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Pro G, Cantor J, Buttram M, Brown CC, Gu M, Mancino M, Zaller N. Geographic and Racial/Ethnic Differences in Access to Methamphetamine Detoxification Services, United States, 2021. Med Care 2024; 62:464-472. [PMID: 38761164 DOI: 10.1097/mlr.0000000000002013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/20/2024]
Abstract
INTRODUCTION Methamphetamine detoxification before entering formal and longer term treatment may have a positive impact on treatment retention and success. Understanding geographic distribution of methamphetamine specialty detox services and differential access by race/ethnicity is critical for establishing policies that ensure equitable access across populations. METHODS We used the Mental health and Addiction Treatment Tracking Repository to identify treatment facilities that offered any substance use detoxification in 2021 (N=2346) as well as the census block group in which they were located. We sourced data from the US Census Bureau to identify the percentage of a census block group that was White, Black, and Hispanic. We used logistic regression to model the availability of methamphetamine-specific detox, predicted by the percentage of a block group that was Black and Hispanic. We adjusted for relevant covariates and defined state as a random effect. We calculated model-based predicted probabilities. RESULTS Over half (60%) of detox facilities offered additional detox services specifically for methamphetamine. Sixteen states had <10 methamphetamine-specific detox facilities. The predicted probability of methamphetamine-specific detox availability was 60% in census block groups with 0%-9% Black residents versus only 46% in census block groups with 90%-100% Black residents, and was 61% in census block groups with 0%-9% Hispanic residents versus 30% in census block groups with 90%-100% Hispanic residents. CONCLUSIONS During an unprecedented national methamphetamine crisis, access to a critical health care service was disproportionately lower in communities that were predominately Black and Hispanic. We orient our findings around a discussion of health disparities, residential segregation, and the upstream causes of the systematic exclusion of minoritized communities from health care.
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Affiliation(s)
- George Pro
- Health Behavior and Health Education, Fay W. Boozman College of Public Health, University of Arkansas for Medical Sciences, Little Rock, AR
- Southern Public Health and Criminal Justice Research Center, Fay W. Boozman College of Public Health, University of Arkansas for Medical Sciences, Little Rock, AR
| | | | - Mance Buttram
- Health, Human Performance, and Recreation, University of Arkansas, Fayetteville, AR
- Center for Public Health and Technology, University of Arkansas, Fayetteville, AR
| | - Clare C Brown
- Health Policy and Management, Fay W. Boozman College of Public Health, University of Arkansas for Medical Sciences, Little Rock, AR
| | - Mofan Gu
- Health Behavior and Health Education, Fay W. Boozman College of Public Health, University of Arkansas for Medical Sciences, Little Rock, AR
- Southern Public Health and Criminal Justice Research Center, Fay W. Boozman College of Public Health, University of Arkansas for Medical Sciences, Little Rock, AR
| | - Michael Mancino
- Center for Addiction Research, Psychiatric Research Institute, College of Medicine, University of Arkansas for Medical Sciences, Little Rock, AR
| | - Nickolas Zaller
- Health Behavior and Health Education, Fay W. Boozman College of Public Health, University of Arkansas for Medical Sciences, Little Rock, AR
- Southern Public Health and Criminal Justice Research Center, Fay W. Boozman College of Public Health, University of Arkansas for Medical Sciences, Little Rock, AR
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Erinoso O, Daugherty R, Kirk MR, Harding RW, Etchart H, Reyes A, Page K, Fiuty P, Wagner KD. Safety strategies and harm reduction for methamphetamine users in the era of fentanyl contamination: A qualitative analysis. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2024; 128:104456. [PMID: 38761461 DOI: 10.1016/j.drugpo.2024.104456] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2023] [Revised: 05/09/2024] [Accepted: 05/09/2024] [Indexed: 05/20/2024]
Abstract
INTRODUCTION In the United States, methamphetamine use is increasing and the context of its use has changed, with reports of illicitly manufactured fentanyl being mixed with methamphetamine (either deliberately or inadvertently). We explore risk-mitigating actions taken by people who use drugs to protect their health when using methamphetamine in that context. METHODS We conducted qualitative interviews with 48 adults (18+) who used methamphetamine in the past three months at two sites in Nevada, USA and two sites in New Mexico, USA. Interviews were recorded, transcribed, and analyzed using thematic analysis. RESULTS Respondents described two rationales for employing harm reduction strategies. First, to prevent harm from methamphetamine containing illicit fentanyl, and second, to maintain their general wellbeing while using methamphetamine. Regarding methamphetamine containing illicit fentanyl, our findings highlight how respondents employ primary strategies like buying from trusted sources and secondary strategies such as spotting and selective use of harm reduction tools (i.e., fentanyl test strips) to reduce risks. To maintain their general wellbeing, participants reduced their use of methamphetamine as reasonably as possible, and used other substances like marijuana and alcohol alongside methamphetamine to counter the unwanted side effects of methamphetamine (i.e., hallucinations and paranoia). Use of these harm reduction strategies varied within situational and social contexts, and respondents usually developed these strategies based on their lived experiences. CONCLUSION Our findings uniquely demonstrate that people who use methamphetamine prioritize community driven, trust-based strategies within their social networks to mitigate risks in a fentanyl-contaminated drug environment. Additionally, our results indicate that harm reduction behaviors are influenced by multilevel risk environments, which include social, physical, economic, and political factors. Overall, these results highlight the potential for targeted interventions at the network level, which are responsive to complexities and shifts in drug market dynamics- such as illicit fentanyl in methamphetamine.
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Affiliation(s)
- Olufemi Erinoso
- Department of Health Behavior, Policy and Administration Sciences, School of Public Health, University of Nevada, Reno, United States
| | - Robbie Daugherty
- Department of Health Behavior, Policy and Administration Sciences, School of Public Health, University of Nevada, Reno, United States
| | - Mia R Kirk
- Department of Health Behavior, Policy and Administration Sciences, School of Public Health, University of Nevada, Reno, United States
| | - Robert W Harding
- Department of Health Behavior, Policy and Administration Sciences, School of Public Health, University of Nevada, Reno, United States
| | - Haley Etchart
- Department of Health Behavior, Policy and Administration Sciences, School of Public Health, University of Nevada, Reno, United States
| | - Andres Reyes
- Department of Internal Medicine, University of New Mexico Health Sciences, Albuquerque, NM, United States
| | - Kimberly Page
- Department of Internal Medicine, University of New Mexico Health Sciences, Albuquerque, NM, United States
| | - Phillip Fiuty
- New Mexico Health, Albuquerque, New Mexico, United States
| | - Karla D Wagner
- Department of Health Behavior, Policy and Administration Sciences, School of Public Health, University of Nevada, Reno, United States.
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Tackett WR, Yalakala J, Hambuchen MD. Co-administration of naloxone and dexmedetomidine to simultaneously reverse acute effects of fentanyl and methamphetamine in rats. Drug Alcohol Depend 2024; 259:111301. [PMID: 38640863 DOI: 10.1016/j.drugalcdep.2024.111301] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/23/2024] [Revised: 03/29/2024] [Accepted: 04/10/2024] [Indexed: 04/21/2024]
Abstract
BACKGROUND The incidence of combination methamphetamine (METH)-opioid overdose has substantially increased in recent years. While agitation is uncommon after the naloxone (NLX) reversal of opioids, it is a major clinical concern in acute METH intoxication and can be physiologically antagonized by opioid-induced sedation. This study aimed to perform initial preclinical analysis of the safety and efficacy of dexmedetomidine (DEXMED) co-administered with NLX to attenuate METH-induced locomotor activity, as a rat model of agitation, after the reversal of fentanyl (FENT)-induced sedation. METHODS Male Sprague Dawley rats were administered subcutaneous (SC) 0.1mg/kg FENT ± 1mg/kg METH. Fifteen min later, SC 0.1mg/kg NLX ± an increasing (0, 0.032, 0.056, and 0.1mg/kg) DEXMED dose was administered prior to the measurement of locomotor activity. After a washout period, the FENT ± METH and NLX ± DEXMED administration with the highest dose of DEXMED was administered for measurement of blood oxygen saturation and heart rate. RESULTS After the NLX reversal of FENT-induced sedation, adjunct DEXMED substantially and significantly reduced METH-induced locomotor activity (p<0.05) at all doses tested. While the addition of DEXMED did not significantly reduce blood oxygenation in METH treated rats, it did so in the absence of METH. Also, DEXMED significantly reduced heart rate compared to non-DEXMED treated groups and resulted in further significant reductions in the animals not exposed to METH (p<0.05). CONCLUSIONS These data provide preclinical evidence that DEXMED may be a safe and effective chemical restraint for METH-induced agitation after NLX opioid reversal.
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Affiliation(s)
- Wesley R Tackett
- Department of Pharmaceutical Science, Marshall University School of Pharmacy, Stephen J. Kopp Hall 353, 1 John Marshall Drive, Huntington, WV 25755, USA
| | - Jyostna Yalakala
- Department of Pharmaceutical Science, Marshall University School of Pharmacy, Stephen J. Kopp Hall 353, 1 John Marshall Drive, Huntington, WV 25755, USA
| | - Michael D Hambuchen
- Department of Pharmaceutical Science, Marshall University School of Pharmacy, Stephen J. Kopp Hall 353, 1 John Marshall Drive, Huntington, WV 25755, USA.
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Eger WH, Abramovitz D, Bazzi AR, Bórquez A, Vera CF, Harvey-Vera A, Friedman JR, Strathdee SA. Changes in injecting versus smoking heroin, fentanyl, and methamphetamine among people who inject drugs in San Diego, California, 2020-2023. Drug Alcohol Depend 2024; 259:111318. [PMID: 38692135 DOI: 10.1016/j.drugalcdep.2024.111318] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/23/2024] [Revised: 03/27/2024] [Accepted: 04/16/2024] [Indexed: 05/03/2024]
Abstract
BACKGROUND Amidst an increasingly toxic drug supply in North America, people who inject drugs may be transitioning to smoking them. We aimed to assess changes in injecting and smoking opioids and methamphetamine among a cohort of people who inject drugs from San Diego, California. METHODS Over five six-month periods spanning October 2020-April 2023, we assessed prevalence of injecting and smoking opioids or methamphetamine and whether participants used these drugs more frequently by smoking than injecting. Multivariable Poisson regression via generalized estimating equations was used to examine time trends. RESULTS Of 362 participants, median age was 40 years; a minority were female (29%), Hispanic/Latinx/Mexican (45%), and housed (33%). Among this cohort, of whom 100% injected (and 84% injected and smoked) in period one (October 2020-April 2021), by period five (November 2022-April 2023), 34% only smoked, 59% injected and smoked, and 7% only injected. By period five, the adjusted relative risk (aRR) of injecting opioids was 0.41 (95% Confidence Interval [CI]: 0.33, 0.51) and the aRR for injecting methamphetamine was 0.50 (95% CI: 0.39, 0.63) compared to period one. Risks for smoking fentanyl rose significantly during period three (aRR=1.44, 95% CI: 1.06, 1.94), four (aRR=1.65, 95% CI: 1.24, 2.20) and five (aRR=1.90, 95% CI: 1.43, 2.53) compared to period one. Risks for smoking heroin and methamphetamine more frequently than injecting these drugs increased across all periods. CONCLUSIONS Opioid and methamphetamine injection declined precipitously, with notable increases in smoking these drugs. Research is needed to understand the health consequences of these trends.
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Affiliation(s)
- William H Eger
- School of Social Work, San Diego State University, San Diego, CA, USA; School of Medicine, University of California San Diego, La Jolla, CA, USA
| | - Daniela Abramovitz
- School of Medicine, University of California San Diego, La Jolla, CA, USA
| | - Angela R Bazzi
- Herbert Wertheim School of Public Health, University of California San Diego, La Jolla, CA, USA; Boston University School of Public Health, Boston, MA, USA
| | - Annick Bórquez
- School of Medicine, University of California San Diego, La Jolla, CA, USA
| | - Carlos F Vera
- School of Medicine, University of California San Diego, La Jolla, CA, USA
| | - Alicia Harvey-Vera
- School of Medicine, University of California San Diego, La Jolla, CA, USA
| | - Joseph R Friedman
- Center for Social Medicine and Humanities, University of California, Los Angeles, Los Angeles, USA
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Fredericksen RJ, Baker R, Sibley A, Estadt AT, Colston D, Mixson LS, Walters S, Bresett J, Levander XA, Leichtling G, Davy-Mendez T, Powell M, Stopka TJ, Pho M, Feinberg J, Ezell J, Zule W, Seal D, Cooper HLF, Whitney BM, Delaney JAC, Crane HM, Tsui JI. Motivation and context of concurrent stimulant and opioid use among persons who use drugs in the rural United States: a multi-site qualitative inquiry. Harm Reduct J 2024; 21:74. [PMID: 38561753 PMCID: PMC10985853 DOI: 10.1186/s12954-024-00986-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2023] [Accepted: 03/12/2024] [Indexed: 04/04/2024] Open
Abstract
BACKGROUND In recent years, stimulant use has increased among persons who use opioids in the rural U.S., leading to high rates of overdose and death. We sought to understand motivations and contexts for stimulant use among persons who use opioids in a large, geographically diverse sample of persons who use drugs (PWUD) in the rural settings. METHODS We conducted semi-structured individual interviews with PWUD at 8 U.S. sites spanning 10 states and 65 counties. Content areas included general substance use, injection drug use, changes in drug use, and harm reduction practices. We used an iterative open-coding process to comprehensively itemize and categorize content shared by participants related to concurrent use. RESULTS We interviewed 349 PWUD (64% male, mean age 36). Of those discussing current use of stimulants in the context of opioid use (n = 137, 39%), the stimulant most used was methamphetamine (78%) followed by cocaine/crack (26%). Motivations for co-use included: 1) change in drug markets and cost considerations; 2) recreational goals, e.g., seeking stronger effects after heightened opioid tolerance; 3) practical goals, such as a desire to balance or alleviate the effects of the other drug, including the use of stimulants to avoid/reverse opioid overdose, and/or control symptoms of opioid withdrawal; and 4) functional goals, such as being simultaneously energized and pain-free in order to remain productive for employment. CONCLUSION In a rural U.S. cohort of PWUD, use of both stimulants and opioids was highly prevalent. Reasons for dual use found in the rural context compared to urban studies included changes in drug availability, functional/productivity goals, and the use of methamphetamine to offset opioid overdose. Education efforts and harm reduction services and treatment, such as access to naloxone, fentanyl test strips, and accessible drug treatment for combined opioid and stimulant use, are urgently needed in the rural U.S. to reduce overdose and other adverse outcomes.
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Affiliation(s)
| | - R Baker
- Oregon Health & Science University, Portland, USA
| | - A Sibley
- University of North Carolina at Chapel Hill, Chapel Hill, USA
| | - A T Estadt
- The Ohio State University, Colombus, USA
| | - D Colston
- University of North Carolina at Chapel Hill, Chapel Hill, USA
| | | | | | - J Bresett
- Southern Illinois University School of Medicine, Springfield, USA
| | - X A Levander
- Oregon Health & Science University, Portland, USA
| | | | - T Davy-Mendez
- University of North Carolina at Chapel Hill, Chapel Hill, USA
| | - M Powell
- University of Washington, Seattle, USA
| | - T J Stopka
- Tufts University School of Medicine, Department of Public Health and Community Medicine, Medford, USA
| | - M Pho
- University of Chicago, Chicago, USA
| | - J Feinberg
- West Virginia University, Morgantown, USA
| | - J Ezell
- Cornell University, Ithaca, USA
| | - W Zule
- University of North Carolina at Chapel Hill, Chapel Hill, USA
| | - D Seal
- Tulane University, New Orleans, USA
| | | | | | | | - H M Crane
- University of Washington, Seattle, USA
| | - J I Tsui
- University of Washington, Seattle, USA
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van Amsterdam J, van den Brink W. Explaining the high mortality among opioid-cocaine co-users compared to opioid-only users. A systematic review. J Addict Dis 2024:1-11. [PMID: 38504419 DOI: 10.1080/10550887.2024.2331522] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/21/2024]
Abstract
RATIONALE The opioid crisis in North America has recently seen a fourth wave, which is dominated by drug-related deaths due to the combined use of illicitly manufactured fentanyl [IMF] and stimulants such as cocaine and methamphetamine. OBJECTIVES A systematic review addressing the question why drug users combine opioids and stimulants and why the combination results in such a high overdose mortality: from specific and dangerous pharmacokinetic or pharmacodynamic interactions or from accidental poisoning? RESULTS Motives for the combined use include a more intensive high or rush when used at the same time, and some users have the unfounded and dangerous belief that co-use of stimulants will counteract opioid-induced respiratory depression. Overdose deaths due to combined (intravenous) use of opioids and stimulants are not likely to be caused by specific pharmacokinetic or pharmacodynamic interactions between the two drugs and it is unlikely that the main cause of overdose deaths is due to accidental poisoning. CONCLUSION The unexpectedly high overdose rates in this population could not be attributed to accidental overdosing or pharmacokinetic/pharmacodynamic interactions. The most likely explanation for the high rate of drug-related deaths in opioid-cocaine co-users is careless overdosing with either cocaine, opioid(s) or both, probably facilitated by the high level of preexisting impulsivity in these co-users and a further acute increase in impulsivity following cocaine use. The primary corollary is that cocaine users should avoid IMF use in the same time window. In addition, IMF users should refrain from cocaine use to avoid impulsive IMF overdosing.
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Affiliation(s)
- Jan van Amsterdam
- Department of Psychiatry, Amsterdam UMC, Location Academic Medical Center, Amsterdam Neuroscience, Research Program Compulsivity, Impulsivity & Attention, Amsterdam, The Netherlands
| | - Wim van den Brink
- Department of Psychiatry, Amsterdam UMC, Location Academic Medical Center, Amsterdam Neuroscience, Research Program Compulsivity, Impulsivity & Attention, Amsterdam, The Netherlands
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Mars S, Ondocsin J, Holm N, Ciccarone D. The influence of transformations in supply on methamphetamine initiation among people injecting opioids in the United States. Harm Reduct J 2024; 21:57. [PMID: 38443903 PMCID: PMC10913463 DOI: 10.1186/s12954-024-00976-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2023] [Accepted: 02/27/2024] [Indexed: 03/07/2024] Open
Abstract
BACKGROUND Co-use of methamphetamine (MA) and opioids (pharmaceutical pills, heroin and fentanyls) has increased in the United States and is represented in rising mortality. Although coinciding with the import of low cost, high potency and purity methamphetamine, the relationship between supply and demand in propelling this polydrug use is not well understood. We consider the influence of macro changes in supply on the uptake of opioid and methamphetamine co-use by injection at the level of individual drug and injection initiation in West Virginia, a state which leads the US in drug overdose mortality. METHOD We recruited n = 30 people for semi-structured interviews who self-reported injecting heroin/fentanyl and using methamphetamine by any route at a West Virginia syringe service program and through snowball sampling. Interviews were recorded and transcripts analyzed using a thematic approach. Ethnographic observation was also conducted and recorded in fieldnotes. Sequence of substance and mode of use initiation and use trajectories for opioids and stimulants were charted for each participant. RESULTS A clear pattern of individual drug initiation emerged that matched each successive supply wave of the US overdose epidemic: 25 participants had initiated opioid use with pills, followed by heroin, often mixed with/replaced by fentanyl, and subsequently added methamphetamine use. For participants, the supply and consumption of opioid analgesics had set in motion a series of steps leading to the addition of stimulant injection to existing opioid injecting repertoires. Unlike other studies that have found a birth cohort effect in patterns of initiation, participants showed the same sequence across age groups. Considerations of economy, availability, dependence, tolerance and the erosion of taboos that marked transitions from opioid pills to heroin injection influenced these subsequent trajectories in novel ways. The form, timing and extent of opioid and stimulant consumption was influenced by four stages of the changing drug supply, which in turn reflected back on demand. CONCLUSION Transformations in the social meaning and supply of methamphetamine enabled these transitions while other desired, non-injectable drugs were difficult to obtain. We discuss policy implications of injectable drugs' market dominance at this location and possible interventions.
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Affiliation(s)
- Sarah Mars
- University of California, San Francisco, USA.
| | | | - Nicole Holm
- University of California, San Francisco, USA
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Eger WH, Abramovitz D, Bazzi AR, Bórquez A, Vera CF, Harvey-Vera A, Friedman JR, Strathdee SA. Changes in injecting versus smoking heroin, fentanyl, and methamphetamine among people who inject drugs in San Diego, California, 2020 to 2023. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.02.23.24303293. [PMID: 38464097 PMCID: PMC10925373 DOI: 10.1101/2024.02.23.24303293] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/12/2024]
Abstract
Background Amidst a rapidly evolving drug supply in North America, people who inject drugs may be transitioning to smoking them. We aimed to assess changes in injecting and smoking heroin, fentanyl and methamphetamine among a cohort of people who injected drugs at baseline from San Diego, California. Methods Over five six-month periods spanning October 2020-April 2023, we assessed prevalence of injecting and smoking opioids or methamphetamine and whether participants used these drugs more frequently by smoking than injecting. Multivariable Poisson regression via Generalized Estimating Equations was used to examine time trends. Results Of 362 participants, median age was 40 years; most were male (72%), non-Hispanic (55%), and unhoused (67%). Among this cohort, of whom 100% injected (or injected and smoked) at baseline, by period five (two years later), 34% reported only smoking, while 59% injected and smoked, and 7% only injected. By period five, the adjusted relative risk (aRR) of injecting opioids was 0.41 (95% Confidence Interval [CI]: 0.33, 0.51) compared to period one, and the aRR for injecting methamphetamine was 0.50 (95% CI: 0.39, 0.63). Compared to period one, risks for smoking fentanyl rose significantly during period three (aRR=1.44, 95% CI: 1.06, 1.94), four (aRR=1.65, 95% CI: 1.24, 2.20) and five (aRR=1.90, 95% CI: 1.43, 2.53). Risks for smoking heroin and methamphetamine more frequently than injecting these drugs increased across all periods. Conclusions Opioid and methamphetamine injection declined precipitously, with notable increases in smoking these drugs. Research is urgently needed to understand the health consequences of these trends.
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Affiliation(s)
- William H. Eger
- School of Social Work, San Diego State University, San Diego, California, USA
- School of Medicine, University of California San Diego, La Jolla, California, USA
| | - Daniela Abramovitz
- School of Medicine, University of California San Diego, La Jolla, California, USA
| | - Angela R. Bazzi
- Herbert Wertheim School of Public Health, University of California San Diego, La Jolla, California, USA
- Boston University School of Public Health, Boston, MA, USA
| | - Annick Bórquez
- School of Medicine, University of California San Diego, La Jolla, California, USA
| | - Carlos F. Vera
- School of Medicine, University of California San Diego, La Jolla, California, USA
| | - Alicia Harvey-Vera
- School of Medicine, University of California San Diego, La Jolla, California, USA
| | - Joseph R. Friedman
- Center for Social Medicine and Humanities, University of California, Los Angeles, Los Angeles
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Forchuk C, Serrato J, Scott L. Perceptions of stigma among people with lived experience of methamphetamine use within the hospital setting: qualitative point-in-time interviews and thematic analyses of experiences. Front Public Health 2024; 12:1279477. [PMID: 38414902 PMCID: PMC10896942 DOI: 10.3389/fpubh.2024.1279477] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2023] [Accepted: 01/25/2024] [Indexed: 02/29/2024] Open
Abstract
Objectives As part of a larger mixed-methods study into harm reduction in the hospital setting and people with lived experience of methamphetamine use, stigma was found to be a prominent issue. The aim of this secondary analysis was to investigate the issue of stigma. Design Participants completed a one-time qualitative interview component to assess their experiences in the hospital setting. Setting The study setting included secondary and tertiary care in Southwestern Ontario, Canada. Participants who had received care from these settings were also recruited from an overdose prevention site, a primary healthcare center, a national mental health organization, an affordable housing agency, and six homeless-serving agencies between October 2020 and April 2021. Participants A total of 104 individuals completed the qualitative component of a mixed-methods interview. Sixty-seven participants identified as male, thirty-six identified as female, and one identified as non-binary. Inclusion criteria included past or current use of methamphetamine, having received services from a hospital, and being able to communicate in English. Methods Open-ended questions regarding experiences in the hospital setting were asked in relation to the lived experience of methamphetamine. A secondary analysis was conducted post-hoc using a thematic ethnographic approach due to prominent perceptions of stigma. Results Three themes were identified. The first theme identified that substance use was perceived as a moral and personal choice; the second theme pertained to social stigmas such as income, housing and substance use, and consequences such as being shunned or feeling less worthy than the general patient population; and the third theme highlighted health consequences such as inadequate treatment or pain management. Conclusion This study revealed that stigma can have consequences that extend beyond the therapeutic relationship and into the healthcare of the individual. Additional training and education for healthcare providers represents a key intervention to ensure care is non-stigmatizing and patient-centered, as well as changing hospital culture.
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Affiliation(s)
- Cheryl Forchuk
- Lawson Health Research Institute, London, ON, Canada
- Arthur Labatt Family School of Nursing, Western University, London, ON, Canada
| | | | - Leanne Scott
- Lawson Health Research Institute, London, ON, Canada
- Arthur Labatt Family School of Nursing, Western University, London, ON, Canada
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Friedman J, Shover CL. Charting the fourth wave: Geographic, temporal, race/ethnicity and demographic trends in polysubstance fentanyl overdose deaths in the United States, 2010-2021. Addiction 2023; 118:2477-2485. [PMID: 37705148 DOI: 10.1111/add.16318] [Citation(s) in RCA: 32] [Impact Index Per Article: 32.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/05/2022] [Accepted: 06/29/2023] [Indexed: 09/15/2023]
Abstract
AIMS To characterize polysubstance death in the United States during the transition to the fourth wave of the drug overdose crisis. To characterize co-involved substances in fatal overdose involving synthetic opioids (mainly illicitly manufactured fentanyl analogues) by year, state, and intersectional sociodemographic groups. DESIGN Population-based study of national death records. SETTING United States. PARTICIPANTS/CASES All people who died from drug overdose in the United States between 2010 and 2021. MEASUREMENTS Percentage of all fatal overdose involving fentanyls, stimulants, and other drugs. Most commonly co-involved substances in fentanyl overdose by state and year. Percentage of fatal fentanyl overdose co-involving stimulants by state and year. Percentage of fatal fentanyl overdose co-involving stimulants by intersectional region, race/ethnicity, age, and sex. FINDINGS The percent of US overdose deaths involving both fentanyl and stimulants increased from 0.6% (n = 235) in 2010 to 32.3% (34 429) in 2021, with the sharpest rise starting in 2015. In 2010, fentanyl was most commonly found alongside prescription opioids, benzodiazepines, and alcohol. In the Northeast this shifted to heroin-fentanyl co-involvement in the mid-2010s, and nearly universally to cocaine-fentanyl co-involvement by 2021. Universally in the West, and in the majority of states in the South and Midwest, methamphetamine-fentanyl co-involvement predominated by 2021. The proportion of stimulant involvement in fentanyl-involved overdose deaths rose in virtually every state 2015-2021. Intersectional group analysis reveals particularly high rates for older Black and African American individuals living in the West. CONCLUSIONS By 2021 stimulants were the most common drug class found in fentanyl-involved overdoses in every state in the US. The rise of deaths involving cocaine and methamphetamine must be understood in the context of a drug market dominated by illicit fentanyls, which have made polysubstance use more sought-after and commonplace. The widespread concurrent use of fentanyl and stimulants, as well as other polysubstance formulations, presents novel health risks and public health challenges.
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Affiliation(s)
- Joseph Friedman
- Center for Social Medicine and Humanities, University of California, Los Angeles, California, USA
| | - Chelsea L Shover
- Division of General Internal Medicine and Health Service Research, University of California, Los Angeles, California, USA
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Gibbons JB, Harris SJ, Solomon KT, Sugarman O, Hardy C, Saloner B. Increasing overdose deaths among Black Americans: a review of the literature. Lancet Psychiatry 2023; 10:719-726. [PMID: 37236218 DOI: 10.1016/s2215-0366(23)00119-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/17/2023] [Revised: 03/13/2023] [Accepted: 03/26/2023] [Indexed: 05/28/2023]
Abstract
In 2020, opioid overdose fatalities among Black Americans surpassed those among White Americans for the first time in US history. This Review analyses the academic literature on disparities in overdose deaths to highlight potential factors that could explain these increases in overdose deaths among Black Americans. Overall, we find that differences in structural and social determinants of health; inequality in the access, use, and continuity of substance use disorder and harm reduction services; variability in fentanyl exposure and risk; and changes in social and economic circumstances since the onset of the COVID-19 pandemic are central to explaining this trend. We conclude with a discussion of opportunities for US policy reform and opportunities for future research.
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Affiliation(s)
- Jason B Gibbons
- Department of Health Policy and Management, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA.
| | - Samantha J Harris
- Department of Health Policy and Management, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA
| | | | - Olivia Sugarman
- Department of Health Policy and Management, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA
| | - Carlos Hardy
- Maryland Recovery Organization Connecting Communities, Baltimore, MD, USA
| | - Brendan Saloner
- Department of Health Policy and Management, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA; Department of Mental Health, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA
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12
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Russell C, Law J, Imtiaz S, Rehm J, Le Foll B, Ali F. The impact of methamphetamine use on medications for opioid use disorder (MOUD) treatment retention: a scoping review. Addict Sci Clin Pract 2023; 18:48. [PMID: 37587456 PMCID: PMC10433668 DOI: 10.1186/s13722-023-00402-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Accepted: 07/28/2023] [Indexed: 08/18/2023] Open
Abstract
BACKGROUND An emerging public health threat of methamphetamine/opioid co-use is occurring in North America, including increases in overdoses related to concomitant methamphetamine/opioid use. This presents a potential risk to established treatments for opioid use disorder (i.e., medications for opioid use disorder [MOUD]). To date, few studies have examined the impact of methamphetamine use on MOUD-related outcomes, and no studies have synthesized data on MOUD retention. METHODS A scoping review was undertaken to examine the impact of methamphetamine use on MOUD retention. All original published research articles were searched in Embase, MEDLINE, PsychINFO, CINAHL, Scopus, Cochrane Central Register of Controlled Trials, Cochrane Database of Systematic Reviews and Cochrane Protocols, and Google scholar databases. Data were extracted into a standardized data extraction chart. Findings were presented narratively. RESULTS All eight included studies demonstrated an increased likelihood of treatment discontinuation or dropout among patients enrolled in MOUD who used methamphetamine. The frequency of methamphetamine use was also associated with MOUD dropout, in that those who used methamphetamine more often were more likely to discontinue MOUD. The definitions and measurements of MOUD retention varied considerably, as did the magnitude of effect size. CONCLUSIONS Results indicate that methamphetamine use has an undesirable impact on MOUD retention and results in an increased risk of treatment discontinuation or dropout. Strategies to identify concurrent methamphetamine use among individuals engaging in MOUD and educate them on the increased risk for dropout should be undertaken. Further research is needed to understand how MOUD retention among patients with concomitant opioid and methamphetamine use can be improved.
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Affiliation(s)
- Cayley Russell
- Centre for Addiction and Mental Health (CAMH) & Ontario Node, Institute for Mental Health Policy Research, Canadian Research Initiative in Substance Misuse (CRISM), 33 Ursula Franklin St., Toronto, ON, M5S 2S1, Canada.
| | - Justine Law
- Centre for Addiction and Mental Health (CAMH) & Ontario Node, Institute for Mental Health Policy Research, Canadian Research Initiative in Substance Misuse (CRISM), 33 Ursula Franklin St., Toronto, ON, M5S 2S1, Canada
| | - Sameer Imtiaz
- Centre for Addiction and Mental Health (CAMH) & Ontario Node, Institute for Mental Health Policy Research, Canadian Research Initiative in Substance Misuse (CRISM), 33 Ursula Franklin St., Toronto, ON, M5S 2S1, Canada
| | - Jürgen Rehm
- Centre for Addiction and Mental Health (CAMH) & Ontario Node, Institute for Mental Health Policy Research, Canadian Research Initiative in Substance Misuse (CRISM), 33 Ursula Franklin St., Toronto, ON, M5S 2S1, Canada
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON, M5S 1A1, Canada
- Department of Psychiatry, University of Toronto, Toronto, ON, M5S 1A1, Canada
- Institute of Medical Science (IMS), University of Toronto, Toronto, ON, M5S 1A1, Canada
- Institut Für Klinische Psychologie Und Psychotherapie, Technische Universität Dresden, Chemnitzer Str. 46, 01187, Dresden, Germany
- Department of International Health Projects, Institute for Leadership and Health Management, I.M. Sechenov First Moscow State Medical University, Bol'shaya, Pirogovskaya Ulitsa, 19c1, Moscow, Russia, 119146
- Center for Interdisciplinary Addiction Research (ZIS), Department of Psychiatry and Psychotherapy, University Medical Center Hamburg-Eppendorf (UKE), Martinistraße 52, 20246, Hamburg, Germany
| | - Bernard Le Foll
- Department of Psychiatry, University of Toronto, Toronto, ON, M5S 1A1, Canada
- Department of Pharmacology and Toxicology & Department of Family and Community Medicine, Faculty of Medicine, University of Toronto, Toronto, ON, M5S 1A1, Canada
- Translational Addiction Research Lab, Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health (CAMH), Toronto, M5S 2S1, Canada
- Waypoint Research Institute, Waypoint Center for Mental Health Care, Penetanguishene, ON, L9M 1G3, Canada
| | - Farihah Ali
- Centre for Addiction and Mental Health (CAMH) & Ontario Node, Institute for Mental Health Policy Research, Canadian Research Initiative in Substance Misuse (CRISM), 33 Ursula Franklin St., Toronto, ON, M5S 2S1, Canada
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13
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van Amsterdam J, Pierce M, van den Brink W. Predictors and motives of polydrug use in opioid users. A narrative review. Curr Opin Psychiatry 2023:00001504-990000000-00066. [PMID: 37191648 DOI: 10.1097/yco.0000000000000875] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/17/2023]
Abstract
PURPOSE OF REVIEW To review the recent literature on predictors and personal motives of polydrug use in opioid users with a focus on combined use of opioids with stimulants, benzodiazepines and gabapentinoids. RECENT FINDINGS In North America, methamphetamine is now the most prevalent co-drug in opioid users and is responsible for high mortality rates. In Europe, opioids are rather combined with either cocaine, benzodiazepines or gabapentionoids, but recent data are lacking.Main personal motives of opioid users to combine opioids with methamphetamine or cocaine is to boost the opioid high, inhibit the withdrawal effects of heroin and have a cheaper alternative to maintain the opioid high. Risk factors of polydrug use by opioid users included being male, younger age, homelessness, high-risk sexual behavior, needle sharing, incarceration, poor mental health and recent use of cocaine or prescription opioids. The motives for co-use of opioids and gabapentinoids also include seeking a better high, lower price and to self-medicate pain/physical symptoms, including those resulting from withdrawal. SUMMARY When treating opioid users with polydrug drug use, special attention should be paid to dosing when in opioid agonist methadone/buprenorphine treatment and to the presence of physical pain. The validity of part of the personal motives seems questionable which deserves attention when counselling opioid users with polydrug use.
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Affiliation(s)
- Jan van Amsterdam
- Amsterdam UMC, location University of Amsterdam, Department of Psychiatry, Meibergdreef 9, Amsterdam, Netherlands; Amsterdam Neuroscience, Research Program Compulsivity, Impulsivity & Attention, Amsterdam, The Netherlands
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Tardelli VS, Johnstone S, Xu B, Kim S, K. Kim H, Gratzer D, George TP, Le Foll B, Castle DJ. Marked Increase in Amphetamine-Related Emergency Department Visits and Inpatient Admissions in Toronto, Canada, 2014-2021. CANADIAN JOURNAL OF PSYCHIATRY. REVUE CANADIENNE DE PSYCHIATRIE 2023; 68:249-256. [PMID: 36809914 PMCID: PMC10037744 DOI: 10.1177/07067437221125302] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND We report emergency department and inpatient amphetamine-related trends focusing on co-occurring substance use and psychiatric diagnoses at the Centre for Addiction and Mental Health, the largest mental health teaching hospital in Canada. METHODS We describe yearly trends in amphetamine-related Centre for Addiction and Mental Health emergency department visits and inpatient admissions out of all emergency department visits and inpatient admissions between 2014 and 2021, along with proportions of concurrent substance-related admissions and mental/psychotic disorders emergency department visits and inpatient admissions among amphetamine-related contacts; joinpoint regression analyses assessed changes in amphetamine-related emergency department visits and inpatient admissions. RESULTS Amphetamine-related emergency department visits rose from 1.5% in 2014 to 8.3% in 2021, with a peak of 9.9% in 2020. Amphetamine-related inpatient admissions rose from 2.0% to 8.8% in 2021, with a peak of 8.9% in 2020. Significant increasing trends in the percentage of amphetamine-related emergency department visits happened especially between the second and the fourth quarter of 2014 (quarterly percent change = + 71.4, P <0.01). Similarly, the percentage of amphetamine-related inpatient admissions increased mostly between the second quarter of 2014 and the third quarter of 2015 (quarterly percent change = + 32.6, P <0.01). The proportion of concurrent opioid-related contacts among amphetamine-related emergency department visits and inpatient admission increased markedly between 2014 and 2021; psychotic disorders in amphetamine-related inpatient admissions more than doubled from 2015 to 2021. DISCUSSION Prevalence of amphetamine use, mostly from methamphetamine, has been increasing in Toronto as have co-occurring psychiatric disorders and opioid use. Our findings highlight the need for increases in accessible efficacious treatments for complex populations with polysubstance use and co-occurring disorders.
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Affiliation(s)
- Vitor S. Tardelli
- Centre for Complex Interventions, Centre for Addiction and Mental
Health, Toronto, Canada
- Departamento de Psiquiatria, Universidade Federal de Sao
Paulo, Sao Paulo, Brazil
- Translational Addiction Research Laboratory, Centre for Addiction and Mental
Health, Toronto, Canada
| | - Samantha Johnstone
- Centre for Complex Interventions, Centre for Addiction and Mental
Health, Toronto, Canada
| | - Bin Xu
- CAMH Reporting and Analytics/Performance Improvement, Toronto,
Canada
| | - Soyeon Kim
- Waypoint Research Institute, Waypoint Centre for Mental Health
Care, Penetanguishene, Canada
- Psychiatry and Behavioural
Neurosciences, McMaster University, Hamilton, Canada
| | - Helena K. Kim
- Department of Psychiatry, University of Toronto, Toronto,
Canada
| | - David Gratzer
- Department of Psychiatry, University of Toronto, Toronto,
Canada
- Centre for Addiction and Mental
Health, Toronto, ON, Canada
| | - Tony P. George
- Centre for Complex Interventions, Centre for Addiction and Mental
Health, Toronto, Canada
- Department of Psychiatry, University of Toronto, Toronto,
Canada
| | - Bernard Le Foll
- Translational Addiction Research Laboratory, Centre for Addiction and Mental
Health, Toronto, Canada
- Waypoint Research Institute, Waypoint Centre for Mental Health
Care, Penetanguishene, Canada
| | - David J. Castle
- Centre for Complex Interventions, Centre for Addiction and Mental
Health, Toronto, Canada
- Department of Psychiatry, University of Toronto, Toronto,
Canada
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15
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Can accurate demographic information about people who use prescription medications nonmedically be derived from Twitter? Proc Natl Acad Sci U S A 2023; 120:e2207391120. [PMID: 36787355 PMCID: PMC9974473 DOI: 10.1073/pnas.2207391120] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/15/2023] Open
Abstract
Traditional substance use (SU) surveillance methods, such as surveys, incur substantial lags. Due to the continuously evolving trends in SU, insights obtained via such methods are often outdated. Social media-based sources have been proposed for obtaining timely insights, but methods leveraging such data cannot typically provide fine-grained statistics about subpopulations, unlike traditional approaches. We address this gap by developing methods for automatically characterizing a large Twitter nonmedical prescription medication use (NPMU) cohort (n = 288,562) in terms of age-group, race, and gender. Our natural language processing and machine learning methods for automated cohort characterization achieved 0.88 precision (95% CI:0.84 to 0.92) for age-group, 0.90 (95% CI: 0.85 to 0.95) for race, and 94% accuracy (95% CI: 92 to 97) for gender, when evaluated against manually annotated gold-standard data. We compared automatically derived statistics for NPMU of tranquilizers, stimulants, and opioids from Twitter with statistics reported in the National Survey on Drug Use and Health (NSDUH) and the National Emergency Department Sample (NEDS). Distributions automatically estimated from Twitter were mostly consistent with the NSDUH [Spearman r: race: 0.98 (P < 0.005); age-group: 0.67 (P < 0.005); gender: 0.66 (P = 0.27)] and NEDS, with 34/65 (52.3%) of the Twitter-based estimates lying within 95% CIs of estimates from the traditional sources. Explainable differences (e.g., overrepresentation of younger people) were found for age-group-related statistics. Our study demonstrates that accurate subpopulation-specific estimates about SU, particularly NPMU, may be automatically derived from Twitter to obtain earlier insights about targeted subpopulations compared to traditional surveillance approaches.
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16
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Cook RR, Foot C, Arah OA, Humphreys K, Rudolph KE, Luo SX, Tsui JI, Levander XA, Korthuis PT. Estimating the impact of stimulant use on initiation of buprenorphine and extended-release naltrexone in two clinical trials and real-world populations. Addict Sci Clin Pract 2023; 18:11. [PMID: 36788634 PMCID: PMC9930351 DOI: 10.1186/s13722-023-00364-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2022] [Accepted: 02/01/2023] [Indexed: 02/16/2023] Open
Abstract
BACKGROUND Co-use of stimulants and opioids is rapidly increasing. Randomized clinical trials (RCTs) have established the efficacy of medications for opioid use disorder (MOUD), but stimulant use may decrease the likelihood of initiating MOUD treatment. Furthermore, trial participants may not represent "real-world" populations who would benefit from treatment. METHODS We conducted a two-stage analysis. First, associations between stimulant use (time-varying urine drug screens for cocaine, methamphetamine, or amphetamines) and initiation of buprenorphine or extended-release naltrexone (XR-NTX) were estimated across two RCTs (CTN-0051 X:BOT and CTN-0067 CHOICES) using adjusted Cox regression models. Second, results were generalized to three target populations who would benefit from MOUD: Housed adults identifying the need for OUD treatment, as characterized by the National Survey on Drug Use and Health (NSDUH); adults entering OUD treatment, as characterized by Treatment Episodes Dataset (TEDS); and adults living in rural regions of the U.S. with high rates of injection drug use, as characterized by the Rural Opioids Initiative (ROI). Generalizability analyses adjusted for differences in demographic characteristics, substance use, housing status, and depression between RCT and target populations using inverse probability of selection weighting. RESULTS Analyses included 673 clinical trial participants, 139 NSDUH respondents (weighted to represent 661,650 people), 71,751 TEDS treatment episodes, and 1,933 ROI participants. The majority were aged 30-49 years, male, and non-Hispanic White. In RCTs, stimulant use reduced the likelihood of MOUD initiation by 32% (adjusted HR [aHR] = 0.68, 95% CI 0.49-0.94, p = 0.019). Stimulant use associations were slightly attenuated and non-significant among housed adults needing treatment (25% reduction, aHR = 0.75, 0.48-1.18, p = 0.215) and adults entering OUD treatment (28% reduction, aHR = 0.72, 0.51-1.01, p = 0.061). The association was more pronounced, but still non-significant among rural people injecting drugs (39% reduction, aHR = 0.61, 0.35-1.06, p = 0.081). Stimulant use had a larger negative impact on XR-NTX initiation compared to buprenorphine, especially in the rural population (76% reduction, aHR = 0.24, 0.08-0.69, p = 0.008). CONCLUSIONS Stimulant use is a barrier to buprenorphine or XR-NTX initiation in clinical trials and real-world populations that would benefit from OUD treatment. Interventions to address stimulant use among patients with OUD are urgently needed, especially among rural people injecting drugs, who already suffer from limited access to MOUD.
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Affiliation(s)
- R R Cook
- Section of Addiction Medicine, Department of Medicine, Oregon Health & Science University, Sam Jackson Hall, Suite 3370, 3245 SW Pavilion Loop, Portland, OR, 97239, USA.
| | - C Foot
- Section of Addiction Medicine, Department of Medicine, Oregon Health & Science University, Sam Jackson Hall, Suite 3370, 3245 SW Pavilion Loop, Portland, OR, 97239, USA
| | - O A Arah
- Department of Epidemiology, Fielding School of Public Health, University of California, Los Angeles (UCLA), Los Angeles, CA, USA
- Division of Physical Sciences, Department of Statistics, UCLA College, Los Angeles, CA, USA
- Research Unit for Epidemiology, Department of Public Health, Aarhus University, Aarhus, Denmark
| | - K Humphreys
- Center for Innovation to Implementation, VA Palo Alto Health Care System, Palo Alto, CA, USA
- Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, CA, USA
| | - K E Rudolph
- Department of Epidemiology, School of Public Health, Columbia University, New York, NY, USA
| | - S X Luo
- Division on Substance Use Disorders, Department of Psychiatry, Columbia University, New York, USA
| | - J I Tsui
- Department of Medicine, University of Washington, Seattle, WA, USA
| | - X A Levander
- Section of Addiction Medicine, Department of Medicine, Oregon Health & Science University, Sam Jackson Hall, Suite 3370, 3245 SW Pavilion Loop, Portland, OR, 97239, USA
| | - P T Korthuis
- Section of Addiction Medicine, Department of Medicine, Oregon Health & Science University, Sam Jackson Hall, Suite 3370, 3245 SW Pavilion Loop, Portland, OR, 97239, USA
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17
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Parent S, Buttemer S, Philpott J, Moore K. Opioid-related deaths in Kingston, Frontenac, Lennox and Addington in Ontario, Canada: the shadow epidemic. Health Promot Chronic Dis Prev Can 2023; 43:62-72. [PMID: 36794823 PMCID: PMC10026608 DOI: 10.24095/hpcdp.43.2.02] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/18/2023]
Abstract
INTRODUCTION In the Kingston, Frontenac, Lennox and Addington (KFL&A) health unit, opioid overdoses are an important preventable cause of death. The KFL&A region differs from larger urban centres in its size and culture; the current overdose literature that is focussed on these larger areas is less well suited to aid in understanding the context within which overdoses take place in smaller regions. This study characterized opioidrelated mortality in KFL&A, to enhance understanding of opioid overdoses in these smaller communities. METHODS We analyzed opioid-related deaths that occurred in the KFL&A region between May 2017 and June 2021. Descriptive analyses (number and percentage) were performed on factors conceptually relevant in understanding the issue, including clinical and demographic variables, as well as substances involved, locations of deaths and whether substances were used while alone. RESULTS A total of 135 people died of opioid overdose. The mean age was 42 years, and most participants were White (94.8%) and male (71.1%). Decedents often had the following characteristics: being currently or previously incarcerated; using substances alone; not using opioid substitution therapy; and having a prior diagnosis of anxiety and depression. CONCLUSION Specific characteristics such as incarceration, using alone and not using opioid substitution therapy were represented in our sample of people who died of an opioid overdose in the KFL&A region. A robust approach to decreasing opioid-related harm integrating telehealth, technology and progressive policies including providing a safe supply would assist in supporting people who use opioids and in preventing deaths.
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Affiliation(s)
- Stephanie Parent
- Faculty of Health Sciences, Queen's University, Kingston, Ontario, Canada
| | - Samantha Buttemer
- Faculty of Health Sciences, Queen's University, Kingston, Ontario, Canada
| | - Jane Philpott
- Faculty of Health Sciences, Queen's University, Kingston, Ontario, Canada
| | - Kieran Moore
- Ontario Ministry of Health, Toronto, Ontario, Canada
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18
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Elder HJ, Varshneya NB, Walentiny DM, Beardsley PM. Amphetamines modulate fentanyl-depressed respiration in a bidirectional manner. Drug Alcohol Depend 2023; 243:109740. [PMID: 36608481 PMCID: PMC9881117 DOI: 10.1016/j.drugalcdep.2022.109740] [Citation(s) in RCA: 10] [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: 07/31/2022] [Revised: 12/12/2022] [Accepted: 12/12/2022] [Indexed: 12/23/2022]
Abstract
BACKGROUND The opioid epidemic remains one of the most pressing public health crises facing the United States. Fentanyl and related synthetic opioid agonists have largely driven the rising rates of associated overdose deaths, in part, because of their surreptitious use as substitutes for other opioids and as adulterants in psychostimulants. Deaths involving opioids typically result from lethal respiratory depression, and it is currently unknown how co-use of psychostimulants with opioids affects respiratory toxicity. Considering psychostimulant overdoses have increased over 3-fold since 2013, and half of those co-involved opioids, this is a cardinal question. METHODS Naloxone, d-amphetamine (AMPH), and (±)-methamphetamine (METH) were evaluated for their effects on basal and fentanyl-depressed respiration. Minute volume (MVb) was measured in awake, freely moving mice via whole-body plethysmography to quantify fentanyl-induced respiratory depression and its modulation by dose ranges of each test drug. RESULTS Naloxone immediately reversed respiratory depression induced by fentanyl only at the highest dose tested (10 mg/kg). Both AMPH and METH exhibited bidirectional effects on MVb under basal conditions, producing significant (p ≤ 0.05) depressions then elevations of respiration as dose increased. Under depressed conditions the bidirectional effects of AMPH and METH on respiration were exaggerated, exacerbating and then reversing fentanyl-induced depression as dose increased. CONCLUSIONS These results indicate that co-use of amphetamines with fentanyl may worsen respiratory depression, but conversely, monoaminergic components of the amphetamines may possibly be exploited to mitigate fentanyl overdose.
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Affiliation(s)
- Harrison J Elder
- Department of Pharmacology and Toxicology, Virginia Commonwealth University School of Medicine, Richmond, VA, USA
| | - Neil B Varshneya
- Department of Pharmacology and Toxicology, Virginia Commonwealth University School of Medicine, Richmond, VA, USA; Center for Drug Evaluation and Research, Food and Drug Administration, United States Department of Health and Human Services, Silver Spring, MD, USA
| | - D Matthew Walentiny
- Department of Pharmacology and Toxicology, Virginia Commonwealth University School of Medicine, Richmond, VA, USA
| | - Patrick M Beardsley
- Department of Pharmacology and Toxicology, Virginia Commonwealth University School of Medicine, Richmond, VA, USA; Center for Biomarker Research & Precision Medicine, Virginia Commonwealth University School of Pharmacy, Richmond, VA, USA.
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Liu LJW, Crispo JAG, Bach P, Ansell DR, Thibault D, Willis AW, Cragg JJ. Amphetamine-related care in the USA, 2003-2014: cross-sectional analyses examining inpatient trends and factors associated with hospitalisation outcomes. BMJ Open 2022; 12:e059898. [PMID: 36127119 PMCID: PMC9490607 DOI: 10.1136/bmjopen-2021-059898] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
Abstract
OBJECTIVES Although amphetamine use is a growing health problem in the USA, there are limited data on amphetamine-related hospitalisations. The primary objective of our study was to examine trends in amphetamine-related hospitalisations in the USA between 2003 and 2014, including by age and sex. Our secondary objectives were to examine whether demographic, clinical and care setting characteristics were associated with select outcomes of amphetamine-related hospitalisations, including in-hospital mortality, prolonged length of stay and leaving against medical advice. DESIGN, SETTING AND PARTICIPANTS Using the 2003-2014 National Inpatient Sample, we estimated the rate of amphetamine-related hospitalisations for each year in the USA among individuals 18+ years of age, stratified by age and sex. Subgroup analyses examined hospitalisations due to amphetamine causes. Unconditional logistic regression modelling was used to estimate the adjusted odds of admission outcomes for sociodemographic, clinical and hospital indicators. PRIMARY AND SECONDARY OUTCOMES Our primary outcome was amphetamine-related hospitalisations between 2003 and 2014; secondary outcomes included in-hospital mortality, prolonged length of stay and leaving against medical advice. RESULTS Amphetamine-related hospitalisation rates increased from 27 to 69 per 100 000 population between 2003 and 2014. Annual rates were consistently greater among younger (18-44 years) individuals and men. Regional differences were observed, with admission to Western hospitals being associated with increased mortality (adjusted OR, AOR 5.07, 95% CI 1.22 to 21.04) and shorter (0-2 days) lengths of stay (AOR 0.70, 95% CI 0.58 to 0.83) compared with Northeast admissions. Males (AOR 1.26, 95% CI 1.15 to 1.38; compared with females) and self-pay (AOR 2.30, 95% CI 1.90 to 2.79; compared with private insurance) were associated with leaving against medical advice. CONCLUSIONS Increasing rates of amphetamine-related hospitalisation risk being overshadowed by other public health crises. Regional amphetamine interventions may offer the greatest population health benefits. Future studies should examine long-term outcomes among patients hospitalised for amphetamine-related causes.
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Affiliation(s)
- Lisa J W Liu
- Collaboration for Outcomes Research and Evaluation (CORE), The University of British Columbia Faculty of Pharmaceutical Sciences, Vancouver, British Columbia, Canada
- International Collaboration on Repair Discoveries (ICORD), The University of British Columbia Faculty of Medicine, Vancouver, British Columbia, Canada
| | - James A G Crispo
- Collaboration for Outcomes Research and Evaluation (CORE), The University of British Columbia Faculty of Pharmaceutical Sciences, Vancouver, British Columbia, Canada
- Human Sciences Division, Northern Ontario School of Medicine University, Sudbury, Ontario, Canada
| | - Paxton Bach
- Department of Medicine, The University of British Columbia Faculty of Medicine, Vancouver, British Columbia, Canada
- British Columbia Centre on Substance Use, St. Paul's Hospital, Vancouver, British Columbia, Canada
| | - Dominique R Ansell
- Emergency Department, Health Sciences North, Sudbury, Ontario, Canada
- Clinical Sciences Division, Northern Ontario School of Medicine University, Sudbury, Ontario, Canada
| | - Dylan Thibault
- Department of Neurology, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
- Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Allison W Willis
- Department of Neurology, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
- Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Jacquelyn J Cragg
- Collaboration for Outcomes Research and Evaluation (CORE), The University of British Columbia Faculty of Pharmaceutical Sciences, Vancouver, British Columbia, Canada
- International Collaboration on Repair Discoveries (ICORD), The University of British Columbia Faculty of Medicine, Vancouver, British Columbia, Canada
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Abstract
Rates of stimulant use, including misuse of prescription stimulants and use of cocaine and methamphetamine, are rising rapidly among adolescents and young adults ("youth"). Stimulant misuse is associated with overdose, polysubstance use, substance use disorders, and other medical harms. Substance use is often initiated during adolescence and young adulthood, and interventions during these crucial years have the potential to impact the lifetime risk of stimulant use disorder and associated harms. In this narrative review, we review recent data on prescription and illicit stimulant use in youth. We describe the rising contribution of stimulants to polysubstance use involving opioids and other substances and to overdose, as well as ways to minimize harm. We also discuss prescription stimulant misuse, which is especially prevalent among youth relative to other age groups, and the limited evidence on potential pathways from prescription stimulant use to illicit stimulant use. Last, we assess potential strategies for the prevention and treatment of stimulant use disorder in youth.
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Affiliation(s)
- Natalie J LaBossier
- Boston University School of Medicine, 72 E Concord St, Boston, MA 02118, United States.
| | - Scott E Hadland
- Division of Adolescent and Young Adult Medicine, Mass General for Children, 175 Cambridge St., 5th Floor, Boston, MA 02114, United States; Department of Pediatrics, Harvard Medical School, 25 Shattuck St., Boston, MA 02115, United States
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21
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Sarker A, Al-Garadi MA, Ge Y, Nataraj N, Jones CM, Sumner SA. Signals of increasing co-use of stimulants and opioids from online drug forum data. Harm Reduct J 2022; 19:51. [PMID: 35614501 PMCID: PMC9131693 DOI: 10.1186/s12954-022-00628-2] [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] [Subscribe] [Scholar Register] [Received: 01/12/2022] [Accepted: 05/10/2022] [Indexed: 11/21/2022] Open
Abstract
Background Despite recent rises in fatal overdoses involving multiple substances, there is a paucity of knowledge about stimulant co-use patterns among people who use opioids (PWUO) or people being treated with medications for opioid use disorder (PTMOUD). A better understanding of the timing and patterns in stimulant co-use among PWUO based on mentions of these substances on social media can help inform prevention programs, policy, and future research directions. This study examines stimulant co-mention trends among PWUO/PTMOUD on social media over multiple years. Methods We collected publicly available data from 14 forums on Reddit (subreddits) that focused on prescription and illicit opioids, and medications for opioid use disorder (MOUD). Collected data ranged from 2011 to 2020, and we also collected timelines comprising past posts from a sample of Reddit users (Redditors) on these forums. We applied natural language processing to generate lexical variants of all included prescription and illicit opioids and stimulants and detect mentions of them on the chosen subreddits. Finally, we analyzed and described trends and patterns in co-mentions. Results Posts collected for 13,812 Redditors showed that 12,306 (89.1%) mentioned at least 1 opioid, opioid-related medication, or stimulant. Analyses revealed that the number and proportion of Redditors mentioning both opioids and/or opioid-related medications and stimulants steadily increased over time. Relative rates of co-mentions by the same Redditor of heroin and methamphetamine, the substances most commonly co-mentioned, decreased in recent years, while co-mentions of both fentanyl and MOUD with methamphetamine increased. Conclusion Our analyses reflect increasing mentions of stimulants, particularly methamphetamine, among PWUO/PTMOUD, which closely resembles the growth in overdose deaths involving both opioids and stimulants. These findings are consistent with recent reports suggesting increasing stimulant use among people receiving treatment for opioid use disorder. These data offer insights on emerging trends in the overdose epidemic and underscore the importance of scaling efforts to address co-occurring opioid and stimulant use including harm reduction and comprehensive healthcare access spanning mental-health services and substance use disorder treatment. Supplementary Information The online version contains supplementary material available at 10.1186/s12954-022-00628-2.
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Affiliation(s)
- Abeed Sarker
- Department of Biomedical Informatics, School of Medicine, Emory University, 101 Woodruff Circle, Suite 4101, Atlanta, GA, 30322, USA.
| | - Mohammed Ali Al-Garadi
- Department of Biomedical Informatics, School of Medicine, Emory University, 101 Woodruff Circle, Suite 4101, Atlanta, GA, 30322, USA
| | - Yao Ge
- Department of Biomedical Informatics, School of Medicine, Emory University, 101 Woodruff Circle, Suite 4101, Atlanta, GA, 30322, USA
| | - Nisha Nataraj
- National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, Atlanta, GA, 30341, USA
| | - Christopher M Jones
- National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, Atlanta, GA, 30341, USA
| | - Steven A Sumner
- National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, Atlanta, GA, 30341, USA
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Steinberg A, Mehta A, Papamihali K, Lukac CD, Young S, Graham B, Lock K, Fleury M, Buxton JA. Motivations for concurrent use of uppers and downers among people who access harm reduction services in British Columbia, Canada: findings from the 2019 Harm Reduction Client Survey. BMJ Open 2022; 12:e060447. [PMID: 35501101 PMCID: PMC9062822 DOI: 10.1136/bmjopen-2021-060447] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/03/2022] Open
Abstract
INTRODUCTION An increase in crystal methamphetamine (methamphetamine) use during the overdose epidemic is being observed in British Columbia (BC), Canada, and across North America. Concurrent use (ie, using uppers and downers one after the other or together) can increase the risk of fatal and non-fatal opioid overdose. OBJECTIVES We investigated motivations for concurrent use of uppers and downers, specifically how (eg, in what order) and why people use concurrently, to identify potential interventions to prevent overdose and other harms. SETTING AND PARTICIPANTS The 2019 Harm Reduction Client Survey was administered across 22 harm reduction supply distribution sites in BC (n=621). This thematic analysis examined 307 responses by people who affirmed concurrent use to classify order and reasons for using uppers and downers concurrently. RESULTS Of the 307 people who responded 'yes' to concurrent use, 179 (58.3%) used downers then uppers, 76 (24.8%) used uppers then downers and 184 (59.9%) mixed uppers and downers together. Four main reasons for concurrent use emerged: self-medication, availability and preference, drug effects/properties, and financial and life situation. People who mixed drugs together predominantly wanted to achieve desired drug effects/properties, such as a specific high or balancing stimulating and sedating effects. CONCLUSIONS The ongoing rise in overdoses in BC is multifactorial, and the recent parallel increases in methamphetamine use and concurrent use with opioids may contribute. Qualitative interviews may further elucidate reasons for concurrent use. Addressing reasons for concurrent use identified in this study through harm reduction strategies and education may affect the rates of overdose morbidity and mortality.
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Affiliation(s)
- Abigail Steinberg
- Faculty of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
- School of Population and Public Health, University of British Columbia, Vancouver, British Columbia, Canada
| | - Amiti Mehta
- British Columbia Centre for Disease Control, Vancouver, British Columbia, Canada
| | - Kristi Papamihali
- British Columbia Centre for Disease Control, Vancouver, British Columbia, Canada
| | - Christine D Lukac
- Faculty of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Sara Young
- British Columbia Centre for Disease Control, Vancouver, British Columbia, Canada
| | - Brittany Graham
- British Columbia Centre for Disease Control, Vancouver, British Columbia, Canada
| | - Kurt Lock
- British Columbia Centre for Disease Control, Vancouver, British Columbia, Canada
| | - Mathew Fleury
- British Columbia Centre for Disease Control, Vancouver, British Columbia, Canada
| | - Jane A Buxton
- School of Population and Public Health, University of British Columbia, Vancouver, British Columbia, Canada
- British Columbia Centre for Disease Control, Vancouver, British Columbia, Canada
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23
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Townsend T, Kline D, Rivera-Aguirre A, Bunting AM, Mauro PM, Marshall BDL, Martins SS, Cerdá M. Racial/Ethnic and Geographic Trends in Combined Stimulant/Opioid Overdoses, 2007-2019. Am J Epidemiol 2022; 191:599-612. [PMID: 35142341 PMCID: PMC9077116 DOI: 10.1093/aje/kwab290] [Citation(s) in RCA: 55] [Impact Index Per Article: 27.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2021] [Revised: 12/02/2021] [Accepted: 12/21/2021] [Indexed: 01/26/2023] Open
Abstract
In the United States, combined stimulant/opioid overdose mortality has risen dramatically over the last decade. These increases may particularly affect non-Hispanic Black and Hispanic populations. We used death certificate data from the US National Center for Health Statistics (2007-2019) to compare state-level trends in overdose mortality due to opioids in combination with 1) cocaine and 2) methamphetamine and other stimulants (MOS) across racial/ethnic groups (non-Hispanic White, non-Hispanic Black, Hispanic, and non-Hispanic Asian American/Pacific Islander). To avoid unstable estimates from small samples, we employed principles of small area estimation and a Bayesian hierarchical model, enabling information-sharing across groups. Black Americans experienced severe and worsening mortality due to opioids in combination with both cocaine and MOS, particularly in eastern states. Cocaine/opioid mortality increased 575% among Black people versus 184% in White people (Black, 0.60 to 4.05 per 100,000; White, 0.49 to 1.39 per 100,000). MOS/opioid mortality rose 16,200% in Black people versus 3,200% in White people (Black, 0.01 to 1.63 per 100,000; White, 0.09 to 2.97 per 100,000). Cocaine/opioid overdose mortality rose sharply among Hispanic and Asian Americans. State-group heterogeneity highlighted the importance of data disaggregation and methods to address small sample sizes. Research to understand the drivers of these trends and expanded efforts to address them are needed, particularly in minoritized groups.
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Affiliation(s)
- Tarlise Townsend
- Correspondence to Dr. Tarlise Townsend, Center for Opioid Epidemiology and Policy, Department of Population Health, New York University Grossman School of Medicine, 180 Madison Avenue, New York, NY 10016 (e-mail: )
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24
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Jones CM, Houry D, Han B, Baldwin G, Vivolo-Kantor A, Compton WM. Methamphetamine use in the United States: epidemiological update and implications for prevention, treatment, and harm reduction. Ann N Y Acad Sci 2022; 1508:3-22. [PMID: 34561865 PMCID: PMC9097961 DOI: 10.1111/nyas.14688] [Citation(s) in RCA: 57] [Impact Index Per Article: 28.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2021] [Revised: 08/04/2021] [Accepted: 08/19/2021] [Indexed: 02/03/2023]
Abstract
Recent attention has focused on the growing role of psychostimulants, such as methamphetamine in overdose deaths. Methamphetamine is an addictive and potent stimulant, and its use is associated with a range of physical and mental health harms, overdose, and mortality. Adding to the complexity of this resurgent methamphetamine threat is the reality that the increases in methamphetamine availability and harms are occurring in the midst of and intertwined with the ongoing opioid overdose crisis. Opioid involvement in psychostimulant-involved overdose deaths increased from 34.5% of overdose deaths in 2010 to 53.5% in 2019-an increase of more than 50%. This latest evolution of the nation's overdose epidemic poses novel challenges for prevention, treatment, and harm reduction. This narrative review synthesizes what is known about changing patterns of methamphetamine use with and without opioids in the United States, other characteristics associated with methamphetamine use, the contributions of the changing illicit drug supply to use patterns and overdose risk, motivations for couse of methamphetamine and opioids, and awareness of exposure to opioids via the illicit methamphetamine supply. Finally, the review summarizes illustrative community and health system strategies and research opportunities to advance prevention, treatment, and harm reduction policies, programs, and practices.
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Affiliation(s)
- Christopher M. Jones
- National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Debra Houry
- National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Beth Han
- National Institute on Drug Abuse, National Institutes of Health, Rockville, Maryland
| | - Grant Baldwin
- Division of Overdose Prevention, National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Alana Vivolo-Kantor
- Division of Overdose Prevention, National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Wilson M. Compton
- National Institute on Drug Abuse, National Institutes of Health, Rockville, Maryland
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25
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Harding RW, Wagner KT, Fiuty P, Smith KP, Page K, Wagner KD. "It's called overamping": experiences of overdose among people who use methamphetamine. Harm Reduct J 2022; 19:4. [PMID: 35034643 PMCID: PMC8762891 DOI: 10.1186/s12954-022-00588-7] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2021] [Accepted: 01/10/2022] [Indexed: 12/03/2022] Open
Abstract
BACKGROUND The USA is experiencing increases in methamphetamine use and methamphetamine-related or attributed deaths. In the current study, we explore qualitative narratives of methamphetamine overdose and strategies used by people who use drugs to reduce the undesirable effects associated with methamphetamine use. METHODS We conducted 21 qualitative interviews with people over the age of 18 who reported using methamphetamine in the previous 3 months in Nevada and New Mexico. Interviews were recorded, transcribed, and analyzed using qualitative thematic analysis. RESULTS Respondents described a constellation of psychological and physical symptoms that they characterized as "overamping," experienced on a continuum from less to more severe. Reports of acute, fatal methamphetamine overdose were rare. Few reported seeking medical attention for undesirable effects (usually related to psychological effects). General self-care strategies such as sleeping and staying hydrated were discussed. CONCLUSIONS When asked directly, our respondents claimed that acute, fatal methamphetamine overdose is rare or even impossible. However, they described a number of undesirable symptoms associated with overconsumption of methamphetamine and had few clinical or harm reduction strategies at their disposal. Addressing this current wave of drug-related deaths will require attention to the multiple factors that structure experiences of methamphetamine "overdose," and a collaborative effort with PWUDs to devise effective harm reduction and treatment strategies.
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Affiliation(s)
- Robert W. Harding
- grid.266818.30000 0004 1936 914XSchool of Public Health, University of Nevada, Reno, 1664 N. Virginia St. MC 0274, Reno, NV 89509 USA
| | - Katherine T. Wagner
- grid.266832.b0000 0001 2188 8502University of New Mexico Health Sciences Center, Albuquerque, NM USA
| | - Phillip Fiuty
- The Mountain Center Harm Reduction Center, Santa Fe, NM USA
| | - Krysti P. Smith
- grid.266818.30000 0004 1936 914XSchool of Public Health, University of Nevada, Reno, 1664 N. Virginia St. MC 0274, Reno, NV 89509 USA
| | - Kimberly Page
- grid.266832.b0000 0001 2188 8502University of New Mexico Health Sciences Center, Albuquerque, NM USA
| | - Karla D. Wagner
- grid.266818.30000 0004 1936 914XSchool of Public Health, University of Nevada, Reno, 1664 N. Virginia St. MC 0274, Reno, NV 89509 USA
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26
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Rhed BD, Harding RW, Marks C, Wagner KT, Fiuty P, Page K, Wagner KD. Patterns of and Rationale for the Co-use of Methamphetamine and Opioids: Findings From Qualitative Interviews in New Mexico and Nevada. Front Psychiatry 2022; 13:824940. [PMID: 35418887 PMCID: PMC8995976 DOI: 10.3389/fpsyt.2022.824940] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Accepted: 03/01/2022] [Indexed: 11/13/2022] Open
Abstract
INTRODUCTION Methamphetamine use and methamphetamine-involved deaths have increased dramatically since 2015, and opioid-related deaths now frequently involve methamphetamine. Nevada and New Mexico are states with elevated rates of opioid and methamphetamine use. In this paper, we report results from a qualitative analysis that examined patterns of methamphetamine and opioid co-use over participants' lifespan, factors that influence those patterns, and implications for health outcomes among users. METHODS Project AMPED was a multisite, mixed-methods study of methamphetamine use in Northern New Mexico and Northern Nevada. Between December 2019 and May 2020, qualitative interview participants were asked to describe their patterns of and reasons for co-administration of opioids and methamphetamine. RESULTS We interviewed 21 people who reported using methamphetamine in the past 3 months. Four primary patterns of methamphetamine and opioid co-use were identified: [1] using both methamphetamine and heroin, either simultaneously or sequentially (n = 12), [2] using methamphetamine along with methadone (n = 4), [3] using prescription opioids and methamphetamine (n = 1), and [4] using only methamphetamine (n = 4). Among those who used methamphetamine and heroin simultaneously or sequentially, motivations drew from a desire to enhance the effect of one drug or another, to feel the "up and down" of the "perfect ratio" of a goofball, or to mitigate unwanted effects of one or the other. Among those who used methamphetamine and methadone, motivations focused on alleviating the sedative effects of methadone. CONCLUSION To address the emergent trend of increasing methamphetamine-related deaths, researchers, health care professionals, and community health workers must acknowledge the decision-making processes behind co-use of opioids and methamphetamine, including the perceived benefits and harms of co-use. There is an urgent need to address underlying issues associated with drug use-related harms, and to design interventions and models of treatment that holistically address participants' concerns.
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Affiliation(s)
- Brittany D Rhed
- Division of Social Behavioral Health and Health Administration and Policy, School of Public Health, University of Nevada, Reno, NV, United States
| | - Robert W Harding
- Division of Social Behavioral Health and Health Administration and Policy, School of Public Health, University of Nevada, Reno, NV, United States
| | - Charles Marks
- Division of Social Behavioral Health and Health Administration and Policy, School of Public Health, University of Nevada, Reno, NV, United States
| | - Katherine T Wagner
- Department of Internal Medicine, University of New Mexico Health Sciences, Albuquerque, NM, United States
| | - Phillip Fiuty
- Santa Fe Mountain Center, Santa Fe, NM, United States
| | - Kimberly Page
- Department of Internal Medicine, University of New Mexico Health Sciences, Albuquerque, NM, United States
| | - Karla D Wagner
- Division of Social Behavioral Health and Health Administration and Policy, School of Public Health, University of Nevada, Reno, NV, United States
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27
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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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28
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Parent S, Papamihali K, Graham B, Buxton JA. Examining prevalence and correlates of smoking opioids in British Columbia: opioids are more often smoked than injected. Subst Abuse Treat Prev Policy 2021; 16:79. [PMID: 34663374 PMCID: PMC8522853 DOI: 10.1186/s13011-021-00414-6] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/05/2021] [Indexed: 11/17/2022] Open
Abstract
BACKGROUND British Columbia (BC) is in the midst of an opioid overdose crisis. Since 2017, smoking illicit drugs has been the leading mode of drug administration causing overdose death. Yet, little is known about people who smoke opioids, and factors underlying choice of mode of administration. The study objectives are to identify the prevalence and correlates associated with smoking opioids. METHODS The Harm Reduction Client Survey is a monitoring tool used by the BC Centre for Disease Control since 2012. This survey is disseminated to harm reduction sites across BC to understand drug use trends and drug-related harms. We examined data from the survey administered October-December 2019 and performed descriptive, univariate, and multivariate analyses to better understand factors associated with smoking opioids. RESULTS A total of 369 people who used opioids in the past 3 days were included, of whom 251 (68.0%) reported smoking opioids. A total of 109 (29.5%) respondents experienced an overdose in the past 6 months; of these 79 (72.5%) smoked opioids. Factors significantly associated with smoking opioids were: living in a small community (AOR =2.41, CI =1.27-4.58), being a woman (AOR = 1.84, CI = 1.03-3.30), age under 30 (AOR = 5.41, CI = 2.19-13.40) or 30-39 (AOR = 2.77, CI = 1.33-5.78) compared to age ≥ 50, using drugs alone (AOR = 2.98, CI = 1.30-6.83), and owning a take-home naloxone kit (AOR = 2.01, CI = 1.08-3.72). Reported use of methamphetamines within the past 3 days was strongly associated with smoking opioids (AOR = 6.48, CI = 3.51-11.96). CONCLUSIONS Our findings highlight important correlates associated with smoking opioids, particularly the recent use of methamphetamines. These findings identify actions to better respond to the overdose crisis, such as targeted harm reduction approaches, educating on safer smoking, advocating for consumption sites where people can smoke drugs, and providing a regulated supply of opioids that can be smoked.
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Affiliation(s)
- Stephanie Parent
- Faculty of Medicine, Queen's University, Kingston, Ontario, Canada
| | - Kristi Papamihali
- Harm Reduction Services, BC Centre for Disease Control, 655 West 12th Avenue, Vancouver, BC, V5Z 4R4, Canada
| | - Brittany Graham
- Harm Reduction Services, BC Centre for Disease Control, 655 West 12th Avenue, Vancouver, BC, V5Z 4R4, Canada
| | - Jane A Buxton
- Harm Reduction Services, BC Centre for Disease Control, 655 West 12th Avenue, Vancouver, BC, V5Z 4R4, Canada.
- School of Population and Public Health, University of British Columbia, 655 West 12th Avenue, Vancouver, BC, V5Z 4R4, Canada.
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Duhart Clarke SE, Kral AH, Zibbell JE. Consuming illicit opioids during a drug overdose epidemic: Illicit fentanyls, drug discernment, and the radical transformation of the illicit opioid market. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2021; 99:103467. [PMID: 34662847 DOI: 10.1016/j.drugpo.2021.103467] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2021] [Revised: 09/09/2021] [Accepted: 09/11/2021] [Indexed: 12/22/2022]
Abstract
BACKGROUND North America continues to face an opioid overdose epidemic, driven by persistent increases in illicit fentanyls and fluctuations in potency leading to uncertainty for consumers. This qualitative study was conducted to better understand how people who inject drugs (PWID) came to recognize fentanyl as a growing adulterant of heroin and the subsequent sensory discernment strategies they employed to continue injecting. Our main objective was to investigate how observations and knowledge are combined as homegrown techniques for detecting fentanyl and minimizing risk. Secondary objectives were to examine the impact of growing fentanyl adulteration on individual drug use behavior. METHODS Between April and May 2019, 28 PWID (18 men, 10 women; average age = 38.43 years, SD = 9.26) were purposely recruited from a needle services program in Greensboro, North Carolina. Study participants were interviewed in-person using a qualitative, semi-structured instrument. Interviews were analyzed with a general inductive approach using NVivo12. RESULTS Participants described methods for detecting fentanyl in illicit opioids. Sudden increases in the potency of the 'rush' and sharp decreases in the length of the 'high' were chief indicators along with changes in drug color and texture. Heavy sedation was associated with fentanyl use and histamine-releasing effects characterized as 'pins and needles' were ascribed to injecting fentanyl as a component of the rush. Fentanyl's short high helped explain higher injection frequency and heavy sedation was the leading reason for co-using fentanyl with cocaine/crack or methamphetamine. CONCLUSION PWID have the capacity to recognize changes to the illicit opioid supply. Study participants navigated unpredictable fluctuations in the illicit opioid market by employing homegrown discernment techniques, modifying drug use behavior, and co-using non-opioid drugs. Researchers and policymakers should involve PWID as subject matter experts to help modernize harm reduction for the fentanyl age with practical strategies to boost resiliency and save lives.
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Affiliation(s)
| | - Alex H Kral
- RTI International, Durham, NC, United states
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30
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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: 6] [Impact Index Per Article: 2.0] [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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31
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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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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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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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