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Richeri A, McGregor R, Scorza C. Psychostimulant and opioid abuse: A perspective from Uruguay. Neuroscience 2025; 574:104-113. [PMID: 40073930 DOI: 10.1016/j.neuroscience.2025.03.014] [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: 09/14/2024] [Revised: 02/07/2025] [Accepted: 03/07/2025] [Indexed: 03/14/2025]
Abstract
The number of people suffering from substance use disorder (SUD) worldwide has increased 45 % compared to the last decade according to the latest United Nations World Drug Report. This staggering increase, partly due to the recent COVID-19 pandemic, further raises the social and economic burden for nations. Prevention and treatment, two of the main strategies employed to curb the increase in SUD, have shown limited success despite our increasing understanding of the underlying processes of SUD. This review will focus on two main drug categories, psychostimulants, especially cocaine, and opioids since these are two of the most prevalent illicit drugs abused by the general public in low, middle, and high-income countries. The use of active adulterants (e.g. caffeine and illegally manufactured fentanyl, IMF) commonly employed in the preparation of illicit drugs will also be covered considering recent data which has shown that these adulterants may increase the health risk of psychostimulant and opioid users. Especially the high risk of the combined use of cocaine and IMF is detailed. An additional section will address drug abuse in women during pregnancy, as it constitutes a major public health concern due to the negative consequences on newborns and infants. Data from Uruguay is presented and compared to illegal drug use in other countries of South and North America. The rapidly changing drug market, together with the current prevalence of SUD, establishes the urgent need for new strategies and innovative treatments to manage this issue.
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Affiliation(s)
- Analía Richeri
- Departamento de Neurofarmacología Experimental, Instituto de Investigaciones Biológicas Clemente Estable, Montevideo, Uruguay
| | - Ronald McGregor
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, California, USA; Veterans Administration Greater Los Angeles Healthcare System, North Hills, Los Angeles, California, USA
| | - Cecilia Scorza
- Departamento de Neurofarmacología Experimental, Instituto de Investigaciones Biológicas Clemente Estable, Montevideo, Uruguay.
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Zhou B, Yang S, Zhou X, Chen Q, Tu E, Zhang B, Shi L, Zhou X. Severe tremors induced by tiletamine e-cigarette and alcohol use: a case report. Front Psychiatry 2025; 16:1537822. [PMID: 40248598 PMCID: PMC12004490 DOI: 10.3389/fpsyt.2025.1537822] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/01/2024] [Accepted: 02/26/2025] [Indexed: 04/19/2025] Open
Abstract
Background and objectives Polydrug use has caused serious harm to public health, especially involving novel psychoactive substances. Tiletamine, an N-methyl-D-aspartate receptor (NMDAR) antagonist commonly used as a veterinary anesthetic, has recently emerged in China as an additive in e-cigarettes. However, the long-term impacts of tiletamine and its combined use with other substances remain poorly understood. This case report aims to provide further insight into the clinical manifestations and treatment of tiletamine abuse, particularly focusing on the tremors induced by polydrug use. Case presentation The patient had five years of intermittent alcohol use and five months of etomidate abuse. After combining tiletamine for two months, he was repeatedly hospitalized due to coarse tremors, poor sleep and appetite. Based on his substance use pattern and related outcomes, he was diagnosed with phencyclidine use disorder. Initially, intravenous diazepam (20 mg/day) effectively alleviated the tremors. During the second hospitalization, the same dose took longer to take effect, and by the third hospitalization, the dose was increased to 30 mg/day without reducing the tremors. Therefore, primidone was added and gradually titrated to 50 mg/day. The patient's tremors began to improve by the eighth day and significantly diminished by the tenth day. As we gradually replaced diazepam with lorazepam, the patient insisted on discharge. Conclusions Polydrug users, particularly those using NMDAR antagonists and gamma-aminobutyric acid type A receptor (GABA-AR) agonists, may be at increased risk of developing tiletamine dependence, with more severe consequences due to cross-addiction. The combination of alcohol and tiletamine could exacerbate neuroexcitotoxicity during withdrawal, potentially contributing to severe tremors. The successful management of tremors with a combination of neuroinhibitory therapies suggested an effective strategy for complex cases. Further studies are needed to better understand the long-term impacts and risks of tiletamine dependence.
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Affiliation(s)
- Bojie Zhou
- The School of Clinical Medicine, Hunan University of Chinese Medicine, Changsha, China
- Department of Addiction Medicine, Hunan Institute of Mental Health, The Second People’s Hospital of Hunan Province (Brain Hospital of Hunan Province), Changsha, China
| | - Shanghao Yang
- The School of Clinical Medicine, Hunan University of Chinese Medicine, Changsha, China
- Department of Addiction Medicine, Hunan Institute of Mental Health, The Second People’s Hospital of Hunan Province (Brain Hospital of Hunan Province), Changsha, China
| | - Xiafeng Zhou
- The School of Clinical Medicine, Hunan University of Chinese Medicine, Changsha, China
- Department of Addiction Medicine, Hunan Institute of Mental Health, The Second People’s Hospital of Hunan Province (Brain Hospital of Hunan Province), Changsha, China
| | - Qian Chen
- The School of Clinical Medicine, Hunan University of Chinese Medicine, Changsha, China
- Department of Psychiatry, Dongguan Seventh People’s Hospital, Dongguan, China
| | - Ewen Tu
- The School of Clinical Medicine, Hunan University of Chinese Medicine, Changsha, China
- Department of Neurology, The Second People’s Hospital of Hunan Province (Brain Hospital of Hunan Province), Changsha, China
| | - Bo Zhang
- The School of Clinical Medicine, Hunan University of Chinese Medicine, Changsha, China
- Hunan Society of Traditional Chinese Medicine and Integrated Traditional Chinese and Western Medicine, Changsha, China
| | - Li Shi
- The School of Clinical Medicine, Hunan University of Chinese Medicine, Changsha, China
- Department of Addiction Medicine, Hunan Institute of Mental Health, The Second People’s Hospital of Hunan Province (Brain Hospital of Hunan Province), Changsha, China
| | - Xuhui Zhou
- The School of Clinical Medicine, Hunan University of Chinese Medicine, Changsha, China
- Department of Addiction Medicine, Hunan Institute of Mental Health, The Second People’s Hospital of Hunan Province (Brain Hospital of Hunan Province), Changsha, China
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Reynolds OC, Carlson KF, Gordon AJ, Handley RL, Morasco BJ, Korthuis TP, Lovejoy TI, Wyse JJ. Receipt of medications for opioid use disorder among rural and urban veterans health administration patients. DRUG AND ALCOHOL DEPENDENCE REPORTS 2025; 14:100311. [PMID: 39845270 PMCID: PMC11751496 DOI: 10.1016/j.dadr.2024.100311] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/30/2024] [Revised: 12/10/2024] [Accepted: 12/10/2024] [Indexed: 01/24/2025]
Abstract
Aim We examined differences in medications for opioid use disorder (MOUD) receipt between rural and urban veteran patients following initiatives within the US Department of Veterans Affairs (VA) to expand access to MOUD. Methods Data for this retrospective cohort study were obtained from the VA Corporate Data Warehouse, which contains national electronic health record data for all VA patients. The analytic sample included all patients diagnosed with OUD from 10/1/2018-9/30/20. Rurality was identified by the Rural Urban Commuting Area (RUCA) code of patients' home address. Associations between rurality and MOUD receipt, as well as type of MOUD received, were examined using logistic regression. Results Among 66,842 patients with OUD, 27.4 % were rural residents. Compared to urban patients, rural patients were slightly younger (50.1 vs. 52.5 years), more often white (87.7 % vs. 70.3 %) and less often received MOUD (42.6 % vs 45.5 %). Multivariable models confirmed that rural patients had a lower likelihood of accessing any form of MOUD (aOR= 0.84, 95 % CI: 0.81-0.87) relative to urban VA patients. Medication-specific analyses identified a lower likelihood of receiving methadone (aOR= 0.36, 95 % CI: 0.33-0.39) and naltrexone (aOR= 0.89, 95 % CI: 0.80-0.99) among rural patients, but higher likelihood of receiving buprenorphine (aOR= 1.05, 95 % CI: 1.01-1.09). Conclusion Rural VA patients have a lower likelihood of receiving methadone and naltrexone for OUD treatment relative to urban patients, but greater likelihood of receiving buprenorphine. Continued work is needed to ensure that rural Veterans have equitable access to the most appropriate medication for their health care needs.
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Affiliation(s)
- Olivia C. Reynolds
- Center to Improve Veteran Involvement in Care, VA Portland Health Care System, 3710 SW US Veterans Hospital Rd, Portland, OR 97239, United States
- School of Public Health, Oregon Health & Science University, 840 SW Gaines St, Portland, OR 97239, United States
| | - Kathleen F. Carlson
- Center to Improve Veteran Involvement in Care, VA Portland Health Care System, 3710 SW US Veterans Hospital Rd, Portland, OR 97239, United States
- School of Public Health, Oregon Health & Science University, 840 SW Gaines St, Portland, OR 97239, United States
| | - Adam J. Gordon
- Informatics, Decision-Enhancement, and Analytic Sciences (IDEAS) Center, VA Salt Lake City Health Care System, 500 Foothill Drive, Salt Lake City, UT 84148, United States
- Division of Epidemiology & Department of Internal Medicine, University of Utah School of Medicine, 295 Chipeta Way, Salt Lake City, UT 84132, United States
| | - Robert L. Handley
- Center to Improve Veteran Involvement in Care, VA Portland Health Care System, 3710 SW US Veterans Hospital Rd, Portland, OR 97239, United States
| | - Benjamin J. Morasco
- Center to Improve Veteran Involvement in Care, VA Portland Health Care System, 3710 SW US Veterans Hospital Rd, Portland, OR 97239, United States
- Department of Psychiatry, Oregon Health & Science University, 3181 SW Sam Jackson Park Rd, Portland, OR 97239, United States
| | - Todd P. Korthuis
- School of Public Health, Oregon Health & Science University, 840 SW Gaines St, Portland, OR 97239, United States
- Department of Medicine, Division of General Internal Medicine & Geriatrics, Section of Addiction Medicine, Oregon Health & Science University, 3181 SW Sam Jackson Park Road, Portland, OR 97239, United States
| | - Travis I. Lovejoy
- Center to Improve Veteran Involvement in Care, VA Portland Health Care System, 3710 SW US Veterans Hospital Rd, Portland, OR 97239, United States
- Department of Psychiatry, Oregon Health & Science University, 3181 SW Sam Jackson Park Rd, Portland, OR 97239, United States
- VA Office of Rural Health, Veterans Rural Health Resource Center-Portland, 3710 SW US Veterans Hospital Rd, Portland, OR 97239, United States
| | - Jessica J. Wyse
- Center to Improve Veteran Involvement in Care, VA Portland Health Care System, 3710 SW US Veterans Hospital Rd, Portland, OR 97239, United States
- School of Public Health, Oregon Health & Science University, 840 SW Gaines St, Portland, OR 97239, United States
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Raza SZ, Whitten C, Randell S, Sparkes B, Denic N. Polysubstance toxicity deaths in Newfoundland and Labrador: a retrospective study. J Public Health (Oxf) 2025:fdaf001. [PMID: 39991939 DOI: 10.1093/pubmed/fdaf001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2024] [Revised: 12/03/2024] [Accepted: 01/08/2025] [Indexed: 02/25/2025] Open
Abstract
OBJECTIVE The present study examined the prevalence of polysubstance toxicity deaths in Newfoundland and Labrador between 2018 and 2023, describing sociodemographics of decedents and the most common substances contributing to death. METHODS Death investigation data from the Office of the Chief Medical Examiner pertaining to polysubstance toxicity was obtained. Polysubstance toxicity deaths were defined as drug toxicity deaths in which substances from more than one drug class contributed to death. Trends in sociodemographics and substance combinations were quantitatively summarized. RESULTS 313 individuals died from drug toxicity in the province between 2018 and 2023. Most deaths (n = 185, 59%) were determined to be caused by polysubstance toxicity. Polysubstance deaths increased 46% from 26 in 2018 to 38 in 2023. Most deaths were accidental in manner and the proportion of yearly accidental deaths increased sharply through the study period from 69% in 2018 to 89% in 2023. Male decedents outnumbered female decedents across the study period except for 1 year (2022), and young people (< 40 years old) had the highest death rate in the most recent study year. Cocaine was the most prevalent substance in toxicology reports and the combination of stimulants-opioids was the most prevalent drug class combination, followed by benzodiazepines-opioids and sedatives-opioids. CONCLUSION Polysubstance toxicity is rising in Newfoundland and Labrador in recent years and our findings provide important information about sociodemographics and substance combinations to policymakers to aid in addressing this public health issue.
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Affiliation(s)
- Syed Z Raza
- Department of Research and Innovation, Newfoundland and Labrador Health Services, St. John's, NL A1B 3V6, Canada
| | - Cindy Whitten
- Department of Research and Innovation, Newfoundland and Labrador Health Services, St. John's, NL A1B 3V6, Canada
| | | | - Brooklyn Sparkes
- Department of Research and Innovation, Newfoundland and Labrador Health Services, St. John's, NL A1B 3V6, Canada
| | - Nash Denic
- Department of Justice and Public Safety, Government of NL, St. John's, NL A1B 3V6, Canada
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Surohedin IH, Ganes T, Yee A, Abd Rashid R, Lim PK. Cognitive function among methadone assisted treatment patient in Malaysia. J Ethn Subst Abuse 2025:1-15. [PMID: 39955636 DOI: 10.1080/15332640.2025.2457618] [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: 02/17/2025]
Abstract
BACKGROUND The use of non-medical opioids has reached 60 million in 2021. Methadone-assisted treatment (MAT) is a widely used harm-reduction strategy for opioid addiction. However, methadone can cause cognitive impairment, which can impede treatment. METHODS This cross-sectional study was conducted between July 1st and July 31, 2023. A total of 114 participants, comprising 76 MAT patients and 38 healthy subjects (controls), were recruited. Sociodemographic questionnaire, DSM-5 and neuropsychiatric cognitive (NUCOG) assessments were used. A general linear model was used to examine cognitive function between the MMT and control groups while controlling for all possible confounders. RESULTS The MAT group performed significantly lower on the NUCOG total score (p < .001) and visuoconstructional (p < .001), memory (p < .001), executive (p = .016), and language (p < .001) scores than the control group. No significant differences were found between the groups in terms of the attention score (p = .457). Adjusted confounders included age, education level, income, and marital status. CONCLUSIONS Patients on MAT demonstrated cognitive impairment, particularly in the visuoconstructional, memory, executive, and language domains, compared to the control group. However, there are confounding factors that needs to be addressed in order to come with better treatment and intervention strategies.
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Affiliation(s)
| | - Tristan Ganes
- Department of Psychological Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Anne Yee
- Jeffrey Cheah School of Medicine & Health Sciences, Monash University Malaysia, Johor, Malaysia
| | - Rusdi Abd Rashid
- Department of Psychological Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
- University Malaya Centre for Addiction Sciences (UMCAS), University of Malaya, Kuala Lumpur, Malaysia
| | - Poh Khuen Lim
- Department of Psychological Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
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Ünübol B, Sarıbal D, Ceylan Z, Mırsal H, Depciuch J, Cebulski J, Guleken Z. Detection of serum alterations in polysubstance use patients by FT-Raman spectroscopy. SPECTROCHIMICA ACTA. PART A, MOLECULAR AND BIOMOLECULAR SPECTROSCOPY 2025; 326:125234. [PMID: 39388944 DOI: 10.1016/j.saa.2024.125234] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/03/2024] [Revised: 09/23/2024] [Accepted: 09/29/2024] [Indexed: 10/12/2024]
Abstract
Substance use disorders pose significant health risks and treatment challenges due to the diverse interactions between substances and their impact on physical and mental health. The chemical effects of multiple substance use on bodily fluids are not yet fully understood. Therefore, this study aimed to investigate the chemical changes induced by a combination of substances compared to a control group. Analysis of FT-Raman spectra revealed structural alterations in the amide III, I, and C = O functional groups of lipids in subjects treated with opioids, alcohol and cannabis (polysubstance group). These changes were evident in the form of peak shifts compared to the control group. Additionally, an imbalance in the amide-lipid ratio was observed, indicating perturbations in serum protein and lipid levels. Furthermore, a 2D plot of two-track two-dimensional correlation spectra (2T2D-COS) demonstrated a shift towards dominance of lipid vibrations in the polysubstance use groups, contrasting with the predominance of the amide fraction in the control group. This observation suggests distinct molecular changes induced by multiple substance use, potentially contributing to the pathophysiology of substance use disorders. Principal Component Analysis (PCA) was utilized to visualize the data structure and identify outliers. Subsequently, Partial Least Squares Discriminant Analysis (PLS-DA) was employed to classify the polysubstance use and control groups. The PLS-DA model demonstrated high classification accuracy, achieving 100.00 % in the training dataset and 94.74 % in the test dataset. Furthermore, receiver operating characteristic (ROC) analysis yielded perfect AUC values of 1.00 for both the training and test sets, underscoring the robustness of the classification model. This study highlights the quantitative and qualitative changes in serum protein and lipid levels induced by polysubstance use groups, as evidenced by FT-Raman spectroscopy. The findings underscore the importance of understanding the chemical effects of polysubstance use on bodily fluids for improved diagnosis and treatment of substance use disorders. Moreover, the successful classification of spectral data using machine learning techniques emphasizes the potential of these approaches in clinical applications for substance abuse monitoring and management.
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Affiliation(s)
- Başak Ünübol
- Department of Psychiatry, University of Health Sciences, Erenköy Mental Health and Neurological Diseases Training and Research Hospital, Istanbul, Türkiye
| | - Devrim Sarıbal
- Department of Biophysics, Cerrahpasa Faculty of Medicine, Istanbul University-Cerrahpaşa, Istanbul, Türkiye
| | - Zeynep Ceylan
- Samsun University, Faculty of Engineering and Natural Sciences, Department of Industrial Engineering, Samsun, Türkiye
| | - Hasan Mırsal
- Balıklı Rum Hospital, Department of Mental Health and Diseases, 34020, Zeytinburnu, Istanbul, Türkiye
| | - Joanna Depciuch
- Department of Biochemistry and Molecular Biology, Medical University of Lublin, Lublin 20-093, Poland; Institute of Nuclear Physics, PAS, 31342 Krakow, Poland.
| | - Joseph Cebulski
- Institute of Physics, University of Rzeszow, 35-959, Rzeszow, Poland
| | - Zozan Guleken
- Department of Physiology, Faculty of Medicine, Gaziantep Islam, Science and Technology University, Gaziantep, Türkiye.
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Rezai A, Thompson-Lake DGY, D'Haese PF, Meyer N, Ranjan M, Farmer D, Finomore V, Marton JL, Hodder S, Carpenter J, Bhagwat A, Berry J, Tirumalai P, Adams G, Arsiwala TA, Blanke O, Mahoney JJ. Focused Ultrasound Neuromodulation: Exploring a Novel Treatment for Severe Opioid Use Disorder. Biol Psychiatry 2025:S0006-3223(25)00023-X. [PMID: 39798597 DOI: 10.1016/j.biopsych.2025.01.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/30/2024] [Revised: 12/23/2024] [Accepted: 01/03/2025] [Indexed: 01/15/2025]
Abstract
BACKGROUND Opioid use disorder remains a critical health care challenge because current therapeutic strategies have limitations that result in high recurrence and deaths. We evaluated the safety and feasibility of focused ultrasound (FUS) neuromodulation to reduce substance cravings and use in severe opioid and co-occurring substance use disorders. METHODS This prospective, open-label, single-arm study enrolled 8 participants with severe, primary opioid use disorder with co-occurring substance use. Participants received a 20-minute session of low-intensity FUS (220 kHz) neuromodulation targeting the bilateral nucleus accumbens (NAc) with follow-up for 90 days. Outcome measures included safety, tolerability, feasibility, and effects of FUS neuromodulation by assessment of adverse events, substance craving, substance use (self-report, urine toxicology), mood, neurological examinations, and anatomical and functional magnetic resonance imaging (fMRI) at 1, 7, 30, 60, and 90 days post-FUS. RESULTS No serious device-related adverse events or imaging abnormalities were observed. Following FUS, participants demonstrated immediate (p < .002) and sustained (p < .0001; mean 91%) reductions in cue-induced opioid craving, with median ratings on a scale from 0 to 10 as follows: 6.9 (pre-FUS) versus 0.6 (90-day post-FUS). Craving reductions were similar for other illicit substances (e.g., methamphetamine [p < .002], cocaine [p < .02]). Decreases in opioid and co-occurring substance use were confirmed by urine toxicology. Seven participants remained abstinent at 30 days; 5 participants remained abstinent throughout 90 days post-FUS. Resting-state fMRI demonstrated decreased connectivity from the NAc to reward and cognitive regions post-FUS. CONCLUSIONS NAc FUS neuromodulation is safe and a potential adjunctive treatment for reducing drug cravings and use in individuals with severe opioid and co-occurring substance use disorders. Larger, sham-controlled, randomized studies are warranted.
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Affiliation(s)
- Ali Rezai
- Department of Neurosurgery, Rockefeller Neuroscience Institute, West Virginia University, Morgantown, West Virginia
| | - Daisy G Y Thompson-Lake
- Department of Neuroscience, Rockefeller Neuroscience Institute, West Virginia University, Morgantown, West Virginia
| | - Pierre-François D'Haese
- Department of Neuroradiology, Rockefeller Neuroscience Institute, West Virginia University, Morgantown, West Virginia
| | - Nathalie Meyer
- Laboratory of Cognitive Neuroscience, Neuro-X Institute, Swiss Federal Institute of Technology, Geneva, Switzerland
| | - Manish Ranjan
- Department of Neurosurgery, Rockefeller Neuroscience Institute, West Virginia University, Morgantown, West Virginia
| | - Daniel Farmer
- Department of Neuroscience, Rockefeller Neuroscience Institute, West Virginia University, Morgantown, West Virginia; Department of Behavioral Medicine and Psychiatry, Rockefeller Neuroscience Institute, West Virginia University, Morgantown, West Virginia
| | - Victor Finomore
- Department of Neuroscience, Rockefeller Neuroscience Institute, West Virginia University, Morgantown, West Virginia
| | - Jennifer L Marton
- Department of Neuroscience, Rockefeller Neuroscience Institute, West Virginia University, Morgantown, West Virginia
| | - Sally Hodder
- West Virginia Clinical & Translational Science Institute, West Virginia University, Morgantown, West Virginia
| | - Jeffrey Carpenter
- Department of Neuroradiology, Rockefeller Neuroscience Institute, West Virginia University, Morgantown, West Virginia
| | - Aniruddha Bhagwat
- Department of Neurosurgery, Rockefeller Neuroscience Institute, West Virginia University, Morgantown, West Virginia
| | - James Berry
- Department of Neuroscience, Rockefeller Neuroscience Institute, West Virginia University, Morgantown, West Virginia; Department of Behavioral Medicine and Psychiatry, Rockefeller Neuroscience Institute, West Virginia University, Morgantown, West Virginia
| | - Padma Tirumalai
- Department of Neuroscience, Rockefeller Neuroscience Institute, West Virginia University, Morgantown, West Virginia
| | - Geoffrey Adams
- Department of Neuroscience, Rockefeller Neuroscience Institute, West Virginia University, Morgantown, West Virginia
| | - Tasneem A Arsiwala
- Department of Neuroscience, Rockefeller Neuroscience Institute, West Virginia University, Morgantown, West Virginia
| | - Olaf Blanke
- Laboratory of Cognitive Neuroscience, Neuro-X Institute, Swiss Federal Institute of Technology, Geneva, Switzerland
| | - James J Mahoney
- Department of Neuroscience, Rockefeller Neuroscience Institute, West Virginia University, Morgantown, West Virginia; Department of Behavioral Medicine and Psychiatry, Rockefeller Neuroscience Institute, West Virginia University, Morgantown, West Virginia.
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Obekpa EO, McCurdy SA, Gallardo KR, Rodriguez SA, Cazaban CG, Brown HS, Yang JJ, Wilkerson JM. Characteristics and quality of life of people living with comorbid disorders in substance use recovery residences. Front Public Health 2024; 12:1412934. [PMID: 39628806 PMCID: PMC11611819 DOI: 10.3389/fpubh.2024.1412934] [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: 04/06/2024] [Accepted: 10/30/2024] [Indexed: 12/06/2024] Open
Abstract
Background Opioid use disorder (OUD) is associated with significant morbidity and mortality; however, research on physical and mental health comorbidities and health-related quality of life (HRQoL) among people taking medication for OUD (MOUD) and living in recovery residences is sparse. We investigated the prevalence of comorbidities and examined which EQ-5D-5L HRQoL dimensions are most affected by these comorbidities. Methods Data were collected from 358 residents living in 14 Texas-based recovery residences from April 2021 to June 2023. The EQ-5D-5L descriptive system comprises five dimensions (mobility, self-care, usual activities, pain/discomfort, anxiety/depression). Each dimension has five levels of perceived problems, dichotomized into "No problems" (level 1) and "Any problems" (levels 2-5) for analyses. Cross-sectional analyses of residents' characteristics, comorbidities (categorized as mental health disorders or association with major body systems), and EQ-5D-5L dimensions were conducted using Chi-squared or Student t-tests. Multivariable logistic regression models were used to estimate the odds ratios (ORs) and 95% confidence intervals (CIs). Results The mean [SD] age of residents was 36.0 [8.9]. Most residents were non-Hispanic White (68.7%), male (59.7%), unemployed (66.3%), and engaged in polysubstance use (75.4%). The most frequently reported comorbidities were mental health (26.5%), respiratory (26.3%), neurological (19.3%), cardiovascular (18.2%), and musculoskeletal (17.0%) disorders. The most reported HRQoL problems were anxiety/depression (75.8%) and pain/discomfort (53.2%). In the unadjusted regression models, all comorbidities, except mental health (negative association) and digestive (no association) disorders, were positively associated with HRQoL problems. The usual activities dimension was the most affected by comorbidities, followed by mobility and pain/discomfort. Increasing age was positively associated with cardiovascular disorders (aOR = 1.06; 95% CI = 1.03-1.10), musculoskeletal disorders (aOR = 1.03; 95% CI = 1.00-1.06), mobility problems (aOR = 1.05; 95% CI = 1.01-1.09), and pain/discomfort problems (aOR = 1.02; 95% CI = 1.00-1.05). Illicit drug use was positively associated with mobility problems (aOR = 3.36; 95% CI = 1.20-9.45). Neurological (aOR = 2.71; 95% CI = 1.38-5.33) and musculoskeletal (aOR = 2.57; 95% CI = 1.25-5.29) disorders were positively associated with pain/discomfort problems. MOUD duration was negatively associated with mental health disorders (aOR = 0.14; 95% CI = 0.08-0.22) but not HRQoL. Conclusions Comorbidities significantly predict HRQoL among individuals with OUD. Our findings highlight the need for an integrated care model to treat OUD and comorbidities to sustain recovery and improve health and HRQoL.
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Affiliation(s)
- Elizabeth O. Obekpa
- UTHealth Houston School of Public Health, Institute of Implementation Science, Houston, TX, United States
| | - Sheryl A. McCurdy
- Department of Health Promotion and Behavioral Sciences, UTHealth Houston School of Public Health, Houston, TX, United States
| | - Kathryn R. Gallardo
- Department of Health Promotion and Behavioral Sciences, UTHealth Houston School of Public Health, Houston, TX, United States
| | - Serena A. Rodriguez
- Department of Health Promotion and Behavioral Sciences, UTHealth Houston School of Public Health, Houston, TX, United States
| | - Cecilia Ganduglia Cazaban
- Department of Management, Policy, and Community Health, UTHealth Houston School of Public Health, Houston, TX, United States
| | - H. Shelton Brown
- Department of Management, Policy, and Community Health, The University of Texas School of Public Health, Austin, TX, United States
| | - James J. Yang
- Department of Biostatistics and Data Science, UTHealth Houston School of Public Health, Houston, TX, United States
| | - J. Michael Wilkerson
- Department of Health Promotion and Behavioral Sciences, UTHealth Houston School of Public Health, Houston, TX, United States
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Blalock DV, Greene L, Kane RM, Smith VA, Jacobs J, Rao M, Cohen AJ, Zulman DM, Maciejewski ML. Demographic, Social, Behavioral, and Clinical Characteristics Associated with Long-Term Opioid Therapy and Any Opioid Prescription in High-Risk VA Patients. J Gen Intern Med 2024:10.1007/s11606-024-09125-7. [PMID: 39438381 DOI: 10.1007/s11606-024-09125-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/27/2024] [Accepted: 10/04/2024] [Indexed: 10/25/2024]
Abstract
BACKGROUND Social risks (individual social and economic conditions) have been implicated as playing a major role in the opioid epidemic and may be more prevalent in the most medically vulnerable patients. However, the extent to which specific social risks and other patient factors are associated with opioid use among high-risk patients has not been comprehensively assessed. OBJECTIVE To identify patient-reported and electronic health record (EHR)-derived demographic, social, behavioral/psychological, and clinical characteristics associated with opioid use in Veterans Affairs (VA) patients at high risk for hospitalization or death. DESIGN We used generalized estimating equations to calculate the probability of long-term opioid therapy (LTOT) and the probability of filling any opioid prescription (regardless of duration) over five intervals during a 4-year period (12/2016-12/2020). PARTICIPANTS Prospective cohort of 4121 medically high-risk VA patients not receiving palliative or end-of-life care, and who responded to a survey mailed to a nationally representative sample of 10,000 high-risk VA patients. MAIN MEASURES Patient-reported demographic, social risk, behavioral/psychological, and clinical measures, and linked EHR-derived data. KEY RESULTS The average age was 69.8 years, 6.7% were female, and 17.5% were Non-Hispanic Black race/ethnicity. The majority had diagnosed chronic pain (76.1%). LTOT and any opioid prescription were positively associated with the following: younger age, non-Hispanic White race/ethnicity (compared to non-Hispanic Black race/ethnicity), male sex assigned at birth (LTOT only), not being currently employed, current tobacco use, no alcohol use, higher grit (any opioid prescription only), functional limitations, diagnosed chronic pain, lower comorbidity burden (LTOT only), obesity class I or class II/III (any opioid prescription only), undergoing surgery (any opioid prescription only), and diagnosed cancer (any opioid prescription only). CONCLUSIONS Multifactor screening could help identify individuals at elevated risk for adverse opioid-related outcomes and augment current multifaceted initiatives, as several social risks and patient characteristics were predictors of LTOT and any opioid prescription.
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Affiliation(s)
- Dan V Blalock
- Center of Innovation to Accelerate Discovery and Practice Transformation (ADAPT), Durham Veterans Affairs Health Care System, Durham, NC, USA
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, USA
| | - Liberty Greene
- Center for Innovation to Implementation, VA Palo Alto Health Care System, Menlo Park, CA, USA
- Division of Primary Care and Population Health, Stanford University School of Medicine, Stanford, CA, USA
| | - Ryan M Kane
- Division of General Internal Medicine, Department of Medicine, Duke University, Durham, NC, USA
- Clinical and Translational Science Institute, Duke University, Durham, NC, USA
| | - Valerie A Smith
- Center of Innovation to Accelerate Discovery and Practice Transformation (ADAPT), Durham Veterans Affairs Health Care System, Durham, NC, USA
- Division of General Internal Medicine, Department of Medicine, Duke University, Durham, NC, USA
- Department of Population Health Sciences, Duke University, Durham, NC, USA
| | - Josephine Jacobs
- Center for Innovation to Implementation, VA Palo Alto Health Care System, Menlo Park, CA, USA
- Health Economics Resource Center, VA Palo Alto Health Care System, Menlo Park, CA, USA
| | - Mayuree Rao
- Seattle-Denver Center of Innovation for Veteran-Centered and Value-Driven Care, VA Puget Sound Health Care System, Seattle, WA, USA
- Division of General Internal Medicine, Department of Medicine, University of Washington, Seattle, WA, USA
| | - Alicia J Cohen
- Center of Innovation in Long Term Services and Supports, VA Providence Healthcare System, Providence, RI, USA
- Department of Family Medicine, Warren Alpert Medical School, Brown University, Providence, RI, USA
- Department of Health Services, Policy, and Practice, School of Public Health, Brown University, Providence, RI, USA
| | - Donna M Zulman
- Center for Innovation to Implementation, VA Palo Alto Health Care System, Menlo Park, CA, USA
- Division of Primary Care and Population Health, Stanford University School of Medicine, Stanford, CA, USA
| | - Matthew L Maciejewski
- Center of Innovation to Accelerate Discovery and Practice Transformation (ADAPT), Durham Veterans Affairs Health Care System, Durham, NC, USA.
- Division of General Internal Medicine, Department of Medicine, Duke University, Durham, NC, USA.
- Department of Population Health Sciences, Duke University, Durham, NC, USA.
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10
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Dawes MH, Ortelli OA, Holleran KM, Jones SR. Fentanyl self-administration is accelerated by methamphetamine co-use and results in worsened hypodopaminergia in male, but not female rats. Eur J Neurosci 2024; 60:5912-5926. [PMID: 39251212 PMCID: PMC11484618 DOI: 10.1111/ejn.16533] [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: 04/15/2024] [Revised: 08/07/2024] [Accepted: 08/26/2024] [Indexed: 09/11/2024]
Abstract
Combined use of fentanyl and methamphetamine (FENT + METH) has increased in recent years and has been documented in a growing number overdose deaths each year. The impact of FENT + METH on behavior and neurobiology is not well understood. In this study, male and female Long Evans rats were tested on a limited access, fixed ratio 1 self-administration schedule for increasing doses (1.25-5 μg/kg/infusion; iv) of fentanyl, with and without a single dose (0.1 mg/kg/infusion; iv) of methamphetamine, for 15 days. FENT + METH abolished dose responsiveness to fentanyl in all rats and accelerated intake in males, resulting in patterns of responding that may be more likely to result in adverse effects. Ex vivo slice voltammetry in the nucleus accumbens core showed decreases in dopamine release and reuptake (Vmax) following FENT + METH exposure, compared with saline, fentanyl, and methamphetamine alone groups at baseline parameters. Further, significant decreases in dopamine release were observed across a range of stimulation intensities following FENT + METH exposure. Overall, male and female rats displayed sex-specific behavioral and neurobiological responses to FENT + METH exposure, with males displaying increased vulnerability.
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Affiliation(s)
- Monica H. Dawes
- Department of Translational Neuroscience, Wake Forest University School of Medicine, Winston-Salem, NC 27101, United States
| | - Olivia A. Ortelli
- Department of Translational Neuroscience, Wake Forest University School of Medicine, Winston-Salem, NC 27101, United States
| | - Katherine M. Holleran
- Department of Translational Neuroscience, Wake Forest University School of Medicine, Winston-Salem, NC 27101, United States
| | - Sara R. Jones
- Department of Translational Neuroscience, Wake Forest University School of Medicine, Winston-Salem, NC 27101, United States
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11
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Brummer J, Thylstrup B, Melis F, Hesse M. Predictors of retention in heroin-assisted treatment in Denmark 2010-2018 - A record-linkage study. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2024; 165:209449. [PMID: 38960145 DOI: 10.1016/j.josat.2024.209449] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/18/2024] [Revised: 04/25/2024] [Accepted: 06/26/2024] [Indexed: 07/05/2024]
Abstract
INTRODUCTION While randomized-controlled trials have shown that heroin-assisted treatment (HAT) is superior to methadone maintenance alone in treatment of refractory clients, little is known about client factors associated with retention in HAT in routine care. METHODS This retrospective cohort study assessed predictors of retention in first treatment episode among a consecutive cohort of clients admitted to HAT in Denmark from 2010 to 2018, who could be matched to the Danish population register and for whom a Short Form Health Survey (SF-36) was available at admission (N = 432). The study derived predictors from client self-reports at intake and administrative data available in national registers. Cox proportional hazards regression modelled retention in treatment. RESULTS The one-year retention rate was 69.63 % (95 % CI 65.06 %-73.74 %), and the median time in treatment was 2.45 years (95 % CI, 1.83-3.12). Bivariate analyses showed that retention was lower for clients who had recent cocaine or benzodiazepine use and among those who had experienced an overdose in the year prior to enrollment in HAT. Age below 40, recent illegal activity, poorer emotional wellbeing, previous residential treatment experience, and previous intensive outpatient treatment were also predictors of dropout from HAT. CONCLUSIONS This observational study found that retention in HAT in routine care was similar to rates observed in randomized-controlled trials conducted in other countries. The results suggest that addressing polysubstance use as part of the HAT program may promote long-term retention, as may directing resources to certain subgroups identified at intake, including clients under 40 years and those who report recent criminal activity, emotional problems, or overdoses. The findings that previous residential treatment and intensive outpatient treatment were associated with dropout were unexpected.
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Affiliation(s)
- Julie Brummer
- Centre for Alcohol and Drug Research, Emdrup Campus, Aarhus BSS, Aarhus University, Tuborgvej 164, Building A, 2(nd) Floor, 2400 Copenhagen NV, Denmark.
| | - Birgitte Thylstrup
- Centre for Alcohol and Drug Research, Emdrup Campus, Aarhus BSS, Aarhus University, Tuborgvej 164, Building A, 2(nd) Floor, 2400 Copenhagen NV, Denmark.
| | - Francesca Melis
- Norwegian Centre for Addiction Research (SERAF), Institute of Clinical Medicine, University of Oslo, Norway.
| | - Morten Hesse
- Centre for Alcohol and Drug Research, Emdrup Campus, Aarhus BSS, Aarhus University, Tuborgvej 164, Building A, 2(nd) Floor, 2400 Copenhagen NV, Denmark.
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12
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Guure C, Dery S, Baptista da Silva C, Asamoah-Adu C, Ayisi-Addo S, Diaba K, Loglo MG, Mohammed A, Sarpong YA, Hanu S, Torpey K. Situational assessment and epidemiology of HIV, HBV and HCV among people who use and inject drugs in Ghana. PLoS One 2024; 19:e0305923. [PMID: 39186757 PMCID: PMC11346957 DOI: 10.1371/journal.pone.0305923] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2024] [Accepted: 06/06/2024] [Indexed: 08/28/2024] Open
Abstract
INTRODUCTION People who inject drugs (PWID) and people who use drugs (PWUD) are an important population group that remain under-served in Ghana. Though PWID and PWUD are among the key populations most-at-risk to acquire sexually transmitted or blood-borne diseases, they are among those with the least access to human immunodeficiency (HIV), hepatitis B (HBV) and hepatitis C (HCV) viruses' prevention, care and treatment services in Ghana due to lack of data on them. We provide a rapid assessment of the PWUD and PWID situation in Ghana. METHODS This rapid cross-sectional design undertook consultative meetings between the study team and relevant stakeholders, including Civil Society Organizations (CSO) working with PWUD/PWID. The assessment considered a representative sample of PWID and PWUD. It was conducted in four (4) selected regions of Ghana (Greater Accra, Ashanti, Western, and Northern). Overall, 323 participants were interviewed using respondent-driven sampling (RDS) approach. Information obtained from participants were demographics, HIV risk behaviors, human immunodeficiency (HIV) and sexually transmitted infections (STI)-related knowledge HIV/HCV/HBV screening, attitude, and practices among others. Analyses were conducted using Stata version 17 and RDSAT version 7.1.46 software. FINDINGS Drug use was found to be more prevalent among the youth with a median age of 37 years. Majority of the respondents were males (86%). About 28% of the female respondents identified themselves as sex workers, while about 74% have been involved in transactional sex. The median age at which respondents started using and injecting drugs was 20 and 22 years respectively. Majority (68%) of the respondents consume drugs through smoking, with 20% through snorting, inhaling or swallowing and 12% through injection. The drug mostly used among the respondents was heroin (52%). The most commonly injected drug was cocaine (55%). About 64.7% of respondents reported mixing two or more drugs. HIV prevalence among respondents was 2.5%, 12.3% among women and 17.7% among women engaged in sex work, highlighting the overlap vulnerability. The prevalence of hepatitis C was 6.0%, and Hepatitis B was 4.5%. Access to care is limited, with 63% of the respondents never been tested for HIV. CONCLUSION These rapid assessment findings reveal the challenging conditions for people who use and inject drugs coupled with a relatively high prevalence of HIV and Hepatitis C compared to the general population. However, it also reveals that Ghana has a window of opportunity to prevent an exponential spread of HIV and Hepatitis in this population. Therefore, there is the need to implement prevention and treatment programs for HIV and hepatitis among people who use and inject drugs including essential strategies for an enabling environment in Ghana.
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Affiliation(s)
- Chris Guure
- Department of Biostatistics, School of Public Health, University of Ghana, Legon-Accra, Ghana
| | - Samuel Dery
- Department of Biostatistics, School of Public Health, University of Ghana, Legon-Accra, Ghana
| | | | | | | | - Kofi Diaba
- West Africa Program to Combat AIDS, Accra, Ghana
| | | | - Adamu Mohammed
- West Africa Behavioural Health Addictions and Recovery Management, Accra, Ghana
| | | | | | - Kwasi Torpey
- Department of Population Family and Reproductive Health, School of Public Health, University of Ghana, Legon-Accra, Ghana
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Jang KW, Kim J, Jung HW, Lee SK, Park BJ, Kang HC, Kim CH, Lee HK, Roh D. Public Perception Towards Drug Abuse in South Korea: The Effects of Overconfidence and Affirmation. Psychiatry Investig 2024; 21:746-754. [PMID: 39089700 PMCID: PMC11298263 DOI: 10.30773/pi.2023.0328] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/21/2023] [Revised: 01/24/2024] [Accepted: 05/16/2024] [Indexed: 08/04/2024] Open
Abstract
OBJECTIVE The abuse of prescription drugs and over-the-counter medicines has been a major issue addressed as a serious public health problem worldwide. This study explored factors contributing to substance abuse in Korea by examining the status of substance abuse among Korean adults and evaluating their knowledge, attitudes, and intentions toward substance abuse. METHODS Data were collected online from a sample of participants 19 years old or older from May 20 to June 1, 2020 (n=1,020). The survey consisted of questions on demographics, perceptions of drug risk, motives for drug use, and attitudes toward drug addiction treatment. Principal component and multiple logistic regression analyses were used to explore the factors contributing to the perception of drug abuse. RESULTS In the multivariate regression analysis, overconfidence in handling drug usage, acceptance of addictive substances, and affirmation of public support for drug abuse were associated with opioid abuse (Nagelkerke R2=0.486), and additionally affirmation of legal cannabis usage and motivation to use diet pills were associated with diet pill abuse (Nagelkerke R2=0.569). CONCLUSION The findings of this study suggest that the actual situation of substance abuse among Korean adults increases awareness of and attitudes toward drug use related to substance abuse.
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Affiliation(s)
- Ki Won Jang
- Mind-Neuromodulation Laboratory, Hallym University College of Medicine, Chuncheon, Republic of Korea
| | - Jiheon Kim
- Mind-Neuromodulation Laboratory, Hallym University College of Medicine, Chuncheon, Republic of Korea
- Department of Psychiatry, Hallym University College of Medicine, Chuncheon, Republic of Korea
| | - Han Wool Jung
- Mind-Neuromodulation Laboratory, Hallym University College of Medicine, Chuncheon, Republic of Korea
| | - Sang-Kyu Lee
- Mind-Neuromodulation Laboratory, Hallym University College of Medicine, Chuncheon, Republic of Korea
- Department of Psychiatry, Hallym University College of Medicine, Chuncheon, Republic of Korea
| | - Byung Joo Park
- Department of Preventive Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Hoon-Chul Kang
- Division of Pediatric Neurology, Department of Pediatrics, Severance Children’s Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Chan-Hyung Kim
- Department of Psychiatry and Institute of Behavioural Science in Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Hae Kook Lee
- Department of Psychiatry, The Catholic University of Korea Uijeongbu St. Mary’s Hospital, Uijeongbu, Republic of Korea
| | - Daeyoung Roh
- Mind-Neuromodulation Laboratory, Hallym University College of Medicine, Chuncheon, Republic of Korea
- Department of Psychiatry, Hallym University College of Medicine, Chuncheon, Republic of Korea
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Lardier DT, Gilmore-Powell K, Morton CM, Peterson NA, Borys S. Peer Recovery Specialists and Referrals to Treatment: Clinical Correlates Among Patients of an Opioid Overdose Recovery Program in New Jersey. SUBSTANCE USE & ADDICTION JOURNAL 2024; 45:493-505. [PMID: 38469829 DOI: 10.1177/29767342241235765] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/13/2024]
Abstract
BACKGROUND Peer recovery programs increase recovery support and treatment engagement among individuals with opioid use disorder. Peer recovery specialists (PRS) are critical in the cascade of care of treating addiction and related conditions. Work remains to help identify the benefits of PRS, particularly time spent with a PRS as a clinical indicator associated with referral to substance use treatment services. Gaps in the literature do not consider the nested hierarchical intercorrelations of opioid recovery data within multiple emergency departments. PURPOSE The current study examined demographic and clinical correlates with referral to substance use treatment services including prior engagement within an opioid overdose recovery program, mental health diagnosis, the number of naloxone administrations, prior overdoses, and hospital-level variability of PRS time associated with treatment referrals. METHOD This study used data collected by providers among patients who engaged in an opioid overdose recovery program. Data were collected between January 2016 and September 2020. Generalized linear mixed effect multilevel regression analyses tested the associations on clinical referral to substance use services. RESULTS A total of 5655 patients participated in the study (male: 68.91%; age: mean = 37.75 ± 12.43; White non-Hispanic: 62.48%). Significant individual-level associations were identified between demographic and clinical variables and referral to substance use treatment services. At the hospital level, recovery specialist time spent with the patient also showed a positive and significant association with referral to substance use treatment services. CONCLUSION The cross-level interaction effect displayed that any period of time spent with PRS played an important role for those patients with a greater number of prior overdoses on referral to treatment. Results provide important information on the role of PRS in the cascade of care, as well as the time spent with those in this role for both individuals with varying number of prior overdoses.
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Affiliation(s)
- David T Lardier
- Department of Psychiatry and Behavioral Sciences, Division of Community Behavioral Health, University of New Mexico School of Medicine, Albuquerque, NM, USA
| | - Kristen Gilmore-Powell
- Center for Prevention Science and the Northeast and Caribbean Prevention Technology Transfer Center, School of Social Work, Rutgers University, New Brunswick, NJ, USA
| | - Cory M Morton
- Center for Prevention Science and the Northeast and Caribbean Prevention Technology Transfer Center, School of Social Work, Rutgers University, New Brunswick, NJ, USA
| | - N Andrew Peterson
- Center for Prevention Science and the Northeast and Caribbean Prevention Technology Transfer Center, School of Social Work, Rutgers University, New Brunswick, NJ, USA
| | - Suzanne Borys
- Office of Planning, Research, Evaluation and Prevention, New Jersey Division of Mental Health and Addiction Services, Hamilton, NJ, USA
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15
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Caetano R, Vaeth PA, Gruenewald PJ, Ponicki WR, Kaplan Z. Alcohol and cannabis use and co-use among Whites and Hispanics on and off the U.S./Mexico border in California. J Ethn Subst Abuse 2024:1-17. [PMID: 38795010 PMCID: PMC11586460 DOI: 10.1080/15332640.2024.2354320] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/27/2024]
Abstract
This paper examines self-reported rates of drinking and cannabis use and co-use among White and Hispanic adults randomly selected in four counties in California: Imperial on the border; and Kern, Tulare, and Madera in California's Central Valley. Co-use was significantly higher among the U.S. born than among those born abroad, and in the Central Valley than on the border. Co-users were heavier drinkers, had higher rates of alcohol use disorder, other alcohol problems, and a positive history of illicit drug use than drinkers only.
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Affiliation(s)
| | | | | | | | - Zoe Kaplan
- Prevention Research Center, Berkeley, CA, USA
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16
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Andersson HW, Nordfjærn T, Mosti MP. The relationship between the Hopkins symptom checklist-10 and diagnoses of anxiety and depression among inpatients with substance use disorders. Nord J Psychiatry 2024; 78:319-327. [PMID: 38421343 DOI: 10.1080/08039488.2024.2323124] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/31/2023] [Accepted: 02/16/2024] [Indexed: 03/02/2024]
Abstract
INTRODUCTION The Hopkins Symptom Checklist-10 (HSCL-10) is a self-report inventory of anxiety and depression symptoms that may assist clinicians in screening for clinical conditions among patients with substance use disorder (SUD). We examined the HSCL-10 as a screening tool for anxiety and depressive disorders within a general population of SUD inpatients. METHODS We used data from a cohort study of 611 SUD inpatients. Receiver operating characteristic (ROC) analyses were conducted, with and without covariates, to evaluate the potential of the HSCL-10 as a screening tool. This was explored using any anxiety disorder, especially posttraumatic stress disorder (PTSD), and any mood disorder, especially major depressive disorders, as the outcome criteria. Candidate covariates included gender, age, education, polydrug use and treatment center.Results: The HSCL-10 had a moderate ability to identify caseness (i.e. having or not having a clinical diagnosis) according to each outcome criterion, with the area under the ROC curve (AUC) varying from 0.64 to 0.66. Adding relevant covariates markedly enhanced the instrument's ability to identify those who met the criteria for any anxiety disorder (AUC = 0.77), especially PTSD (AUC = 0.82). CONCLUSION In a real-world clinical setting, the HSCL-10 has fair-to-good clinical utility for identifying SUD inpatients who have comorbid clinical symptoms of anxiety disorders or PTSD, when combined with common background variables. The HSCL-10, a brief self-report screening tool, may serve as an efficient proxy for comprehensive interviews used in research and for clinical anxiety symptom screening among patients with SUD.
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Affiliation(s)
- Helle Wessel Andersson
- Department of Research and Development, Clinic of Substance Use and Addiction Medicine, St. Olavs University Hospital, Trondheim, Norway
| | - Trond Nordfjærn
- Department of Research and Development, Clinic of Substance Use and Addiction Medicine, St. Olavs University Hospital, Trondheim, Norway
- Department of Psychology, Norwegian University of Science and Technology, Trondheim, Norway
| | - Mats P Mosti
- Department of Research and Development, Clinic of Substance Use and Addiction Medicine, St. Olavs University Hospital, Trondheim, Norway
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Blalock DV, Berlin SA, Berkowitz T, Smith VA, Wright C, Bachrach RL, Grubber JM. Associations Between a Primary Care-Delivered Alcohol-Related Brief Intervention and Subsequent Opioid-Related Outcomes. Am J Psychiatry 2024; 181:434-444. [PMID: 38706328 PMCID: PMC11076009 DOI: 10.1176/appi.ajp.20230683] [Citation(s) in RCA: 1] [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] [Indexed: 05/07/2024]
Abstract
OBJECTIVE The co-occurrence of unhealthy alcohol use and opioid misuse is high and associated with increased rates of overdose, emergency health care utilization, and death. The current study examined whether receipt of an alcohol-related brief intervention is associated with reduced risk of negative downstream opioid-related outcomes. METHODS This retrospective cohort study included all VISN-6 Veterans Affairs (VA) patients with Alcohol Use Disorders Identification Test-Consumption (AUDIT-C) screening results (N=492,748) from 2014 to 2019. Logistic regression was used to examine the association between documentation of an alcohol-related brief intervention and probability of a new 1) opioid prescription, 2) opioid use disorder (OUD) diagnosis, or 3) opioid-related hospitalization in the following year, controlling for demographic and clinical covariates. RESULTS Of the veterans, 13% (N=63,804) had "positive" AUDIT-C screen results. Of those, 72% (N=46,216) had a documented alcohol-related brief intervention. Within 1 year, 8.5% (N=5,430) had a new opioid prescription, 1.1% (N=698) had a new OUD diagnosis, and 0.8% (N=499) had a new opioid-related hospitalization. In adjusted models, veterans with positive AUDIT-C screen results who did not receive an alcohol-related brief intervention had higher odds of new opioid prescriptions (adjusted odds ratio [OR]=1.10, 95% CI=1.03-1.17) and new OUD diagnoses (adjusted OR=1.19, 95% CI=1.02-1.40), while new opioid-related hospitalizations (adjusted OR=1.19, 95% CI=0.99-1.44) were higher although not statistically significant. Removal of medications for OUD (MOUD) did not impact associations. All outcomes were significantly associated with an alcohol-related brief intervention in unadjusted models. CONCLUSIONS The VA's standard alcohol-related brief intervention is associated with subsequent lower odds of a new opioid prescription or a new OUD diagnosis. Results suggest a reduction in a cascade of new opioid-related outcomes from prescriptions through hospitalizations.
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Affiliation(s)
- Dan V. Blalock
- Durham Center of Innovation to Accelerate Discovery and Practice Transformation (ADAPT), Durham Veterans Affairs Health Care System, Durham NC
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham NC
| | - Sophia A. Berlin
- Institute for Medical Research, Durham NC
- Durham Veterans Affairs Health Care System, Durham NC
| | - Theodore Berkowitz
- Durham Center of Innovation to Accelerate Discovery and Practice Transformation (ADAPT), Durham Veterans Affairs Health Care System, Durham NC
| | - Valerie A. Smith
- Durham Center of Innovation to Accelerate Discovery and Practice Transformation (ADAPT), Durham Veterans Affairs Health Care System, Durham NC
- Department of Population Health Sciences, Duke University, Durham NC
- Division of General Internal Medicine, Department of Medicine, Duke University School of Medicine, Durham NC
| | | | - Rachel L. Bachrach
- Center for Clinical Management Research, VA Ann Arbor Healthcare System, Ann Arbor, MI
- Department of Psychiatry, University of Michigan Medical School, Ann Arbor, MI
| | - Janet M. Grubber
- Durham Center of Innovation to Accelerate Discovery and Practice Transformation (ADAPT), Durham Veterans Affairs Health Care System, Durham NC
- Cooperative Studies Program Coordinating Center, Veterans Affairs Boston Health Care System, Boston MA
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Rudolph JE, Cepeda JA, Astemborski J, Kirk GD, Mehta SH, German D, Genberg BL. Longitudinal patterns of use of stimulants and opioids in the AIDS linked to the IntraVenous experience cohort, 2005-2019. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2024; 126:104364. [PMID: 38408416 PMCID: PMC11056308 DOI: 10.1016/j.drugpo.2024.104364] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2023] [Revised: 01/30/2024] [Accepted: 02/16/2024] [Indexed: 02/28/2024]
Abstract
BACKGROUND Overdoses involving opioids and stimulants are on the rise, yet few studies have examined longitudinal trends in use of both substances. We sought to describe use and co-use of opioids and stimulants, 2005-2019, in the AIDS Linked to the Intravenous Experience (ALIVE) cohort - a community-based cohort of people with a history of injection drug use living in or near Baltimore, MD. METHODS We included 2083 ALIVE participants, who had at least two visits during the study period. Our outcome was based on self-reported use of opioids and stimulants in the prior 6 months. We estimated prevalence of 4 categories of use (neither stimulants nor opioids, only stimulants, only opioids, stimulants and opioids), using a non-parametric multi-state model, accounting for the competing event of death and weighting for informative loss to follow-up. All analyses were stratified by enrollment cohort, with the main analysis including participants who enrolled prior to 2015 and a sub-analysis including participants who enrolled 2015-2018. RESULTS In the main analysis, prevalence of using stimulants and opioids decreased from 38 % in 2005 to 12 % 2013 but stabilized from 2014 onwards (13-19 %). The prevalence of using only stimulants (7-11 %) and only opioids (5-10 %) was stable across time. Participants who reported using both were more likely to report homelessness, depression, and other substance use (e.g., marijuana and heavy alcohol use) than participants in the other use categories. On average, 65 % of visits with use of both were followed by a subsequent visit with use of both; of participants transitioning out of using both, 13% transitioned to using neither. CONCLUSIONS While use of stimulants and opioids declined in the cohort through 2013, a meaningful proportion of participants persistently used both. More research is needed to understand and develop strategies to mitigate harms associated with persistent use of both stimulants and opioids.
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Affiliation(s)
- Jacqueline E Rudolph
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA.
| | - Javier A Cepeda
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Jacquie Astemborski
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Gregory D Kirk
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA; Division of Infectious Diseases, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Shruti H Mehta
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Danielle German
- Department of Health, Behavior & Society, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Becky L Genberg
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
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van Hest N, Brothers TD, Williamson A, Lewer D. Health-care resource use among patients who use illicit opioids in England, 2010-20: A descriptive matched cohort study. Addiction 2024; 119:730-740. [PMID: 38049387 DOI: 10.1111/add.16401] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/25/2023] [Accepted: 09/27/2023] [Indexed: 12/06/2023]
Abstract
BACKGROUND AND AIMS People who use illicit opioids have higher mortality and morbidity than the general population. Limited quantitative research has investigated how this population engages with health-care, particularly regarding planned and primary care. We aimed to measure health-care use among patients with a history of illicit opioid use in England across five settings: general practice (GP), hospital outpatient care, emergency departments, emergency hospital admissions and elective hospital admissions. DESIGN This was a matched cohort study using Clinical Practice Research Datalink and Hospital Episode Statistics. SETTING Primary and secondary care practices in England took part in the study. PARTICIPANTS A total of 57 421 patients with a history of illicit opioid use were identified by GPs between 2010 and 2020, and 172 263 patients with no recorded history of illicit opioid use matched by age, sex and practice. MEASUREMENTS We estimated the rate (events per unit of time) of attendance and used quasi-Poisson regression (unadjusted and adjusted) to estimate rate ratios between groups. We also compared rates of planned and unplanned hospital admissions for diagnoses and calculated excess admissions and rate ratios between groups. FINDINGS A history of using illicit opioids was associated with higher rates of health-care use in all settings. Rate ratios for those with a history of using illicit opioids relative to those without were 2.38 [95% confidence interval (CI) = 2.36-2.41] for GP; 1.99 (95% CI = 1.94-2.03) for hospital outpatient visits; 2.80 (95% CI = 2.73-2.87) for emergency department visits; 4.98 (95% CI = 4.82-5.14) for emergency hospital admissions; and 1.76 (95% CI = 1.60-1.94) for elective hospital admissions. For emergency hospital admissions, diagnoses with the most excess admissions were drug-related and respiratory conditions, and those with the highest rate ratios were personality and behaviour (25.5, 95% CI = 23.5-27.6), drug-related (21.2, 95% CI = 20.1-21.6) and chronic obstructive pulmonary disease (19.4, 95% CI = 18.7-20.2). CONCLUSIONS Patients who use illicit opioids in England appear to access health services more often than people of the same age and sex who do not use illicit opioids among a wide range of health-care settings. The difference is especially large for emergency care, which probably reflects both episodic illness and decompensation of long-term conditions.
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Affiliation(s)
- Naomi van Hest
- Department of Epidemiology and Public Health, University College London, London, UK
| | - Thomas D Brothers
- Department of Epidemiology and Public Health, University College London, London, UK
- Department of Medicine, Dalhousie University, Halifax, Canada
| | - Andrea Williamson
- School of Health and Wellbeing, MVLS, University of Glasgow, Glasgow, UK
| | - Dan Lewer
- Department of Epidemiology and Public Health, University College London, London, UK
- Bradford Institute for Health Research, Bradford Teaching Hospitals NHS Foundation Trust, Bradford, UK
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Zhu Y, Baldwin LM, Mooney LJ, Saxon AJ, Kan E, Hser YI. Co-occurring substance use disorders among patients with opioid use disorder in rural primary care clinics. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2024; 158:209269. [PMID: 38097045 PMCID: PMC11522973 DOI: 10.1016/j.josat.2023.209269] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/09/2023] [Revised: 10/10/2023] [Accepted: 12/11/2023] [Indexed: 12/17/2023]
Abstract
BACKGROUND Co-occurring substance use disorders (SUDs) among individuals with opioid use disorder (OUD) are associated with additional impairment, overdose, and death. This study examined characteristics of patients who have OUD with and without co-occurring SUDs in rural primary care clinics. METHODS Secondary analysis used electronic health record (EHR) data from six rural primary care clinics, including demographics, diagnoses, encounters, and prescriptions of medication for OUD (MOUD), as well as EHR data from an external telemedicine vendor that provided MOUD to some clinic patients. The study population included all adult patients who had a visit to the participating clinics from October 2019 to January 2021. RESULTS We identified 1164 patients with OUD; 72.6 % had OUD only, 11.5 % had OUD and stimulant use disorder (OUD + StUD), and 15.9 % had OUD and other non-stimulant substance use disorder (OUD + Other). The OUD + StUD group had the highest rates of hepatitis C virus (25.4 % for OUD + StUD, 17.8 % for OUD + Other, and 7.5 % for OUD Only; p < 0.001) and the highest rates of mental health disorders (78.4 %, 69.7 %, and 59.9 %, respectively; p < 0.001). Compared to the OUD Only group, patients in the OUD + StUD and OUD + Other groups were more likely to receive telehealth services provided by clinic staff, in-clinic behavioral health services, and in-clinic MOUD. The OUD + StUD group had the highest proportion of referrals to the external telemedicine vendor. CONCLUSIONS More than 27 % of patients with OUD in rural primary care clinics had other co-occurring SUDs, and these patients received more healthcare services than those with OUD only. Future studies should examine variations in outcomes associated with these other services among patients with OUD and co-occurring SUDs.
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Affiliation(s)
- Yuhui Zhu
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA 90024, United States of America
| | - Laura-Mae Baldwin
- Department of Family Medicine, University of Washington, Seattle, WA 98195, United States of America
| | - Larissa J Mooney
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA 90024, United States of America; Veterans Affairs Greater Los Angeles Healthcare System, Los Angeles, CA 90073, United States of America
| | - Andrew J Saxon
- Center of Excellence in Substance Addiction Treatment and Education, Veterans Affairs Puget Sound Health Care System, Seattle, WA 98108, United States of America; Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, WA 98195, United States of America
| | - Emily Kan
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA 90024, United States of America
| | - Yih-Ing Hser
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA 90024, United States of America.
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Psarianos A, Chryssanthopoulos C, Theocharis A, Paparrigopoulos T, Philippou A. Effects of a Two-Month Exercise Training Program on Concurrent Non-Opiate Substance Use in Opioid-Dependent Patients during Substitution Treatment. J Clin Med 2024; 13:941. [PMID: 38398255 PMCID: PMC10888880 DOI: 10.3390/jcm13040941] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2023] [Revised: 01/14/2024] [Accepted: 01/25/2024] [Indexed: 02/25/2024] Open
Abstract
BACKGROUND This randomized controlled trial aimed to evaluate the effects of a two-month exercise intervention on the concurrent non-opiate substance use (alcohol, cocaine, cannabis, and benzodiazepines) in opioid users during their medication treatment. METHODS Ninety opioid users (41 females) in methadone and buprenorphine medication treatment were randomly divided into four groups: (a) buprenorphine experimental (BEX; n = 26, aged 41.9 ± 6.1 yrs); (b) buprenorphine control (BCON; n = 25, aged 41.9 ± 5.6 yrs); (c) methadone experimental (MEX; n = 20, aged 46.7 ± 6.6 yrs); and (d) methadone control (MCON; n = 19, aged 46.1 ± 7.5 yrs). The experimental groups (BEX and MEX) followed an aerobic exercise training program on a treadmill for 20 min at 70% HRmax, 3 days/week for 8 weeks. Socio-demographic, anthropometric, and clinical characteristics, as well as non-opioid drug use in days and quantity per week, were assessed before and after the intervention period. RESULTS Following the exercise training, the weekly non-opioid substance consumption (days) decreased (p < 0.05) in both exercise groups and was lower in BEX compared to MEX, while no differences were observed (p > 0.05) between the control groups (BCON vs. MCON) or compared to their baseline levels. Similarly, the daily amount of non-opiate substance intake was reduced (p < 0.05) post-training in BEX and MEX, whereas it did not differ (p > 0.05) in BCON and MCON compared to the baseline. CONCLUSIONS The two-month exercise intervention reduced the non-opioid drug use in both the methadone and buprenorphine substitution groups compared to the controls, suggesting that aerobic exercise training may be an effective strategy for treating patients with OUDs.
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Affiliation(s)
- Alexandros Psarianos
- 1st Department of Psychiatry, Medical School, National and Kapodistrian University of Athens, 11528 Athens, Greece; (A.P.); (T.P.)
- Greek Organization Against Drugs (OΚAΝA), 10433 Athens, Greece;
| | - Costas Chryssanthopoulos
- Department of Physiology, Medical School, National and Kapodistrian University of Athens, 11527 Athens, Greece;
| | | | - Thomas Paparrigopoulos
- 1st Department of Psychiatry, Medical School, National and Kapodistrian University of Athens, 11528 Athens, Greece; (A.P.); (T.P.)
| | - Anastassios Philippou
- Department of Physiology, Medical School, National and Kapodistrian University of Athens, 11527 Athens, Greece;
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22
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Janssen E, Vuolo M. Correlates of Stimulant Use among People Who Use Heroin Undergoing Treatment in Out-Patient Facilities in France, 2010-2020. Subst Use Misuse 2024; 59:353-361. [PMID: 37859423 DOI: 10.1080/10826084.2023.2270682] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/21/2023]
Abstract
Background: Polydrug use has been implicated in driving a "fourth wave" of the overdose crisis in North America, specifically through concurrent use of stimulants and opioids, especially fentanyl. In France, however, heroin has historically been and remains the easiest-to-access opioid, accounting for most drug treatment demand. Whether similar polydrug use is increasing in Western Europe remains understudied, despite severe health implications and potential inadequate public health responses.Methods: We take advantage of a nation-wide dataset containing information on all patients serviced in treatment centers in France from 2010 to 2020. We conduct Poisson regression to determine the main predictors of stimulant use among people who use heroin (PWUH) and opioids (PWUO) generally.Results: Heroin remains the primary opioid within drug treatment in France. A decreasing number of out-patients seeking treatment for heroin use has been accompanied by an increasing trend of stimulant use over time, most commonly with powder cocaine. Our results suggest a significant increase of crack cocaine use among the most vulnerable PWUH. Concurrent use of stimulants among PWUH was positively associated with use of alcohol, cannabis, unprescribed psychotropics and hallucinogens, and negatively with tobacco. Similar results were found for all in-treatment PWUO.Conclusions: Our results uncover heterogeneity in the profiles of PWUH that should be fully acknowledged to ensure better efficiency in substance use clinical practices and policy, while simultaneously drawing attention to trends in concurrent opioid-stimulant use outside North America. We advocate for an extension of the generalized risk framework and its implementation in prevention programs.
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Affiliation(s)
- Eric Janssen
- French Monitoring Centre on Drugs and Drug Addiction (Observatoire Français des Drogues et des Tendances Addictives - OFDT), Paris, France
| | - Michael Vuolo
- Department of Sociology, Ohio State University, Columbus, OH, USA
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23
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Vohra V, Stroh-Steiner GK, Jones P. Qualitative and quantitative characteristics of xylazine-associated deaths detected using a post-mortem toxicology testing program. Clin Toxicol (Phila) 2023; 61:1040-1046. [PMID: 38088581 DOI: 10.1080/15563650.2023.2288540] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2023] [Accepted: 11/22/2023] [Indexed: 01/09/2024]
Abstract
INTRODUCTION The United States drug overdose crisis continues to evolve. Xylazine has been increasingly identified as an adulterant in illicit opioid supplies. The incorporation of novel adulterants, like xylazine, into the illicit drug supply adds complexity to post-mortem toxicology testing, public health messaging, substance use mitigation, and the treatment of people who use drugs. METHODS We assessed trends, decedent characteristics, drug co-detection, and blood concentrations of xylazine-positive post-mortem cases in Michigan. We utilized a toxicology testing program capable of detecting several opioids and non-opioids in post-mortem blood samples within 72 hours. RESULTS A total of 279 deaths were xylazine-positive between October 2019 and June 2023, with 100 percent positive for fentanyl. Only 30 percent of xylazine-involved samples were positive for naloxone, while 21.2 percent of xylazine-negative and opioid-positive samples were positive for naloxone. The percentage of xylazine-positive deaths increased from 3.2 percent in 2021 to 4.7 percent in January-June 2023. A median of five total drug groups were present among xylazine-positive deaths. Post-mortem xylazine concentrations for 55 decedent blood samples ranged from 5.2 to 200 µg/L. DISCUSSION Our study demonstrated increases in xylazine detection among post-mortem cases. Our findings are consistent with national trends of increasing xylazine presence among drug-involved deaths. Our range of detected post-mortem xylazine blood concentrations was consistent with what has been reported in previous literature. Fentanyl was detected in 100 percent of xylazine-positive overdose deaths. Naloxone detection was relatively low, highlighting the continued importance of increasing naloxone access and distribution. Deaths associated with xylazine often involved multiple other drugs. Limited human clinical xylazine research precludes accurate interpretation and attribution of causality from these data. CONCLUSIONS Overdose-related deaths with xylazine detection are increasing in Michigan and across the United States. Further clinical and toxicological research can help contextualize the clinical significance of xylazine in opioid overdose, clarify epidemiologic and clinical research, and inform appropriate public health messaging.
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Affiliation(s)
- Varun Vohra
- Department of Emergency Medicine, Michigan Poison & Drug Information Center, Wayne State University School of Medicine, Detroit, MI, USA
| | | | - Prentiss Jones
- Pathology, Western Michigan University Homer Stryker M.D. School of Medicine, Kalamazoo, MI, USA
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24
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Frost MC, Malte CA, Hawkins EJ, Glass JE, Hallgren KA, Williams EC. Impact of an intervention to implement provision of opioid use disorder medication among patients with and without co-occurring substance use disorders. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2023; 155:209175. [PMID: 37751798 PMCID: PMC10706828 DOI: 10.1016/j.josat.2023.209175] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Revised: 06/14/2023] [Accepted: 09/22/2023] [Indexed: 09/28/2023]
Abstract
INTRODUCTION Co-occurring substance use disorders (SUDs) are common among people with opioid use disorder (OUD) and known to hinder receipt of medications for OUD (MOUD). It is important to understand how MOUD care implemented outside of SUD specialty settings impacts access for patients with co-occurring SUDs. The Veterans Health Administration's (VA) Stepped Care for Opioid Use Disorder Train the Trainer (SCOUTT) initiative was implemented in primary care, mental health, and pain clinics in 18 VA facilities, and was found to increase MOUD receipt. This study assessed the SCOUTT initiative's impact among patients with and without co-occurring SUDs. METHODS This study used a controlled interrupted time series design. We extracted electronic health record data for patients with OUD with visits in SCOUTT intervention or matched comparison clinics during the post-implementation year (9/1/2018-8/31/2019). We examined the monthly proportion of patients who received MOUD in SCOUTT intervention or comparison clinics (primary care, mental health, and pain clinics), or in a VA SUD specialty clinic (where patients may have been referred), during the pre- and post-implementation years. Segmented logistic regression models estimated pre-post changes in outcomes (immediate level change from the final month of the pre-implementation period to the first month of the post-implementation period, change in trend/slope) in intervention vs. comparison facilities, adjusting for patient characteristics and pre-implementation trends. We stratified analyses by the presence of co-occurring SUDs. RESULTS Among patients without co-occurring SUDs, the pre-post trend/slope change in MOUD received in SCOUTT intervention or comparison clinics was greater in intervention vs. comparison facilities (adjusted odds ratio [aOR]: 1.06, 95% confidence interval [CI]: 1.02-1.10), and the immediate increase in MOUD received in SUD clinics was greater in intervention vs. comparison facilities (aOR: 1.12, 95% CI: 1.02-1.22). These changes did not significantly differ in intervention vs. comparison facilities among patients with co-occurring SUDs. CONCLUSIONS The SCOUTT initiative may have increased MOUD receipt primarily among patients without co-occurring SUDs. Focusing on increasing MOUD receipt for patients with co-occurring SUDs may improve the overall effectiveness of MOUD implementation efforts.
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Affiliation(s)
- Madeline C Frost
- Department of Health Systems and Population Health, University of Washington School of Public Health, 1959 NE Pacific St, Seattle, WA 98195, United States of America; Health Services Research & Development (HSR&D) Center of Innovation for Veteran-Centered and Value-Driven Care, Veterans Affairs (VA) Puget Sound Health Care System, 1660 South Columbian Way, Seattle, WA 98108, United States of America.
| | - Carol A Malte
- Health Services Research & Development (HSR&D) Center of Innovation for Veteran-Centered and Value-Driven Care, Veterans Affairs (VA) Puget Sound Health Care System, 1660 South Columbian Way, Seattle, WA 98108, United States of America; Center of Excellence in Substance Addiction Treatment and Education, Veterans Affairs (VA) Puget Sound Health Care System, 1660 South Columbian Way, Seattle, WA 98108, United States of America.
| | - Eric J Hawkins
- Health Services Research & Development (HSR&D) Center of Innovation for Veteran-Centered and Value-Driven Care, Veterans Affairs (VA) Puget Sound Health Care System, 1660 South Columbian Way, Seattle, WA 98108, United States of America; Center of Excellence in Substance Addiction Treatment and Education, Veterans Affairs (VA) Puget Sound Health Care System, 1660 South Columbian Way, Seattle, WA 98108, United States of America; Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, 1959 NE Pacific St, Seattle, WA 98195, United States of America.
| | - Joseph E Glass
- Department of Health Systems and Population Health, University of Washington School of Public Health, 1959 NE Pacific St, Seattle, WA 98195, United States of America; Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, 1959 NE Pacific St, Seattle, WA 98195, United States of America; Kaiser Permanente Washington Health Research Institute, 1730 Minor Ave, Seattle, WA 98101, United States of America.
| | - Kevin A Hallgren
- Department of Health Systems and Population Health, University of Washington School of Public Health, 1959 NE Pacific St, Seattle, WA 98195, United States of America; Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, 1959 NE Pacific St, Seattle, WA 98195, United States of America; Kaiser Permanente Washington Health Research Institute, 1730 Minor Ave, Seattle, WA 98101, United States of America.
| | - Emily C Williams
- Department of Health Systems and Population Health, University of Washington School of Public Health, 1959 NE Pacific St, Seattle, WA 98195, United States of America; Health Services Research & Development (HSR&D) Center of Innovation for Veteran-Centered and Value-Driven Care, Veterans Affairs (VA) Puget Sound Health Care System, 1660 South Columbian Way, Seattle, WA 98108, United States of America.
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Kusic DM, Heil J, Zajic S, Brangan A, Dairo O, Heil S, Feigin G, Kacinko S, Buono RJ, Ferraro TN, Rafeq R, Haroz R, Baston K, Bodofsky E, Sabia M, Salzman M, Resch A, Madzo J, Scheinfeldt LB, Issa JPJ, Jelinek J. Postmortem toxicology findings from the Camden Opioid Research Initiative. PLoS One 2023; 18:e0292674. [PMID: 37910493 PMCID: PMC10619848 DOI: 10.1371/journal.pone.0292674] [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] [Received: 02/23/2023] [Accepted: 09/26/2023] [Indexed: 11/03/2023] Open
Abstract
The United States continues to be impacted by decades of an opioid misuse epidemic, worsened by the COVID-19 pandemic and by the growing prevalence of highly potent synthetic opioids (HPSO) such as fentanyl. In instances of a toxicity event, first-response administration of reversal medications such as naloxone can be insufficient to fully counteract the effects of HPSO, particularly when there is co-occurring substance use. In an effort to characterize and study this multi-faceted problem, the Camden Opioid Research Initiative (CORI) has been formed. The CORI study has collected and analyzed post-mortem toxicology data from 42 cases of decedents who expired from opioid-related toxicity in the South New Jersey region to characterize substance use profiles. Co-occurring substance use, whether by intent or through possible contamination of the illicit opioid supply, is pervasive among deaths due to opioid toxicity, and evidence of medication-assisted treatment is scarce. Nearly all (98%) of the toxicology cases show the presence of the HPSO, fentanyl, and very few (7%) results detected evidence of medication-assisted treatment for opioid use disorder, such as buprenorphine or methadone, at the time of death. The opioid toxicity reversal drug, naloxone, was detected in 19% of cases, but 100% of cases expressed one or more stimulants, and sedatives including xylazine were detected in 48% of cases. These results showing complex substance use profiles indicate that efforts at mitigating the opioid misuse epidemic must address the complications presented by co-occurring stimulant and other substance use, and reduce barriers to and stigmas of seeking effective medication-assisted treatments.
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Affiliation(s)
- Dara M. Kusic
- Research, Coriell Institute for Medical Research, Camden, New Jersey, United States of America
| | - Jessica Heil
- Clinical Research Office, Cooper University Health Care, Camden, New Jersey, United States of America
| | - Stefan Zajic
- Research, Coriell Institute for Medical Research, Camden, New Jersey, United States of America
| | - Andrew Brangan
- Coriell Institute for Medical Research, Camden, New Jersey, United States of America
| | - Oluseun Dairo
- Coriell Institute for Medical Research, Camden, New Jersey, United States of America
| | - Stacey Heil
- Coriell Institute for Medical Research, Camden, New Jersey, United States of America
| | - Gerald Feigin
- Office of the Medical Examiner, Gloucester County Health Department, Sewell, New Jersey, United States of America
| | - Sherri Kacinko
- Forensic Toxicology, NMS Labs, Horsham, Pennsylvania, United States of America
| | - Russell J. Buono
- Biomedical Sciences, Cooper Medical School of Rowan University, Camden, New Jersey, United States of America
| | - Thomas N. Ferraro
- Biomedical Sciences, Cooper Medical School of Rowan University, Camden, New Jersey, United States of America
| | - Rachel Rafeq
- Department of Emergency Medicine, Cooper University Health Care, Camden, New Jersey, United States of America
| | - Rachel Haroz
- Department of Emergency Medicine, Cooper University Health Care, Camden, New Jersey, United States of America
| | - Kaitlan Baston
- Cooper Medical School of Rowan University, Camden, New Jersey, United States of America
| | - Elliot Bodofsky
- Neurological Institute, Cooper University Health Care, Camden, New Jersey, United States of America
| | - Michael Sabia
- Anesthesiology, Cooper University Health Care, Camden, New Jersey, United States of America
| | - Matthew Salzman
- Department of Emergency Medicine, Cooper University Health Care, Camden, New Jersey, United States of America
| | - Alissa Resch
- Research, Coriell Institute for Medical Research, Camden, New Jersey, United States of America
| | - Jozef Madzo
- Research, Coriell Institute for Medical Research, Camden, New Jersey, United States of America
- Biomedical Sciences, Cooper Medical School of Rowan University, Camden, New Jersey, United States of America
| | - Laura B. Scheinfeldt
- Research, Coriell Institute for Medical Research, Camden, New Jersey, United States of America
- Biomedical Sciences, Cooper Medical School of Rowan University, Camden, New Jersey, United States of America
| | - Jean-Pierre J. Issa
- Research, Coriell Institute for Medical Research, Camden, New Jersey, United States of America
- Biomedical Sciences, Cooper Medical School of Rowan University, Camden, New Jersey, United States of America
| | - Jaroslav Jelinek
- Research, Coriell Institute for Medical Research, Camden, New Jersey, United States of America
- Biomedical Sciences, Cooper Medical School of Rowan University, Camden, New Jersey, United States of America
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Khadka S, Bardes JM, Al-Mamun MA. Opioid-related polysubstance use and its effect on mortality and health resource utilization among trauma patients. Inj Epidemiol 2023; 10:54. [PMID: 37872616 PMCID: PMC10594664 DOI: 10.1186/s40621-023-00459-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Accepted: 09/30/2023] [Indexed: 10/25/2023] Open
Abstract
BACKGROUND Pre-injury opioid use is common, but the effects of opioid-related polysubstance use on mortality and health resources utilization (HRU) have not been investigated yet. The objective of this study was to investigate the effects of opioid-related polysubstance use on mortality and HRU among patients in trauma centres in the US. METHODS We conducted a retrospective cross-sectional study using the US National Trauma Databank from the year 2017 to 2019. Patients (≥ 18 years of age) who tested positive for opioids were included. Patients were analysed based on the number of substances used (i.e., opioids only, two substances (opioids + 1 substance), and three or more than three substances (opioids + ≥ 2 substances)), and polysubstance by type (i.e., opioids only, opioids and alcohol, opioids and stimulants, opioids and benzodiazepine, and other combinations). Multivariate logistic regression was used to determine the association between polysubstance use, mortality and HRU (i.e., need for hospital admission, ICU, and mechanical ventilation). RESULTS Both polysubstance by number and type analyses showed that opioid-related polysubstance use was not significantly associated with mortality compared to opioids only. The odds of hospital admission were higher among the opioids and benzodiazepines group (OR 1.15, 95% CI 1.06-1.24, p < 0.01). The need for ICU was magnified using benzodiazepines and stimulants with opioids (OR 1.44, 95% CI 1.27-1.63, p < 0.01) when compared to the opioids only group. CONCLUSION Opioid-related pre-injury polysubstance use was associated with higher HRU in trauma patients. The evidence can be used by policymakers and practitioners to improve patient outcomes in trauma centers.
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Affiliation(s)
- Safalta Khadka
- Department of Pharmaceutical Systems and Policy, School of Pharmacy, West Virginia University, Morgantown, WV, 26505, USA.
| | - James M Bardes
- Division of Trauma, Acute Care Surgery and Critical Care, Department of Surgery, West Virginia University, Morgantown, WV, 26505, USA
| | - Mohammad A Al-Mamun
- Department of Pharmaceutical Systems and Policy, School of Pharmacy, West Virginia University, Morgantown, WV, 26505, USA
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Butelman ER, Goldstein RZ, Nwaneshiudu CA, Girdhar K, Roussos P, Russo SJ, Alia-Klein N. Neuroimmune Mechanisms of Opioid Use Disorder and Recovery: Translatability to Human Studies, and Future Research Directions. Neuroscience 2023; 528:102-116. [PMID: 37562536 PMCID: PMC10720374 DOI: 10.1016/j.neuroscience.2023.07.031] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2023] [Revised: 07/26/2023] [Accepted: 07/28/2023] [Indexed: 08/12/2023]
Abstract
Opioid use disorder (OUD) is a major current cause of morbidity and mortality. Long-term exposure to short-acting opioids (MOP-r agonists such as heroin or fentanyl) results in complex pathophysiological changes to neuroimmune and neuroinflammatory functions, affected in part by peripheral mechanisms (e.g., cytokines in blood), and by neuroendocrine systems such as the hypothalamic-pituitary-adrenal (HPA) stress axis. There are important findings from preclinical models, but their role in the trajectory and outcomes of OUD in humans is not well understood. The goal of this narrative review is to examine available data on immune and inflammatory functions in persons with OUD, and to identify major areas for future research. Peripheral blood biomarker studies revealed a pro-inflammatory state in persons with OUD in withdrawal or early abstinence, consistent with available postmortem brain studies (which show glial activation) and diffusion tensor imaging studies (indicating white matter disruptions), with gradual abstinence-associated recovery. The mechanistic roles of these neuroimmune and neuroinflammatory changes in the trajectory of OUD (including recovery and medication management) cannot be examined practically with postmortem data. Collection of longitudinal data in larger-scale human cohorts would allow examination of these mechanisms associated with OUD stage and progression. Given the heterogeneity in presentation of OUD, a precision medicine approach integrating multi-omic peripheral biomarkers and comprehensive phenotyping, including neuroimaging, can be beneficial in risk stratification, and individually optimized selection of interventions for individuals who will benefit, and assessments under refractory therapy.
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Affiliation(s)
- Eduardo R Butelman
- Neuropsychoimaging of Addictions and Related Conditions Research Program, Icahn School of Medicine at Mount Sinai, Depts. of Psychiatry and Neuroscience, New York, NY, USA; Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
| | - Rita Z Goldstein
- Neuropsychoimaging of Addictions and Related Conditions Research Program, Icahn School of Medicine at Mount Sinai, Depts. of Psychiatry and Neuroscience, New York, NY, USA; Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Chinwe A Nwaneshiudu
- Center for Disease Neurogenomics, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Department of Anesthesiology, Perioperative and Pain Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Kiran Girdhar
- Center for Disease Neurogenomics, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Icahn Institute for Data Science and Genomic Technology, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Department of Genetics and Genomic Science, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Panos Roussos
- Center for Disease Neurogenomics, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Department of Genetics and Genomic Science, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Mental Illness Research, Education, and Clinical Center (VISN 2 South), James J. Peters VA, Medical Center, Bronx, NY, USA
| | - Scott J Russo
- Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Nash Family Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Brain and Body Research Center, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Nelly Alia-Klein
- Neuropsychoimaging of Addictions and Related Conditions Research Program, Icahn School of Medicine at Mount Sinai, Depts. of Psychiatry and Neuroscience, New York, NY, USA; Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
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Mahoney JJ, Haut MW, Carpenter J, Ranjan M, Thompson-Lake DGY, Marton JL, Zheng W, Berry JH, Tirumalai P, Mears A, D’Haese P, Finomore VS, Hodder SL, Rezai AR. Low-intensity focused ultrasound targeting the nucleus accumbens as a potential treatment for substance use disorder: safety and feasibility clinical trial. Front Psychiatry 2023; 14:1211566. [PMID: 37779628 PMCID: PMC10540197 DOI: 10.3389/fpsyt.2023.1211566] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Accepted: 08/18/2023] [Indexed: 10/03/2023] Open
Abstract
Introduction While current treatments for substance use disorder (SUD) are beneficial, success rates remain low and treatment outcomes are complicated by co-occurring SUDs, many of which are without available medication treatments. Research involving neuromodulation for SUD has recently gained momentum. This study evaluated two doses (60 and 90 W) of Low Intensity Focused Ultrasound (LIFU), targeting the bilateral nucleus accumbens (NAc), in individuals with SUD. Methods Four participants (three male), who were receiving comprehensive outpatient treatment for opioid use disorder at the time of enrollment and who also had a history of excessive non-opioid substance use, completed this pilot study. After confirming eligibility, these participants received 10 min sham LIFU followed by 20 min active LIFU (10 min to left then right NAc). Outcomes were the safety, tolerability, and feasibility during the LIFU procedure and throughout the 90-day follow-up. Outcomes also included the impact of LIFU on cue-induced substance craving, assessed via Visual Analog Scale (VAS), both acutely (pre-, during and post-procedure) and during the 90-day follow-up. Daily craving ratings (without cues) were also obtained for one-week prior to and one-week following LIFU. Results Both LIFU doses were safe and well-tolerated based on reported adverse events and MRI scans revealed no structural changes (0 min, 24 h, and 1-week post-procedure). For the two participants receiving "enhanced" (90 W) LIFU, VAS craving ratings revealed active LIFU attenuated craving for participants' primary substances of choice relative to sham sonication. For these participants, reductions were also noted in daily VAS craving ratings (0 = no craving; 10 = most craving ever) across the week following LIFU relative to pre-LIFU; Participant #3 pre- vs. post-LIFU: opioids (3.6 ± 0.6 vs. 1.9 ± 0.4), heroin (4.2 ± 0.8 vs. 1.9 ± 0.4), methamphetamine (3.2 ± 0.4 vs. 0.0 ± 0.0), cocaine (2.4 ± 0.6 vs. 0.0 ± 0.0), benzodiazepines (2.8 ± 0.5 vs. 0.0 ± 0.0), alcohol (6.0 ± 0.7 vs. 2.7 ± 0.8), and nicotine (5.6 ± 1.5 vs. 3.1 ± 0.7); Participant #4: alcohol (3.5 ± 1.3 vs. 0.0 ± 0.0) and nicotine (5.0 ± 1.8 vs. 1.2 ± 0.8) (all p's < 0.05). Furthermore, relative to screening, longitudinal reductions in cue-induced craving for several substances persisted during the 90-day post-LIFU follow-up evaluation for all participants. Discussion In conclusion, LIFU targeting the NAc was safe and acutely reduced substance craving during the LIFU procedure, and potentially had longer-term impact on craving reductions. While early observations are promising, NAc LIFU requires further investigation in a controlled trial to assess the impact on substance craving and ultimately substance use and relapse.
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Affiliation(s)
- James J. Mahoney
- Department of Behavioral Medicine and Psychiatry, West Virginia University School of Medicine, Rockefeller Neuroscience Institute, Morgantown, WV, United States
- Department of Neuroscience, West Virginia University School of Medicine, Rockefeller Neuroscience Institute, Morgantown, WV, United States
| | - Marc W. Haut
- Department of Behavioral Medicine and Psychiatry, West Virginia University School of Medicine, Rockefeller Neuroscience Institute, Morgantown, WV, United States
- Department of Neuroscience, West Virginia University School of Medicine, Rockefeller Neuroscience Institute, Morgantown, WV, United States
- Department of Neurology, West Virginia University School of Medicine, Rockefeller Neuroscience Institute, Morgantown, WV, United States
| | - Jeffrey Carpenter
- Department of Neuroscience, West Virginia University School of Medicine, Rockefeller Neuroscience Institute, Morgantown, WV, United States
- Department of Neuroradiology, West Virginia University School of Medicine, Rockefeller Neuroscience Institute, Morgantown, WV, United States
| | - Manish Ranjan
- Department of Neurosurgery, West Virginia University School of Medicine, Rockefeller Neuroscience Institute, Morgantown, WV, United States
| | - Daisy G. Y. Thompson-Lake
- Department of Neuroscience, West Virginia University School of Medicine, Rockefeller Neuroscience Institute, Morgantown, WV, United States
| | - Jennifer L. Marton
- Department of Behavioral Medicine and Psychiatry, West Virginia University School of Medicine, Rockefeller Neuroscience Institute, Morgantown, WV, United States
- Department of Neuroscience, West Virginia University School of Medicine, Rockefeller Neuroscience Institute, Morgantown, WV, United States
| | - Wanhong Zheng
- Department of Behavioral Medicine and Psychiatry, West Virginia University School of Medicine, Rockefeller Neuroscience Institute, Morgantown, WV, United States
- Department of Neuroscience, West Virginia University School of Medicine, Rockefeller Neuroscience Institute, Morgantown, WV, United States
| | - James H. Berry
- Department of Behavioral Medicine and Psychiatry, West Virginia University School of Medicine, Rockefeller Neuroscience Institute, Morgantown, WV, United States
- Department of Neuroscience, West Virginia University School of Medicine, Rockefeller Neuroscience Institute, Morgantown, WV, United States
| | - Padma Tirumalai
- Department of Neuroscience, West Virginia University School of Medicine, Rockefeller Neuroscience Institute, Morgantown, WV, United States
| | - Ashley Mears
- Department of Neurosurgery, West Virginia University School of Medicine, Rockefeller Neuroscience Institute, Morgantown, WV, United States
| | - Pierre D’Haese
- Department of Neuroscience, West Virginia University School of Medicine, Rockefeller Neuroscience Institute, Morgantown, WV, United States
| | - Victor S. Finomore
- Department of Neuroscience, West Virginia University School of Medicine, Rockefeller Neuroscience Institute, Morgantown, WV, United States
| | - Sally L. Hodder
- West Virginia Clinical and Translational Science Institute, West Virginia University School of Medicine, Morgantown, WV, United States
| | - Ali R. Rezai
- Department of Neuroscience, West Virginia University School of Medicine, Rockefeller Neuroscience Institute, Morgantown, WV, United States
- Department of Neurosurgery, West Virginia University School of Medicine, Rockefeller Neuroscience Institute, Morgantown, WV, United States
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Jones M, Guirguis A, Watkins A, Bradshaw C, Mohamed L, Schifano F. Obstacles to treatment retention in opioid use disorder: An international substance use disorder treatment worker survey. Hum Psychopharmacol 2023; 38:e2882. [PMID: 37776029 DOI: 10.1002/hup.2882] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/12/2023] [Revised: 09/14/2023] [Accepted: 09/19/2023] [Indexed: 10/01/2023]
Abstract
INTRODUCTION Treatment retention is associated with better outcomes and reduced risk amongst people experiencing opioid use disorder (OUD). Despite this, treatment retention remains low amongst this population. METHODS We carried out an international cross-sectional survey of substance use disorder (SUD) treatment service workers. We aimed to understand the barriers to treatment retention in the context of OUD from the provider perspective, identify differences in response preference between professional groups, and describe regional differences in treatment provision. RESULTS We report data from 497 respondents based in the USA and the UK. Personality disorders, low motivation to change and social problems were the most often reported obstacles to retention. Comorbid SUD, hepatitis and HIV were not reported as often as expected. We identified associations between professional groups and response preferences related to comorbid SUD, low motivation, living arrangements and communication difficulties. UK respondents used behavioural treatments more than their US counterparts. US respondents more often reported using objective methods of measuring retention such as urine analysis, compared to their UK counterparts. DISCUSSION The findings from this survey suggest that regional differences exist between US and UK based SUD treatment service workers. Personality disorders represented the most often experienced obstacles to treatment retention amongst patients with OUD, with mental health and social problems more often reported than comorbid drug problems or physical health problems. Statistically significant relationships exist between professional group and obstacles reported. These data may be used to identify additional training needs amongst SUD treatment service staff.
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Affiliation(s)
| | | | | | | | - Lily Mohamed
- Cwm Taf Morgannwg University Health Board, Abercynon, UK
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Price O, Sutherland R, Man N, Bruno R, Dietze P, Salom C, Akhurst J, Peacock A. Trends and psychosocial correlates of same day polysubstance use among people who inject drugs in Australia, 2012-2022. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2023:104150. [PMID: 37541925 DOI: 10.1016/j.drugpo.2023.104150] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2023] [Revised: 07/17/2023] [Accepted: 07/25/2023] [Indexed: 08/06/2023]
Abstract
BACKGROUND Polysubstance use is associated with negative health and social outcomes among people who inject drugs. We aimed to describe trends in polysubstance use and identify psychosocial correlates and associated drug use risk behaviours. We defined polysubstance use as intentional same day use of more than one of three drug classes: opioids, other non-opioid depressants (hereafter 'depressants'), and stimulants. METHODS We used 10 years (2012-2022, excluding 2020) of data from annual surveys in Australian capital cities with people who inject drugs (N=5657) to construct five mutually exclusive polysubstance use profiles: opioid-depressant, opioid-stimulant, stimulant-depressant, opioid-stimulant-depressant, and single drug class use. We examined time trends using the Mann Kendall test and identified correlates using multinomial logistic regression. RESULTS Same day polysubstance use was relatively common among this sample (43.6%). Opioid-depressant use was the most frequent polysubstance use profile, but this decreased over the study period (32.6% to 13.3%, p<0.001). This aligned with observed decreases in use of pharmaceutical opioids (p<0.001), opioid agonist treatment (p=0.007), and benzodiazepines (p=0.001). There was no evidence for any trend in the other polysubstance use profiles, although single drug class use increased (51.9% to 64.7%, p=0.031). The different polysubstance use profiles were variously associated with psychosocial factors, including unstable housing and very high psychological distress, and other drug use risk behaviours, including non-fatal overdose, receptive and/or distributive needle sharing, and reusing one's own needles. CONCLUSION Same day polysubstance use has remained relatively common among this sample over time, although the typology has changed. Collectively, our findings point to diverse drug use patterns among people who inject drugs and reiterate the need for a range of harm reduction, treatment, and support options.
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Affiliation(s)
- Olivia Price
- National Drug and Alcohol Research Centre, UNSW Sydney, Sydney, NSW, Australia.
| | - Rachel Sutherland
- National Drug and Alcohol Research Centre, UNSW Sydney, Sydney, NSW, Australia
| | - Nicola Man
- National Drug and Alcohol Research Centre, UNSW Sydney, Sydney, NSW, Australia
| | - Raimondo Bruno
- National Drug and Alcohol Research Centre, UNSW Sydney, Sydney, NSW, Australia; School of Psychological Sciences, University of Tasmania, Hobart, Australia
| | - Paul Dietze
- Behaviours and Health Risks, Burnet Institute, Melbourne, Australia; National Drug Research Institute, Curtin University, Melbourne, Australia; School of Public Health and Preventive Medicine, Monash University, Melbourne Australia
| | - Caroline Salom
- National Drug and Alcohol Research Centre, UNSW Sydney, Sydney, NSW, Australia; Institute for Social Science Research, The University of Queensland, Brisbane, Australia
| | - Jane Akhurst
- National Drug and Alcohol Research Centre, UNSW Sydney, Sydney, NSW, Australia
| | - Amy Peacock
- National Drug and Alcohol Research Centre, UNSW Sydney, Sydney, NSW, Australia; School of Psychological Sciences, University of Tasmania, Hobart, Australia
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Cui Z, Karamouzian M, Law M, Hayashi K, Milloy MJ, Kerr T. The Impact of Longitudinal Substance Use Patterns on the Risk of Opioid Agonist Therapy Discontinuation: A Repeated Measures Latent Class Analysis. Int J Ment Health Addict 2023; 22:4004-4020. [PMID: 39722780 PMCID: PMC11666779 DOI: 10.1007/s11469-023-01098-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/07/2023] [Indexed: 12/28/2024] Open
Abstract
Polysubstance use is prevalent among individuals on opioid agonist treatment (OAT), yet past studies have focused primarily on distinct substances and their association with OAT retention. Data was collected from two prospective cohorts between 2005 and 2020 in Vancouver, Canada. Among 13,596 visits contributed by 1445 participants receiving OAT, we employed repeated measures latent class analysis using seven indicators and identified four longitudinal substance use classes. Using marginal structural Cox modeling, we found that compared to the primarily crack use class, the two opioid and stimulant use classes carried a higher risk of OAT discontinuation, while the primarily cannabis and crack use class had a lower OAT discontinuation risk. Our findings highlight the need for integrated treatment strategies to manage the co-use of opioids and stimulants during receipt of OAT and suggest future research should explore the potential of cannabis as a harm reduction strategy or adjunctive treatment to OAT. Word count: 150/150. Supplementary Information The online version contains supplementary material available at 10.1007/s11469-023-01098-8.
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Affiliation(s)
- Zishan Cui
- British Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver, BC Canada
- School of Population and Public Health, University of British Columbia, 2206 E Mall, Vancouver, BC Canada
| | - Mohammad Karamouzian
- British Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver, BC Canada
- Centre on Drug Policy Evaluation, Saint Michael’s Hospital, 36 Queen St E, Toronto, ON Canada
| | - Michael Law
- School of Population and Public Health, University of British Columbia, 2206 E Mall, Vancouver, BC Canada
- Centre for Health Services and Policy Research, University of British Columbia, 2206 E Mall, Vancouver, BC Canada
| | - Kanna Hayashi
- British Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver, BC Canada
- Faculty of Health Sciences, Simon Fraser University, 8888 University Drive, Burnaby, BC Canada
| | - M-J Milloy
- British Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver, BC Canada
- Department of Medicine, University of British Columbia, 317-2194 Health Sciences Mall, Vancouver, BC Canada
| | - Thomas Kerr
- British Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver, BC Canada
- Department of Medicine, University of British Columbia, 317-2194 Health Sciences Mall, Vancouver, BC Canada
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Frost MC, Soyer EM, Achtmeyer CE, Hawkins EJ, Glass JE, Hallgren KA, Williams EC. Treating opioid use disorder in veterans with co-occurring substance use: a qualitative study with buprenorphine providers in primary care, mental health, and pain settings. Addict Sci Clin Pract 2023; 18:26. [PMID: 37143162 PMCID: PMC10157128 DOI: 10.1186/s13722-023-00382-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2022] [Accepted: 04/10/2023] [Indexed: 05/06/2023] Open
Abstract
BACKGROUND Most people with opioid use disorder (OUD) have co-occurring substance use, which is associated with lower receipt of OUD medications (MOUD). Expanding MOUD provision and care linkage outside of substance use disorder (SUD) specialty settings is a key strategy to increase access. Therefore, it is important to understand how MOUD providers in these settings approach care for patients with co-occurring substance use. This qualitative study of Veterans Health Administration (VA) clinicians providing buprenorphine care in primary care, mental health, and pain settings aimed to understand (1) their approach to addressing OUD in patients with co-occurring substance use, (2) perspectives on barriers/facilitators to MOUD receipt for this population, and (3) support needed to increase MOUD receipt for this population. METHODS We interviewed a purposive sample of 27 clinicians (12 primary care, 7 mental health, 4 pain, 4 pharmacists) in the VA northwest network. The interview guide assessed domains of the Tailored Implementation for Chronic Diseases Checklist. Interviews were transcribed and qualitatively analyzed using inductive content analysis. RESULTS Participants reported varied approaches to identifying co-occurring substance use and addressing OUD in this patient population. Although they reported that this topic was not clearly addressed in clinical guidelines or training, participants generally felt that patients with co-occurring substance use should receive MOUD. Some viewed their primary role as providing this care, others as facilitating linkage to OUD care in SUD specialty settings. Participants reported multiple barriers and facilitators to providing buprenorphine care to patients with co-occurring substance use and linking them to SUD specialty care, including provider, patient, organizational, and external factors. CONCLUSIONS Efforts are needed to support clinicians outside of SUD specialty settings in providing buprenorphine care to patients with co-occurring substance use. These could include clearer guidelines and policies, more specific training, and increased care integration or cross-disciplinary collaboration. Simultaneously, efforts are needed to improve linkage to specialty SUD care for patients who would benefit from and are willing to receive this care, which could include increased service availability and improved referral/hand-off processes. These efforts may increase MOUD receipt and improve OUD care quality for patients with co-occurring substance use.
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Affiliation(s)
- Madeline C Frost
- Department of Health Systems and Population Health, University of Washington School of Public Health, 1959 NE Pacific St, Seattle, WA, 98195, USA.
- Health Services Research & Development (HSR&D) Center of Innovation for Veteran-Centered and Value-Driven Care, Veterans Affairs (VA) Puget Sound Health Care System, 1660 South Columbian Way, S-152, Seattle, WA, 98108, USA.
| | - Elena M Soyer
- Department of Health Systems and Population Health, University of Washington School of Public Health, 1959 NE Pacific St, Seattle, WA, 98195, USA
- Health Services Research & Development (HSR&D) Center of Innovation for Veteran-Centered and Value-Driven Care, Veterans Affairs (VA) Puget Sound Health Care System, 1660 South Columbian Way, S-152, Seattle, WA, 98108, USA
| | - Carol E Achtmeyer
- Health Services Research & Development (HSR&D) Center of Innovation for Veteran-Centered and Value-Driven Care, Veterans Affairs (VA) Puget Sound Health Care System, 1660 South Columbian Way, S-152, Seattle, WA, 98108, USA
| | - Eric J Hawkins
- Health Services Research & Development (HSR&D) Center of Innovation for Veteran-Centered and Value-Driven Care, Veterans Affairs (VA) Puget Sound Health Care System, 1660 South Columbian Way, S-152, Seattle, WA, 98108, USA
- Center of Excellence in Substance Addiction Treatment and Education, Veterans Affairs (VA) Puget Sound Health Care System, 1660 South Columbian Way, Seattle, WA, 98108, USA
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, 1959 NE Pacific St, Seattle, WA, 98195, USA
| | - Joseph E Glass
- Department of Health Systems and Population Health, University of Washington School of Public Health, 1959 NE Pacific St, Seattle, WA, 98195, USA
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, 1959 NE Pacific St, Seattle, WA, 98195, USA
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Ave, Seattle, WA, 98101, USA
| | - Kevin A Hallgren
- Department of Health Systems and Population Health, University of Washington School of Public Health, 1959 NE Pacific St, Seattle, WA, 98195, USA
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, 1959 NE Pacific St, Seattle, WA, 98195, USA
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Ave, Seattle, WA, 98101, USA
| | - Emily C Williams
- Department of Health Systems and Population Health, University of Washington School of Public Health, 1959 NE Pacific St, Seattle, WA, 98195, USA
- Health Services Research & Development (HSR&D) Center of Innovation for Veteran-Centered and Value-Driven Care, Veterans Affairs (VA) Puget Sound Health Care System, 1660 South Columbian Way, S-152, Seattle, WA, 98108, USA
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Frost MC, Hawkins EJ, Glass JE, Hallgren KA, Williams EC. Associations Between Distinct Co-occurring Substance Use Disorders and Receipt of Medications for Opioid Use Disorder in the Veterans Health Administration. J Addict Med 2023; 17:278-285. [PMID: 37267168 PMCID: PMC10110763 DOI: 10.1097/adm.0000000000001095] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVES Among people with opioid use disorder (OUD), having a co-occurring substance use disorder (SUD) is associated with lower likelihood of receiving OUD treatment medications (MOUD). However, it is unclear how distinct co-occurring SUDs are associated with MOUD receipt. This study examined associations of distinct co-occurring SUDs with initiation and continuation of MOUD among patients with OUD in the national Veterans Health Administration (VA). METHODS Electronic health record data were extracted for outpatients with OUD who received care August 1, 2016, to July 31, 2017. Analyses were conducted separately among patients without and with prior-year MOUD receipt to examine initiation and continuation, respectively. SUDs were measured using diagnostic codes; MOUD receipt was measured using prescription fills/clinic visits. Adjusted regression models estimated likelihood of following-year MOUD receipt for patients with each co-occurring SUD relative to those without. RESULTS Among 23,990 patients without prior-year MOUD receipt, 12% initiated in the following year. Alcohol use disorder (adjusted incidence rate ratio [aIRR], 0.80; 95% confidence interval [CI], 0.72-0.90) and cannabis use disorder (aIRR, 0.78; 95% CI, 0.70-0.87) were negatively associated with initiation. Among 11,854 patients with prior-year MOUD receipt, 83% continued in the following year. Alcohol use disorder (aIRR, 0.94; 95% CI, 0.91-0.97), amphetamine/other stimulant use disorder (aIRR, 0.94; 95% CI, 0.90-0.99), and cannabis use disorder (aIRR, 0.95; 95% CI, 0.93-0.98) were negatively associated with continuation. CONCLUSIONS In this study of national VA outpatients with OUD, those with certain co-occurring SUDs were less likely to initiate or continue MOUD. Further research is needed to identify barriers related to specific co-occurring SUDs.
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Affiliation(s)
- Madeline C. Frost
- Department of Health Systems and Population Health, University of Washington School of Public Health, 1959 NE Pacific St, Seattle, WA 98195
- Health Services Research & Development (HSR&D) Center of Innovation for Veteran-Centered and Value-Driven Care, Veterans Affairs (VA) Puget Sound Health Care System, 1660 South Columbian Way, Seattle, WA 98108
| | - Eric J. Hawkins
- Health Services Research & Development (HSR&D) Center of Innovation for Veteran-Centered and Value-Driven Care, Veterans Affairs (VA) Puget Sound Health Care System, 1660 South Columbian Way, Seattle, WA 98108
- Center of Excellence in Substance Addiction Treatment and Education, Veterans Affairs (VA) Puget Sound Health Care System, 1660 South Columbian Way, Seattle, WA 98108
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, 1959 NE Pacific St, Seattle, WA 98195
| | - Joseph E. Glass
- Department of Health Systems and Population Health, University of Washington School of Public Health, 1959 NE Pacific St, Seattle, WA 98195
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, 1959 NE Pacific St, Seattle, WA 98195
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Ave, Seattle, WA 98101
| | - Kevin A. Hallgren
- Department of Health Systems and Population Health, University of Washington School of Public Health, 1959 NE Pacific St, Seattle, WA 98195
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, 1959 NE Pacific St, Seattle, WA 98195
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Ave, Seattle, WA 98101
| | - Emily C. Williams
- Department of Health Systems and Population Health, University of Washington School of Public Health, 1959 NE Pacific St, Seattle, WA 98195
- Health Services Research & Development (HSR&D) Center of Innovation for Veteran-Centered and Value-Driven Care, Veterans Affairs (VA) Puget Sound Health Care System, 1660 South Columbian Way, Seattle, WA 98108
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Glidden E, Suen K, Mustaquim D, Vivolo-Kantor A, Brent J, Wax P, Aldy K. Characterization of Nonfatal Opioid, Cocaine, Methamphetamine, and Polydrug Exposure and Clinical Presentations Reported to the Toxicology Investigators Consortium Core Registry, January 2010-December 2021. J Med Toxicol 2023; 19:180-189. [PMID: 36650409 PMCID: PMC10050626 DOI: 10.1007/s13181-022-00924-0] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2022] [Revised: 11/22/2022] [Accepted: 12/08/2022] [Indexed: 01/19/2023] Open
Abstract
INTRODUCTION To characterize and compare opioid-only, cocaine-only, methamphetamine-only, opioid-and-cocaine exposure, and opioid-and-methamphetamine exposure and to examine clinical presentations, leading to a better understanding of overdose effects involving these drug exposures. METHODS We examined drug exposures in the Toxicology Investigators Consortium (ToxIC) Core Registry from January 2010 to December 2021, a case registry of patients presenting to participating healthcare sites that receive a medical toxicology consultation. Demographic and clinical presentations of opioid-only, cocaine-only, methamphetamine-only, and opioid-and-cocaine exposure, and opioid-and-methamphetamine exposure consultations were described; differences between single and polydrug exposure subgroups were calculated to determine statistical significance. Clinical presentations associated with exposures were evaluated through calculated adjusted relative risk. RESULTS A total of 3,883 consultations involved opioids, cocaine, methamphetamine, opioid-and-cocaine exposure, or opioid-and-methamphetamine exposure. Opioid-only (n = 2,268, 58.4%) and methamphetamine-only (n = 712, 18.3%) comprised most consultations. There were significant differences in clinical presentations between exposure subgroups. Opioid-and-cocaine exposure consultations were 8.15 times as likely to present with a sympathomimetic toxidrome than opioid-only. Conversely, opioid-and-cocaine exposure and opioid-and-methamphetamine exposure were 0.32 and 0.42 times as likely to present with a sympathomimetic toxidrome compared to cocaine-only and methamphetamine-only consultations, respectively. Opioid-and-cocaine exposure was 0.67 and opioid-and-methamphetamine exposure was 0.74 times as likely to present with respiratory depression compared to opioid-only consultations. Similarly, opioid-and-cocaine exposure was 0.71 and opioid-and-methamphetamine exposure was 0.78 times as likely to present with CNS depression compared to opioid-only consultations. CONCLUSIONS Used in combination, opioids and stimulants may mask typical clinical presentations of one another, misattributing incorrect drugs to overdose in both clinical treatment and public health surveillance.
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Affiliation(s)
- Emily Glidden
- National Network of Public Health Institutes, New Orleans, LA USA
- Division of Overdose Prevention, National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, Atlanta, GA USA
| | - Kyle Suen
- Division of Overdose Prevention, National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, Atlanta, GA USA
- Department of Emergency Medicine, Division of Medical Toxicology, Emory School of Medicine, Atlanta, GA USA
| | - Desiree Mustaquim
- Division of Overdose Prevention, National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, Atlanta, GA USA
| | - Alana Vivolo-Kantor
- Division of Overdose Prevention, National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, Atlanta, GA USA
| | - Jeffery Brent
- University of Colorado School of Medicine, Aurora, CO USA
| | - Paul Wax
- University of Texas Southwestern Medical Center, Dallas, TX USA
- American College of Medical Toxicology, Phoenix, AZ USA
| | - Kim Aldy
- University of Texas Southwestern Medical Center, Dallas, TX USA
- American College of Medical Toxicology, Phoenix, AZ USA
| | - On behalf of the Toxicology Investigators Consortium (ToxIC) Study Group
- National Network of Public Health Institutes, New Orleans, LA USA
- Division of Overdose Prevention, National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, Atlanta, GA USA
- Department of Emergency Medicine, Division of Medical Toxicology, Emory School of Medicine, Atlanta, GA USA
- University of Colorado School of Medicine, Aurora, CO USA
- University of Texas Southwestern Medical Center, Dallas, TX USA
- American College of Medical Toxicology, Phoenix, AZ USA
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Elkrief L, Bastien G, McAnulty C, Bakouni H, Hébert FO, Socias ME, Le Foll B, Lim R, Ledjiar O, Marsan S, Brissette S, Jutras-Aswad D. Differential effect of cannabis use on opioid agonist treatment outcomes: Exploratory analyses from the OPTIMA study. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2023; 149:209031. [PMID: 37003540 DOI: 10.1016/j.josat.2023.209031] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/24/2022] [Revised: 11/09/2022] [Accepted: 03/27/2023] [Indexed: 04/03/2023]
Abstract
INTRODUCTION Conflictual evidence exists regarding the effects of cannabis use on the outcomes of opioid agonist therapy (OAT). In this exploratory analysis, we examined the effect of recent cannabis use on opioid use, craving, and withdrawal symptoms, in individuals participating in a trial comparing flexible buprenorphine/naloxone (BUP/NX) take-home dosing model to witnessed ingestion of methadone. METHODS We analyzed data from a multi-centric, pragmatic, 24-week, open label, randomized controlled trial in individuals with prescription-type opioid use disorder (n = 272), randomly assigned to BUP/NX (n = 138) or methadone (n = 134). The study measured last week cannabis and opioid use via timeline-follow back, recorded at baseline and every two weeks during the study. Craving symptoms were measured using the Brief Substance Craving Scale at baseline, and weeks 2, 6, 10, 14, 18 and 22. The study measured opioid withdrawal symptoms via Clinical Opiate Withdrawal Scale at treatment initiation and weeks 2, 4, and 6. RESULTS The mean maximum dose taken during the study was 17.3 mg/day (range = 0.5-32 mg/day) for BUP/NX group and 67.7 mg/day (range = 10-170 mg/day) in the methadone group. Repeated measures generalized linear mixed models demonstrated that cannabis use in the last week (mean of 2.3 days) was not significantly associated with last week opioid use (aβ ± standard error (SE) = -0.06 ± 0.04; p = 0.15), craving (aβ ± SE = -0.05 ± 0.08, p = 0.49), or withdrawal symptoms (aβ ± SE = 0.09 ± 0.1, p = 0.36). Bayes factor (BF) for each of the tested models supported the null hypothesis (BF < 0.3). CONCLUSIONS The current study did not demonstrate a statistically significant effect of cannabis use on outcomes of interest in the context of a pragmatic randomized-controlled trial. These findings replicated previous results reporting no effect of cannabis use on opioid-related outcomes.
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Affiliation(s)
- Laurent Elkrief
- Department of Psychiatry and Addictology, Faculty of Medicine, Université de Montréal, 2900 boul. Edouard-Montpetit, Montréal, Québec H3T 1J4, Canada; Research Centre, Centre Hospitalier de l'Université de Montréal (CRCHUM), 900 Saint-Denis Street, Montréal, Québec H2X 0A9, Canada
| | - Gabriel Bastien
- Department of Psychiatry and Addictology, Faculty of Medicine, Université de Montréal, 2900 boul. Edouard-Montpetit, Montréal, Québec H3T 1J4, Canada; Research Centre, Centre Hospitalier de l'Université de Montréal (CRCHUM), 900 Saint-Denis Street, Montréal, Québec H2X 0A9, Canada
| | - Christina McAnulty
- Department of Psychiatry and Addictology, Faculty of Medicine, Université de Montréal, 2900 boul. Edouard-Montpetit, Montréal, Québec H3T 1J4, Canada; Research Centre, Centre Hospitalier de l'Université de Montréal (CRCHUM), 900 Saint-Denis Street, Montréal, Québec H2X 0A9, Canada
| | - Hamzah Bakouni
- Department of Psychiatry and Addictology, Faculty of Medicine, Université de Montréal, 2900 boul. Edouard-Montpetit, Montréal, Québec H3T 1J4, Canada; Research Centre, Centre Hospitalier de l'Université de Montréal (CRCHUM), 900 Saint-Denis Street, Montréal, Québec H2X 0A9, Canada
| | - François-Olivier Hébert
- Research Centre, Centre Hospitalier de l'Université de Montréal (CRCHUM), 900 Saint-Denis Street, Montréal, Québec H2X 0A9, Canada
| | - M Eugenia Socias
- British Columbia Centre on Substance Use, 400-1045 Howe Street, Vancouver, British Columbia V6Z 2A9, Canada; Department of Medicine, Faculty of Medicine, University of British Columbia, 2775 Laurel Street, Vancouver, British Columbia V5Z 1M9, Canada
| | - Bernard Le Foll
- Translational Addiction Research Laboratory, Campbell Family Mental Health Research Institute, Center for Addiction and Mental Health (CAMH), 33 Ursula Franklin Street, Toronto, Ontario M5S 2S1, Canada; Department of Pharmacology and Toxicology, Faculty of Medicine, Medical Sciences Building, University of Toronto, 1 King's College Circle, Toronto, Ontario M5S 1A8, Canada; Department of Family and Community Medicine, Faculty of Medicine, University of Toronto, 500 University Avenue, 5th floor, Toronto, Ontario M5G 1V7, Canada; Department of Psychiatry, University of Toronto, 250 College Street, 8th floor, Toronto, Ontario M5T 1R8, Canada; Dalla Lana School of Public Health, University of Toronto, 155 College Street, Toronto, Ontario M5T 3M7, Canada; Waypoint Research Institute, Waypoint Centre for Mental Health Care, 500 Church Street, Penetanguishene, Ontario L9M 1G3, Canada
| | - Ron Lim
- Department of Medicine and Psychiatry, Cumming School of Medicine, University of Calgary, 2500 University Drive NW, Calgary, Alberta T2N 1N4, Canada
| | - Omar Ledjiar
- Unité de recherche clinique appliquée, Centre hospitalier universitaire Ste-Justine, 3175 chemin de la Côte Ste-Catherine, Montréal, Québec H3T 1C5, Canada
| | - Stéphanie Marsan
- Research Centre, Centre Hospitalier de l'Université de Montréal (CRCHUM), 900 Saint-Denis Street, Montréal, Québec H2X 0A9, Canada; Department of Family and Emergency Medicine, Faculty of Medicine, Université de Montréal, 2900 boul. Edouard-Montpetit, Montréal, Québec H3T 1J4, Canada
| | - Suzanne Brissette
- Research Centre, Centre Hospitalier de l'Université de Montréal (CRCHUM), 900 Saint-Denis Street, Montréal, Québec H2X 0A9, Canada; Department of Family and Emergency Medicine, Faculty of Medicine, Université de Montréal, 2900 boul. Edouard-Montpetit, Montréal, Québec H3T 1J4, Canada
| | - Didier Jutras-Aswad
- Department of Psychiatry and Addictology, Faculty of Medicine, Université de Montréal, 2900 boul. Edouard-Montpetit, Montréal, Québec H3T 1J4, Canada; Research Centre, Centre Hospitalier de l'Université de Montréal (CRCHUM), 900 Saint-Denis Street, Montréal, Québec H2X 0A9, Canada.
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Ku YC, Chung HP, Hsu CY, Cheng YH, Hsu FIC, Tsai YC, Chao E, Lee TSH. Recidivism of Individuals Who Completed Schedule I Drugs Deferred Prosecution Treatment: A Population-Based Follow-Up Study from 2008 to 2020 in Taiwan. Int J Ment Health Addict 2023. [DOI: 10.1007/s11469-023-01034-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/17/2023] Open
Abstract
AbstractDeferred Prosecution with Condition to Complete the Addiction Treatment (DPCCAT) is a judicial diversion program in Taiwan that shifts people who use drugs away from the label drug offender and toward the label patient. However, little is known about the effectiveness of completing a DPCCAT program on people who use drugs. Using a nationwide population-based retrospective panel data from 2008 to 2020, recidivism is defined as a person was caught urine positive and charged by a prosecutor after their completion of DPCCAT. After controlled gender, age, and region, comparisons of recidivism rates and time to relapse between Schedule I drug use only, Schedule I & II drug use, and heterogeneous group were examined. Of 24,248 participants with DPCCAT, 11,141 (46%) completed the one-year treatment program. Of completers, the five-year recidivism rates are significantly lower for the Schedule I drug use only (26%) than Schedule I & II drugs use (52%) and heterogeneous group (47%). Results from Cox regression indicated that the duration of recidivate to drug use is significantly longer for the Schedule I drug only than the other two groups after controlling for demographics. The main findings support that completion of a DPCCAT program only reduces the risk of recidivism for people who use Schedule I drug only and is less effective for polydrug users and heterogeneous group. We suggest that characteristics of people who use drugs and other criminal offenses should be taken into consideration for triage when DPCCAT is offered.
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Greenwald MK, Moses TEH, Lundahl LH, Roehrs TA. Anhedonia modulates benzodiazepine and opioid demand among persons in treatment for opioid use disorder. Front Psychiatry 2023; 14:1103739. [PMID: 36741122 PMCID: PMC9892948 DOI: 10.3389/fpsyt.2023.1103739] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/20/2022] [Accepted: 01/02/2023] [Indexed: 01/20/2023] Open
Abstract
Background Benzodiazepine (BZD) misuse is a significant public health problem, particularly in conjunction with opioid use, due to increased risks of overdose and death. One putative mechanism underlying BZD misuse is affective dysregulation, via exaggerated negative affect (e.g., anxiety, depression, stress-reactivity) and/or impaired positive affect (anhedonia). Similar to other misused substances, BZD consumption is sensitive to price and individual differences. Although purchase tasks and demand curve analysis can shed light on determinants of substance use, few studies have examined BZD demand, nor factors related to demand. Methods This ongoing study is examining simulated economic demand for alprazolam (among BZD lifetime misusers based on self-report and DSM-5 diagnosis; n = 23 total; 14 male, 9 female) and each participant's preferred-opioid/route using hypothetical purchase tasks among patients with opioid use disorder (n = 59 total; 38 male, 21 female) who are not clinically stable, i.e., defined as being early in treatment or in treatment longer but with recent substance use. Aims are to determine whether: (1) BZD misusers differ from never-misusers on preferred-opioid economic demand, affective dysregulation (using questionnaire and performance measures), insomnia/behavioral alertness, psychiatric diagnoses or medications, or urinalysis results; and (2) alprazolam demand among BZD misusers is related to affective dysregulation or other measures. Results Lifetime BZD misuse is significantly (p < 0.05) related to current major depressive disorder diagnosis, opioid-negative and methadone-negative urinalysis, higher trait anxiety, greater self-reported affective dysregulation, and younger age, but not preferred-opioid demand or insomnia/behavioral alertness. Alprazolam and opioid demand are each significantly positively related to higher anhedonia and, to a lesser extent, depression symptoms but no other measures of negative-affective dysregulation, psychiatric conditions or medications (including opioid agonist therapy or inpatient/outpatient treatment modality), or sleep-related problems. Conclusion Anhedonia (positive-affective deficit) robustly predicted increased BZD and opioid demand; these factors could modulate treatment response. Routine assessment and effective treatment of anhedonia in populations with concurrent opioid and sedative use disorder may improve treatment outcomes. Clinical trial registration https://clinicaltrials.gov/ct2/show/NCT03696017, identifier NCT03696017.
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Affiliation(s)
- Mark K. Greenwald
- Substance Abuse Research Division, Department of Psychiatry and Behavioral Neurosciences, School of Medicine, Wayne State University, Detroit, MI, United States
| | - Tabitha E. H. Moses
- Substance Abuse Research Division, Department of Psychiatry and Behavioral Neurosciences, School of Medicine, Wayne State University, Detroit, MI, United States
| | - Leslie H. Lundahl
- Substance Abuse Research Division, Department of Psychiatry and Behavioral Neurosciences, School of Medicine, Wayne State University, Detroit, MI, United States
| | - Timothy A. Roehrs
- Substance Abuse Research Division, Department of Psychiatry and Behavioral Neurosciences, School of Medicine, Wayne State University, Detroit, MI, United States
- Sleep Disorders Center, Henry Ford Health System, Detroit, MI, United States
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Mijatović Jovin V, Dickov I, Ratković D, Dickov A, Tomas A. Synthetic cannabinoids awareness among patients with opioid use disorder in Serbia - A survey based cross-sectional pilot study. Front Psychiatry 2023; 14:987726. [PMID: 36960457 PMCID: PMC10028092 DOI: 10.3389/fpsyt.2023.987726] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/06/2022] [Accepted: 01/18/2023] [Indexed: 03/09/2023] Open
Abstract
Introduction There is limited data on the awareness and use of synthetic cannabinoids (SCs) in high-risk population in Serbia, despite SCs becoming more and more common at illicit drug market. Aim This pilot study aimed to examine the awareness and prevalence of use of SCs in patients with an opioid-use disorder and to identify patient characteristics and other factors associated with SCs use. Patients and methods This cross-sectional study was conducted at the Clinic for Psychiatry, Clinical Center Vojvodina, Serbia, the largest tertiary health care institution in this region of the country. All patients hospitalized due to the treatment of opioid dependence during November and December 2017 were included (response rate 100%), and filled-out an anonymous questionnaire specifically developed for the purpose of this study. Differences between patients reporting SCs use and those who did not were compared using chi-square test with values of p < 0.05 were considered significant. Results Out of 64 patients (median age 36.37 years), one third (32.81%) reported using SCs. Socio-demographic characteristics of the subjects were not associated with SCs use. There were differences in the most common sources of information reported between the SCs users and non-users. Majority of SCs users (76.0%) were informed about SCs through friends, compared with just 26.0% of non-users (<0.001). Nearly all study participants (93.8%) were daily tobacco users. The share of respondents reporting alcohol and marihuana use was significantly higher among the SCs users (52.0% vs. 20.9%, p = 0.011 and 15.6% vs. 12.5%, p = 0.015), respectively. Higher share of SCs users used multiple psychoactive substances (38.1% vs. 16.3%), and this difference was statistically significant (p = 0.047). The most commonly reported adverse effect of SCs among users included dry mouth (81.0%), trouble thinking clearly (52.4%) and panic attacks (52.4%). Conclusion Understanding the awareness and use of SCs among high-risk drug users, as well as associated factors can help improve substance-use disorder treatment in our setting. Educational activities targeting public are urgently needed to raise awareness on SCs, considering that social contacts are the main sources of information on SC for this vulnerable population. Users of SCs have also reported using other psychoactive substances more often, and this calls for a holistic approach addressing multiple factors to improve substance-use treatment in our setting.
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Affiliation(s)
- Vesna Mijatović Jovin
- Department of Pharmacology, Toxicology and Clinical Pharmacology, Faculty of Medicine, University of Novi Sad, Novi Sad, Serbia
- *Correspondence: Vesna Mijatović Jovin,
| | - Isidora Dickov
- Department of Gynecology and Obstetrics, Faculty of Medicine, University of Novi Sad, Novi Sad, Serbia
- Clinic for Gynecology and Obstetrics, Clinical Center of Vojvodina, Novi Sad, Serbia
| | - Dragana Ratković
- Department of Psychiatry and Psychological Medicine, Faculty of Medicine, University of Novi Sad, Novi Sad, Serbia
- Clinic for Psychiatry, Clinical Center of Vojvodina, Novi Sad, Serbia
| | - Aleksandra Dickov
- Department of Psychiatry and Psychological Medicine, Faculty of Medicine, University of Novi Sad, Novi Sad, Serbia
- Clinic for Psychiatry, Clinical Center of Vojvodina, Novi Sad, Serbia
| | - Ana Tomas
- Department of Pharmacology, Toxicology and Clinical Pharmacology, Faculty of Medicine, University of Novi Sad, Novi Sad, Serbia
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Smart R, Kim JY, Kennedy S, Tang L, Allen L, Crane D, Mack A, Mohamoud S, Pauly N, Perez R, Donohue J. Association of polysubstance use disorder with treatment quality among Medicaid beneficiaries with opioid use disorder. J Subst Abuse Treat 2023; 144:108921. [PMID: 36327615 PMCID: PMC10664516 DOI: 10.1016/j.jsat.2022.108921] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2022] [Revised: 08/22/2022] [Accepted: 10/23/2022] [Indexed: 11/06/2022]
Abstract
INTRODUCTION The opioid crisis is transitioning to a polydrug crisis, and individuals with co-occurring substance use disorder (SUDs) often have unique clinical characteristics and contextual barriers that influence treatment needs, engagement in treatment, complexity of treatment planning, and treatment retention. METHODS Using Medicaid data for 2017-2018 from four states participating in a distributed research network, this retrospective cohort study documents the prevalence of specific types of co-occurring SUD among Medicaid enrollees with an opioid use disorder (OUD) diagnosis, and assesses the extent to which different SUD presentations are associated with differential patterns of MOUD and psychosocial treatments. RESULTS We find that more than half of enrollees with OUD had a co-occurring SUD, and the most prevalent co-occurring SUD was for "other psychoactive substances", indicated among about one-quarter of enrollees with OUD in each state. We also find some substantial gaps in MOUD treatment receipt and engagement for individuals with OUD and a co-occurring SUD, a group representing more than half of individuals with OUD. In most states, enrollees with OUD and alcohol, cannabis, or amphetamine use disorder are significantly less likely to receive MOUD compared to enrollees with OUD only. In contrast, enrollees with OUD and other psychoactive SUD were significantly more likely to receive MOUD treatment. Conditional on MOUD receipt, enrollees with co-occurring SUDs had 10 % to 50 % lower odds of having a 180-day period of continuous MOUD treatment, an important predictor of better patient outcomes. Associations with concurrent receipt of MOUD and behavioral counseling were mixed across states and varied depending on co-occurring SUD type. CONCLUSIONS Overall, ongoing progress toward increasing access to and quality of evidence-based treatment for OUD requires further efforts to ensure that individuals with co-occurring SUDs are engaged and retained in effective treatment. As the opioid crisis evolves, continued changes in drug use patterns and populations experiencing harms may necessitate new policy approaches that more fully address the complex needs of a growing population of individuals with OUD and other types of SUD.
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Affiliation(s)
- Rosanna Smart
- Drug Policy Research Center, RAND Corporation, 1776 Main Street, PO Box 2138, Santa Monica, CA 90407-2138, United States of America.
| | - Joo Yeon Kim
- Department of Health Policy and Management, University of Pittsburgh, 130 DeSoto Street, Crabtree Hall A635, Pittsburgh, PA 15261, United States of America.
| | - Susan Kennedy
- AcademyHealth, 1666 K Street NW, Suite 1100, Washington, DC 20006, United States of America.
| | - Lu Tang
- Department of Biostatistics, University of Pittsburgh, 130 DeSoto Street, Pittsburgh, PA 15261, United States of America.
| | - Lindsay Allen
- Department of Emergency Medicine, Buehler Center for Health Policy & Economics, Northwestern University, 750 N. Lake Shore Drive, Evanston, IL 60611, United States of America.
| | - Dushka Crane
- Government Resource Center, The Ohio State University, 150 Pressey Hall, 1070 Carmack Road, Columbus, OH 43210, United States of America.
| | - Aimee Mack
- Government Resource Center, The Ohio State University, 150 Pressey Hall, 1070 Carmack Road, Columbus, OH 43210, United States of America.
| | - Shamis Mohamoud
- The Hilltop Institute, University of Maryland Baltimore County, Sondheim Hall, Third Floor, 1000 Hilltop Circle, Baltimore, MD 21250, United States of America.
| | - Nathan Pauly
- Manatt Health Strategies, 151 N Franklin Street, Suite 2600, Chicago, IL 60606, United States of America.
| | - Rosa Perez
- The Hilltop Institute, University of Maryland Baltimore County, Sondheim Hall, Third Floor, 1000 Hilltop Circle, Baltimore, MD 21250, United States of America.
| | - Julie Donohue
- Department of Health Policy and Management, University of Pittsburgh, 130 DeSoto Street, Crabtree Hall A635, Pittsburgh, PA 15261, United States of America.
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Bonfiglio NS, Portoghese I, Renati R, Mascia ML, Penna MP. Polysubstance Use Patterns among Outpatients Undergoing Substance Use Disorder Treatment: A Latent Class Analysis. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:16759. [PMID: 36554643 PMCID: PMC9779802 DOI: 10.3390/ijerph192416759] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/05/2022] [Revised: 12/05/2022] [Accepted: 12/12/2022] [Indexed: 06/17/2023]
Abstract
Substance Use Disorders (SUDs) pose significant challenges to both individuals and society at large. The primary focus of existing research with clinical SUD populations has been on individual substances, but research is required to better understand the profiles of individuals who use different substances simultaneously. The purpose of the current study was, therefore, to identify patterns of use among subjects (n = 1025) who reported using multiple substances by adopting a Latent Class Analysis (LCA) methodology. The Addiction Severity Index (ASI-lite) was included as a measure of substance misuse, we performed LCA to identify patterns of substance use through the administration of the ASI-Lite. Responses were collected from the following substances: alcohol, cannabis/cannabinoids, opioids and heroin, and cocaine. Results identified two latent classes: (1) alcohol use dominant, and (2) poly-abuser use dominants. Class 1 represented 60.0% of the sample and refers to individuals with the dominant use of alcohol, of those a higher proportion (47%) reported low-frequency use (1 to 7 days per month) and 26% reported a frequency of use of 24 to 30 days per month. Furthermore, 18% used alcohol in combination with cocaine. Class 2 represents 40.0% of the sample. This class is characterized by low-frequency and high-frequency users of several substances. The results obtained highlight the importance of deepening the study of the concomitant use of substances in individuals with SUDs to better understand the health risk of the combined use of two or more substances.
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Affiliation(s)
- Natale Salvatore Bonfiglio
- Department of Pedagogy, Psychology, Philosophy, University of Cagliari, 09126 Cagliari, Italy
- Noah SRL, 27100 Pavia, Italy
| | - Igor Portoghese
- Department of Medical Sciences and Public Health, University of Cagliari, 09124 Cagliari, Italy
| | - Roberta Renati
- Department of Pedagogy, Psychology, Philosophy, University of Cagliari, 09126 Cagliari, Italy
- Noah SRL, 27100 Pavia, Italy
| | - Maria Lidia Mascia
- Department of Pedagogy, Psychology, Philosophy, University of Cagliari, 09126 Cagliari, Italy
| | - Maria Pietronilla Penna
- Department of Pedagogy, Psychology, Philosophy, University of Cagliari, 09126 Cagliari, Italy
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Pan Y, Feaster DJ, Odom G, Brandt L, Hu MC, Weiss RD, Rotrosen J, Saxon AJ, Luo SX, Balise RR. Specific polysubstance use patterns predict relapse among patients entering opioid use disorder treatment. DRUG AND ALCOHOL DEPENDENCE REPORTS 2022; 5:100128. [PMID: 36644227 PMCID: PMC9838120 DOI: 10.1016/j.dadr.2022.100128] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Introduction While polysubstance use has consistently been associated with higher rates of relapse, few studies have examined subgroups with specific combinations and time course of polysubstance use (i.e., polysubstance use patterns). This study aimed to classify and compare polysubstance use patterns, and their associations with relapse to regular opioid use in 2637 participants in three large opioid use disorder (OUD) treatment trials. Methods We explored the daily patterns of self-reported substance use in the 28 days prior to treatment entry. Market basket analysis (MBA) and repeated measure latent class analysis (RMLCA) were used to examine the subgroups of polysubstance use patterns, and multiple logistic regression was used to examine associations between identified classes and relapse. Results MBA and RMLCA identified 34 "associations rules " and 6 classes, respectively. Specific combinations of polysubstance use and time course (high baseline use and rapid decrease of use prior to initiation) predicts a worse relapse outcome. MBA showed individuals who co-used cocaine, heroin, prescription opioids, and cannabis had a higher risk for relapse (OR = 2.82, 95%CI = 1.13, 7.03). In RMLCA, higher risk of relapse was observed in individuals who presented with high baseline prescription opioid (OR = 1.9, 95% CI = 1.3, 2.76) or heroin use (OR = 3.54, 95%CI = 1.86, 6.72), although use decreased in both cases prior to treatment initiation. Conclusions Our analyses identified subgroups with distinct patterns of polysubstance use. Different patterns of polysubstance use differentially predict relapse outcomes. Interventions tailored to these individuals with specific polysubstance use patterns prior to treatment initiation may increase the effectiveness of relapse prevention.
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Affiliation(s)
- Yue Pan
- Department of Public Health Sciences, Division of Biostatistics, University of Miami, Office 1023, 1120 NW 14th St, Miami, FL 33136, USA,Corresponding author. (Y. Pan)
| | - Daniel J. Feaster
- Department of Public Health Sciences, Division of Biostatistics, University of Miami, Office 1023, 1120 NW 14th St, Miami, FL 33136, USA
| | - Gabriel Odom
- Department of Biostatistics, Florida International University, USA
| | - Laura Brandt
- Department of Psychology, The City College of New York, USA
| | - Mei-Chen Hu
- Department of Psychiatry, Columbia University, USA
| | - Roger D. Weiss
- Department of Psychiatry, Harvard Medical School, Boston, and McLean Hospital, USA
| | - John Rotrosen
- Department of Psychiatry, NYU Grossman School of Medicine, USA
| | - Andrew J. Saxon
- Department of Psychiatry and Behavioral Sciences, University of Washington, USA
| | - Sean X. Luo
- Department of Psychiatry, Columbia University, USA
| | - Raymond R. Balise
- Department of Public Health Sciences, Division of Biostatistics, University of Miami, Office 1023, 1120 NW 14th St, Miami, FL 33136, USA
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Morgan JR, Murphy SM, Assoumou SA, Linas BP. Estimating Absenteeism Related to Nonalcohol Substance Use in a US National Cohort of Full-Time Employees. J Occup Environ Med 2022; 64:899-904. [PMID: 35901222 PMCID: PMC9637773 DOI: 10.1097/jom.0000000000002612] [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] [Indexed: 12/31/2022]
Abstract
OBJECTIVE We aimed to estimate absenteeism due to substance use disorder among full-time employees. METHODS We used the 2018 National Survey on Drug Use and Health to identify a sample of individuals employed full time. We used a survey-weighted multivariable negative binomial model to evaluate the association between absenteeism and type of substance use disorder controlling for available demographic information. RESULTS In the adjusted model, we estimated that opioid use without a disorder had the highest absenteeism for use, and polysubstance use disorder had the highest absenteeism among use disorders. In a hypothetical firm of 10,000 employees, we estimate $232,000 of lost wage value annually. CONCLUSIONS Substance use is associated with absenteeism and presents a compelling argument for employers to promote programs that support treatment for employees and reduce downstream costs associated with absenteeism and turnover.
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Affiliation(s)
- Jake R Morgan
- Department of Health Law, Policy, and Management, Boston University School of Public Health, Boston, Massachusetts (Dr Morgan); Department of Population Health Sciences, Weill Cornell Medical College, New York, New York (Dr Murphy); Department of Medicine, Section of Infectious Diseases, Boston Medical Center, Boston, Massachusetts (Dr Assoumou, Dr Linas); Department of Medicine, Section of Infectious Diseases, Boston University School of Medicine, Boston, Massachusetts (Dr Assoumou, Dr Linas); and Department of Epidemiology, Boston University School of Public Health, Boston, Massachusetts (Dr Linas)
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Amico KN, Arnold ME, Dourron MS, Solomon MG, Schank JR. The effect of concurrent access to alcohol and oxycodone on self-administration and reinstatement in rats. Psychopharmacology (Berl) 2022; 239:3277-3286. [PMID: 35972517 DOI: 10.1007/s00213-022-06210-9] [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: 04/21/2022] [Accepted: 08/01/2022] [Indexed: 11/26/2022]
Abstract
RATIONALE Although polysubstance use is highly prevalent, preclinical studies that assess voluntary consumption of multiple substances at the same time are rather uncommon. Overlooking drug taking patterns commonly observed in humans may limit the translational value of preclinical models. OBJECTIVES Here, we aimed to develop a model of polysubstance use that could be used to assess oral operant self-administration patterns under concurrent access to alcohol and the prescription opioid oxycodone. METHODS After a training period where animals associated specific cues and levers with each drug, rats self-administered alcohol and oxycodone solutions concurrently in daily sessions. Oxycodone was then removed to assess potential changes in alcohol consumption. The role of cues and stress on alcohol consumption and oxycodone seeking was also examined under reinstatement conditions. RESULTS We found that females consumed more alcohol and oxycodone than males when given access to both drugs, and this effect on alcohol intake persisted when oxycodone was removed. Additionally, re-exposure to oxycodone cues in combination with the administration of the pharmacological stressor yohimbine drove reinstatement of oxycodone seeking in females but did not have a strong effect in males, possibly due to low levels of oxycodone intake during active self-administration in male rats. Additionally, yohimbine drove increased alcohol consumption, in line with prior findings from our group and others. CONCLUSIONS Taken together, this study demonstrates that rats will concurrently self-administer both oxycodone and alcohol in operant chambers, and this procedure can serve as a platform for future investigations in polysubstance use and relapse-like behavior.
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Affiliation(s)
- Kristen N Amico
- Department of Physiology and Pharmacology, College of Veterinary Medicine, University of Georgia, 501 DW Brooks Drive, Athens, GA, 30602, USA
| | - Miranda E Arnold
- Department of Physiology and Pharmacology, College of Veterinary Medicine, University of Georgia, 501 DW Brooks Drive, Athens, GA, 30602, USA
| | - Morgan S Dourron
- Department of Physiology and Pharmacology, College of Veterinary Medicine, University of Georgia, 501 DW Brooks Drive, Athens, GA, 30602, USA
| | - Matthew G Solomon
- Department of Physiology and Pharmacology, College of Veterinary Medicine, University of Georgia, 501 DW Brooks Drive, Athens, GA, 30602, USA
| | - Jesse R Schank
- Department of Physiology and Pharmacology, College of Veterinary Medicine, University of Georgia, 501 DW Brooks Drive, Athens, GA, 30602, USA.
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Kelly BC, Vuolo M. Correlates of heroin use, pharmaceutical fentanyl misuse, and dual heroin-fentanyl use: evidence from the USA. DRUGS, HABITS AND SOCIAL POLICY 2022; 24:14-25. [PMID: 37101522 PMCID: PMC10128616 DOI: 10.1108/dhs-04-2022-0019] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Purpose
The emergence of fentanyl has deepened concerns about the opioid crisis. The shift has created new distinctions in patterns of opioid use, which may be important for prevention and intervention. This paper aims to examine sociodemographic correlates as well as health and substance use characteristics of different groups of opioid users.
Design/methodology/approach
This paper used the 2015–2019 National Survey on Drug Use and Health to examine distinctions between groups (n = 11,142) of individuals who misuse prescription opioids, use heroin but not fentanyl, misuse pharmaceutical fentanyl but not heroin and use both heroin and fentanyl. Multinomial and logistic regression models were used to identify these distinctions.
Findings
Few sociodemographic differences emerged between the prescription opioid group and pharmaceutical fentanyl misuse group. While those who misuse fentanyl have higher odds of using other drugs and experiencing certain mental health problems than those misusing prescription pills, both the heroin and fentanyl–heroin use groups reported considerably poorer health and substance use indicators relative to those who solely misuse fentanyl. It is also notable that both heroin use groups are more highly associated with cocaine and methamphetamine use than those misusing fentanyl alone.
Research limitations/implications
While this study identifies important distinctions between the opioid use groups studied, individuals using both heroin and pharmaceutical fentanyl report the poorest health and substance use characteristics. Important differences between the fentanyl-only group and the group who consume both drugs may have implications for prevention, intervention and clinical work amid shifting patterns of opioid use.
Practical implications
Important differences between the fentanyl-only group and the group who consume both drugs may have implications for prevention, intervention and clinical work amid shifting patterns of opioid use.
Originality/value
This study highlights distinctions between pharmaceutical fentanyl users, heroin users and users of both substances.
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Affiliation(s)
- Brian C. Kelly
- Purdue University, Dept. of Sociology, 700 W State Street, West Lafayette, IN 47907
| | - Mike Vuolo
- The Ohio State University, Dept of Sociology, 238 Townshend Hall, 1885 Neil Avenue Mall, Columbus, OH, USA 43210
- Address correspondence to: Prof. Mike Vuolo, The Ohio State University Department of Sociology, 236 Townshend Hall, 1885 Neil Avenue Mall, Columbus, OH 43201;
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Miglin R, Church L, Bounoua N, Sadeh N. Validation of the Motivational Inventory Underlying Substance Use Engagement (MI-USE). Subst Use Misuse 2022; 57:1961-1972. [PMID: 36129001 PMCID: PMC9733715 DOI: 10.1080/10826084.2022.2125269] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Given the growing number of fatalities associated with the use of multiple types of drugs, there is an urgent need for a tool that allows clinicians and researchers to quickly assess diverse reasons for substance use. Here, we sought to validate the Motivational Inventory Underlying Substance Engagement (MI-USE), a new measure that assesses motivations for use across different types of substances. Participants were 538 adults ages 18-60 (48% women) who reported substance use problems and past-year drug or alcohol use. Analyses were conducted to discover and validate the factor structure of the MI-USE and evaluate its construct validity. A 30-item model best fit the MI-USE, with one General Factor capturing overall motivation to engage in substance use and eight motive-specific factors that indexed unique motivations for substance use: Emotional Coping (relief from unpleasant emotions), Pleasure-Seeking (feel pleasurable or exciting emotions and sensations), Dependence Severity (avoid withdrawal and cravings), Expansion (enhance self-insight and spirituality), Social Coping (increase confidence and attractiveness), Advantage (gain a physical or mental advantage), Physical Coping (relief from unpleasant bodily sensations), and Sleep (mitigate sleep problems). Evaluation of the measure's construct validity and internal consistency support the chosen model and interpretation of the motive-specific factors. Results provide initial validation of the MI-USE as a reliable and valid tool for assessing diverse substance use motivations. It improves upon existing measures by allowing clinicians and researchers to simultaneously evaluate motivations for multiple forms of substance use, which facilitates personalized treatment planning and research on polysubstance use.
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Affiliation(s)
- Rickie Miglin
- Department of Psychological and Brain Sciences, University of Delaware, Newark, DE
| | - Leah Church
- Department of Psychological and Brain Sciences, University of Delaware, Newark, DE
| | - Nadia Bounoua
- Department of Psychological and Brain Sciences, University of Delaware, Newark, DE
| | - Naomi Sadeh
- Department of Psychological and Brain Sciences, University of Delaware, Newark, DE
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Marciuch A, Brenna IH, Weimand B, Solli KK, Tanum L, Røstad BK, Birkeland B. Patients' experiences of continued treatment with extended-release naltrexone: a Norwegian qualitative study. Addict Sci Clin Pract 2022; 17:36. [PMID: 35850782 PMCID: PMC9290197 DOI: 10.1186/s13722-022-00317-2] [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] [Subscribe] [Scholar Register] [Received: 11/23/2021] [Accepted: 06/29/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The opioid antagonist extended-release naltrexone (XR-NTX) in the treatment of opioid use disorder (OUD) is effective in terms of safety, abstinence from opioid use and retention in treatment. However, it is unclear how patients experience and adjust to losing the possibility of achieving an opioid effect. This qualitative study is the first to explore how people with opioid dependence experience XR-NTX treatment, focusing on the process of treatment over time. METHODS Using a purposive sampling strategy, semi-structured interviews were undertaken with 19 persons with opioid use disorder (15 men, four women, 22-55 years of age) participating in a clinical trial of XR-NTX in Norway. The interviewees had received at least three XR-NTX injections. Qualitative content analysis with an inductive approach was used. FINDINGS Participants described that XR-NTX treatment had many advantages. However they still faced multiple challenges, some of which they were not prepared for. Having to find a new foothold and adapt to no longer gaining an effect from opioids due to the antagonist medication was challenging. This was especially true for those struggling emotionally and transitioning into the harmful use of non-opioid substances. Additional support was considered crucial. Even so, the treatment led to an opportunity to participate in society and reclaim identity. Participants had strong goals for the future and described that XR-NTX enabled a more meaningful life. Expectations of a better life could however turn into broken hopes. Although participants were largely optimistic about the future, thinking about the end of treatment could cause apprehension. CONCLUSIONS XR-NTX treatment offers freedom from opioids and can facilitate the recovery process for people with OUD. However, our findings also highlight several challenges associated with XR-NTX treatment, emphasizing the importance of monitoring emotional difficulties and increase of non-opioid substances during treatment. As opioid abstinence in itself does not necessarily equal recovery, our findings underscore the importance of seeing XR-NTX as part of a comprehensive, individualized treatment approach. TRIAL REGISTRATION Clinicaltrials.gov # NCT03647774, first Registered: Aug 28, 2018.
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Affiliation(s)
- Anne Marciuch
- Department of Research and Development in Mental Health, Akershus University Hospital, PB. 1000, 1478, Loerenskog, HF, Norway.
- Department of Medicine, Faculty of Clinical Medicine, University of Oslo, Oslo, Norway.
| | - Ida Halvorsen Brenna
- Department of Addiction Medicine, Haukeland University Hospital, Bergen, Norway
- Department of Clinical Psychology, University of Bergen, Bergen, Norway
| | - Bente Weimand
- Department of Research and Development in Mental Health, Akershus University Hospital, PB. 1000, 1478, Loerenskog, HF, Norway
- Department of Health, Social and Welfare Studies, University of South-Eastern Norway, Drammen, Norway
| | - Kristin Klemmetsby Solli
- Department of Research and Development in Mental Health, Akershus University Hospital, PB. 1000, 1478, Loerenskog, HF, Norway
- Norwegian Centre for Addiction Research, University of Oslo, Oslo, Norway
- Vestfold Hospital Trust, Toensberg, Norway
| | - Lars Tanum
- Department of Research and Development in Mental Health, Akershus University Hospital, PB. 1000, 1478, Loerenskog, HF, Norway
- Faculty for Health Science, Oslo Metropolitan University, Oslo, Norway
| | - Bente K Røstad
- RIO-a Norwegian users' association in the field of alcohol and drugs, Oslo, Norway
| | - Bente Birkeland
- Department of Psychosocial Health, University of Agder, Kristiansand, Norway
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Harker N, Erasmus J, Lucas W, Deitz D, Brooke-Sumner C. 'I Was Present but I Was Absent': Perceptions and Experiences of the Non-Medical Use of Prescription or over the Counter Medication among Employed South African Women. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:7151. [PMID: 35742395 PMCID: PMC9222615 DOI: 10.3390/ijerph19127151] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 05/20/2022] [Revised: 06/08/2022] [Accepted: 06/09/2022] [Indexed: 12/04/2022]
Abstract
BACKGROUND The need for workplace substance use prevention programmes globally and in South Africa is driven by the growing problem of substance use and the associated burden on the health and welfare of employees, their families and organizations. Substance use, which include the non-medical use of medications (both prescription and over-the counter), remains widespread and is a major cause of mortality and a risk factor for non-communicable diseases (NCDs). METHOD Twenty in-depth semi-structured qualitative interviews were conducted with employed women in treatment or shortly out of treatment for the non-medically indicated use of over the counter or/and prescription medications (NMIU). These interviews were conducted face-to face with women residing in the Western and Eastern Cape provinces of South Africa. Thematic analysis using NVIVO was used to analyse data collected. RESULTS The findings from this study suggest that previous use of legal or illegal substances and challenging life experiences underpin pathways to the non-medical use of over-the-counter and prescription medications among employed women. Factors found to contribute to misuse relate to a lack of understanding on risks, and health professional prescribing practices, while mitigators to harmful use were related to increased awareness and understanding harmful practices, the need for improved access and referral to specialist treatment as well as prevention programmes for women. CONCLUSION With the improved understanding of the issues surrounding the NMIU of over-the-counter and prescription medications among employed women, the need for interventions to prevent misuse and inadvertently dependency is highlighted.
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Affiliation(s)
- Nadine Harker
- Alcohol, Tobacco and Other Drug Research Unit, South African Medical Research Council, Cape Town 7505, South Africa; (J.E.); (W.L.); (C.B.-S.)
- School of Public Health and Family Medicine, University of Cape Town, Cape Town 7700, South Africa
| | - Jodilee Erasmus
- Alcohol, Tobacco and Other Drug Research Unit, South African Medical Research Council, Cape Town 7505, South Africa; (J.E.); (W.L.); (C.B.-S.)
| | - Warren Lucas
- Alcohol, Tobacco and Other Drug Research Unit, South African Medical Research Council, Cape Town 7505, South Africa; (J.E.); (W.L.); (C.B.-S.)
| | | | - Carrie Brooke-Sumner
- Alcohol, Tobacco and Other Drug Research Unit, South African Medical Research Council, Cape Town 7505, South Africa; (J.E.); (W.L.); (C.B.-S.)
- Alan J Flisher Centre for Public Mental Health, University of Cape Town, Cape Town 7700, South Africa
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Bunting AM, Dickson M, Staton M. Polysubstance use and re-incarceration in the 12-months after release from jail: a latent transition analysis of rural Appalachian women. THE AMERICAN JOURNAL OF DRUG AND ALCOHOL ABUSE 2022; 48:356-366. [PMID: 35130103 PMCID: PMC10119966 DOI: 10.1080/00952990.2021.1995402] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/15/2021] [Revised: 10/07/2021] [Accepted: 10/12/2021] [Indexed: 10/19/2022]
Abstract
Background: Rural areas have high rates of opioid and stimulant involved polysubstance use which are known to contribute to overdose. Justice-involved women are likely to have multiple substance use disorders and are particularly vulnerable in rural areas where treatment is limited.Objectives: The research had three aims to (1) identify the patterns of polysubstance use of rural Appalachian justice-involved women, (2) examine how women's engagement in polysubstance use changed in the 12-months following initial release from jail, and (3) determine if women's changes in substance use patterns were associated with re-incarceration during the 12-months of post-release follow-up.Methods: A total of 339 women with recent substance use histories were randomly recruited from three rural jails. Latent transition analysis of women's substance use from baseline (in jail) to 6 and 12-months was examined, including the effect of re-incarceration on transitions (changes in substance use patterns).Results: Three latent classes were found: High Polysubstance/injection drug use (IDU) (36.3% baseline), Opioid/Benzo (Benzodiazepine) Involved Polysubstance Use (57.3% baseline), and Low Use (6.4% baseline). Polysubstance use classes were characterized by use of opioids and benzodiazepines; the High Polysubstance/IDU class was distinct in co-use and injection use of methamphetamine. Post-release, women transitioned to latent classes of reduced substance use and/or reduced injection drug use, particularly in the first six months. Women who were re-incarcerated during follow-up were likely to remain engaged in, or transition to, the High Polysubstance/IDU class (ORs: 3.14-46.56).Conclusion: Justice-involved women in Appalachia reported risky polysubstance use. The first six-months post-release were a critical period for changes in substance use.
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Affiliation(s)
- Amanda M. Bunting
- Department of Population Health, New York University Grossman School of Medicine, New York, NY, USA
| | - Megan Dickson
- Department of Behavioral Sciences, University of Kentucky, Lexington, KY, USA
| | - Michele Staton
- Department of Behavioral Sciences, University of Kentucky, Lexington, KY, USA
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Lardier DT, Gilmore Powell K, Peterson NA, Borys S, Hallcom DK. Polysubstance use latent class membership in New Jersey: Association with prior overdoses, prior emergency department peer recovery engagement, and mental health diagnosis among participants in an opioid overdose recovery program. Subst Abus 2022; 43:1011-1022. [DOI: 10.1080/08897077.2022.2060436] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Affiliation(s)
- David T. Lardier
- Department of Psychiatry and Behavioral Sciences, Division of Community and Behavioral Health, University of New Mexico School of Medicine, 1 University of New Mexico, Albuquerque, New Mexico, USA
| | - Kristen Gilmore Powell
- Center for Prevention Science and the Northeast and Caribbean Prevention Technology Transfer Center, School of Social Work, Rutgers University, New Brunswick, New Jersey, USA
| | - N. Andrew Peterson
- Center for Prevention Science and the Northeast and Caribbean Prevention Technology Transfer Center, School of Social Work, Rutgers University, New Brunswick, New Jersey, USA
| | - Suzanne Borys
- Office of Planning, Research, Evaluation and Prevention, New Jersey Division of Mental Health and Addiction Services, Hamilton, New Jersey, USA
| | - Donald K. Hallcom
- Office of Planning, Research, Evaluation and Prevention, New Jersey Division of Mental Health and Addiction Services, Hamilton, New Jersey, USA
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Karamouzian M, Pilarinos A, Hayashi K, Buxton JA, Kerr T. Latent patterns of polysubstance use among people who use opioids: A systematic review. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2022; 102:103584. [DOI: 10.1016/j.drugpo.2022.103584] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2021] [Revised: 12/20/2021] [Accepted: 01/11/2022] [Indexed: 02/07/2023]
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