, Meeker JE. Methamphetamine in Orthopaedics: Considerations of an At-Risk Population. JBJS Rev 2021; 9:01874474-202106000-00012. [PMID: 34550663 DOI: 10.2106/jbjs.rvw.20.00229] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
» Methamphetamine use by orthopaedic trauma patients has risen to epidemic proportions. » Perioperative methamphetamine use by orthopaedic trauma patients requires physicians to consider both medical and psychosocial factors during treatment. » Behavioral and psychosocial effects of methamphetamine use present barriers to care. » Patients who use methamphetamine face elevated rates of complications.
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Affiliation(s)
- David Q Cornwell
- Department of Orthopaedics and Rehabilitation, Oregon Health & Science University, Portland,
| | - Austin R Thompson
- Department of Orthopaedics and Rehabilitation, Oregon Health & Science University, Portland,
| | - Ryan M Ivie
- Department of Anesthesiology and Perioperative Medicine, Oregon Health & Science University, Portland, Oregon
| | - Zachary M Working
- Department of Orthopaedics and Rehabilitation, Oregon Health & Science University, Portland,
| | - Darin M Friess
- Department of Orthopaedics and Rehabilitation, Oregon Health & Science University, Portland,
| | - James E Meeker
- Department of Orthopaedics and Rehabilitation, Oregon Health & Science University, Portland,
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Zhao J, Kral AH, Simpson KA, Ceasar RC, Wenger LD, Kirkpatrick M, Bluthenthal RN. Factors associated with methamphetamine withdrawal symptoms among people who inject drugs. Drug Alcohol Depend 2021; 223:108702. [PMID: 33894459 DOI: 10.1016/j.drugalcdep.2021.108702] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/10/2021] [Revised: 02/23/2021] [Accepted: 02/28/2021] [Indexed: 12/17/2022]
Abstract
BACKGROUND Regular methamphetamine (MA) use can result in withdrawal syndrome characterized by fatigue, agitation, depression, and anxiety. No studies that we are aware of have examined the prevalence and predictors of MA withdrawal symptoms among people who inject drugs (PWID). METHODS PWID were recruited using targeted sampling methods in Los Angeles and San Francisco, California from 2016 to 2017. Survey questions included demographics, drug use, and MA withdrawal symptoms, frequency, and symptom severity. Participants who reported regular MA use (> 12 times in the last 30 days) were included in this analysis (N = 595). Multivariable regression models were developed to examine factors associated with any MA withdrawal, withdrawal frequency, symptom severity, and receptive syringe sharing. RESULTS MA withdrawal symptoms in the past 6 months were reported by 53 % of PWID, with 25 % reporting weekly withdrawal symptoms, and 20 % reporting very or extremely painful symptoms. In multivariable logistic regression, presence of any MA withdrawal symptoms was positively associated with more frequent MA use and non-injection tranquilizer use and inversely associated with crack cocaine use. Among those reporting any withdrawal, female sex was associated with more frequent withdrawal symptoms. Very or extremely painful withdrawal symptoms were associated with being in residential treatment. Receptive syringe sharing was associated with any MA withdrawal symptoms and weekly frequency of symptoms. CONCLUSION MA withdrawal symptoms are common among PWID and are associated with receptive syringe sharing. Strategies for implementing MA use treatment, safe supply programs, and syringe services programs targeting people who inject MA are indicated.
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Affiliation(s)
- Johnathan Zhao
- Keck School of Medicine, University of Southern California, 1975 Zonal Ave, Los Angeles, CA, 90033, United States
| | - Alex H Kral
- RTI International, 2150 Shattuck Avenue, Suite 800, Berkeley, CA, 94704, United States
| | - Kelsey A Simpson
- Department of Preventive Medicine, Institute for Prevention Research, Keck School of Medicine, University of Southern California, 2001 N Soto St, 3rd Floor, Los Angeles, CA, 90033, United States
| | - Rachel Carmen Ceasar
- Department of Preventive Medicine, Institute for Prevention Research, Keck School of Medicine, University of Southern California, 2001 N Soto St, 3rd Floor, Los Angeles, CA, 90033, United States
| | - Lynn D Wenger
- RTI International, 2150 Shattuck Avenue, Suite 800, Berkeley, CA, 94704, United States
| | - Matt Kirkpatrick
- Department of Preventive Medicine, Institute for Prevention Research, Keck School of Medicine, University of Southern California, 2001 N Soto St, 3rd Floor, Los Angeles, CA, 90033, United States
| | - Ricky N Bluthenthal
- Department of Preventive Medicine, Institute for Prevention Research, Keck School of Medicine, University of Southern California, 2001 N Soto St, 3rd Floor, Los Angeles, CA, 90033, United States.
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Fischer B, O’Keefe-Markman C, Lee A(MH, Daldegan-Bueno D. 'Resurgent', 'twin' or 'silent' epidemic? A select data overview and observations on increasing psycho-stimulant use and harms in North America. Subst Abuse Treat Prev Policy 2021; 16:17. [PMID: 33588896 PMCID: PMC7883758 DOI: 10.1186/s13011-021-00350-5] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/22/2021] [Indexed: 01/16/2023] Open
Abstract
In the early 2000s, increasing prevalence of psycho-stimulant (e.g., crack/cocaine, methamphetamine) use and related harms, including severe adverse health outcomes, was observed among - mostly marginalized - populations of persons using illicit drugs in North America, underscoring an urgent need for interventions options towards improved prevention and treatment. By about 2010, however, the 'opioid crisis', featuring unprecedented use and public health burden, had accelerated into full force in North America, largely muting attention to the psycho-stimulant issue until recently. Recent surveillance data on drug use and related mortality/morbidity from the present decade has documented a marked resurgence of psycho-stimulant use and harms especially in at-risk populations, commonly in direct combination with opioids, across North America, resulting in a 'twin epidemic' comprised of opioids and psycho-stimulants We briefly review select epidemiological data indicators for these developments from the United States and Canada; in the latter jurisdiction, related evidence has been less prevalent and systematic but corroborating the same trends. Evidently, the (widely ongoing) focus on the 'opioid epidemic' as a 'mono-type' drug problem has become an anachronism that requires urgent and appropriate correction. We then briefly consider existing, evidence-based options for - prevention and treatment - interventions targeting psycho-stimulant use and harms, which are substantially more limited and/or less efficacious than those available for problematic opioid use, while presenting major gaps and challenges. The observed resurgence of psycho-stimulants may, indirectly, relate to recent efforts towards curtailing (medical) opioid availability, thereby accelerating demand and supply for both illicit opioids and psycho-stimulants. The presently unfolding 'twin epidemic' of opioids and psycho-stimulants, combined with limited intervention resources, presents an acute challenge for public health and may crucially undermine actively extensive efforts to reduce opioid-related health harms in North America.
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Affiliation(s)
- Benedikt Fischer
- Schools of Population Health and Pharmacy, Faculty of Medical and Health Sciences, University of Auckland, 85 Park Rd, Grafton, Auckland, 1023 New Zealand
- Centre for Applied Research in Mental Health and Addiction, Faculty of Health Sciences, Simon Fraser University, 515 W. Hastings Street, Vancouver, BC V6B 5K3 Canada
- Department of Psychiatry, University of Toronto, 250 College Street, 8th floor, Toronto, M5T 1R8 Canada
- Department of Psychiatry, Federal University of São Paulo, R. Dr. Ovídio Pires de Campos, 785, São Paulo, SP 05403-903 Brazil
| | - Caroline O’Keefe-Markman
- Centre for Applied Research in Mental Health and Addiction, Faculty of Health Sciences, Simon Fraser University, 515 W. Hastings Street, Vancouver, BC V6B 5K3 Canada
| | - Angelica (Min-Hye) Lee
- Centre for Applied Research in Mental Health and Addiction, Faculty of Health Sciences, Simon Fraser University, 515 W. Hastings Street, Vancouver, BC V6B 5K3 Canada
| | - Dimitri Daldegan-Bueno
- Schools of Population Health and Pharmacy, Faculty of Medical and Health Sciences, University of Auckland, 85 Park Rd, Grafton, Auckland, 1023 New Zealand
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Lopez AM, Dhatt Z, Howe M, Al-Nassir M, Billing A, Artigiani E, Wish ED. Co-use of methamphetamine and opioids among people in treatment in Oregon: A qualitative examination of interrelated structural, community, and individual-level factors. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2021; 91:103098. [PMID: 33476863 DOI: 10.1016/j.drugpo.2020.103098] [Citation(s) in RCA: 37] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2020] [Revised: 11/21/2020] [Accepted: 12/28/2020] [Indexed: 11/15/2022]
Abstract
BACKGROUND Rates of methamphetamine use and methamphetamine-related deaths have increased steadily in the United States in recent years. Methamphetamine is increasingly present in opioid-related deaths. An initial study of de-identified urine specimens (n = 102) collected at a drug treatment program between 2017 and 2018 indicated that 61% of specimens contained methamphetamine; of the specimens containing methamphetamine, people were, on average, five years younger than those who tested negative for methamphetamine; and non-fentanyl opioids were more than three times as common in methamphetamine positive specimens. The National Drug Early Warning System (NDEWS) Coordinating Center initiated a HotSpot Study to assess whether there was an emerging dynamic in the area, or if enhanced data collection could give insights into the co-use of methamphetamine and opioids. METHODS A qualitative study, grounded in principles of rapid ethnographic assessment and a social science/anthropological framework was conducted and used methodological complementarity to contextualize results from the initial urinalysis study. Targeted sampling was conducted at two treatment sites. Program staff and patients were recruited to participate in focus groups and semi-structured interviews to assess structural, community, and individual-level factors impacting methamphetamine and opioid co-use. RESULTS Within our broader framework of structural, community, and individual-level factors intersecting co-use, our data yielded three sub-themes: 1) the circulation of stigma regarding methamphetamine use was consistently described by both patients and staff and this intersected structural changes in treatment policy and suggested compounded stigma; 2) community-level factors and temporality were important for understanding patterns of methamphetamine use and for further interpreting the initial urinalysis; 3) patient rationales regarding the co-use of methamphetamine and opioids included strategies to mitigate the harms of heroin, as well as to detox or titrate the effects of heroin. CONCLUSION AND IMPLICATIONS Using an ethnographically-oriented and social science/anthropological approach and methodological complementarity to contextualize the prior urinalysis study demonstrates how behavioral variables cannot be abstracted from larger socio-structural and community contexts which impact people's decision-making process regarding co-use of methamphetamine and opioids. Further, by grounding our analysis in the meaning-centered and experiential narratives of people who use drugs, our research demonstrates the importance of considering the expertise of people who co-use opioids and methamphetamine as central for informing future sustainable program planning to address co-use that also accounts for the interrelationship between structural, community, and individual-level factors.
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Affiliation(s)
- Andrea M Lopez
- Department of Anthropology, University of Maryland, 1111Woods Hall, 4302 Chapel Lane, College Park, MD 20742, USA.
| | - Zena Dhatt
- Department of Anthropology, University of Maryland, 1111Woods Hall, 4302 Chapel Lane, College Park, MD 20742, USA
| | - Mary Howe
- Homeless Youth Alliance, PO Box 170427, San Francisco, CA 94117, USA
| | - Marwa Al-Nassir
- Center for Substance Abuse Research, University of Maryland, College Park, USA
| | - Amy Billing
- Center for Substance Abuse Research, University of Maryland, College Park, USA
| | - Eleanor Artigiani
- Center for Substance Abuse Research, University of Maryland, College Park, USA
| | - Eric D Wish
- Center for Substance Abuse Research, University of Maryland, College Park, USA
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69
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Silverstein SM, Daniulaityte R, Getz K, Zule W. "It's Crazy What Meth Can Help You Do": Lay Beliefs, Practices, and Experiences of Using Methamphetamine to Self-Treat Symptoms of Opioid Withdrawal. Subst Use Misuse 2021; 56:1687-1696. [PMID: 34279180 DOI: 10.1080/10826084.2021.1949612] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
BACKGROUND Across the U.S., methamphetamine use is expanding among people who use illicit opioids (PWUIO). Motives for methamphetamine use must be contextualized within the experiences of PWUIO, who may use methamphetamine not only to achieve euphoria, but also as a tactic of self-management. The overall aim of this study is to contextualize lay beliefs, practices, and experiences of methamphetamine use as a form of self-treatment of symptoms related to chronic opioid use among PWUIO in the Dayton Metro Area of Southwest Ohio, an epicenter of the ongoing opioid crisis. METHODS This paper draws on two phases of interviews conducted with 38 individuals who use both heroin/fentanyl and methamphetamine. This paper primarily analyzes qualitative data but includes supplementary information from the structured interview component. Qualitative interview sections were transcribed in their entirety and thematically analyzed. RESULTS Participants described learning about methamphetamine as a tactic to treat opioid withdrawal symptoms through social networks and through personal experimentation. Many participants suggested that methamphetamine was helpful in relieving exhaustion, alleviating some acute physical symptoms of opioid withdrawal, and providing a psychological distraction, although some admitted that methamphetamine use could incur additional health risks. To effectively use methamphetamine as a tactic of self-treatment, participants emphasized the importance of timing and dosing. DISCUSSION Among PWUIO in the Dayton area, methamphetamine use as a tactic to self-manage opioid withdrawal must be studied in relation to historical and evolving patterns of illicit opioid use and associated risks. More research is needed to understand the long-term health impacts of this emergent practice of polydrug use.
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Affiliation(s)
- Sydney M Silverstein
- Center for Interventions, Treatment, and Addictions Research/Department of Population and Public Health Sciences, Wright State University Boonshoft School of Medicine, Dayton, Ohio, USA
| | | | - Kylie Getz
- Wright State University, Dayton, Ohio, USA
| | - William Zule
- Center for Global Health, RTI International, Durham, North Carolina, USA
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Havens JR, Knudsen HK, Strickland JC, Young AM, Babalonis S, Lofwall MR, Walsh SL. Recent Increase in Methamphetamine Use in a Cohort of Rural People Who Use Drugs: Further Evidence for the Emergence of Twin Epidemics. Front Psychiatry 2021; 12:805002. [PMID: 35069295 PMCID: PMC8777215 DOI: 10.3389/fpsyt.2021.805002] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Accepted: 12/16/2021] [Indexed: 01/14/2023] Open
Abstract
Appalachian Kentucky was at the epicenter of the prescription opioid epidemic in the early 2000's. As we enter the third decade of the epidemic, patterns have begun to emerge as people who use drugs (PWUD) transition from use of opioids to other drugs. The purpose of this analysis was to examine longitudinal changes in methamphetamine use in an ongoing cohort of rural people who use drugs (PWUD) in Appalachian Kentucky. All but five of the cohort participants (N = 503) reported nonmedical prescription opioid use (NMPOU) at baseline and those 498 are included in this longitudinal analysis encompassing eight waves of data (2008-2020). Past 6-month use of methamphetamine was the dependent variable. Given the correlated nature of the data, mixed effects logistic regression was utilized to examine changes in methamphetamine use over time. Significant increases in methamphetamine use were observed over the past decade in this cohort of PWUD, especially in recent years (2017-2020). Prevalence of recent use at baseline and each of the follow-up visits was as follows: 9.4, 5.6, 5.0, 5.4, 8.1, 6.8, 6.9, and 33.1%, respectively (p < 0.001). On the contrary, significant reductions in NMPO and heroin use were observed in the same time period. The odds of methamphetamine use at the most recent visit were 25.8 times greater than at baseline (95% CI: 14.9, 44.6) and 52.6% of those reporting methamphetamine use reported injecting the drug. These results provide further evidence of "twin epidemics" of methamphetamine use among NMPOU. While problematic on several fronts, of particular concern is the lack of effective treatment options for methamphetamine use disorder. As policies around the opioid epidemic continue to evolve, particular attention should be paid to the surge in stimulant use in opioid-endemic areas.
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Affiliation(s)
- Jennifer R Havens
- Department of Behavioral Science, Center on Drug and Alcohol Research, University of Kentucky College of Medicine, Lexington, KY, United States
| | - Hannah K Knudsen
- Department of Behavioral Science, Center on Drug and Alcohol Research, University of Kentucky College of Medicine, Lexington, KY, United States
| | - Justin C Strickland
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - April M Young
- Department of Behavioral Science, Center on Drug and Alcohol Research, University of Kentucky College of Medicine, Lexington, KY, United States.,Department of Epidemiology, University of Kentucky College of Public Health, Lexington, KY, United States
| | - Shanna Babalonis
- Department of Behavioral Science, Center on Drug and Alcohol Research, University of Kentucky College of Medicine, Lexington, KY, United States
| | - Michelle R Lofwall
- Department of Behavioral Science, Center on Drug and Alcohol Research, University of Kentucky College of Medicine, Lexington, KY, United States
| | - Sharon L Walsh
- Department of Behavioral Science, Center on Drug and Alcohol Research, University of Kentucky College of Medicine, Lexington, KY, United States
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Cano M, Huang Y. Overdose deaths involving psychostimulants with abuse potential, excluding cocaine: State-level differences and the role of opioids. Drug Alcohol Depend 2021; 218:108384. [PMID: 33158665 DOI: 10.1016/j.drugalcdep.2020.108384] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/28/2020] [Revised: 10/15/2020] [Accepted: 10/15/2020] [Indexed: 11/19/2022]
Abstract
BACKGROUND Over the course of the past decade, psychostimulants such as methamphetamines have been increasingly reported in overdose deaths in the United States (US). Methamphetamine use has recently risen among individuals who use opioids, yet it is unclear what role the opioid crisis has played in the increase in psychostimulant-involved overdose mortality in states across the US. METHODS Mortality data from the Centers for Disease Control and Prevention were used to examine recent state-level changes in overdose deaths involving psychostimulants with abuse potential, excluding cocaine. Psychostimulant-involved overdose mortality rates, changes in rates, and opioid co-involvement were compared by state and plotted on choropleth maps. Ordinary least squares regression analyses were used to test the associations between a state's psychostimulant-involved overdose mortality rate change and several state-level indicators related to the opioid crisis. RESULTS From 2015/2016-2017/2018, significant increases in psychostimulant-involved overdose mortality rates were observed in 42 of 47 states with data available. Each of the three state-level indicators examined in the study (opioid prescribing rate in 2012, past-year prevalence of opioid use disorder from 2015-2018, and increase in drug overdose mortality during the earliest stages of the opioid crisis from 1999-2012) was positively associated with the absolute rate change in psychostimulant-involved overdose mortality from 2015/2016-2017/2018. CONCLUSIONS Although deaths involving methamphetamine have historically been primarily concentrated in the western US, results of the study reflect the alarming increase in psychostimulant-involved overdose mortality across the nation, especially in some of the states heavily impacted by the opioid crisis.
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Affiliation(s)
- Manuel Cano
- Department of Social Work, University of Texas at San Antonio, 501 W. César E. Chávez Blvd., San Antonio, TX, 78207, USA.
| | - Ying Huang
- Department of Demography, University of Texas at San Antonio, 301 South Frio Street, San Antonio, TX, 78207, USA
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Park JN, Rashidi E, Foti K, Zoorob M, Sherman S, Alexander GC. Fentanyl and fentanyl analogs in the illicit stimulant supply: Results from U.S. drug seizure data, 2011-2016. Drug Alcohol Depend 2021; 218:108416. [PMID: 33278761 PMCID: PMC7751390 DOI: 10.1016/j.drugalcdep.2020.108416] [Citation(s) in RCA: 75] [Impact Index Per Article: 25.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/18/2020] [Revised: 11/08/2020] [Accepted: 11/12/2020] [Indexed: 12/12/2022]
Abstract
BACKGROUND U.S. research examining the illicit drug supply remains rare even though the information could help reduce overdoses. Relatively little is known regarding how often opioids are found in stimulants and whether temporal and geographic trends exist. We examined trends in fentanyl-cocaine and fentanyl-methamphetamine combinations in the national illicit drug supply. METHODS We analysed serial cross-sectional data from the National Forensic Laboratory Information System (NFLIS) collected between January 2011 and December 2016. We restricted the analysis to cocaine (N = 1,389,968) and methamphetamine (n = 1,407,474) samples and calculated proportions containing fentanyl (including 23 related analogs) over time. RESULTS The combined presence of fentanyl and cocaine steadily increased nationally between 2012-2016 (p = 0.01), and the number of such samples tripled from 2015 to 2016 (n = 423 to n = 1,325). Similarly, the combined presence of fentanyl and methamphetamine increased 179 % from 2015 to 2016 (n = 82-n = 272). Patterns varied widely by state; in 2016, fentanyl-cocaine samples were most common in New Hampshire (7.2 %), Connecticut (5.4 %), Ohio (2.6 %) and Massachusetts (2.1 %), whereas fentanyl-methamphetamine samples were most often in New Hampshire (6.1 %), Massachusetts (5.6 %), Vermont (2.4 %) and Maine (1.2 %). CONCLUSIONS Although relatively uncommon, the presence of fentanyl in the stimulant supply increased significantly between 2011 and 2016, with the greatest increases occuring between 2015-2016; the presence of these products was concentrated in the U.S. Northeast. Given these trends, strengthening community-based drug checking programs and surveillance within the public health infrastructure could help promote timely responses to novel threats posed by rapid shifts in the drug supply that may lead to inadvertent exposures.
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Affiliation(s)
- Ju Nyeong Park
- Department of Health, Behavior and Society, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, 21205, United States.
| | - Emaan Rashidi
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, 21205, United States
| | - Kathryn Foti
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, 21205, United States
| | - Michael Zoorob
- Department of Government, Graduate School of Arts and Sciences, Harvard University, United States
| | - Susan Sherman
- Department of Health, Behavior and Society, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, 21205, United States; Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, 21205, United States
| | - G Caleb Alexander
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, 21205, United States; Center for Drug Safety and Effectiveness, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, 21205, United States; Division of General Internal Medicine, Johns Hopkins Medicine, Baltimore, MD, 21287, United States
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Pollini RA, Ozga JE, Blanchard D, Syvertsen JL. Consider the Source: Associations between Syringe Sources and Risky Injection Behaviors in California's Central Valley. Subst Use Misuse 2021; 56:2007-2016. [PMID: 34379030 DOI: 10.1080/10826084.2021.1963987] [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: 10/20/2022]
Abstract
BACKGROUND Sterile syringe access is critical to prevent serious viral and bacterial infections among people who inject drugs (PWID) but many areas across the United States lack sufficient access. Although California law allows nonprescription pharmacy syringe sales and syringe services programs (SSPs), access gaps remain in the largely rural Central Valley. OBJECTIVE The purpose of this study was to examine syringe access and related injection behaviors among PWID in Fresno, California. METHODS We used respondent driven sampling to recruit 494 individuals for a survey about syringe access and injection behaviors between April and September 2016. Participants were ≥18 years old and injected at least twice in the past 30 days. Descriptive statistics examined syringe access and logistic regression determined if discrete syringe source categories were significantly associated with syringe sharing and/or reuse. RESULTS A majority (67%) obtained syringes from an authorized source; SSPs were most common (59%), while few reported pharmacy purchase (14%). Unauthorized sources were even more common (79%), primarily friends (64%) or someone on the street (37%). Compared to PWID who used only authorized sources, those using only unauthorized sources had a higher odds of syringe sharing (AOR = 3.40, 95% CI: 1.66, 6.95) and syringe reuse (AOR = 6.22; 95% CI: 2.24, 17.29), as did those who reported mixed sources (AOR = 3.78; 95% CI: 1.90, 7.54 and AOR = 4.64; 95% CI: 2.08, 10.35). CONCLUSIONS Our findings demonstrate a need to expand syringe access in nonurban California to prevent the syringe sharing and reuse that contributes to serious viral and bacterial infections among PWID.
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Affiliation(s)
- Robin A Pollini
- Pacific Institute for Research and Evaluation, Calverton, Maryland, USA.,Department of Behavioral Medicine & Psychiatry, West Virginia University, Morgantown, West Virginia, USA.,Department of Epidemiology, West Virginia University, Morgantown, West Virginia, USA
| | - Jenny E Ozga
- Department of Behavioral Medicine & Psychiatry, West Virginia University, Morgantown, West Virginia, USA
| | | | - Jennifer L Syvertsen
- Department of Anthropology, University of California, Riverside, Riverside, California, USA
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74
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Gainer DM, Nahhas RW, Vanderhoof T, Silverstein SM, Wright MD, Vanderhoof SO, Miller SC. Exploring the Interactions between Non-Medical Methamphetamine Use and Prescribed Buprenorphine or Naltrexone in Opioid Use Disorder Treatment Retention. Subst Use Misuse 2021; 56:2160-2170. [PMID: 34538204 DOI: 10.1080/10826084.2021.1975747] [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: 10/20/2022]
Abstract
OBJECTIVES Our objectives were to examine the impact of methamphetamine use on opioid use disorder (OUD) treatment retention in patients prescribed either buprenorphine/buprenorphine-naloxone (BUP-NX) or naltrexone/extended-release naltrexone (XR-NTX), while also exploring the role of other risk factors that may modify the impact of methamphetamine use. METHODS We conducted an exploratory retrospective study examining OUD treatment retention in 127 patients in Ohio (USA). Patients were prescribed either BUP-NX or naltrexone/XR-NTX. Cox proportional hazard regression was used to compare time to dropout of treatment between patients positive and negative on screening for methamphetamines at intake, estimate the association between other risk factors and time to dropout, and test interactions between risk factors and methamphetamine status. RESULTS Among patients prescribed naltrexone/XR-NTX, those positive for methamphetamines had almost three times the risk of treatment dropout (AHR = 2.89, 95% CI =1.11, 7.07), significantly greater (interaction p = .039) than the methamphetamine effect among those prescribed BUP-NX (AHR = 0.94, 95% CI = 0.51, 1.65). Early in treatment, being prescribed BUP-NX was strongly associated with a greater risk of treatment dropout (at baseline: AHR = 2.90, 95% CI = 1.33, 7.15), regardless of baseline methamphetamine use status. However, this effect decreased with time and shifted to greater risk of dropout among those prescribed naltrexone/XR-NTX (non-proportional hazard; interaction with time AHR = 0.66, 95% CI = 0.49, 0.86), with the shift occurring sooner among those positive for methamphetamine at baseline. CONCLUSIONS Additional support should be provided to patients who use methamphetamines prior to starting OUD treatment.
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Affiliation(s)
- Danielle M Gainer
- Department of Psychiatry, Boonshoft School of Medicine, Wright State University, Dayton, Ohio, USA.,Center for Interventions, Treatment, and Addictions Research, Department of Population and Public Health Sciences, Boonshoft School of Medicine, Wright State University, Dayton, Ohio, USA
| | - Ramzi W Nahhas
- Department of Psychiatry, Boonshoft School of Medicine, Wright State University, Dayton, Ohio, USA.,Department of Population & Public Health Sciences, Boonshoft School of Medicine, Wright State University, Dayton, Ohio, USA
| | - Tyler Vanderhoof
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Sydney M Silverstein
- Center for Interventions, Treatment, and Addictions Research, Department of Population and Public Health Sciences, Boonshoft School of Medicine, Wright State University, Dayton, Ohio, USA.,Department of Population & Public Health Sciences, Boonshoft School of Medicine, Wright State University, Dayton, Ohio, USA
| | - Mark D Wright
- Department of Psychiatry and Behavioral Health, The Ohio State University, Columbus, Ohio, USA
| | | | - Shannon C Miller
- Department of Psychiatry, Boonshoft School of Medicine, Wright State University, Dayton, Ohio, USA.,Department of Population & Public Health Sciences, Boonshoft School of Medicine, Wright State University, Dayton, Ohio, USA.,Mental Health Care Line, Dayton VA Medical Center/Middletown CBOC, Middletown, Ohio, USA
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75
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Baltes A, Akhtar W, Birstler J, Olson-Streed H, Eagen K, Seal D, Westergaard R, Brown R. Predictors of skin and soft tissue infections among sample of rural residents who inject drugs. Harm Reduct J 2020; 17:96. [PMID: 33267848 PMCID: PMC7709308 DOI: 10.1186/s12954-020-00447-3] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2020] [Accepted: 11/20/2020] [Indexed: 12/31/2022] Open
Abstract
Introduction Skin and soft tissue infections (SSTIs) are among the leading causes of morbidity and mortality for people who inject drugs (PWID). Studies demonstrate that certain injection practices correlate with SSTI incidence among PWID. The opioid epidemic in the USA has particularly affected rural communities, where access to prevention and treatment presents unique challenges. This study aims to estimate unsafe injection practices among rural-dwelling PWID; assess treatments utilized for injection related SSTIs; and gather data to help reduce the overall risk of injection-related SSTIs. Methods Thirteen questions specific to SSTIs and injection practices were added to a larger study assessing unmet health care needs among PWID and were administered at six syringe exchange programs in rural Wisconsin between May and July 2019. SSTI history prevalence was estimated based on infections reported within one-year prior of response and was compared to self-reported demographics and injection practices. Results Eighty responses were collected and analyzed. Respondents were white (77.5%), males (60%), between the ages 30 and 39 (42.5%), and have a high school diploma or GED (38.75%). The majority of respondents (77.5%) reported no history of SSTI within the year prior to survey response. Females were over three times more likely to report SSTI history (OR = 3.07, p = 0.038) compared to males. Water sources for drug dilution (p = 0.093) and frequency of injecting on first attempt (p = 0.037), but not proper skin cleaning method (p = 0.378), were significantly associated with a history of SSTI. Injecting into skin (p = 0.038) or muscle (p = 0.001) was significantly associated with a history of SSTI. Injection into veins was not significantly associated with SSTI (p = 0.333).
Conclusion Higher-risk injection practices were common among participants reporting a history of SSTIs in this rural sample. Studies exploring socio-demographic factors influencing risky injection practices and general barriers to safer injection practices to prevent SSTIs are warranted. Dissemination of education materials targeting SSTI prevention and intervention among PWID not in treatment is warranted.
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Affiliation(s)
- Amelia Baltes
- Department of Family Medicine and Community Health, School of Medicine and Public Health, University of Wisconsin, Madison, WI, USA.
| | - Wajiha Akhtar
- Department of Medicine, School of Medicine and Public Health, University of Wisconsin, Madison, WI, USA
| | - Jen Birstler
- Department of Biostatistics and Medical Informatics, School of Medicine and Public Health, University of Wisconsin, Madison, WI, USA
| | - Heidi Olson-Streed
- Wisconsin Department of Health Services Hepatitis C Program, Madison, USA
| | - Kellene Eagen
- Department of Family Medicine and Community Health, School of Medicine and Public Health, University of Wisconsin, Madison, WI, USA
| | - David Seal
- School of Public Health and Tropical Disease, Tulane University, New Orleans, USA
| | - Ryan Westergaard
- Department of Medicine, School of Medicine and Public Health, University of Wisconsin, Madison, WI, USA
| | - Randall Brown
- Department of Family Medicine and Community Health, School of Medicine and Public Health, University of Wisconsin, Madison, WI, USA
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76
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Huynh P, Victor G, Ray B. Using prescribing and toxicology data to determine non-medical prescription drug overdose. Addict Behav Rep 2020; 12:100289. [PMID: 32637565 PMCID: PMC7330872 DOI: 10.1016/j.abrep.2020.100289] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2020] [Revised: 05/28/2020] [Accepted: 06/03/2020] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Overdose deaths have increased dramatically in the United States and are often attributed to prescription opioids. This study presents a framework for "overdose typologies", including non-medical prescription drug use, to more accurately describe drug use patterns. METHODS This study examined linked prescription drug monitoring program (PDMP) and toxicology data (2016-2018) from accidental overdose deaths from a large metropolitan coroner's office in the Midwest (Indianapolis, Indiana). RESULTS In total, 1,112 accidental overdose deaths occurred and over two-thirds (68.0%; n = 756) were coded as an illicit drug user with no prescription opioid present in the toxicology. The most infrequent categories were prescription opioid users 5.5% (n = 61). CONCLUSION Linked PDMP and toxicology reports are useful in identifying drug use patterns that contribute to mortality.
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Affiliation(s)
- Philip Huynh
- Center for Behavioral Health and Justice at Wayne State University, Detroit, MI, United States
| | - Grant Victor
- Center for Behavioral Health and Justice at Wayne State University, Detroit, MI, United States
| | - Brad Ray
- Center for Behavioral Health and Justice at Wayne State University, Detroit, MI, United States
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77
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Methamphetamine Increases the Proportion of SIV-Infected Microglia/Macrophages, Alters Metabolic Pathways, and Elevates Cell Death Pathways: A Single-Cell Analysis. Viruses 2020; 12:v12111297. [PMID: 33198269 PMCID: PMC7697917 DOI: 10.3390/v12111297] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2020] [Revised: 11/10/2020] [Accepted: 11/10/2020] [Indexed: 12/31/2022] Open
Abstract
Both substance use disorder and HIV infection continue to affect many individuals. Both have untoward effects on the brain, and the two conditions often co-exist. In the brain, macrophages and microglia are infectable by HIV, and these cells are also targets for the effects of drugs of abuse, such as the psychostimulant methamphetamine. To determine the interaction of HIV and methamphetamine, we isolated microglia and brain macrophages from SIV-infected rhesus monkeys that were treated with or without methamphetamine. Cells were subjected to single-cell RNA sequencing and results were analyzed by statistical and bioinformatic analysis. In the animals treated with methamphetamine, a significantly increased proportion of the microglia and/or macrophages were infected by SIV. In addition, gene encoding functions in cell death pathways were increased, and the brain-derived neurotropic factor pathway was inhibited. The gene expression patterns in infected cells did not cluster separately from uninfected cells, but clusters comprised of microglia and/or macrophages from methamphetamine-treated animals differed in neuroinflammatory and metabolic pathways from those comprised of cells from untreated animals. Methamphetamine increases CNS infection by SIV and has adverse effects on both infected and uninfected microglia and brain macrophages, highlighting the dual and interacting harms of HIV infection and drug abuse on the brain.
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78
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King C, Nicolaidis C, Korthuis PT, Priest KC, Englander H. Patterns of substance use before and after hospitalization among patients seen by an inpatient addiction consult service: A latent transition analysis. J Subst Abuse Treat 2020; 118:108121. [PMID: 32972645 PMCID: PMC8244750 DOI: 10.1016/j.jsat.2020.108121] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2020] [Revised: 07/27/2020] [Accepted: 08/19/2020] [Indexed: 11/17/2022]
Abstract
BACKGROUND AND AIMS Polysubstance use is common and contributes to morbidity and mortality of hospitalized patients, and yet little is known about patterns of substance use among hospitalized patients, or how an addiction consult service (ACS) might impact polysubstance use after discharge. The objective of this study was to identify patterns of substance use at admission and after discharge among hospitalized patients with substance use disorders who saw an ACS. DESIGN Prospective cohort study. We used latent transition analysis of substance use scores at the time of hospital admission and 30 to 90 days posthospitalization. SETTING Single, academic health center with an ACS in Portland, Oregon, from 2015 to 2018. PARTICIPANTS/CASES Patients were eligible if they received a consult to the inpatient ACS. MEASUREMENTS We used Addiction Severity Index-Lite scores to capture self-reported substance use at baseline and follow-up for heroin, other opioid, alcohol, amphetamine, and cocaine. FINDINGS From 2015 to 2018, 486 individuals consented to participate. More than half of patients used more than one substance at baseline. Of those reporting any baseline opioid use, nearly three-quarters (n=187, 69.5%) had polysubstance use in the previous 30 days, including alcohol (n=80, 29.7%), cocaine (n=25, 9.3%), or amphetamine use (n=142, 52.8%). We identified three patterns of substance use at baseline: 1) alcohol use dominant, 2) polysubstance use dominant, and 3) heroin and other opioid use dominant. Patients transitioned along five trajectories to three different follow-up profiles that showed lower endorsement of all substances used. Slightly more than 40% (40.1%) of patients newly endorsed abstinence of at least one substance at follow-up. CONCLUSIONS Polysubstance use is common in hospitalized patients with substance use disorders and identifying patterns of polysubstance use can guide clinical management. Hospital providers should prepare to manage polysubstance use during hospitalization and hospitals should broaden care beyond interventions for opioid use disorder.
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Affiliation(s)
- Caroline King
- Department of Biomedical Engineering, School of Medicine, Oregon Health & Science University, Portland, OR, United States of America; MD/PhD Program, School of Medicine, Oregon Health & Science University, Portland, OR, United States of America.
| | - Christina Nicolaidis
- School of Social Work, Portland State University, Portland, OR, United States of America; OHSU-PSU School of Public Health, Oregon Health & Science University, Portland, OR, United States of America; Division of General Internal Medicine, Department of Medicine, Oregon Health & Science University, Portland, OR, United States of America
| | - P Todd Korthuis
- OHSU-PSU School of Public Health, Oregon Health & Science University, Portland, OR, United States of America; Division of General Internal Medicine, Department of Medicine, Oregon Health & Science University, Portland, OR, United States of America
| | - Kelsey C Priest
- MD/PhD Program, School of Medicine, Oregon Health & Science University, Portland, OR, United States of America
| | - Honora Englander
- Division of Hospital Medicine, Department of Medicine, Oregon Health & Science University, Portland, OR, United States of America
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79
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Moradi M, Ekhtiari H, Kuplicki R, McKinney B, Stewart JL, Victor TA, Paulus MP. Evaluating the resource allocation index as a potential fMRI-based biomarker for substance use disorder. Drug Alcohol Depend 2020; 216:108211. [PMID: 32805548 PMCID: PMC7609625 DOI: 10.1016/j.drugalcdep.2020.108211] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/24/2020] [Revised: 07/24/2020] [Accepted: 07/27/2020] [Indexed: 10/23/2022]
Abstract
BACKGROUND There is a lack of neuroscience-based biomarkers for the diagnosis, treatment and monitoring of individuals with substance use disorders (SUD). The resource allocation index (RAI), a measure of the interrelationship between salience, executive control and default-mode brain networks (SN, ECN, and DMN), has been proposed as one such biomarker. However, the RAI has yet to be extensively tested in SUD samples. METHODS The present analysis compared RAI scores between individuals with stimulant and/or opioid use disorders (SUD; n = 139, abstinent 4-365 days) and healthy controls (HC; n = 56) who had completed resting-state functional magnetic resonance imaging (fMRI) scans within the context of the Tulsa 1000 cohort. First, we used independent component analysis (ICA) to identify the SN, ECN, and DMN and extract their time series data. Second, we used multiple permutations of automatically identified networks to compute RAI as reported in the fMRI literature. RESULTS First, the RAI as a metric depended substantially on the approach that was used to define the network components. Second, regardless of the selection of networks, after controlling for multiple testing there was no difference in RAI scores between SUD and HC. Third, the RAI was not associated with any substance use-related self-report measures. CONCLUSION Taken together, these findings do not provide evidence that RAI can be used as an fMRI-derived biomarker for the severity or diagnosis of individuals with SUD.
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Affiliation(s)
- Mahdi Moradi
- Laureate Institute for Brain Research, 6655 South Yale Ave., Tulsa, OK, 74136, United States; Department of Computer Science, J. Newton Rayzor Hall, The University of Tulsa, 800 South Tucker Drive, Tulsa, OK, 74104, United States.
| | - Hamed Ekhtiari
- Laureate Institute for Brain Research, 6655 South Yale Ave., Tulsa, OK, 74136, United States.
| | - Rayus Kuplicki
- Laureate Institute for Brain Research, 6655 South Yale Ave., Tulsa, OK, 74136, United States.
| | - Brett McKinney
- Department of Computer Science, J. Newton Rayzor Hall, The University of Tulsa, 800 South Tucker Drive, Tulsa, OK, 74104, United States; Department of Mathematics, Keplinger Hall 3085, The University of Tulsa, 800 South Tucker Drive, Tulsa, OK, 74104, United States.
| | - Jennifer L Stewart
- Laureate Institute for Brain Research, 6655 South Yale Ave., Tulsa, OK, 74136, United States; Department of Community Medicine, Oxley Health Sciences, The University of Tulsa, 1215 S. Boulder Ave, Tulsa, OK, 74119, United States.
| | - Teresa A Victor
- Laureate Institute for Brain Research, 6655 South Yale Ave., Tulsa, OK, 74136, United States.
| | - Martin P Paulus
- Laureate Institute for Brain Research, 6655 South Yale Ave., Tulsa, OK, 74136, United States; Department of Community Medicine, Oxley Health Sciences, The University of Tulsa, 1215 S. Boulder Ave, Tulsa, OK, 74119, United States; Department of Psychiatry, University of California, San Diego, United States.
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80
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Havens JR, Knudsen HK, Young AM, Lofwall MR, Walsh SL. Longitudinal trends in nonmedical prescription opioid use in a cohort of rural Appalachian people who use drugs. Prev Med 2020; 140:106194. [PMID: 32652132 PMCID: PMC7680378 DOI: 10.1016/j.ypmed.2020.106194] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/05/2019] [Revised: 06/13/2020] [Accepted: 07/05/2020] [Indexed: 01/22/2023]
Abstract
Rural Appalachia remains an epicenter of the prescription opioid epidemic. In 2008, a cohort study was undertaken to examine longitudinal trends in nonmedical prescription opioid use (NMPOU). Eight waves of data (2008-2020) from the Social Networks among Appalachian People (SNAP) cohort were utilized for the current analysis. Only those who reported recent (past 6-month) NMPOU at baseline are included (n = 498, 99%). Mixed-effects logistic regression was used to model factors associated with NMPOU over time. Recent NMPOU declined significantly over the past decade (p < .001). However, 54.1% of participants still engaged in NMPOU at their most recent follow-up. Receipt of benefits for a physical or mental disability (adjusted odds ratio [aOR]: 3.11, 95% Confidence Interval [CI]: 1.98, 4.90) and self-described poor health status (aOR: 3.67, 95% CI: 1.61, 8.37) were both associated with NMPOU. All treatment modalities (methadone maintenance, residential, outpatient counseling) tested in the model, with the notable exception of detoxification, were associated with significantly lower odds of NMPOU. Although significant declines in prescription opioid misuse were observed in the cohort, more than half of all participants were engaged in NMPOU more than a decade after entering the study. Substance use disorder (SUD) treatment (excluding detoxification) was shown associated with reduced odds of continued NMPOU; therefore, increasing access to evidence-based treatments should be a priority in rural areas affected by the ongoing opioid epidemic.
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Affiliation(s)
- Jennifer R Havens
- Center on Drug and Alcohol Use, University of Kentucky College of Medicine, United States of America; Department of Behavioral Science, University of Kentucky College of Medicine, United States of America.
| | - Hannah K Knudsen
- Center on Drug and Alcohol Use, University of Kentucky College of Medicine, United States of America; Department of Behavioral Science, University of Kentucky College of Medicine, United States of America
| | - April M Young
- Center on Drug and Alcohol Use, University of Kentucky College of Medicine, United States of America; Department of Epidemiology, University of Kentucky College of Public Health, United States of America
| | - Michelle R Lofwall
- Center on Drug and Alcohol Use, University of Kentucky College of Medicine, United States of America; Department of Behavioral Science, University of Kentucky College of Medicine, United States of America
| | - Sharon L Walsh
- Center on Drug and Alcohol Use, University of Kentucky College of Medicine, United States of America; Department of Behavioral Science, University of Kentucky College of Medicine, United States of America
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Blondino CT, Gormley MA, Taylor DDH, Lowery E, Clifford JS, Burkart B, Graves WC, Lu J, Prom-Wormley EC. The Influence of Co-Occurring Substance Use on the Effectiveness of Opiate Treatment Programs According to Intervention Type. Epidemiol Rev 2020; 42:57-78. [PMID: 32944731 DOI: 10.1093/epirev/mxaa005] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2019] [Revised: 06/23/2020] [Accepted: 09/15/2020] [Indexed: 12/31/2022] Open
Abstract
This systematic review describes the influence of co-occurring substance use on the effectiveness of opiate treatment programs. MEDLINE/PubMed, Embase, PsychINFO, and the Cumulative Index to Nursing and Allied Health Literature were searched from database inception to November 28, 2018, to identify eligible opioid treatment studies in the United States that assessed the relationship between co-occurring substance use and treatment outcome (i.e., opioid abstinence and treatment retention). A total of 34 eligible studies were included. Overall, co-occurring substance use was associated with negative treatment outcomes regardless of intervention type. However, patterns varied by substance and intervention type. In particular, co-occurring use of cocaine or marijuana with opioids was associated with reduced treatment retention and opioid abstinence regardless of intervention type. Co-occurring use of amphetamines, compared with no use or reduced use of amphetamines, decreased treatment retention. Co-occurring use of alcohol was both positively and negatively associated with treatment outcomes. One study reported a significant positive association between sedative use and opioid abstinence. Generally, findings suggest that combined interventions reported better health outcomes compared with pharmacological or behavioral intervention studies alone. The findings of this review emphasize the need to comprehensively study and address co-occurring substance use to improve opiate treatment programs.
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82
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Testa A, Lee JG. Trends in Sentencing of Federal Drug Offenders: Findings From U.S. District Courts 2002–2017. JOURNAL OF DRUG ISSUES 2020. [DOI: 10.1177/0022042620959071] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
This study uses 16 years (2002–2017) of federal criminal drug sentences from the U.S. Sentencing Commission (USSC) to examine trends in two criminal sentencing outcomes: whether a defendant received a prison sentence and the length of a prison sentence. Logistic and ordinary least squares regression analyses were used to assess criminal sentencing outcomes. Moderation analyses are conducted to assess variation in sentencing for specific drug offenses over time. Results demonstrate that sentencing for federal drug crimes has become less severe over time. However, there is substantial heterogeneity in sentencing across different drug types, with pharmaceutical opioid cases receiving the least leniency over time regarding the incarceration decision and methamphetamine cases experiencing the lowest reduction in the length of prison sentences from 2002 to 2017. Finally, our analysis stratified by race/ethnicity suggested that there is heterogeneity in sentencing outcomes for federal drug offenders, conditional on racial and ethnic background.
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83
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Gaines TL, Wagner KD, Mittal ML, Bowles JM, Copulsky E, Faul M, Harding RW, Davidson PJ. Transitioning from pharmaceutical opioids: A discrete-time survival analysis of heroin initiation in suburban/exurban communities. Drug Alcohol Depend 2020; 213:108084. [PMID: 32544797 PMCID: PMC7371530 DOI: 10.1016/j.drugalcdep.2020.108084] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/05/2019] [Revised: 05/01/2020] [Accepted: 05/09/2020] [Indexed: 11/25/2022]
Abstract
INTRODUCTION Research identifying pathways to heroin use has typically been conducted among urban populations. This study examined heroin initiation following pharmaceutical opioid use in three suburban/exurban Southern California counties. METHODS Interviewer-administered surveys collected data among 330 participants (65.9 % male; 63.9 % non-Hispanic white) whose initial use of any opioid was a pharmaceutical opioid. Retrospective discrete-time survival analysis identified predictors of heroin initiation, measured as self-reported age of first heroin use. RESULTS Median age of first pharmaceutical opioid use was 17 years; 50.6 % initially acquired pharmaceutical opioids from an illicit source, 56.7 % first used pharmaceutical opioids for recreational purposes, and 86 % initiated heroin use. Average time from first pharmaceutical opioid use to first heroin use was 8.2 years. Drug/alcohol treatment (adjusted Hazard Ratio [aHR]: 0.67, 95 % CI: 0.50, 0.88) was associated with delayed time to heroin initiation. Obtaining opioids from non-medical sources (aHR: 2.21, 95 % CI: 1.55, 3.14) was associated with accelerated time to heroin initiation. Reporting supply problems with obtaining pharmaceutical opioids (e.g., unable to acquire pharmaceutical opioids) was associated with accelerated time to heroin initiation, but the magnitude of this effect was dependent on one's history of methamphetamine use (p < 0.05). CONCLUSIONS Time to heroin initiation following pharmaceutical opioid use was accelerated among those reporting supply problems and delayed among those with exposure to substance use treatment. Interventions interrupting supply of opioids might benefit from coordination with evidence-based medication-assisted treatment to minimize the risk of transitioning to heroin use, particularly among those with a long history of non-prescribed pharmaceutical opioid use.
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Affiliation(s)
- T L Gaines
- Division of Infectious Diseases and Global Public Health, Department of Medicine, University of California, San Diego, 9500 Gilman Drive #0507, La Jolla, CA 92093-0507, USA.
| | - K D Wagner
- School of Community Health Sciences, University of Nevada, Reno, 1664 N. Virginia Street, Reno, NV, 89557, USA
| | - M L Mittal
- Division of Infectious Diseases and Global Public Health, Department of Medicine, University of California, San Diego, 9500 Gilman Drive #0507, La Jolla, CA 92093-0507, USA
| | - J M Bowles
- Centre on Drug Policy Evaluation, Li Ka Shing Knowledge Institute, St. Michael's Hospital, 209 Victoria St. Toronto, Ontario, M5B 3M6, Canada
| | - E Copulsky
- Division of Infectious Diseases and Global Public Health, Department of Medicine, University of California, San Diego, 9500 Gilman Drive #0507, La Jolla, CA 92093-0507, USA
| | - M Faul
- Health Systems and Trauma Systems Branch, Mailstop F-62, Centers for Disease Control and Prevention, 1600 Clifton Road, Atlanta, GA 30329, USA
| | - R W Harding
- School of Community Health Sciences, University of Nevada, Reno, 1664 N. Virginia Street, Reno, NV, 89557, USA
| | - P J Davidson
- Division of Infectious Diseases and Global Public Health, Department of Medicine, University of California, San Diego, 9500 Gilman Drive #0507, La Jolla, CA 92093-0507, USA
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Ronsley C, Nolan S, Knight R, Hayashi K, Klimas J, Walley A, Wood E, Fairbairn N. Treatment of stimulant use disorder: A systematic review of reviews. PLoS One 2020; 15:e0234809. [PMID: 32555667 PMCID: PMC7302911 DOI: 10.1371/journal.pone.0234809] [Citation(s) in RCA: 122] [Impact Index Per Article: 30.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2020] [Accepted: 06/02/2020] [Indexed: 12/20/2022] Open
Abstract
AIMS Stimulant use disorder contributes to a substantial worldwide burden of disease, although evidence-based treatment options are limited. This systematic review of reviews aims to: (i) synthesize the available evidence on both psychosocial and pharmacological interventions for the treatment of stimulant use disorder; (ii) identify the most effective therapies to guide clinical practice, and (iii) highlight gaps for future study. METHODS A systematic database search was conducted to identify systematic reviews and meta-analyses. Eligible studies were those that followed standard systematic review methodology and assessed randomized controlled trials focused on the efficacy of interventions for stimulant use disorder. Articles were critically appraised using an assessment tool adapted from Palmeteer et al. and categorized for quality as 'core' or 'supplementary' reviews. Evidence from the included reviews were further synthesized according to pharmacological or non-pharmacological management themes. RESULTS Of 476 identified records, 29 systematic reviews examining eleven intervention modalities were included. The interventions identified include: contingency management, cognitive behavioural therapy, acupuncture, antidepressants, dopamine agonists, antipsychotics, anticonvulsants, disulfiram, opioid agonists, N-Acetylcysteine, and psychostimulants. There was sufficient evidence to support the efficacy of contingency management programs for treatment of stimulant use disorder. Psychostimulants, n-acetylcysteine, opioid agonist therapy, disulfiram and antidepressant pharmacological interventions were found to have insufficient evidence to support or discount their use. Results of this review do not support the use of all other treatment options. CONCLUSIONS The results of this review supports the use of contingency management interventions for the treatment of stimulant use disorder. Although evidence to date is insufficient to support the clinical use of psychostimulants, our results demonstrate potential for future research in this area. Given the urgent need for effective pharmacological treatments for stimulant use disorder, high-quality primary research focused on the role of psychostimulant medications for the treatment of stimulant use disorder is needed.
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Affiliation(s)
- Claire Ronsley
- British Columbia Centre on Substance Use, Vancouver, BC, Canada
- Department of Medicine, University of British Columbia, St. Paul’s Hospital, Vancouver, BC, Canada
| | - Seonaid Nolan
- British Columbia Centre on Substance Use, Vancouver, BC, Canada
- Department of Medicine, University of British Columbia, St. Paul’s Hospital, Vancouver, BC, Canada
| | - Rod Knight
- British Columbia Centre on Substance Use, Vancouver, BC, Canada
- Department of Medicine, University of British Columbia, St. Paul’s Hospital, Vancouver, BC, Canada
| | - Kanna Hayashi
- British Columbia Centre on Substance Use, Vancouver, BC, Canada
- Faculty of Health Sciences, Simon Fraser University, Vancouver, BC, Canada
| | - Jano Klimas
- British Columbia Centre on Substance Use, Vancouver, BC, Canada
- School of Medicine, University College Dublin, Belfield, Dublin, Ireland
| | - Alex Walley
- Department of General Internal Medicine, Boston Medical Center, Boston, MA, United States of America
- Boston University School of Medicine, Boston, MA, United States of America
| | - Evan Wood
- British Columbia Centre on Substance Use, Vancouver, BC, Canada
- Department of Medicine, University of British Columbia, St. Paul’s Hospital, Vancouver, BC, Canada
| | - Nadia Fairbairn
- British Columbia Centre on Substance Use, Vancouver, BC, Canada
- Department of Medicine, University of British Columbia, St. Paul’s Hospital, Vancouver, BC, Canada
- * E-mail:
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85
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Bagchi AD. A Structural Competency Curriculum for Primary Care Providers to Address the Opioid Use Disorder, HIV, and Hepatitis C Syndemic. Front Public Health 2020; 8:210. [PMID: 32582612 PMCID: PMC7289946 DOI: 10.3389/fpubh.2020.00210] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2020] [Accepted: 05/07/2020] [Indexed: 12/26/2022] Open
Abstract
The interrelated epidemics of opioid use disorder (OUD) and HIV and hepatitis C virus (HCV) infection have been identified as one of the most pressing syndemics facing the United States today. Research studies and interventions have begun to address the structural factors that promote the inter-relations between these conditions and a number of training programs to improve structural awareness have targeted physician trainees (e.g., residents and medical students). However, a significant limitation in these programs is the failure to include practicing primary care providers (PCPs). Over the past 5 years, there have been increasing calls for PCPs to develop structural competency as a way to provide a more integrated and patient-centered approach to prevention and care in the syndemic. This paper applies Metzel and Hansen's (1) framework for improved structural competency to describe an educational curriculum that can be delivered to practicing PCPs. Skill 1 involves reviewing the historical precedents (particularly stigma) that created the siloed systems of care for OUD, HIV, and HCV and examines how recent biomedical advances allow for greater care integration. To help clinicians develop a more multidisciplinary understanding of structure (Skill 2), trainees will discuss ways to assess structural vulnerability. Next, providers will review case studies to better understand how structural foundations are usually seen as cultural representations (Skill 3). Developing structural interventions (Skill 4) involves identifying ways to create a more integrated system of care that can overcome clinical inertia. Finally, the training will emphasize cultural humility (Skill 5) through empathetic and non-judgmental patient interactions. Demonstrating understanding of the structural barriers that patients face is expected to enhance patient trust and increase retention in care. The immediate objective is to pilot test the feasibility of the curriculum in a small sample of primary care sites and develop metrics for future evaluation. While the short-term goal is to test the model among practicing PCPs, the long-term goal is to implement the training practice-wide to ensure structural competence throughout the clinical setting.
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Affiliation(s)
- Ann D Bagchi
- Rutgers School of Nursing, The State University of New Jersey, Newark, NJ, United States
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86
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Palamar JJ, Han BH, Keyes KM. Trends in characteristics of individuals who use methamphetamine in the United States, 2015-2018. Drug Alcohol Depend 2020; 213:108089. [PMID: 32531703 PMCID: PMC7371537 DOI: 10.1016/j.drugalcdep.2020.108089] [Citation(s) in RCA: 40] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/11/2020] [Revised: 05/15/2020] [Accepted: 05/19/2020] [Indexed: 11/29/2022]
Abstract
BACKGROUND Prevalence of self-reported methamphetamine use has remained relatively stable over the past decade; however, deaths and seizures involving methamphetamine have been increasing. Research is needed to determine if select subgroups in the US are at increased risk for use. METHODS We examined data from individuals ages ≥12 from the 2015-2018 National Survey on Drug Use and Health (n = 226,632), an annual nationally representative cross-sectional survey of non-institutionalized individuals in the US. Log-linear trends in past-year methamphetamine use were examined, stratified by demographic and drug use characteristics. RESULTS Methamphetamine use increased in the US from 2015 to 2018, including among those reporting past-year use of ecstasy/MDMA (6.1 % to 10.8 % [p = .018], a 78.2 % increase), cocaine (8.4 % to 11.8 % [p = .013], a 40.1 % increase), and among those reporting past-year prescription opioid misuse (5.4 % to 8.0 % [p = .019], a 49.2 % increase). Increases were particularly pronounced among those reporting past-year use of heroin (22.5 % to 37.4 % [p = .032], a 66.2 % increase) and LSD (5.1 %-= to 10.3 % [p = .002], a 100.4 % increase). Small increases were also detected among heterosexuals (0.6 % to 0.7 % [p = .044], a 16.2 % increase), those with a high school diploma or less (1.0 % to 1.2 % [p = .020], a 22.0 % increase), and among those receiving government assistance (1.4 % to 1.8 % [p = .046], a 26.2 % increase). CONCLUSIONS Methamphetamine use is increasing among people who use other drugs with sharp increases among people who use heroin or LSD in particular, and this could have serious public health consequences. Results may signal that methamphetamine use may continue to increase in the general population.
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Affiliation(s)
- Joseph J. Palamar
- New York University School of Medicine, Department of Population Health, 180 Madison Avenue, New York, NY 10016,Center for Drug Use and HIV/HCV Research, New York University College of Global Public Health, 665 Broadway, New York, NY 10012
| | - Benjamin H. Han
- New York University School of Medicine, Department of Population Health, 180 Madison Avenue, New York, NY 10016,Center for Drug Use and HIV/HCV Research, New York University College of Global Public Health, 665 Broadway, New York, NY 10012,New York University School of Medicine, Department of Medicine, Division of Geriatric Medicine and Palliative Care, 550 First Avenue, BCD 615, New York, NY 10016
| | - Katherine M. Keyes
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, NY
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Merchant E, Burke D, Shaw L, Tookes H, Patil D, Barocas JA, Wurcel AG. Hospitalization outcomes of people who use drugs: One size does not fit all. J Subst Abuse Treat 2020; 112:23-28. [PMID: 32199542 DOI: 10.1016/j.jsat.2020.01.010] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2019] [Revised: 01/10/2020] [Accepted: 01/20/2020] [Indexed: 11/19/2022]
Abstract
People with opioid use disorder (OUD) have worse hospital outcomes and higher healthcare costs. There are rising reports of people with OUD also using other classes of drugs, however patterns of substance use have not been evaluated for differential effects on hospital outcomes. We performed a data-analysis of the Healthcare Utilization Project's National Readmissions Database, examining the effects of patterns of substance use, age, gender, and diagnosis on the outcomes of Against Medical Advice (AMA) discharges and 30-day readmissions. About one-third of the patients with OUD who were admitted to the hospital had at least one additional substance use disorder (SUD). Thirteen percent of persons with OUD were discharged AMA, and 12% were readmitted to the hospital within 30 days of discharge. Compared to people with OUD alone, people who used stimulants had increased odds of AMA discharge (aOR 1.83 (CI 1.73, 1.96)) and 30-day readmission (aOR 1.30 (95% CI 1.23, 1.37)). Multiple concomitant substance use disorders were associated with increased odds of AMA discharge and 30-day readmission. Conclusions: People with OUD have high rates of both AMA discharges and 30 day-readmissions, and there is a layered effect of increasing co-occurring SUDs leading to worse hospitalization outcomes. The heterogeneity of drug use patterns needs to be considered when developing strategies to improve health care outcomes for people with substance use disorder.
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Affiliation(s)
- Elisabeth Merchant
- Department of Medicine, Tufts Medical Center, Boston, MA, United States of America
| | - Deirdre Burke
- Division of Geographic Medicine and Infectious Diseases, Department of Medicine Tufts Medical Center, United States of America
| | - Leah Shaw
- Division of Geographic Medicine and Infectious Diseases, Department of Medicine Tufts Medical Center, United States of America
| | - Hansel Tookes
- Department of Medicine, Division of Infectious Diseases, University of Miami, Miami, FL, United States of America
| | - Dustin Patil
- Department of Psychiatry, Tufts Medical Center, United States of America
| | - Joshua A Barocas
- Boston University School of Medicine, Boston, MA, United States of America; Boston Medical Center, Boston, MA, United States of America
| | - Alysse G Wurcel
- Division of Geographic Medicine and Infectious Diseases, Department of Medicine Tufts Medical Center, United States of America; Department of Public Health and Community Medicine, Tufts University School of Medicine, Boston, MA, United States of America.
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Daniulaityte R, Silverstein SM, Crawford TN, Martins SS, Zule W, Zaragoza AJ, Carlson RG. Methamphetamine Use and Its Correlates among Individuals with Opioid Use Disorder in a Midwestern U.S. City. Subst Use Misuse 2020; 55:1781-1789. [PMID: 32441178 PMCID: PMC7473491 DOI: 10.1080/10826084.2020.1765805] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Background: U.S. is experiencing a surging trend of methamphetamine use among individuals who use opioids. More research is needed to characterize this emerging "twin epidemic." Objectives: The study aims to identify social and behavioral characteristics associated with methamphetamine use among individuals with opioid use disorder (OUD) in the Dayton, Ohio, area, an epicenter of the opioid crisis and an emerging frontier of methamphetamine epidemic. Methods: 357 adult individuals with current OUD were recruited using targeted and respondent-driven sampling. Structured interviews collected information on social and drug use characteristics. Multivariable Logistic Regression was used to identify characteristics associated with the past 6-month use of methamphetamine. Results: 49.7% were female, and 88.8% were non-Hispanic whites. 55.6% used methamphetamine in the past 6-months, and 84.9% reported first use of methamphetamine after initiation of illicit opioids. Methamphetamine use was associated with homelessness (aOR = 2.46, p = .0001), lifetime history of diverted pharmaceutical stimulant use (aOR = 2.97, p < .001), injection route of heroin/fentanyl use (aOR = 1.89, p = .03), preference for fentanyl over heroin (aOR = 1.82, p = .048), lifetime history of extended-release injectable naltrexone (Vivitrol)-based treatment (aOR = 2.89, p = .003), and more frequent marijuana use (aOR = 1.26, p = .04). Discussion: The findings point to the complexity of motivational and behavioral pathways associated with methamphetamine and opioid co-use, ranging from self-treatment and substitution behaviors, attempts to endure homelessness, and greater risk taking to experience euphoria. More research is needed to understand the causal relationships and the association between methamphetamine and Vivitrol use. Public health responses to the opioid crisis need to be urgently expanded to address the growing epidemic of methamphetamine use.
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Affiliation(s)
| | - Sydney M Silverstein
- Center for Interventions, Treatment, and Addictions Research, Department of Population and Public Health Sciences, Boonshoft School of Medicine, Wright State University, Dayton, Ohio, USA
| | - Timothy N Crawford
- Department of Population and Public Health Sciences, Boonshoft School of Medicine, Wright State University, Dayton, Ohio, USA
| | - Silvia S Martins
- Department of Epidemiology, Columbia University Mailman School of Public Health, New York City, New York, USA
| | - William Zule
- Center for Global Health, International, Research Triangle Park, Durham, North Carolina, USA
| | - Angela J Zaragoza
- Center for Interventions, Treatment, and Addictions Research, Department of Population and Public Health Sciences, Boonshoft School of Medicine, Wright State University, Dayton, Ohio, USA
| | - Robert G Carlson
- Center for Interventions, Treatment, and Addictions Research, Department of Population and Public Health Sciences, Boonshoft School of Medicine, Wright State University, Dayton, Ohio, USA
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