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Guarriello A, Fleckenstein T, Soravia LM, Tschuemperlin RM, Batschelet HM, Jaeger J, Wiers RW, Moggi F, Stein M. Mediation of beneficial effects of an alcohol-specific inhibition training on drinking of patients with alcohol use disorder: The role of cognitive demands and inhibitory performance. Addict Behav 2025; 161:108212. [PMID: 39571511 DOI: 10.1016/j.addbeh.2024.108212] [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: 04/10/2024] [Revised: 10/28/2024] [Accepted: 11/04/2024] [Indexed: 12/09/2024]
Abstract
BACKGROUND A cognitively demanding, alcohol-specific inhibition training (Alc-IT) might enhance treatment success in patients with severe alcohol use disorder (AUD; Stein et al., 2023). An inhibitory working mechanism for Alc-IT has been discussed, but compelling evidence supporting this hypothesis is yet lacking. The present study investigates inhibitory performance during Alc-IT and examines whether inhibitory parameters mediate drinking outcome. METHODS Patients with AUD (N = 232) completed six sessions of either a standard or improved Alc-IT, differing in their inhibitory demands determined by Go/NoGo-ratios in a modified Go-NoGo-task, or a control training. During these training sessions, data on inhibitory performance was collected. To assess differences in inhibitory performance and its improvement, alcohol-related errors of commission and relative performance, integrating accuracy and speed, were analyzed with hierarchical linear contrast models. Mediation analyses tested whether inhibitory performance predicted drinking outcome (percent days abstinent at 3-month follow-up). RESULTS Patients in improved Alc-IT started with higher errors of commission (γ01(standard) = -2.74, p < 0.001, R2 = 0.885) and a lower relative performance in the first training session compared to standard Alc-IT (γ01(standard) = 0.51, p = 0.004). They showed a steeper increase in relative performance until the final sixth session (γ1(s6),(standard) = -0.37, p = 0.024, R2 = 0.882). The effect of improved Alc-IT on drinking outcome was mediated by relative performance increase (bootstrap-CI [0.15, 7.11]). CONCLUSION Higher inhibitory demands enable larger improvements across sessions. Mediation analysis supports an inhibitory working mechanism. Tailoring inhibitory demands to individual performance capacity could optimize future Alc-IT.
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Affiliation(s)
- Alessandra Guarriello
- University Hospital of Psychiatry and Psychotherapy, Translational Research Center, University of Bern, Bern, Switzerland
| | - Tim Fleckenstein
- University of Bern, Department of Clinical Psychology and Psychotherapy, Institute of Psychology, Bern, Switzerland
| | - Leila M Soravia
- University Hospital of Psychiatry and Psychotherapy, Translational Research Center, University of Bern, Bern, Switzerland; Clinic Suedhang, Center for Treatment of Addictive Disorders, Kirchlindach, Switzerland
| | - Raphaela M Tschuemperlin
- University Hospital of Psychiatry and Psychotherapy, Translational Research Center, University of Bern, Bern, Switzerland; Clinic Suedhang, Center for Treatment of Addictive Disorders, Kirchlindach, Switzerland
| | - Hallie M Batschelet
- University Hospital of Psychiatry and Psychotherapy, Translational Research Center, University of Bern, Bern, Switzerland
| | - Joshua Jaeger
- University of Bern, Department of Clinical Psychology and Psychotherapy, Institute of Psychology, Bern, Switzerland; Clinic Suedhang, Center for Treatment of Addictive Disorders, Kirchlindach, Switzerland
| | - Reinout W Wiers
- Addiction, Development and Psychopathology (ADAPT-) Lab, Department of Psychology, University of Amsterdam and Centre for Urban Mental Health, University of Amsterdam, Amsterdam, the Netherlands
| | - Franz Moggi
- University Hospital of Psychiatry and Psychotherapy, Translational Research Center, University of Bern, Bern, Switzerland
| | - Maria Stein
- University Hospital of Psychiatry and Psychotherapy, Translational Research Center, University of Bern, Bern, Switzerland; University of Bern, Department of Clinical Psychology and Psychotherapy, Institute of Psychology, Bern, Switzerland.
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Treiber M, Tsapakis EM, Fountoulakis K. Repetitive Transcranial Magnetic Stimulation for Alcohol Craving in Alcohol Use Disorders: A Meta-analysis. J Addict Med 2024:01271255-990000000-00430. [PMID: 39665462 DOI: 10.1097/adm.0000000000001416] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2024]
Abstract
AIMS We aimed to evaluate the immediate and up to 3 months' effect of multiple-session repetitive transcranial magnetic stimulation (rTMS) on alcohol craving in AUD. METHODS We performed a systematic review and random effects meta-analysis. We included randomized controlled trials with at least 10 sessions of rTMS and postintervention alcohol craving assessment. We evaluated the immediate and up to 3 months' effects of active rTMS versus sham stimulation. RESULTS Twelve studies met inclusion criteria, including 475 participants across both treatment and control groups. rTMS reduced alcohol craving over sham stimulation immediately post-treatment (SMD = -0.79, 95% CI: -1.53 to -0.04, P = 0.04, I2 = 93%). Concerning a maintenance effect, our meta-analysis revealed a medium effect for active rTMS in reduction of alcohol craving at 3-month follow-up (SMD = -0.44, 95% CI: -0.77 to 0.11, P < 0.01, I2 = 38%). Our subgroup analysis revealed that rTMS targeting the medial prefrontal cortex (SMD = -2.12, 95% CI: -4.34 to 0.09, P = 0.06, I2 = 94%) may be more effective than stimulating the right dorsolateral prefrontal cortex (SMD = -1.04, 95% CI: -2.56 to 0.48, P = 0.18, I2 = 96%) or left dorsolateral prefrontal cortex (SMD = -0.27, 95% CI: -0.60 to 0.05, P = 0.10, I2 = 0%) immediately after treatment. CONCLUSION A minimum of 10 sessions of rTMS reduced alcohol craving immediately after treatment; this effect seems to be sustained over a 3-month period. We provide limited evidence of superiority for rTMS targeting the medial prefrontal cortex.
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Affiliation(s)
- Michael Treiber
- From the Department of Psychiatry and Psychotherapy, Medical University of Vienna, Austria (MT); Comprehensive Center for Clinical Neurosciences and Mental Health (C3NMH), Medical University of Vienna, Austria (MT); and 3rd Department of Psychiatry, Division of Neurosciences, School of Medicine, Aristotle University of Thessaloniki, Thessaloniki, Greece (MT, E-MT, KF)
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Biswas T, Singh GK, Mishra P, Mishra BR, Parmar A. Trends of Brain Stimulation Research in Substance Use Disorder: A Review of ClinicalTrials.gov Registered Trials and Their Publications. Indian J Psychol Med 2024:02537176241300195. [PMID: 39677515 PMCID: PMC11638930 DOI: 10.1177/02537176241300195] [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: 12/17/2024] Open
Abstract
Purpose of the Review Brain stimulation techniques targeting neuronal pathways are evolving as a novel therapeutic option for substance use disorders. This study aims to provide an overview of the current research landscape on brain stimulation in addiction psychiatry by analyzing data from ClinicalTrials.gov. It intends to describe the global trends in these trials, highlight the findings reported in their publications, and identify the gaps and challenges to guide future research and clinical practice. Collection and Analysis of Data The ClinicalTrials.gov was searched on March 1, 2024, using every possible paired combination of different brain stimulation techniques (including transcranial magnetic stimulation/TMS, transcranial direct-current stimulation/tDCS, deep brain stimulation/DBS, and vagal nerve stimulation/VNS) and psychoactive substances. A total of 163 human trials were identified, and their details were extracted into a datasheet. Completed and terminated studies were searched separately for publication data. The extracted data were then analyzed using suitable descriptive statistics. Conclusion Most research involved TMS, tDCS, and DBS and focused on alcohol, stimulants, opioids, nicotine, and cannabis. No studies addressed sedatives, hypnotics, hallucinogens, psychedelics, and solvents. Wide variations in modulation protocols and neuroanatomical targets reflect the current lack of guidelines or consensus. Incompleteness and updating delays in the study registry raise concerns regarding registration protocols. The published trials report beneficial effects of TMS in nicotine, stimulant, and cannabis users, TMS in alcohol users, and VNS in opioid users.
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Affiliation(s)
- Tathagata Biswas
- Dept. of Psychiatry, All India Institute of Medical Sciences, Bhubaneswar, Odisha, India
| | - Gaurav Kumar Singh
- Drug De-Addiction Programme, All India Institute of Medical Sciences, Bhubaneswar, Odisha, India
| | - Pritiman Mishra
- Dept. of Psychiatry, All India Institute of Medical Sciences, Bhubaneswar, Odisha, India
| | - Biswa Ranjan Mishra
- Dept. of Psychiatry, All India Institute of Medical Sciences, Bhubaneswar, Odisha, India
| | - Arpit Parmar
- Dept. of Psychiatry, All India Institute of Medical Sciences, Bhubaneswar, Odisha, India
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Wyckmans F, Chatard A, Kornreich C, Gruson D, Jaafari N, Noël X. Impact of provoked stress on model-free and model-based reinforcement learning in individuals with alcohol use disorder. Addict Behav Rep 2024; 20:100574. [PMID: 39659897 PMCID: PMC11629551 DOI: 10.1016/j.abrep.2024.100574] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2024] [Revised: 11/06/2024] [Accepted: 11/22/2024] [Indexed: 12/12/2024] Open
Abstract
Background From both clinical and theoretical perspectives, understanding the functionality of evaluative reinforcement learning mechanisms (Model-Free, MF, and Model-Based, MB) under provoked stress, particularly in Alcohol Use Disorder (AUD), is crucial yet underexplored. This study aims to evaluate whether individuals with AUD who do not seek treatment show a greater tendency towards retrospective behaviors (MF) rather than prospective and deliberative simulations (MB) compared to controls. Additionally, it examines the impact of induced social stress on these decision-making processes. Methods A cohort comprising 117 participants, including 55 individuals with AUD and 62 controls, was examined. Acute social stress was induced through the socially evaluated cold pressor task (SECPT), followed by engagement in a Two-Step Markov task to assess MB and MF learning tendencies. We measured hypothalamic-pituitary-adrenal axis stress response using salivary cortisol levels. Results Both groups showed similar baseline cortisol levels and responses to the SECPT. Our findings indicate that participants with AUD exhibit a reduced reliance on MB strategies compared to those without AUD. Furthermore, stress decreases reliance on MB strategies in healthy participants, but this effect is not observed in those with AUD. Conclusion An atypical pattern of stress modulation impacting the balance between MB and MF reinforcement learning was identified in individuals with AUD who are not seeking treatment. Potential explanations for these findings and their clinical implications are explored.
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Affiliation(s)
- Florent Wyckmans
- Laboratoire de Psychologie Médicale et d’Addictologie, Université Libre de Bruxelles (ULB), place Van Gehuchten 4, 1020 Brussels, Belgium
| | - Armand Chatard
- Faculty of Psychology, Université de Poitiers, MSHS Bat A5 - 5, rue Théodore Lefebvre, 86073 Poitiers, France
| | - Charles Kornreich
- Laboratoire de Psychologie Médicale et d’Addictologie, Université Libre de Bruxelles (ULB), place Van Gehuchten 4, 1020 Brussels, Belgium
| | - Damien Gruson
- Cliniques Universitaires St-Luc, Av. Hippocrate 10, 1200 Brussels, Belgium
| | - Nemat Jaafari
- Centre Hospitalier Henri Laborit, 370 Avenue Jacques Cœur, Pavillon Toulouse, Université de Poitiers, France
| | - Xavier Noël
- Laboratoire de Psychologie Médicale et d’Addictologie, Université Libre de Bruxelles (ULB), place Van Gehuchten 4, 1020 Brussels, Belgium
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Dayal P, Kaloiya GS, Verma R, Kumar N. Need to rethink tDCS protocols for the treatment of alcohol use disorder: Insights from a randomized sham-controlled clinical trial among detoxified inpatients. J Addict Dis 2024; 42:544-550. [PMID: 37707493 DOI: 10.1080/10550887.2023.2257106] [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: 09/15/2023]
Abstract
OBJECTIVES Alcohol use disorder (AUD) is a chronic disorder with various health problems. Reduced functioning of the Dorsolateral Prefrontal Cortex (DLPFC) is associated with impaired regulation of alcohol-seeking behaviors and increased cravings in individuals with AUD. This study aimed to investigate whether 10 add-on sessions of tDCS, over the left DLPFC in detoxified inpatients with AUD could reduce cravings and increase abstinence rates at three months. METHODS Detoxified inpatients with AUD were randomly assigned to either treatment as usual (TAU) plus ten sessions of active tDCS over left DLPFC, or TAU plus ten sessions of sham tDCS treatment twice daily for five consecutive days. RESULTS The results from the generalized linear mixed model (GLMM) revealed that time had a significant effect on OCDS scores, but neither treatment nor interaction between these two factors had a significant effect on OCDS scores The Chi-square test in the intention- to- treat analysis did not show a significant difference in complete abstinence rates between the active treatment group and the sham treatment group. CONCLUSIONS we found that adding ten sessions of active tDCS over left DLPFC tDCS to the treatment as usual for AUD did not result in improved abstinence rates or reduced craving.
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Affiliation(s)
- Prabhoo Dayal
- National Drug Dependence Treatment Centre, All India Institute of Medical Sciences (AIIMS), New Delhi, India
| | - Gauri S Kaloiya
- National Drug Dependence Treatment Centre, All India Institute of Medical Sciences (AIIMS), New Delhi, India
| | - Rohit Verma
- Department of Psychiatry, All India Institute of Medical Sciences (AIIMS), New Delhi, India
| | - Nand Kumar
- Department of Psychiatry, All India Institute of Medical Sciences (AIIMS), New Delhi, India
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Ygael N, Zangen A. Modulation of Alcohol Use Disorder by Brain Stimulation. Curr Top Behav Neurosci 2024. [PMID: 39039357 DOI: 10.1007/7854_2024_487] [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: 07/24/2024]
Abstract
Currently available therapeutic modalities for alcohol use disorder (AUD) produce limited effect sizes or long-term compliance. Recent methods that were developed to modulate brain activity represent potential novel treatment options. Various methods of brain stimulation, when applied repeatedly, can induce long-term neurobiological, behavioral, and cognitive modifications. Recent studies in alcoholic subjects indicate the potential of brain stimulation methods to reduce alcohol craving, consumption, and relapse. Specifically, deep brain stimulation (DBS) of the nucleus accumbens or non-surgical stimulation of the dorsolateral prefrontal cortex (PFC) or medial PFC and anterior cingulate cortex using transcranial magnetic stimulation (TMS) has shown clinical benefit. However, further preclinical and clinical research is needed to establish understanding of mechanisms and the treatment protocols of brain stimulation for AUD. While efforts to design comparable apparatus in rodents continue, preclinical studies can be used to examine targets for DBS protocols, or to administer temporal patterns of pulsus similar to those used for TMS, to more superficial targets through implanted electrodes. The clinical field will benefit from studies with larger sample sizes, higher numbers of stimulation sessions, maintenance sessions, and long follow-up periods. The effect of symptoms provocation before and during stimulation should be further studied. Larger studies may have the power to explore predictive factors for the clinical outcome and thereby to optimize patient selection and eventually even develop personalization of the stimulation parameters.
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Affiliation(s)
- Noam Ygael
- Department of Life Science and the Zelman Neuroscience Center, Ben-Gurion University, Beer Sheva, Israel
| | - Abraham Zangen
- Department of Life Science and the Zelman Neuroscience Center, Ben-Gurion University, Beer Sheva, Israel.
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Chan YH, Chang HM, Lu ML, Goh KK. Targeting cravings in substance addiction with transcranial direct current stimulation: insights from a meta-analysis of sham-controlled trials. Psychiatry Res 2024; 331:115621. [PMID: 38043411 DOI: 10.1016/j.psychres.2023.115621] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/24/2023] [Revised: 10/06/2023] [Accepted: 11/19/2023] [Indexed: 12/05/2023]
Abstract
Addiction is a substantial health concern; craving-the core symptom of addiction-is strongly associated with relapse. Transcranial direct current stimulation (tDCS) is a noninvasive brain stimulation technique that reduces cravings by altering cortical excitability and connectivity in brain regions. This systematic review and meta-analysis was conducted (following the PRISMA guidelines) to evaluate the efficacy of tDCS in reducing cravings for substances. Our analysis included 43 randomized, sham-controlled trials involving 1,095 and 913 participants receiving tDCS and sham stimulation, respectively. We analyzed the changes in craving scores and found that tDCS led to a moderate reduction in cravings compared with the sham effects. This effect was particularly pronounced when bilateral stimulation was used, the anodal electrode was placed on the right dorsolateral prefrontal cortex, current intensities ranged from 1.5 to 2 mA, stimulation sessions lasted 20 minutes, and the electrodes size was ≥35 cm². Notably, tDCS effectively reduced cravings for opioids, methamphetamine, cocaine, and tobacco but not for alcohol or cannabis. Our findings indicate tDCS as a promising, noninvasive, and low-risk intervention for reducing cravings for opioids, methamphetamine, cocaine, and tobacco. Additional studies are warranted to refine stimulation parameters and evaluate the long-term efficacy of tDCS in managing substance cravings.
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Affiliation(s)
- Yi-Hsun Chan
- Department of Psychiatry, Wan Fang Hospital, Taipei Medical University, Taipei, Taiwan
| | - Hu-Ming Chang
- Department of Addiction Sciences, Taipei City Psychiatric Center, Taipei City Hospital, Taipei, Taiwan; Psychiatric Research Center, Wan Fang Hospital, Taipei Medical University, Taipei, Taiwan
| | - Mong-Liang Lu
- Department of Psychiatry, Wan Fang Hospital, Taipei Medical University, Taipei, Taiwan; Psychiatric Research Center, Wan Fang Hospital, Taipei Medical University, Taipei, Taiwan; Department of Psychiatry, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan
| | - Kah Kheng Goh
- Department of Psychiatry, Wan Fang Hospital, Taipei Medical University, Taipei, Taiwan; Psychiatric Research Center, Wan Fang Hospital, Taipei Medical University, Taipei, Taiwan; Department of Psychiatry, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan; Graduate Institute of Injury Prevention and Control, College of Public Health, Taipei Medical University, Taipei, Taiwan; The Innovative and Translational Research Center for Brain Consciousness, Taipei Medical University, Taipei, Taiwan.
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Campanella S. The potential utility of evoked potentials in the treatment of mental illnesses. PSYCHORADIOLOGY 2023; 3:kkad024. [PMID: 38666117 PMCID: PMC10917381 DOI: 10.1093/psyrad/kkad024] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/19/2023] [Revised: 10/16/2023] [Accepted: 10/23/2023] [Indexed: 04/28/2024]
Affiliation(s)
- Salvatore Campanella
- Laboratoire de Psychologie Médicale et d'Addictologie, ULB Neuroscience Institute (UNI), CHU Brugmann-Université Libre de Bruxelles (U.L.B.), 1020 Brussels, Belgium
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Camchong J, Roediger D, Fiecas M, Gilmore CS, Kushner M, Kummerfeld E, Mueller BA, Lim KO. Frontal tDCS reduces alcohol relapse rates by increasing connections from left dorsolateral prefrontal cortex to addiction networks. Brain Stimul 2023; 16:1032-1040. [PMID: 37348702 PMCID: PMC10530485 DOI: 10.1016/j.brs.2023.06.011] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2022] [Revised: 04/27/2023] [Accepted: 06/19/2023] [Indexed: 06/24/2023] Open
Abstract
BACKGROUND Brain-based interventions are needed to address persistent relapse in alcohol use disorder (AUD). Neuroimaging evidence suggests higher frontal connectivity as well as higher within-network connectivity of theoretically defined addiction networks are associated with reduced relapse rates and extended abstinence during follow-up periods. OBJECTIVE /Hypothesis: A longitudinal randomized double-blind sham-controlled clinical trial investigated whether a non-invasive neuromodulation intervention delivered during early abstinence can (i) modulate connectivity of addiction networks supporting abstinence and (ii) improve relapse rates. HYPOTHESES Active transcranial direct current stimulation (tDCS) will (i) increase connectivity of addiction networks known to support abstinence and (ii) reduce relapse rates. METHODS Short-term abstinent AUD participants (n = 60) were assigned to 5 days of either active tDCS or sham during cognitive training. Causal discovery analysis (CDA) examined the directional influence from left dorsolateral prefrontal cortex (LDLPFC, stimulation site) to addiction networks that support abstinence. RESULTS Active tDCS had an effect on the average strength of CDA-determined connectivity from LDLPFC to the incentive salience and negative emotionality addiction networks - increasing in the active tDCS group only. Active tDCS had an effect on relapse rates following the intervention, with lower probability of relapse in the active tDCS vs. sham. Active tDCS showed an unexpected sex-dependent effect on relapse rates. CONCLUSION Our results suggest that LDLPFC stimulation delivered during early abstinence has an effect on addiction networks supporting abstinence and on relapse rates. The unexpected sex-dependent neuromodulation effects need to be further examined in larger clinical trials.
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Affiliation(s)
- Jazmin Camchong
- University of Minnesota Department of Psychiatry and Behavioral Sciences, 2312 S. 6th St., Floor 2, Suite F-275, Minneapolis, MN, 55454, USA.
| | - Donovan Roediger
- University of Minnesota Department of Psychiatry and Behavioral Sciences, 2312 S. 6th St., Floor 2, Suite F-275, Minneapolis, MN, 55454, USA
| | - Mark Fiecas
- University of Minnesota School of Public Health, 420 Delaware St SE, Minneapolis, MN, 55455, USA
| | - Casey S Gilmore
- University of Minnesota Department of Psychiatry and Behavioral Sciences, 2312 S. 6th St., Floor 2, Suite F-275, Minneapolis, MN, 55454, USA; Minneapolis VA Health Care System, Geriatrics Research Education and Clinical Center (GRECC), 1 Veterans Dr., Minneapolis, MN, 55417, USA
| | - Matt Kushner
- University of Minnesota Department of Psychiatry and Behavioral Sciences, 2312 S. 6th St., Floor 2, Suite F-275, Minneapolis, MN, 55454, USA
| | - Erich Kummerfeld
- University of Minnesota Institute for Health Informatics, 8-100 Phillips-Wangensteen Building, 516 Delaware Street SE, Minneapolis, MN, 55455, USA
| | - Bryon A Mueller
- University of Minnesota Department of Psychiatry and Behavioral Sciences, 2312 S. 6th St., Floor 2, Suite F-275, Minneapolis, MN, 55454, USA
| | - Kelvin O Lim
- University of Minnesota Department of Psychiatry and Behavioral Sciences, 2312 S. 6th St., Floor 2, Suite F-275, Minneapolis, MN, 55454, USA; Minneapolis VA Health Care System, Geriatrics Research Education and Clinical Center (GRECC), 1 Veterans Dr., Minneapolis, MN, 55417, USA
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Wiers RW, Pan T, van Dessel P, Rinck M, Lindenmeyer J. Approach-Bias Retraining and Other Training Interventions as Add-On in the Treatment of AUD Patients. Curr Top Behav Neurosci 2023. [PMID: 37221351 DOI: 10.1007/7854_2023_421] [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: 05/25/2023]
Abstract
In the past two decades, a variety of cognitive training interventions have been developed to help people overcome their addictive behaviors. Conceptually, it is important to distinguish between programs in which reactions to addiction-relevant cues are trained (varieties of cognitive bias modification, CBM) and programs in which general abilities are trained such as working memory or mindfulness. CBM was first developed to study the hypothesized causal role in mental disorders: by directly manipulating the bias, it was investigated to what extent this influenced disorder-relevant behavior. In these proof-of-principle studies, the bias was temporarily modified in volunteers, either temporarily increased or decreased, with corresponding effects on behavior (e.g., beer consumption), in case the bias was successfully manipulated. In subsequent clinical randomized controlled trials (RCTs), training (away from the substance vs. sham training) was added to clinical treatment. These studies have demonstrated that CBM, as added to treatment, reduces relapse with a small effect of about 10% (similar effect size as for medication, with the strongest evidence for approach-bias modification). This has not been found for general ability training (e.g., working memory training), although effects on other psychological functions have been found (e.g., impulsivity). Mindfulness also has been found to help people overcome addictions, and different from CBM, also as stand-alone intervention. Research on (neuro-)cognitive mechanisms underlying approach-bias modification has pointed to a new perspective in which automatic inferences rather than associations are influenced by training, which has led to the development of a new variety of training: ABC training.
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Affiliation(s)
- Reinout W Wiers
- Addiction Development and Psychopathology (ADAPT) Lab, Department of Psychology, University of Amsterdam, Amsterdam, The Netherlands
- Centre for Urban Mental Health, University of Amsterdam, Amsterdam, The Netherlands
| | - Ting Pan
- Addiction Development and Psychopathology (ADAPT) Lab, Department of Psychology, University of Amsterdam, Amsterdam, The Netherlands
| | - Pieter van Dessel
- Department of Experimental Clinical and Health Psychology, Ghent University, Ghent, Belgium
| | - Mike Rinck
- Behavioural Science Institute, Radboud University, Nijmegen, The Netherlands
- Ruhr University Bochum, Bochum, Germany
| | - Johannes Lindenmeyer
- Salus Klinik, Lindow, Germany
- Medizinische Hochschule Brandenburg Theodor Fontane, Brandenburg, Germany
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Verdejo-Garcia A, Rezapour T, Giddens E, Khojasteh Zonoozi A, Rafei P, Berry J, Caracuel A, Copersino ML, Field M, Garland EL, Lorenzetti V, Malloy-Diniz L, Manning V, Marceau EM, Pennington DL, Strickland JC, Wiers R, Fairhead R, Anderson A, Bell M, Boendermaker WJ, Brooks S, Bruno R, Campanella S, Cousijn J, Cox WM, Dean AC, Ersche KD, Franken I, Froeliger B, Gamito P, Gladwin TE, Goncalves PD, Houben K, Jacobus J, Jones A, Kaag AM, Lindenmeyer J, McGrath E, Nardo T, Oliveira J, Pennington CR, Perrykkad K, Piercy H, Rupp CI, Schulte MHJ, Squeglia LM, Staiger P, Stein DJ, Stein J, Stein M, Stoops WW, Sweeney M, Witkiewitz K, Woods SP, Yi R, Zhao M, Ekhtiari H. Cognitive training and remediation interventions for substance use disorders: a Delphi consensus study. Addiction 2023; 118:935-951. [PMID: 36508168 PMCID: PMC10073279 DOI: 10.1111/add.16109] [Citation(s) in RCA: 25] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Accepted: 11/23/2022] [Indexed: 12/14/2022]
Abstract
AIMS Substance use disorders (SUD) are associated with cognitive deficits that are not always addressed in current treatments, and this hampers recovery. Cognitive training and remediation interventions are well suited to fill the gap for managing cognitive deficits in SUD. We aimed to reach consensus on recommendations for developing and applying these interventions. DESIGN, SETTING AND PARTICIPANTS We used a Delphi approach with two sequential phases: survey development and iterative surveying of experts. This was an on-line study. During survey development, we engaged a group of 15 experts from a working group of the International Society of Addiction Medicine (Steering Committee). During the surveying process, we engaged a larger pool of experts (n = 54) identified via recommendations from the Steering Committee and a systematic review. MEASUREMENTS Survey with 67 items covering four key areas of intervention development: targets, intervention approaches, active ingredients and modes of delivery. FINDINGS Across two iterative rounds (98% retention rate), the experts reached a consensus on 50 items including: (i) implicit biases, positive affect, arousal, executive functions and social processing as key targets of interventions; (ii) cognitive bias modification, contingency management, emotion regulation training and cognitive remediation as preferred approaches; (iii) practice, feedback, difficulty-titration, bias modification, goal-setting, strategy learning and meta-awareness as active ingredients; and (iv) both addiction treatment work-force and specialized neuropsychologists facilitating delivery, together with novel digital-based delivery modalities. CONCLUSIONS Expert recommendations on cognitive training and remediation for substance use disorders highlight the relevance of targeting implicit biases, reward, emotion regulation and higher-order cognitive skills via well-validated intervention approaches qualified with mechanistic techniques and flexible delivery options.
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Affiliation(s)
- Antonio Verdejo-Garcia
- School of Psychological Sciences and Turner Institute for Brain and Mental Health, Monash University, Clayton, VIC, Australia
| | - Tara Rezapour
- Department of Cognitive Psychology, Institute for Cognitive Science Studies, Tehran, Iran
| | - Emily Giddens
- School of Psychological Sciences and Turner Institute for Brain and Mental Health, Monash University, Clayton, VIC, Australia
| | - Arash Khojasteh Zonoozi
- Iranian National Center for Addiction Studies, Tehran University of Medical Sciences, Tehran, Iran
| | - Parnian Rafei
- Iranian National Center for Addiction Studies, Tehran University of Medical Sciences, Tehran, Iran
| | - Jamie Berry
- Faculty of Medicine and Health Sciences, Macquarie University, Macquarie Park, NSW, Australia
| | - Alfonso Caracuel
- Mind, Brain and Behavior Research Center, Universidad de Granada, Granada, Spain
| | | | - Matt Field
- Department of Psychology, University of Sheffield, Sheffield, UK
| | - Eric L Garland
- Center on Mindfulness and Integrative Health Intervention Development, University of Utah, Salt Lake City, UT, USA
| | - Valentina Lorenzetti
- Neuroscience of Addiction and Mental Health Program, Healthy Brain and Mind Research Centre, School of Behavioral Sciences, Faculty of Health Sciences, Australian Catholic University, Melbourne, VIC, Australia
| | - Leandro Malloy-Diniz
- Mental Health Department, Faculty of Medicine, Federal University of Minas Gerais, Belo Horizonte, Brazil
| | - Victoria Manning
- Turning Point Drug and Alcohol Centre and Monash Addiction Research Centre (MARC), Monash University, Melbourne, VIC, Australia
| | - Ely M Marceau
- School of Psychology and Illawarra Health and Medical Research Institute, University of Wollongong, Wollongong, NSW, Australia
| | - David L Pennington
- Department of Psychiatry and Behavioral Sciences, University of California, San Francisco, San Francisco, CA, USA
| | - Justin C Strickland
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Reinout Wiers
- Addiction Development and Psychopathology (ADAPT) Laboratory, Department of Psychology, Centre for Urban Mental Health, University of Amsterdam, Amsterdam, the Netherlands
| | - Rahia Fairhead
- School of Psychological Sciences and Turner Institute for Brain and Mental Health, Monash University, Clayton, VIC, Australia
| | - Alexandra Anderson
- School of Psychological Sciences and Turner Institute for Brain and Mental Health, Monash University, Clayton, VIC, Australia
| | - Morris Bell
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
| | - Wouter J Boendermaker
- Addiction, Development, and Psychopathology (ADAPT) Laboratory, Department of Psychology, University of Amsterdam, Amsterdam, the Netherlands
| | - Samantha Brooks
- Research Centre for Brain and Behaviour, School of Psychology, Faculty of Health, Liverpool John Moores University, UK
| | - Raimondo Bruno
- School of Psychology, University of Tasmania, TAS, Hobart, Australia
| | - Salvatore Campanella
- Laboratoire de Psychologie Médicale et d'Addictologie, ULB Neuroscience Institute (UNI), CHU Brugmann-Université Libre de Bruxelles, Bruxelles, Belgium
| | - Janna Cousijn
- Department of Psychology, Education and Child Studies, Erasmus University Rotterdam, the Netherlands
| | - W Miles Cox
- School of Human and Behavioural Sciences, Bangor University, Bangor, UK
| | - Andrew C Dean
- Department of Psychiatry and Semel Institute for Neuroscience and Human Behavior, University of California Los Angeles, CA, USA
| | - Karen D Ersche
- Department of Psychiatry, University of Cambridge, Cambridge, UK
| | - Ingmar Franken
- Department of Psychology, Education and Child Studies, Erasmus University Rotterdam, the Netherlands
| | - Brett Froeliger
- Department of Psychiatry and Psychological Sciences, University of Missouri, Columbia, MO, USA
| | | | | | - Priscila D Goncalves
- Department of Epidemiology, Columbia University Mailman School of Public Health, New York, NY, USA
| | - Katrijn Houben
- Faculty of Psychology and Neuroscience, Maastricht University, Maastricht, the Netherlands
| | - Joanna Jacobus
- Department of Psychiatry, University of California San Diego, CA, USA
| | - Andrew Jones
- Department of Psychology, University of Liverpool, UK
| | - Anne M Kaag
- Department of Clinical, Neuro and Developmental Psychology, Vrije Universiteit Amsterdam, the Netherlands
| | | | - Elly McGrath
- Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK
| | - Talia Nardo
- School of Psychological Sciences, Macquarie University, NSW, Australia
| | | | | | - Kelsey Perrykkad
- Cognition and Philosophy Laboratory, Monash Centre for Consciousness and Contemplative Studies, Monash University, Melbourne, VIC, Australia
| | - Hugh Piercy
- Monash Addiction Research Centre, Eastern Health Clinical School, Monash University, Melbourne, VIC, Australia
| | - Claudia I Rupp
- Department of Psychiatry, Psychotherapy, Psychosomatics and Medical Psychology, University Clinics of Psychiatry I, Medical University Innsbruck, Innsbruck, Austria
| | - Mieke H J Schulte
- Department of Clinical, Neuro and Developmental Psychology, Vrije Universiteit Amsterdam, the Netherlands
| | - Lindsay M Squeglia
- Department of Psychiatry, Medical University of South Carolina, Charleston, SC, USA
| | - Petra Staiger
- School of Psychology, Deakin University, Melbourne, VIC, Australia
| | - Dan J Stein
- SAMRC Unit on Risk and Resilience in Mental Disorders, Department of Psychiatry and Neuroscience Institute, University of Cape Town, Cape Town, South Africa
| | - Jeff Stein
- Center for Health Behaviors Research, Fralin Biomedical Research Institute at Virginial Tech, VA, USA
| | - Maria Stein
- Department for Clinical Psychology and Psychotherapy, University of Bern, Switzerland
| | - William W Stoops
- Department of Behavioral Science, University of Kentucky, Lexington, KY, USA
| | - Mary Sweeney
- Behavioral Pharmacology Research Unit, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Katie Witkiewitz
- Department of Psychology and Center on Alcohol, Substance Use and Addictions, University of New Mexico, NM, USA
| | - Steven P Woods
- Department of Psychology, University of Houston, Houston, TX, USA
| | - Richard Yi
- Department of Psychology, University of Kansas, Lawrence, KS, USA
| | - Min Zhao
- Shanghai Jiaotong University School of Medicine, Shanghai, China
| | - Hamed Ekhtiari
- Department of Psychiatry, University of Minnesota, Minneapolis, MN, USA
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12
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Horczak P, Wang C, De Witte S, De Smet S, Remue J, De Raedt R, Vanderhasselt MA, Wu GR, Lemmens GMD, Baeken C. Combining transcranial direct current stimulation with group cognitive behavioral therapy developed to treat rumination: a clinical pilot study. Front Neurol 2023; 14:1167029. [PMID: 37181556 PMCID: PMC10167311 DOI: 10.3389/fneur.2023.1167029] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2023] [Accepted: 04/03/2023] [Indexed: 05/16/2023] Open
Abstract
Background As part of repetitive negative thinking (RNT), rumination is a maladaptive cognitive response style to stress or negative mood which can increase the risk of depression and may prohibit complete recovery. Cognitive behavioral therapy (CBT) and transcranial direct current stimulation (tDCS) both proved to be effective in decreasing rumination. However, the combined effects of tDCS and CBT interventions on rumination have not yet been explored. The first aim of this pilot study is to investigate whether the combination of tDCS and CBT has an accumulating positive effect on modulating state rumination. The second aim is to assess the feasibility and safety profile of the proposed combined approach. Method Seventeen adults aged 32-60 years, suffering from RNT, were referred by their primary care professional to participate in an 8-week group intervention for RNT ("Drop It") comprising 8 sessions of CBT. Before each CBT session, patients underwent one double-blinded prefrontal active (2 mA for 20 min) or sham tDCS (anode over F3, cathode over the right supraorbital region) combined with an internal cognitive attention task focused on individual RNT, i.e., online tDCS priming. During each session, the Brief State Rumination Inventory was used to assess state rumination. Results A mixed effects model analysis revealed no significant differences between the stimulation conditions, weekly sessions, or their interaction in terms of state rumination scores. Conclusion Overall, the combination of online tDCS priming followed by group CBT was found to be safe and feasible. On the other hand, no significant additional effects of this combined approach on state rumination were established. Although our pilot study may have been too small to find significant clinical effects, future larger RCT studies on combined tDCS-CBT treatment protocols may reevaluate the selection of internal cognitive attention tasks and more objective neurophysiological measurements, consider the optimal timing of the combination (concurrently or sequentially), or may add additional tDCS sessions when following CBT.
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Affiliation(s)
- Paula Horczak
- Ghent Experimental Psychiatry (GHEP) Lab, Ghent University, Ghent, Belgium
- Department of Head and Skin – Psychiatry and Medical Psychology, Ghent University, Ghent, Belgium
| | - Chanyu Wang
- Ghent Experimental Psychiatry (GHEP) Lab, Ghent University, Ghent, Belgium
- Department of Head and Skin – Psychiatry and Medical Psychology, Ghent University, Ghent, Belgium
| | - Sara De Witte
- Ghent Experimental Psychiatry (GHEP) Lab, Ghent University, Ghent, Belgium
- Department of Head and Skin – Psychiatry and Medical Psychology, Ghent University, Ghent, Belgium
- Department of Neurology and Bru-BRAIN, University Hospital Brussels, Brussels, Belgium
- Neuroprotection and Neuromodulation Research Group (NEUR), Center for Neurosciences (C4N), Vrije Universiteit Brussel (VUB), Brussels, Belgium
- Department of Psychiatry, Universitair Ziekenhuis Brussel (UZ Brussel), Vrije Universiteit Brussel (VUB), Brussels, Belgium
| | - Stefanie De Smet
- Ghent Experimental Psychiatry (GHEP) Lab, Ghent University, Ghent, Belgium
- Department of Head and Skin – Psychiatry and Medical Psychology, Ghent University, Ghent, Belgium
| | - Jonathan Remue
- Department of Psychiatry, Ghent University Hospital, Ghent, East Flanders, Belgium
| | - Rudi De Raedt
- Department of Experimental Clinical and Health Psychology, Ghent University, Ghent, Belgium
| | - Marie-Anne Vanderhasselt
- Ghent Experimental Psychiatry (GHEP) Lab, Ghent University, Ghent, Belgium
- Department of Head and Skin – Psychiatry and Medical Psychology, Ghent University, Ghent, Belgium
| | - Guo-Rong Wu
- Key Laboratory of Cognition and Personality, Faculty of Psychology, Southwest University, Chongqing, China
| | - Gilbert M. D. Lemmens
- Department of Head and Skin – Psychiatry and Medical Psychology, Ghent University, Ghent, Belgium
- Department of Psychiatry, Ghent University Hospital, Ghent, East Flanders, Belgium
| | - Chris Baeken
- Ghent Experimental Psychiatry (GHEP) Lab, Ghent University, Ghent, Belgium
- Department of Head and Skin – Psychiatry and Medical Psychology, Ghent University, Ghent, Belgium
- Department of Neurology and Bru-BRAIN, University Hospital Brussels, Brussels, Belgium
- Neuroprotection and Neuromodulation Research Group (NEUR), Center for Neurosciences (C4N), Vrije Universiteit Brussel (VUB), Brussels, Belgium
- Department of Psychiatry, Universitair Ziekenhuis Brussel (UZ Brussel), Vrije Universiteit Brussel (VUB), Brussels, Belgium
- Department of Psychiatry, Ghent University Hospital, Ghent, East Flanders, Belgium
- Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, Netherlands
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13
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Guo Z, Qiu R, Qiu H, Lu H, Zhu X. Long-term effects of repeated multitarget high-definition transcranial direct current stimulation combined with cognitive training on response inhibition gains. Front Neurosci 2023; 17:1107116. [PMID: 36968503 PMCID: PMC10033537 DOI: 10.3389/fnins.2023.1107116] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2022] [Accepted: 02/24/2023] [Indexed: 03/11/2023] Open
Abstract
BackgroundFew studies have investigated the effects of repeated sessions of transcranial direct current stimulation (tDCS) combined with concurrent cognitive training on improving response inhibition, and the findings have been heterogeneous in the limited research. This study investigated the long-lasting and transfer effects of 10 consecutive sessions of multitarget anodal HD-tDCS combined with concurrent cognitive training on improving response inhibition compared with multitarget stimulation or training alone.MethodsNinety-four healthy university students aged 18–25 were randomly assigned to undergo different interventions, including real stimulation combined with stop-signal task (SST) training, real stimulation, sham stimulation combined with SST training, and sham stimulation. Each intervention lasted 20 min daily for 10 consecutive days, and the stimulation protocol targeted right inferior frontal gyrus (rIFG) and pre-supplementary motor area (pre-SMA) simultaneously with a total current intensity of 2.5 mA. Performance on SST and possible transfer effects to Stroop task, attention network test, and N-back task were measured before and 1 day and 1 month after completing the intervention course.ResultsThe main findings showed that the combined protocol and the stimulation alone significantly reduced stop-signal reaction time (SSRT) in the post-intervention and follow-up tests compared to the pre-intervention test. However, training alone only decreased SSRT in the post-test. The sham control exhibited no changes. Subgroup analysis revealed that the combined protocol and the stimulation alone induced a decrease in the SSRT of the low-performance subgroup at the post-test and follow-up test compared with the pre-test. However, only the combined protocol, but not the stimulation alone, improved the SSRT of the high-performance subgroup. The transfer effects were absent.ConclusionThis study provides supportive evidence for the synergistic effect of the combined protocol, indicating its superiority over the single intervention method. In addition, the long-term after-effects can persist for up to at least 1 month. Our findings also provide insights into the clinical application and strategy for treating response inhibition deficits.
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14
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Noël X. A critical perspective on updating drug memories through the integration of memory editing and brain stimulation. Front Psychiatry 2023; 14:1161879. [PMID: 37124256 PMCID: PMC10140428 DOI: 10.3389/fpsyt.2023.1161879] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/08/2023] [Accepted: 03/27/2023] [Indexed: 05/02/2023] Open
Abstract
Addiction is a persistent, recurring condition characterized by repeated relapses despite the desire to control drug use or maintain sobriety. The attainment of abstinence is hindered by persistent maladaptive drug-associated memories, which drive drug-seeking and use behavior. This article examines the preliminary evidence supporting the combination of non-invasive brain stimulation (NIBS) techniques and memory editing (or reconsolidation) interventions as add-on forms of treatment for individuals with substance-related disorders (SUD). Studies have shown that NIBS can modestly reduce drug use and craving through improved cognitive control or other undetermined reasons. Memory reconsolidation, a process by which a previously consolidated memory trace can be made labile again, can potentially erase or significantly weaken SUD memories underpinning craving and the propensity for relapse. This approach conveys enthusiasm while also emphasizing the importance of managing boundary conditions and null results for interventions found on fear memory reconsolidation. Recent studies, which align with the state-dependency and activity-selectivity hypotheses, have shown that the combination of NIBS and behavioral interventions holds promise for treating SUD by reducing self-reported and physiological aspects of craving. Effective long-term outcomes for this procedure require better identification of critical memories, a deeper understanding of the brain mechanisms underlying SUD and memory reconsolidation and overcoming any boundary conditions of destabilized memories. This will enable the procedure to be personalized to the unique needs of individual patients.
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Affiliation(s)
- Xavier Noël
- Laboratoire de Psychologie Médicale et d’Addictologie, Faculty of Medicine, Université Libre de Bruxelles (ULB), Brussels, Belgium
- Neuroscience Institute (UNI), Université Libre de Bruxelles (ULB), Brussels, Belgium
- *Correspondence: Xavier Noël,
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Dougherty JW, Baron D. Substance Use and Addiction in Athletes: The Case for Neuromodulation and Beyond. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:16082. [PMID: 36498156 PMCID: PMC9735488 DOI: 10.3390/ijerph192316082] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/01/2022] [Revised: 05/29/2022] [Accepted: 11/29/2022] [Indexed: 06/17/2023]
Abstract
Substance use, misuse and use disorders continue to be major problems in society as a whole and athletes are certainly not exempt. Substance use has surrounded sports since ancient times and the pressures associated with competition sometimes can increase the likelihood of use and subsequent misuse. The addiction field as a whole has very few answers to how to prevent and secondarily treat substance use disorders and the treatments overall do not necessarily agree with the role of being an athlete. With concerns for side effects that may affect performance coupled with organizational rules and high rates of recidivism in the general population, newer treatments must be investigated. Prevention strategies must continue to be improved and more systems need to be in place to find and treat any underlying causes leading to these behaviors. This review attempts to highlight some of the data regarding the field of substance misuse and addiction in the athletic population as well as explore possible future directions for treatment including Neuromodulation methods and Ketamine. There is a need for more rigorous, high-quality studies to look at addiction as a whole and in particular how to approach this vulnerable subset of the population.
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Affiliation(s)
- John W. Dougherty
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
| | - David Baron
- Office of the President, Western University of Health Sciences, Pomona, CA 91766, USA
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Lechner WV, Philip NS, Kahler CW, Houben K, Tirrell E, Carpenter LL. Combined Working Memory Training and Transcranial Magnetic Stimulation Demonstrates Low Feasibility and Potentially Worse Outcomes on Delay to Smoking and Cognitive Tasks: A Randomized 2 × 2 Factorial Design Pilot and Feasibility Study. Nicotine Tob Res 2022; 24:1871-1880. [PMID: 35907262 PMCID: PMC9653077 DOI: 10.1093/ntr/ntac183] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2022] [Revised: 07/13/2022] [Accepted: 07/25/2022] [Indexed: 01/03/2023]
Abstract
INTRODUCTION Repetitive Transcranial Magnetic Stimulation (rTMS) has shown promising results in treating several Substance Use Disorders including Tobacco Use Disorder. However, questions remain regarding how to optimize treatment outcomes. Enhancement of working memory by rTMS is a potential therapeutic mechanism. The current pilot study examined whether rTMS plus a cognitive training program could enhance the effects of rTMS on smoking behaviors using a controlled, factorial design. AIMS AND METHODS We hypothesized that cognitive training plus stimulation would improve control over smoking behaviors, resulting in enhanced cognitive performance and increased latency to smoke on a delay to smoking analog task. Using a 2 × 2 factorial design, nicotine dependent smokers (n = 43) were randomized to receive 10 sessions of active (10 Hz) or sham rTMS delivered to the left dorsolateral prefrontal cortex, plus active or sham working memory training (WMT) prior to and following stimulation. RESULTS Contrary to hypotheses, we observed a significant interaction effect, indicating that combining the two active interventions (rTMS+WMT) resulted in worse performance on the smoking analog task (B = -33.0, 95% CI = -64.39, -1.61, p < .05), compared to delivering either intervention alone. Additionally, although active rTMS (compared to sham rTMS) improved letter-sequencing performance (B = 1.23, 95% CI = 0.08-2.38, p < .05), and active WMT (compared to sham WMT) improved back-digit task performance (B = 1.53, 95% CI = 0.02-3.05, p < .05), combining interventions worsened the effect of each on a back-digit task (B = -3.01, 95% CI = -5.96, -0.052, p < .05). CONCLUSIONS These preliminary findings indicate potential iatrogenic effects of combining rTMS and this working memory training intervention and underscore the need for rigorous evaluation of substance specific conceptual frameworks when selecting future combination interventions. IMPLICATIONS Counter to hypothesis, this study found no additional benefit of adding a working memory training program to a rTMS protocol in a sample of daily smokers. The combination condition (active rTMS + active training) resulted in worse performance on a delay to smoking analog task and a measure of working memory performance compared to delivering either intervention alone. These preliminary findings inform strategies for optimizing rTMS in smokers and highlight the need for future studies to consider several key components of candidate combination interventions, including effects on regulation of substance use. CLINICAL TRIAL REGISTRATION (IF ANY) The trial was registered at ClinicalTrials.gov (NCT03337113).
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Affiliation(s)
- William V Lechner
- Corresponding Author: William V. Lechner, PhD, Department of Psychological Sciences, Kent State University, 600 Hilltop Dr., Kent, OH 44242, USA. Telephone: (330) 672-3786; E-mail:
| | - Noah S Philip
- Department of Psychiatry and Human Behavior, Alpert Medical School of Brown University, Providence, RI, USA,Butler Hospital TMS Clinic and Neuromodulation Research Facility, Providence, RI, USA,VA RR&D Center for Neurorestoration and Neurotechnology, VA Providence Healthcare System, Providence, RI, USA
| | - Christopher W Kahler
- Center for Alcohol and Addiction Studies and the Department of Behavioral and Social Sciences, Brown University School of Public Health, Providence, RI, USA
| | - Katrijn Houben
- Department of Clinical Psychological Science, Faculty of Psychology and Neuroscience, Maastricht University, Maastricht, The Netherlands
| | - Eric Tirrell
- Butler Hospital TMS Clinic and Neuromodulation Research Facility, Providence, RI, USA
| | - Linda L Carpenter
- Department of Psychiatry and Human Behavior, Alpert Medical School of Brown University, Providence, RI, USA,Butler Hospital TMS Clinic and Neuromodulation Research Facility, Providence, RI, USA
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Hong KS, Khan MNA, Ghafoor U. Non-invasive transcranial electrical brain stimulation guided by functional near-infrared spectroscopy for targeted neuromodulation: A review. J Neural Eng 2022; 19. [PMID: 35905708 DOI: 10.1088/1741-2552/ac857d] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2021] [Accepted: 07/29/2022] [Indexed: 11/12/2022]
Abstract
One of the primary goals in cognitive neuroscience is to understand the neural mechanisms on which cognition is based. Researchers are trying to find how cognitive mechanisms are related to oscillations generated due to brain activity. The research focused on this topic has been considerably aided by developing non-invasive brain stimulation techniques. The dynamics of brain networks and the resultant behavior can be affected by non-invasive brain stimulation techniques, which make their use a focus of interest in many experiments and clinical fields. One essential non-invasive brain stimulation technique is transcranial electrical stimulation (tES), subdivided into transcranial direct and alternating current stimulation. tES has recently become more well-known because of the effective results achieved in treating chronic conditions. In addition, there has been exceptional progress in the interpretation and feasibility of tES techniques. Summarizing the beneficial effects of tES, this article provides an updated depiction of what has been accomplished to date, brief history, and the open questions that need to be addressed in the future. An essential issue in the field of tES is stimulation duration. This review briefly covers the stimulation durations that have been utilized in the field while monitoring the brain using functional-near infrared spectroscopy-based brain imaging.
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Affiliation(s)
- Keum-Shik Hong
- Department of Cogno-mechatronics Engineering, Pusan National University, 2 Busandaehak-ro, Geumgeong-gu, Busan, Busan, 609735, Korea (the Republic of)
| | - M N Afzal Khan
- Pusan National University, Department of Mechanical Engineering, Busan, 46241, Korea (the Republic of)
| | - Usman Ghafoor
- School of Mechanical Engineering, Pusan National University College of Engineering, room 204, Busan, 46241, Korea (the Republic of)
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Almeida-Antunes N, Vasconcelos M, Crego A, Rodrigues R, Sampaio A, López-Caneda E. Forgetting Alcohol: A Double-Blind, Randomized Controlled Trial Investigating Memory Inhibition Training in Young Binge Drinkers. Front Neurosci 2022; 16:914213. [PMID: 35844233 PMCID: PMC9278062 DOI: 10.3389/fnins.2022.914213] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2022] [Accepted: 05/24/2022] [Indexed: 11/13/2022] Open
Abstract
Background Binge Drinking (BD) has been associated with altered inhibitory control and augmented alcohol-cue reactivity. Memory inhibition (MI), the ability to voluntarily suppress unwanted thoughts/memories, may lead to forgetting of memories in several psychiatric conditions. However, despite its potential clinical implications, no study to date has explored the MI abilities in populations with substance misuse, such as binge drinkers (BDs). Method This study—registered in the NIH Clinical Trials Database (ClinicalTrials.gov identifier: NCT05237414)—aims firstly to examine the behavioral and electroencephalographic (EEG) correlates of MI among college BDs. For this purpose, 45 BDs and 45 age-matched non/low-drinkers (50% female) will be assessed by EEG while performing the Think/No-Think Alcohol task, a paradigm that evaluates alcohol-related MI. Additionally, this work aims to evaluate an alcohol-specific MI intervention protocol using cognitive training (CT) and transcranial direct current stimulation (tDCS) while its effects on behavioral and EEG outcomes are assessed. BDs will be randomly assigned to one MI training group: combined [CT and verum tDCS applied over the right dorsolateral prefrontal cortex (DLPFC)], cognitive (CT and sham tDCS), or control (sham CT and sham tDCS). Training will occur in three consecutive days, in three sessions. MI will be re-assessed in BDs through a post-training EEG assessment. Alcohol use and craving will be measured at the first EEG assessment, and both 10-days and 3-months post-training. In addition, behavioral and EEG data will be collected during the performance of an alcohol cue reactivity (ACR) task, which evaluates attentional bias toward alcoholic stimuli, before, and after the MI training sessions. Discussion This study protocol will provide the first behavioral and neurofunctional MI assessment in BDs. Along with poor MI abilities, BDs are expected to show alterations in event-related potentials and functional connectivity patterns associated with MI. Results should also demonstrate the effectiveness of the protocol, with BDs exhibiting an improved capacity to suppress alcohol-related memories after both combined and cognitive training, along with a reduction in alcohol use and craving in the short/medium-term. Collectively, these findings might have major implications for the understanding and treatment of alcohol misuse. Clinical Trial Registration [www.ClinicalTrials.gov], identifier [NCT05237414].
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Affiliation(s)
- Natália Almeida-Antunes
- Psychological Neuroscience Laboratory, Psychology Research Center, University of Minho, Braga, Portugal
| | - Margarida Vasconcelos
- Psychological Neuroscience Laboratory, Psychology Research Center, University of Minho, Braga, Portugal
| | - Alberto Crego
- Psychological Neuroscience Laboratory, Psychology Research Center, University of Minho, Braga, Portugal
| | - Rui Rodrigues
- Psychological Neuroscience Laboratory, Psychology Research Center, University of Minho, Braga, Portugal
| | - Adriana Sampaio
- Psychological Neuroscience Laboratory, Psychology Research Center, University of Minho, Braga, Portugal
| | - Eduardo López-Caneda
- Psychological Neuroscience Laboratory, Psychology Research Center, University of Minho, Braga, Portugal
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19
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Reichl D, Enewoldsen N, Weisel KK, Fuhrmann L, Lang C, Saur S, Berking M, Zink M, Ahnert A, Falkai P, Kraus T, Hillemacher T, Müller FN, Kornhuber J, Bönsch D, Kerkemeyer L, Steins-Loeber S. Association of impulsivity with quality of life and well-being after alcohol withdrawal treatment. J Clin Psychol 2022; 78:1451-1462. [PMID: 35045188 DOI: 10.1002/jclp.23316] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2021] [Revised: 12/12/2021] [Accepted: 01/06/2022] [Indexed: 11/10/2022]
Abstract
OBJECTIVES Impulsivity is related to a higher risk of relapse in alcohol use disorders. However, besides drinking behavior, other recovery outcomes like physical and mental health-related quality of life are at least as important. The present study aimed to fill a research gap regarding the association of different impulsivity facets with health-related quality of life and well-being in alcohol use disorder. METHODS Individuals with a primary alcohol use disorder diagnosis (n = 167) were interviewed with standardized self-report measures at the progressed stage of their withdrawal treatment and 6 weeks thereafter. Multiple regression models were calculated to examine the association of impulsivity, craving, and drinking patterns with health-related quality of life and well-being 6 weeks after withdrawal treatment, as well as the predictive role of impulsivity assessed during withdrawal for these two outcomes. RESULTS Craving was associated with health-related quality of life and well-being 6 weeks after withdrawal. Likewise, non-planning and attentional impulsivity were associated with well-being 6 weeks after withdrawal. Motor impulsivity during withdrawal treatment predicted health-related quality of life 6 weeks thereafter. CONCLUSION Impulsivity seems to be negatively related to health-related quality of life and well-being in the first weeks after alcohol withdrawal treatment, probably to a higher extent than drinking patterns, but differentiating between its facets seems to be important. These findings emphasize the importance of treatment approaches aiming at reduced impulsivity in the early recovery process.
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Affiliation(s)
- Daniela Reichl
- Department of Clinical Psychology and Psychotherapy, Otto-Friedrich University, Bamberg, Germany
| | - Niklas Enewoldsen
- Department of Clinical Psychology and Psychotherapy, Otto-Friedrich University, Bamberg, Germany
| | - Kiona K Weisel
- Department of Clinical Psychology and Psychotherapy, Friedrich-Alexander University, Erlangen, Germany
| | - Lukas Fuhrmann
- Department of Clinical Psychology and Psychotherapy, Friedrich-Alexander University, Erlangen, Germany.,Klinik für Psychiatrie, Psychotherapie und Psychosomatik, Bezirksklinikum Ansbach, Ansbach, Germany
| | - Catharina Lang
- Department of Clinical Psychology and Psychotherapy, Friedrich-Alexander University, Erlangen, Germany
| | - Sebastian Saur
- Department of Clinical Psychology and Psychotherapy, Friedrich-Alexander University, Erlangen, Germany
| | - Matthias Berking
- Department of Clinical Psychology and Psychotherapy, Friedrich-Alexander University, Erlangen, Germany
| | - Mathias Zink
- Klinik für Psychiatrie, Sucht, Psychotherapie und Psychosomatik, Klinikum am Europakanal, Erlangen, Germany
| | - Andreas Ahnert
- Klinik für Psychiatrie, Psychotherapie und Psychosomatik, Bezirksklinikum Ansbach, Ansbach, Germany
| | - Peter Falkai
- Klinik für Psychiatrie und Psychotherapie, LMU-Klinikum, München, Germany
| | - Thomas Kraus
- Klinik für Psychiatrie, Psychotherapie und Psychosomatik, Frankenalb-Klinik Engelthal, Engelthal, Germany
| | - Thomas Hillemacher
- Department of Psychiatry and Psychotherapy, Paracelsus Medical University, Nürnberg, Germany
| | - Felix-N Müller
- Department of Psychiatry and Psychotherapy, Paracelsus Medical University, Nürnberg, Germany
| | - Johannes Kornhuber
- Psychiatrische und Psychotherapeutische Klinik, Universitätsklinikum Erlangen, Friedrich-Alexander University Erlangen-Nürnberg, Erlangen, Germany
| | - Dominikus Bönsch
- Krankenhaus für Psychiatrie, Psychotherapie und Psychosomatische Medizin, Bezirkskrankenhaus Lohr, Lohr am Main, Germany
| | - Linda Kerkemeyer
- Institute for Applied Health Services Research (inav), Berlin, Germany
| | - Sabine Steins-Loeber
- Department of Clinical Psychology and Psychotherapy, Otto-Friedrich University, Bamberg, Germany
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Wu F, Dong P, Wu G, Deng J, Ni Z, Gao X, Li P, Li B, Yuan J, Sun H. Impulsive trait mediates the relationship between white matter integrity of prefrontal-striatal circuits and the severity of dependence in alcoholism. Front Psychiatry 2022; 13:985948. [PMID: 36159935 PMCID: PMC9490322 DOI: 10.3389/fpsyt.2022.985948] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/04/2022] [Accepted: 08/15/2022] [Indexed: 01/11/2023] Open
Abstract
BACKGROUND Alcohol dependence (AD) remains one of the major public health concerns. Impulsivity plays a central role in the transfer from recreational alcohol use to dependence and relapse. White matter dysfunction has been implicated in alcohol addiction behaviors and impulsivity. However, little is known about the role of systematic striatal structural connections underlying the mechanism of impulsive traits in AD. METHODS In our study, we used seed-based classification by probabilistic tractography with five target masks of striatal circuits to explore the differences in white matter integrity (fractional anisotropy, FA) in AD male patients (N = 51) and healthy controls (N = 27). We mainly explored the correlation between FA of the striatal circuits and impulsive traits (Barratt Impulsiveness Scale, BIS-11), and the mediation role of impulsivity in white matter integrity and the severity of alcohol dependence. RESULTS Compared with healthy controls, AD showed much lower FA in the left and right striatum-supplementary motor area (SMA) and left striatum-amygdala. We also found the decreased FA of right striatum-vlPFC was correlated with higher impulsivity. Besides, the relationship between reduced FA of right striatum-vlPFC and severity of dependence could be mediated by impulsivity. CONCLUSION In our study, we found disrupted white matter integrity in systematic striatal circuits in AD and the decreased FA of right striatum-vlPFC was correlated with higher impulsivity in AD. Our main findings provide evidence for reduced white matter integrity of systematic striatal circuits and the underlying mechanisms of impulsivity in male AD individuals.
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Affiliation(s)
- Fei Wu
- Peking University Sixth Hospital, Peking University Institute of Mental Health, NHC Key Laboratory of Mental Health (Peking University), National Clinical Research Center for Mental Disorders (Peking University Sixth Hospital), Peking University, Beijing, China
| | - Ping Dong
- Peking University Sixth Hospital, Peking University Institute of Mental Health, NHC Key Laboratory of Mental Health (Peking University), National Clinical Research Center for Mental Disorders (Peking University Sixth Hospital), Peking University, Beijing, China
| | - Guowei Wu
- Chinese Institute for Brain Research, Beijing, China
| | - Jiahui Deng
- Peking University Sixth Hospital, Peking University Institute of Mental Health, NHC Key Laboratory of Mental Health (Peking University), National Clinical Research Center for Mental Disorders (Peking University Sixth Hospital), Peking University, Beijing, China
| | - Zhaojun Ni
- Peking University Sixth Hospital, Peking University Institute of Mental Health, NHC Key Laboratory of Mental Health (Peking University), National Clinical Research Center for Mental Disorders (Peking University Sixth Hospital), Peking University, Beijing, China
| | - Xuejiao Gao
- Peking University Sixth Hospital, Peking University Institute of Mental Health, NHC Key Laboratory of Mental Health (Peking University), National Clinical Research Center for Mental Disorders (Peking University Sixth Hospital), Peking University, Beijing, China
| | - Peng Li
- Peking University Sixth Hospital, Peking University Institute of Mental Health, NHC Key Laboratory of Mental Health (Peking University), National Clinical Research Center for Mental Disorders (Peking University Sixth Hospital), Peking University, Beijing, China
| | - Bing Li
- Peking University Sixth Hospital, Peking University Institute of Mental Health, NHC Key Laboratory of Mental Health (Peking University), National Clinical Research Center for Mental Disorders (Peking University Sixth Hospital), Peking University, Beijing, China
| | - Junliang Yuan
- Department of Neurology, Peking University Sixth Hospital, Peking University Institute of Mental Health, NHC Key Laboratory of Mental Health (Peking University), National Clinical Research Center for Mental Disorders (Peking University Sixth Hospital), Peking University, Beijing, China
| | - Hongqiang Sun
- Peking University Sixth Hospital, Peking University Institute of Mental Health, NHC Key Laboratory of Mental Health (Peking University), National Clinical Research Center for Mental Disorders (Peking University Sixth Hospital), Peking University, Beijing, China
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