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Shi S, Chen T, Su H, Zhao M. Exploring Cortical Interneurons in Substance Use Disorder: From Mechanisms to Therapeutic Perspectives. Neuroscientist 2025:10738584241310156. [PMID: 39772845 DOI: 10.1177/10738584241310156] [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: 01/11/2025]
Abstract
Interneurons (INs) play a crucial role in the regulation of neural activity within the medial prefrontal cortex (mPFC), a brain region critically involved in executive functions and behavioral control. In recent preclinical studies, dysregulation of INs in the mPFC has been implicated in the pathophysiology of substance use disorder, characterized by vulnerability to chronic drug use. Here, we explore the diversity of mPFC INs and their connectivity and roles in vulnerability to addiction. We also discuss how these INs change over time with drug exposure. Finally, we focus on noninvasive brain stimulation as a therapeutic approach for targeting INs in substance use disorder, highlighting its potential to restore neural circuits.
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Affiliation(s)
- Sai Shi
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Tianzhen Chen
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Hang Su
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Min Zhao
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- Shanghai Key Laboratory of Psychotic Disorders, Shanghai, China
- CAS Center for Excellence in Brain Science and Intelligence Technology, Chinese Academy of Sciences, Shanghai, China
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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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Sun Y, Wu Q, Tang J, Liao Y. Predicting drug craving among ketamine-dependent users through machine learning based on brain structural measures. Prog Neuropsychopharmacol Biol Psychiatry 2024; 136:111216. [PMID: 39662724 DOI: 10.1016/j.pnpbp.2024.111216] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/30/2024] [Revised: 11/05/2024] [Accepted: 12/06/2024] [Indexed: 12/13/2024]
Abstract
BACKGROUND Craving is a core factor driving drug-seeking and -taking, representing a significant risk factor for relapse. This study aims to identify neuroanatomical biomarkers for quantifying and predicting craving. METHODS The study enrolled 94 ketamine-dependent users and 103 healthy controls (HC). Utilizing support vector regression (SVR) with 10-fold cross-validated framework, we developed a neuroanatomical craving model based on measures of regional cortical thickness (CT), surface area (SA), and subcortical volume (SV) derived from T1 images. The generalizability of neuroanatomical craving model was examined in an independent set. Spatial correlation analysis was employed to assess the relationship between the regional contribution to craving and density maps of receptors/transporters from previous molecular imaging studies. RESULTS The neuroanatomical craving model identified neuroanatomical biomarkers that predicted self-report craving (r = 0.635). The most importance of predictors of craving included the SA of the left medial orbitofrontal cortex and the left supramarginal gyrus, CT in the left caudal anterior cingulate, the left cuneus, the right lateral occipital cortex and the right lingual gyrus, as well as the left amygdala GMV. Importantly, these predictors were generalized to an independent sample. Moreover, nodal contribution to predicted craving scores were associated with DA2, 5-HTa, 5-HTb receptor and serotonin reuptake transporter densities. CONCLUSION The results offer a key perspective on craving prediction among ketamine-dependent users, and identify neuroanatomical areas associated with craving in the frontal and parietal regions. Additionally, the underlying neuroanatomical structures involved in the craving process may be linked to the dopaminergic and serotonergic systems.
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Affiliation(s)
- Yunkai Sun
- Department of Psychiatry, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, PR China
| | - Qiuxia Wu
- Department of Psychiatry, the Second Xiangya Hospital, Central South University, Changsha, Hunan, PR China
| | - Jinsong Tang
- Department of Psychiatry, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, PR China
| | - Yanhui Liao
- Department of Psychiatry, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, PR China.
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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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Yang C, Zhang H, Ma Z, Fan Y, Xu Y, Tan J, Tian J, Cao J, Zhang W, Huang G, Zhao L. Structural and functional alterations of the hippocampal subfields in T2DM with mild cognitive impairment and insulin resistance: A prospective study. J Diabetes 2024; 16:e70029. [PMID: 39537579 PMCID: PMC11560383 DOI: 10.1111/1753-0407.70029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/09/2023] [Revised: 05/26/2024] [Accepted: 10/20/2024] [Indexed: 11/16/2024] Open
Abstract
BACKGROUND Type 2 diabetes mellitus (T2DM) is characterized by insulin resistance (IR) and is often accompanied by mild cognitive impairment (MCI). The detrimental effects of T2DM and IR on the hippocampus have been extensively demonstrated. Few studies have examined the effects of IR on structure and function of hippocampal subfields in T2DM-MCI patients. METHOD A total of 104 T2DM patients were recruited in this prospective study and divided into four groups (T2DM-MCI-higherIR, n = 17; T2DM-MCI-lowerIR, n = 32; T2DM-nonMCI-higherIR, n = 19; T2DM-nonMCI-lowerIR, n = 36). Structure and function MRI data were captured. Clinical variables and neuropsychological scores were determined for all participants. Hippocampal subfield volume and functional connectivity were compared among four groups. Partial correlation analysis was performed between imaging indicators, clinical variables, and neuropsychological scores in all patients. RESULTS T2DM-MCI-higher IR group had the smallest volumes of bilateral hippocampal tail, right subiculum-body, right GC-ML-DG-body, and right CA4-body. IR in right hippocampal tail, right subiculum-body, and right GC-ML-DG-body exerted main effect. Furthermore, elevated functional connectivity was found between right subiculum-body and bilateral dorsolateral prefrontal cortex and right anterior cingulate-medial prefrontal cortex. Hippocampal subfield volume positively correlates with total cholesterol and triglycerides and negatively correlates with fasting insulin. CONCLUSION The present study found that T2DM-MCI patients have structural and functional alterations in hippocampal subfields, and IR is a negative factor influencing the alteration of hippocampal subfields volume. These findings support the importance of IR in T2DM-MCI patients and might be potential neuroimaging biomarkers of cerebral impairment in T2DM-MCI patients.
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Affiliation(s)
- Chen Yang
- The First Clinical Medical College of Gansu University of Chinese Medicine (Gansu Provincial Hospital)Gansu University of Chinese MedicineLanzhouChina
| | - Huiyan Zhang
- School of Clinical MedicineNingxia Medical UniversityYinchuanChina
| | - Zihan Ma
- The First Clinical Medical College of Gansu University of Chinese Medicine (Gansu Provincial Hospital)Gansu University of Chinese MedicineLanzhouChina
| | - Yanjun Fan
- The First Clinical Medical College of Gansu University of Chinese Medicine (Gansu Provincial Hospital)Gansu University of Chinese MedicineLanzhouChina
| | - Yanan Xu
- The First Clinical Medical College of Gansu University of Chinese Medicine (Gansu Provincial Hospital)Gansu University of Chinese MedicineLanzhouChina
| | - Jian Tan
- The First Clinical Medical College of Gansu University of Chinese Medicine (Gansu Provincial Hospital)Gansu University of Chinese MedicineLanzhouChina
| | - Jing Tian
- Department of RadiologyGansu Provincial HospitalLanzhouChina
| | - Jiancang Cao
- Department of RadiologyGansu Provincial HospitalLanzhouChina
| | - Wenwen Zhang
- Department of RadiologyGansu Provincial HospitalLanzhouChina
| | - Gang Huang
- Department of RadiologyGansu Provincial HospitalLanzhouChina
| | - Lianping Zhao
- Department of RadiologyGansu Provincial HospitalLanzhouChina
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Tang VM, Blumberger DM. Transcranial magnetic stimulation for the rehabilitation of patients with addiction: current status and future prospects. Expert Rev Med Devices 2024; 21:943-954. [PMID: 39323104 DOI: 10.1080/17434440.2024.2404962] [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: 06/30/2024] [Accepted: 09/12/2024] [Indexed: 09/27/2024]
Abstract
INTRODUCTION Substance use disorders (SUDs) are severe conditions that remain extremely challenging to treat in clinical practice. With high rates of non-response to current treatment options and several SUDs with no approved interventions, novel therapies are needed. Repetitive transcranial magnetic stimulation (rTMS) can non-invasively modulate the neurocircuitry of brain-based disorders, and investigation into its therapeutic potential for SUDs is growing rapidly. AREAS COVERED In this review, we summarize the clinical research to date evaluating its safety and efficacy for various SUDs. We highlight the investigations comparing different stimulation parameters to present our current understanding on optimal stimulation parameters. Additionally, we cover key research avenues in the use of neuroimaging to guide treatment, cue-induction paradigms, and adjunctive or combination treatments that may optimize outcomes. EXPERT OPINION Evidence of rTMS as an effective treatment for certain SUDs has emerged and is preliminary for others. There are a growing number of studies showing benefit and meta-analyses suggesting that rTMS can significantly reduce substance craving and consumption. However, the optimal approach has not been determined, and there is a great deal of heterogeneity in rTMS protocols and mixed outcomes. Further research into strategies for enhancing precision will be crucial in moving the field forward.
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Affiliation(s)
- Victor M Tang
- Addictions Division, Centre for Addiction and Mental Health, Toronto, ON, Canada
- Department of Psychiatry, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
- Institute for Mental Health Policy Research, Centre for Addiction and Mental Health, Toronto, ON, Canada
| | - Daniel M Blumberger
- Addictions Division, Centre for Addiction and Mental Health, Toronto, ON, Canada
- Department of Psychiatry, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
- Temerty Centre for Therapeutic Brain Intervention, Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, ON, Canada
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Padula CB, Tenekedjieva LT, McCalley DM, Morales JM, Madore MR. Accelerated deep TMS in alcohol use disorder: A preliminary pilot trial targeting the dorsal anterior cingulate cortex increases neural target engagement and abstinence. Brain Stimul 2024; 17:1098-1100. [PMID: 39265786 DOI: 10.1016/j.brs.2024.09.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2024] [Revised: 09/08/2024] [Accepted: 09/09/2024] [Indexed: 09/14/2024] Open
Affiliation(s)
- Claudia B Padula
- Stanford University School of Medicine, Department of Psychiatry and Behavioral Sciences, Stanford, CA, USA; Veterans Affairs Palo Alto Healthcare System, Sierra Pacific Mental Illness Research Education and Clinical Center (MIRECC), Palo Alto, CA, USA.
| | - Lea-Tereza Tenekedjieva
- Stanford University School of Medicine, Department of Psychiatry and Behavioral Sciences, Stanford, CA, USA; Veterans Affairs Palo Alto Healthcare System, Sierra Pacific Mental Illness Research Education and Clinical Center (MIRECC), Palo Alto, CA, USA
| | - Daniel M McCalley
- Stanford University School of Medicine, Department of Psychiatry and Behavioral Sciences, Stanford, CA, USA; Veterans Affairs Palo Alto Healthcare System, Sierra Pacific Mental Illness Research Education and Clinical Center (MIRECC), Palo Alto, CA, USA
| | - Jairelisse Morales Morales
- Stanford University School of Medicine, Department of Psychiatry and Behavioral Sciences, Stanford, CA, USA; Veterans Affairs Palo Alto Healthcare System, Sierra Pacific Mental Illness Research Education and Clinical Center (MIRECC), Palo Alto, CA, USA
| | - Michelle R Madore
- Stanford University School of Medicine, Department of Psychiatry and Behavioral Sciences, Stanford, CA, USA; Veterans Affairs Palo Alto Healthcare System, Sierra Pacific Mental Illness Research Education and Clinical Center (MIRECC), Palo Alto, CA, USA
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Leenaerts N, Ceccarini J, Sunaert S, Vrieze E. The relation between stress-induced dopamine release in the ventromedial prefrontal cortex, fronto-striatal functional connectivity, and negative urgency: A multimodal investigation using [ 18F]Fallypride PET, MRI and experience sampling. Behav Brain Res 2024; 471:115138. [PMID: 38969019 DOI: 10.1016/j.bbr.2024.115138] [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: 04/11/2024] [Revised: 06/02/2024] [Accepted: 07/02/2024] [Indexed: 07/07/2024]
Abstract
Negative urgency (NU), or the tendency to act rashly when stress of negative affect is high, could be the result of an insufficient control of the ventromedial prefrontal cortex (vmPFC) over the striatum, through an impaired dopamine (DA) transmission. Therefore, we investigated in vivo human stress-induced DA release in the vmPFC, its relation with fronto-striatal functional connectivity (FC), and NU in daily life. In total, 12 female healthy participants performed a simultaneous [18 F]fallypride PET and fMRI scan during which stress was induced. Regions displaying stress-induced DA release were identified and used to investigate stress-induced changes in fronto-striatal FC. Additionally, participants enrolled in an experience sampling study, reporting on daily life stress and rash actions over a 12-month-long period. Mixed models explored whether stress-induced DA release and FC moderated NU in daily life. Stress led to a lower FC between the vmPFC and dorsal striatum, but a higher FC between the vmPFC and contralateral ventral striatum. Participants with a higher FC between the vmPFC and dorsal striatum displayed more NU in daily life. A higher stress-induced DA release in the vmPFC was related to a higher stress-induced change in FC between the vmPFC and striatum. Participants with a higher DA release in the vmPFC displayed more NU in daily life. In conclusion, stress could differentially impact fronto-striatal FC whereby the connectivity with the dorsal striatum is especially important for NU in daily life. This could be mediated by a higher, but not a lower, stress-induced DA release in the vmPFC.
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Affiliation(s)
- Nicolas Leenaerts
- KU Leuven, Leuven Brain Institute, Department of Neurosciences, Research Group Psychiatry, Belgium; Mind-Body Research, Research Group Psychiatry, Department of Neurosciences, KU Leuven, Belgium.
| | - Jenny Ceccarini
- KU Leuven, Leuven Brain Institute, Department of Nuclear Medicine and Molecular Imaging, Research Nuclear Medicine & Molecular Imaging, Belgium
| | - Stefan Sunaert
- Translational MRI, Department of Imaging and Pathology, Biomedical Sciences Group, KU Leuven, Belgium
| | - Elske Vrieze
- KU Leuven, Leuven Brain Institute, Department of Neurosciences, Research Group Psychiatry, Belgium; Mind-Body Research, Research Group Psychiatry, Department of Neurosciences, KU Leuven, Belgium
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Li X, Kass G, Wiers CE, Shi Z. The Brain Salience Network at the Intersection of Pain and Substance use Disorders: Insights from Functional Neuroimaging Research. CURRENT ADDICTION REPORTS 2024; 11:797-808. [PMID: 39156196 PMCID: PMC11329602 DOI: 10.1007/s40429-024-00593-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/22/2024] [Indexed: 08/20/2024]
Abstract
Purpose of Review The brain's salience network (SN), primarily comprising the anterior insula and anterior cingulate cortex, plays a key role in detecting salient stimuli and processing physical and socioemotional pain (e.g., social rejection). Mounting evidence underscores an altered SN in the etiology and maintenance of substance use disorders (SUDs). This paper aims to synthesize recent functional neuroimaging research emphasizing the SN's involvement in SUDs and physical/socioemotional pain and explore the therapeutic prospects of targeting the SN for SUD treatment. Recent Findings The SN is repeatedly activated during the experience of both physical and socioemotional pain. Altered activation within the SN is associated with both SUDs and chronic pain conditions, characterized by aberrant activity and connectivity patterns as well as structural changes. Among individuals with SUDs, functional and structural alterations in the SN have been linked to abnormal salience attribution (e.g., heightened responsiveness to drug-related cues), impaired cognitive control (e.g., impulsivity), and compromised decision-making processes. The high prevalence of physical and socioemotional pain in the SUD population may further exacerbate SN alterations, thus contributing to hindered recovery progress and treatment failure. Interventions targeting the restoration of SN functioning, such as real-time functional MRI feedback, neuromodulation, and psychotherapeutic approaches, hold promise as innovative SUD treatments. Summary The review highlights the significance of alterations in the structure and function of the SN as potential mechanisms underlying the co-occurrence of SUDs and physical/socioemotional pain. Future work that integrates neuroimaging with other research methodologies will provide novel insights into the mechanistic role of the SN in SUDs and inform the development of next-generation treatment modalities.
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Affiliation(s)
- Xinyi Li
- Department of Psychiatry, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA 19104 USA
| | - Gabriel Kass
- Department of Psychiatry, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA 19104 USA
| | - Corinde E. Wiers
- Department of Psychiatry, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA 19104 USA
| | - Zhenhao Shi
- Department of Psychiatry, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA 19104 USA
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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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Di Passa AM, Prokop-Millar S, Yaya H, Dabir M, McIntyre-Wood C, Fein A, MacKillop E, MacKillop J, Duarte D. Clinical efficacy of deep transcranial magnetic stimulation (dTMS) in psychiatric and cognitive disorders: A systematic review. J Psychiatr Res 2024; 175:287-315. [PMID: 38759496 DOI: 10.1016/j.jpsychires.2024.05.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Revised: 04/23/2024] [Accepted: 05/02/2024] [Indexed: 05/19/2024]
Abstract
Deep transcranial magnetic stimulation (dTMS) has gained attention as an enhanced form of traditional TMS, targeting broader and deeper regions of the brain. However, a fulsome synthesis of dTMS efficacy across psychiatric and cognitive disorders using sham-controlled trials is lacking. We systematically reviewed 28 clinical trials comparing active dTMS to a sham/controlled condition to characterize dTMS efficacy across diverse psychiatric and cognitive disorders. A comprehensive search of APA PsycINFO, Cochrane, Embase, Medline, and PubMed databases was conducted. Predominant evidence supports dTMS efficacy in patients with obsessive-compulsive disorder (OCD; n = 2), substance use disorders (SUDs; n = 8), and in those experiencing depressive episodes with major depressive disorder (MDD) or bipolar disorder (BD; n = 6). However, the clinical efficacy of dTMS in psychiatric disorders characterized by hyperactivity or hyperarousal (i.e., attention-deficit/hyperactivity disorder, posttraumatic stress disorder, and schizophrenia) was heterogeneous. Common side effects included headaches and pain/discomfort, with rare but serious adverse events such as seizures and suicidal ideation/attempts. Risk of bias ratings indicated a collectively low risk according to the Grading of Recommendations, Assessment, Development, and Evaluations checklist (Meader et al., 2014). Literature suggests promise for dTMS as a beneficial alternative or add-on treatment for patients who do not respond well to traditional treatment, particularly for depressive episodes, OCD, and SUDs. Mixed evidence and limited clinical trials for other psychiatric and cognitive disorders suggest more extensive research is warranted. Future research should examine the durability of dTMS interventions and identify moderators of clinical efficacy.
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Affiliation(s)
- Anne-Marie Di Passa
- Department of Psychiatry and Behavioural Neurosciences, McMaster University, Hamilton, ON, Canada; Peter Boris Centre for Addictions Research, St. Joseph's Healthcare Hamilton, Hamilton, ON, Canada
| | - Shelby Prokop-Millar
- Department of Psychiatry and Behavioural Neurosciences, McMaster University, Hamilton, ON, Canada; Peter Boris Centre for Addictions Research, St. Joseph's Healthcare Hamilton, Hamilton, ON, Canada
| | - Horodjei Yaya
- Peter Boris Centre for Addictions Research, St. Joseph's Healthcare Hamilton, Hamilton, ON, Canada
| | - Melissa Dabir
- Department of Psychiatry and Behavioural Neurosciences, McMaster University, Hamilton, ON, Canada
| | - Carly McIntyre-Wood
- Department of Psychiatry and Behavioural Neurosciences, McMaster University, Hamilton, ON, Canada; Peter Boris Centre for Addictions Research, St. Joseph's Healthcare Hamilton, Hamilton, ON, Canada; Michael G DeGroote Centre for Medicinal Cannabis Research, McMaster University, Hamilton, ON, Canada
| | - Allan Fein
- Peter Boris Centre for Addictions Research, St. Joseph's Healthcare Hamilton, Hamilton, ON, Canada; Michael G DeGroote Centre for Medicinal Cannabis Research, McMaster University, Hamilton, ON, Canada
| | - Emily MacKillop
- Department of Psychiatry and Behavioural Neurosciences, McMaster University, Hamilton, ON, Canada; Peter Boris Centre for Addictions Research, St. Joseph's Healthcare Hamilton, Hamilton, ON, Canada
| | - James MacKillop
- Department of Psychiatry and Behavioural Neurosciences, McMaster University, Hamilton, ON, Canada; Peter Boris Centre for Addictions Research, St. Joseph's Healthcare Hamilton, Hamilton, ON, Canada; Michael G DeGroote Centre for Medicinal Cannabis Research, McMaster University, Hamilton, ON, Canada
| | - Dante Duarte
- Department of Psychiatry and Behavioural Neurosciences, McMaster University, Hamilton, ON, Canada; Peter Boris Centre for Addictions Research, St. Joseph's Healthcare Hamilton, Hamilton, ON, Canada; Seniors Mental Health Program, Department of Psychiatry and Neurosciences, McMaster University, Hamilton, ON, Canada.
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Zhao K, Fonzo GA, Xie H, Oathes DJ, Keller CJ, Carlisle NB, Etkin A, Garza-Villarreal EA, Zhang Y. Discriminative functional connectivity signature of cocaine use disorder links to rTMS treatment response. NATURE. MENTAL HEALTH 2024; 2:388-400. [PMID: 39279909 PMCID: PMC11394333 DOI: 10.1038/s44220-024-00209-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/15/2023] [Accepted: 01/23/2024] [Indexed: 09/18/2024]
Abstract
Cocaine use disorder (CUD) is prevalent, and repetitive transcranial magnetic stimulation (rTMS) shows promise in reducing cravings. However, the association between a consistent CUD-specific functional connectivity signature and treatment response remains unclear. Here we identify a validated functional connectivity signature from functional magnetic resonance imaging to discriminate CUD, with successful independent replication. We found increased connectivity within the visual and dorsal attention networks and between the frontoparietal control and ventral attention networks, alongside reduced connectivity between the default mode and limbic networks in patients with CUD. These connections were associated with drug use history and cognitive impairments. Using data from a randomized clinical trial, we also established the prognostic value of these functional connectivities for rTMS treatment outcomes in CUD, especially involving the frontoparietal control and default mode networks. Our findings reveal insights into the neurobiological mechanisms of CUD and link functional connectivity biomarkers with rTMS treatment response, offering potential targets for future therapeutic development.
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Affiliation(s)
- Kanhao Zhao
- Department of Bioengineering, Lehigh University, Bethlehem, PA, USA
| | - Gregory A Fonzo
- Center for Psychedelic Research and Therapy, Department of Psychiatry and Behavioral Sciences, Dell Medical School, The University of Texas at Austin, Austin, TX, USA
| | - Hua Xie
- Center for Neuroscience Research, Children's National Hospital, Washington DC, USA
- George Washington University School of Medicine, Washington DC, USA
| | - Desmond J Oathes
- Center for Neuromodulation in Depression and Stress, Department of Psychiatry, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Corey J Keller
- Wu Tsai Neuroscience Institute, Stanford University, Stanford, CA, USA
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA, USA
| | | | - Amit Etkin
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA, USA
- Alto Neuroscience, Los Altos, CA, USA
| | - Eduardo A Garza-Villarreal
- Instituto de Neurobiología, Universidad Nacional Autónoma de México campus Juriquilla, Querétaro, Mexico
| | - Yu Zhang
- Department of Bioengineering, Lehigh University, Bethlehem, PA, USA
- Department of Electrical and Computer Engineering, Lehigh University, Bethlehem, PA, USA
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13
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Celik M, Gold MS, Fuehrlein B. A Narrative Review of Current and Emerging Trends in the Treatment of Alcohol Use Disorder. Brain Sci 2024; 14:294. [PMID: 38539681 PMCID: PMC10969323 DOI: 10.3390/brainsci14030294] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2024] [Revised: 03/14/2024] [Accepted: 03/19/2024] [Indexed: 11/11/2024] Open
Abstract
Alcohol use disorder (AUD) is a significant contributor to morbidity and mortality in the United States. It contributes to over 140,000 annual deaths, to over 200 related diseases and health conditions globally, and accounts for 5.1% of the global disease burden. Despite its substantial impact, AUD remains undertreated, marked by a scarcity of approved medications. This paper explores the current treatment landscape and novel strategies for both alcohol withdrawal syndrome and AUD. Promising results, including the use of psychedelics alongside psychotherapy, noninvasive neural-circuit-based interventions, phosphodiesterase-4 inhibitors, and GLP-1 receptor agonists, have emerged from recent studies. While these advancements show potential, further research is crucial for a comprehensive understanding of their effectiveness. The clear shortage of approved medications and other treatment modalities underscores the pressing need for ongoing research.
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Affiliation(s)
- Muhammet Celik
- New York Medical College at Saint Joseph’s Medical Center, Yonkers, NY 10705, USA;
| | - Mark S. Gold
- Department of Psychiatry, School of Medicine, Washington University, St. Louis, MO 63130, USA
| | - Brian Fuehrlein
- Mental Health Service Line, VA Connecticut Healthcare System, West Haven, CT 06516, USA;
- Department of Psychiatry, Yale School of Medicine, New Haven, CT 06511, USA
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14
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Siddiqi SH, Fox MD. Targeting Symptom-Specific Networks With Transcranial Magnetic Stimulation. Biol Psychiatry 2024; 95:502-509. [PMID: 37979642 DOI: 10.1016/j.biopsych.2023.11.011] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/12/2023] [Revised: 10/31/2023] [Accepted: 11/14/2023] [Indexed: 11/20/2023]
Abstract
Increasing evidence suggests that the clinical effects of transcranial magnetic stimulation are target dependent. Within any given symptom, precise targeting of specific brain circuits may improve clinical outcomes. This principle can also be extended across symptoms-stimulation of different circuits may lead to different symptom-level outcomes. This may include targeting different symptoms within the same disorder (such as dysphoria vs. anxiety in patients with major depression) or targeting the same symptom across different disorders (such as primary major depression and depression secondary to stroke, traumatic brain injury, epilepsy, multiple sclerosis, or Parkinson's disease). Some of these symptom-specific changes may be desirable, while others may be undesirable. This review focuses on the conceptual framework through which symptom-specific target circuits may be identified, tested, and implemented.
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Affiliation(s)
- Shan H Siddiqi
- Center for Brain Circuit Therapeutics, Brigham and Women's Hospital, Boston, Massachusetts; Department of Psychiatry, Harvard Medical School, Boston, Massachusetts.
| | - Michael D Fox
- Center for Brain Circuit Therapeutics, Brigham and Women's Hospital, Boston, Massachusetts; Department of Psychiatry, Harvard Medical School, Boston, Massachusetts; Department of Neurology, Harvard Medical School, Boston, Massachusetts
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15
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Zheng H, Zhai T, Lin X, Dong G, Yang Y, Yuan TF. The resting-state brain activity signatures for addictive disorders. MED 2024; 5:201-223.e6. [PMID: 38359839 PMCID: PMC10939772 DOI: 10.1016/j.medj.2024.01.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2023] [Revised: 10/20/2023] [Accepted: 01/17/2024] [Indexed: 02/17/2024]
Abstract
BACKGROUND Addiction is a chronic and relapsing brain disorder. Despite numerous neuroimaging and neurophysiological studies on individuals with substance use disorder (SUD) or behavioral addiction (BEA), currently a clear neural activity signature for the addicted brain is lacking. METHODS We first performed systemic coordinate-based meta-analysis and partial least-squares regression to identify shared or distinct brain regions across multiple addictive disorders, with abnormal resting-state activity in SUD and BEA based on 46 studies (55 contrasts), including regional homogeneity (ReHo) and low-frequency fluctuation amplitude (ALFF) or fractional ALFF. We then combined Neurosynth, postmortem gene expression, and receptor/transporter distribution data to uncover the potential molecular mechanisms underlying these neural activity signatures. FINDINGS The overall comparison between addiction cohorts and healthy subjects indicated significantly increased ReHo and ALFF in the right striatum (putamen) and bilateral supplementary motor area, as well as decreased ReHo and ALFF in the bilateral anterior cingulate cortex and ventral medial prefrontal cortex, in the addiction group. On the other hand, neural activity in cingulate cortex, ventral medial prefrontal cortex, and orbitofrontal cortex differed between SUD and BEA subjects. Using molecular analyses, the altered resting activity recapitulated the spatial distribution of dopaminergic, GABAergic, and acetylcholine system in SUD, while this also includes the serotonergic system in BEA. CONCLUSIONS These results indicate both common and distinctive neural substrates underlying SUD and BEA, which validates and supports targeted neuromodulation against addiction. FUNDING This work was supported by the National Natural Science Foundation of China and Intramural Research Program of the National Institute on Drug Abuse, National Institutes of Health.
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Affiliation(s)
- Hui Zheng
- Shanghai Key Laboratory of Psychotic Disorders, Brain Health Institute, National Center for Mental Disorders, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai 200030, China; Co-Innovation Center of Neuroregeneration, Nantong University, Nantong, China
| | - Tianye Zhai
- Neuroimaging Research Branch, National Institute on Drug Abuse, National Institutes of Health, Baltimore, MD 21224, USA
| | - Xiao Lin
- 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), Beijing 100191, China
| | - Guangheng Dong
- Department of Psychology, Yunnan Normal University, Kunming 650092, China
| | - Yihong Yang
- Neuroimaging Research Branch, National Institute on Drug Abuse, National Institutes of Health, Baltimore, MD 21224, USA.
| | - Ti-Fei Yuan
- Shanghai Key Laboratory of Psychotic Disorders, Brain Health Institute, National Center for Mental Disorders, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai 200030, China; Co-Innovation Center of Neuroregeneration, Nantong University, Nantong, China; Institute of Mental Health and Drug Discovery, Oujiang Laboratory (Zhejiang Lab for Regenerative Medicine, Vision and Brain Health), Wenzhou, Zhejiang 325000, China.
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16
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Selim MK, Harel M, De Santis S, Perini I, Sommer WH, Heilig M, Zangen A, Canals S. Repetitive deep TMS in alcohol dependent patients halts progression of white matter changes in early abstinence. Psychiatry Clin Neurosci 2024; 78:176-185. [PMID: 38085120 PMCID: PMC11488632 DOI: 10.1111/pcn.13624] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/19/2023] [Revised: 10/04/2023] [Accepted: 11/15/2023] [Indexed: 03/13/2024]
Abstract
AIM Alcohol use disorder (AUD) is the most prevalent form of addiction, with a great burden on society and limited treatment options. A recent clinical trial reported significant clinical benefits of deep transcranial magnetic stimulations (Deep TMS) targeting midline frontocortical areas. However, the underlying biological substrate remained elusive. Here, we report the effect of Deep TMS on the microstructure of white matter. METHODS A total of 37 (14 females) AUD treatment-seeking patients were randomized to sham or active Deep TMS. Twenty (six females) age-matched healthy controls were included. White matter integrity was evaluated by fractional anisotropy (FA). Secondary measures included brain functional connectivity and self-reports of craving and drinking units in the 3 months of follow-up period. RESULTS White matter integrity was compromised in patients with AUD relative to healthy controls, as reflected by the widespread reduction in FA. This alteration progressed during early abstinence (3 weeks) in the absence of Deep TMS. However, stimulation of midline frontocortical areas arrested the progression of FA changes in association with decreased craving and relapse scores. Reconstruction of axonal tracts from white-matter regions showing preserved FA values identified cortical regions in the posterior cingulate and dorsomedial prefrontal cortices where functional connectivity was persistently modulated. These effects were absent in the sham-stimulated group. CONCLUSIONS By integrating brain structure and function to characterize the alcohol-dependent brain, this study provides mechanistic insights into the TMS effect, pointing to myelin plasticity as a possible mediator.
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Affiliation(s)
- Mohamed Kotb Selim
- Instituto de NeurocienciasConsejo Superior de Investigaciones Científicas (CSIC) and Universidad Miguel Hernández (UMH)Sant Joan d'AlacantSpain
| | - Maayan Harel
- Department of Life SciencesBen‐Gurion UniversityBeer ShevaIsrael
- Zlotowski Center for NeuroscienceBen‐Gurion UniversityBeer ShevaIsrael
| | - Silvia De Santis
- Instituto de NeurocienciasConsejo Superior de Investigaciones Científicas (CSIC) and Universidad Miguel Hernández (UMH)Sant Joan d'AlacantSpain
| | - Irene Perini
- Center for Social and Affective Neuroscience, Department of Biomedical and Clinical SciencesLinköping University HospitalLinköpingSweden
| | - Wolfgang H. Sommer
- Department of Addiction Medicine, Department of Clinical PsychologyMedical Faculty Mannheim, Central Institute of Mental Health, University of HeidelbergMannheimGermany
| | - Markus Heilig
- Center for Social and Affective Neuroscience, Department of Biomedical and Clinical SciencesLinköping University HospitalLinköpingSweden
| | - Abraham Zangen
- Department of Life SciencesBen‐Gurion UniversityBeer ShevaIsrael
- Zlotowski Center for NeuroscienceBen‐Gurion UniversityBeer ShevaIsrael
| | - Santiago Canals
- Instituto de NeurocienciasConsejo Superior de Investigaciones Científicas (CSIC) and Universidad Miguel Hernández (UMH)Sant Joan d'AlacantSpain
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17
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Mehta DD, Praecht A, Ward HB, Sanches M, Sorkhou M, Tang VM, Steele VR, Hanlon CA, George TP. A systematic review and meta-analysis of neuromodulation therapies for substance use disorders. Neuropsychopharmacology 2024; 49:649-680. [PMID: 38086901 PMCID: PMC10876556 DOI: 10.1038/s41386-023-01776-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/20/2023] [Revised: 11/06/2023] [Accepted: 11/20/2023] [Indexed: 02/21/2024]
Abstract
While pharmacological, behavioral and psychosocial treatments are available for substance use disorders (SUDs), they are not always effective or well-tolerated. Neuromodulation (NM) methods, including repetitive transcranial magnetic stimulation (rTMS), transcranial direct current stimulation (tDCS) and deep brain stimulation (DBS) may address SUDs by targeting addiction neurocircuitry. We evaluated the efficacy of NM to improve behavioral outcomes in SUDs. A systematic literature search was performed on MEDLINE, PsychINFO, and PubMed databases and a list of search terms for four key concepts (SUD, rTMS, tDCS, DBS) was applied. Ninety-four studies were identified that examined the effects of rTMS, tDCS, and DBS on substance use outcomes (e.g., craving, consumption, and relapse) amongst individuals with SUDs including alcohol, tobacco, cannabis, stimulants, and opioids. Meta-analyses were performed for alcohol and tobacco studies using rTMS and tDCS. We found that rTMS reduced substance use and craving, as indicated by medium to large effect sizes (Hedge's g > 0.5). Results were most encouraging when multiple stimulation sessions were applied, and the left dorsolateral prefrontal cortex (DLPFC) was targeted. tDCS also produced medium effect sizes for drug use and craving, though they were highly variable and less robust than rTMS; right anodal DLPFC stimulation appeared to be most efficacious. DBS studies were typically small, uncontrolled studies, but showed promise in reducing misuse of multiple substances. NM may be promising for the treatment of SUDs. Future studies should determine underlying neural mechanisms of NM, and further evaluate extended treatment durations, accelerated administration protocols and long-term outcomes with biochemical verification of substance use.
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Affiliation(s)
- Dhvani D Mehta
- Addictions Division, CAMH, Toronto, ON, Canada.
- Department of Psychiatry, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada.
| | - Angela Praecht
- Addictions Division, CAMH, Toronto, ON, Canada
- Department of Psychiatry, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Heather B Ward
- Department of Psychiatry and Behavioral Sciences, Vanderbilt University Medical Center, Nashville, TN, USA
| | | | - Maryam Sorkhou
- Addictions Division, CAMH, Toronto, ON, Canada
- Department of Psychiatry, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Victor M Tang
- Addictions Division, CAMH, Toronto, ON, Canada
- Department of Psychiatry, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Vaughn R Steele
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
| | | | - Tony P George
- Addictions Division, CAMH, Toronto, ON, Canada.
- Department of Psychiatry, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada.
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18
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Soleimani G, Joutsa J, Moussawi K, Siddiqi SH, Kuplicki R, Bikson M, Paulus MP, Fox MD, Hanlon CA, Ekhtiari H. Converging Evidence for Frontopolar Cortex as a Target for Neuromodulation in Addiction Treatment. Am J Psychiatry 2024; 181:100-114. [PMID: 38018143 PMCID: PMC11318367 DOI: 10.1176/appi.ajp.20221022] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2023]
Abstract
Noninvasive brain stimulation technologies such as transcranial electrical and magnetic stimulation (tES and TMS) are emerging neuromodulation therapies that are being used to target the neural substrates of substance use disorders. By the end of 2022, 205 trials of tES or TMS in the treatment of substance use disorders had been published, with heterogeneous results, and there is still no consensus on the optimal target brain region. Recent work may help clarify where and how to apply stimulation, owing to expanding databases of neuroimaging studies, new systematic reviews, and improved methods for causal brain mapping. Whereas most previous clinical trials targeted the dorsolateral prefrontal cortex, accumulating data highlight the frontopolar cortex as a promising therapeutic target for transcranial brain stimulation in substance use disorders. This approach is supported by converging multimodal evidence, including lesion-based maps, functional MRI-based maps, tES studies, TMS studies, and dose-response relationships. This review highlights the importance of targeting the frontopolar area and tailoring the treatment according to interindividual variations in brain state and trait and electric field distribution patterns. This converging evidence supports the potential for treatment optimization through context, target, dose, and timing dimensions to improve clinical outcomes of transcranial brain stimulation in people with substance use disorders in future clinical trials.
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Affiliation(s)
- Ghazaleh Soleimani
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis (Soleimani, Ekhtiari); Turku Brain and Mind Center, Clinical Neurosciences, University of Turku, and Neurocenter and Turku PET Center, Turku University Hospital, Turku, Finland (Joutsa); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Moussawi); Center for Brain Circuit Therapeutics and Departments of Neurology, Psychiatry, Neurosurgery, and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston (Siddiqi, Fox); Laureate Institute for Brain Research, Tulsa, Okla. (Kuplicki, Paulus, Ekhtiari); Department of Biomedical Engineering, City College of New York, New York (Bikson); Department Physiology and Pharmacology, Wake Forest School of Medicine, Winston-Salem, N.C. (Hanlon)
| | - Juho Joutsa
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis (Soleimani, Ekhtiari); Turku Brain and Mind Center, Clinical Neurosciences, University of Turku, and Neurocenter and Turku PET Center, Turku University Hospital, Turku, Finland (Joutsa); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Moussawi); Center for Brain Circuit Therapeutics and Departments of Neurology, Psychiatry, Neurosurgery, and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston (Siddiqi, Fox); Laureate Institute for Brain Research, Tulsa, Okla. (Kuplicki, Paulus, Ekhtiari); Department of Biomedical Engineering, City College of New York, New York (Bikson); Department Physiology and Pharmacology, Wake Forest School of Medicine, Winston-Salem, N.C. (Hanlon)
| | - Khaled Moussawi
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis (Soleimani, Ekhtiari); Turku Brain and Mind Center, Clinical Neurosciences, University of Turku, and Neurocenter and Turku PET Center, Turku University Hospital, Turku, Finland (Joutsa); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Moussawi); Center for Brain Circuit Therapeutics and Departments of Neurology, Psychiatry, Neurosurgery, and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston (Siddiqi, Fox); Laureate Institute for Brain Research, Tulsa, Okla. (Kuplicki, Paulus, Ekhtiari); Department of Biomedical Engineering, City College of New York, New York (Bikson); Department Physiology and Pharmacology, Wake Forest School of Medicine, Winston-Salem, N.C. (Hanlon)
| | - Shan H Siddiqi
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis (Soleimani, Ekhtiari); Turku Brain and Mind Center, Clinical Neurosciences, University of Turku, and Neurocenter and Turku PET Center, Turku University Hospital, Turku, Finland (Joutsa); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Moussawi); Center for Brain Circuit Therapeutics and Departments of Neurology, Psychiatry, Neurosurgery, and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston (Siddiqi, Fox); Laureate Institute for Brain Research, Tulsa, Okla. (Kuplicki, Paulus, Ekhtiari); Department of Biomedical Engineering, City College of New York, New York (Bikson); Department Physiology and Pharmacology, Wake Forest School of Medicine, Winston-Salem, N.C. (Hanlon)
| | - Rayus Kuplicki
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis (Soleimani, Ekhtiari); Turku Brain and Mind Center, Clinical Neurosciences, University of Turku, and Neurocenter and Turku PET Center, Turku University Hospital, Turku, Finland (Joutsa); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Moussawi); Center for Brain Circuit Therapeutics and Departments of Neurology, Psychiatry, Neurosurgery, and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston (Siddiqi, Fox); Laureate Institute for Brain Research, Tulsa, Okla. (Kuplicki, Paulus, Ekhtiari); Department of Biomedical Engineering, City College of New York, New York (Bikson); Department Physiology and Pharmacology, Wake Forest School of Medicine, Winston-Salem, N.C. (Hanlon)
| | - Marom Bikson
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis (Soleimani, Ekhtiari); Turku Brain and Mind Center, Clinical Neurosciences, University of Turku, and Neurocenter and Turku PET Center, Turku University Hospital, Turku, Finland (Joutsa); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Moussawi); Center for Brain Circuit Therapeutics and Departments of Neurology, Psychiatry, Neurosurgery, and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston (Siddiqi, Fox); Laureate Institute for Brain Research, Tulsa, Okla. (Kuplicki, Paulus, Ekhtiari); Department of Biomedical Engineering, City College of New York, New York (Bikson); Department Physiology and Pharmacology, Wake Forest School of Medicine, Winston-Salem, N.C. (Hanlon)
| | - Martin P Paulus
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis (Soleimani, Ekhtiari); Turku Brain and Mind Center, Clinical Neurosciences, University of Turku, and Neurocenter and Turku PET Center, Turku University Hospital, Turku, Finland (Joutsa); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Moussawi); Center for Brain Circuit Therapeutics and Departments of Neurology, Psychiatry, Neurosurgery, and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston (Siddiqi, Fox); Laureate Institute for Brain Research, Tulsa, Okla. (Kuplicki, Paulus, Ekhtiari); Department of Biomedical Engineering, City College of New York, New York (Bikson); Department Physiology and Pharmacology, Wake Forest School of Medicine, Winston-Salem, N.C. (Hanlon)
| | - Michael D Fox
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis (Soleimani, Ekhtiari); Turku Brain and Mind Center, Clinical Neurosciences, University of Turku, and Neurocenter and Turku PET Center, Turku University Hospital, Turku, Finland (Joutsa); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Moussawi); Center for Brain Circuit Therapeutics and Departments of Neurology, Psychiatry, Neurosurgery, and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston (Siddiqi, Fox); Laureate Institute for Brain Research, Tulsa, Okla. (Kuplicki, Paulus, Ekhtiari); Department of Biomedical Engineering, City College of New York, New York (Bikson); Department Physiology and Pharmacology, Wake Forest School of Medicine, Winston-Salem, N.C. (Hanlon)
| | - Colleen A Hanlon
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis (Soleimani, Ekhtiari); Turku Brain and Mind Center, Clinical Neurosciences, University of Turku, and Neurocenter and Turku PET Center, Turku University Hospital, Turku, Finland (Joutsa); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Moussawi); Center for Brain Circuit Therapeutics and Departments of Neurology, Psychiatry, Neurosurgery, and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston (Siddiqi, Fox); Laureate Institute for Brain Research, Tulsa, Okla. (Kuplicki, Paulus, Ekhtiari); Department of Biomedical Engineering, City College of New York, New York (Bikson); Department Physiology and Pharmacology, Wake Forest School of Medicine, Winston-Salem, N.C. (Hanlon)
| | - Hamed Ekhtiari
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis (Soleimani, Ekhtiari); Turku Brain and Mind Center, Clinical Neurosciences, University of Turku, and Neurocenter and Turku PET Center, Turku University Hospital, Turku, Finland (Joutsa); Department of Psychiatry, University of Pittsburgh, Pittsburgh (Moussawi); Center for Brain Circuit Therapeutics and Departments of Neurology, Psychiatry, Neurosurgery, and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston (Siddiqi, Fox); Laureate Institute for Brain Research, Tulsa, Okla. (Kuplicki, Paulus, Ekhtiari); Department of Biomedical Engineering, City College of New York, New York (Bikson); Department Physiology and Pharmacology, Wake Forest School of Medicine, Winston-Salem, N.C. (Hanlon)
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19
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Chen H, Mao Q, Zhang Y, Shi M, Geng W, Ma Y, Chen Y, Yin X. Disrupted Effective Connectivity within the Fronto-Thalamic Circuit in Pontine Infarction: A Spectral Dynamic Causal Modeling Study. Brain Sci 2024; 14:45. [PMID: 38248260 PMCID: PMC10813776 DOI: 10.3390/brainsci14010045] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2023] [Revised: 12/13/2023] [Accepted: 12/19/2023] [Indexed: 01/23/2024] Open
Abstract
This study aims to investigate alterations in effective connectivity (EC) within the fronto-thalamic circuit and their associations with motor and cognitive declines in pontine infarction (PI). A total of 33 right PI patients (RPIs), 38 left PI patients (LPIs), and 67 healthy controls (HCs) were recruited. The spectral dynamic causal modeling (spDCM) approach was used for EC analysis within the fronto-thalamic circuit, including the thalamus, caudate, supplementary motor area (SMA), medial prefrontal cortex (mPFC), and anterior cingulate cortex (ACC). The EC differences between different sides of the patients and HCs were assessed, and their correlations with motor and cognitive dysfunctions were analyzed. The LPIs showed increased EC from the mPFC to the R-SMA and decreased EC from the L-thalamus to the ACC, the L-SMA to the R-SMA, the R-caudate to the R-thalamus, and the R-thalamus to the ACC. For RPIs, the EC of the R-caudate to the mPFC, the L-thalamus and L-caudate to the L-SMA, and the L-caudate to the ACC increased obviously, while a lower EC strength was shown from the L-thalamus to the mPFC, the LSMA to the R-caudate, and the R-SMA to the L-thalamus. The EC from the R-caudate to the mPFC was negatively correlated with the MoCA score for RPIs, and the EC from the R-caudate to the R-thalamus was negatively correlated with the FMA score for LPIs. The results demonstrated EC within the fronto-thalamic circuit in PI-related functional impairments and reveal its potential as a novel imaging marker.
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Affiliation(s)
| | | | | | | | | | | | | | - Xindao Yin
- Department of Radiology, Nanjing First Hospital, Nanjing Medical University, Nanjing 210006, China; (H.C.); (Q.M.); (Y.Z.); (M.S.); (W.G.); (Y.M.); (Y.C.)
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20
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Siddiqi SH, Khosravani S, Rolston JD, Fox MD. The future of brain circuit-targeted therapeutics. Neuropsychopharmacology 2024; 49:179-188. [PMID: 37524752 PMCID: PMC10700386 DOI: 10.1038/s41386-023-01670-9] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/18/2023] [Revised: 07/07/2023] [Accepted: 07/10/2023] [Indexed: 08/02/2023]
Abstract
The principle of targeting brain circuits has drawn increasing attention with the growth of brain stimulation treatments such as transcranial magnetic stimulation (TMS), deep brain stimulation (DBS), and focused ultrasound (FUS). Each of these techniques can effectively treat different neuropsychiatric disorders, but treating any given disorder depends on choosing the right treatment target. Here, we propose a three-phase framework for identifying and modulating these targets. There are multiple approaches to identifying a target, including correlative neuroimaging, retrospective optimization based on existing stimulation sites, and lesion localization. These techniques can then be optimized using personalized neuroimaging, physiological monitoring, and engagement of a specific brain state using pharmacological or psychological interventions. Finally, a specific stimulation modality or combination of modalities can be chosen after considering the advantages and tradeoffs of each. While there is preliminary literature to support different components of this framework, there are still many unanswered questions. This presents an opportunity for the future growth of research and clinical care in brain circuit therapeutics.
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Affiliation(s)
- Shan H Siddiqi
- Center for Brain Circuit Therapeutics, Brigham and Women's Hospital, Boston, MA, USA.
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA.
| | - Sanaz Khosravani
- Center for Brain Circuit Therapeutics, Brigham and Women's Hospital, Boston, MA, USA
- Department of Neurology, Harvard Medical School, Boston, MA, USA
| | - John D Rolston
- Center for Brain Circuit Therapeutics, Brigham and Women's Hospital, Boston, MA, USA
- Department of Neurosurgery, Harvard Medical School, Boston, MA, USA
| | - Michael D Fox
- Center for Brain Circuit Therapeutics, Brigham and Women's Hospital, Boston, MA, USA
- Department of Neurology, Harvard Medical School, Boston, MA, USA
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21
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Sahlem GL, Kim B, Baker NL, Wong BL, Caruso MA, Campbell LA, Kaloani I, Sherman BJ, Ford TJ, Musleh AH, Kim JP, Williams NR, Manett AJ, Kratter IH, Short EB, Killeen TK, George MS, McRae-Clark AL. A preliminary randomized controlled trial of repetitive transcranial magnetic stimulation applied to the left dorsolateral prefrontal cortex in treatment seeking participants with cannabis use disorder. Drug Alcohol Depend 2024; 254:111035. [PMID: 38043228 PMCID: PMC10837319 DOI: 10.1016/j.drugalcdep.2023.111035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/28/2023] [Revised: 11/12/2023] [Accepted: 11/14/2023] [Indexed: 12/05/2023]
Abstract
BACKGROUND Cannabis use disorder (CUD) is a common and consequential disorder. When applied to the dorsolateral prefrontal cortex (DLPFC), repetitive transcranial magnetic stimulation (rTMS) reduces craving across substance use disorders and may have therapeutic clinical effects when applied in serial-sessions. The present study sought to preliminarily determine whether serial-sessions of rTMS applied to the DLPFC had a therapeutic effect in CUD. METHODS This study was a two-site, phase-2, double-blind, randomized-controlled-trial. Seventy-two treatment-seeking participants (37.5% Women, mean age 30.2±9.9SD) with ≥moderate-CUD were randomized to active or sham rTMS (Beam-F3, 10Hz, 20-total-sessions, two-sessions-per-visit, two-visits-per-week, with cannabis cues) while undergoing a three-session motivational enhancement therapy intervention. The primary outcome was the change in craving between pre- and post- treatment (Marijuana Craving Questionnaire Short-Form-MCQ-SF). Secondary outcomes included the number of weeks of abstinence and the number of days-per-week of cannabis use during 4-weeks of follow-up. RESULTS There were no significant differences in craving between conditions. Participants who received active-rTMS reported numerically, but not significantly, more weeks of abstinence in the follow-up period than those who received sham-rTMS (15.5%-Active; 9.3%-Sham; rate ratio = 1.66 [95% CI: 0.84, 3.28]; p=0.14). Participants who received active-rTMS reported fewer days-per-week of cannabis use over the final two-weeks of the follow-up period than those receiving sham-rTMS (Active vs. Sham: -0.72; Z=-2.33, p=0.02). CONCLUSIONS This trial suggests rTMS is safe and feasible in individuals with CUD and may have a therapeutic effect on frequency of cannabis use, though further study is needed with additional rTMS-sessions and a longer follow-up period.
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Affiliation(s)
- Gregory L Sahlem
- Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, CA, USA.
| | - Bohye Kim
- Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, CA, USA
| | - Nathaniel L Baker
- Departments of Public Health Sciences, Medical University of South Carolina, Charleston, SC, USA
| | - Brendan L Wong
- Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, CA, USA
| | - Margaret A Caruso
- Department of Psychiatry, Medical University of South Carolina, Charleston, SC, USA
| | - Lauren A Campbell
- Department of Psychiatry, Medical University of South Carolina, Charleston, SC, USA
| | - Irakli Kaloani
- Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, CA, USA
| | - Brian J Sherman
- Department of Psychiatry, Medical University of South Carolina, Charleston, SC, USA
| | - Tiffany J Ford
- Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, CA, USA
| | - Ahmad H Musleh
- Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, CA, USA
| | - Jane P Kim
- Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, CA, USA
| | - Nolan R Williams
- Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, CA, USA
| | - Andrew J Manett
- Department of Psychiatry, Medical University of South Carolina, Charleston, SC, USA
| | - Ian H Kratter
- Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, CA, USA
| | - Edward B Short
- Department of Psychiatry, Medical University of South Carolina, Charleston, SC, USA
| | - Terese K Killeen
- Department of Psychiatry, Medical University of South Carolina, Charleston, SC, USA
| | - Mark S George
- Departments of Public Health Sciences, Medical University of South Carolina, Charleston, SC, USA; Ralph H. Johnson Veterans Administration Medical Center, Charleston, SC, USA
| | - Aimee L McRae-Clark
- Departments of Public Health Sciences, Medical University of South Carolina, Charleston, SC, USA; Ralph H. Johnson Veterans Administration Medical Center, Charleston, SC, USA
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22
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Tang VM, Ibrahim C, Rodak T, Goud R, Blumberger DM, Voineskos D, Le Foll B. Managing substance use in patients receiving therapeutic repetitive transcranial magnetic stimulation: A scoping review. Neurosci Biobehav Rev 2023; 155:105477. [PMID: 38007879 DOI: 10.1016/j.neubiorev.2023.105477] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Revised: 11/16/2023] [Accepted: 11/18/2023] [Indexed: 11/28/2023]
Abstract
Repetitive Transcranial Magnetic Stimulation (rTMS) is an invaluable treatment option for neuropsychiatric disorders. Co-occurring recreational and nonmedical substance use can be common in those presenting for rTMS treatment, and it is unknown how it may affect the safety and efficacy of rTMS for the treatment of currently approved neuropsychiatric indications. This scoping review aimed to map the literature on humans receiving rTMS and had a history of any type of substance use. The search identified 274 articles providing information on inclusion/exclusion criteria, withdrawal criteria, safety protocols, type of rTMS and treatment parameters, adverse events and effect on primary outcomes that related to substance use. There are neurophysiological effects of substance use on cortical excitability, although the relevance to clinical rTMS practice is unknown. The current literature supports the safety and feasibility of delivering rTMS to those who have co-occurring neuropsychiatric disorder and substance use. However, specific details on how varying degrees of substance use alters the safety, efficacy, and mechanisms of rTMS remains poorly described.
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Affiliation(s)
- Victor M Tang
- Addictions Division, Centre for Addiction and Mental Health, Canada; Institute for Medical Science, Temerty Faculty of Medicine, University of Toronto, Canada; Department of Psychiatry, Temerty Faculty of Medicine, University of Toronto, Canada; Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Canada; Institute of Mental Health Policy Research, Centre for Addiction and Mental Health, Canada.
| | - Christine Ibrahim
- Addictions Division, Centre for Addiction and Mental Health, Canada; Institute for Medical Science, Temerty Faculty of Medicine, University of Toronto, Canada
| | - Terri Rodak
- CAMH Mental Health Sciences Library, Department of Education, Centre for Addiction and Mental Health, Canada
| | - Rachel Goud
- Addictions Division, Centre for Addiction and Mental Health, Canada
| | - Daniel M Blumberger
- Institute for Medical Science, Temerty Faculty of Medicine, University of Toronto, Canada; Department of Psychiatry, Temerty Faculty of Medicine, University of Toronto, Canada; Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Canada; Temerty Centre for Therapeutic Brain Intervention, Centre for Addiction and Mental Health, Canada
| | - Daphne Voineskos
- Institute for Medical Science, Temerty Faculty of Medicine, University of Toronto, Canada; Department of Psychiatry, Temerty Faculty of Medicine, University of Toronto, Canada; Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Canada; Temerty Centre for Therapeutic Brain Intervention, Centre for Addiction and Mental Health, Canada; Poul Hansen Family Centre for Depression, Krembil Research Institute, Toronto Western Hospital, University Health Network, Canada
| | - Bernard Le Foll
- Addictions Division, Centre for Addiction and Mental Health, Canada; Institute for Medical Science, Temerty Faculty of Medicine, University of Toronto, Canada; Department of Psychiatry, Temerty Faculty of Medicine, University of Toronto, Canada; Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Canada; Institute of Mental Health Policy Research, Centre for Addiction and Mental Health, Canada; CAMH Mental Health Sciences Library, Department of Education, Centre for Addiction and Mental Health, Canada; Temerty Centre for Therapeutic Brain Intervention, Centre for Addiction and Mental Health, Canada; Poul Hansen Family Centre for Depression, Krembil Research Institute, Toronto Western Hospital, University Health Network, Canada; Department of Pharmacology and Toxicology, Temerty Faculty of Medicine, University of Toronto, Canada; Department of Family and Community Medicine, Temerty Faculty of Medicine, University of Toronto, Canada; Waypoint Research Institute, Waypoint Centre for Mental Health Care, Penetanguishene, Canada
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23
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Jiang W, Cai L, Wang Z. Common hyper-entropy patterns identified in nicotine smoking, marijuana use, and alcohol use based on uni-drug dependence cohorts. Med Biol Eng Comput 2023; 61:3159-3166. [PMID: 37718388 PMCID: PMC10842973 DOI: 10.1007/s11517-023-02932-w] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2023] [Accepted: 09/07/2023] [Indexed: 09/19/2023]
Abstract
Substance use disorders present similar behaviors and psychopathologies related to impaired decision making/inhibition control and information processing, suggesting common alterations in frontal and limbic brain areas. To test this hypothesis, we identified three uni-substance use cohorts with dependence to only one type of substance from the Human Connectome Project: marijuana dependence, nicotine dependence, and alcohol dependence. Fifty-nine marijuana uses, 34 nicotine smokers, 35 alcohol drinkers, and their age and sex-matched non-substance use controls were identified. We used brain entropy mapping to probe brain alterations in substance use disorders. Compared to non-substance use individuals, all three substance use disorder cohorts had increased brain entropy. Marijuana dependence and nicotine dependence showed overlapped hyper-brain entropy in bilateral dorso-lateral prefrontal cortex, anterior cingulate cortex, and right insula. Hyper-brain entropy in marijuana dependence and alcohol dependence overlap in left insula, left doso-lateral prefrontal cortex, and posterior cingulate. Hyper-brain entropy in nicotine dependence and alcohol dependence overlap only in left dorso-lateral prefrontal cortex. Hyper-brain entropy in those areas was correlated with increased impulsivity or reduced inhibition control in substance use disorder but not in controls. Drug dependence is associated with hyper-brain entropy in the prefrontal cortex and the meso-limbic system, independent of a specific addictive drug. Brain entropy in this circuit provides a sensitive marker to detect brain and behavioral alterations in substance user disorders.
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Affiliation(s)
- Wenyu Jiang
- Department of Neurological Rehabilitation, Jiangbin Hospital of Guangxi Zhuang Autonomous Region, Nanning, China
| | - Luhui Cai
- Department of Neurological Rehabilitation, Jiangbin Hospital of Guangxi Zhuang Autonomous Region, Nanning, China
| | - Ze Wang
- Department of Diagnostic Radiology and Nuclear Medicine, University of Maryland School of Medicine, 670 W. Baltimore St, Baltimore, MD, 20201, USA.
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24
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Manza P, Tomasi D, Shokri-Kojori E, Zhang R, Kroll D, Feldman D, McPherson K, Biesecker C, Dennis E, Johnson A, Yuan K, Wang WT, Yonga MV, Wang GJ, Volkow ND. Neural circuit selective for fast but not slow dopamine increases in drug reward. Nat Commun 2023; 14:6408. [PMID: 37938560 PMCID: PMC10632365 DOI: 10.1038/s41467-023-41972-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2023] [Accepted: 09/20/2023] [Indexed: 11/09/2023] Open
Abstract
The faster a drug enters the brain, the greater its addictive potential, yet the brain circuits underlying the rate dependency to drug reward remain unresolved. With simultaneous PET-fMRI we linked dynamics of dopamine signaling, brain activity/connectivity, and self-reported 'high' in 20 adults receiving methylphenidate orally (results in slow delivery) and intravenously (results in fast delivery) (trial NCT03326245). We estimated speed of striatal dopamine increases to oral and IV methylphenidate and then tested where brain activity was associated with slow and fast dopamine dynamics (primary endpoint). We then tested whether these brain circuits were temporally associated with individual 'high' ratings to methylphenidate (secondary endpoint). A corticostriatal circuit comprising the dorsal anterior cingulate cortex and insula and their connections with dorsal caudate was activated by fast (but not slow) dopamine increases and paralleled 'high' ratings. These data provide evidence in humans for a link between dACC/insula activation and fast but not slow dopamine increases and document a critical role of the salience network in drug reward.
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Affiliation(s)
- Peter Manza
- National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD, USA.
| | - Dardo Tomasi
- National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD, USA
| | - Ehsan Shokri-Kojori
- National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD, USA
| | - Rui Zhang
- National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD, USA
| | - Danielle Kroll
- National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD, USA
| | - Dana Feldman
- National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD, USA
| | - Katherine McPherson
- National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD, USA
| | - Catherine Biesecker
- National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD, USA
| | - Evan Dennis
- National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD, USA
| | - Allison Johnson
- National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD, USA
| | - Kai Yuan
- School of Life Science and Technology, Xidian University, Xi'an, Shaanxi, 710071, PR China
| | - Wen-Tung Wang
- Radiology and Imaging Sciences, Clinical Center, National Institutes of Health, Bethesda, MD, USA
| | - Michele-Vera Yonga
- National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD, USA
| | - Gene-Jack Wang
- National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD, USA
| | - Nora D Volkow
- National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD, USA.
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25
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Dharavath RN, Pina-Leblanc C, Tang VM, Sloan ME, Nikolova YS, Pangarov P, Ruocco AC, Shield K, Voineskos D, Blumberger DM, Boileau I, Bozinoff N, Gerretsen P, Vieira E, Melamed OC, Sibille E, Quilty LC, Prevot TD. GABAergic signaling in alcohol use disorder and withdrawal: pathological involvement and therapeutic potential. Front Neural Circuits 2023; 17:1218737. [PMID: 37929054 PMCID: PMC10623140 DOI: 10.3389/fncir.2023.1218737] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2023] [Accepted: 09/04/2023] [Indexed: 11/07/2023] Open
Abstract
Alcohol is one of the most widely used substances. Alcohol use accounts for 5.1% of the global disease burden, contributes substantially to societal and economic costs, and leads to approximately 3 million global deaths yearly. Alcohol use disorder (AUD) includes various drinking behavior patterns that lead to short-term or long-lasting effects on health. Ethanol, the main psychoactive molecule acting in alcoholic beverages, directly impacts the GABAergic system, contributing to GABAergic dysregulations that vary depending on the intensity and duration of alcohol consumption. A small number of interventions have been developed that target the GABAergic system, but there are promising future therapeutic avenues to explore. This review provides an overview of the impact of alcohol on the GABAergic system, the current interventions available for AUD that target the GABAergic system, and the novel interventions being explored that in the future could be included among first-line therapies for the treatment of AUD.
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Affiliation(s)
| | - Celeste Pina-Leblanc
- Campbell Family Mental Health Research Institute of CAMH, Toronto, ON, Canada
- Department of Pharmacology and Toxicology, University of Toronto, Toronto, ON, Canada
| | - Victor M. Tang
- Campbell Family Mental Health Research Institute of CAMH, Toronto, ON, Canada
- Department of Psychiatry, University of Toronto, Toronto, ON, Canada
- Addiction Division, CAMH, Toronto, ON, Canada
- Division of Neurosciences and Clinical Translation, Department of Psychiatry, University of Toronto, Toronto, ON, Canada
- Institute of Medical Science, University of Toronto, Toronto, ON, Canada
- Institute of Mental Health Policy Research, CAMH, Toronto, ON, Canada
| | - Matthew E. Sloan
- Campbell Family Mental Health Research Institute of CAMH, Toronto, ON, Canada
- Department of Pharmacology and Toxicology, University of Toronto, Toronto, ON, Canada
- Addiction Division, CAMH, Toronto, ON, Canada
- Division of Neurosciences and Clinical Translation, Department of Psychiatry, University of Toronto, Toronto, ON, Canada
- Department of Psychological Clinical Science, University of Toronto Scarborough, Toronto, ON, Canada
- Institute of Medical Science, University of Toronto, Toronto, ON, Canada
- Institute of Mental Health Policy Research, CAMH, Toronto, ON, Canada
| | - Yuliya S. Nikolova
- Campbell Family Mental Health Research Institute of CAMH, Toronto, ON, Canada
- Department of Psychiatry, University of Toronto, Toronto, ON, Canada
| | - Peter Pangarov
- Campbell Family Mental Health Research Institute of CAMH, Toronto, ON, Canada
| | - Anthony C. Ruocco
- Campbell Family Mental Health Research Institute of CAMH, Toronto, ON, Canada
- Department of Psychiatry, University of Toronto, Toronto, ON, Canada
- Temerty Centre for Therapeutic Brain Intervention, CAMH, Toronto, ON, Canada
- Department of Psychology, University of Toronto Scarborough, Toronto, ON, Canada
| | - Kevin Shield
- Institute of Mental Health Policy Research, CAMH, Toronto, ON, Canada
| | - Daphne Voineskos
- Campbell Family Mental Health Research Institute of CAMH, Toronto, ON, Canada
- Department of Psychiatry, University of Toronto, Toronto, ON, Canada
- Temerty Centre for Therapeutic Brain Intervention, CAMH, Toronto, ON, Canada
| | - Daniel M. Blumberger
- Campbell Family Mental Health Research Institute of CAMH, Toronto, ON, Canada
- Department of Psychiatry, University of Toronto, Toronto, ON, Canada
- Temerty Centre for Therapeutic Brain Intervention, CAMH, Toronto, ON, Canada
| | - Isabelle Boileau
- Campbell Family Mental Health Research Institute of CAMH, Toronto, ON, Canada
- Department of Pharmacology and Toxicology, University of Toronto, Toronto, ON, Canada
- Department of Psychiatry, University of Toronto, Toronto, ON, Canada
- Brain Health Imaging Centre, CAMH, Toronto, ON, Canada
| | - Nikki Bozinoff
- Campbell Family Mental Health Research Institute of CAMH, Toronto, ON, Canada
- Department of Family and Community Medicine, University of Toronto, Toronto, ON, Canada
| | - Philip Gerretsen
- Campbell Family Mental Health Research Institute of CAMH, Toronto, ON, Canada
- Department of Psychiatry, University of Toronto, Toronto, ON, Canada
- Institute of Medical Science, University of Toronto, Toronto, ON, Canada
- Brain Health Imaging Centre, CAMH, Toronto, ON, Canada
| | - Erica Vieira
- Campbell Family Mental Health Research Institute of CAMH, Toronto, ON, Canada
- Department of Psychiatry, University of Toronto, Toronto, ON, Canada
| | - Osnat C. Melamed
- Campbell Family Mental Health Research Institute of CAMH, Toronto, ON, Canada
- Department of Family and Community Medicine, University of Toronto, Toronto, ON, Canada
| | - Etienne Sibille
- Campbell Family Mental Health Research Institute of CAMH, Toronto, ON, Canada
- Department of Pharmacology and Toxicology, University of Toronto, Toronto, ON, Canada
- Department of Psychiatry, University of Toronto, Toronto, ON, Canada
| | - Lena C. Quilty
- Campbell Family Mental Health Research Institute of CAMH, Toronto, ON, Canada
- Department of Psychiatry, University of Toronto, Toronto, ON, Canada
| | - Thomas D. Prevot
- Campbell Family Mental Health Research Institute of CAMH, Toronto, ON, Canada
- Department of Psychiatry, University of Toronto, Toronto, ON, Canada
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26
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Zhao D, Zeng N, Zhang HB, Zhang Y, Shan J, Luo H, Zangen A, Yuan TF. Deep magnetic stimulation targeting the medial prefrontal and anterior cingulate cortices for methamphetamine use disorder: a randomised, double-blind, sham-controlled study. Gen Psychiatr 2023; 36:e101149. [PMID: 37781340 PMCID: PMC10533780 DOI: 10.1136/gpsych-2023-101149] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/27/2023] [Accepted: 08/25/2023] [Indexed: 10/03/2023] Open
Affiliation(s)
- Di Zhao
- Shanghai Key Laboratory of Psychotic Disorders, Brain Health Institute, National Center for Mental Disorders, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Ningning Zeng
- Shanghai Key Laboratory of Psychotic Disorders, Brain Health Institute, National Center for Mental Disorders, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Hang-Bin Zhang
- Shanghai Key Laboratory of Psychotic Disorders, Brain Health Institute, National Center for Mental Disorders, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yi Zhang
- Shanghai Key Laboratory of Psychotic Disorders, Brain Health Institute, National Center for Mental Disorders, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Jiatong Shan
- Department of Arts and Sciences, New York University Shanghai, Shanghai, China
| | - Huichun Luo
- Shanghai Key Laboratory of Psychotic Disorders, Brain Health Institute, National Center for Mental Disorders, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Abraham Zangen
- Department of Life Sciences, Ben-Gurion University, Beer Sheva, Israel
| | - Ti-Fei Yuan
- Shanghai Key Laboratory of Psychotic Disorders, Brain Health Institute, National Center for Mental Disorders, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- Co-Innovation Center of Neuroregeneration, Nantong University, Nantong, China
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27
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Cheng JL, Tan C, Liu HY, Han DM, Liu ZC. Past, present, and future of deep transcranial magnetic stimulation: A review in psychiatric and neurological disorders. World J Psychiatry 2023; 13:607-619. [PMID: 37771645 PMCID: PMC10523198 DOI: 10.5498/wjp.v13.i9.607] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/08/2023] [Revised: 07/25/2023] [Accepted: 08/01/2023] [Indexed: 09/15/2023] Open
Abstract
Deep transcranial magnetic stimulation (DTMS) is a new non-invasive neuromodulation technique based on repetitive transcranial magnetic stimulation tech-nology. The new H-coil has significant advantages in the treatment and mechanism research of psychiatric and neurological disorders. This is due to its deep stimulation site and wide range of action. This paper reviews the clinical progress of DTMS in psychiatric and neurological disorders such as Parkinson's disease, Alzheimer's disease, post-stroke motor dysfunction, aphasia, and other neurological disorders, as well as anxiety, depression, and schizophrenia.
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Affiliation(s)
- Jin-Ling Cheng
- Department of Rehabilitation Medicine, Shaoguan First People’s Hospital, Shaoguan 512000, Guangdong Province, China
| | - Cheng Tan
- Department of Rehabilitation Medicine, Shaoguan First People’s Hospital, Shaoguan 512000, Guangdong Province, China
| | - Hui-Yu Liu
- Department of Infectious Diseases, Yuebei Second People’s Hospital, Shaoguan 512026, Guangdong Province, China
| | - Dong-Miao Han
- Department of Rehabilitation Therapy Teaching and Research, Gannan Healthcare Vocational College, Ganzhou 341000, Jiangxi Province, China
| | - Zi-Cai Liu
- Department of Rehabilitation Medicine, Shaoguan First People’s Hospital, Shaoguan 512000, Guangdong Province, China
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28
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Mahoney JJ, Haut MW, Carpenter J, Ranjan M, Thompson-Lake DGY, Marton JL, Zheng W, Berry JH, Tirumalai P, Mears A, D’Haese P, Finomore VS, Hodder SL, Rezai AR. Low-intensity focused ultrasound targeting the nucleus accumbens as a potential treatment for substance use disorder: safety and feasibility clinical trial. Front Psychiatry 2023; 14:1211566. [PMID: 37779628 PMCID: PMC10540197 DOI: 10.3389/fpsyt.2023.1211566] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Accepted: 08/18/2023] [Indexed: 10/03/2023] Open
Abstract
Introduction While current treatments for substance use disorder (SUD) are beneficial, success rates remain low and treatment outcomes are complicated by co-occurring SUDs, many of which are without available medication treatments. Research involving neuromodulation for SUD has recently gained momentum. This study evaluated two doses (60 and 90 W) of Low Intensity Focused Ultrasound (LIFU), targeting the bilateral nucleus accumbens (NAc), in individuals with SUD. Methods Four participants (three male), who were receiving comprehensive outpatient treatment for opioid use disorder at the time of enrollment and who also had a history of excessive non-opioid substance use, completed this pilot study. After confirming eligibility, these participants received 10 min sham LIFU followed by 20 min active LIFU (10 min to left then right NAc). Outcomes were the safety, tolerability, and feasibility during the LIFU procedure and throughout the 90-day follow-up. Outcomes also included the impact of LIFU on cue-induced substance craving, assessed via Visual Analog Scale (VAS), both acutely (pre-, during and post-procedure) and during the 90-day follow-up. Daily craving ratings (without cues) were also obtained for one-week prior to and one-week following LIFU. Results Both LIFU doses were safe and well-tolerated based on reported adverse events and MRI scans revealed no structural changes (0 min, 24 h, and 1-week post-procedure). For the two participants receiving "enhanced" (90 W) LIFU, VAS craving ratings revealed active LIFU attenuated craving for participants' primary substances of choice relative to sham sonication. For these participants, reductions were also noted in daily VAS craving ratings (0 = no craving; 10 = most craving ever) across the week following LIFU relative to pre-LIFU; Participant #3 pre- vs. post-LIFU: opioids (3.6 ± 0.6 vs. 1.9 ± 0.4), heroin (4.2 ± 0.8 vs. 1.9 ± 0.4), methamphetamine (3.2 ± 0.4 vs. 0.0 ± 0.0), cocaine (2.4 ± 0.6 vs. 0.0 ± 0.0), benzodiazepines (2.8 ± 0.5 vs. 0.0 ± 0.0), alcohol (6.0 ± 0.7 vs. 2.7 ± 0.8), and nicotine (5.6 ± 1.5 vs. 3.1 ± 0.7); Participant #4: alcohol (3.5 ± 1.3 vs. 0.0 ± 0.0) and nicotine (5.0 ± 1.8 vs. 1.2 ± 0.8) (all p's < 0.05). Furthermore, relative to screening, longitudinal reductions in cue-induced craving for several substances persisted during the 90-day post-LIFU follow-up evaluation for all participants. Discussion In conclusion, LIFU targeting the NAc was safe and acutely reduced substance craving during the LIFU procedure, and potentially had longer-term impact on craving reductions. While early observations are promising, NAc LIFU requires further investigation in a controlled trial to assess the impact on substance craving and ultimately substance use and relapse.
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Affiliation(s)
- James J. Mahoney
- Department of Behavioral Medicine and Psychiatry, West Virginia University School of Medicine, Rockefeller Neuroscience Institute, Morgantown, WV, United States
- Department of Neuroscience, West Virginia University School of Medicine, Rockefeller Neuroscience Institute, Morgantown, WV, United States
| | - Marc W. Haut
- Department of Behavioral Medicine and Psychiatry, West Virginia University School of Medicine, Rockefeller Neuroscience Institute, Morgantown, WV, United States
- Department of Neuroscience, West Virginia University School of Medicine, Rockefeller Neuroscience Institute, Morgantown, WV, United States
- Department of Neurology, West Virginia University School of Medicine, Rockefeller Neuroscience Institute, Morgantown, WV, United States
| | - Jeffrey Carpenter
- Department of Neuroscience, West Virginia University School of Medicine, Rockefeller Neuroscience Institute, Morgantown, WV, United States
- Department of Neuroradiology, West Virginia University School of Medicine, Rockefeller Neuroscience Institute, Morgantown, WV, United States
| | - Manish Ranjan
- Department of Neurosurgery, West Virginia University School of Medicine, Rockefeller Neuroscience Institute, Morgantown, WV, United States
| | - Daisy G. Y. Thompson-Lake
- Department of Neuroscience, West Virginia University School of Medicine, Rockefeller Neuroscience Institute, Morgantown, WV, United States
| | - Jennifer L. Marton
- Department of Behavioral Medicine and Psychiatry, West Virginia University School of Medicine, Rockefeller Neuroscience Institute, Morgantown, WV, United States
- Department of Neuroscience, West Virginia University School of Medicine, Rockefeller Neuroscience Institute, Morgantown, WV, United States
| | - Wanhong Zheng
- Department of Behavioral Medicine and Psychiatry, West Virginia University School of Medicine, Rockefeller Neuroscience Institute, Morgantown, WV, United States
- Department of Neuroscience, West Virginia University School of Medicine, Rockefeller Neuroscience Institute, Morgantown, WV, United States
| | - James H. Berry
- Department of Behavioral Medicine and Psychiatry, West Virginia University School of Medicine, Rockefeller Neuroscience Institute, Morgantown, WV, United States
- Department of Neuroscience, West Virginia University School of Medicine, Rockefeller Neuroscience Institute, Morgantown, WV, United States
| | - Padma Tirumalai
- Department of Neuroscience, West Virginia University School of Medicine, Rockefeller Neuroscience Institute, Morgantown, WV, United States
| | - Ashley Mears
- Department of Neurosurgery, West Virginia University School of Medicine, Rockefeller Neuroscience Institute, Morgantown, WV, United States
| | - Pierre D’Haese
- Department of Neuroscience, West Virginia University School of Medicine, Rockefeller Neuroscience Institute, Morgantown, WV, United States
| | - Victor S. Finomore
- Department of Neuroscience, West Virginia University School of Medicine, Rockefeller Neuroscience Institute, Morgantown, WV, United States
| | - Sally L. Hodder
- West Virginia Clinical and Translational Science Institute, West Virginia University School of Medicine, Morgantown, WV, United States
| | - Ali R. Rezai
- Department of Neuroscience, West Virginia University School of Medicine, Rockefeller Neuroscience Institute, Morgantown, WV, United States
- Department of Neurosurgery, West Virginia University School of Medicine, Rockefeller Neuroscience Institute, Morgantown, WV, United States
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Di Nicola M, Pepe M, Montanari S, Bonomo L, Casile F, Panaccione I, Franza R, Chieffo D, Martinotti G, Addolorato G, Janiri L, Sani G. Predictors of polysubstance use in patients with severe alcohol use disorder: the role of reward craving. J Psychiatr Res 2023; 165:290-297. [PMID: 37549504 DOI: 10.1016/j.jpsychires.2023.07.041] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/26/2022] [Revised: 07/18/2023] [Accepted: 07/29/2023] [Indexed: 08/09/2023]
Abstract
BACKGROUND Different craving typologies (i.e., reward, relief, obsessive) have been identified in alcohol use disorder (AUD) but have been less investigated in specific populations like AUD patients with polysubstance use (PSU). The role of dysfunctional personality traits and reward pathways has been reported in both AUD and PSU. We hypothesized that patients with AUD-PSU might show a prevalent reward craving, alongside specific sociodemographic, clinical, and personality features, and aimed at investigating differences in 423 severe AUD outpatients with and without PSU. METHODS One hundred fifteen patients (27.1% of the sample, 67% males, 42 ± 11.6 years old) displayed PSU. Sociodemographic, clinical features and psychopathological/personality dimensions were assessed through: Craving Typologies Questionnaire (CTQ); Obsessive-Compulsive Drinking Scale (OCDS); UPPS-P Impulsive Behavior Scale (S-UPPS-P); Difficulties in Emotion Regulation Scale (DERS). A binomial logistic regression explored factors associated with PSU. RESULTS We found higher CTQ 'reward' scores (p < 0.001) in AUD-PSU patients, and a significant association between reward craving and PSU through logistic regression (OR:1.13; p = 0.005). Earlier AUD onset (p < 0.001), greater rates of binge drinking (p = 0.029), more legal problems (p = 0.015), but no significantly higher S-UPPS-S and DERS scores, were detected in AUD-PSU patients. CONCLUSIONS Reward craving was associated with increased risk for PSU in severe AUD patients. Given AUD-PSU participants greater severity and detrimental treatment responses imputed to PSU, identifying prevalent craving types among risk factors for PSU in AUD may help to implement therapeutic strategies. Addressing neurobiological and behavioral mechanisms through combined psychotherapies, pharmacological and neuromodulation treatments could support tailored interventions with better long-term outcome.
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Affiliation(s)
- Marco Di Nicola
- Department of Neuroscience, Section of Psychiatry, Università Cattolica Del Sacro Cuore, Rome, Italy; Department of Psychiatry, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy.
| | - Maria Pepe
- Department of Psychiatry, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Silvia Montanari
- Department of Psychiatry, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Lorenzo Bonomo
- Department of Human Sciences, Libera Università Maria S.S. Assunta, Rome, Italy
| | - Francesca Casile
- Department of Human Sciences, Libera Università Maria S.S. Assunta, Rome, Italy
| | | | - Raffaella Franza
- Service of Clinical Psychology, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Daniela Chieffo
- Service of Clinical Psychology, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Giovanni Martinotti
- Department of Neurosciences, Imaging and Clinical Sciences, Università Degli Studi Gabriele D'Annunzio, Chieti, Pescara, Italy
| | - Giovanni Addolorato
- Internal Medicine, Columbus-Gemelli Hospital, Department of Medical and Surgical Sciences, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy; Alcohol Related Disease Unit, CEMAD Digestive Disease Center, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Università Cattolica Del Sacro Cuore, Rome, Italy
| | - Luigi Janiri
- Department of Neuroscience, Section of Psychiatry, Università Cattolica Del Sacro Cuore, Rome, Italy; Department of Psychiatry, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Gabriele Sani
- Department of Neuroscience, Section of Psychiatry, Università Cattolica Del Sacro Cuore, Rome, Italy; Department of Psychiatry, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
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Syan SK, McIntyre-Wood C, Vandehei E, Vidal ML, Hargreaves T, Levitt EE, Scarfe M, Marsden E, MacKillop E, Sarles-Whittlesey H, Amlung M, Sweet L, MacKillop J. Resting state functional connectivity as a predictor of brief intervention response in adults with alcohol use disorder: A preliminary study. ALCOHOL, CLINICAL & EXPERIMENTAL RESEARCH 2023; 47:1590-1602. [PMID: 37572293 DOI: 10.1111/acer.15123] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/19/2022] [Revised: 05/17/2023] [Accepted: 05/24/2023] [Indexed: 08/14/2023]
Abstract
BACKGROUND Brief interventions for alcohol use disorder (AUD) are generally efficacious, albeit with variability in response. Resting state functional connectivity (rsFC) may characterize neurobiological indicators that predict the response to brief interventions and is the focus of the current investigation. MATERIALS AND METHODS Forty-six individuals with AUD (65.2% female) completed a resting state functional magnetic resonance imaging (fMRI) scan immediately followed by a brief intervention aimed at reducing alcohol consumption. Positive clinical response was defined as a reduction in alcohol consumption by at least one World Health Organization (WHO) risk drinking level at 3-month follow-up. rsFC was analyzed using seed-to-voxel analysis with seed regions from four networks: salience network, reward network, frontoparietal network, and default mode network. RESULTS At baseline, responders had greater rsFC between the following seed regions in relation to voxel-based clusters than non-responders: (i) anterior cingulate cortex (ACC) in relation to left postcentral gyrus and right supramarginal gyrus (salience network); (ii) right posterior parietal cortex in relation to right ventral ACC (salience network); (iii) right interior frontal gyrus (IFG) pars opercularis in relation to right cerebellum and right occipital fusiform gyrus (frontoparietal); and (iv) right primary motor cortex in relation to left thalamus (default mode). Lower rsFC in responders vs. nonresponders was seen between the (i) right rostral prefrontal cortex in relation to left IFG pars triangularis (frontoparietal); (ii) right IFG pars triangularis in relation to right cerebellum (frontoparietal); (iii) right IFG pars triangularis in relation to right frontal eye fields and right angular gyrus (frontoparietal); and (iv) right nucleus accumbens in relation to right orbital frontal cortex and right insula (reward). CONCLUSIONS Resting state functional connectivity in the frontoparietal, salience, and reward networks predicts the response to a brief intervention in individuals with AUD and could reflect greater receptivity or motivation for behavior change.
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Affiliation(s)
- Sabrina K Syan
- Department of Psychology, Neuroscience and Behaviour, McMaster University, Hamilton, Ontario, Canada
- Peter Boris Centre for Addictions Research, St. Joseph's Healthcare Hamilton, Hamilton, Ontario, Canada
| | - Carly McIntyre-Wood
- Peter Boris Centre for Addictions Research, St. Joseph's Healthcare Hamilton, Hamilton, Ontario, Canada
| | - Emily Vandehei
- Peter Boris Centre for Addictions Research, St. Joseph's Healthcare Hamilton, Hamilton, Ontario, Canada
| | - Mae Linda Vidal
- Peter Boris Centre for Addictions Research, St. Joseph's Healthcare Hamilton, Hamilton, Ontario, Canada
| | - Tegan Hargreaves
- Peter Boris Centre for Addictions Research, St. Joseph's Healthcare Hamilton, Hamilton, Ontario, Canada
| | - Emily E Levitt
- Peter Boris Centre for Addictions Research, St. Joseph's Healthcare Hamilton, Hamilton, Ontario, Canada
| | - Molly Scarfe
- Peter Boris Centre for Addictions Research, St. Joseph's Healthcare Hamilton, Hamilton, Ontario, Canada
| | - Emma Marsden
- Peter Boris Centre for Addictions Research, St. Joseph's Healthcare Hamilton, Hamilton, Ontario, Canada
| | - Emily MacKillop
- Department of Psychiatry and Behavioural Neurosciences, McMaster University, Hamilton, Ontario, Canada
| | | | - Michael Amlung
- Cofrin Logan Center for Addiction Research and Treatment, University of Kansas, Lawrence, Kansas, USA
- Department of Applied Behavioral Science, University of Kansas, Lawrence, Kansas, USA
| | - Lawrence Sweet
- Department of Psychology, University of Georgia, Athens, Georgia, USA
| | - James MacKillop
- Peter Boris Centre for Addictions Research, St. Joseph's Healthcare Hamilton, Hamilton, Ontario, Canada
- Department of Psychiatry and Behavioural Neurosciences, McMaster University, Hamilton, Ontario, Canada
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Kumar N, Singal P, Chakladar A. Novel intervention of high-frequency repetitive transcranial magnetic stimulation in patients with somatic symptom disorder and its safety and outcome. Indian J Psychiatry 2023; 65:887-891. [PMID: 37736227 PMCID: PMC10510644 DOI: 10.4103/indianjpsychiatry.indianjpsychiatry_65_23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2023] [Revised: 06/23/2023] [Accepted: 07/12/2023] [Indexed: 09/23/2023] Open
Abstract
Somatic Symptom disorders (SSDs) are characterised by the presence of persistent somatic symptoms associated with excessive thoughts, feelings and behaviours related to the symptoms. However, current treatment modalities are non-specific with modest effects. We aim to explore the safety and outcome of high-frequency transcranial magnetic stimulation at medial Prefrontal Cortex in ten such patients. Patient Health Questionnaire-15, Hamilton Rating Scale for Depression and Hamilton Anxiety Rating Scale were applied to ten patients with Somatic Symptom Disorder. 15 sessions of 15Hz TMS using a double cone coil with 2500 pulses/session were administered. All patients completed their sessions except one. Eight of the nine patients reported significant improvement with a reduction of 33%-80% from their baseline PHQ-15 scores. One patient reported significant adverse effects. Double cone coil TMS at medial Prefrontal Cortex appears to be a safe therapeutic intervention with potentially good outcomes in SSDs.
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Affiliation(s)
- Nand Kumar
- Department of Psychiatry, All India Institute of Medical Sciences, New Delhi, Delhi, India
| | - Prakamya Singal
- Department of Psychiatry, All India Institute of Medical Sciences, New Delhi, Delhi, India
| | - Abhishek Chakladar
- Department of Psychiatry, All India Institute of Medical Sciences, New Delhi, Delhi, India
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Harmelech T, Hanlon CA, Tendler A. Transcranial Magnetic Stimulation as a Tool to Promote Smoking Cessation and Decrease Drug and Alcohol Use. Brain Sci 2023; 13:1072. [PMID: 37509004 PMCID: PMC10377606 DOI: 10.3390/brainsci13071072] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2023] [Revised: 07/04/2023] [Accepted: 07/05/2023] [Indexed: 07/30/2023] Open
Abstract
Repetitive transcranial magnetic stimulation (rTMS) is a noninvasive, drug-free, neural-circuit-based therapeutic tool that was recently cleared by the United States Food and Drug Associate for the treatment of smoking cessation. TMS has been investigated as a tool to reduce consumption and craving for many other substance use disorders (SUDs). This review starts with a discussion of neural networks involved in the addiction process. It then provides a framework for the therapeutic efficacy of TMS describing the role of executive control circuits, default mode, and salience circuits as putative targets for neuromodulation (via targeting the DLPFC, MPFC, cingulate, and insula bilaterally). A series of the largest studies of TMS in SUDs are listed and discussed in the context of this framework. Our review concludes with an assessment of the current state of knowledge regarding the use of rTMS as a therapeutic tool in reducing drug, alcohol, and nicotine use and identifies gaps in the literature that need to be addressed in future studies. Namely, while the presumed mechanism through which TMS exerts its effects is by modulating the functional connectivity circuits involved in executive control and salience of drug-related cues, it is also possible that TMS has direct effects on subcortical dopamine, a hypothesis that could be explored in greater detail with PET imaging.
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Affiliation(s)
| | - Colleen A Hanlon
- BrainsWay Ltd., Winston-Salem, NC 27106, USA
- Wake Forest School of Medicine, Winston-Salem, NC 27106, USA
| | - Aron Tendler
- BrainsWay Ltd., Winston-Salem, NC 27106, USA
- Department of Life Sciences, Ben Gurion University of the Negev, Beer-Sheva 84105, Israel
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Sahlem GL, Kim B, Baker NL, Wong BL, Caruso MA, Campbell LA, Kaloani I, Sherman BJ, Ford TJ, Musleh AH, Kim JP, Williams NR, Manett AJ, Kratter IH, Short EB, Killeen TK, George MS, McRae-Clark AL. A Preliminary Investigation Of Repetitive Transcranial Magnetic Stimulation Applied To The Left Dorsolateral Prefrontal Cortex In Treatment Seeking Participants With Cannabis Use Disorder. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.07.10.23292461. [PMID: 37503294 PMCID: PMC10370231 DOI: 10.1101/2023.07.10.23292461] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/29/2023]
Abstract
Background Cannabis use disorder (CUD) is a common and consequential disorder. When applied to the dorsolateral prefrontal cortex (DLPFC), repetitive transcranial magnetic stimulation (rTMS) reduces craving across substance use disorders and may have a therapeutic clinical effect when applied in serial sessions. The present study sought to preliminarily determine whether serial sessions of rTMS applied to the DLPFC had a therapeutic effect in CUD. Methods This study was a two-site, phase-2, double-blind, randomized-controlled-trial. Seventy-two treatment-seeking participants (37.5% Women, mean age 30.2±9.9SD) with ≥moderate-CUD were randomized to active or sham rTMS (Beam-F3, 10Hz, 20-total-sessions, with cannabis cues) while undergoing a three-session motivational enhancement therapy intervention. The primary outcome was the change in craving between pre- and post-treatment (Marijuana Craving Questionnaire Short-Form-MCQ-SF). Secondary outcomes included the number of weeks of abstinence and the number of days-per-week of cannabis use during 4-weeks of follow-up. Results There were no significant differences in craving between conditions. Participants who received active rTMS reported numerically, but not significantly, more weeks of abstinence in the follow-up period than those who received sham rTMS (15.5%-Active; 9.3%-Sham; rate ratio = 1.66 [95% CI: 0.84, 3.28]; p=0.14). Participants who received active rTMS reported fewer days-per-week of cannabis use over the final two-weeks of the follow-up period (Active vs. Sham: -0.72; Z=-2.33, p=0.02). Conclusions This trial suggests rTMS is safe and feasible in individuals with CUD and may have a therapeutic effect on frequency of cannabis use, though further study is needed with additional rTMS-sessions and a longer follow-up period.
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Affiliation(s)
- Gregory L. Sahlem
- Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, California, USA
| | - Bohye Kim
- Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, California, USA
| | - Nathaniel L. Baker
- Departments of Public Health Sciences, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Brendan L. Wong
- Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, California, USA
| | - Margaret A. Caruso
- Departments of Psychiatry, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Lauren A. Campbell
- Departments of Psychiatry, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Irakli Kaloani
- Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, California, USA
| | - Brian J. Sherman
- Departments of Psychiatry, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Tiffany J. Ford
- Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, California, USA
| | - Ahmad H. Musleh
- Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, California, USA
| | - Jane P. Kim
- Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, California, USA
| | - Nolan R. Williams
- Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, California, USA
| | - Andrew J. Manett
- Departments of Psychiatry, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Ian H. Kratter
- Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, California, USA
| | - Edward B. Short
- Departments of Psychiatry, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Terese K. Killeen
- Departments of Psychiatry, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Mark S. George
- Departments of Public Health Sciences, Medical University of South Carolina, Charleston, South Carolina, USA
- Ralph H. Johnson Veterans Administration Medical Center, Charleston, South Carolina, USA
| | - Aimee L. McRae-Clark
- Departments of Public Health Sciences, Medical University of South Carolina, Charleston, South Carolina, USA
- Ralph H. Johnson Veterans Administration Medical Center, Charleston, South Carolina, USA
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Tang VM, Goud R, Zawertailo L, Selby P, Coroiu A, Sloan ME, Chenoweth MJA, Buchman D, Ibrahim C, Blumberger DM, Foll BL. Repetitive transcranial magnetic stimulation for smoking cessation: Next steps for translation and implementation into clinical practice. Psychiatry Res 2023; 326:115340. [PMID: 37454610 DOI: 10.1016/j.psychres.2023.115340] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/15/2023] [Revised: 07/04/2023] [Accepted: 07/07/2023] [Indexed: 07/18/2023]
Abstract
Tobacco smoking is a significant determinant of preventable morbidity and mortality worldwide. It is now possible to modulate the activity of the neurocircuitry associated with nicotine dependence using repetitive Transcranial Magnetic Stimulation (rTMS), a non-invasive neurostimulation approach, which has recently demonstrated efficacy in clinical trials and received regulatory approval in the US and Canada. However there remains a paucity of replication studies and real-world patient effectiveness data as access to this intervention is extremely limited. There are a number of unique challenges related to the delivery of rTMS that need to be addressed prior to widespread adoption and implementation of this treatment modality for smoking cessation. In this paper, we review the accessibility, scientific, technological, economical, and social challenges that remain before this treatment can be translated into clinical practice. By addressing these remaining barriers and scientific challenges with rTMS for smoking cessation and delineating implementation strategies, we can greatly reduce the burden of tobacco-related disease worldwide.
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Affiliation(s)
- Victor M Tang
- Addictions Division, Centre for Addiction and Mental Health, 100 Stokes St, Toronto, ON, Canada; Institute for Medical Science, Temerty Faculty of Medicine, University of Toronto, Canada; Department of Psychiatry, University of Toronto, Temerty Faculty of Medicine, Canada; Centre for Addiction and Mental Health, Campbell Family Mental Health Research Institute, Canada; Centre for Addiction and Mental Health, Institute of Mental Health Policy Research, Canada; Centre for Addiction and Mental Health, Temerty Centre for Therapeutic Brain Intervention, Canada.
| | - Rachel Goud
- Addictions Division, Centre for Addiction and Mental Health, 100 Stokes St, Toronto, ON, Canada; Department of Psychiatry, University of Toronto, Temerty Faculty of Medicine, Canada
| | - Laurie Zawertailo
- Addictions Division, Centre for Addiction and Mental Health, 100 Stokes St, Toronto, ON, Canada; Centre for Addiction and Mental Health, Campbell Family Mental Health Research Institute, Canada; Centre for Addiction and Mental Health, Institute of Mental Health Policy Research, Canada; Department of Pharmacology and Toxicology, Temerty Faculty of Medicine, University of Toronto, Canada
| | - Peter Selby
- Addictions Division, Centre for Addiction and Mental Health, 100 Stokes St, Toronto, ON, Canada; Institute for Medical Science, Temerty Faculty of Medicine, University of Toronto, Canada; Department of Psychiatry, University of Toronto, Temerty Faculty of Medicine, Canada; Centre for Addiction and Mental Health, Campbell Family Mental Health Research Institute, Canada; Centre for Addiction and Mental Health, Institute of Mental Health Policy Research, Canada; Department of Family and Community Medicine, Temerty Faculty of Medicine, University of Toronto, Canada; Dalla Lana School of Public Health, University of Toronto, Canada
| | - Adina Coroiu
- Addictions Division, Centre for Addiction and Mental Health, 100 Stokes St, Toronto, ON, Canada; Centre for Addiction and Mental Health, Campbell Family Mental Health Research Institute, Canada
| | - Matthew E Sloan
- Addictions Division, Centre for Addiction and Mental Health, 100 Stokes St, Toronto, ON, Canada; Institute for Medical Science, Temerty Faculty of Medicine, University of Toronto, Canada; Department of Psychiatry, University of Toronto, Temerty Faculty of Medicine, Canada; Centre for Addiction and Mental Health, Campbell Family Mental Health Research Institute, Canada; Centre for Addiction and Mental Health, Institute of Mental Health Policy Research, Canada; Department of Pharmacology and Toxicology, Temerty Faculty of Medicine, University of Toronto, Canada
| | - Meghan Jo-Ann Chenoweth
- Department of Psychiatry, University of Toronto, Temerty Faculty of Medicine, Canada; Centre for Addiction and Mental Health, Campbell Family Mental Health Research Institute, Canada; Department of Pharmacology and Toxicology, Temerty Faculty of Medicine, University of Toronto, Canada
| | - Daniel Buchman
- Centre for Addiction and Mental Health, Campbell Family Mental Health Research Institute, Canada; Dalla Lana School of Public Health, University of Toronto, Canada
| | - Christine Ibrahim
- Addictions Division, Centre for Addiction and Mental Health, 100 Stokes St, Toronto, ON, Canada; Institute for Medical Science, Temerty Faculty of Medicine, University of Toronto, Canada; Translational Addiction Research Laboratory, Centre for Addiction and Mental Health, Toronto, ON, Canada
| | - Daniel M Blumberger
- Institute for Medical Science, Temerty Faculty of Medicine, University of Toronto, Canada; Department of Psychiatry, University of Toronto, Temerty Faculty of Medicine, Canada; Centre for Addiction and Mental Health, Campbell Family Mental Health Research Institute, Canada; Centre for Addiction and Mental Health, Temerty Centre for Therapeutic Brain Intervention, Canada
| | - Bernard Le Foll
- Addictions Division, Centre for Addiction and Mental Health, 100 Stokes St, Toronto, ON, Canada; Institute for Medical Science, Temerty Faculty of Medicine, University of Toronto, Canada; Department of Psychiatry, University of Toronto, Temerty Faculty of Medicine, Canada; Centre for Addiction and Mental Health, Campbell Family Mental Health Research Institute, Canada; Centre for Addiction and Mental Health, Institute of Mental Health Policy Research, Canada; Department of Pharmacology and Toxicology, Temerty Faculty of Medicine, University of Toronto, Canada; Department of Family and Community Medicine, Temerty Faculty of Medicine, University of Toronto, Canada; Dalla Lana School of Public Health, University of Toronto, Canada; Translational Addiction Research Laboratory, Centre for Addiction and Mental Health, Toronto, ON, Canada; Waypoint Research Institute, Waypoint Centre for Mental Health Care, Penetanguishene, ON, Canada
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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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Wen X, Yue L, Du Z, Li L, Zhu Y, Yu D, Yuan K. Implications of neuroimaging findings in addiction. PSYCHORADIOLOGY 2023; 3:kkad006. [PMID: 38666116 PMCID: PMC10917371 DOI: 10.1093/psyrad/kkad006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/25/2023] [Revised: 04/14/2023] [Accepted: 04/28/2023] [Indexed: 04/28/2024]
Affiliation(s)
- Xinwen Wen
- School of Life Science and Technology, Xidian University, Xi'an 710126, China
| | - Lirong Yue
- School of Life Science and Technology, Xidian University, Xi'an 710126, China
| | - Zhe Du
- School of Life Science and Technology, Xidian University, Xi'an 710126, China
| | - Linling Li
- School of Biomedical Engineering, Medical School, Shenzhen University, Shenzhen 518060, China
- Guangdong Provincial Key Laboratory of Biomedical Measurements and Ultrasound Imaging, Shenzhen University, Shenzhen 518060, China
| | - Yuanqiang Zhu
- Department of Radiology, Xijing Hospital, Fourth Military Medical University, Xi'an 710032, China
| | - Dahua Yu
- Inner Mongolia Key Laboratory of Pattern Recognition and Intelligent Image Processing, School of Information Engineering, Inner Mongolia University of Science and Technology, Baotou 014010, China
| | - Kai Yuan
- School of Life Science and Technology, Xidian University, Xi'an 710126, China
- Engineering Research Center of Molecular and Neuro Imaging Ministry of Education, Xidian University, Xi'an 710126, China
- Xi'an Key Laboratory of Intelligent Sensing and Regulation of trans-Scale Life Information, School of Life Science and Technology, Xidian University, Xi'an 710126, China
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Soleimani G, Conelea CA, Kuplicki R, Opitz A, Lim KO, Paulus MP, Ekhtiari H. Optimizing Individual Targeting of Fronto-Amygdala Network with Transcranial Magnetic Stimulation (TMS): Biophysical, Physiological and Behavioral Variations in People with Methamphetamine Use Disorder. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.04.02.23288047. [PMID: 37066153 PMCID: PMC10104226 DOI: 10.1101/2023.04.02.23288047] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/18/2023]
Abstract
Background Previous studies in people with substance use disorders (SUDs) have implicated both the frontopolar cortex and amygdala in drug cue reactivity and craving, and amygdala-frontopolar coupling is considered a marker of early relapse risk. Accumulating data highlight that the frontopolar cortex can be considered a promising therapeutic target for transcranial magnetic stimulation (TMS) in SUDs. However, one-size-fits-all approaches to TMS targets resulted in substantial variation in both physiological and behavioral outcomes. Individualized TMS approaches to target cortico-subcortical circuits like amygdala-frontopolar have not yet been investigated in SUDs. Objective Here, we (1) defined individualized TMS target location based on functional connectivity of the amygdala-frontopolar circuit while people were exposed to drug-related cues, (2) optimized coil orientation based on maximizing electric field (EF) perpendicular to the individualized target, and (3) harmonized EF strength in targeted brain regions across a population. Method MRI data including structural, resting-state, and task-based fMRI data were collected from 60 participants with methamphetamine use disorders (MUDs). Craving scores based on a visual analog scale were collected immediately before and after the MRI session. We analyzed inter-subject variability in the location of TMS targets based on the maximum task-based connectivity between the left medial amygdala (with the highest functional activity among subcortical areas during drug cue exposure) and frontopolar cortex using psychophysiological interaction (PPI) analysis. Computational head models were generated for all participants and EF simulations were calculated for fixed vs. optimized coil location (Fp1/Fp2 vs. individualized maximal PPI location), orientation (AF7/AF8 vs. orientation optimization algorithm), and stimulation intensity (constant vs. adjusted intensity across the population). Results Left medial amygdala with the highest (mean ± SD: 0.31±0.29) functional activity during drug cue exposure was selected as the subcortical seed region. Amygdala-to-whole brain PPI analysis showed a significant cluster in the prefrontal cortex (cluster size: 2462 voxels, cluster peak in MNI space: [25 39 35]) that confirms cortico-subcortical connections. The location of the voxel with the most positive amygdala-frontopolar PPI connectivity in each participant was considered as the individualized TMS target (mean ± SD of the MNI coordinates: [12.6 64.23 -0.8] ± [13.64 3.50 11.01]). Individual amygdala-frontopolar PPI connectivity in each participant showed a significant correlation with VAS scores after cue exposure (R=0.27, p=0.03). Averaged EF strength in a sphere with r = 5mm around the individualized target location was significantly higher in the optimized (mean ± SD: 0.99 ± 0.21) compared to the fixed approach (Fp1: 0.56 ± 0.22, Fp2: 0.78 ± 0.25) with large effect sizes (Fp1: p = 1.1e-13, Hedges'g = 1.5, Fp2: p = 1.7e-5, Hedges'g = 1.26). Adjustment factor to have identical 1 V/m EF strength in a 5mm sphere around the individualized targets ranged from 0.72 to 2.3 (mean ± SD: 1.07 ± 0.29). Conclusion Our results show that optimizing coil orientation and stimulation intensity based on individualized TMS targets led to stronger electric fields in the targeted brain regions compared to a one-size-fits-all approach. These findings provide valuable insights for refining TMS therapy for SUDs by optimizing the modulation of cortico-subcortical circuits.
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Affiliation(s)
- Ghazaleh Soleimani
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, MN, USA
| | - Christine A. Conelea
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, MN, USA
| | | | - Alexander Opitz
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, MN, USA
| | - Kelvin O Lim
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, MN, USA
| | | | - Hamed Ekhtiari
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, MN, USA
- Laureate Institute for Brain Research (LIBR), OK, USA
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Yan H, Xiao S, Fu S, Gong J, Qi Z, Chen G, Chen P, Tang G, Su T, Yang Z, Wang Y. Functional and structural brain abnormalities in substance use disorder: A multimodal meta-analysis of neuroimaging studies. Acta Psychiatr Scand 2023; 147:345-359. [PMID: 36807120 DOI: 10.1111/acps.13539] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Revised: 01/19/2023] [Accepted: 02/12/2023] [Indexed: 02/23/2023]
Abstract
INTRODUCTION Numerous neuroimaging studies of resting-state functional imaging and voxel-based morphometry (VBM) have revealed that patients with substance use disorder (SUD) may present brain abnormalities, but their results were inconsistent. This multimodal neuroimaging meta-analysis aimed to estimate common and specific alterations in SUD patients by combining information from all available studies of spontaneous functional activity and gray matter volume (GMV). METHODS A whole-brain meta-analysis on resting-state functional imaging and VBM studies was conducted using the Seed-based d Mapping with Permutation of Subject Images (SDM-PSI) software, followed by multimodal overlapping to comprehensively investigate function and structure of the brain in SUD. RESULTS In this meta-analysis, 39 independent studies with 47 datasets related to resting-state functional brain activity (1444 SUD patients; 1446 healthy controls [HCs]) were included, as well as 77 studies with 89 datasets for GMV (3457 SUD patients; 3774 HCs). Patients with SUD showed the decreased resting-state functional brain activity in the bilateral anterior cingulate cortex/medial prefrontal cortex (ACC/mPFC). For the VBM meta-analysis, patients with SUD showed the reduced GMV in the bilateral ACC/mPFC, insula, thalamus extending to striatum, and left sensorimotor cortex. CONCLUSIONS This multimodal meta-analysis exhibited that SUD shows common impairment in both function and structure in the ACC/mPFC, suggesting that the deficits in functional and structural domains could be correlated together. In addition, a few regions exhibited only structural impairment in SUD, including the insula, thalamus, striatum, and sensorimotor areas.
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Affiliation(s)
- Hong Yan
- Medical Imaging Center, First Affiliated Hospital of Jinan University, Guangzhou, China
- Institute of Molecular and Functional Imaging, Jinan University, Guangzhou, China
| | - Shu Xiao
- Medical Imaging Center, First Affiliated Hospital of Jinan University, Guangzhou, China
- Institute of Molecular and Functional Imaging, Jinan University, Guangzhou, China
| | - Siying Fu
- Medical Imaging Center, First Affiliated Hospital of Jinan University, Guangzhou, China
- Institute of Molecular and Functional Imaging, Jinan University, Guangzhou, China
| | - Jiaying Gong
- Institute of Molecular and Functional Imaging, Jinan University, Guangzhou, China
- Department of Radiology, Six Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Zhangzhang Qi
- Medical Imaging Center, First Affiliated Hospital of Jinan University, Guangzhou, China
- Institute of Molecular and Functional Imaging, Jinan University, Guangzhou, China
| | - Guanmao Chen
- Medical Imaging Center, First Affiliated Hospital of Jinan University, Guangzhou, China
- Institute of Molecular and Functional Imaging, Jinan University, Guangzhou, China
| | - Pan Chen
- Medical Imaging Center, First Affiliated Hospital of Jinan University, Guangzhou, China
- Institute of Molecular and Functional Imaging, Jinan University, Guangzhou, China
| | - Guixian Tang
- Medical Imaging Center, First Affiliated Hospital of Jinan University, Guangzhou, China
- Institute of Molecular and Functional Imaging, Jinan University, Guangzhou, China
| | - Ting Su
- Medical Imaging Center, First Affiliated Hospital of Jinan University, Guangzhou, China
- Institute of Molecular and Functional Imaging, Jinan University, Guangzhou, China
| | - Zibin Yang
- Medical Imaging Center, First Affiliated Hospital of Jinan University, Guangzhou, China
- Institute of Molecular and Functional Imaging, Jinan University, Guangzhou, China
| | - Ying Wang
- Medical Imaging Center, First Affiliated Hospital of Jinan University, Guangzhou, China
- Institute of Molecular and Functional Imaging, Jinan University, Guangzhou, China
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Stefaniuk M, Pawłowska M, Barański M, Nowicka K, Zieliński Z, Bijoch Ł, Legutko D, Majka P, Bednarek S, Jermakow N, Wójcik D, Kaczmarek L. Global brain c-Fos profiling reveals major functional brain networks rearrangements after alcohol reexposure. Neurobiol Dis 2023; 178:106006. [PMID: 36682503 DOI: 10.1016/j.nbd.2023.106006] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2022] [Revised: 01/17/2023] [Accepted: 01/18/2023] [Indexed: 01/22/2023] Open
Abstract
Many fundamental questions on alcohol use disorder (AUD) are frequently difficult to address by examining a single brain structure, but should be viewed from the whole brain perspective. c-Fos is a marker of neuronal activation. Global brain c-Fos profiling in rodents represents a promising platform to study brain functional networks rearrangements in AUD. We used a mouse model of alcohol drinking in IntelliCage. We trained mice to voluntarily drink alcohol, next subjected them to withdrawal and alcohol reexposure. We have developed a dedicated image computational workflow to identify c-Fos-positive cells in three-dimensional images obtained after whole-brain optical clearing and imaging in the light-sheet microscope. We provide a complete list of 169 brain structures with annotated c-Fos expression. We analyzed functional networks, brain modularity and engram index. Brain c-Fos levels in animals reexposed to alcohol were different from both control and binge drinking animals. Structures involved in reward processing, decision making and characteristic for addictive behaviors, such as precommissural nucleus, nucleus Raphe, parts of colliculus and tecta stood out particularly. Alcohol reexposure leads to a massive change of brain modularity including a formation of numerous smaller functional modules grouping structures involved in addiction development. Binge drinking can lead to substantial functional remodeling in the brain. We provide a list of structures that can be used as a target in pharmacotherapy but also point to the networks and modules that can hold therapeutic potential demonstrated by a clinical trial in patients.
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Affiliation(s)
- Marzena Stefaniuk
- Laboratory of Neurobiology, Nencki Institute, BRAINCITY, Warsaw, Poland.
| | - Monika Pawłowska
- Laboratory of Neurobiology, Nencki Institute, BRAINCITY, Warsaw, Poland; Institute of Experimental Physics, Section of Optics, Warsaw University, Warsaw, Poland
| | - Marcin Barański
- Laboratory of Neurobiology, Nencki Institute, BRAINCITY, Warsaw, Poland
| | - Klaudia Nowicka
- Laboratory of Neurobiology, Nencki Institute, BRAINCITY, Warsaw, Poland
| | | | - Łukasz Bijoch
- Laboratory of Neurobiology, Nencki Institute, BRAINCITY, Warsaw, Poland; Laboratory of Neuronal Plasticity, Nencki Institute, BRAINCITY, Warsaw, Poland
| | - Diana Legutko
- Laboratory of Neurobiology, Nencki Institute, BRAINCITY, Warsaw, Poland
| | - Piotr Majka
- Laboratory of Neuroinformatics, Nencki Institute, Warsaw, Poland
| | - Sylwia Bednarek
- Laboratory of Neuroinformatics, Nencki Institute, Warsaw, Poland
| | - Natalia Jermakow
- Laboratory of Neuroinformatics, Nencki Institute, Warsaw, Poland
| | - Daniel Wójcik
- Laboratory of Neuroinformatics, Nencki Institute, Warsaw, Poland
| | - Leszek Kaczmarek
- Laboratory of Neurobiology, Nencki Institute, BRAINCITY, Warsaw, Poland
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40
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MacKillop J, Agabio R, Feldstein Ewing SW, Heilig M, Kelly JF, Leggio L, Lingford-Hughes A, Palmer AA, Parry CD, Ray L, Rehm J. Hazardous drinking and alcohol use disorders. Nat Rev Dis Primers 2022; 8:80. [PMID: 36550121 PMCID: PMC10284465 DOI: 10.1038/s41572-022-00406-1] [Citation(s) in RCA: 55] [Impact Index Per Article: 18.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/01/2022] [Indexed: 12/24/2022]
Abstract
Alcohol is one of the most widely consumed psychoactive drugs globally. Hazardous drinking, defined by quantity and frequency of consumption, is associated with acute and chronic morbidity. Alcohol use disorders (AUDs) are psychiatric syndromes characterized by impaired control over drinking and other symptoms. Contemporary aetiological perspectives on AUDs apply a biopsychosocial framework that emphasizes the interplay of genetics, neurobiology, psychology, and an individual's social and societal context. There is strong evidence that AUDs are genetically influenced, but with a complex polygenic architecture. Likewise, there is robust evidence for environmental influences, such as adverse childhood exposures and maladaptive developmental trajectories. Well-established biological and psychological determinants of AUDs include neuroadaptive changes following persistent use, differences in brain structure and function, and motivational determinants including overvaluation of alcohol reinforcement, acute effects of environmental triggers and stress, elevations in multiple facets of impulsivity, and lack of alternative reinforcers. Social factors include bidirectional roles of social networks and sociocultural influences, such as public health control strategies and social determinants of health. An array of evidence-based approaches for reducing alcohol harms are available, including screening, pharmacotherapies, psychological interventions and policy strategies, but are substantially underused. Priorities for the field include translating advances in basic biobehavioural research into novel clinical applications and, in turn, promoting widespread implementation of evidence-based clinical approaches in practice and health-care systems.
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Affiliation(s)
- James MacKillop
- Peter Boris Centre for Addictions Research, McMaster University & St. Joseph's Healthcare Hamilton, Hamilton, ON, Canada.
- Homewood Research Institute, Guelph, ON, Canada.
| | - Roberta Agabio
- Department of Biomedical Sciences, Section of Neuroscience and Clinical Pharmacology, University of Cagliari, Cagliari, Italy
- Neuroscience Institute, Section of Cagliari, National Research Council, Cagliari, Italy
| | - Sarah W Feldstein Ewing
- Department of Psychology, University of Rhode Island, Kingston, RI, USA
- Department of Psychology and Behavioural Sciences, Centre for Alcohol and Drug Research, Aarhus University, Aarhus, Denmark
| | - Markus Heilig
- Center for Social and Affective Neuroscience, Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
| | - John F Kelly
- Recovery Research Institute and Department of Psychiatry, Massachusetts General Hospital & Harvard Medical School, Boston, MA, USA
| | - Lorenzo Leggio
- Clinical Psychoneuroendocrinology and Neuropsychopharmacology Section, National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD, USA
- Clinical Psychoneuroendocrinology and Neuropsychopharmacology Section, Translational Addiction Medicine Branch, National Institute on Drug Abuse, National Institutes of Health, Bethesda, MD, USA
| | - Anne Lingford-Hughes
- Division of Psychiatry, Imperial College London, London, UK
- Central North West London NHS Foundation Trust, London, UK
| | - Abraham A Palmer
- Department of Psychiatry & Institute for Genomic Medicine, University of California San Diego, La Jolla, CA, USA
| | - Charles D Parry
- Alcohol, Tobacco and Other Drug Research Unit, South African Medical Research Council, Cape Town, South Africa
- Department of Psychiatry, Stellenbosch University, Stellenbosch, South Africa
| | - Lara Ray
- Departments of Psychology and Psychiatry, University of California, Los Angeles, Los Angeles, CA, USA
| | - Jürgen Rehm
- Institute for Mental Health Policy Research, Campbell Family Mental Health Research Institute, PAHO/WHO Collaborating Centre, Centre for Addiction and Mental Health, Toronto, Canada
- Dalla Lana School of Public Health; Institute of Health Policy, Management and Evaluation; & Department of Psychiatry, University of Toronto (UofT), Toronto, Canada
- WHO European Region Collaborating Centre at Public Health Institute of Catalonia, Barcelona, Spain
- Technische Universität Dresden, Klinische Psychologie & Psychotherapie, Dresden, Germany
- Department of International Health Projects, Institute for Leadership and Health Management, I.M. Sechenov First Moscow State Medical University, Moscow, Russian Federation
- Zentrum für Interdisziplinäre Suchtforschung der Universität Hamburg (ZIS), Universitätsklinikum Hamburg-Eppendorf, Hamburg, Germany
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Chen Y, Dhingra I, Le TM, Zhornitsky S, Zhang S, Li CSR. Win and Loss Responses in the Monetary Incentive Delay Task Mediate the Link between Depression and Problem Drinking. Brain Sci 2022; 12:brainsci12121689. [PMID: 36552149 PMCID: PMC9775947 DOI: 10.3390/brainsci12121689] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Revised: 12/02/2022] [Accepted: 12/07/2022] [Indexed: 12/13/2022] Open
Abstract
Depression and alcohol misuse, frequently comorbid, are associated with altered reward processing. However, no study has examined whether and how the neural markers of reward processing are shared between depression and alcohol misuse. We studied 43 otherwise-healthy drinking adults in a monetary incentive delay task (MIDT) during fMRI. All participants were evaluated with the Alcohol Use Disorders Identification Test (AUDIT) and Beck's Depression Inventory (BDI-II) to assess the severity of drinking and depression. We performed whole brain regressions against each AUDIT and BDI-II score to investigate the neural correlates and evaluated the findings at a corrected threshold. We performed mediation analyses to examine the inter-relationships between win/loss responses, alcohol misuse, and depression. AUDIT and BDI-II scores were positively correlated across subjects. Alcohol misuse and depression shared win-related activations in frontoparietal regions and parahippocampal gyri (PHG), and right superior temporal gyri (STG), as well as loss-related activations in the right PHG and STG, and midline cerebellum. These regional activities (β's) completely mediated the correlations between BDI-II and AUDIT scores. The findings suggest shared neural correlates interlinking depression and problem drinking both during win and loss processing and provide evidence for co-morbid etiological processes of depressive and alcohol use disorders.
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Affiliation(s)
- Yu Chen
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT 06519, USA
| | - Isha Dhingra
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT 06519, USA
| | - Thang M. Le
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT 06519, USA
| | - Simon Zhornitsky
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT 06519, USA
| | - Sheng Zhang
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT 06519, USA
| | - Chiang-Shan R. Li
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT 06519, USA
- Department of Neuroscience, Yale University School of Medicine, New Haven, CT 06520, USA
- Interdepartmental Neuroscience Program, Yale University School of Medicine, New Haven, CT 06520, USA
- Wu Tsai Institute, Yale University, New Haven, CT 06520, USA
- Correspondence: ; Tel.: +1-203-974-7354
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TMS zeigt vielversprechende Ergebnisse bei
Alkoholabhängigkeit. FORTSCHRITTE DER NEUROLOGIE · PSYCHIATRIE 2022. [DOI: 10.1055/a-1899-6624] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/04/2022]
Abstract
Translationale Forschung in der Psychiatrie ist wichtig. Für viele
psychische Störungen fehlen noch neurowissenschaftlich abgeleitete
klinisch erprobte Therapieverfahren, was nicht zuletzt an der enormen neuronalen
Komplexität der Krankheitsbilder liegt. Können
grundlagenwissenschaftlich identifizierte Zielbereiche in Kombination mit
neuromodulierenden Techniken möglicherweise neuartige
Behandlungsoptionen eröffnen?
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Körber C, Sommer WH. From ensembles to meta-ensembles: Specific reward encoding by correlated network activity. Front Behav Neurosci 2022; 16:977474. [PMID: 36177094 PMCID: PMC9513968 DOI: 10.3389/fnbeh.2022.977474] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2022] [Accepted: 08/15/2022] [Indexed: 11/29/2022] Open
Abstract
Neuronal ensembles are local, sparsely distributed populations of neurons that are reliably re-activated by a specific stimulus, context or task. Such discrete cell populations can be defined either functionally, by electrophysiological recordings or in vivo calcium imaging, or anatomically, using the expression of markers such as the immediate early gene cFos. A typical example of tasks that involve the formation of neuronal ensembles is reward learning, such as the cue-reward pairing during operant conditioning. These ensembles are re-activated during cue-presentation and increasing evidence suggests that this re-activation is the neurophysiological basis for the execution of reward-seeking behavior. Whilst the pursuit of rewards is a common daily activity, it is also related to the consumption of drugs, such as alcohol, and may result in problematic behaviors including addiction. Recent research has identified neuronal ensembles in several reward-related brain regions that control distinct aspects of a conditioned response, e.g., contextual information about the availability of a specific reward or the actions needed to retrieve this reward under the given circumstances. Here, we review studies using the activity marker cFos to identify and characterize neuronal ensembles related to alcohol and non-drug rewards with a special emphasis on the discrimination between different rewards by meta-ensembles, i.e., by dynamic co-activation of multiple ensembles across different brain areas.
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Affiliation(s)
- Christoph Körber
- Department of Functional Neuroanatomy, Institute of Anatomy and Cell Biology, Heidelberg University, Heidelberg, Germany
| | - Wolfgang H Sommer
- Medical Faculty Mannheim, Institute of Psychopharmacology, Central Institute of Mental Health, Heidelberg University, Mannheim, Germany
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Joutsa J, Corp DT, Fox MD. Lesion network mapping for symptom localization: recent developments and future directions. Curr Opin Neurol 2022; 35:453-459. [PMID: 35788098 PMCID: PMC9724189 DOI: 10.1097/wco.0000000000001085] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
PURPOSE OF REVIEW Focal lesions causing specific neurological or psychiatric symptoms can occur in multiple different brain locations, complicating symptom localization. Here, we review lesion network mapping, a technique used to aid localization by mapping lesion-induced symptoms to brain circuits rather than individual brain regions. We highlight recent examples of how this technique is being used to investigate clinical entities and identify therapeutic targets. RECENT FINDINGS To date, lesion network mapping has successfully been applied to more than 40 different symptoms or symptom complexes. In each case, lesion locations were combined with an atlas of human brain connections (the human connectome) to map heterogeneous lesion locations causing the same symptom to a common brain circuit. This approach has lent insight into symptoms that have been difficult to localize using other techniques, such as hallucinations, tics, blindsight, and pathological laughter and crying. Further, lesion network mapping has recently been applied to lesions that improve symptoms, such as tremor and addiction, which may translate into new therapeutic targets. SUMMARY Lesion network mapping can be used to map lesion-induced symptoms to brain circuits rather than single brain regions. Recent findings have provided insight into long-standing clinical mysteries and identified testable treatment targets for circuit-based and symptom-based neuromodulation.
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Affiliation(s)
- Juho Joutsa
- Turku Brain and Mind Center, Clinical Neurosciences, University of Turku
- Turku PET Centre, Neurocenter, Turku University Hospital, Turku, Finland
| | - Daniel T Corp
- Faculty of Health, Deakin University, Geelong, Australia
- Center for Brain Circuit Therapeutics, Department of Neurology, Department of Psychiatry, Department of Neurosurgery, and Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Michael D Fox
- Center for Brain Circuit Therapeutics, Department of Neurology, Department of Psychiatry, Department of Neurosurgery, and Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
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Joutsa J, Moussawi K, Siddiqi SH, Abdolahi A, Drew W, Cohen AL, Ross TJ, Deshpande HU, Wang HZ, Bruss J, Stein EA, Volkow ND, Grafman JH, van Wijngaarden E, Boes AD, Fox MD. Brain lesions disrupting addiction map to a common human brain circuit. Nat Med 2022; 28:1249-1255. [PMID: 35697842 PMCID: PMC9205767 DOI: 10.1038/s41591-022-01834-y] [Citation(s) in RCA: 88] [Impact Index Per Article: 29.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2021] [Accepted: 04/21/2022] [Indexed: 11/25/2022]
Abstract
Drug addiction is a public health crisis for which new treatments are urgently needed. In rare cases, regional brain damage can lead to addiction remission. These cases may be used to identify therapeutic targets for neuromodulation. We analyzed two cohorts of patients addicted to smoking at the time of focal brain damage (cohort 1 n = 67; cohort 2 n = 62). Lesion locations were mapped to a brain atlas and the brain network functionally connected to each lesion location was computed using human connectome data (n = 1,000). Associations with addiction remission were identified. Generalizability was assessed using an independent cohort of patients with focal brain damage and alcohol addiction risk scores (n = 186). Specificity was assessed through comparison to 37 other neuropsychological variables. Lesions disrupting smoking addiction occurred in many different brain locations but were characterized by a specific pattern of brain connectivity. This pattern involved positive connectivity to the dorsal cingulate, lateral prefrontal cortex, and insula and negative connectivity to the medial prefrontal and temporal cortex. This circuit was reproducible across independent lesion cohorts, associated with reduced alcohol addiction risk, and specific to addiction metrics. Hubs that best matched the connectivity profile for addiction remission were the paracingulate gyrus, left frontal operculum, and medial fronto-polar cortex. We conclude that brain lesions disrupting addiction map to a specific human brain circuit and that hubs in this circuit provide testable targets for therapeutic neuromodulation.
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Affiliation(s)
- Juho Joutsa
- Turku Brain and Mind Center, Clinical Neurosciences, University of Turku, Turku, Finland. .,Neurocenter and Turku PET Center, Turku University Hospital, Turku, Finland. .,Berenson-Allen Center for Noninvasive Brain Stimulation, Beth Israel Deaconess Medical Center, Boston, MA, USA.
| | - Khaled Moussawi
- National Institute on Drug Abuse-Intramural Research Program, Baltimore, MD, USA.,Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA, USA
| | - Shan H Siddiqi
- Berenson-Allen Center for Noninvasive Brain Stimulation, Beth Israel Deaconess Medical Center, Boston, MA, USA.,Center for Brain Circuit Therapeutics, Departments of Neurology Psychiatry and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Amir Abdolahi
- Clinical Affairs, Philips Healthcare, Cambridge, MA, USA
| | - William Drew
- Berenson-Allen Center for Noninvasive Brain Stimulation, Beth Israel Deaconess Medical Center, Boston, MA, USA.,Center for Brain Circuit Therapeutics, Departments of Neurology Psychiatry and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Alexander L Cohen
- Berenson-Allen Center for Noninvasive Brain Stimulation, Beth Israel Deaconess Medical Center, Boston, MA, USA.,Center for Brain Circuit Therapeutics, Departments of Neurology Psychiatry and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.,Department of Neurology, Boston Children's Hospital, Boston, MA, USA.,Computational Radiology Laboratory, Department of Radiology, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA
| | - Thomas J Ross
- National Institute on Drug Abuse-Intramural Research Program, Baltimore, MD, USA
| | | | - Henry Z Wang
- Department of Imaging Sciences, University of Rochester Medical Center, Rochester, NY, USA
| | - Joel Bruss
- Departments of Pediatrics, Neurology & Psychiatry, University of Iowa Hospitals and Clinics, Iowa City, IA, USA
| | - Elliot A Stein
- National Institute on Drug Abuse-Intramural Research Program, Baltimore, MD, USA
| | - Nora D Volkow
- Intramural Research Program, National Institute of Alcohol Abuse and Alcoholism, Bethesda, MD, USA
| | - Jordan H Grafman
- Shirley Ryan AbilityLab, Chicago, IL, USA.,Department of Physical Medicine and Rehabilitation, Neurology, Cognitive Neurology and Alzheimer's Center, Northwestern University, Chicago, IL, USA.,Department of Psychiatry, Feinberg School of Medicine and Department of Psychology, Weinberg College of Arts and Sciences, Northwestern University, Chicago, IL, USA
| | - Edwin van Wijngaarden
- Department of Public Health Sciences, University of Rochester Medical Center, Rochester, NY, USA
| | - Aaron D Boes
- Departments of Pediatrics, Neurology & Psychiatry, University of Iowa Hospitals and Clinics, Iowa City, IA, USA
| | - Michael D Fox
- Berenson-Allen Center for Noninvasive Brain Stimulation, Beth Israel Deaconess Medical Center, Boston, MA, USA. .,Center for Brain Circuit Therapeutics, Departments of Neurology Psychiatry and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.
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Feng Z, Wu Q, Wu L, Zeng T, Yuan J, Wang X, Kang C, Yang J. Effect of High-Frequency Repetitive Transcranial Magnetic Stimulation on Visual Selective Attention in Male Patients With Alcohol Use Disorder After the Acute Withdrawal. Front Psychiatry 2022; 13:869014. [PMID: 35573341 PMCID: PMC9098796 DOI: 10.3389/fpsyt.2022.869014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/03/2022] [Accepted: 03/25/2022] [Indexed: 11/20/2022] Open
Abstract
Objective To investigate the effect of high-frequency repetitive transcranial magnetic stimulation (rTMS) on attention cue reactivity in male patients with alcohol use disorder (AUD) after acute withdrawal. Methods A total of 90 male patients with AUD who were hospitalized were enrolled and divided into study and waiting groups by a random number table. During the study, 18 patients dropped out. After the alcohol withdrawal symptoms were eliminated, the study group received high-frequency rTMS at 10 Hz for 14 consecutive days, and the waiting group was administrated by sham rTMS. All subjects were evaluated for attention cue reactivity, impulsiveness, cognitive function by oddball paradigm, Barratt Impulsiveness Scale version II (BIS-II), and the Montreal Cognitive Assessment (MoCA) at baseline and after true or sham rTMS. Results 1. There was no significant difference between the study and the waiting groups regarding the drinking level, cognition level, and demographic data at baseline. 2. In the oddball paradigm, both for alcohol-related and non-alcohol-related cues, the response times were significantly shorter in the study group after rTMS treatment than in the waiting-for-treatment group, either between the two groups or within the study group. There was no significant difference in the accuracy rate for alcohol-related and non-alcohol-related cues between the two groups or within the study group after rTMS intervention. 3. The total score of MoCA was significantly increased, and the total score of BIS-II was significantly decreased in the study group after rTMS treatment, either between the two groups or within the study group. Conclusion The results suggested that high-frequency rTMS could improve the attention bias of alcohol-related cues and impulsivity for patients with AUD.
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Affiliation(s)
- Zuxing Feng
- Department of Psychiatry, The Second Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Qiao Wu
- Department of Psychiatry, The Second Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Li Wu
- Department of Substance use Disorders, the Psychiatry Hospital of Yunnan, Kunming, China
| | - Tingting Zeng
- Department of Psychiatry, The Second Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Jing Yuan
- Department of Psychiatry, The Second Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Xin Wang
- Department of Psychiatry, The Second Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Chuanyuan Kang
- Department of Psychosomatic Medicine, Tongji University School of Medicine, Shanghai East Hospital, Shanghai, China
| | - Jianzhong Yang
- Department of Psychiatry, The Second Affiliated Hospital of Kunming Medical University, Kunming, China
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47
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Sommer WH, Canals S, Bifone A, Heilig M, Hyytiä P. From a systems view to spotting a hidden island: A narrative review implicating insula function in alcoholism. Neuropharmacology 2022; 209:108989. [PMID: 35217032 DOI: 10.1016/j.neuropharm.2022.108989] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2021] [Revised: 01/30/2022] [Accepted: 02/07/2022] [Indexed: 12/31/2022]
Abstract
Excessive use of alcohol promotes the development of alcohol addiction, but the understanding of how alcohol-induced brain alterations lead to addiction remains limited. To further this understanding, we adopted an unbiased discovery strategy based on the principles of systems medicine. We used functional magnetic resonance imaging data from patients and animal models of alcohol addiction-like behaviors, and developed mathematical models of the 'relapse-prone' network states to identify brain sites and functional networks that can be selectively targeted by therapeutic interventions. Our systems level, non-local, and largely unbiased analyses converged on a few well-defined brain regions, with the insula emerging as one of the most consistent finding across studies. In proof-of-concept experiments we were able to demonstrate that it is possible to guide network dynamics towards increased resilience in animals but an initial translation into a clinical trial targeting the insula failed. Here, in a narrative review, we summarize the key experiments, methodological developments and knowledge gained from this completed round of a discovery cycle moving from identification of 'relapse-prone' network states in humans and animals to target validation and intervention trial. Future concerted efforts are necessary to gain a deeper understanding of insula function a in a state-dependent, circuit-specific and cell population perspective, and to develop the means for insula-directed interventions, before therapeutic targeting of this structure may become possible.
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Affiliation(s)
- Wolfgang H Sommer
- Institute of Psychopharmacology, Central Institute of Mental Health, University of Heidelberg, Medical Faculty Mannheim, Bethania Hospital for Psychiatry, Psychosomatics, and Psychotherapy, Greifswald, Germany.
| | - Santiago Canals
- Instituto de Neurociencias, Consejo Superior de Investigaciones Científicas and Universidad Miguel Hernández, 03550, Sant Joan d'Alacant, Spain
| | - Angelo Bifone
- Department of Molecular Biotechnology and Health Sciences, University of Torino, Istituto Italiano di Tecnologia, Center for Sustainable Future Technologies, Torino, Italy
| | - Markus Heilig
- Center for Social and Affective Neuroscience, Linköping University and Dept. of Psychiatry, Linköping Univ. Hospital, S-581 85, Linköping, Sweden
| | - Petri Hyytiä
- Department of Pharmacology, Faculty of Medicine, University of Helsinki, Finland
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rTMS Reduces Craving and Alcohol Use in Patients with Alcohol Use Disorder: Results of a Randomized, Sham-Controlled Clinical Trial. J Clin Med 2022; 11:jcm11040951. [PMID: 35207224 PMCID: PMC8878126 DOI: 10.3390/jcm11040951] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2021] [Revised: 01/27/2022] [Accepted: 02/08/2022] [Indexed: 12/18/2022] Open
Abstract
(1) Background: Current evidence-based treatments for alcohol use disorder (AUD) are moderately effective. Studies testing repetitive transcranial magnetic stimulation (rTMS) in AUD commonly apply a limited number of rTMS sessions with different rTMS settings, showing inconsistent effects on craving for alcohol. This study tested the efficacy of a robust rTMS protocol on craving and alcohol use. (2) Methods: In a single-blind randomized controlled trial in recently detoxified patients with AUD, ten days of high-frequency rTMS over the right dorsolateral prefrontal cortex on top of treatment as usual (n = 14) was compared with sham rTMS (n = 16). Outcome measures were alcohol craving and use over a follow-up period of one year. Analysis was performed by means of repeated measures multivariate analysis of variance. (3) Results: The results showed a main group-by-time interaction effect on craving (Wilks’ Λ = 0.348, F (12, 17) = 2.654, p = 0.032) and an effect of group on alcohol use (Wilk’s Λ = 0.44, F (6, 23) = 4.9, p = 0.002), with lower alcohol craving and use in the group with active rTMS compared to the control group. Differences in craving between groups were most prominent three months after treatment. At 12 months follow-up, there was no effect of rTMS on craving or abstinence. (4) Conclusions: This small-scale randomized controlled trial showed the efficacy of high-frequency rTMS over the right dlPFC diminished alcohol craving and use in recently detoxified patients with AUD during the first months after detoxification. These findings suggest that rTMS might be an effective add-on in treating patients with AUD and warrant replication in future large-scale studies.
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Gay A, Cabe J, De Chazeron I, Lambert C, Defour M, Bhoowabul V, Charpeaud T, Tremey A, Llorca PM, Pereira B, Brousse G. Repetitive Transcranial Magnetic Stimulation (rTMS) as a Promising Treatment for Craving in Stimulant Drugs and Behavioral Addiction: A Meta-Analysis. J Clin Med 2022; 11:624. [PMID: 35160085 PMCID: PMC8836499 DOI: 10.3390/jcm11030624] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2021] [Revised: 01/14/2022] [Accepted: 01/19/2022] [Indexed: 02/05/2023] Open
Abstract
Addiction is a mental disorder with limited available treatment options. The therapeutic potential of repetitive transcranial magnetic stimulation (rTMS) on it, by targeting craving in particular, has been explored with heterogenous results. This meta-analysis uses updated evidence to assess overall rTMS efficacy on craving, differential effects between addiction types clustered into three groups (depressant (alcohol, cannabis, opiate), stimulant (nicotine, cocaine, methamphetamine), and behavioral addiction (gambling, eating disorder)), and stimulation settings. Studies on substance use, gambling, and eating disorders are included, with unrestricted stimulation settings, by searching the PubMed, Embase, PsycINFO, and Cochrane databases up to 30 April 2020. A total of 34 eligible studies (42 units of analysis) were identified. Because of highly significant heterogeneity in primary results, a sensitivity analysis was performed on a remaining sample of 26 studies (30 units of analysis). Analyses performed using random effects model revealed a small effect size favoring active rTMS over shamTMS stimulation in the reduction in craving. We found a significant difference between addiction types, with a persistent small effect only for stimulant and behavioral groups. In these groups we found no difference between the different combinations of target and frequency of stimulation, but a significant correlation between number of sessions and craving reduction. In conclusion, efficacy of rTMS on craving in stimulant and behavioral addiction was highlighted, but recommendations on optimal stimulation settings and its clinical application await further research.
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Affiliation(s)
- Aurélia Gay
- University Department of Psychiatry and Addiction, CHU St-Etienne, CEDEX 2, 42055 Saint-Étienne, France; (M.D.); (V.B.)
- TAPE Laboratory, EA7423, Jean Monnet University, 42100 Saint-Étienne, France
| | - Julien Cabe
- Clermont Auvergne INP, CHU Clermont-Ferrand, CNRS, Institut Pascal, Université Clermont Auvergne, 63000 Clermont-Ferrand, France; (J.C.); (I.D.C.); (P.-M.L.); (G.B.)
| | - Ingrid De Chazeron
- Clermont Auvergne INP, CHU Clermont-Ferrand, CNRS, Institut Pascal, Université Clermont Auvergne, 63000 Clermont-Ferrand, France; (J.C.); (I.D.C.); (P.-M.L.); (G.B.)
| | - Céline Lambert
- Biostatistics Unit (DRCI), CHU Clermont-Ferrand, 63000 Clermont-Ferrand, France; (C.L.); (B.P.)
| | - Maxime Defour
- University Department of Psychiatry and Addiction, CHU St-Etienne, CEDEX 2, 42055 Saint-Étienne, France; (M.D.); (V.B.)
| | - Vikesh Bhoowabul
- University Department of Psychiatry and Addiction, CHU St-Etienne, CEDEX 2, 42055 Saint-Étienne, France; (M.D.); (V.B.)
| | - Thomas Charpeaud
- Service d’Addictologie et Pathologies Duelles, CHU Clermont-Ferrand, 63000 Clermont-Ferrand, France; (T.C.); (A.T.)
| | - Aurore Tremey
- Service d’Addictologie et Pathologies Duelles, CHU Clermont-Ferrand, 63000 Clermont-Ferrand, France; (T.C.); (A.T.)
| | - Pierre-Michel Llorca
- Clermont Auvergne INP, CHU Clermont-Ferrand, CNRS, Institut Pascal, Université Clermont Auvergne, 63000 Clermont-Ferrand, France; (J.C.); (I.D.C.); (P.-M.L.); (G.B.)
| | - Bruno Pereira
- Biostatistics Unit (DRCI), CHU Clermont-Ferrand, 63000 Clermont-Ferrand, France; (C.L.); (B.P.)
| | - Georges Brousse
- Clermont Auvergne INP, CHU Clermont-Ferrand, CNRS, Institut Pascal, Université Clermont Auvergne, 63000 Clermont-Ferrand, France; (J.C.); (I.D.C.); (P.-M.L.); (G.B.)
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50
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Padula CB, Tenekedjieva LT, McCalley DM, Al-Dasouqi H, Hanlon CA, Williams LM, Kozel FA, Knutson B, Durazzo TC, Yesavage JA, Madore MR. Targeting the Salience Network: A Mini-Review on a Novel Neuromodulation Approach for Treating Alcohol Use Disorder. Front Psychiatry 2022; 13:893833. [PMID: 35656355 PMCID: PMC9152026 DOI: 10.3389/fpsyt.2022.893833] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/10/2022] [Accepted: 04/11/2022] [Indexed: 11/24/2022] Open
Abstract
Alcohol use disorder (AUD) continues to be challenging to treat despite the best available interventions, with two-thirds of individuals going on to relapse by 1 year after treatment. Recent advances in the brain-based conceptual framework of addiction have allowed the field to pivot into a neuromodulation approach to intervention for these devastative disorders. Small trials of repetitive transcranial magnetic stimulation (rTMS) have used protocols developed for other psychiatric conditions and applied them to those with addiction with modest efficacy. Recent evidence suggests that a TMS approach focused on modulating the salience network (SN), a circuit at the crossroads of large-scale networks associated with AUD, may be a fruitful therapeutic strategy. The anterior insula or dorsal anterior cingulate cortex may be particularly effective stimulation sites given emerging evidence of their roles in processes associated with relapse.
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Affiliation(s)
- Claudia B Padula
- Mental Illness Research Education and Clinical Center, VA Palo Alto Health Care System, Palo Alto, CA, United States.,Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, United States
| | - Lea-Tereza Tenekedjieva
- Mental Illness Research Education and Clinical Center, VA Palo Alto Health Care System, Palo Alto, CA, United States.,Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, United States
| | - Daniel M McCalley
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, SC, United States.,Department of Neurosciences, Medical University of South Carolina, Charleston, SC, United States
| | - Hanaa Al-Dasouqi
- Mental Illness Research Education and Clinical Center, VA Palo Alto Health Care System, Palo Alto, CA, United States
| | - Colleen A Hanlon
- Department of Cancer Biology, Wake Forest School of Medicine, Winston-Salem, NC, United States
| | - Leanne M Williams
- Mental Illness Research Education and Clinical Center, VA Palo Alto Health Care System, Palo Alto, CA, United States.,Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, United States
| | - F Andrew Kozel
- Department of Behavioral Sciences and Social Medicine, Florida State University College of Medicine, Florida State University, Tallahassee, FL, United States
| | - Brian Knutson
- Department of Psychology, Stanford University, Stanford, CA, United States
| | - Timothy C Durazzo
- Mental Illness Research Education and Clinical Center, VA Palo Alto Health Care System, Palo Alto, CA, United States.,Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, United States
| | - Jerome A Yesavage
- Mental Illness Research Education and Clinical Center, VA Palo Alto Health Care System, Palo Alto, CA, United States.,Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, United States
| | - Michelle R Madore
- Mental Illness Research Education and Clinical Center, VA Palo Alto Health Care System, Palo Alto, CA, United States.,Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, United States
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