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Guidali G, Roncoroni C, Bolognini N. Modulating Frontal Networks' Timing-Dependent-Like Plasticity With Paired Associative Stimulation Protocols: Recent Advances and Future Perspectives. Front Hum Neurosci 2021; 15:658723. [PMID: 33967723 PMCID: PMC8100231 DOI: 10.3389/fnhum.2021.658723] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2021] [Accepted: 03/30/2021] [Indexed: 12/12/2022] Open
Abstract
Starting from the early 2000s, paired associative stimulation (PAS) protocols have been used in humans to study brain connectivity in motor and sensory networks by exploiting the intrinsic properties of timing-dependent cortical plasticity. In the last 10 years, PAS have also been developed to investigate the plastic properties of complex cerebral systems, such as the frontal ones, with promising results. In the present work, we review the most recent advances of this technique, focusing on protocols targeting frontal cortices to investigate connectivity and its plastic properties, subtending high-order cognitive functions like memory, decision-making, attentional, or emotional processing. Overall, current evidence reveals that PAS can be effectively used to assess, enhance or depress physiological connectivity within frontal networks in a timing-dependent way, in turn modulating cognitive processing in healthy and pathological conditions.
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Affiliation(s)
- Giacomo Guidali
- Neurophysiology Lab, IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia, Italy
| | - Camilla Roncoroni
- Department of Psychology, NeuroMI - Milan Center for Neuroscience, University of Milano-Bicocca, Milan, Italy
| | - Nadia Bolognini
- Department of Psychology, NeuroMI - Milan Center for Neuroscience, University of Milano-Bicocca, Milan, Italy.,Laboratory of Neuropsychology, IRCCS Istituto Auxologico Italiano, Milan, Italy
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2
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Mostafavi SA, Khaleghi A, Mohammadi MR. Noninvasive brain stimulation in alcohol craving: A systematic review and meta-analysis. Prog Neuropsychopharmacol Biol Psychiatry 2020; 101:109938. [PMID: 32234509 DOI: 10.1016/j.pnpbp.2020.109938] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/05/2019] [Revised: 03/17/2020] [Accepted: 03/27/2020] [Indexed: 12/22/2022]
Abstract
BACKGROUND Alcohol dependence (AD) is characterized by a set of physical and behavioral symptoms, which may include withdrawal, tolerance and craving. Recently, noninvasive brain stimulation (NIBS) methods, namely transcranial direct current stimulation (tDCS) and transcranial magnetic stimulation (TMS), have been investigated as possible new therapeutic approaches for adjusting the pathological neuroplasticity involved in alcohol dependence. Therefore, we conducted a systematic review and meta-analysis on the therapeutic uses of tDCS and rTMS in AD patients. METHODS A systematic search was performed on Scopus, Web of Science, PubMed, Cochrane library and ProQuest. Search terms presented the diagnoses of interest (alcohol dependence, alcohol craving, alcohol use disorders and hazardous drinkers) and the intervention of interest (NIBS, TMS, rTMS, TBS, tDCS, tACS and transcranial). Original articles reporting the use of tDCS or rTMS to treat AD were screened and studied by two researchers independently based on PRISMA guidelines. Next, in the meta-analysis step, random-effects model was utilized to measure the pooled effect size. RESULTS We found 34 eligible studies including 11 tDCS trials and 23 rTMS trials. Three of these studies were case-reports, four were open label trials and the remaining 27 were controlled trials which assessed tDCS/rTMS effects on the three cognitive, behavioral and biological dimensions in AD. The pooled standardized mean differences for the effects of tDCS and rTMS on alcohol cravings were - 0.13 [-0.34, 0.08] and - 0.43 [-1.02, 0.17], respectively. CONCLUSION There is no evidence for a positive effect of tDCS/rTMS on various dimensions of AD. We need more randomized, double blind, sham controlled trials with enough follow-up periods to evaluate the efficacy of tDCS/rTMS for alcohol dependence treatment.
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Affiliation(s)
- Seyed-Ali Mostafavi
- Psychiatry and Psychology Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Ali Khaleghi
- Psychiatry and Psychology Research Center, Tehran University of Medical Sciences, Tehran, Iran.
| | - Mohammad Reza Mohammadi
- Psychiatry and Psychology Research Center, Tehran University of Medical Sciences, Tehran, Iran
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3
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Madeo G, Terraneo A, Cardullo S, Gómez Pérez LJ, Cellini N, Sarlo M, Bonci A, Gallimberti L. Long-Term Outcome of Repetitive Transcranial Magnetic Stimulation in a Large Cohort of Patients With Cocaine-Use Disorder: An Observational Study. Front Psychiatry 2020; 11:158. [PMID: 32180745 PMCID: PMC7059304 DOI: 10.3389/fpsyt.2020.00158] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/05/2019] [Accepted: 02/19/2020] [Indexed: 01/11/2023] Open
Abstract
Background: Cocaine is a psychostimulant drug used as performance enhancer throughout history. The prolonged use of cocaine is associated with addiction and a broad range of cognitive deficits. Currently, there are no medications proven to be effective for cocaine-use disorder (CocUD). Previous preliminary clinical work suggests some benefit from repetitive transcranial magnetic stimulation (rTMS) stimulating the prefrontal cortex (PFC), involved in inhibitory cognitive control, decision-making and attention. All published studies to date have been limited by small sample sizes and short follow-up times. Methods: This is a retrospective observational study of 284 outpatients (of whom 268 were men) meeting DSM-5 criteria for CocUD. At treatment entry, most were using cocaine every day or several times per week. All patients underwent 3 months of rTMS and were followed for up to 2 years, 8 months. Self-report, reports by family or significant others and regular urine screens were used to assess drug use. Results: Median time to the first lapse (resumption of cocaine use) since the beginning of treatment was 91 days. For most patients, TMS was re-administered weekly, then monthly, throughout follow-up. The decrease in frequency of rTMS sessions was not accompanied by an increase in lapses to cocaine use. Mean frequency of cocaine use was <1·0 day/month (median 0), while serious rTMS-related adverse events were infrequent, consistent with published reports from smaller studies. Conclusions: This is the first follow-up study to show that rTMS treatment is accompanied by long-lasting reductions in cocaine use in a large cohort.
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Affiliation(s)
| | | | | | | | - Nicola Cellini
- Department of General Psychology, University of Padua, Padua, Italy.,Padova Neuroscience Center, University of Padua, Padua, Italy
| | - Michela Sarlo
- Department of General Psychology, University of Padua, Padua, Italy.,Padova Neuroscience Center, University of Padua, Padua, Italy
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Seo S, Beck A, Matthis C, Genauck A, Banaschewski T, Bokde AL, Bromberg U, Büchel C, Quinlan EB, Flor H, Frouin V, Garavan H, Gowland P, Ittermann B, Martinot J, Paillère Martinot M, Nees F, Papadopoulos Orfanos D, Poustka L, Hohmann S, Fröhner JH, Smolka MN, Walter H, Whelan R, Desrivières S, Heinz A, Schumann G, Obermayer K. Risk profiles for heavy drinking in adolescence: differential effects of gender. Addict Biol 2019; 24:787-801. [PMID: 29847018 DOI: 10.1111/adb.12636] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2017] [Revised: 04/20/2018] [Accepted: 04/23/2018] [Indexed: 01/21/2023]
Abstract
Abnormalities across different domains of neuropsychological functioning may constitute a risk factor for heavy drinking during adolescence and for developing alcohol use disorders later in life. However, the exact nature of such multi-domain risk profiles is unclear, and it is further unclear whether these risk profiles differ between genders. We combined longitudinal and cross-sectional analyses on the large IMAGEN sample (N ≈ 1000) to predict heavy drinking at age 19 from gray matter volume as well as from psychosocial data at age 14 and 19-for males and females separately. Heavy drinking was associated with reduced gray matter volume in 19-year-olds' bilateral ACC, MPFC, thalamus, middle, medial and superior OFC as well as left amygdala and anterior insula and right inferior OFC. Notably, this lower gray matter volume associated with heavy drinking was stronger in females than in males. In both genders, we observed that impulsivity and facets of novelty seeking at the age of 14 and 19, as well as hopelessness at the age of 14, are risk factors for heavy drinking at the age of 19. Stressful life events with internal (but not external) locus of control were associated with heavy drinking only at age 19. Personality and stress assessment in adolescents may help to better target counseling and prevention programs. This might reduce heavy drinking in adolescents and hence reduce the risk of early brain atrophy, especially in females. In turn, this could additionally reduce the risk of developing alcohol use disorders later in adulthood.
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Affiliation(s)
- Sambu Seo
- Neural Information Processing Group, Department of Computer Science and Electrical EngineeringTechnische Universität Berlin, and Bernstein Center for Computational Neuroscience Germany
| | - Anne Beck
- Department of Psychiatry and PsychotherapyCharité—Universitätsmedizin Berlin, Campus Charité Mitte Germany
| | - Caroline Matthis
- Neural Information Processing Group, Department of Computer Science and Electrical EngineeringTechnische Universität Berlin, and Bernstein Center for Computational Neuroscience Germany
| | - Alexander Genauck
- Department of Psychiatry and PsychotherapyCharité—Universitätsmedizin Berlin, Campus Charité Mitte Germany
| | - Tobias Banaschewski
- Department of Child and Adolescent Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty MannheimHeidelberg University Germany
| | - Arun L.W. Bokde
- Discipline of Psychiatry, School of Medicine and Trinity College Institute of NeuroscienceTrinity College Dublin Ireland
| | - Uli Bromberg
- Department of Systems NeuroscienceUniversity Medical Centre Hamburg‐Eppendorf Germany
| | - Christian Büchel
- Department of Systems NeuroscienceUniversity Medical Centre Hamburg‐Eppendorf Germany
| | - Erin Burke Quinlan
- Social, Genetic and Developmental Psychiatry (SGDP) Centre, Institute of Psychiatry, Psychology and NeuroscienceKing's College London UK
| | - Herta Flor
- Department of Cognitive and Clinical Neuroscience, Central Institute of Mental Health, Medical Faculty MannheimHeidelberg University Germany
- Department of Psychology, School of Social SciencesUniversity of Mannheim Germany
| | | | - Hugh Garavan
- Departments of Psychiatry and PsychologyUniversity of Vermont USA
| | - Penny Gowland
- Sir Peter Mansfield Imaging Centre School of Physics and AstronomyUniversity of Nottingham, University Park UK
| | | | - Jean‐Luc Martinot
- Institut National de la Santé et de la Recherche Médicale, INSERM Unit 1000 ‘Neuroimaging and Psychiatry’University Paris Sud—Paris Saclay, University Paris Descartes, Service Hospitalier Frédéric Joliot, Orsay and Maison de Solenn France
| | - Marie‐Laure Paillère Martinot
- Institut National de la Santé et de la Recherche Médicale, INSERM Unit 1000 ‘Neuroimaging and Psychiatry’University Paris Sud—Paris Saclay, University Paris Descartes and AP‐HP, Department of Adolescent Psychopathology and Medicine, Maison de Solenn, Cochin Hospital France
| | - Frauke Nees
- Department of Child and Adolescent Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty MannheimHeidelberg University Germany
- Department of Cognitive and Clinical Neuroscience, Central Institute of Mental Health, Medical Faculty MannheimHeidelberg University Germany
| | | | - Luise Poustka
- Department of Child and Adolescent Psychiatry and PsychotherapyUniversity Medical Centre Göttingen Germany
| | - Sarah Hohmann
- Department of Child and Adolescent Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty MannheimHeidelberg University Germany
| | - Juliane H. Fröhner
- Department of Psychiatry and Neuroimaging CenterTechnische Universität Dresden Germany
| | - Michael N. Smolka
- Department of Psychiatry and Neuroimaging CenterTechnische Universität Dresden Germany
| | - Henrik Walter
- Department of Psychiatry and PsychotherapyCharité—Universitätsmedizin Berlin, Campus Charité Mitte Germany
| | - Robert Whelan
- School of Psychology and Global Brain Health InstituteTrinity College Dublin Ireland
| | - Sylvane Desrivières
- Social, Genetic and Developmental Psychiatry (SGDP) Centre, Institute of Psychiatry, Psychology and NeuroscienceKing's College London UK
| | - Andreas Heinz
- Department of Psychiatry and PsychotherapyCharité—Universitätsmedizin Berlin, Campus Charité Mitte Germany
| | - Gunter Schumann
- Social, Genetic and Developmental Psychiatry (SGDP) Centre, Institute of Psychiatry, Psychology and NeuroscienceKing's College London UK
| | - Klaus Obermayer
- Neural Information Processing Group, Department of Computer Science and Electrical EngineeringTechnische Universität Berlin, and Bernstein Center for Computational Neuroscience Germany
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Pearson-Dennett V, Faulkner PL, Collie B, Wilcox RA, Vogel AP, Thewlis D, Esterman A, McDonnell MN, Gandevia SC, White JM, Todd G. Use of illicit amphetamines is associated with long-lasting changes in hand circuitry and control. Clin Neurophysiol 2019; 130:655-665. [PMID: 30870801 DOI: 10.1016/j.clinph.2019.02.005] [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: 09/24/2018] [Revised: 01/16/2019] [Accepted: 02/04/2019] [Indexed: 11/29/2022]
Abstract
OBJECTIVE The study aim was to determine if use of illicit amphetamines or ecstasy is associated with abnormal excitability of the corticomotoneuronal pathway and manipulation of novel objects with the hand. METHODS Three groups of adults aged 18-50 years were investigated: individuals with a history of illicit amphetamine use, individuals with a history of ecstasy use but minimal use of other stimulants, and non-drug users. Transcranial magnetic stimulation was delivered to the motor cortex and the electromyographic response (motor evoked potential; MEP) was recorded from a contralateral hand muscle. Participants also gripped and lifted a novel experimental object consisting of two strain gauges and an accelerometer. RESULTS Resting MEP amplitude was larger in the amphetamine group (6M, 6F) than the non-drug and ecstasy groups (p < 0.005) in males but not females. Overestimation of grip force during manipulation of a novel object was observed in the amphetamine group (p = 0.020) but not the ecstasy group. CONCLUSIONS History of illicit amphetamine use, in particular methamphetamine, is associated with abnormal motor cortical and/or corticomotoneuronal excitability in males and abnormal manipulation of novel objects in both males and females. SIGNIFICANCE Abnormal excitability and hand function is evident months to years after cessation of illicit amphetamine use.
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Affiliation(s)
- Verity Pearson-Dennett
- School of Pharmacy and Medical Sciences, University of South Australia, GPO Box 2471, Adelaide, SA 5001, Australia.
| | - Patrick L Faulkner
- School of Pharmacy and Medical Sciences, University of South Australia, GPO Box 2471, Adelaide, SA 5001, Australia; School of Health Sciences, University of South Australia, GPO Box 2471, Adelaide, SA 5001, Australia.
| | - Brittany Collie
- School of Pharmacy and Medical Sciences, University of South Australia, GPO Box 2471, Adelaide, SA 5001, Australia.
| | - Robert A Wilcox
- School of Pharmacy and Medical Sciences, University of South Australia, GPO Box 2471, Adelaide, SA 5001, Australia; Department of Neurology, Flinders Medical Centre, Bedford Park, SA 5042, Australia; Human Physiology, Medical School, Flinders University, Bedford Park, SA 5042, Australia.
| | - Adam P Vogel
- Centre for Neuroscience of Speech, The University of Melbourne, Carlton, VIC 3010, Australia; Department of Neurodegeneration, Hertie Institute for Clinical Brain Research, University of Tübingen, Tübingen 72076, Germany; Redenlab, Carlton, VIC 3053, Australia.
| | - Dominic Thewlis
- Centre for Orthopaedic & Trauma Research, The University of Adelaide, Adelaide, SA 5000, Australia.
| | - Adrian Esterman
- School of Nursing and Midwifery, University of South Australia, GPO Box 2471, Adelaide, SA 5001, Australia.
| | - Michelle N McDonnell
- Alliance for Research in Exercise, Nutrition and Activity, University of South Australia, GPO Box 2471, Adelaide, SA 5001, Australia.
| | - Simon C Gandevia
- Neuroscience Research Australia, PO Box 1165, Randwick, NSW 2031, Australia; Prince of Wales Clinical School, University of New South Wales, Sydney, NSW 2052, Australia.
| | - Jason M White
- School of Pharmacy and Medical Sciences, University of South Australia, GPO Box 2471, Adelaide, SA 5001, Australia.
| | - Gabrielle Todd
- School of Pharmacy and Medical Sciences, University of South Australia, GPO Box 2471, Adelaide, SA 5001, Australia.
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Zhornitsky S, Zhang S, Ide JS, Chao HH, Wang W, Le TM, Leeman RF, Bi J, Krystal JH, Li CSR. Alcohol Expectancy and Cerebral Responses to Cue-Elicited Craving in Adult Nondependent Drinkers. BIOLOGICAL PSYCHIATRY: COGNITIVE NEUROSCIENCE AND NEUROIMAGING 2018; 4:493-504. [PMID: 30711509 DOI: 10.1016/j.bpsc.2018.11.012] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/11/2018] [Revised: 11/21/2018] [Accepted: 11/28/2018] [Indexed: 12/29/2022]
Abstract
BACKGROUND Positive alcohol expectancy (AE) contributes to excessive drinking. Many imaging studies have examined cerebral responses to alcohol cues and how these regional processes related to problem drinking. However, it remains unclear how AE relates to cue response and whether AE mediates the relationship between cue response and problem drinking. METHODS A total of 61 nondependent drinkers were assessed with the Alcohol Expectancy Questionnaire and Alcohol Use Disorder Identification Test and underwent functional magnetic resonance imaging while exposed to alcohol and neutral cues. Imaging data were processed and analyzed with published routines, and mediation analyses were conducted to examine the interrelationships among global positive score of the Alcohol Expectancy Questionnaire, Alcohol Use Disorder Identification Test score, and regional responses to alcohol versus neutral cues. RESULTS Alcohol as compared with neutral cues engaged the occipital, retrosplenial, and medial orbitofrontal cortex as well as the left caudate head and red nucleus. The bilateral thalamus showed a significant correlation in cue response and in left superior frontal cortical connectivity with global positive score in a linear regression. Mediation analyses showed that global positive score completely mediated the relationship between thalamic cue activity as well as superior frontal cortical connectivity and Alcohol Use Disorder Identification Test score. The alternative models that AE contributed to problem drinking and, in turn, thalamic cue activity and connectivity were not supported. CONCLUSIONS The findings suggest an important role of the thalamic responses to alcohol cues in contributing to AE and at-risk drinking in nondependent drinkers. AEs may reflect a top-down modulation of the thalamic processing of alcohol cues, influencing the pattern of alcohol use.
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Affiliation(s)
- Simon Zhornitsky
- Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut
| | - Sheng Zhang
- Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut
| | - Jaime S Ide
- Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut
| | - Herta H Chao
- Department of Medicine, Yale University School of Medicine, New Haven, Connecticut; VA Connecticut Healthcare System, West Haven, Connecticut
| | - Wuyi Wang
- Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut
| | - Thang M Le
- Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut
| | - Robert F Leeman
- Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut; Department of Health Education & Behavior, University of Florida, Gainesville, Florida
| | - Jinbo Bi
- Department of Computer Science & Engineering, School of Engineering, University of Connecticut, Storrs, Connecticut; Department of Community Medicine and Health Care, School of Medicine, University of Connecticut Health Center, Farmington, Connecticut
| | - John H Krystal
- Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut; Department of Neuroscience, Yale University School of Medicine, New Haven, Connecticut; Interdepartmental Neuroscience Program, Yale University, New Haven, Connecticut
| | - Chiang-Shan R Li
- Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut; Department of Neuroscience, Yale University School of Medicine, New Haven, Connecticut; Interdepartmental Neuroscience Program, Yale University, New Haven, Connecticut.
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Impairment of Neuroplasticity in the Dorsolateral Prefrontal Cortex by Alcohol. Sci Rep 2017; 7:5276. [PMID: 28706262 PMCID: PMC5509647 DOI: 10.1038/s41598-017-04764-9] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2017] [Accepted: 05/19/2017] [Indexed: 11/28/2022] Open
Abstract
Previous studies have demonstrated that alcohol consumption impairs neuroplasticity in the motor cortex. However, it is unknown whether alcohol produces a similar impairment of neuroplasticity in the dorsolateral prefrontal cortex (DLPFC), a brain region that plays an important role in cognitive functioning. The aim of the current study was to evaluate the effect of alcohol intoxication on neuroplasticity in the DLPFC. Paired associative stimulation (PAS) combined with electroencephalography (EEG) was used for the induction and measurement of associative LTP-like neuroplasticity in the DLPFC. Fifteen healthy subjects were administered PAS to the DLPFC following consumption of an alcohol (1.5 g/l of body water) or placebo beverage in a within-subject cross-over design. PAS induced neuroplasticity was indexed up to 60 minutes following PAS. Additionally, the effect of alcohol on PAS-induced potentiation of theta-gamma coupling (an index associated with learning and memory) was examined prior to and following PAS. Alcohol consumption resulted in a significant impairment of mean (t = 2.456, df = 13, p = 0.029) and maximum potentiation (t = −2.945, df = 13, p = 0.011) compared to the placebo beverage in the DLPFC and globally. Alcohol also suppressed the potentiation of theta-gamma coupling by PAS. Findings from the present study provide a potential neurophysiological mechanism for impairment of cognitive functioning by alcohol.
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