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Hrelja KM, Kawkab C, Avramidis DK, Ramaiah S, Winstanley CA. Increased risky choice during forced abstinence from fentanyl on the cued rat gambling task. Psychopharmacology (Berl) 2025; 242:173-187. [PMID: 39078498 DOI: 10.1007/s00213-024-06659-w] [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: 12/19/2023] [Accepted: 07/23/2024] [Indexed: 07/31/2024]
Abstract
RATIONALE The use of illicit opioids has arguably never been more risky; street drug potency can be dangerously high, is often unknown to the consumer, and results in multiple daily fatalities worldwide. Furthermore, substance use disorder (SUD) is associated with increased maladaptive, risky decisions in laboratory-based gambling tasks. Animal studies can help determine whether this decision-making deficit is a cause or consequence of drug use. However, most experiments have only assessed psychostimulant drugs. OBJECTIVES To assess differences in decision-making strategies both before, during, and after self-administration of fentanyl in male and female Long Evans rats. METHODS Male and female Long Evans rats were trained to perform the rat gambling task (rGT), loosely based on the Iowa Gambling Task (IGT) used clinically, and/or self-administer fentanyl. We used the cued version of the rGT, in which sound and light stimuli signal sugar pellet rewards, as cocaine self-administration has the greatest effects on decision making in this task variant. RESULTS After training on the cued rGT, female rats self-administered fentanyl more readily, an effect that was most apparent in optimal decision-makers. Contrary to previous reports using cocaine self-administration, decision-making was unaffected during fentanyl self-administration training in either sex. However, risky decision-making increased throughout forced abstinence from fentanyl in males. CONCLUSIONS These findings complement those from human subjects, in whom preference for uncertain outcomes increased before relapse. These data highlight an abstinence-induced change in cognition that is unique to opiates as compared to psychostimulants, and which may critically contribute to the maintenance of addiction and relapse.
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Affiliation(s)
- Kelly M Hrelja
- Department of Psychology, Djavad Mowafaghian Centre for Brain Health, University of British Columbia, 2215 Wesbrook Mall, Vancouver, BC, V6T 1Z3, Canada.
| | - Carol Kawkab
- Department of Psychology, Djavad Mowafaghian Centre for Brain Health, University of British Columbia, 2215 Wesbrook Mall, Vancouver, BC, V6T 1Z3, Canada
| | - Dimitrios K Avramidis
- Department of Psychology, Djavad Mowafaghian Centre for Brain Health, University of British Columbia, 2215 Wesbrook Mall, Vancouver, BC, V6T 1Z3, Canada
| | - Shrishti Ramaiah
- Department of Psychology, Djavad Mowafaghian Centre for Brain Health, University of British Columbia, 2215 Wesbrook Mall, Vancouver, BC, V6T 1Z3, Canada
| | - Catharine A Winstanley
- Department of Psychology, Djavad Mowafaghian Centre for Brain Health, University of British Columbia, 2215 Wesbrook Mall, Vancouver, BC, V6T 1Z3, Canada.
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Tu S, Zeng X, Liu T, Zeng J. Emotion Regulation Can Effectively Improve Decision-Making Behaviors of Individuals Who Use Methamphetamine. J Psychosoc Nurs Ment Health Serv 2024; 62:27-34. [PMID: 38950356 DOI: 10.3928/02793695-20240612-01] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/03/2024]
Abstract
PURPOSE Negative emotions can cause people to make irrational decisions, and decision-making disorders may lead individuals who use methamphetamine (meth) to relapse. Therefore, the current study was performed to investigate whether emotion regulation (ER) can improve negative emotions and thus improve decision-making behavior of individuals who use meth. METHOD Based on the Iowa Gambling Task, a three-factor mixed experimental design was used to examine the effects of cognitive reappraisal and expressive suppression strategies on negative emotions and decision-making behaviors of 157 individuals who use meth. RESULTS Cognitive reappraisal and expressive suppression were effective in reducing participants' negative emotions and improving decision-making behaviors. Specifically, two types of ER strategies were effective in improving decision-making abilities of participants with negative emotional distress, and cognitive reappraisal was more effective than expressive suppression. CONCLUSION Regarding cognitive reappraisal, female participants showed better decision-making behavior than males, which predicts that females who use meth might be more adept at using cognitive reappraisal. This finding suggests that mental health providers should aid substance users in managing their negative emotions and also pay attention to gender differences during the nursing process. [Journal of Psychosocial Nursing and Mental Health Services, 62(11), 27-34.].
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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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Colzato L, Elmers J, Xu X, Zhou Q, Hommel B, Beste C. Regaining control over opioid use? The potential application of auricular transcutaneous vagus nerve stimulation to improve opioid treatment in China. Addict Biol 2023; 28:e13343. [PMID: 37855071 DOI: 10.1111/adb.13343] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2022] [Revised: 05/18/2023] [Accepted: 09/20/2023] [Indexed: 10/20/2023]
Abstract
Opioid use disorder (OUD) is a critical problem in China and is accompanied by depression and deficits in cognitive control. In China, the most successful intervention for OUD is the community drug rehabilitation where methadone maintenance treatment (MMT) plays a key role. Even though methadone for the treatment of OUD can be helpful, it can cause severe somatic side-effects, which limit its effectivity. Even worse, it can have detrimental effects on cognitive control, which is crucial to regain control over drug intake. Here, we consider the potential use of auricular transcutaneous vagus nerve stimulation (atVNS) as an addition to MMT for opioid withdrawal treatment. Compared to other non-invasive brain stimulation methods, atVNS also targets the locus coeruleus (LC) important for noradrenaline (NA) synthesis. NA is an essential neurotransmitter impacted in opioid withdrawal and also critically involved in cognitive control processes. Its ADD-ON to MMT might be a useful mean to improve mood and enhance cognitive control processes impacted in OUD. We discuss the translational advantages of atVNS in China such as the cultural acceptance of the modality of treatment similar to electroacupuncture. Additionally, the wearability of the ear electrode and at-home self-administration without intense medical supervision makes of atVNS a useful tool to enhance clinical and cognitive outcomes especially in everyday life situation. We discuss how atVNS can be integrated in tele-medical health approaches allowing that innovative treatments can widely be disseminated and continued even in situations of restricted medical access.
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Affiliation(s)
- Lorenza Colzato
- Cognitive Psychology, Faculty of Psychology, Shandong Normal University, Jinan, China
| | - Julia Elmers
- Cognitive Neurophysiology, Department of Child and Adolescent Psychiatry, Faculty of Medicine, TU Dresden, Germany
- Center of Clinical Neuroscience, Department of Neurology, University Hospital Carl Gustav Carus, TU Dresden, Germany
| | - Xiaolei Xu
- Cognitive Psychology, Faculty of Psychology, Shandong Normal University, Jinan, China
| | - Qiang Zhou
- Department of Psychology, Wenzhou Medical University, Wenzhou, China
| | - Bernhard Hommel
- Cognitive Psychology, Faculty of Psychology, Shandong Normal University, Jinan, China
| | - Christian Beste
- Cognitive Psychology, Faculty of Psychology, Shandong Normal University, Jinan, China
- Cognitive Neurophysiology, Department of Child and Adolescent Psychiatry, Faculty of Medicine, TU Dresden, Germany
- Center of Clinical Neuroscience, Department of Neurology, University Hospital Carl Gustav Carus, TU Dresden, Germany
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Wang X, Zhou H, Hu Y. Altered neural associations with cognitive and emotional functions in cannabis dependence. Cereb Cortex 2023; 33:8724-8733. [PMID: 37143177 PMCID: PMC10505425 DOI: 10.1093/cercor/bhad153] [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: 11/01/2022] [Revised: 04/14/2023] [Accepted: 04/16/2023] [Indexed: 05/06/2023] Open
Abstract
Negative emotional state has been found to correlate with poor cognitive performance in cannabis-dependent (CD) individuals, but not healthy controls (HCs). To examine the neural substrates underlying such unusual emotion-cognition coupling, we analyzed the behavioral and resting state fMRI data from the Human Connectome Project and found opposite brain-behavior associations in the CD and HC groups: (i) although the cognitive performance was positively correlated with the within-network functional connectivity strength and segregation (i.e. clustering coefficient and local efficiency) of the cognitive network in HCs, these correlations were inversed in CDs; (ii) although the cognitive performance was positively correlated with the within-network Granger effective connectivity strength and integration (i.e. characteristic path length) of the cognitive network in CDs, such associations were not significant in HCs. In addition, we also found that the effective connectivity strength within cognition network mediated the behavioral coupling between emotional state and cognitive performance. These results indicate a disorganization of the cognition network in CDs, and may help improve our understanding of substance use disorder.
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Affiliation(s)
- Xinying Wang
- Department of Psychology and Behavioral Sciences, Zhejiang University, Zijingang Campus, 866 Yuhangtang Road, Hangzhou, Zhejiang Province 310058, China
| | - Hui Zhou
- Department of Psychology and Behavioral Sciences, Zhejiang University, Zijingang Campus, 866 Yuhangtang Road, Hangzhou, Zhejiang Province 310058, China
| | - Yuzheng Hu
- Department of Psychology and Behavioral Sciences, Zhejiang University, Zijingang Campus, 866 Yuhangtang Road, Hangzhou, Zhejiang Province 310058, China
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Yue Y, Zou L, Li H, Xia Y, Ren Z, Yang F, Kong D, Re G, Luo H, Zhang Z, Wang K, Zhu M. Therapeutic effect of implanted and non-invasive vagus nerve stimulation on heroin-induced anxiety. Biochem Biophys Res Commun 2023; 652:46-54. [PMID: 36809704 DOI: 10.1016/j.bbrc.2023.02.041] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2023] [Revised: 02/01/2023] [Accepted: 02/15/2023] [Indexed: 02/18/2023]
Abstract
Substance addiction causes anxiety, which in turn reinforces the maintaining of substance use, resulting in a vicious circle. And this circle is one of the reasons why addiction is so hard to cure. However, there is no treatment involved in addiction-induced anxiety at present. We tested whether VNS (vagus nerve stimulation) can improve heroin-induced anxiety, and made a comparison between nVNS (transcervical vagus nerve stimulation) and taVNS (transauricular vagus nerve stimulation) on therapeutic effect. Mice were subjected to nVNS or taVNS before heroin administration. By observing c-Fos expression in the NTS (nucleus of the solitary tract), we assessed vagal fiber activation. Using the OFT (open field test) and the EPM (elevated cross maze test), we evaluated the anxiety-like behaviors of the mice. Using immunofluorescence, we observed the proliferation and activation of microglia in the hippocampus. And ELISA was used to measure the levels of proinflammatory factors in the hippocampus. Both nVNS and taVNS significantly increased the expression of c-Fos in the nucleus of solitary tract, suggesting the feasibility of nVNS and taVNS. The anxiety level of heroin-treated mice was significantly increased, microglia in the hippocampus was significantly proliferated and activated, and the proinflammatory factors (IL-1β, IL-6, TNF-α) in the hippocampus were significantly up-regulated. Crucially, both nVNS and taVNS reversed the above changes caused by heroin addiction. SIGNIFICANCE: It was confirmed that the therapeutic effect of VNS on heroin-induced anxiety may be an effective treatment method to break the "addiction-anxiety" cycle and provides some insights for subsequent treatment of addiction.
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Affiliation(s)
- Yingbiao Yue
- National Health Commission Key Laboratory of Drug Addiction Medicine, Kunming Medical University, Kunming, 650032, China
| | - Lei Zou
- Department of Hepatobiliary Surgery, The First People's Hospital of Yunnan Province, Kunming, 650032, Yunnan, China
| | - Hong Li
- Narcotics Control Bureau of the Ministry of Public Security of Yunnan Province, Kunming, 650032, China
| | - Yu Xia
- Peking University Health Science Center, Beijing, 100191, China
| | - Zhouyang Ren
- Narcotics Control Bureau of the Ministry of Public Security of Yunnan Province, Kunming, 650032, China
| | - Fazhen Yang
- Narcotics Control Bureau of the Ministry of Public Security of Yunnan Province, Kunming, 650032, China
| | - Deshenyue Kong
- National Health Commission Key Laboratory of Drug Addiction Medicine, Kunming Medical University, Kunming, 650032, China
| | - Guofen Re
- National Health Commission Key Laboratory of Drug Addiction Medicine, Kunming Medical University, Kunming, 650032, China
| | - Huayou Luo
- Department of Gastrointestinal and Hernia Surgery, First Affiliated Hospital of Kunming Medical University, Kunming, 650032, China
| | | | | | - Mei Zhu
- First Affiliated Hospital of Kunming Medical University, Kunming, China.
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Galkin SA, Bokhan NA. [Features of the reward-based decision-making in patients with alcohol use disorders]. Zh Nevrol Psikhiatr Im S S Korsakova 2023; 123:37-43. [PMID: 36843457 DOI: 10.17116/jnevro202312302137] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/28/2023]
Abstract
Foreign studies increasingly emphasize the role of reward-based cognitive decision-making and its contribution to alcohol and drug abuse. Unfortunately, such studies are extremely few in Russia. Given the importance of the insufficiency of cognitive functions, primarily the decision-making process based on reward, among the risk factors of addictive pathology, increasing the severity of alcoholism, reducing the effectiveness of its therapy and rehabilitation, research in this direction is extremely relevant. This review summarizes and systematizes current data on the features of the cognitive decision-making process based on reward in patients with alcohol dependence. An analysis of the literature has shown that reward-based decision making is an important component of addictive behavior. Patients with alcohol dependence, as well as people, who abuse alcohol, demonstrate clear impairment of this cognitive function. Thus, the relative value of diagnosing disorders in decision-making in modern psychiatry is beyond doubt. It is recommended to include the above tests in the diagnostic complex of a psychiatrist, along with standard psychometric tools.
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Affiliation(s)
- S A Galkin
- Mental Health Research Institute - Tomsk National Research Medical Center Russian Academy of Science, Tomsk, Russia
| | - N A Bokhan
- Mental Health Research Institute - Tomsk National Research Medical Center Russian Academy of Science, Tomsk, Russia.,Siberian State Medical University, Tomsk, Russia
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Gokarakonda SB, Boydstun JM, Yilanli M, Han X, Kumar N, Oliveto AH, Mancino MJ. Impact of state and trait anxiety severity on retention and phase advancement in an outpatient buprenorphine treatment program. Am J Addict 2022; 31:219-225. [PMID: 35243715 DOI: 10.1111/ajad.13266] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2021] [Revised: 01/19/2022] [Accepted: 02/06/2022] [Indexed: 11/28/2022] Open
Abstract
BACKGROUND AND OBJECTIVES Comorbid anxiety is common among buprenorphine patients and may lead to poorer outcomes. This study aimed to examine the prevalence and impact of anxiety severity, measured by the State-Trait Anxiety Inventory (STAI) form Y-1 & Y2 scale, on treatment outcomes (retention and phase advancement) among outpatient buprenorphine-treated patients. METHODS A retrospective chart review of 94 patients admitted to an outpatient buprenorphine treatment program was conducted. Patients were dichotomized into high and low severity groups based upon an STAI State Anxiety (S-Anxiety) and STAI Trait Anxiety (T-Anxiety) score ≥60 and <60, respectively. Associations of anxiety severity on successful phase advancement and retention during the first 90 days of treatment were assessed. RESULTS Twenty-one of 94 (22%) participants reported high S-Anxiety and had a significantly greater likelihood of phase advancement (OR = 12.80, 95% CI = [1.19, 136.71]) than those with low S-Anxiety. No significant associations were found between either S-Anxiety or T-Anxiety and treatment retention. Current alcohol use and UDS negative test results for THC or amphetamines were each associated with phase advancement. THC negative UDS test results were associated with 90-day treatment retention. DISCUSSION AND CONCLUSIONS Contrary to prior reports, buprenorphine patients with higher state anxiety severity demonstrated similar retention and more rapid phase advancement than those with lower state anxiety severity. SCIENTIFIC SIGNIFICANCE To our knowledge, this is the first study to quantify current anxiety severity using the STAI scale and evaluate its impact on treatment outcomes among buprenorphine-treated patients.
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Affiliation(s)
- Srinivasa B Gokarakonda
- Department of Psychiatry and Behavioral Sciences, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Jacob M Boydstun
- Addiction Psychiatrist, Springwoods Behavioral Health, Fayetteville, Arkansas, USA
| | - Musa Yilanli
- Department of Psychiatry, Nationwide Children's Hospital, Columbus, Ohio, USA
| | - Xiaotong Han
- Department of Psychiatry and Behavioral Sciences, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Nihit Kumar
- Department of Psychiatry and Behavioral Sciences, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Alison H Oliveto
- Department of Psychiatry and Behavioral Sciences, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Michael J Mancino
- Department of Psychiatry and Behavioral Sciences, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
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Roth MR, Loya JM, Yi R. The role of social value orientation on delay discounting in a group context. PERSONALITY AND INDIVIDUAL DIFFERENCES 2022. [DOI: 10.1016/j.paid.2021.111401] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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10
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Mostafavi H, Dadashi M, Armani Kia A, Ahmadi D, Pirzeh R, Eskandari Z. The effect of bilateral tDCS over dorsolateral prefrontal cortex on the cognitive abilities of men with opioid use disorder under methadone therapy: A sham-controlled clinical trial. THE EGYPTIAN JOURNAL OF NEUROLOGY, PSYCHIATRY AND NEUROSURGERY 2021. [DOI: 10.1186/s41983-021-00401-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
Abstract
Background/aim
Opioid use disorder (OUD) can have negative impact on cognitive functions. This study aims to evaluate the effect of bilateral transcranial direct-current stimulation (tDCS) over the right/left dorsolateral prefrontal cortex (DLPFC) on the cognitive abilities of OUD men.
Methods
This study is a double-blind sham-controlled randomized clinical trial with a pretest/posttest design. Participants were 31 men with OUD living in Zanjan, Iran, assigned to three groups of left anode/right cathode tDCS, right anode/left cathode tDCS, and sham tDCS. The two active groups received tDCS (2 mA) at 10 sessions each for 10–20 min. The Cognitive Abilities Questionnaire (CAQ) in Persian was used to measure their cognitive abilities before and after intervention. Collected data were analyzed in SPSS v.22 software.
Results
Bilateral DLPFC stimulation resulted in a significant improvement in cognitive flexibility, planning, decision making, inhibitory control/selective attention, and memory of patients in the two active tDCS groups, while the sham tDCS had no significant effect on their cognitive abilities.
Conclusion
Bilateral tDCS over DLPFC, as an effective and complementary treatment, can improve the cognitive abilities of men with OUD.
Trial registration: This study is a double-blind sham-controlled clinical trial (Parallel, IRCT20170513033946N5. Registered 19 Jan 2019, https://en.irct.ir/trial/36081).
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Rizk MM, Herzog S, Dugad S, Stanley B. Suicide Risk and Addiction: The Impact of Alcohol and Opioid Use Disorders. CURRENT ADDICTION REPORTS 2021; 8:194-207. [PMID: 33747710 PMCID: PMC7955902 DOI: 10.1007/s40429-021-00361-z] [Citation(s) in RCA: 69] [Impact Index Per Article: 17.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/23/2021] [Indexed: 01/05/2023]
Abstract
Purpose of Review Suicide is a major public health concern and a leading cause of death in the US. Alcohol and opioid use disorders (AUD/OUD) significantly increase risk for suicidal ideation, attempts, and death, and are the two most frequently implicated substances in suicide risk. We provide a brief overview of shared risk factors and pathways in the pathogenesis of AUD/OUD and suicidal thoughts and behaviors. We also review clinical recommendations on inpatient care, pharmacotherapy, and psychotherapeutic interventions for people with AUD/OUD and co-occurring suicidal ideation and behavior. Recent Findings Among people with an underlying vulnerability to risk-taking and impulsive behaviors, chronic alcohol intoxication can increase maladaptive coping behaviors and hinder self-regulation, thereby increasing the risk of suicide. Additionally, chronic opioid use can result in neurobiological changes that lead to increases in negative affective states, jointly contributing to suicide risk and continued opioid use. Despite significantly elevated suicide risk in individuals with AUD/OUD, there is a dearth of research on pharmacological and psychosocial interventions for co-occurring AUD/OUD and suicidal ideation and behavior. Summary Further research is needed to understand the effects of alcohol and opioid use on suicide risk, as well as address notable gaps in the literature on psychosocial and pharmacological interventions to lower risk for suicide among individuals with AUD/OUD.
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Affiliation(s)
- Mina M. Rizk
- Department of Psychiatry, Columbia University Irving Medical Center, Columbia University, New York, NY USA
- Division of Molecular Imaging and Neuropathology, New York State Psychiatric Institute, 1051 Riverside Dr., Unit 42, New York, NY 10032 USA
- Department of Psychiatry, Faculty of Medicine, Minia University, Egypt, Egypt
| | - Sarah Herzog
- Department of Psychiatry, Columbia University Irving Medical Center, Columbia University, New York, NY USA
- Division of Molecular Imaging and Neuropathology, New York State Psychiatric Institute, 1051 Riverside Dr., Unit 42, New York, NY 10032 USA
| | - Sanjana Dugad
- Division of Molecular Imaging and Neuropathology, New York State Psychiatric Institute, 1051 Riverside Dr., Unit 42, New York, NY 10032 USA
- Department of Psychiatry and Behavioral Sciences, Memorial Sloan Kettering Cancer Center, New York, NY USA
| | - Barbara Stanley
- Department of Psychiatry, Columbia University Irving Medical Center, Columbia University, New York, NY USA
- Division of Molecular Imaging and Neuropathology, New York State Psychiatric Institute, 1051 Riverside Dr., Unit 42, New York, NY 10032 USA
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Rogers AH, Zvolensky MJ, Ditre JW, Buckner JD, Asmundson GJG. Association of opioid misuse with anxiety and depression: A systematic review of the literature. Clin Psychol Rev 2021; 84:101978. [PMID: 33515811 DOI: 10.1016/j.cpr.2021.101978] [Citation(s) in RCA: 43] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2019] [Revised: 11/19/2020] [Accepted: 11/29/2020] [Indexed: 12/14/2022]
Abstract
The opioid epidemic is a public health problem associated with a host of negative outcomes. Although clinicians recognize covariation between opioid misuse with anxiety and depressive symptoms and disorders, research on this topic has only recently accumulated. Progress in this domain is impeded by the lack of systematic and integrative research to better understand and treat these co-occurring problems. This paper represents the first attempt to systematically review the empirical literature examining relations between opioid use and misuse, and anxiety and depression. In the first section, we define key terms and describe the article selection strategy. In the second section, we review the prevalence of anxiety and depressive symptoms among individuals who use and misuse prescription and illicit opioids. In the third section, we review the magnitude of associations between anxiety and depressive symptoms and disorders with opioid misuse, as well as highlight studies examining the longitudinal and temporal sequence of the relations between these variables. In the fourth section, we focus on experimental therapeutics, reviewing what is known about individual difference and transdiagnostic vulnerability factors for anxiety and depression that might contribute to opioid misuse and its symptoms. Finally, we discuss current knowledge gaps and present a heuristic model to guide future research.
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Affiliation(s)
- Andrew H Rogers
- Department of Psychology, University of Houston, Houston, TX, United States
| | - Michael J Zvolensky
- Department of Psychology, University of Houston, Houston, TX, United States; Department of Behavioral Science, The University of Texas MD Anderson Cancer Center, Houston, TX, United States; HEALTH Institute, University of Houston, Houston, TX, United States.
| | - Joseph W Ditre
- Department of Psychology, Syracuse University, Syracuse, NY, United States
| | - Julia D Buckner
- Department of Psychology, Louisiana State University, Baton Rouge, LA, United States
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Fatahi Z, Ghorbani A, Ismail Zibaii M, Haghparast A. Neural synchronization between the anterior cingulate and orbitofrontal cortices during effort-based decision making. Neurobiol Learn Mem 2020; 175:107320. [PMID: 33010385 DOI: 10.1016/j.nlm.2020.107320] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2020] [Revised: 08/29/2020] [Accepted: 09/27/2020] [Indexed: 10/23/2022]
Abstract
Optimal decision making reflects the ability to choose the most advantageous option for various alternatives so that the anterior cingulate cortex is an important area involved in effort-based decision making. The current study aimed to investigate the functional connectivity between the ACC (anterior cingulate cortex) and the orbitofrontal cortex (OFC) during effort-based decision-making. A T-maze decision-making task with different rewards (large vs. small reward) and costs (high vs. low effort) was used, and simultaneously, local field potentials (LFP) from the ACC and OFC were also recorded in male Wistar rats. During the effort-based decision making, when the animals preferred the higher over, the lower reward, neural synchronization was observed in theta/low beta (4-20 Hz) frequency bands between both of the areas. Also, neural synchronization was not significant when the animals chose a lower reward. High gamma (80-100 Hz) synchrony between the areas was also observed; however, it was not dependent on the animal's decision. In this regard, the present findings revealed that neural synchronization and functional connectivity between the ACC and OFC in the low-frequency range (theta/low beta) is essential during the effort-based decision making.
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Affiliation(s)
- Zahra Fatahi
- Neuroscience Research Center, Shahid Beheshti University of Medical Sciences, School of Medicine, Tehran, Iran
| | - Ahmad Ghorbani
- Laser and Plasma Research Institute, Shahid Beheshti University, Tehran, Iran
| | | | - Abbas Haghparast
- Neuroscience Research Center, Shahid Beheshti University of Medical Sciences, School of Medicine, Tehran, Iran.
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The Impact of Preoperative Chronic Opioid Therapy in Patients Undergoing Decompression Laminectomy of the Lumbar Spine. Spine (Phila Pa 1976) 2020; 45:438-443. [PMID: 31651677 DOI: 10.1097/brs.0000000000003297] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
STUDY DESIGN Retrospective review of electronic medical records (EMR). OBJECTIVE This study aims to (1) characterize the pattern of opioid utilization in patients undergoing spine surgery and (2) compare the postoperative course between patients with and without chronic preoperative opioid prescriptions. SUMMARY OF BACKGROUND DATA Postoperative pain management for patients with a history of opioid usage remains a challenge for spine surgeons. Opioids are controversial in this setting due to side effects and potential for abuse and addiction. Given the increasing rate of opioid prescriptions for spine-related pain, more studies are needed to evaluate patterns and risks of preoperative opioid usage in surgical patients. METHODS EMR were reviewed for patients (age > 18) with lumbar spinal stenosis undergoing lumbar laminectomy in 2011 at our institution. Data regarding patient demographics, levels operated, pre/postoperative medications, and in-hospital length of stay were collected. Primary outcomes were length of stay and duration of postoperative opioid usage. RESULTS One hundred patients were reviewed. Fifty-five patients had a chronic opioid prescription documented at least 3 months before surgery. Forty-five patients were not on chronic opioid therapy preoperatively. The preoperative opioid group compared with the non-opioid group had a greater proportion of females (53% vs. 40%), younger mean age (63 yrs vs. 65 yrs), higher frequency of preoperative benzodiazepine prescription (20% vs. 11%), longer average in-hospital length of stay (3.7 d vs. 3.2 d), and longer duration on postoperative opioids (211 d vs. 79 d). CONCLUSION Patients on chronic opioids prior to spine surgery are more likely to have a longer hospital stay and continue on opioids for a longer time after surgery, compared with patients not on chronic opioid therapy. Spine surgeons and pain specialists should seek to identify patients on chronic opioids before surgery and evaluate strategies to optimize pain management in the pre- and postoperative course. LEVEL OF EVIDENCE 3.
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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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Wollman SC, Hauson AO, Hall MG, Connors EJ, Allen KE, Stern MJ, Stephan RA, Kimmel CL, Sarkissians S, Barlet BD, Flora-Tostado C. Neuropsychological functioning in opioid use disorder: A research synthesis and meta-analysis. THE AMERICAN JOURNAL OF DRUG AND ALCOHOL ABUSE 2018; 45:11-25. [PMID: 30359116 DOI: 10.1080/00952990.2018.1517262] [Citation(s) in RCA: 36] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
BACKGROUND Research has demonstrated that patients with opioid use disorders (OUD; including both opioid abuse and/or dependence) have poorer neuropsychological functioning compared to healthy controls; however, the pattern and robustness of the findings remain unknown. OBJECTIVES This study meta-analyzed the results from previous research examining the neuropsychological deficits associated with opioids across 14 neurocognitive domains. METHOD Articles comparing patients with OUD to healthy controls were selected based on detailed inclusion/exclusion criteria and variables of interest were coded. In total, 61 studies were selected for the analyses. These consisted of 2580 patients with OUD and 2102 healthy control participants (15.9% female). Drug-related variables were analyzed as potential moderators. RESULTS The largest effect size difference in neuropsychological performance was observed in complex psychomotor ability. With the exception of the motor and processing speed domains, which showed no group differences, small-to-medium effect sizes were associated with all neurocognitive domains examined. Meta-regression revealed that increases in the length of abstinence were associated with decreases in effect sizes of the complex psychomotor domain. Additionally, attentional ability predicted effect size differences in executive functioning as well as verbal memory ability. Although the majority of meta-analyzed studies demonstrated significant differences between patients with OUD and controls, the average raw scores for patients with OUD in these studies typically fell within the normal range. CONCLUSION The pattern of neuropsychological performance among patients with OUD appears to reflect mild generalized cognitive dysfunction, with a large effect in complex psychomotor abilities.
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Affiliation(s)
- Scott C Wollman
- a California School of Professional Psychology, Clinical Pyschology PhD Program , San Diego , CA , USA
| | - Alexander O Hauson
- a California School of Professional Psychology, Clinical Pyschology PhD Program , San Diego , CA , USA.,b Department of Psychiatry , University of California , San Diego , CA , USA.,c Institute of Brain Research and Integrated Neuropsychological Services , (iBRAINs.org), San Diego , CA , USA
| | - Matthew G Hall
- a California School of Professional Psychology, Clinical Pyschology PhD Program , San Diego , CA , USA
| | - Eric J Connors
- a California School of Professional Psychology, Clinical Pyschology PhD Program , San Diego , CA , USA
| | - Kenneth E Allen
- a California School of Professional Psychology, Clinical Pyschology PhD Program , San Diego , CA , USA
| | - Mark J Stern
- a California School of Professional Psychology, Clinical Pyschology PhD Program , San Diego , CA , USA
| | - Rick A Stephan
- a California School of Professional Psychology, Clinical Pyschology PhD Program , San Diego , CA , USA
| | - Christine L Kimmel
- a California School of Professional Psychology, Clinical Pyschology PhD Program , San Diego , CA , USA
| | - Sharis Sarkissians
- a California School of Professional Psychology, Clinical Pyschology PhD Program , San Diego , CA , USA
| | - Brianna D Barlet
- a California School of Professional Psychology, Clinical Pyschology PhD Program , San Diego , CA , USA
| | - Christopher Flora-Tostado
- a California School of Professional Psychology, Clinical Pyschology PhD Program , San Diego , CA , USA
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Swain Y, Muelken P, LeSage MG, Gewirtz JC, Harris AC. Locomotor activity does not predict individual differences in morphine self-administration in rats. Pharmacol Biochem Behav 2018; 166:48-56. [PMID: 29409807 DOI: 10.1016/j.pbb.2018.01.008] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/12/2017] [Revised: 01/31/2018] [Accepted: 01/31/2018] [Indexed: 12/19/2022]
Abstract
Understanding factors contributing to individual differences in opioid addiction vulnerability is essential for developing more effective preventions and treatments. Sensation seeking has been implicated in addiction to several drugs of abuse, yet its relationship with individual differences in opioid addiction vulnerability has not been well established. The primary goal of this study was to evaluate the relationship between locomotor activity in a novel environment, a preclinical model of sensation-seeking, and individual differences in acquisition of i.v. morphine self-administration (SA) in rats. A secondary goal was to evaluate the relationship between activity and elasticity of demand (reinforcing efficacy) for morphine measured using a behavioral economic approach. Following an initial locomotor activity screen, animals were allowed to acquire morphine SA at a unit dose of 0.5 mg/kg/infusion in 4 hour/day sessions (Experiment 1) or 0.2 mg/kg/infusion in 2 hour/day sessions (Experiment 2) until infusion rates were stable. Unit price was subsequently manipulated via progressive reductions in unit dose (Experiment 1) or increases in response requirement per infusion (Experiment 2). Activity levels were not correlated with acquisition of morphine SA in either experiment. Morphine consumption was generally well described by an exponential demand function in both experiments (R2 values > 0.95 for rats as a group), but activity did not correlate with behavioral economic measures. Locomotor activity in a novel environment did not predict individual differences in acquisition of morphine SA. These data complement findings from some human studies and suggest that the role of sensation seeking in individual differences in opioid addiction vulnerability may be limited.
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Affiliation(s)
- Yayi Swain
- Minneapolis Medical Research Foundation, Minneapolis, MN, United States; Department of Psychology, University of Minnesota, Minneapolis, MN, United States
| | - Peter Muelken
- Minneapolis Medical Research Foundation, Minneapolis, MN, United States
| | - Mark G LeSage
- Minneapolis Medical Research Foundation, Minneapolis, MN, United States; Department of Psychology, University of Minnesota, Minneapolis, MN, United States; Department of Medicine, University of Minnesota, Minneapolis, MN, United States
| | - Jonathan C Gewirtz
- Department of Medicine, University of Minnesota, Minneapolis, MN, United States; Department of Neuroscience, University of Minnesota, Minneapolis, MN, United States
| | - Andrew C Harris
- Minneapolis Medical Research Foundation, Minneapolis, MN, United States; Department of Psychology, University of Minnesota, Minneapolis, MN, United States; Department of Medicine, University of Minnesota, Minneapolis, MN, United States.
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Biernacki K, Terrett G, McLennan SN, Labuschagne I, Morton P, Rendell PG. Decision-making, somatic markers and emotion processing in opiate users. Psychopharmacology (Berl) 2018; 235:223-232. [PMID: 29063138 DOI: 10.1007/s00213-017-4760-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/13/2017] [Accepted: 10/11/2017] [Indexed: 02/06/2023]
Abstract
RATIONALE Opiate use is associated with deficits in decision-making. A possible explanation for these deficits is provided by the somatic marker hypothesis, which suggests that substance users may experience abnormal emotional responses during decision-making involving reward and punishment. This in turn may interfere with the brief physiological arousal, i.e. somatic markers that normally occur in anticipation of risky decisions. To date, the applicability of the somatic marker hypothesis to explain decision-making deficits has not been investigated in opiate users. OBJECTIVES This study assessed whether decision-making deficits in opiate users were related to abnormal emotional responses and reduced somatic markers. METHODS Opiate users enrolled in an opiate substitute treatment program (n = 28) and healthy controls (n = 32) completed the Iowa Gambling Task (IGT) while their skin conductance responses (SCRs) were recorded. Participants' emotional responses to emotion-eliciting videos were also recorded using SCRs and subjective ratings. RESULTS Opiate users displayed poorer decision-making on the IGT than did controls. However, there were no differences between the groups in SCRs; both groups displayed stronger SCRs following punishment than following reward, and both groups displayed stronger anticipatory SCRs prior to disadvantageous decisions than advantageous decisions. There were no group differences in objective or subjective measures of emotional responses to the videos. CONCLUSIONS The results suggest that deficits in emotional responsiveness are not apparent in opiate users who are receiving pharmacological treatment. Thus, the somatic marker hypothesis does not provide a good explanation for the decision-making deficits in this group.
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Affiliation(s)
- Kathryn Biernacki
- Cognition and Emotion Research Centre, School of Psychology, Australian Catholic University, Melbourne, Australia.
| | - Gill Terrett
- Cognition and Emotion Research Centre, School of Psychology, Australian Catholic University, Melbourne, Australia
| | - Skye N McLennan
- Cognition and Emotion Research Centre, School of Psychology, Australian Catholic University, Melbourne, Australia
| | - Izelle Labuschagne
- Cognition and Emotion Research Centre, School of Psychology, Australian Catholic University, Melbourne, Australia
| | - Phoebe Morton
- Cognition and Emotion Research Centre, School of Psychology, Australian Catholic University, Melbourne, Australia
| | - Peter G Rendell
- Cognition and Emotion Research Centre, School of Psychology, Australian Catholic University, Melbourne, Australia
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Wilson MJ, Vassileva J. Decision-Making Under Risk, but Not Under Ambiguity, Predicts Pathological Gambling in Discrete Types of Abstinent Substance Users. Front Psychiatry 2018; 9:239. [PMID: 29922190 PMCID: PMC5996080 DOI: 10.3389/fpsyt.2018.00239] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/24/2017] [Accepted: 05/15/2018] [Indexed: 11/13/2022] Open
Abstract
This study explored how different forms of reward-based decision-making are associated with pathological gambling (PG) among abstinent individuals with prior dependence on different classes of drugs. Participants had lifetime histories of either "pure" heroin dependence (n = 64), "pure" amphetamine dependence (n = 51), or polysubstance dependence (n = 89), or had no history of substance dependence (n = 133). Decision-making was assessed via two neurocognitive tasks: (1) the Iowa Gambling Task (IGT), a measure of decision-making under ambiguity (i.e., uncertain risk contingencies); and (2) the Cambridge Gambling task (CGT), a measure of decision-making under risk (i.e., explicit risk contingencies). The main effects of neurocognitive performance and drug class on PG (defined as ≥3 DSM-IV PG symptoms) as well as their interactional effects were assessed via multiple linear regression. Two CGT indices of decision-making under risk demonstrated positive main effects on PG. Interaction effects indicated that the effects of decision-making under risk on PG were largely consistent across participant groups. Notably, a linear relationship between greater CGT Risk-Taking and PG symptoms was not observed among amphetamine users, whereas IGT performance was selectively and positively associated with PG in polysubstance users. Overall, results indicate that reward-based decision-making under risk may represent a risk factor for PG across substance users, with some variations in these relationships influenced by specific class of substance of abuse.
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Affiliation(s)
- Michael J Wilson
- Neuropsychology Section, VA Maryland Health Care System, Mental Health Service Line, Baltimore, MD, United States
| | - Jasmin Vassileva
- Department of Psychiatry, Institute for Drug and Alcohol Studies, Virginia Commonwealth University, Richmond, VA, United States
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Scherbaum S, Haber P, Morley K, Underhill D, Moustafa AA. Biased and less sensitive: A gamified approach to delay discounting in heroin addiction. J Clin Exp Neuropsychol 2017; 40:139-150. [DOI: 10.1080/13803395.2017.1324022] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Affiliation(s)
- Stefan Scherbaum
- Department of Psychology, Technische Universität Dresden, Dresden, Germany
| | - Paul Haber
- NHMRC Centre of Research Excellence in Mental Health and Substance Use, Discipline of Addiction Medicine, Central Clinical School, The University of Sydney, Camperdown, NSW, Australia
| | - Kirsten Morley
- NHMRC Centre of Research Excellence in Mental Health and Substance Use, Discipline of Addiction Medicine, Central Clinical School, The University of Sydney, Camperdown, NSW, Australia
| | - Dylan Underhill
- School of Social Sciences and Psychology, Western Sydney University, Sydney, NSW, Australia
| | - Ahmed A. Moustafa
- School of Social Sciences and Psychology, Western Sydney University, Sydney, NSW, Australia
- Marcs Institute for Brain and Behaviour, Western Sydney University, Sydney, NSW, Australia
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Biernacki K, McLennan SN, Terrett G, Labuschagne I, Rendell PG. Decision-making ability in current and past users of opiates: A meta-analysis. Neurosci Biobehav Rev 2016; 71:342-351. [DOI: 10.1016/j.neubiorev.2016.09.011] [Citation(s) in RCA: 62] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2016] [Revised: 08/04/2016] [Accepted: 09/15/2016] [Indexed: 02/06/2023]
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Psychosocial assessment of living kidney donors: What implications have temperament and character for decision-making? Compr Psychiatry 2016; 67:1-8. [PMID: 27095327 DOI: 10.1016/j.comppsych.2016.02.007] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/10/2015] [Revised: 02/04/2016] [Accepted: 02/08/2016] [Indexed: 11/22/2022] Open
Abstract
OBJECTIVE We compared the personality of kidney donor candidates to non-donor controls and analyzed the personality profile of candidates psychosocially at risk. METHODS 49 consecutive living kidney donor candidates underwent an extensive psychosocial evaluation. Psychosocial risk factors concerning knowledge of donation risks (1), donor-recipient-relationship (2), and/or mental health (3) were rated on a 3-point rating scale (0=high risk, 2=no risk). Furthermore, candidates as well as 49 age-and gender-matched non-donor controls filled in questionnaires concerning psychological distress (Symptom Checklist 90-R) and personality (Temperament and Character Inventory). RESULTS There were no significant differences between candidates and controls concerning psychological distress or personality. Psychosocial assessment identified 13 candidates (26.5%) with increased psychosocial risk. This group displayed compared to candidates without psychosocial risk no difference concerning age, gender, formal education, donor-recipient relationship and psychological distress. However, this group scored significantly higher on reward dependence compared to suitable donors and controls (p<0.05). Reward dependence was associated with a lack of adequate knowledge on donation (r=-0.35, p<0.05). CONCLUSION Reward dependence has important implications for decision-making, because it is associated with an increased tendency to deny potential risks of donation. Careful identification and assessment of reward dependent donor candidates is needed to ensure a free-willed decision.
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Grassi G, Pallanti S, Righi L, Figee M, Mantione M, Denys D, Piccagliani D, Rossi A, Stratta P. Think twice: Impulsivity and decision making in obsessive-compulsive disorder. J Behav Addict 2015; 4:263-72. [PMID: 26690621 PMCID: PMC4712760 DOI: 10.1556/2006.4.2015.039] [Citation(s) in RCA: 94] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/25/2023] Open
Abstract
BACKGROUND AND AIMS Recent studies have challenged the anxiety-avoidance model of obsessive-compulsive disorder (OCD), linking OCD to impulsivity, risky-decision-making and reward-system dysfunction, which can also be found in addiction and might support the conceptualization of OCD as a behavioral addiction. Here, we conducted an exploratory investigation of the behavioral addiction model of OCD by assessing whether OCD patients are more impulsive, have impaired decision-making, and biased probabilistic reasoning, three core dimensions of addiction, in a sample of OCD patients and healthy controls. METHODS We assessed these dimensions on 38 OCD patients and 39 healthy controls with the Barratt Impulsiveness Scale (BIS-11), the Iowa Gambling Task (IGT) and the Beads Task. RESULTS OCD patients had significantly higher BIS-11 scores than controls, in particular on the cognitive subscales. They performed significantly worse than controls on the IGT preferring immediate reward despite negative future consequences, and did not learn from losses. Finally, OCD patients demonstrated biased probabilistic reasoning as reflected by significantly fewer draws to decision than controls on the Beads Task. CONCLUSIONS OCD patients are more impulsive than controls and demonstrate risky decision-making and biased probabilistic reasoning. These results might suggest that other conceptualizations of OCD, such as the behavioral addiction model, may be more suitable than the anxiety-avoidance one. However, further studies directly comparing OCD and behavioral addiction patients are needed in order to scrutinize this model.
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Affiliation(s)
- Giacomo Grassi
- Department of Neurofarba, University of Florence, Florence, Italy,Corresponding author: Giacomo Grassi, MD; Department of Neurofarba, University of Florence, via delle Gore 2H, 50141 Florence, Italy; Phone: 00390557949707; Fax: 0039055794707; E-mail:
| | - Stefano Pallanti
- Department of Neurofarba, University of Florence, Florence, Italy
| | - Lorenzo Righi
- Department of Molecular and Developmental Medicine, University of Siena, Siena, Italy
| | - Martijn Figee
- Department of Psychiatry, Academic Medical Center, University of Amsterdam, Amsterdam, the Netherlands
| | - Mariska Mantione
- Department of Psychiatry, Academic Medical Center, University of Amsterdam, Amsterdam, the Netherlands
| | - Damiaan Denys
- Department of Psychiatry, Academic Medical Center, University of Amsterdam, Amsterdam, the Netherlands
| | | | - Alessandro Rossi
- Department of Mental Health, University of L’Aquila, L’Aquila, Italy
| | - Paolo Stratta
- Department of Mental Health, University of L’Aquila, L’Aquila, Italy
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Ahn WY, Vasilev G, Lee SH, Busemeyer JR, Kruschke JK, Bechara A, Vassileva J. Decision-making in stimulant and opiate addicts in protracted abstinence: evidence from computational modeling with pure users. Front Psychol 2014; 5:849. [PMID: 25161631 PMCID: PMC4129374 DOI: 10.3389/fpsyg.2014.00849] [Citation(s) in RCA: 114] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2014] [Accepted: 07/17/2014] [Indexed: 12/04/2022] Open
Abstract
Substance dependent individuals (SDI) often exhibit decision-making deficits; however, it remains unclear whether the nature of the underlying decision-making processes is the same in users of different classes of drugs and whether these deficits persist after discontinuation of drug use. We used computational modeling to address these questions in a unique sample of relatively “pure” amphetamine-dependent (N = 38) and heroin-dependent individuals (N = 43) who were currently in protracted abstinence, and in 48 healthy controls (HC). A Bayesian model comparison technique, a simulation method, and parameter recovery tests were used to compare three cognitive models: (1) Prospect Valence Learning with decay reinforcement learning rule (PVL-DecayRI), (2) PVL with delta learning rule (PVL-Delta), and (3) Value-Plus-Perseverance (VPP) model based on Win-Stay-Lose-Switch (WSLS) strategy. The model comparison results indicated that the VPP model, a hybrid model of reinforcement learning (RL) and a heuristic strategy of perseverance had the best post-hoc model fit, but the two PVL models showed better simulation and parameter recovery performance. Computational modeling results suggested that overall all three groups relied more on RL than on a WSLS strategy. Heroin users displayed reduced loss aversion relative to HC across all three models, which suggests that their decision-making deficits are longstanding (or pre-existing) and may be driven by reduced sensitivity to loss. In contrast, amphetamine users showed comparable cognitive functions to HC with the VPP model, whereas the second best-fitting model with relatively good simulation performance (PVL-DecayRI) revealed increased reward sensitivity relative to HC. These results suggest that some decision-making deficits persist in protracted abstinence and may be mediated by different mechanisms in opiate and stimulant users.
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Affiliation(s)
- Woo-Young Ahn
- Virginia Tech Carilion Research Institute, Virginia Tech Roanoke, VA, USA
| | | | - Sung-Ha Lee
- Department of Psychological and Brain Sciences, Indiana University Bloomington, IN, USA
| | - Jerome R Busemeyer
- Department of Psychological and Brain Sciences, Indiana University Bloomington, IN, USA
| | - John K Kruschke
- Department of Psychological and Brain Sciences, Indiana University Bloomington, IN, USA
| | - Antoine Bechara
- Department of Psychology, University of Southern California Los Angeles, CA, USA ; Brain and Creativity Institute, University of Southern California Los Angeles, CA, USA
| | - Jasmin Vassileva
- Department of Psychiatry, Virginia Commonwealth University School of Medicine Richmond, VA, USA
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Murphy A, Taylor E, Elliott R. The detrimental effects of emotional process dysregulation on decision-making in substance dependence. Front Integr Neurosci 2012; 6:101. [PMID: 23162443 PMCID: PMC3491319 DOI: 10.3389/fnint.2012.00101] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2012] [Accepted: 10/19/2012] [Indexed: 01/04/2023] Open
Abstract
Substance dependence is complex and multifactorial, with many distinct pathways involved in both the development and subsequent maintenance of addictive behaviors. Various cognitive mechanisms have been implicated, including impulsivity, compulsivity, and impaired decision-making. These mechanisms are modulated by emotional processes, resulting in increased likelihood of initial drug use, sustained substance dependence, and increased relapse during periods of abstinence. Emotional traits, such as sensation-seeking, are risk factors for substance use, and chronic drug use can result in further emotional dysregulation via effects on reward, motivation, and stress systems. We will explore theories of hyper and hypo sensitivity of the brain reward systems that may underpin motivational abnormalities and anhedonia. Disturbances in these systems contribute to the biasing of emotional processing toward cues related to drug use at the expense of natural rewards, which serves to maintain addictive behavior, via enhanced drug craving. We will additionally focus on the sensitization of the brain stress systems that result in negative affect states that continue into protracted abstinence that is may lead to compulsive drug-taking. We will explore how these emotional dysregulations impact upon decision-making controlled by goal-directed and habitual action selections systems, and, in combination with a failure of prefrontal inhibitory control, mediate maladaptive decision-making observed in substance dependent individuals such that they continue drug use in spite of negative consequences. An understanding of the emotional impacts on cognition in substance dependent individuals may guide the development of more effective therapeutic interventions.
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Affiliation(s)
- Anna Murphy
- Neuroscience and Psychiatry Unit, University of ManchesterManchester, UK
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Collins HR, Corbly CR, Liu X, Kelly TH, Lynam D, Joseph JE. Too little, too late or too much, too early? Differential hemodynamics of response inhibition in high and low sensation seekers. Brain Res 2012; 1481:1-12. [PMID: 22902769 PMCID: PMC3637656 DOI: 10.1016/j.brainres.2012.08.004] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2012] [Revised: 07/13/2012] [Accepted: 08/01/2012] [Indexed: 10/28/2022]
Abstract
High sensation seeking is associated with strong approach behaviors and weak avoidance responses. The present study used functional magnetic resonance imaging (fMRI) to further characterize the neurobiological underpinnings of this behavioral profile using a Go/No-go task. Analysis of brain activation associated with response inhibition (No-go) versus response initiation and execution (Go) revealed the commonly reported right lateral prefrontal, insula, cingulate, and supplementary motor area network. However, right lateral activation was associated with greater No-go than Go responses only in low sensation seekers. High sensation seekers showed no differential activation in these regions but a more pronounced Go compared to No-go response in several other regions that are involved in salience detection (insula), motor initiation (anterior cingulate) and attention (inferior parietal cortex). Temporal analysis of the hemodynamic response for Go and No-go conditions revealed that the stronger response to Go than No-go trials in high sensation seekers occurred in in the earliest time window in the right middle frontal gyrus, right mid-cingulate and right precuneus. In contrast, the greater No-go than Go response in low sensation seekers occurred in the later time window in these same regions. These findings indicate that high sensation seekers more strongly attend to or process Go trials and show delayed or minimal inhibitory responses on No-go trials in regions that low sensation seekers use for response inhibition. Failure to engage such regions for response inhibition may underlie some of the risky and impulsive behaviors observed in high sensation seekers.
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Affiliation(s)
- Heather R. Collins
- Department of Anatomy and Neurobiology, College of Medicine, University of Kentucky, Lexington, KY 40536, USA
| | - Christine R. Corbly
- Department of Anatomy and Neurobiology, College of Medicine, University of Kentucky, Lexington, KY 40536, USA
| | - Xun Liu
- Department of Anatomy and Neurobiology, College of Medicine, University of Kentucky, Lexington, KY 40536, USA
| | - Thomas H. Kelly
- Department of Behavioral Science, College of Medicine, University of Kentucky, Lexington, KY 40536, USA
| | - Donald Lynam
- Department of Psychology, College of Arts and Sciences, University of Kentucky, Lexington, KY 40536, USA
| | - Jane E. Joseph
- Department of Anatomy and Neurobiology, College of Medicine, University of Kentucky, Lexington, KY 40536, USA
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Leeman RF, Potenza MN. Similarities and differences between pathological gambling and substance use disorders: a focus on impulsivity and compulsivity. Psychopharmacology (Berl) 2012; 219:469-90. [PMID: 22057662 PMCID: PMC3249521 DOI: 10.1007/s00213-011-2550-7] [Citation(s) in RCA: 263] [Impact Index Per Article: 20.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/08/2011] [Accepted: 10/13/2011] [Indexed: 12/11/2022]
Abstract
RATIONALE Pathological gambling (PG) has recently been considered as a "behavioral" or nonsubstance addiction. A comparison of the characteristics of PG and substance use disorders (SUDs) has clinical ramifications and could help advance future research on these conditions. Specific relationships with impulsivity and compulsivity may be central to understanding PG and SUDs. OBJECTIVES This review was conducted to compare and contrast research findings in PG and SUDs pertaining to neurocognitive tasks, brain function, and neurochemistry, with a focus on impulsivity and compulsivity. RESULTS Multiple similarities were found between PG and SUDs, including poor performance on neurocognitive tasks, specifically with respect to impulsive choice and response tendencies and compulsive features (e.g., response perseveration and action with diminished relationship to goals or reward). Findings suggest dysfunction involving similar brain regions, including the ventromedial prefrontal cortex and striatum and similar neurotransmitter systems, including dopaminergic and serotonergic. Unique features exist which may in part reflect influences of acute or chronic exposures to specific substances. CONCLUSIONS Both similarities and differences exist between PG and SUDs. Understanding these similarities more precisely may facilitate treatment development across addictions, whereas understanding differences may provide insight into treatment development for specific disorders. Individual differences in features of impulsivity and compulsivity may represent important endophenotypic targets for prevention and treatment strategies.
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Affiliation(s)
- Robert F Leeman
- Department of Psychiatry, Yale University School of Medicine, CMHC, 34 Park Street, New Haven, CT 06405, USA.
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