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Su C, Huang T, Zhang M, Zhang Y, Zeng Y, Chen X. Glucocorticoid receptor signaling in the brain and its involvement in cognitive function. Neural Regen Res 2025; 20:2520-2537. [PMID: 39248182 PMCID: PMC11801288 DOI: 10.4103/nrr.nrr-d-24-00355] [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: 04/01/2024] [Revised: 06/07/2024] [Accepted: 07/06/2024] [Indexed: 09/10/2024] Open
Abstract
The hypothalamic-pituitary-adrenal axis regulates the secretion of glucocorticoids in response to environmental challenges. In the brain, a nuclear receptor transcription factor, the glucocorticoid receptor, is an important component of the hypothalamic-pituitary-adrenal axis's negative feedback loop and plays a key role in regulating cognitive equilibrium and neuroplasticity. The glucocorticoid receptor influences cognitive processes, including glutamate neurotransmission, calcium signaling, and the activation of brain-derived neurotrophic factor-mediated pathways, through a combination of genomic and non-genomic mechanisms. Protein interactions within the central nervous system can alter the expression and activity of the glucocorticoid receptor, thereby affecting the hypothalamic-pituitary-adrenal axis and stress-related cognitive functions. An appropriate level of glucocorticoid receptor expression can improve cognitive function, while excessive glucocorticoid receptors or long-term exposure to glucocorticoids may lead to cognitive impairment. Patients with cognitive impairment-associated diseases, such as Alzheimer's disease, aging, depression, Parkinson's disease, Huntington's disease, stroke, and addiction, often present with dysregulation of the hypothalamic-pituitary-adrenal axis and glucocorticoid receptor expression. This review provides a comprehensive overview of the functions of the glucocorticoid receptor in the hypothalamic-pituitary-adrenal axis and cognitive activities. It emphasizes that appropriate glucocorticoid receptor signaling facilitates learning and memory, while its dysregulation can lead to cognitive impairment. This provides clues about how glucocorticoid receptor signaling can be targeted to overcome cognitive disability-related disorders.
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Affiliation(s)
- Chonglin Su
- Brain Science and Advanced Technology Institute, Hubei Province Key Laboratory of Occupational Hazard Identification and Control, School of Medicine, Wuhan University of Science and Technology, Wuhan, Hubei Province, China
| | - Taiqi Huang
- Brain Science and Advanced Technology Institute, Hubei Province Key Laboratory of Occupational Hazard Identification and Control, School of Medicine, Wuhan University of Science and Technology, Wuhan, Hubei Province, China
| | - Meiyu Zhang
- Brain Science and Advanced Technology Institute, Hubei Province Key Laboratory of Occupational Hazard Identification and Control, School of Medicine, Wuhan University of Science and Technology, Wuhan, Hubei Province, China
| | - Yanyu Zhang
- Brain Science and Advanced Technology Institute, Hubei Province Key Laboratory of Occupational Hazard Identification and Control, School of Medicine, Wuhan University of Science and Technology, Wuhan, Hubei Province, China
| | - Yan Zeng
- Brain Science and Advanced Technology Institute, Hubei Province Key Laboratory of Occupational Hazard Identification and Control, School of Medicine, Wuhan University of Science and Technology, Wuhan, Hubei Province, China
| | - Xingxing Chen
- Brain Science and Advanced Technology Institute, Hubei Province Key Laboratory of Occupational Hazard Identification and Control, School of Medicine, Wuhan University of Science and Technology, Wuhan, Hubei Province, China
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Pulido-Saavedra A, Borelli A, Kitaneh R, Alrafayia M, Jalilian-Khave L, Funaro MC, Potenza MN, Angarita GA. The potential of non-psychedelic 5-HT2A agents in the treatment of substance use disorders: a narrative review of the clinical literature. Expert Opin Pharmacother 2025; 26:133-146. [PMID: 39708346 PMCID: PMC11786980 DOI: 10.1080/14656566.2024.2446623] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2024] [Revised: 12/10/2024] [Accepted: 12/19/2024] [Indexed: 12/23/2024]
Abstract
INTRODUCTION Substance use disorders (SUDs) are a public health issue, with only some having FDA-approved indicated treatments and these having high attrition. Consequently, there has been interest in novel interventions (e.g. psychedelics that target 5-HT2A receptors) with some promising results. In this narrative review, we aim to focus on the role of the 5-HT2A receptors on the effectiveness of the treatment of SUDs. AREAS COVERED We evaluated the clinical evidence of the treatment of SUDs with non-psychedelic medications with a primary affinity for the 5-HT2A receptor. EXPERT OPINION The reviewed literature showed some positive effects on craving and abstinence but, overall, results were mixed. Comparison of this work with work on psychedelic agents suggests that mixed results are not unique to non-psychedelic agents. Both psychedelic and non-psychedelic drugs with 5-HT2A affinity are not exclusively selective for 5-HT2A receptors. The observation that most agents reviewed are 5-HT2A receptor antagonists instead of agonists and that psychedelics (typically 5-HT2A receptor agonists) may have more homogenous positive results gives more support to 5-HT2A receptor agonists as a promising group for treating SUDs. Mechanisms may target a common denominator across SUDs (e.g. chronic hypodopaminergic states).
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Affiliation(s)
- Alejandra Pulido-Saavedra
- Department of Psychiatry, Yale University School of Medicine, 300 George Street, Suite 901, New Haven, CT 0651, United States
- Clinical Neuroscience Research Unit, Connecticut Mental Health Center, 34 Park Street, New Haven, CT 06519, United States
| | - Anna Borelli
- Department of Psychiatry, Yale University School of Medicine, 300 George Street, Suite 901, New Haven, CT 0651, United States
- Clinical Neuroscience Research Unit, Connecticut Mental Health Center, 34 Park Street, New Haven, CT 06519, United States
| | - Razi Kitaneh
- Department of Psychiatry, Yale University School of Medicine, 300 George Street, Suite 901, New Haven, CT 0651, United States
- Clinical Neuroscience Research Unit, Connecticut Mental Health Center, 34 Park Street, New Haven, CT 06519, United States
| | | | - Laya Jalilian-Khave
- Department of Psychiatry, Yale University School of Medicine, 300 George Street, Suite 901, New Haven, CT 0651, United States
| | - Melissa C. Funaro
- Harvey Cushing/John Hay Whitney Medical Library, Yale University, 333 Cedar Street, New Haven, CT 06510, United States
| | - Marc N. Potenza
- Department of Psychiatry, Yale University School of Medicine, 300 George Street, Suite 901, New Haven, CT 0651, United States
- Clinical Neuroscience Research Unit, Connecticut Mental Health Center, 34 Park Street, New Haven, CT 06519, United States
- Connecticut Council on Problem Gambling, Wethersfield, CT, United States
- Child Study Center, Yale University School of Medicine, New Haven, CT, United States
- Department of Neuroscience, Yale University School of Medicine, New Haven, CT, United States
- Wu Tsai Institute, Yale University, New Haven, CT, United States
| | - Gustavo A. Angarita
- Department of Psychiatry, Yale University School of Medicine, 300 George Street, Suite 901, New Haven, CT 0651, United States
- Clinical Neuroscience Research Unit, Connecticut Mental Health Center, 34 Park Street, New Haven, CT 06519, United States
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Biernacki K, Goldstein RZ, Güth MR, Alia-Klein N, Ray S, Baker TE. Blunted anterior midcingulate response to reward in opioid users is normalized by prefrontal transcranial magnetic stimulation. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.10.03.616476. [PMID: 39416050 PMCID: PMC11482900 DOI: 10.1101/2024.10.03.616476] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/19/2024]
Abstract
Introduction Abnormalities in goal-directed behavior, mediated by mesocorticolimbic reward function and structure, contribute to worse clinical outcomes including higher risk of treatment dropout and drug relapse in opioid users (OU). Material and Method In a sham-controlled randomized study design, we measured whether robot-assisted 10Hz transcranial magnetic stimulation (TMS) applied to the prefrontal cortex was able to modulate anterior midcingulate cortex (MCC) electrophysiological response to rewards, in OU and matched healthy controls. Results We show that OU exhibit a blunted anterior MCC reward response, compared to healthy controls (t(39) = 2.62, p = 0.01, d = 0.84), and that this is normalized following 10-Hz excitatory TMS (t (36) = .82, p = 0.42, d = 0.17). Conclusions Excitatory TMS modulated the putative reward function of the MCC in OU. Further work with increased sample sizes and TMS sessions is required to determine whether restoring MCC reward function increases reward-directed behaviors, which may enhance treatment success through the maintenance of treatment goals.
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Shi Z, Li X, Todaro DR, Cao W, Lynch KG, Detre JA, Loughead J, Langleben DD, Wiers CE. Medial prefrontal neuroplasticity during extended-release naltrexone treatment of opioid use disorder - a longitudinal structural magnetic resonance imaging study. Transl Psychiatry 2024; 14:360. [PMID: 39237534 PMCID: PMC11377591 DOI: 10.1038/s41398-024-03061-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/09/2024] [Revised: 08/20/2024] [Accepted: 08/22/2024] [Indexed: 09/07/2024] Open
Abstract
Opioid use disorder (OUD) has been linked to macroscopic structural alterations in the brain. The monthly injectable, extended-release formulation of μ-opioid antagonist naltrexone (XR-NTX) is highly effective in reducing opioid craving and preventing opioid relapse. Here, we investigated the neuroanatomical effects of XR-NTX by examining changes in cortical thickness during treatment for OUD. Forty-seven OUD patients underwent structural magnetic resonance imaging and subjectively rated their opioid craving ≤1 day before (pre-treatment) and 11 ± 3 days after (on-treatment) the first XR-NTX injection. A sample of fifty-six non-OUD individuals completed a single imaging session and served as the comparison group. A publicly available [¹¹C]carfentanil positron emission tomography dataset was used to assess the relationship between changes in cortical thickness and μ-opioid receptor (MOR) binding potential across brain regions. We found that the thickness of the medial prefrontal and anterior cingulate cortices (mPFC/aCC; regions with high MOR binding potential) was comparable between the non-OUD individuals and the OUD patients at pre-treatment. However, among the OUD patients, mPFC/aCC thickness significantly decreased from pre-treatment to on-treatment. A greater reduction in mPFC/aCC thickness was associated with a greater reduction in opioid craving. Taken together, our study suggests XR-NTX-induced cortical thickness reduction in the mPFC/aCC regions in OUD patients. The reduction in thickness does not appear to indicate a restoration to the non-OUD level but rather reflects XR-NTX's distinct therapeutic impact on an MOR-rich brain structure. Our findings highlight the neuroplastic effects of XR-NTX that may inform the development of novel OUD interventions.
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Affiliation(s)
- Zhenhao Shi
- Department of Psychiatry, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.
| | - Xinyi Li
- Department of Psychiatry, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Dustin R Todaro
- Department of Psychiatry, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Wen Cao
- Department of Psychiatry, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Kevin G Lynch
- Department of Psychiatry, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - John A Detre
- Department of Neurology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - James Loughead
- Department of Psychiatry, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Daniel D Langleben
- Department of Psychiatry, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Corinde E Wiers
- Department of Psychiatry, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
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Chiu HJ, Sun CK, Wang HY, Chang HY, Kuo CH, Sue YR, Wu SH, Tung SY, Lee CY, Yeh PY. A systematic review and meta-analysis of the relationship between heavy smoking and probability discounting. Am J Addict 2024; 33:375-384. [PMID: 38290762 DOI: 10.1111/ajad.13521] [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: 07/28/2023] [Revised: 01/01/2024] [Accepted: 01/09/2024] [Indexed: 02/01/2024] Open
Abstract
BACKGROUND AND OBJECTIVES Probability discounting (PD), which refers to the process of adjusting the value of future probabilities when making decisions, is a method of measuring impulsive decision-making; however, the relationship between PD and nicotine remains unclear. The current study aimed at investigating the significance of PD in individuals who smoke. METHODS According to Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines, we searched the PubMed, Embase, PsycINFO, and Web of Science databases for articles comparing individuals who smoke and their tobacco-naïve controls using PD task as outcome measure from inception to May 2023. The main outcome was an overall difference in PD function, while subgroup analysis and meta-regression were conducted to examine the analysis methods and the moderators of PD. RESULTS Fourteen studies in total involving 384 individuals who smoke and 493 controls (mean age = 24.32 years, range = 15.1-38.05 years) were analyzed. The effect of smoking on PD was significant (g = 0.51, p = .02). The discounting parameter from the equation, compared to the area under the curve, was more sensitive to estimating PD function (p = .01). Regression analysis showed positive correlations of PD with female percentage, age, and the number of probability options (all p < .04), but not with the number of choices at each probability and maximum reward magnitude (all p > .07). There was no significant publication bias across the eligible studies (p = .09). CONCLUSION AND SCIENTIFIC SIGNIFICANCE Our findings, which are the first to demonstrate a smaller PD (i.e., prone to risk-taking) in individuals who smoke, shed light on the appropriate analysis method, gender effect, age, and probability options on the PD function.
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Affiliation(s)
- Hsien-Jane Chiu
- Taoyuan Psychiatric Center, Minster of Health and Welfare, Taoyuan, Taiwan
- Institute of Hospital and Health Care Administration, National Yang-Ming Chiao Tung University, Hsinchu, Taiwan
| | - Cheuk-Kwan Sun
- Department of Emergency Medicine, E-Da Dachang Hospital, I-Shou University, Kaohsiung, Taiwan
- School of Medicine for International Students, College of Medicine, I-Shou University, Kaohsiung, Taiwan
| | - Hung-Yu Wang
- Kaohsiung Municipal Kai-Syuan Psychiatric Hospital, Kaohsiung City, Taiwan
| | - Han-Yun Chang
- Department of Psychology, Asia University, Taichung, Taiwan
- Clinical Psychology Center, Asia University Hospital, Taichung, Taiwan
| | - Chun-Hsien Kuo
- Department of Psychology, Asia University, Taichung, Taiwan
| | - Yu-Ru Sue
- Department of Psychology, Asia University, Taichung, Taiwan
| | - Shu-Hsuan Wu
- Department of Psychology, Asia University, Taichung, Taiwan
| | - Shih-Yi Tung
- Department of Psychology, Asia University, Taichung, Taiwan
| | - Chiao-Yu Lee
- Department of Psychology, Asia University, Taichung, Taiwan
| | - Pin-Yang Yeh
- Department of Psychology, Asia University, Taichung, Taiwan
- Clinical Psychology Center, Asia University Hospital, Taichung, Taiwan
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Danışman M, İspir GZ. Decision-making styles, magical thinking, and intolerance of uncertainty in opioid use disorder. Indian J Psychiatry 2024; 66:545-552. [PMID: 39100368 PMCID: PMC11293786 DOI: 10.4103/indianjpsychiatry.indianjpsychiatry_630_23] [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: 08/19/2023] [Revised: 05/17/2024] [Accepted: 05/22/2024] [Indexed: 08/06/2024] Open
Abstract
Background The global opioid use problem presents a complex public health challenge characterized by increasing overdoses, addiction rates, and fatalities. Personal factors such as cognitive traits, distress tolerance, and decision-making styles play a crucial role in influencing opioid use trajectories. Aim This study aimed to investigate decision-making styles, magical ideation, and intolerance of uncertainty among current and past opioid users and healthy controls to contribute to the literature on opioid use disorder. Methods Three groups were involved: current opioid users (n = 94), past opioid users (n = 93), and healthy controls (n = 100). Participants completed self-report scales assessing magical ideation, intolerance of uncertainty, and decision-making styles. Data were analyzed using descriptive statistics, analysis of variance, correlation analysis, and multiple linear regression. Results Current opioid users exhibited lower vigilance decision-making styles and higher magical ideation scores than past users and controls. Decisional self-esteem correlated positively with vigilant decision-making in current and past opioid users. Magical ideation scores correlated positively with maladaptive decision-making styles across all groups. Intolerance of uncertainty did not differ significantly between groups. Conclusions This study emphasizes that decision-making styles and magical thinking might have significant roles in opioid use disorder. These results contribute valuable insights to tailor interventions and support systems for individuals struggling with opioid use disorder.
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Affiliation(s)
- Mustafa Danışman
- Ankara Training and Research Hospital, Alcohol and Drug Addiction Center, Ankara, Turkey
| | - Gamze Zengin İspir
- Ankara Training and Research Hospital, Alcohol and Drug Addiction Center, Ankara, Turkey
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Gueguen MCM, Anlló H, Bonagura D, Kong J, Hafezi S, Palminteri S, Konova AB. Recent Opioid Use Impedes Range Adaptation in Reinforcement Learning in Human Addiction. Biol Psychiatry 2024; 95:974-984. [PMID: 38101503 PMCID: PMC11065633 DOI: 10.1016/j.biopsych.2023.12.005] [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: 12/16/2022] [Revised: 11/22/2023] [Accepted: 12/08/2023] [Indexed: 12/17/2023]
Abstract
BACKGROUND Drugs like opioids are potent reinforcers thought to co-opt value-based decisions by overshadowing other rewarding outcomes, but how this happens at a neurocomputational level remains elusive. Range adaptation is a canonical process of fine-tuning representations of value based on reward context. Here, we tested whether recent opioid exposure impacts range adaptation in opioid use disorder, potentially explaining why shifting decision making away from drug taking during this vulnerable period is so difficult. METHODS Participants who had recently (<90 days) used opioids (n = 34) or who had abstained from opioid use for ≥ 90 days (n = 20) and comparison control participants (n = 44) completed a reinforcement learning task designed to induce robust contextual modulation of value. Two models were used to assess the latent process that participants engaged while making their decisions: 1) a Range model that dynamically tracks context and 2) a standard Absolute model that assumes stationary, objective encoding of value. RESULTS Control participants and ≥90-days-abstinent participants with opioid use disorder exhibited choice patterns consistent with range-adapted valuation. In contrast, participants with recent opioid use were more prone to learn and encode value on an absolute scale. Computational modeling confirmed the behavior of most control participants and ≥90-days-abstinent participants with opioid use disorder (75%), but a minority in the recent use group (38%), was better fit by the Range model than the Absolute model. Furthermore, the degree to which participants relied on range adaptation correlated with duration of continuous abstinence and subjective craving/withdrawal. CONCLUSIONS Reduced context adaptation to available rewards could explain difficulty deciding about smaller (typically nondrug) rewards in the aftermath of drug exposure.
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Affiliation(s)
- Maëlle C M Gueguen
- Department of Psychiatry, Brain Health Institute and University Behavioral Health Care, Rutgers University-New Brunswick, Piscataway, New Jersey; Intercultural Cognitive Network, Tokyo, Japan
| | - Hernán Anlló
- Intercultural Cognitive Network, Tokyo, Japan; Watanabe Laboratory, School of Fundamental Science and Engineering, Waseda University, Tokyo, Japan; Laboratoire de Neurosciences Cognitives et Computationnelles, Institut National de la Santé et de la Recherche Médicale U960, École Normale Supérieure-Université de Recherche Paris Science et Lettres, Paris, France
| | - Darla Bonagura
- Department of Psychiatry, Brain Health Institute and University Behavioral Health Care, Rutgers University-New Brunswick, Piscataway, New Jersey; Intercultural Cognitive Network, Tokyo, Japan
| | - Julia Kong
- Department of Psychiatry, Brain Health Institute and University Behavioral Health Care, Rutgers University-New Brunswick, Piscataway, New Jersey
| | - Sahar Hafezi
- Department of Psychiatry, Brain Health Institute and University Behavioral Health Care, Rutgers University-New Brunswick, Piscataway, New Jersey
| | - Stefano Palminteri
- Intercultural Cognitive Network, Tokyo, Japan; Laboratoire de Neurosciences Cognitives et Computationnelles, Institut National de la Santé et de la Recherche Médicale U960, École Normale Supérieure-Université de Recherche Paris Science et Lettres, Paris, France
| | - Anna B Konova
- Department of Psychiatry, Brain Health Institute and University Behavioral Health Care, Rutgers University-New Brunswick, Piscataway, New Jersey; Intercultural Cognitive Network, Tokyo, Japan.
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Marshall KD, Derse AR, Weiner SG, Joseph JW. Revive and Refuse: Capacity, Autonomy, and Refusal of Care After Opioid Overdose. THE AMERICAN JOURNAL OF BIOETHICS : AJOB 2024; 24:11-24. [PMID: 37220012 DOI: 10.1080/15265161.2023.2209534] [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: 05/25/2023]
Abstract
Physicians generally recommend that patients resuscitated with naloxone after opioid overdose stay in the emergency department for a period of observation in order to prevent harm from delayed sequelae of opioid toxicity. Patients frequently refuse this period of observation despiteenefit to risk. Healthcare providers are thus confronted with the challenge of how best to protect the patient's interests while also respecting autonomy, including assessing whether the patient is making an autonomous choice to refuse care. Previous studies have shown that physicians have widely divergent approaches to navigating these conflicts. This paper reviews what is known about the effects of opioid use disorder on decision-making, and argues that some subset of these refusals are non-autonomous choices, even when patients appear to have decision making capacity. This conclusion has several implications for how physicians assess and respond to patients refusing medical recommendations after naloxone resuscitation.
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Aksu S, Soyata AZ, Şeker S, Akkaya G, Yılmaz Y, Kafalı T, Evren C, Umut G. Transcranial direct current stimulation combined with cognitive training improves decision making and executive functions in opioid use disorder: a triple-blind sham-controlled pilot study. J Addict Dis 2024; 42:154-165. [PMID: 36861945 DOI: 10.1080/10550887.2023.2168991] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/03/2023]
Abstract
Opioid use disorder (OUD) is a chronic disorder with a considerable amount of morbidity and mortality. Despite remarkable improvement achieved by maintenance programs, an array of treatment goals were still unmet. Mounting evidence suggests that transcranial Direct Current Stimulation (tDCS) improves decision making and cognitive functions in addictive disorders. tDCS paired with a decision making task was depicted to diminish impulsivity as well. The present study aimed to assess the effect of tDCS combined with cognitive training (CT) in OUD for the first time. In this triple-blind randomized sham-controlled pilot study, 38 individuals with OUD from the Buprenorphine-Naloxone Maintenance Therapy program were administered 20-minutes of 2 mA active/sham tDCS over the dorsolateral prefrontal cortex with concomitant cognitive training. A selected test battery evaluating decision making under risk and ambiguity as well as executive functions, verbal fluency and working memory was utilized before and after the intervention. Greater improvements were observed in decision making under ambiguity (p = 0.016), set shifting ability and alternating fluency while no improvements were observed in decision making under risk in the active group, compared to sham. Deficits of decision making and executive functions have a pivotal role in the perpetuation and the relapse of the OUD. Alleviation of these impairments brought tDCS/CT forth as an expedient neuroscientifically-grounded treatment option that merits further exploration in OUD, Trial registration: NCT05568251.
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Affiliation(s)
- Serkan Aksu
- Department of Physiology, Faculty of Medicine, Muğla Sıtkı Koçman University, Muğla, Turkey
- Department of Physiology, Istanbul Faculty of Medicine, Istanbul University, Istanbul, Turkey
| | - Ahmet Zihni Soyata
- Psychiatry Outpatient Clinic, Başakşehir State Hospital, İstanbul, Turkey
| | - Sercan Şeker
- Department of Physiology, Istanbul Faculty of Medicine, Istanbul University, Istanbul, Turkey
| | - Gözde Akkaya
- Department of Child Development, Istanbul Topkapı University, Istanbul, Turkey
| | - Yasemin Yılmaz
- Department of Psychology, İstanbul University, Istanbul, Turkey
| | - Tuğba Kafalı
- Department of Psychology, Akdeniz University, Antalya, Turkey
| | - Cüneyt Evren
- Department of Psychology, Istanbul Gelisim University, Istanbul, Turkey
| | - Gökhan Umut
- Research, Treatment and Training Center for Alcohol and Substance Dependence (AMATEM), Bakirkoy Training and Research Hospital for Psychiatry Neurology and Neurosurgery, Turkey, Istanbul
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Keleş DB, Bilici R, Ayık B, Kılıç MK, Kliewer W. Comparing attention, impulsivity, and executive functions between patients with opiate use disorder: Buprenorphine maintenance treatment versus active users, in comparison with healthy controls. Indian J Psychiatry 2024; 66:90-97. [PMID: 38419927 PMCID: PMC10898529 DOI: 10.4103/indianjpsychiatry.indianjpsychiatry_520_23] [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: 07/12/2023] [Revised: 10/26/2023] [Accepted: 12/25/2023] [Indexed: 03/02/2024] Open
Abstract
Background Opioid use disorders (OUDs) affect over 16 million people worldwide, with a particularly high prevalence rate in Asia. OUDs are associated with significant health consequences, including neurocognitive impairment, which affects individuals' ability to make decisions, respond to stressful situations, and regulate behavior. Understanding the specific ways in which OUDs affect cognitive functioning is important in treatment considerations. Methods This study compared the attention, impulsivity, and executive functions of Turkish men with active OUD (n = 40) with those of men in remission from OUD who were on buprenorphine/naloxone maintenance (BMT; n = 41) and with those of a comparison group of healthy controls (HC; n = 43). The Cambridge Neuropsychological Test Automated Battery (CANTAB) was used to assess neurocognitive functioning. Results Analyses found significant impairment in measures of continuous attention, cognitive impulsivity, motor impulsivity, and executive functions in the two patient groups compared to the control group, but the two patient groups did not differ from each other. Conclusion The data from this study indicate that individuals with OUD exhibit neurocognitive damage, and those in remission from OUD who receive maintenance treatment do not show improvement in this domain. Neurocognitive damages should be considered in long-term treatment planning of patients with OUD.
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Affiliation(s)
- Didem Beşikci Keleş
- Department of Psychiatry, Erenkoy Mental and Nervous Diseases Training and Research Hospital, Istanbul, Erenkoy, Turkey
| | - Rabia Bilici
- Department of Psychiatry, Erenkoy Mental and Nervous Diseases Training and Research Hospital, Istanbul, Erenkoy, Turkey
| | - Batuhan Ayık
- Department of Psychiatry, Erenkoy Mental and Nervous Diseases Training and Research Hospital, Istanbul, Erenkoy, Turkey
| | - Muhsin Koray Kılıç
- Department of Psychiatry, Erenkoy Mental and Nervous Diseases Training and Research Hospital, Istanbul, Erenkoy, Turkey
| | - Wendy Kliewer
- Department of Psychology, Virginia Commonwealth University (VCU), Richmond VA, US
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Wheeler AR, Truckenbrod LM, Cooper EM, Betzhold SM, Setlow B, Orsini CA. Effects of fentanyl self-administration on risk-taking behavior in male rats. Psychopharmacology (Berl) 2023; 240:2529-2544. [PMID: 37612455 PMCID: PMC10878692 DOI: 10.1007/s00213-023-06447-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/17/2023] [Accepted: 08/02/2023] [Indexed: 08/25/2023]
Abstract
RATIONALE Individuals with opioid use disorder (OUD) exhibit impaired decision making and elevated risk-taking behavior. In contrast to the effects of natural and semi-synthetic opioids, however, the impact of synthetic opioids on decision making is still unknown. OBJECTIVES The objective of the current study was to determine how chronic exposure to the synthetic opioid fentanyl alters risk-based decision making in adult male rats. METHODS Male rats underwent 14 days of intravenous fentanyl or oral sucrose self-administration. After 3 weeks of abstinence, rats were tested in a decision-making task in which they chose between a small, safe food reward and a large food reward accompanied by variable risk of footshock punishment. Following testing in the decision-making task, rats were tested in control assays that assessed willingness to work for food and shock reactivity. Lastly, rats were tested on a probabilistic reversal learning task to evaluate enduring effects of fentanyl on behavioral flexibility. RESULTS Relative to rats in the sucrose group, rats in the fentanyl group displayed greater choice of the large, risky reward (risk taking), an effect that was present as long as 7 weeks into abstinence. This increased risk taking was driven by enhanced sensitivity to the large rewards and diminished sensitivity to punishment. The fentanyl-induced elevation in risk taking was not accompanied by alterations in food motivation or shock reactivity or impairments in behavioral flexibility. CONCLUSIONS Results from the current study reveal that the synthetic opioid fentanyl leads to long-lasting increases in risk taking in male rats. Future experiments will extend this work to females and identify neural mechanisms that underlie these drug-induced changes in risk taking.
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Affiliation(s)
- Alexa-Rae Wheeler
- Institute for Neuroscience, The University of Texas at Austin, Austin, TX, USA
| | - Leah M Truckenbrod
- Institute for Neuroscience, The University of Texas at Austin, Austin, TX, USA
| | - Emily M Cooper
- Department of Psychology, University of Texas at Austin, Austin, TX, USA
| | - Sara M Betzhold
- Department of Psychiatry, University of Florida, Gainesville, FL, USA
| | - Barry Setlow
- Department of Psychiatry, University of Florida, Gainesville, FL, USA
- Center for Addiction Research and Education, University of Florida, Gainesville, FL, USA
| | - Caitlin A Orsini
- Institute for Neuroscience, The University of Texas at Austin, Austin, TX, USA.
- Department of Psychology, University of Texas at Austin, Austin, TX, USA.
- Department of Neurology, University of Texas at Austin, Austin, TX, USA.
- Waggoner Center for Alcohol and Addiction Research, The University of Texas at Austin, Austin, TX, USA.
- Department of Psychology & Neurology, Waggoner Center for Alcohol and Addiction Research, The University of Texas at Austin, 1601B Trinity Street, Austin, TX, 78712, USA.
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12
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Bhatia G, Ganesh R, Kulkarni A. Cognitive impairment in opioid use disorders: Is there a case for use of nootropics? Psychiatry Res 2023; 326:115335. [PMID: 37459675 DOI: 10.1016/j.psychres.2023.115335] [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: 05/04/2023] [Revised: 07/03/2023] [Accepted: 07/04/2023] [Indexed: 08/02/2023]
Abstract
Opioid Use Disorders (OUDs) are often associated with cognitive impairments, which may lead to an increased risk of relapse. These cognitive deficits do not resolve with abstinence or medication-assisted treatment and may require targeted management. While psychotherapies and neuromodulation techniques have been studied for their effectiveness, they have certain limitations and challenges. Cognition enhancing prescription drugs like donepezil and memantine, which are used in dementias, have shown promise in a small number of studies examining their role in the reversal of opioid-induced cognitive deficits. The authors explore the potential role of nootropics in improvement of cognitive decline associated with OUDs.
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Affiliation(s)
- Gayatri Bhatia
- Department of Psychiatry, All India Institute of Medical Sciences, Rajkot, India.
| | - Ragul Ganesh
- Department of Psychiatry, All India Institute of Medical Sciences, Jammu, India
| | - Alok Kulkarni
- Department of Psychiatry, S. S. Institute of Medical Sciences, Davanagere, Karnataka, India
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13
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Irwin CL, Coelho PS, Kluwe-Schiavon B, Silva-Fernandes A, Gonçalves ÓF, Leite J, Carvalho S. Non-pharmacological treatment-related changes of molecular biomarkers in major depressive disorder: A systematic review and meta-analysis. Int J Clin Health Psychol 2023; 23:100367. [PMID: 36762034 PMCID: PMC9883286 DOI: 10.1016/j.ijchp.2023.100367] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Accepted: 01/09/2023] [Indexed: 01/26/2023] Open
Abstract
Background Major depressive disorder (MDD) is a serious mood disorder and leading cause of disability. Despite treatment advances, approximately 30% of individuals with MDD do not achieve adequate clinical response. Better understanding the biological mechanism(s) underlying clinical response to specific psychopharmacological interventions may help fine tune treatments in order to further modulate their underlying mechanisms of action. However, little is known regarding the effect of non-pharmacological treatments (NPTs) on candidate molecular biomarker levels in MDD. This review aims to identify molecular biomarkers that may elucidate NPT response for MDD. Methods We performed a systematic review and a multilevel linear mixed-effects meta-analyses, and a meta-regression. Searches were performed in PubMed, Scopus, and PsycINFO in October 2020 and July 2021. Results From 1387 retrieved articles, 17 and six studies were included in the systematic review and meta-analyses, respectively. Although there was little consensus associating molecular biomarker levels with symptomology and/or treatment response, brain metabolites accessed via molecular biomarker-focused neuroimaging techniques may provide promising information on whether an individual with MDD would respond positively to NPTs. Furthermore, non-invasive brain stimulation interventions significantly increased the expression of neurotrophic factors (NTFs) compared to sham/placebo, regardless of add-on pharmacological treatment. Conclusions NTFs are candidate biomarkers to fine-tune NIBS for MDD treatment.
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Affiliation(s)
- Courtney L. Irwin
- Department of Chemistry and Biomolecular Sciences, University of Ottawa, 150 Louis-Pasteur Pvt, Ottawa, ON K1N 6N5, Canada
- Psychological Neuroscience Laboratory, The Psychology Research Centre (CIPsi), School of Psychology, University of Minho, Campus de Gualtar, Braga 4710-054, Portugal
| | - Patrícia S. Coelho
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Campus de Gualtar, Braga 4710-054, Portugal
- Association P5 Digital Medical Centre (ACMP5), School of Medicine, University of Minho, Campus de Gualtar, Braga 4710-054, Portugal
| | - Bruno Kluwe-Schiavon
- Psychological Neuroscience Laboratory, The Psychology Research Centre (CIPsi), School of Psychology, University of Minho, Campus de Gualtar, Braga 4710-054, Portugal
| | - Anabela Silva-Fernandes
- Psychological Neuroscience Laboratory, The Psychology Research Centre (CIPsi), School of Psychology, University of Minho, Campus de Gualtar, Braga 4710-054, Portugal
| | - Óscar F. Gonçalves
- Proaction Laboratory, CINEICC, Faculty of Psychology and Educational Sciences, University of Coimbra, Colégio de Jesus, R. Inácio Duarte 65, Coimbra 3000-481, Portugal
| | - Jorge Leite
- Portucalense University, Portucalense Institute for Human Development, INPP, Rua. Dr António Bernardino de Almeida 541/619 4200-072, Porto, Portugal
| | - Sandra Carvalho
- Translational Neuropsychology Lab, Department of Education and Psychology, William James Center for Research (WJCR), University of Aveiro, Campus Universitário de Santiago, Aveiro 3810-193, Portugal
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14
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Yazgeç E, Bora E, İngeç S, Çıray RO, Bağcı B, Alkın T. Social Cognition in Opioid Use Disorder. Subst Use Misuse 2023; 58:996-1003. [PMID: 37096303 DOI: 10.1080/10826084.2023.2201845] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/26/2023]
Abstract
Background: Opioid use disorder (OUD) is associated with significant functional impairment and neurocognitive dysfunction, but only a handful of studies have investigated social cognitive abilities in this condition. This study aimed to investigate facial emotion recognition accuracy/biases and two different aspects of theory of mind (ToM) (ToM-decoding vs ToM-reasoning) in people with recovered OUD. Methods: The participants included 32 people with recovered OUD who were on Buprenorphine + Naloxone (B/N) maintenance treatment and 32 healthy controls. In addition to neurocognitive tasks, both groups were assessed by a facial emotion recognition task, the faux pas recognition task, and the reading the mind from the eyes task. Results: In comparison to healthy controls, people on B/N maintenance treatment showed deficits in facial emotion recognition (d = 1.32) and both aspects of ToM (d = 0.87-1.21). In analyses of individual emotions, people on B/N maintenance treatment had decreased accuracy in recognition of anger and fear and had a bias to identify other emotions as sad. The duration of opioid use was robustly associated with difficulties in the recognition of anger. Conclusion: People in B/N maintenance treatment have significant difficulties in recognizing the emotions and mental states of others. Deficits in social cognition might be important for understanding the difficulties in interpersonal and social functioning in people with OUD.
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Affiliation(s)
- Emre Yazgeç
- Department of Psychiatry, Başakşehir Çam and Sakura City Hospital, İstanbul, Turkey
| | - Emre Bora
- Department of Psychiatry, Dokuz Eylul University Medical School, Izmir, Turkey
- Department of Neuroscience Health Sciences Institute, Dokuz Eylul University, Izmir, Turkey
- Melbourne Neuropsychiatry Centre, Department of Psychiatry, University of Melbourne and Melbourne Health, Carlton South, Victoria, Australia
| | - Seda İngeç
- Department of Psychiatry, Balıkesir State Hospital, Balikesir, Turkey
| | - R Oğulcan Çıray
- Department of Child and Adolescent Psychiatry, Mardin StateHospital, Mardin, Turkey
| | - Başak Bağcı
- Department of Psychiatry, Ataturk Education and Research Hospital, Izmır Kâtip Çelebi University, Izmir, Turkey
| | - Tunç Alkın
- Department of Psychiatry, Dokuz Eylul University Medical School, Izmir, Turkey
- Department of Neuroscience Health Sciences Institute, Dokuz Eylul University, Izmir, Turkey
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15
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Psederska E, Vassileva J. Neurocognitive Impulsivity in Opiate Users at Different Lengths of Abstinence. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:1236. [PMID: 36674000 PMCID: PMC9859339 DOI: 10.3390/ijerph20021236] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/01/2022] [Revised: 01/06/2023] [Accepted: 01/07/2023] [Indexed: 06/17/2023]
Abstract
The aim of the current study was to examine the effects of length of abstinence on decision making (impulsive choice) and response inhibition (impulsive action) in former opiate users (OU). Participants included 45 OU in early remission [0−12 months of abstinence], 68 OU in sustained remission [>12 months of abstinence], and 68 control participants. Decision making was assessed with the Iowa Gambling Task (IGT), the Cambridge Gambling Task (CGT), and the Monetary Choice Questionnaire (MCQ). Response inhibition was examined with the Stop Signal Task (SST), and the Go/No-Go Task (GNG). Results revealed group differences in decision making under risk (CGT) and ambiguity (IGT), where control participants displayed better decision making compared to OU in early remission. Both groups of former OU were also characterized by higher discounting of delayed rewards (MCQ). Regression analyses revealed minimal effects of length of abstinence on performance on decision-making tasks and no effects on delay discounting. In addition, both OU groups showed reduced action inhibition (GNG) relative to controls and there were no group differences in action cancellation (SST). Length of abstinence had no effect on response inhibition. Overall, our findings suggest that neurocognitive function may not fully recover even with protracted abstinence, which should be addressed by relapse prevention and cognitive remediation programs for OU.
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Affiliation(s)
- Elena Psederska
- Bulgarian Addictions Institute, 93 Antim I Str., 1303 Sofia, Bulgaria
- Department of Cognitive Science and Psychology, New Bulgarian University, 1618 Sofia, Bulgaria
| | - Jasmin Vassileva
- Institute for Drug and Alcohol Studies, Virginia Commonwealth University, Richmond, VA 23219, USA
- Department of Psychiatry, Virginia Commonwealth University, Richmond, VA 23219, USA
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16
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Martinez S, Brandt L, Comer SD, Levin FR, Jones JD. The subjective experience of heroin effects among individuals with chronic opioid use: Revisiting reinforcement in an exploratory study. ADDICTION NEUROSCIENCE 2022; 4:100034. [PMID: 36120106 PMCID: PMC9481059 DOI: 10.1016/j.addicn.2022.100034] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Aims Consistent with the opponent process theory individuals with chronic opioid use should predominantly endorse the avoidance of aversive negative emotional and/or physiological states as the motivation for continued opioid use (source of reinforcement: reductions in negative states). The primary aim of this study was to explore whether this view is supported by the subjective effects of heroin reported by individuals with opioid use disorder (OUD). Methods Responses during in-person interviews of participants to the question "What do you like about heroin? " were categorized as positive, negative, or mixed (positive and negative) reinforcement. In addition, we examined differences between these "reinforcement groups" in sociodemographic and clinical variables. Results Participants (N = 307) with OUD were predominantly male (78.1%), with chronic heroin use (M = 15.8 years, SD = 11.5), and 46.1% currently used heroin and were not enrolled in treatment. Agreement between two raters concerning the categorization of participant-reported effects of heroin into reinforcement categories was high, κ= 0.924, p < .0005. Approximately half (49.8%) of participant-reported effects of heroin were categorized as attributable to positive reinforcement. About one-fourth (22.8%) were categorized as negative reinforcement and 9.0% as "mixed ". There were no statistically significant differences between the three reinforcement groups in any of the socio-demographic variables, duration of heroin use, or treatment status/interest. Conclusions The results of this study indicate marked heterogeneity of heroin effects experienced by individuals with OUD and their source of reinforcement, respectively. Better integration of how individuals construe their drug use is important to understand the psychological-and neurobiological-processes in the development and maintenance of OUD.
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Affiliation(s)
- Suky Martinez
- Division on Substance Use Disorders, Columbia University Irving Medical Center & New York State Psychiatric Institute, 1051 Riverside Drive, New York, NY 10032, United States of America
| | - Laura Brandt
- Division on Substance Use Disorders, Columbia University Irving Medical Center & New York State Psychiatric Institute, 1051 Riverside Drive, New York, NY 10032, United States of America
| | - Sandra D. Comer
- Division on Substance Use Disorders, Columbia University Irving Medical Center & New York State Psychiatric Institute, 1051 Riverside Drive, New York, NY 10032, United States of America
| | - Frances R. Levin
- Division on Substance Use Disorders, Columbia University Irving Medical Center & New York State Psychiatric Institute, 1051 Riverside Drive, New York, NY 10032, United States of America
| | - Jermaine D. Jones
- Division on Substance Use Disorders, Columbia University Irving Medical Center & New York State Psychiatric Institute, 1051 Riverside Drive, New York, NY 10032, United States of America
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17
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Lauvsnes ADF, Hansen TI, Håberg AK, Gråwe RW, Langaas M. Poor Response Inhibition and Symptoms of Inattentiveness Are Core Characteristics of Lifetime Illicit Substance Use among Young Adults in the General Norwegian Population: The HUNT Study. Subst Use Misuse 2022; 57:1462-1469. [PMID: 35762149 DOI: 10.1080/10826084.2022.2091788] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
BACKGROUND Impairments in neurocognitive functioning are associated with substance use behavior. Previous studies in neurocognitive predictors of substance use typically use self-report measures rather than neuropsychological performance measures and suffer from low sample sizes and use of clinical diagnostic cut offs. METHODS Crossectional data from the HUNT4 Study (Helseundersøkelsen i Trøndelag) was used to study executive neuropsychological performance and self-reported measures of neurocognitive function associated with a history of illicit substance use in a general population sample of young adults in Norway. We performed both between group comparisons and logistic regression modeling and controlled for mental health symptomatology. RESULTS Subjects in our cohort with a self-reported use of illicit substances had significantly higher self-reported mental health and neurocognitive symptom load. A logistic regression model with substance use as response included sex, commission errors and self-reported inattentiveness and anxiety as significant predictors. After 10-fold cross-validation this model achieved a moderate area under the receiver-operator curve of 0.63. To handle the class imbalance typically found in such population data, we also calculated balanced accuracy with a optimal model cut off of 0.234 with a sensitivity of 0.50 and specificity of 0.76 as well as precision recall-area under the curve of 0.28. CONCLUSIONS Subtle cognitive dysfunction differentiates subjects with and without a history of illicit substance use. Neurocognitive factors outperformed the effects of depressive symptoms on substance use behavior in this cohort. We highlight the need for using adequate statistical tools for evaluating the performance of models in unbalanced datasets.
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Affiliation(s)
- A D F Lauvsnes
- Department of Mental Health, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim, Norway
| | - T I Hansen
- Department of Physical Medicine and Rehabilitation, St. Olavs University Hospital, Trondheim, Norway
- Department of Neuromedicine and Movement Sciences, Norwegian University of Science and Technology, Trondheim, Norway
| | - A K Håberg
- Department of Radiology and Nuclear Medicine, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
- Department of Neuromedicine and Movement Sciences, Norwegian University of Science and Technology, Trondheim, Norway
| | - R W Gråwe
- Department of Mental Health, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim, Norway
- Division of Psychiatry, Department of Research and Development, St. Olavs University Hospital, Trondheim, Norway
| | - M Langaas
- Department of Mathematical Sciences, Faculty of Information Technology and Electrical Engineering, Norwegian University of Science and Technology, Trondheim, Norway
- Norwegian Computing Center, SAMBA, Oslo, Norway
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18
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Sosnowski DW, Jaffe AE, Tao R, Deep-Soboslay A, Shu C, Sabunciyan S, Kleinman JE, Hyde TM, Maher BS. Differential expression of NPAS4 in the dorsolateral prefrontal cortex following opioid overdose. DRUG AND ALCOHOL DEPENDENCE REPORTS 2022; 3:100040. [PMID: 36845993 PMCID: PMC9948892 DOI: 10.1016/j.dadr.2022.100040] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/27/2021] [Revised: 03/09/2022] [Accepted: 03/10/2022] [Indexed: 06/18/2023]
Abstract
Background Although preclinical models reveal the neurobiological pathways altered through opioid abuse, comprehensive assessments of gene expression in human brain samples are needed. Moreover, less is known about gene expression in response to fatal overdose. The primary goal of the present study was to compare gene expression in the dorsolateral prefrontal cortex (DLPFC) between brain samples of individuals who died of acute opioid intoxication and group-matched controls. Methods Postmortem tissue samples of the DLPFC from 153 deceased individuals (Mage = 35.4; 62% male; 77% European ancestry). Study groups included 72 brain samples from individuals who died of acute opioid intoxication, 53 psychiatric controls, and 28 normal controls. Whole transcriptome RNA-sequencing was used to generate exon counts, and differential expression was tested using limma-voom. Analyses were adjusted for relevant sociodemographic characteristics, technical covariates, and cryptic relatedness using quality surrogate variables. Weighted correlation network analysis and gene set enrichment analyses also were conducted. Results Two genes were differentially expressed in opioid samples compared to control samples. The top gene, NPAS4, was downregulated in opioid samples (log2FC = -2.47, adj. p = .049) and has been implicated in opioid, cocaine, and methamphetamine use. Weighted correlation network analysis revealed 15 gene modules associated with opioid overdose, though no intramodular hub genes were related to opioid overdose, nor were pathways related to opioid overdose enriched for differential expression. Conclusions Results provide preliminary evidence that NPAS4 is implicated in opioid overdose, and more research is needed to understand its role in opioid abuse and associated outcomes.
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Affiliation(s)
- David W. Sosnowski
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, 624 N. Broadway, Hampton House, Baltimore, MD 21205, United States
| | - Andrew E. Jaffe
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, 624 N. Broadway, Hampton House, Baltimore, MD 21205, United States
- Lieber Institute for Brain Development, United States
| | - Ran Tao
- Lieber Institute for Brain Development, United States
| | | | - Chang Shu
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, 624 N. Broadway, Hampton House, Baltimore, MD 21205, United States
- Department of Pediatrics, Columbia University Irving Medical Center, United States
| | | | - Joel E. Kleinman
- Lieber Institute for Brain Development, United States
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins School of Medicine, United States
| | | | - Brion S. Maher
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, 624 N. Broadway, Hampton House, Baltimore, MD 21205, United States
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19
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Hippocampus-sensitive and striatum-sensitive learning one month after morphine or cocaine exposure in male rats. Pharmacol Biochem Behav 2022; 217:173392. [PMID: 35513118 PMCID: PMC9796089 DOI: 10.1016/j.pbb.2022.173392] [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: 11/08/2021] [Revised: 04/23/2022] [Accepted: 04/27/2022] [Indexed: 12/31/2022]
Abstract
These experiments examined whether morphine and cocaine alter the balance between hippocampal and striatal memory systems measured long after drug exposure. Male rats received injections of morphine (5 mg/kg), cocaine (20 mg/kg), or saline for five consecutive days. One month later, rats were trained to find food on a hippocampus-sensitive place task or a striatum-sensitive response task. Relative to saline controls, morphine-treated rats exhibited impaired place learning but enhanced response learning; prior cocaine exposure did not significantly alter learning on either task. Another set of rats was trained on a dual-solution T-maze that can be solved with either place or response strategies. While a majority (67%) of control rats used place solutions, morphine treatment one month prior resulted in the exclusive use of response solutions (100%). Prior cocaine treatment did not significantly alter strategy selection. Molecular markers related to learning and drug abuse were measured in the hippocampus and striatum one month after drug exposure in behaviorally untested rats. Protein levels of glial-fibrillary acidic protein (GFAP), an intermediate filament specific to astrocytes, increased significantly in the hippocampus after morphine exposure, but not after cocaine exposure. Exposure to morphine or cocaine did not significantly change levels of brain-derived neurotrophic factor (BDNF) or a downstream target of BDNF signaling, glycogen synthase kinase 3β (GSK3β), in the hippocampus or striatum. Thus, exposure to morphine resulted in a long-lasting shift from hippocampal toward striatal dominance during learning, an effect that may be associated with lasting alterations in hippocampal astrocytes. Cocaine produced changes in the same direction, suggesting that use of a higher dose or longer duration of exposure might produce effects comparable to those seen with morphine.
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20
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Sönmez MB, Meriç IA, Sübay B, Görgülü Y. Relationship of Interoceptive Accuracy With Risky Decision-Making and Treatment Outcomes in Male Patients With Alcohol Use Disorder. J PSYCHOPHYSIOL 2022. [DOI: 10.1027/0269-8803/a000300] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
Abstract. Lower levels of interoceptive awareness (IA) may be present in individuals with substance use disorder (SUD), and damage to related brain regions caused by substance use may disrupt IA. Disturbance in the bodily feedback system may fail to engage in effective decision-making. This study focused on the premise that interoceptive accuracy (IAc), as the primary construct of IA, is implicated in SUD and that poor IAc is linked to risky decision-making and adversely affects treatment outcomes. Eighty-five patients with alcohol use disorder (AUD) (current severity: moderate or severe) and 87 healthy control subjects were enrolled in the present study. All participants performed the heart rate tracking task and a computerized version of the Iowa gambling task (IGT). Characteristics of patients’ addiction profiles were assessed with the Addiction Profile Index (API) Clinical Form. IAc and IGT scores of patients with AUD were lower than healthy controls. IGT scores of patients with low IAc were lower than those of patients with high IAc and decreased IAc is predictive of decreased IGT scores. No significant differences were determined in treatment outcomes at 3, 6, and 12 months after hospitalization between the low-IAc and high-IAc patient groups. Our results suggest that IAc is implicated in AUD and that poor IAc is predictive of increased risky decision-making. Risky decision-making that results in substance use may be partly related to a deficit in the interoceptive ability to guide behavior. Focus on IAc without reference to complex clinical case presentations in AUD makes it difficult to draw any definitive conclusions about the role of IAc in clinical outcomes.
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Affiliation(s)
| | - Işıl Avcu Meriç
- Department of Psychiatry, School of Medicine, Trakya University, Edirne, Turkey
- Department of Psychiatry, Tekirdağ Dr. İsmail Fehmi Cumalioğlu City Hospital, Tekirdağ, Turkey
| | - Büşra Sübay
- Department of Psychiatry, School of Medicine, Trakya University, Edirne, Turkey
- Department of Psychiatry, Acıbadem Etiler Outpatient Clinic, Istanbul, Turkey
| | - Yasemin Görgülü
- Department of Psychiatry, School of Medicine, Trakya University, Edirne, Turkey
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21
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Herlinger K, Lingford-Hughes A. Opioid use disorder and the brain: a clinical perspective. Addiction 2022; 117:495-505. [PMID: 34228373 DOI: 10.1111/add.15636] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2021] [Revised: 03/16/2021] [Accepted: 06/18/2021] [Indexed: 02/06/2023]
Abstract
Opioid use disorder (OUD) has gained increasing publicity and interest during recent years, with many countries describing problems of epidemic proportions with regard to opioid use and deaths related to opioids. While opioids are not themselves acutely neurotoxic, the chronic relapsing and remitting nature of this disorder means that individuals are often exposed to exogenous opioids for lengthy periods of time (either illicit or prescribed as treatment). We are increasingly characterizing the effect of such long-term opioid exposure on the brain. This narrative review aims to summarize the literature regarding OUD and the brain from a clinical perspective. Alterations of brain structure and function are discussed, as well as neurological and psychiatric disorders in OUD. Finally, we review current and new directions for assessment and treatment.
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Affiliation(s)
- Katherine Herlinger
- MRC Addiction Research Clinical Training Programme, Imperial College London, London, UK
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22
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Grassi G, Cecchelli C, Vignozzi L. Impulsivity, Decision-Making, and Reward System as Key Factors in Addiction. HANDBOOK OF SUBSTANCE MISUSE AND ADDICTIONS 2022:537-555. [DOI: 10.1007/978-3-030-92392-1_31] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/04/2025]
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Alvarez EE, Hafezi S, Bonagura D, Kleiman EM, Konova AB. A Proof-of-Concept Ecological Momentary Assessment Study of Day-Level Dynamics in Value-Based Decision-Making in Opioid Addiction. Front Psychiatry 2022; 13:817979. [PMID: 35664484 PMCID: PMC9156899 DOI: 10.3389/fpsyt.2022.817979] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/18/2021] [Accepted: 03/30/2022] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Drug addiction is thought to be characterized by risky and impulsive behavior despite harmful consequences. Whether these aspects of value-based decision-making in people with addiction are stable and trait-like, and the degree to which they vary within-person and are sensitive to changes in psychological state, remains unknown. In this pilot study, we examined the feasibility of distinguishing these state- vs. trait-like components by probing day-level dynamics of risk and time preferences in patients with opioid use disorder (OUD) as they engaged with their natural environment. METHODS Twenty-three individuals with OUD receiving outpatient treatment (40% female; M = 45.67 [SD = 13.16] years of age) and twenty-one matched healthy community controls (47% female; M = 49.67 [SD = 14.38] years of age) participated in a 28-day smartphone-based ecological momentary assessment study (1085 person days; M = 24.66, SD = 5.84). Random prompts administered daily assessed subjects' psychological state (e.g., mood) and economic preferences for real delayed and risky monetary rewards. RESULTS Subjects demonstrated dynamic decision-making preferences, with 40-53% of the variation in known risk and ambiguity tolerance, and 67% in discounting, attributable to between-person vs. within-person (day-to-day) differences. We found that changes in psychological state were related to changes in risk preferences, with patients preferring riskier offers on days they reported being in a better mood but no differences between groups in aggregate level behavior. By contrast, temporal discounting was increased overall in patients compared to controls and was unrelated to global mood. The study was well-tolerated, but compliance rates were moderate and lower in patients. CONCLUSION Our data support the idea that decision-making preferences in drug addiction exhibit substantial within-person variability and that this variability can be well-captured using remote data collection methods. Preliminary findings suggested that aspects of decision-making related to consideration of risk may be more sensitive to within-person change in global psychological state while those related to consideration of delay to reward, despite also being somewhat variable, stably differ from healthy levels. Identifying the cognitive factors that contribute to opioid use risk in a "real-world" setting may be important for identifying unique, time-sensitive targets for intervention.
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Affiliation(s)
- Emmanuel E Alvarez
- Department of Neuroscience, Robert Wood Johnson Medical School, Rutgers University-New Brunswick, Piscataway, NJ, United States.,Department of Psychiatry, Brain Health Institute, University Behavioral Health Care, Rutgers University-New Brunswick, Piscataway, NJ, United States
| | - Sahar Hafezi
- Department of Psychiatry, Brain Health Institute, University Behavioral Health Care, Rutgers University-New Brunswick, Piscataway, NJ, United States
| | - Darla Bonagura
- Department of Psychiatry, Brain Health Institute, University Behavioral Health Care, Rutgers University-New Brunswick, Piscataway, NJ, United States.,Department of Psychology, University of Tennessee, Knoxville, Knoxville, TN, United States
| | - Evan M Kleiman
- Department of Psychology, Rutgers University-New Brunswick, Piscataway, NJ, United States
| | - Anna B Konova
- Department of Psychiatry, Brain Health Institute, University Behavioral Health Care, Rutgers University-New Brunswick, Piscataway, NJ, United States
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Avcu Meriç I, Sönmez MB. Decision-making, interoceptive awareness and mindful attention awareness in male patients with alcohol use disorder. Cogn Neuropsychiatry 2022; 27:35-48. [PMID: 34874230 DOI: 10.1080/13546805.2021.2011183] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
INTRODUCTION Decision-making deficits in individuals with alcohol use disorder (AUD) may be partly related to their decreased interoceptive awareness (IA), which is associated with some aspects of mindfulness. METHODS 52 abstinent male inpatients with AUD (current severity: moderate or severe) and 52 healthy male volunteers performed the heart rate tracking task and a computerised version of the Iowa gambling task (IGT). Trait mindfulness was evaluated with the mindful attention awareness scale (MAAS). RESULTS Heartbeat perception (HBP), MAAS, and IGT scores of patients with AUD were significantly lower than those of healthy controls. The difference between groups with respect to IGT scores did not remain significant after controlling for the covariates, and HBP scores were linked significantly to the subjects' IGT performance. HBP scores significantly predicted IGT scores of both the overall sample and patients. MAAS scores did not correlate significantly with HBP and IGT scores in either the patient or control group. CONCLUSION It is possible that IA plays a role in decision-making and decreased interoceptive accuracy is a predictor of impaired decision-making in individuals with AUD. More empirical data are needed to develop a better insight into the relationship between IA and multi-dimensional nature of mindfulness.
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Affiliation(s)
- Işıl Avcu Meriç
- Department of Psychiatry, School of Medicine, Trakya University, Edirne, Turkey
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25
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Yao YW, Zhang JT, Fang XY, Liu L, Potenza MN. Reward-related decision-making deficits in internet gaming disorder: a systematic review and meta-analysis. Addiction 2022; 117:19-32. [PMID: 33861888 DOI: 10.1111/add.15518] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/15/2020] [Revised: 01/22/2021] [Accepted: 04/07/2021] [Indexed: 12/17/2022]
Abstract
AIMS To estimate the aggregated effect sizes of reward-related decision-making deficits in internet gaming disorder (IGD) and to explore potential moderators on the variability of effect sizes across studies. DESIGN Review of peer-reviewed studies comparing reward-related decision-making performance between IGD and control participants identified via PubMed, Web of Science and ProQuest databases. Random-effects modeling was conducted using Hedge's g as the effect size (ES). The effects of decision-making situation, valence, sample type, testing environment, IGD severity and self-reported impulsivity on decision-making differences were examined by moderator analyses. SETTING No restrictions on location. PARTICIPANTS Twenty-four studies (20 independent samples) were included in the meta-analysis, resulting in 604 IGD and 641 control participants and 35 ESs. MEASURES Reward-related decision-making differences between IGD and control groups. FINDINGS The overall ES for decision-making deficits in IGD was small (g = -0.45, P < 0.01). The effects were comparable across risky, ambiguous and inter-temporal decision-making. Larger aggregate ESs were identified for pure-gain and mixed compared with pure-loss decision-making. Studies based on clinical and community samples showed similar effects. No significant difference between behavioral studies and those with extra measurements was observed. Decision-making alterations were not closely associated with IGD severity or self-reported impulsivity differences at the study level. CONCLUSIONS Internet gaming disorder appears to be consistently associated with reward-related decision-making deficits.
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Affiliation(s)
- Yuan-Wei Yao
- Department of Education and Psychology, Freie Universität Berlin, Berlin, Germany.,Einstein Center for Neurosciences Berlin, Charité - Universitätsmedizin Berlin, Germany.,Berlin School of Mind and Brain, Humboldt-Universität zu Berlin, Berlin, Germany
| | - Jin-Tao Zhang
- State Key Laboratory of Cognitive Neuroscience and Learning and IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing, China.,Center for Collaboration and Innovation in Brain and Learning Sciences, Beijing Normal University, Beijing, China
| | - Xiao-Yi Fang
- Institute of Developmental Psychology, Beijing Normal University, Beijing, China
| | - Lu Liu
- Department of Decision Neuroscience and Nutrition, German Institute of Human Nutrition (DIfE), Nuthetal, Germany
| | - Marc N Potenza
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA.,Child Study Center, Yale University School of Medicine, New Haven, CT, USA.,Department of Neuroscience, Yale University School of Medicine, New Haven, CT, USA.,Connecticut Mental Health Center, New Haven, CT, USA.,Council on Problem Gambling, Wethersfield, CT, USA
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26
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Janke E, Groh A, Mühle C, Dürsteler-MacFarland KM, Wiesbeck GA, Kornhuber J, Jahn K, Groeschl M, Lichtinghagen R, Frieling H, Bleich S, Hillemacher T, Lenz B, Heberlein A. Association of Testosterone Levels and Steroid 5-Alpha-Reductase 2 Polymorphisms with Opioid Craving. Neuropsychobiology 2021; 80:64-73. [PMID: 32659769 DOI: 10.1159/000508681] [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: 08/23/2019] [Accepted: 05/05/2020] [Indexed: 11/19/2022]
Abstract
BACKGROUND/AIMS Opioid dependence is a severe disease which is associated with a high risk of relapse, even in cases of successful withdrawal therapy. Studies have shown alterations of the hypothalamic-pituitary-gonadal axis in opioid-dependent patients, such as decreased testosterone serum levels in affected males. Sex hormones and the steroid 5-alpha-reductase 2 (SRD5A2) V89L polymorphism are associated with craving during alcohol withdrawal, but little is known about their impact on symptomatology of opioid dependence. METHODS In this study, we analyzed 2 independent male cohorts of opioid-dependent patients for possible alterations in testosterone serum levels compared to non-opioid-dependent controls. In one of the cohorts, we additionally investigated associations of testosterone serum levels and 3 SRD5A2 polymorphisms with symptoms of opioid dependence, measured by the Heroin Craving Questionnaire (HCQ). RESULTS In the patient groups, we found significantly decreased testosterone serum levels compared to the control groups. Furthermore, we found significant associations of both the testosterone serum levels and the SRD5A2 V89L polymorphism with opioid craving assessed by the HCQ. CONCLUSION Our data show a possible role of testosterone metabolism in opioid dependence, which may be relevant for the establishment of future treatment strategies.
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Affiliation(s)
- Eva Janke
- Department of Psychiatry, Social Psychiatry and Psychotherapy, Medical School Hannover, Hannover, Germany
| | - Adrian Groh
- Department of Psychiatry, Social Psychiatry and Psychotherapy, Medical School Hannover, Hannover, Germany,
| | - Christiane Mühle
- Department of Psychiatry and Psychotherapy, Friedrich-Alexander University Erlangen-Nürnberg (FAU), Erlangen, Germany
| | | | | | - Johannes Kornhuber
- Department of Psychiatry and Psychotherapy, Friedrich-Alexander University Erlangen-Nürnberg (FAU), Erlangen, Germany
| | - Kirsten Jahn
- Department of Psychiatry, Social Psychiatry and Psychotherapy, Medical School Hannover, Hannover, Germany
| | | | - Ralf Lichtinghagen
- Institute of Clinical Chemistry, Medical School Hannover, Hannover, Germany
| | - Helge Frieling
- Department of Psychiatry, Social Psychiatry and Psychotherapy, Medical School Hannover, Hannover, Germany
| | - Stefan Bleich
- Department of Psychiatry, Social Psychiatry and Psychotherapy, Medical School Hannover, Hannover, Germany
| | - Thomas Hillemacher
- Department of Psychiatry, Social Psychiatry and Psychotherapy, Medical School Hannover, Hannover, Germany.,Department of Psychiatry and Psychotherapy, Paracelsus Medical University Nuremberg, Nuremberg, Germany
| | - Bernd Lenz
- Department of Psychiatry and Psychotherapy, Friedrich-Alexander University Erlangen-Nürnberg (FAU), Erlangen, Germany.,Department of Addictive Behavior and Addiction Medicine, Central Institute of Mental Health (CIMH), Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Annemarie Heberlein
- Department of Psychiatry, Social Psychiatry and Psychotherapy, Medical School Hannover, Hannover, Germany
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27
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Canning JR, Schallert MR, Larimer ME. A Systematic Review of the Balloon Analogue Risk Task (BART) in Alcohol Research. Alcohol Alcohol 2021; 57:85-103. [PMID: 33592622 DOI: 10.1093/alcalc/agab004] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2020] [Revised: 12/07/2020] [Accepted: 01/08/2021] [Indexed: 11/15/2022] Open
Abstract
Risk-taking propensity has been crucial to the investigation of alcohol use and consequences. One measure, the balloon analogue risk task (BART), has been used consistently over the past two decades. However, it is unclear how this measure is related to alcohol outcomes. This paper systematically reviews the literature on the BART and alcohol outcomes. First, direct associations between the BART and alcohol use are reviewed including correlations, group comparisons, the BART's prediction of alcohol outcomes and BART performance after consuming alcohol. Then, potential moderators that explain when and for whom the BART is related to alcohol outcomes are reviewed. Finally, potential mechanisms that explain how the BART and alcohol outcomes are related are reviewed. This review reveals patterns in the BART suggesting risk-taking propensity may be related to changes in alcohol use over time; however, there is little evidence to suggest BART scores increase after consuming alcohol. Yet, additional research suggests adjusted average pump scores may be too simplistic for the amount of information the BART captures and understanding individual's patterns of responses on the BART is important for investigating its relation to alcohol outcomes. Finally, this review opens up several future directions for research to understand how risk-taking propensity is related to alcohol outcomes.
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Affiliation(s)
- Jessica R Canning
- Department of Psychology, University of Washington, Seattle, WA, USA
| | - Macey R Schallert
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, USA
| | - Mary E Larimer
- Department of Psychology, University of Washington, Seattle, WA, USA.,Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, USA
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28
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Herlinger K, Lingford-Hughes A. Addressing unmet needs in opiate dependence: supporting detoxification and advances in relapse prevention. BJPSYCH ADVANCES 2021. [DOI: 10.1192/bja.2020.98] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
SUMMARY
Despite record-breaking numbers of opiate related deaths in the UK in 2019, pharmacological management of opiate dependence has evolved little since the advent of methadone in 1965. Along with harm minimisation and psychosocial interventions, the mainstay of pharmacological treatment remains opioid substitution therapy (OST) using methadone or buprenorphine, with many patients receiving OST for many years. Even with these treatments, opiate users continue to face mortality risks 12 times higher than the general population, and emerging evidence suggests that individuals who remain on long-term OST present with a range of physical and cognitive impairments. Therefore, with a growing ageing opiate dependent population who would benefit from detoxification from OST, this article provides an overview of the current state of opiate dependence in clinical practice, explores the reasons why availability and acceptability of detoxification pathways are declining, and discusses emerging pharmacological therapies that could provide benefit in relapse prevention.
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29
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Sübay B, Sönmez MB. Interoceptive Awareness, Decision-Making and Impulsiveness in Male Patients with Alcohol or Opioid Use Disorder. Subst Use Misuse 2021; 56:1275-1283. [PMID: 33985408 DOI: 10.1080/10826084.2021.1914108] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
BACKGROUND The present study was prepared on the assumption that interoceptive awareness (IA) and decision-making processes are implicated in addiction, and that somatic feedback plays an important role in decision-making. METHODS The study participants included 80 abstinent male inpatients with alcohol use disorder (n = 40) or opioid use disorder (n = 40) according to DSM-5 criteria (current severity: moderate or severe), along with 40 healthy male volunteers. All participants performed the heart rate tracking task as an objective physiological performance measure of IA and a computerized version of the Iowa gambling task (IGT) as a validated measure of decision-making. Impulsiveness was assessed using the Barratt Impulsiveness Scale 11 (BIS-11). Craving was evaluated with the Penn Alcohol Craving Scale (PACS) or Substance Craving Scale (SCS). RESULTS (1) Heartbeat perception (HBP) and IGT scores were similar between the patients with alcohol or opioid addiction, being significantly lower than those in the control group, and the difference remained significant even when controlling for the factors that were significant in bivariate analyses; (2) HBP scores of patients correlated significantly with IGT scores, even when controlling the effect of the related variables; (3) BIS-11 scores of patients negatively correlated significantly with HBP scores and did not correlate significantly with IGT scores; and (4) PACS/SCS scores did not correlate significantly with HBP and IGT scores. CONCLUSIONS Our findings support the hypothesis that IA and decision-making processes are implicated in addiction and that decreased IA is associated with impaired decision-making.
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Affiliation(s)
- Büşra Sübay
- School of Medicine, Department of Psychiatry, Trakya University, Edirne, Turkey
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30
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Recovery of reward function in problematic substance users using a combination of robotics, electrophysiology, and TMS. Int J Psychophysiol 2020; 158:288-298. [DOI: 10.1016/j.ijpsycho.2020.08.008] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2020] [Revised: 08/12/2020] [Accepted: 08/24/2020] [Indexed: 02/08/2023]
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31
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Luciana M. Risks versus consequences of adolescent and young adult substance use: A focus on executive control. CURRENT ADDICTION REPORTS 2020; 7:453-463. [PMID: 33816055 PMCID: PMC8014909 DOI: 10.1007/s40429-020-00341-9] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/10/2020] [Indexed: 12/24/2022]
Abstract
PURPOSE OF REVIEW This review examines the role of executive control processes in the liability for substance misuse and whether substance use, once initiated, leads to subsequent decrements as proposed by neurotoxicity models of substance use disorder (SUD). RECENT FINDINGS As indicated by a number of recent meta-analyses, executive control processes, which include working memory, cognitive flexibility and numerous aspects of attentional, behavioral and emotional control, are impaired in the context of active SUD. Longitudinal studies of behaviorally disinhibited children, individuals with familial risks for SUD, and twins within whom genetic versus environmental influences on behavior can be modeled robustly indicate that relatively poor control is a vulnerability factor for early substance use initiation, binge patterns of use, and subsequent SUD. Evidence of further declines in executive control, once substance use is initiated, is mixed, although a growing number of neuroimaging studies indicate that frontostriatal, frontolimbic, and frontocerebellar systems are altered as a consequence of use. SUMMARY Together these patterns suggest strategies for identifying children and adolescents at high risk for SUD, avenues through which substance-related neurotoxicities can be more reliably detected, and the need to structure prevention efforts in a manner that is developmentally appropriate and perhaps personalized to individual vulnerabilities.
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Affiliation(s)
- Monica Luciana
- Department of Psychology, University of Minnesota, Minneapolis MN, 55455 USA
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32
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Díaz Batanero C, Sanchez-Garcia M, Fernández-Calderón F, Lozano OM. Decision making in substance use disorder patients: Reliability, convergent validity and sensitivity to change of a new behavioral measure. J Clin Exp Neuropsychol 2020; 42:998-1009. [PMID: 33153371 DOI: 10.1080/13803395.2020.1840519] [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: 10/23/2022]
Abstract
OBJECTIVE The Iowa Gambling Task (IGT) and the Delay Discounting Test (DDT) are two of the most widely used decision-making tests within the field of addiction research. The IGT creates a context of uncertainty where immediate rewards or long-term benefits are chosen, whilst the DDT measures the change in value of a reward as the time taken to obtain it increases. The objective of this study was to analyze the psychometric properties of a new task: Deciding about your health (DAYH), which integrates both components. METHOD Longitudinal observational study. The sample was composed of 97 patients being treated for cocaine use disorder. The DAYH, IGT, DDT and other instruments for measuring dependence severity were administered. Relapse was evaluated within 3 and 6 months after the baseline assessment. RESULTS Reliability was indicated by an intraclass correlation coefficient (r) of. 80. DAYH scores showed significant relationships with IGT (r = -.237; p <.05), although not with DDT (r =.048) scores. A relationship was also found between DAYH and dependency severity (r = -.213; p <.05) and craving (r = -.231; p <.05). The DAYH scores showed sensitivity to change, and the capacity to predict relapse. CONCLUSIONS These findings indicate the utility of DAYH for exploring decision-making in patients with substance use disorders. The relationships with IGT and DDT also indicate the need to further investigate how decisions are made in various contexts of choice.
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Affiliation(s)
- C Díaz Batanero
- Department of Clinical and Experimental Psychology, University of Huelva , Huelva, Spain.,Research Center for Natural Resources, Health and the Environment, University of Huelva , Huelva, Spain
| | - M Sanchez-Garcia
- Department of Clinical and Experimental Psychology, University of Huelva , Huelva, Spain.,Research Center for Natural Resources, Health and the Environment, University of Huelva , Huelva, Spain
| | - Fermín Fernández-Calderón
- Department of Clinical and Experimental Psychology, University of Huelva , Huelva, Spain.,Research Center for Natural Resources, Health and the Environment, University of Huelva , Huelva, Spain
| | - O M Lozano
- Department of Clinical and Experimental Psychology, University of Huelva , Huelva, Spain.,Research Center for Natural Resources, Health and the Environment, University of Huelva , Huelva, Spain
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Chromatin accessibility mapping of the striatum identifies tyrosine kinase FYN as a therapeutic target for heroin use disorder. Nat Commun 2020; 11:4634. [PMID: 32929078 PMCID: PMC7490718 DOI: 10.1038/s41467-020-18114-3] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2019] [Accepted: 08/04/2020] [Indexed: 12/30/2022] Open
Abstract
The current opioid epidemic necessitates a better understanding of human addiction neurobiology to develop efficacious treatment approaches. Here, we perform genome-wide assessment of chromatin accessibility of the human striatum in heroin users and matched controls. Our study reveals distinct neuronal and non-neuronal epigenetic signatures, and identifies a locus in the proximity of the gene encoding tyrosine kinase FYN as the most affected region in neurons. FYN expression, kinase activity and the phosphorylation of its target Tau are increased by heroin use in the post-mortem human striatum, as well as in rats trained to self-administer heroin and primary striatal neurons treated with chronic morphine in vitro. Pharmacological or genetic manipulation of FYN activity significantly attenuates heroin self-administration and responding for drug-paired cues in rodents. Our findings suggest that striatal FYN is an important driver of heroin-related neurodegenerative-like pathology and drug-taking behavior, making FYN a promising therapeutic target for heroin use disorder. Epigenetic mechanisms have emerged as contributors to the molecular impairments caused by exposure to environmental factors such as abused substances. Here the authors perform epigenetic profiling of the striatum and identify the tyrosine kinase FYN is an important driver of neurodegenerative-like pathology and drug-taking behaviour.
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34
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Risky decision-making in individuals with substance use disorder: A meta-analysis and meta-regression review. Psychopharmacology (Berl) 2020; 237:1893-1908. [PMID: 32363438 DOI: 10.1007/s00213-020-05506-y] [Citation(s) in RCA: 40] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/08/2019] [Accepted: 03/10/2020] [Indexed: 01/06/2023]
Abstract
BACKGROUND This review aims to identify whether risky decision-making is increased in substance users, and the impact of substance type, polysubstance use status, abstinence period, and treatment status on risky decision-making. METHODS A literature search with no date restrictions was conducted to identify case-control studies or cross-sectional studies that used behavioral tasks to measure risky decision-making in substance users. A random-effects model was performed. GRADE criteria was used to assess the quality of evidence. RESULTS 52 studies were enrolled. The result showed that the difference in risky decision-making performance between user groups and control groups was significant (SMD = - 0.590; 95%CI = - 0.849 to - 0.330; p < 0.001; I2 = 93.4%; Pheterogeneity < 0.001). Subgroup analysis showed that users in the subgroups of alcohol (p < 0.001), tobacco (p < 0.01), cocaine (p < 0.001), opioid (p < 0.001), mixed group (p < 0.01), adult users (p < 0.001), small sample size (p < 0.001), large sample size (p < 0.01), low education (p < 0.001), high education (p < 0.001), short-abstinence period (p < 0.001), long-abstinence period (p < 0.001), without current polysubstance dependence (p < 0.001), and with treatment (p < 0.001) had increased risky decision-making when compared to the controls. On the other hand, elderly substance users with short-abstinence period showed increased risky decision-making. Moreover, current treatment status and polysubstance use may not influence the level of decision-making in substance users. CONCLUSIONS The results show that substance use is associated with impaired risky decision-making, indicating that interventions targeting risky decision-making in substance users should be developed for relapse prevention and rehabilitation.
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35
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Flayelle M, Verbruggen F, Schiel J, Vögele C, Maurage P, Billieux J. Non‐problematic and problematic binge‐watchers do not differ on prepotent response inhibition: A preregistered pilot experimental study. HUMAN BEHAVIOR AND EMERGING TECHNOLOGIES 2020. [DOI: 10.1002/hbe2.194] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
- Maèva Flayelle
- Institute for Health and Behaviour, Department of Behavioural and Cognitive SciencesUniversity of Luxembourg Esch‐sur‐Alzette Luxembourg
- Institute of PsychologyUniversity of Lausanne Lausanne Switzerland
| | | | - Julie Schiel
- Institute for Health and Behaviour, Department of Behavioural and Cognitive SciencesUniversity of Luxembourg Esch‐sur‐Alzette Luxembourg
| | - Claus Vögele
- Institute for Health and Behaviour, Department of Behavioural and Cognitive SciencesUniversity of Luxembourg Esch‐sur‐Alzette Luxembourg
| | - Pierre Maurage
- Louvain Experimental Psychopathology Research Group (LEP), Psychological Sciences Research InstituteUCLouvain Louvain‐La‐Neuve Belgium
| | - Joël Billieux
- Institute for Health and Behaviour, Department of Behavioural and Cognitive SciencesUniversity of Luxembourg Esch‐sur‐Alzette Luxembourg
- Institute of PsychologyUniversity of Lausanne Lausanne Switzerland
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Abstract
In this targeted review, we summarize current knowledge on substance-use disorder
(SUD)-related cognitive deficits, the link between these deficits and clinical outcomes,
and the cognitive training, remediation, and pharmacological approaches that have the
potential to rescue cognition. We conclude that: (i) people with SUDs have moderate
deficits in memory, attention, executive functions, and decision-making (including
reward expectancy, valuation, and learning); (ii) deficits in higher-order executive
functions and decision-making are significant predictors of relapse; (iii) cognitive
training programs targeting reward-related appetitive biases, cognitive remediation
strategies targeting goal-based decision-making, and pharmacotherapies targeting memory,
attention, and impulsivity have potential to rescue SUD-related cognitive deficits. We
suggest avenues for future research, including developing brief, clinically oriented
harmonized cognitive testing suites to improve individualized prediction of treatment
outcomes; computational modeling that can achieve deep phenotyping of cognitive subtypes
likely to respond to different interventions; and phenotype-targeted cognitive,
pharmacological, and combined interventions. We conclude with a tentative model of
neuroscience-informed precision medicine.
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Affiliation(s)
| | - Gloria Garcia-Fernandez
- Turner Institute for Brain and Mental Health, Monash University, Melbourne, Australia; Department of Psychology, University of Oviedo, Spain
| | - Geert Dom
- Collaborative Antwerp Psychiatric Research Institute (CAPRI), Antwerp University (UA), Antwerp, Belgium
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37
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Konova AB, Lopez-Guzman S, Urmanche A, Ross S, Louie K, Rotrosen J, Glimcher PW. Computational Markers of Risky Decision-making for Identification of Temporal Windows of Vulnerability to Opioid Use in a Real-world Clinical Setting. JAMA Psychiatry 2020; 77:368-377. [PMID: 31812982 PMCID: PMC6902203 DOI: 10.1001/jamapsychiatry.2019.4013] [Citation(s) in RCA: 36] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
IMPORTANCE Opioid addiction is a major public health problem. Despite availability of evidence-based treatments, relapse and dropout are common outcomes. Efforts aimed at identifying reuse risk and gaining more precise understanding of the mechanisms conferring reuse vulnerability are needed. OBJECTIVE To use tools from computational psychiatry and decision neuroscience to identify changes in decision-making processes preceding opioid reuse. DESIGN, SETTING, AND PARTICIPANTS A cohort of individuals with opioid use disorder were studied longitudinally at a community-based treatment setting for up to 7 months (1-15 sessions per person). At each session, patients completed a risky decision-making task amenable to computational modeling and standard clinical assessments. Time-lagged mixed-effects logistic regression analyses were used to assess the likelihood of opioid use between sessions (t to t + 1; within the subsequent 1-4 weeks) from data acquired at the current session (t). A cohort of control participants completed similar procedures (1-5 sessions per person), serving both as a baseline comparison group and an independent sample in which to assess measurement test-retest reliability. Data were analyzed between January 1, 2018, and September 5, 2019. MAIN OUTCOMES AND MEASURES Two individual model-based behavioral markers were derived from the task completed at each session, capturing a participant's current tolerance of known risks and ambiguity (partially unknown risks). Current anxiety, craving, withdrawal, and nonadherence were assessed via interview and clinic records. Opioid use was ascertained from random urine toxicology tests and self-reports. RESULTS Seventy patients (mean [SE] age, 44.7 [1.3] years; 12 women and 58 men [82.9% male]) and 55 control participants (mean [SE] age, 42.4 [1.5] years; 13 women and 42 men [76.4% male]) were included. Of the 552 sessions completed with patients (mean [SE], 7.89 [0.59] sessions per person), 252 (45.7%) directly preceded opioid use events (mean [SE], 3.60 [0.44] sessions per person). From the task parameters, only ambiguity tolerance was significantly associated with increased odds of prospective opioid use (adjusted odds ratio, 1.37 [95% CI, 1.07-1.76]), indicating patients were more tolerant specifically of ambiguous risks prior to these use events. The association of ambiguity tolerance with prospective use was independent of established clinical factors (adjusted odds ratio, 1.29 [95% CI, 1.01-1.65]; P = .04), such that a model combining these factors explained more variance in reuse risk. No significant differences in ambiguity tolerance were observed between patients and control participants, who completed 197 sessions (mean [SE], 3.58 [0.21] sessions per person); however, patients were more tolerant of known risks (B = 0.56 [95% CI, 0.05-1.07]). CONCLUSIONS AND RELEVANCE Computational approaches can provide mechanistic insights about the cognitive factors underlying opioid reuse vulnerability and may hold promise for clinical use.
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Affiliation(s)
- Anna B. Konova
- Brain Health Institute, Department of Psychiatry, University Behavioral Health Care, Rutgers University–New Brunswick, Piscataway, New Jersey,Neuroscience Institute, New York University School of Medicine, New York
| | - Silvia Lopez-Guzman
- Neuroscience Institute, New York University School of Medicine, New York,,Grupo de Investigación en Neurociencias, Neuros Group, Escuela de Medicina y Ciencias de la Salud, Universidad del Rosario, Bogotá, Colombia
| | - Adelya Urmanche
- Department of Psychiatry, New York University School of Medicine, New York
| | - Stephen Ross
- Department of Psychiatry, New York University School of Medicine, New York
| | - Kenway Louie
- Neuroscience Institute, New York University School of Medicine, New York,,Center for Neural Science, New York University, New York
| | - John Rotrosen
- Department of Psychiatry, New York University School of Medicine, New York
| | - Paul W. Glimcher
- Neuroscience Institute, New York University School of Medicine, New York,,Department of Psychiatry, New York University School of Medicine, New York
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Terrett G, Mercuri K, Pizarro-Campagna E, Hugrass L, Curran HV, Henry JD, Rendell PG. Social cognition impairments in long-term opiate users in treatment. J Psychopharmacol 2020; 34:254-263. [PMID: 31556782 DOI: 10.1177/0269881119875981] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
BACKGROUND Long-term opiate users experience pervasive social difficulties, but there has been surprisingly limited research focused on social-cognitive functioning in this population. AIM The aim of this study was to investigate whether three important aspects of social cognition (facial emotion recognition, theory of mind (ToM) and rapid facial mimicry) differ between long-term opiate users and healthy controls. METHODS The participants were 25 long-term opiate users who were enrolled in opiate substitution programmes, and 25 healthy controls. Facial emotion recognition accuracy was indexed by responses to 60 photographs of faces depicting the six basic emotions (happiness, sadness, anger, fear, surprise and disgust). ToM was assessed using the Reading the Mind in the Eyes task, which requires participants to infer mental states of others from partial facial cues. Rapid facial mimicry was assessed by recording activity in the zygomaticus major and corrugator supercilii muscle regions while participants passively viewed images of happy and angry facial expressions. RESULTS Relative to the control group, the opiate user group exhibited deficits in both facial emotion recognition and ToM. Moreover, only control participants exhibited typical rapid facial mimicry responses to happy facial expressions. CONCLUSIONS These data indicate that long-term opiate users exhibit abnormalities in three distinct areas of social-cognitive processing, pointing to the need for additional work to establish how social-cognitive functioning relates to functional outcomes in this group. Such work may ultimately inform the development of interventions aimed at improving treatment outcomes for long-term opiate users.
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Affiliation(s)
- Gill Terrett
- Cognition and Emotion Research Centre, School of Psychology, Australian Catholic University, Fitzroy, VIC, Australia
| | - Kimberly Mercuri
- Cognition and Emotion Research Centre, School of Psychology, Australian Catholic University, Fitzroy, VIC, Australia
| | - Elizabeth Pizarro-Campagna
- Cognition and Emotion Research Centre, School of Psychology, Australian Catholic University, Fitzroy, VIC, Australia
| | - Laila Hugrass
- Cognition and Emotion Research Centre, School of Psychology, Australian Catholic University, Fitzroy, VIC, Australia
| | - H Valerie Curran
- Clinical Psychopharmacology Unit, University College London, London, UK
| | - Julie D Henry
- School of Psychology, University of Queensland, Brisbane, QLD, Australia
| | - Peter G Rendell
- Cognition and Emotion Research Centre, School of Psychology, Australian Catholic University, Fitzroy, VIC, Australia
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A computational model of the Cambridge gambling task with applications to substance use disorders. Drug Alcohol Depend 2020; 206:107711. [PMID: 31735532 PMCID: PMC6980771 DOI: 10.1016/j.drugalcdep.2019.107711] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/26/2019] [Revised: 10/07/2019] [Accepted: 10/08/2019] [Indexed: 02/07/2023]
Abstract
BACKGROUND Impulsivity is central to all forms of externalizing psychopathology, including problematic substance use. The Cambridge Gambling task (CGT) is a popular neurocognitive task used to assess impulsivity in both clinical and healthy populations. However, the traditional methods of analysis in the CGT do not fully capture the multiple cognitive mechanisms that give rise to impulsive behavior, which can lead to underpowered and difficult-to-interpret behavioral measures. OBJECTIVES The current study presents the cognitive modeling approach as an alternative to traditional methods and assesses predictive and convergent validity across and between approaches. METHODS We used hierarchical Bayesian modeling to fit a series of cognitive models to data from healthy controls (N = 124) and individuals with histories of substance use disorders (Heroin: N = 79; Amphetamine: N = 76; Polysubstance: N = 103; final total across groups N = 382). Using Bayesian model comparison, we identified the best fitting model, which was then used to identify differences in cognitive model parameters between groups. RESULTS The cognitive modeling approach revealed differences in quality of decision making and impulsivity between controls and individuals with substance use disorders that traditional methods alone did not detect. Crucially, convergent validity between traditional measures and cognitive model parameters was strong across all groups. CONCLUSION The cognitive modeling approach is a viable method of measuring the latent mechanisms that give rise to choice behavior in the CGT, which allows for stronger statistical inferences and a better understanding of impulsive and risk-seeking behavior.
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Kruyer A, Chioma VC, Kalivas PW. The Opioid-Addicted Tetrapartite Synapse. Biol Psychiatry 2020; 87:34-43. [PMID: 31378302 PMCID: PMC6898767 DOI: 10.1016/j.biopsych.2019.05.025] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/26/2019] [Revised: 05/29/2019] [Accepted: 05/30/2019] [Indexed: 12/17/2022]
Abstract
Opioid administration in preclinical models induces long-lasting adaptations in reward and habit circuitry. The latest research demonstrates that in the nucleus accumbens, opioid-induced excitatory synaptic plasticity involves presynaptic and postsynaptic elements as well as adjacent astroglial processes and the perisynaptic extracellular matrix. We outline opioid-induced modifications within each component of the tetrapartite synapse and provide a neurobiological perspective on how these adaptations converge to produce addiction-related behaviors in rodent models. By incorporating changes observed at each of the excitatory synaptic compartments into a unified framework of opioid-induced glutamate dysregulation, we highlight new avenues for restoring synaptic homeostasis that might limit opioid craving and relapse vulnerability.
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Affiliation(s)
- Anna Kruyer
- Department of Neuroscience, Medical University of South Carolina, Charleston, South Carolina
| | - Vivian C Chioma
- Department of Neuroscience, Medical University of South Carolina, Charleston, South Carolina
| | - Peter W Kalivas
- Department of Neuroscience, Medical University of South Carolina, Charleston, South Carolina.
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Joseph JW, Marshall KD, Reich BE, Boyle KL, Hill KP, Weiner SG, Derse AR. How Emergency Physicians Approach Refusal of Observation after Naloxone Resuscitation. J Emerg Med 2020; 58:148-159. [PMID: 31753755 DOI: 10.1016/j.jemermed.2019.09.021] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2019] [Revised: 09/03/2019] [Accepted: 09/13/2019] [Indexed: 11/15/2022]
Abstract
BACKGROUND Patients who are resuscitated with naloxone frequently refuse a period of observation, even though they may be suffering from a variety of medical and psychiatric comorbidities. Emergency physicians (EPs) are then confronted with the challenge of how best to serve patients' interests while respecting autonomy. OBJECTIVES We sought to characterize how EPs think about this kind of dilemma and the strategies they use to resolve them. METHODS We conducted qualitative semi-structured interviews with a convenience sample of 59 emergency physicians attending the American College of Emergency Physicians' Scientific Assembly in October 2018. Three case vignettes highlighting different clinical and ethical features served as prompts. Interviews were analyzed using a constant comparative method to identify patterns of responses and derive key themes. RESULTS Across the vignettes, EPs demonstrated diverse approaches to observation, assessing decision-making capacity and encouraging compliance. Some EPs refused to comply with a patient's wishes even when they had determined a patient demonstrated capacity. Conversely, a few EPs were willing to allow patients to leave the emergency department (ED) without assessing capacity, or despite determining that the patient lacked capacity. Common reasons for complying with patients' demands were concerns about the patients' rights and concerns about the safety of staff. Most physicians interviewed reported no institutional guidelines or education on the topic, and many physicians expressed an interest in providing medication for addiction treatment in the ED. CONCLUSIONS EPs approach this clinical and ethical dilemma in widely divergent ways. Consensus about strategies for navigating patients' wishes relative to clinical concerns are needed to help EPs manage these challenging cases.
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Affiliation(s)
- Joshua W Joseph
- Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston, Massachusetts; Harvard Medical School, Boston, Massachusetts
| | - Kenneth D Marshall
- Department of Emergency Medicine, University of Kansas Health System, Kansas City, Kansas; University of Kansas Medical School, Kansas City, Kansas
| | - Betzalel E Reich
- Department of Emergency Medicine, Mayo Clinic, Rochester, Minnesota
| | - Katherine L Boyle
- Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston, Massachusetts; Harvard Medical School, Boston, Massachusetts
| | - Kevin P Hill
- Harvard Medical School, Boston, Massachusetts; Division of Addiction Psychiatry, Beth Israel Deaconess Medical Center, Boston, Massachusetts
| | - Scott G Weiner
- Harvard Medical School, Boston, Massachusetts; Department of Emergency Medicine, Brigham and Women's Hospital, Boston, Massachusetts
| | - Arthur R Derse
- Center for Bioethics and Medical Humanities, Institute for Health and Society, Milwaukee, Wisconsin; Department of Emergency Medicine, Medical College of Wisconsin, Milwaukee, Wisconsin
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Gómez-Bujedo J, Lozano ÓM, Pérez-Moreno PJ, Lorca-Marín JA, Fernández-Calderón F, Diaz-Batanero C, Moraleda-Barreno E. Personality Traits and Impulsivity Tasks Among Substance Use Disorder Patients: Their Relations and Links With Retention in Treatment. Front Psychiatry 2020; 11:566240. [PMID: 33101084 PMCID: PMC7506060 DOI: 10.3389/fpsyt.2020.566240] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/25/2020] [Accepted: 08/19/2020] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND Various authors have described the elements of impulsive approach and inhibitory control in drug users. These two components have been studied in terms of personality traits, performance on tasks that measure impulsive behavior, and neurophysiology. However, few studies have analyzed the association between these constructs. Thus, the aim of the present study is to analyze the associations between personality traits and performance on impulsivity tasks. METHODS A follow-up study was conducted with a baseline assessment at the beginning and end of treatment. The sample was composed of 121 patients undergoing treatment in therapeutic communities. Personality domains were evaluated through the PID-5. The impulsivity tasks employed were the Iowa Gambling Task (IGT), Delay Discounting Test (DDT), Go/No-Go and Stroop test. RESULTS A correlation was found between DDT scores and the domains of detachment (r = -.315; p<.01), antagonism (r = -.294; p<.01), and disinhibition (r = .215; p<.05). Performance on the Stroop task was significantly associated with psychoticism (r = .232; p<.05) and negative affect (r = .212; p<.05). Multivariate analysis revealed that IGT scores and negative affect predict retention in treatment. CONCLUSIONS These findings partially support the hypothesized association between sensation-seeking personality traits and detachment with impulsive choice tasks; and the relationships between negative affect and psychoticism traits with performance on inhibitory control tasks. Further, impulsive choice task scores and negative affect are both shown to predict retention in treatment.
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Kriegler J, Wegener S, Richter F, Scherbaum N, Brand M, Wegmann E. Decision making of individuals with heroin addiction receiving opioid maintenance treatment compared to early abstinent users. Drug Alcohol Depend 2019; 205:107593. [PMID: 31634665 DOI: 10.1016/j.drugalcdep.2019.107593] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/04/2019] [Revised: 07/18/2019] [Accepted: 07/27/2019] [Indexed: 10/25/2022]
Abstract
BACKGROUND AND AIMS Individuals with heroin addiction are prone to dysfunctional decision-making. They frequently choose the short-term rewarding option of drug intake despite experiencing long-term negative consequences. Opioid maintenance treatment (OMT) is the most common treatment of heroin addiction. METHODS In this study, 38 individuals in an early stage of abstinence from heroin addiction (ESA-HA individuals) at the end of inpatient detoxification treatment and 41 individuals in long-term OMT were examined. Decision-making was assessed by (I) a modified version of the Iowa Gambling Task (IGT) with drug-related stimuli focusing on decision-making under ambiguity and (II) the Game of Dice Task (GDT) assessing decision-making under objective risk. RESULTS OMT-individuals showed significantly better performance in the IGT than the ESA-HA-individuals. They also showed significantly less craving under exposure of drug-related pictures. In the GDT, OMT-individuals showed significantly less risky decision-making than ESA-HA-individuals. CONCLUSION The results suggest that patients receiving OMT show better functional decision-making and lower craving reactions. It could be assumed that the effectiveness of OMT in preventing relapse is linked to better decision-making and lower craving among these patients.
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Affiliation(s)
- Julia Kriegler
- LVR-Hospital Essen, Department of Psychiatry and Psychotherapy, Medical Faculty, University of Duisburg-Essen, Virchowstraße 174, 45147 Essen, Germany.
| | - Sophia Wegener
- Berufsförderungswerk Stralsund GmbH, Große Parower Straße 133, 18435 Stralsund, Germany.
| | - Francois Richter
- Suchthilfe direkt Essen GmbH, Hoffnungstraße 24, 45127 Essen, Germany.
| | - Norbert Scherbaum
- LVR-Hospital Essen, Department of Psychiatry and Psychotherapy, Medical Faculty, University of Duisburg-Essen, Virchowstraße 174, 45147 Essen, Germany.
| | - Matthias Brand
- General Psychology: Cognition and Center for Behavioral Addiction Research (CeBAR), University of Duisburg-Essen, Forsthausweg 2, 47057 Duisburg, Germany; Erwin L. Hahn Institute for Magnetic Resonance Imaging, Essen, Germany.
| | - Elisa Wegmann
- General Psychology: Cognition and Center for Behavioral Addiction Research (CeBAR), University of Duisburg-Essen, Forsthausweg 2, 47057 Duisburg, Germany.
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Kluwe-Schiavon B, Viola TW, Sanvicente-Vieira B, Lumertz FS, Salum GA, Grassi-Oliveira R, Quednow BB. Substance related disorders are associated with impaired valuation of delayed gratification and feedback processing: A multilevel meta-analysis and meta-regression. Neurosci Biobehav Rev 2019; 108:295-307. [PMID: 31778679 DOI: 10.1016/j.neubiorev.2019.11.016] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2019] [Revised: 11/13/2019] [Accepted: 11/23/2019] [Indexed: 02/08/2023]
Abstract
Across numerous studies, individuals with substance use disorders (SUDs) differed from non-using controls regarding valuation of delayed gratification and feedback processing. However, it remains unclear whether the magnitude of the effect sizes is different across these two cognitive processes and how specific SUDs as well as demographic and clinical moderators influence these effects. In this study we thus performed multilevel linear mixed-effects meta-analyses and meta-regressions to examine the effects of SUDs on the Delay Discounting Task (DD) and on the Iowa Gambling Task (IGT). We found a moderate to large effect for SUD on both, the IGT and DD. While the effect on the DD was generalized to all substance classes, a smaller effect for cannabis-related disorder when compared to other SUDs was found with regard to the IGT. Early onset of substance use and psychiatric comorbidities were associated with stronger effects on the DD. Our findings suggest that feedback processing is more vulnerable to specific substance effects, while valuation of delayed gratification depends more on developmental and clinical factors.
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Affiliation(s)
- B Kluwe-Schiavon
- Experimental and Clinical Pharmacopsychology, Department of Psychiatry, Psychotherapy, and Psychosomatics, Psychiatric Hospital, University of Zurich, Lenggstrasse 31, CH-8032, Zurich, Switzerland; Developmental Cognitive Neuroscience Laboratory, Brain Institute, Pontifical Catholic University of Rio Grande do Sul, Pontifical Catholic University of Rio Grande do Sul, Ipiranga Avenue, 6681, 11, 936. Partenon, 90619-900, Porto Alegre, RS, Brazil.
| | - T W Viola
- Developmental Cognitive Neuroscience Laboratory, Brain Institute, Pontifical Catholic University of Rio Grande do Sul, Pontifical Catholic University of Rio Grande do Sul, Ipiranga Avenue, 6681, 11, 936. Partenon, 90619-900, Porto Alegre, RS, Brazil.
| | - B Sanvicente-Vieira
- Developmental Cognitive Neuroscience Laboratory, Brain Institute, Pontifical Catholic University of Rio Grande do Sul, Pontifical Catholic University of Rio Grande do Sul, Ipiranga Avenue, 6681, 11, 936. Partenon, 90619-900, Porto Alegre, RS, Brazil.
| | - F S Lumertz
- Developmental Cognitive Neuroscience Laboratory, Brain Institute, Pontifical Catholic University of Rio Grande do Sul, Pontifical Catholic University of Rio Grande do Sul, Ipiranga Avenue, 6681, 11, 936. Partenon, 90619-900, Porto Alegre, RS, Brazil.
| | - G A Salum
- Hospital de Clínicas de Porto Alegre, Federal University of Rio Grande do Sul, Hospital de Clínicas de Porto Alegre, Ramiro Barcelos Street, 2350 - Santa Cecilia, Porto Alegre, RS 90035-007, Brazil.
| | - R Grassi-Oliveira
- Developmental Cognitive Neuroscience Laboratory, Brain Institute, Pontifical Catholic University of Rio Grande do Sul, Pontifical Catholic University of Rio Grande do Sul, Ipiranga Avenue, 6681, 11, 936. Partenon, 90619-900, Porto Alegre, RS, Brazil.
| | - B B Quednow
- Experimental and Clinical Pharmacopsychology, Department of Psychiatry, Psychotherapy, and Psychosomatics, Psychiatric Hospital, University of Zurich, Lenggstrasse 31, CH-8032, Zurich, Switzerland; Neuroscience Center Zurich, University of Zurich and Swiss Federal Institute of Technology Zurich, Rämistrasse 101, CH-8092 Zürich, Switzerland.
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Frohe T, Beseler CL, Mendoza AM, Cottler LB, Leeman RF. Perceived health, medical, and psychiatric conditions in individual and dual-use of marijuana and nonprescription opioids. J Consult Clin Psychol 2019; 87:859-871. [PMID: 31556663 PMCID: PMC6764520 DOI: 10.1037/ccp0000431] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
OBJECTIVE Marijuana and nonprescription opioids remain the two most commonly used illicit substances in the United States. They have commonalities, yet the use of both at the same time may have a greater impact on psychological and health outcomes. Research is needed to determine whether dual-use is associated with more negative outcomes than individual substance use. METHOD We used the National Epidemiologic Survey of Alcohol and Related Conditions (NESARC) Wave 1 (W1; N = 43,093), Wave 2 (W2; N = 34,653), and the more recent NESARC-III (N3; N = 36,171) to compare nonuse with use of marijuana, nonprescription opioids, or both. We examined perceived health, pain interference, pain-related medical conditions, psychiatric conditions, and suicidality. RESULTS Individual use and dual-use were more common in N3 than in W1. W1 dual-use and nonprescription opioid-only use predicted worse outcomes for most variables prospectively and cross-sectionally, including pain interference and poorer general health. Associations between marijuana-only use and outcomes were not as strong; however, marijuana was associated with depression and suicidal ideation. CONCLUSION Nonprescription opioid use is concerning with dual-use predicting poorer perceived health and pain interference with work 3 years later along with strong relationships to suicidality and psychiatric conditions. Marijuana and nonprescription opioid dual-use is a possible treatment target. Substance interventions may be enhanced by addressing alternative pain care; chronic conditions; and/or psychiatric comorbidity. Differences in outcomes between substance use and nonuse were smaller recently in N3, particularly for marijuana use only. This may be due to increased access decreasing differences between those using and not using these drugs. (PsycINFO Database Record (c) 2019 APA, all rights reserved).
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Affiliation(s)
- Tessa Frohe
- University of Florida, Department of Health Education and Behavior, College of Health and Human Performance, Center for Addiction Research and Education and the Southern HIV & Alcohol Research Consortium, P.O. Box 118210, Gainesville, FL, USA 32611
- University of Florida, Department of Epidemiology, College of Public Health and Health Professions and College of Medicine, P.O. Box 100231, Gainesville, FL, USA 32610
| | - Cheryl L. Beseler
- Colorado State University, Department of Psychology, College of Natural Sciences, 1879 Campus Delivery, Fort Collins, CO, USA 80523-1879
| | - Andres M. Mendoza
- University of Florida, Department of Health Education and Behavior, College of Health and Human Performance, Center for Addiction Research and Education and the Southern HIV & Alcohol Research Consortium, P.O. Box 118210, Gainesville, FL, USA 32611
| | - Linda B. Cottler
- University of Florida, Department of Epidemiology, College of Public Health and Health Professions and College of Medicine, P.O. Box 100231, Gainesville, FL, USA 32610
| | - Robert F. Leeman
- University of Florida, Department of Health Education and Behavior, College of Health and Human Performance, Center for Addiction Research and Education and the Southern HIV & Alcohol Research Consortium, P.O. Box 118210, Gainesville, FL, USA 32611
- Yale School of Medicine, Department of Psychiatry, 300 George Street, New Haven, CT 06511
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Chamberlain SR, Grant JE. Efficacy of Pharmacological Interventions in Targeting Decision-Making Impairments across Substance and Behavioral Addictions. Neuropsychol Rev 2019; 29:93-102. [PMID: 30852805 PMCID: PMC6499744 DOI: 10.1007/s11065-019-09400-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2017] [Accepted: 02/20/2019] [Indexed: 01/20/2023]
Abstract
Decision-making impairments reflect tendencies towards risky or unwise choices as manifested by presence of psychiatric symptoms or cognitive impairment (e.g. representation of value, inhibitory control-response selection, learning). Such impairments are suggested by the hallmark symptoms of substance and behavioral addictions, which include escalation over time (of substance intake or a given behavior), lack of control, neglect of other domains of life, and cognitive distortions (such as ‘chasing losses’ in gambling disorder). Amongst the putative behavioral addictions, most epidemiological data exist for gambling disorder, which is now included in DSM-5 as a substance-related and addictive disorder. However, other disorders share parallels and may also constitute behavioral addictions, such as compulsive stealing (kleptomania), compulsive shopping, and compulsive sexual behavior. The current paper presents a narrative review of evidence for cognitive decision-making impairments in addictions, as well as pharmacological treatments of these disorders that may have relevance for improving decision-making. We find that objective decision-making deficits have been widely reported in patients with substance use disorders and gambling disorder, compared to controls. Decision-making in the other behavioral addictions is under-studied. Evidence-based pharmacological treatments for some of these addictive disorders, for example, opioid antagonists and glutamatergic agents, modulate neural systems playing key roles in decision-making. But clinical trials have seldom examined effects of such treatments on objective decision-making measures. Future research directions are discussed, including the need to include standardized outcome measures of decision-making (tasks and imaging) alongside traditional clinical measures, to better understand and enhance underlying treatment mechanisms.
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Affiliation(s)
- Samuel R Chamberlain
- Department of Psychiatry, University of Cambridge, Addenbrooke's Hospital, Cambridge, CB2 0QQ, UK. .,Cambridge and Peterborough NHS Foundation Trust, Cambridge, UK.
| | - Jon E Grant
- Department of Psychiatry & Behavioral Neuroscience, Pritzker School of Medicine, University of Chicago, ISA, 5841 S. Maryland Avenue, MC 3077, Chicago, IL, 60637, USA.
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Ma B, Mei D, Wang F, Liu Y, Zhou W. Cognitive enhancers as a treatment for heroin relapse and addiction. Pharmacol Res 2019; 141:378-383. [DOI: 10.1016/j.phrs.2019.01.025] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/26/2018] [Revised: 12/22/2018] [Accepted: 01/14/2019] [Indexed: 12/31/2022]
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Rolland B, D'Hondt F, Montègue S, Brion M, Peyron E, D'Aviau de Ternay J, de Timary P, Nourredine M, Maurage P. A Patient-Tailored Evidence-Based Approach for Developing Early Neuropsychological Training Programs in Addiction Settings. Neuropsychol Rev 2019; 29:103-115. [PMID: 30607658 DOI: 10.1007/s11065-018-9395-3] [Citation(s) in RCA: 33] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2018] [Accepted: 11/16/2018] [Indexed: 12/22/2022]
Abstract
Substance use disorders (SUDs) are associated with impairments of cognitive functions, and cognitive training programs are thus rapidly developing in SUD treatment. However, neuropsychological impairments observed early after withdrawal (i.e., early impairments), that is, approximately in the first six months, may be widespread. Consequently, it might not be possible to train all the identified early impairments. In these situations, we propose that the priority of cognitive training should be given to the early impairments found to be associated with early dropout or relapse (i.e., relapse-related impairments). However, substance-specific relapse-related impairments have not been singled out among all early impairments so far. Using a systematic literature search, we identified the types of established early impairments for all SUDs, and we assessed the extent to which these early impairments were found to be associated with relapse-related impairments. All cognitive functions were investigated according to a classification based on current neuropsychological models, distinguishing classical cognitive, substance-bias, and social cognition systems. According to the current evidence, demonstrated relapse-related impairments in alcohol use disorder comprised impulsivity, long-term memory, and higher-order executive functions. For cannabis use disorder, the identified relapse-related impairments were impulsivity and working memory. For stimulant use disorder, the identified relapse-related impairments were attentional abilities and higher-order executive functions. For opioid use disorder, the only identified relapse-related impairments were higher executive functions. However, many early impairments were not explored with respect to dropout/relapse, particularly for stimulant and opioid use disorders. The current literature reveals substance-specific relapse-related impairments, which supports a pragmatic patient-tailored approach for defining which early impairments should be prioritized in terms of training among patients with SUDs.
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Affiliation(s)
- Benjamin Rolland
- Univ Lyon; UCBL ; INSERM U1028 ; CNRS UMR5292, Centre de Recherche en Neuroscience de Lyon (CRNL), F-69678, Bron, France.,Service Universitaire d'Addictologie de Lyon (SUAL), Pôle UP-MOPHA, F-69500, Bron, CH Le Vinatier, France
| | - Fabien D'Hondt
- Univ. Lille, CNRS, UMR 9193 - SCALab - Sciences Cognitives et Sciences Affectives, F-59000, Lille, France.,Clinique de Psychiatrie, CHU Lille, CURE, F-59000, Lille, France
| | - Solène Montègue
- Service Universitaire d'Addictologie de Lyon (SUAL), Pôle UP-MOPHA, F-69500, Bron, CH Le Vinatier, France
| | - Mélanie Brion
- Laboratory for Experimental Psychopathology (LEP), Psychological Science Research Institute, Université catholique de Louvain, Louvain-la-Neuve, Belgium
| | | | - Julia D'Aviau de Ternay
- Service Universitaire d'Addictologie de Lyon (SUAL), Pôle UP-MOPHA, F-69500, Bron, CH Le Vinatier, France
| | - Philippe de Timary
- Laboratory for Experimental Psychopathology (LEP), Psychological Science Research Institute, Université catholique de Louvain, Louvain-la-Neuve, Belgium.,Cliniques Universitaires Saint-Luc, B-1060, Brussels, Belgium
| | - Mikaïl Nourredine
- Service Universitaire d'Addictologie de Lyon (SUAL), Pôle UP-MOPHA, F-69500, Bron, CH Le Vinatier, France
| | - Pierre Maurage
- Laboratory for Experimental Psychopathology (LEP), Psychological Science Research Institute, Université catholique de Louvain, Louvain-la-Neuve, Belgium.
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Decision-making in patient s with epilepsy: A systematic review and meta-analysis. Epilepsy Res 2018; 148:55-62. [DOI: 10.1016/j.eplepsyres.2018.10.009] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2018] [Revised: 10/12/2018] [Accepted: 10/21/2018] [Indexed: 11/21/2022]
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50
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Rochat L, Maurage P, Heeren A, Billieux J. Let's Open the Decision-Making Umbrella: A Framework for Conceptualizing and Assessing Features of Impaired Decision Making in Addiction. Neuropsychol Rev 2018; 29:27-51. [PMID: 30293096 DOI: 10.1007/s11065-018-9387-3] [Citation(s) in RCA: 36] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2018] [Accepted: 09/21/2018] [Indexed: 12/17/2022]
Abstract
Decision-making impairments play a pivotal role in the emergence and maintenance of addictive disorders. However, a sound conceptualization of decision making as an umbrella construct, encompassing its cognitive, affective, motivational, and physiological subcomponents, is still lacking. This prevents an efficient evaluation of the heterogeneity of decision-making impairments and the development of tailored treatment. This paper thus unfolds the various processes involved in decision making by adopting a critical approach of prominent dual- or triadic-process models, which postulate that decision making is influenced by the interplay of impulsive-automatic, reflective-controlled, and interoceptive processes. Our approach also focuses on social cognition processes, which play a crucial role in decision making and addictive disorders but were largely ignored in previous dual- or triadic-process models. We propose here a theoretical framework in which a range of coordinated processes are first identified on the basis of their theoretical and clinical relevance. Each selected process is then defined before reviewing available results underlining its role in addictive disorders (i.e., substance use, gambling, and gaming disorders). Laboratory tasks for measuring each process are also proposed, initiating a preliminary process-based decision-making assessment battery. This original approach may offer an especially informative view of the constitutive features of decision-making impairments in addiction. As prior research has implicated these features as risk factors for the development and maintenance of addictive disorders, our processual approach sets the scene for novel and transdiagnostic experimental and applied research avenues.
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Affiliation(s)
- Lucien Rochat
- Cognitive Psychopathology and Neuropsychology Unit, Department of Psychology and Educational Sciences, University of Geneva, Geneva, Switzerland
| | - Pierre Maurage
- Laboratory for Experimental Psychopathology, Psychological Science Research Institute, UCLouvain, Louvain-la-Neuve, Belgium
- Clinical Neuroscience Division, Institute of Neuroscience, Université catholique de Louvain, Brussels, Belgium
| | - Alexandre Heeren
- Laboratory for Experimental Psychopathology, Psychological Science Research Institute, UCLouvain, Louvain-la-Neuve, Belgium
- Clinical Neuroscience Division, Institute of Neuroscience, Université catholique de Louvain, Brussels, Belgium
| | - Joël Billieux
- Addictive and Compulsive Behaviours Lab (ACB-Lab), Institute for Health and Behaviour, University of Luxembourg, Esch-sur-Alzette, Luxembourg.
- Centre for Excessive Gambling, Lausanne University Hospitals (CHUV), Lausanne, Switzerland.
- Addiction Division, Department of Mental Health and Psychiatry, University Hospitals of Geneva, Geneva, Switzerland.
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