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Maxfield LK, Emmers-Sommer TM. Resilience Building Discourse in Online Spaces: A Comparative Analysis of User Statements Following the Disclosure of a Break in Alcohol Abstinence. Alcohol 2025:S0741-8329(25)00057-6. [PMID: 40311766 DOI: 10.1016/j.alcohol.2025.04.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2024] [Revised: 04/14/2025] [Accepted: 04/23/2025] [Indexed: 05/03/2025]
Abstract
This study investigates statements made by individuals who either disclose having experienced a break in alcohol abstinence or provide a first-level response to such disclosures. An average month of public Reddit data were examined, resulting in 193 posts and 1238 responses. Post statements were binarily considered according to eight a priori categories, primarily guided by the communication resilience process scale (CRPS; Wilson et al., 2021). Coded response posts were collapsed into sets corresponding to initial posts, facilitating the saturation comparison of resilience building statements between initial and response posts. Results indicate that responses were more resilience-heavy than initial posts, suggesting users looking to disclose an abstinence break have a good chance of experiencing resilience building responses. Notably, the top three resilience building categories identified in this study were identical for initial and response posts. Discussion, implications, and future research directions regarding communicating resilience and resilience building discourse follow.
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Affiliation(s)
- Lynda K Maxfield
- Department of Communication Studies, University of Nevada, Las Vegas.
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Halkiopoulos C, Gkintoni E, Aroutzidis A, Antonopoulou H. Advances in Neuroimaging and Deep Learning for Emotion Detection: A Systematic Review of Cognitive Neuroscience and Algorithmic Innovations. Diagnostics (Basel) 2025; 15:456. [PMID: 40002607 PMCID: PMC11854508 DOI: 10.3390/diagnostics15040456] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2025] [Revised: 02/07/2025] [Accepted: 02/11/2025] [Indexed: 02/27/2025] Open
Abstract
Background/Objectives: The following systematic review integrates neuroimaging techniques with deep learning approaches concerning emotion detection. It, therefore, aims to merge cognitive neuroscience insights with advanced algorithmic methods in pursuit of an enhanced understanding and applications of emotion recognition. Methods: The study was conducted following PRISMA guidelines, involving a rigorous selection process that resulted in the inclusion of 64 empirical studies that explore neuroimaging modalities such as fMRI, EEG, and MEG, discussing their capabilities and limitations in emotion recognition. It further evaluates deep learning architectures, including neural networks, CNNs, and GANs, in terms of their roles in classifying emotions from various domains: human-computer interaction, mental health, marketing, and more. Ethical and practical challenges in implementing these systems are also analyzed. Results: The review identifies fMRI as a powerful but resource-intensive modality, while EEG and MEG are more accessible with high temporal resolution but limited by spatial accuracy. Deep learning models, especially CNNs and GANs, have performed well in classifying emotions, though they do not always require large and diverse datasets. Combining neuroimaging data with behavioral and cognitive features improves classification performance. However, ethical challenges, such as data privacy and bias, remain significant concerns. Conclusions: The study has emphasized the efficiencies of neuroimaging and deep learning in emotion detection, while various ethical and technical challenges were also highlighted. Future research should integrate behavioral and cognitive neuroscience advances, establish ethical guidelines, and explore innovative methods to enhance system reliability and applicability.
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Affiliation(s)
- Constantinos Halkiopoulos
- Department of Management Science and Technology, University of Patras, 26334 Patras, Greece; (C.H.); (A.A.); (H.A.)
| | - Evgenia Gkintoni
- Department of Educational Sciences and Social Work, University of Patras, 26504 Patras, Greece
| | - Anthimos Aroutzidis
- Department of Management Science and Technology, University of Patras, 26334 Patras, Greece; (C.H.); (A.A.); (H.A.)
| | - Hera Antonopoulou
- Department of Management Science and Technology, University of Patras, 26334 Patras, Greece; (C.H.); (A.A.); (H.A.)
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Huang A, Wang R, Wen A, Xu L, Li N, Gao Y, Lu W, Guo S, Wang J, Wang L. Clinical value of predicting relapse within 3 months in alcohol-dependent patients using fNIRS in verbal fluency task. Sci Rep 2025; 15:5283. [PMID: 39939394 PMCID: PMC11822120 DOI: 10.1038/s41598-025-89775-7] [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: 07/22/2024] [Accepted: 02/07/2025] [Indexed: 02/14/2025] Open
Abstract
To investigate the hemodynamic differences in various brain regions between alcohol dependence (AlcD) patients and healthy controls during a verbal fluency task (VFT) using functional near-infrared spectroscopy (fNIRS), and to further explore the clinical predictive value of fNIRS before therapy for the outcome of relapse in AlcD patients after 3 months. A retrospective survey was conducted on 123 AlcD patients and 149 healthy controls during the same period. Baseline assessment of fNIRS was performed to analyze the hemodynamic differences between the two groups in different brain regions. During hospitalization, AlcD patients underwent a 3-week benzodiazepine substitution therapy, gradually tapering off the medication to achieve alcohol withdrawal treatment goals. Three months after discharge, we conducted follow-up phone calls to assess the relapse status of the patients. Compared to the control group, the AlcD group had significantly lower integral values in the frontal and bilateral temporal lobes, as well as lower β-values in all channels of the frontal lobe except for Ch13, and in all channels of the bilateral temporal lobes (p < 0.005), with no significant difference in the parietal lobe channel(p > 0.05). ROC (Receiver Operating Characteristic Curve) analysis for predicting relapse within 3 months showed that the area under the curve for all channels was highest (0.951, sensitivity 0.924, specificity 0.886). Patients with AlcD exhibit functional impairments in the frontal and temporal lobes. fNIRS channels in the frontal and parietal lobes based on VFT have good clinical predictive value for relapse within 3 months after pharmacotherapy in AlcD and can be applied in clinical practice.
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Affiliation(s)
- Anqi Huang
- Mental Health Center, The First Hospital of Hebei Medical University, Hebei Technical Innovation Center for Mental Health Assessment and Intervention, 89 Donggang Road, Shijiazhuang, 050031, China
| | - Ran Wang
- Mental Health Center, The First Hospital of Hebei Medical University, Hebei Technical Innovation Center for Mental Health Assessment and Intervention, 89 Donggang Road, Shijiazhuang, 050031, China
| | - Aiping Wen
- Neurology Department, Leting County Hospital, Tangshan, 063600, China
| | - Lin Xu
- Mental Health Center, The First Hospital of Hebei Medical University, Hebei Technical Innovation Center for Mental Health Assessment and Intervention, 89 Donggang Road, Shijiazhuang, 050031, China
| | - Na Li
- Mental Health Center, The First Hospital of Hebei Medical University, Hebei Technical Innovation Center for Mental Health Assessment and Intervention, 89 Donggang Road, Shijiazhuang, 050031, China
| | - Yuanyuan Gao
- Mental Health Center, The First Hospital of Hebei Medical University, Hebei Technical Innovation Center for Mental Health Assessment and Intervention, 89 Donggang Road, Shijiazhuang, 050031, China
| | - Wenting Lu
- Mental Health Center, The First Hospital of Hebei Medical University, Hebei Technical Innovation Center for Mental Health Assessment and Intervention, 89 Donggang Road, Shijiazhuang, 050031, China
| | - Shijie Guo
- Mental Health Center, The First Hospital of Hebei Medical University, Hebei Technical Innovation Center for Mental Health Assessment and Intervention, 89 Donggang Road, Shijiazhuang, 050031, China
| | - Jincheng Wang
- Mental Health Center, The First Hospital of Hebei Medical University, Hebei Technical Innovation Center for Mental Health Assessment and Intervention, 89 Donggang Road, Shijiazhuang, 050031, China.
| | - Lan Wang
- Mental Health Center, The First Hospital of Hebei Medical University, Hebei Technical Innovation Center for Mental Health Assessment and Intervention, 89 Donggang Road, Shijiazhuang, 050031, China.
- Hebei Key Laboratory of Forensic Medicine, Shijiazhuang, 050017, Hebei Province, China.
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Wang S, Zhang X, Zhao Y, Lv H, Li P, Zhang Z, Qiao X. BCI Improves Alcohol-Induced Cognitive and Emotional Impairments by Restoring pERK-BDNF. J Mol Neurosci 2024; 74:59. [PMID: 38890235 DOI: 10.1007/s12031-024-02237-z] [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: 05/13/2024] [Accepted: 06/13/2024] [Indexed: 06/20/2024]
Abstract
Binge drinking causes a range of problems especially damage to the nervous system, and the specific neural mechanism of brain loss and behavioral abnormalities caused by which is still unclear. Extracellular regulated protein kinases (ERK) maintain neuronal survival, growth, and regulation of synaptic plasticity by phosphorylating specific transcription factors to regulate expression of brain-derived neurotrophic factor (BDNF). Dual-specific phosphatase 1 (DUSP1) and DUSP6 dephosphorylate tyrosine and serine/threonine residues in ERK1/2 to inactivate them. To investigate the molecular mechanism by which alcohol affects memory and emotion, a chronic intermittent alcohol exposure (CIAE) model was established. The results demonstrated that mice in the CIAE group developed short-term recognition memory impairment and anxiety-like behavior; meanwhile, the expression of DUSP1 and DUSP66 in the mPFC was increased, while the levels of p-ERK and BDNF were decreased. Micro-injection of DUSP1/6 inhibitor BCI into the medial prefrontal cortex (mPFC) restored the dendritic morphology by reversing the activity of ERK-BDNF and ultimately improved cognitive and emotional impairment caused by CIAE. These findings indicate that CIAE inhibits ERK-BDNF by increasing DUSP1/6 in the mPFC that may be associated with cognitive and emotional deficits. Consequently, DUSP1 and DUSP6 appear to be potential targets for the treatment of alcoholic brain disorders.
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Affiliation(s)
- Sasa Wang
- School of Basic Medical Sciences, Zhengzhou University, No. 100, Science Avenue, Zhengzhou, 450001, Henan, China
| | - Xinlei Zhang
- Department of Pathology and Forensic Medicine, School of Basic Medical Sciences, Zhengzhou University, No. 100, Science Avenue, Zhengzhou, 450001, Henan, China
| | - Yuru Zhao
- School of Basic Medical Sciences, Zhengzhou University, No. 100, Science Avenue, Zhengzhou, 450001, Henan, China
| | - Haoxuan Lv
- School of Basic Medical Sciences, Zhengzhou University, No. 100, Science Avenue, Zhengzhou, 450001, Henan, China
| | - Pengyu Li
- School of Basic Medical Sciences, Zhengzhou University, No. 100, Science Avenue, Zhengzhou, 450001, Henan, China
| | - Zhihao Zhang
- School of Basic Medical Sciences, Zhengzhou University, No. 100, Science Avenue, Zhengzhou, 450001, Henan, China
| | - Xiaomeng Qiao
- Department of Pathology and Forensic Medicine, School of Basic Medical Sciences, Zhengzhou University, No. 100, Science Avenue, Zhengzhou, 450001, Henan, China.
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Staudt J, Kok T, de Haan HA, Walvoort SJW, Egger JIM. Neurocognitive Recovery in Abstinent Patients with Alcohol Use Disorder: A Scoping Review for Associated Factors. Neuropsychiatr Dis Treat 2023; 19:2039-2054. [PMID: 37790802 PMCID: PMC10544223 DOI: 10.2147/ndt.s424017] [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: 06/25/2023] [Accepted: 08/25/2023] [Indexed: 10/05/2023] Open
Abstract
Objective Studies have reported inconsistent results regarding the extent to which neurocognitive recovery occurs in abstinent patients with alcohol use disorder (AUD). In addition to abstinence, other factors may have influenced this process and contributed to the inconsistencies. This review examines the factors investigated in this regard and describes the possible influence of each factor based on the evidence collected. Methodology PubMed was systematically searched for articles published between January 2000 and July 2023. Longitudinal humane studies investigating neurocognitive recovery in abstinent adult AUD patients were included. Studies with a cross-sectional design were excluded, as were studies that did not classify AUD according to the DSM-IV or 5 criteria, only examined binge use, did not report neuropsychological outcomes or duration of abstinence, or where neurological disorders were present. Results Sixteen categories of factors were distinguished from 31 full-text articles. Consistent patterns were found, indicating an association between neurocognitive recovery and the "smoking" and 'brain volume" factors. Consistent patterns were also found indicating that there is no relationship with "quantities of alcohol used" and "education level." A similar consistent pattern was also found for "polysubstance use", "gender" and "verbal reading", but the number of studies is considered limited. The association with "age" is studied frequently but with inconsistent findings. The remaining eight factors were regarded as understudied. Conclusion The clearest patterns emerging from the evidence are a predominantly negative influence of smoking on neurocognitive recovery, associations between changes in brain area volume and neurocognitive recovery, and no association between neurocognitive recovery and the amount of alcohol consumed, as measured by self-report, nor with educational attainment. Future research on the understudied factors and factors with inconsistent evidence is needed, preferably through longitudinal designs with multiple assessment periods starting after at least two weeks of abstinence.
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Affiliation(s)
- Jeroen Staudt
- Tactus Addiction Treatment, Deventer, the Netherlands
- Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, the Netherlands
| | - Tim Kok
- Tactus Addiction Treatment, Deventer, the Netherlands
| | - Hein A de Haan
- Tactus Addiction Treatment, Deventer, the Netherlands
- Nijmegen Institute for Scientist Practitioners in Addiction, Radboud University, Nijmegen, the Netherlands
| | | | - Jos I M Egger
- Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, the Netherlands
- Centre of Excellence for Korsakoff and Alcohol Related Cognitive Disorders, Vincent van Gogh Institute for Psychiatry, Venray, the Netherlands
- Centre of Excellence for Neuropsychiatry, Vincent van Gogh Institute for Psychiatry, Venray, the Netherlands
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Baranger DAA, Paul SE, Hatoum AS, Bogdan R. Alcohol use and grey matter structure: Disentangling predispositional and causal contributions in human studies. Addict Biol 2023; 28:e13327. [PMID: 37644894 PMCID: PMC10502907 DOI: 10.1111/adb.13327] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2023] [Revised: 06/23/2023] [Accepted: 07/31/2023] [Indexed: 08/31/2023]
Abstract
Alcohol use is a growing global health concern and economic burden. Alcohol involvement (i.e., initiation, use, problematic use, alcohol use disorder) has been reliably associated with broad spectrum grey matter differences in cross-sectional studies. These findings have been largely interpreted as reflecting alcohol-induced atrophy. However, emerging data suggest that brain structure differences also represent pre-existing vulnerability factors for alcohol involvement. Here, we review evidence from human studies with designs (i.e., family-based, genomic, longitudinal) that allow them to assess the plausibility that these correlates reflect predispositional risk factors and/or causal consequences of alcohol involvement. These studies provide convergent evidence that grey matter correlates of alcohol involvement largely reflect predisposing risk factors, with some evidence for potential alcohol-induced atrophy. These conclusions highlight the importance of study designs that can provide causal clues to cross-sectional observations. An integrative model may best account for these data, in which predisposition to alcohol use affects brain development, effects which may then be compounded by the neurotoxic consequences of heavy alcohol use.
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Affiliation(s)
- David A A Baranger
- Department of Psychiatry, Washington University St. Louis Medical School, St. Louis, Missouri, USA
| | - Sarah E Paul
- Department of Psychological & Brain Sciences, Washington University St. Louis, St. Louis, Missouri, USA
| | - Alexander S Hatoum
- Department of Psychological & Brain Sciences, Washington University St. Louis, St. Louis, Missouri, USA
- Artificial Intelligence and the Internet of Things in Medicine Institute, Washington University St. Louis Medical School, St. Louis, Missouri, USA
| | - Ryan Bogdan
- Department of Psychological & Brain Sciences, Washington University St. Louis, St. Louis, Missouri, USA
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Harel M, Perini I, Kämpe R, Alyagon U, Shalev H, Besser I, Sommer WH, Heilig M, Zangen A. Repetitive Transcranial Magnetic Stimulation in Alcohol Dependence: A Randomized, Double-Blind, Sham-Controlled Proof-of-Concept Trial Targeting the Medial Prefrontal and Anterior Cingulate Cortices. Biol Psychiatry 2022; 91:1061-1069. [PMID: 35067356 DOI: 10.1016/j.biopsych.2021.11.020] [Citation(s) in RCA: 50] [Impact Index Per Article: 16.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/13/2021] [Revised: 11/10/2021] [Accepted: 11/10/2021] [Indexed: 11/02/2022]
Abstract
BACKGROUND Alcohol addiction is associated with a high disease burden, and treatment options are limited. In a proof-of-concept study, we used deep repetitive transcranial magnetic stimulation (dTMS) to target circuitry associated with the pathophysiology of alcohol addiction. We evaluated clinical outcomes and explored associated neural signatures using functional magnetic resonance imaging. METHODS This was a double-blind, randomized, sham-controlled trial. A total of 51 recently abstinent treatment-seeking patients with alcohol use disorder (moderate to severe) were randomized to sham or active dTMS, using an H7 coil targeting midline frontocortical areas, including the medial prefrontal and anterior cingulate cortices. Treatment included 15 sessions over 3 weeks, followed by five sessions over 3 months of follow-up. Each session delivered 100 trains of 30 pulses at 10 Hz. The primary predefined outcome was reduction in percentage of heavy drinking days, obtained using timeline follow-back interviews. Secondary analyses included self-reports of craving, ethyl glucuronide in urine, and brain imaging measures. RESULTS Both craving after treatment and percentage of heavy drinking days during follow-up were significantly lower in the active versus sham control group (percentage of heavy drinking days = 2.9 ± 0.8% vs. 10.6 ± 1.9%, p = .037). Active dTMS was associated with decreased resting-state functional connectivity of the dorsal anterior cingulate cortex with the caudate nucleus and decreased connectivity of the medial prefrontal cortex to the subgenual anterior cingulate cortex. CONCLUSIONS We provide initial proof-of-concept for dTMS targeting midline frontocortical structures as a treatment for alcohol addiction. These data strongly support a rationale for a full-scale confirmatory multicenter trial. Therapeutic benefits of dTMS appear to be associated with persistent changes in brain network activity.
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Affiliation(s)
- Maayan Harel
- Department of Life Sciences, Ben-Gurion University, Beer Sheva, Israel; Zlotowski Center for Neuroscience, Ben-Gurion University, Beer Sheva, Israel
| | - Irene Perini
- Center for Social and Affective Neuroscience, Department of Biomedical and Clinical Sciences, Linköping University Hospital, Linköping, Sweden
| | - Robin Kämpe
- Center for Social and Affective Neuroscience, Department of Biomedical and Clinical Sciences, Linköping University Hospital, Linköping, Sweden
| | - Uri Alyagon
- Department of Life Sciences, Ben-Gurion University, Beer Sheva, Israel; Zlotowski Center for Neuroscience, Ben-Gurion University, Beer Sheva, Israel
| | - Hadar Shalev
- Zlotowski Center for Neuroscience, Ben-Gurion University, Beer Sheva, Israel; Department of Psychiatry, Ben-Gurion University and Soroka Medical Center, Beer Sheva, Israel
| | - Itay Besser
- Zlotowski Center for Neuroscience, Ben-Gurion University, Beer Sheva, Israel; Department of Psychiatry, Ben-Gurion University and Soroka Medical Center, Beer Sheva, Israel
| | - Wolfgang H Sommer
- Institute of Psychopharmacology, Central Institute of Mental Health, University of Heidelberg, Medical Faculty Mannheim, Mannheim, Germany; Bethanien Hospital for Psychiatry, Psychosomatics, and Psychotherapy, Greifswald, Germany
| | - Markus Heilig
- Center for Social and Affective Neuroscience, Department of Biomedical and Clinical Sciences, Linköping University Hospital, Linköping, Sweden; Department of Psychiatry, Linköping University Hospital, Linköping, Sweden.
| | - Abraham Zangen
- Department of Life Sciences, Ben-Gurion University, Beer Sheva, Israel; Zlotowski Center for Neuroscience, Ben-Gurion University, Beer Sheva, Israel.
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Parvaz MA, Rabin RA, Adams F, Goldstein RZ. Structural and functional brain recovery in individuals with substance use disorders during abstinence: A review of longitudinal neuroimaging studies. Drug Alcohol Depend 2022; 232:109319. [PMID: 35077955 PMCID: PMC8885813 DOI: 10.1016/j.drugalcdep.2022.109319] [Citation(s) in RCA: 32] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/14/2021] [Accepted: 01/17/2022] [Indexed: 01/26/2023]
Abstract
BACKGROUND Neuroimaging studies reveal structural and functional including neurochemical brain abnormalities in individuals with substance use disorders compared to healthy controls. However, whether and to what extent such dysfunction is reversible with abstinence remains unclear, and a review of studies with longitudinal within-subject designs is lacking. We performed a systematic review of longitudinal neuroimaging studies to explore putative brain changes associated with abstinence in treatment-seeking individuals with substance use disorders. METHODS Following PRISMA guidelines, we examined articles published up to May 2021 that employed a neuroimaging technique and assessed neurobiological recovery in treatment-seeking participants at a minimum of two time-points separated by a period of abstinence (longer than 24 h apart) or significant reduction in drug use. RESULTS Forty-five studies met inclusion criteria. Encouragingly, in this limited but growing literature, the majority of studies demonstrated at least partial neurobiological recovery with abstinence. Structural recovery appeared to occur predominantly in frontal cortical regions, the insula, hippocampus, and cerebellum. Functional and neurochemical recovery was similarly observed in prefrontal cortical regions but also in subcortical structures. The onset of structural recovery appears to precede neurochemical recovery, which begins soon after cessation (particularly for alcohol); functional recovery may require longer periods of abstinence. CONCLUSIONS The literature is still growing and more studies are warranted to better understand abstinence-mediated neural recovery in individuals with substance use disorders. Elucidating the temporal dynamics between neuronal recovery and abstinence will enable evidence-based planning for more effective and targeted treatment of substance use disorders, potentially pre-empting relapse.
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Affiliation(s)
- Muhammad A Parvaz
- Department of Pyschiatry, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA.
| | - Rachel A Rabin
- Department of Psychiatry, McGill University and The Douglas Mental Health University Institute, Montreal, Quebec H4H 1R3, Canada
| | - Faith Adams
- Department of Pyschiatry, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Rita Z Goldstein
- Department of Pyschiatry, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
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Calpe-López C, Martínez-Caballero MA, García-Pardo MP, Aguilar MA. Resilience to the effects of social stress on vulnerability to developing drug addiction. World J Psychiatry 2022; 12:24-58. [PMID: 35111578 PMCID: PMC8783163 DOI: 10.5498/wjp.v12.i1.24] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/31/2021] [Revised: 08/01/2021] [Accepted: 12/23/2021] [Indexed: 02/06/2023] Open
Abstract
We review the still scarce but growing literature on resilience to the effects of social stress on the rewarding properties of drugs of abuse. We define the concept of resilience and how it is applied to the field of drug addiction research. We also describe the internal and external protective factors associated with resilience, such as individual behavioral traits and social support. We then explain the physiological response to stress and how it is modulated by resilience factors. In the subsequent section, we describe the animal models commonly used in the study of resilience to social stress, and we focus on the effects of chronic social defeat (SD), a kind of stress induced by repeated experience of defeat in an agonistic encounter, on different animal behaviors (depression- and anxiety-like behavior, cognitive impairment and addiction-like symptoms). We then summarize the current knowledge on the neurobiological substrates of resilience derived from studies of resilience to the effects of chronic SD stress on depression- and anxiety-related behaviors in rodents. Finally, we focus on the limited studies carried out to explore resilience to the effects of SD stress on the rewarding properties of drugs of abuse, describing the current state of knowledge and suggesting future research directions.
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Affiliation(s)
| | | | - Maria P García-Pardo
- Faculty of Social and Human Sciences, University of Zaragoza, Teruel 44003, Spain
| | - Maria A Aguilar
- Department of Psychobiology, University of Valencia, Valencia 46010, Spain
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Raabe FJ, Wagner E, Weiser J, Brechtel S, Popovic D, Adorjan K, Pogarell O, Hoch E, Koller G. Classical blood biomarkers identify patients with higher risk for relapse 6 months after alcohol withdrawal treatment. Eur Arch Psychiatry Clin Neurosci 2021; 271:891-902. [PMID: 32627047 PMCID: PMC8236027 DOI: 10.1007/s00406-020-01153-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/14/2020] [Accepted: 06/16/2020] [Indexed: 11/30/2022]
Abstract
This naturalistic study among patients with alcohol dependence examined whether routine blood biomarkers could help to identify patients with high risk for relapse after withdrawal treatment. In a longitudinal study with 6-month follow-up among 133 patients with alcohol dependence who received inpatient alcohol withdrawal treatment, we investigated the usefulness of routine blood biomarkers and clinical and sociodemographic factors for potential outcome prediction and risk stratification. Baseline routine blood biomarkers (gamma-glutamyl transferase [GGT], alanine aminotransferase [ALT/GPT], aspartate aminotransferase [AST/GOT], mean cell volume of erythrocytes [MCV]), and clinical and sociodemographic characteristics were recorded at admission. Standardized 6 months' follow-up assessed outcome variables continuous abstinence, days of continuous abstinence, daily alcohol consumption and current abstinence. The combined threshold criterion of an AST:ALT ratio > 1.00 and MCV > 90.0 fl helped to identify high-risk patients. They had lower abstinence rates (P = 0.001), higher rates of daily alcohol consumption (P < 0.001) and shorter periods of continuous abstinence (P = 0.027) compared with low-risk patients who did not meet the threshold criterion. Regression analysis confirmed our hypothesis that the combination criterion is an individual baseline variable that significantly predicted parts of the respective outcome variances. Routinely assessed indirect alcohol biomarkers help to identify patients with high risk for relapse after alcohol withdrawal treatment. Clinical decision algorithms to identify patients with high risk for relapse after alcohol withdrawal treatment could include classical blood biomarkers in addition to clinical and sociodemographic items.
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Affiliation(s)
- Florian J Raabe
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Nussbaumstrasse 7, 80336, Munich, Germany.
- International Max Planck Research School for Translational Psychiatry (IMPRS-TP), Kraepelinstrasse 2-10, 80804, Munich, Germany.
| | - Elias Wagner
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Nussbaumstrasse 7, 80336, Munich, Germany
| | - Judith Weiser
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Nussbaumstrasse 7, 80336, Munich, Germany
| | - Sarah Brechtel
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Nussbaumstrasse 7, 80336, Munich, Germany
| | - David Popovic
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Nussbaumstrasse 7, 80336, Munich, Germany
- International Max Planck Research School for Translational Psychiatry (IMPRS-TP), Kraepelinstrasse 2-10, 80804, Munich, Germany
| | - Kristina Adorjan
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Nussbaumstrasse 7, 80336, Munich, Germany
- Institute of Psychiatric Phenomics and Genomics (IPPG), University Hospital, LMU Munich, Nussbaumstrasse 7, 80336, Munich, Germany
| | - Oliver Pogarell
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Nussbaumstrasse 7, 80336, Munich, Germany
| | - Eva Hoch
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Nussbaumstrasse 7, 80336, Munich, Germany
- Division of Clinical Psychology and Psychological Treatment, Department of Psychology, LMU Munich, Leopoldstrasse 13, 80802, Munich, Germany
| | - Gabriele Koller
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Nussbaumstrasse 7, 80336, Munich, Germany
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Lohoff FW, Roy A, Jung J, Longley M, Rosoff DB, Luo A, O'Connell E, Sorcher JL, Sun H, Schwandt M, Hodgkinson CA, Goldman D, Momenan R, McIntosh AM, Adams MJ, Walker RM, Evans KL, Porteous D, Smith AK, Lee J, Muench C, Charlet K, Clarke TK, Kaminsky ZA. Epigenome-wide association study and multi-tissue replication of individuals with alcohol use disorder: evidence for abnormal glucocorticoid signaling pathway gene regulation. Mol Psychiatry 2021; 26:2224-2237. [PMID: 32398718 PMCID: PMC7658001 DOI: 10.1038/s41380-020-0734-4] [Citation(s) in RCA: 34] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/05/2019] [Revised: 03/13/2020] [Accepted: 04/14/2020] [Indexed: 12/12/2022]
Abstract
Alcohol use disorder (AUD) is a chronic debilitating disorder with limited treatment options and poorly defined pathophysiology. There are substantial genetic and epigenetic components; however, the underlying mechanisms contributing to AUD remain largely unknown. We conducted the largest DNA methylation epigenome-wide association study (EWAS) analyses currently available for AUD (total N = 625) and employed a top hit replication (N = 4798) using a cross-tissue/cross-phenotypic approach with the goal of identifying novel epigenetic targets relevant to AUD. Results show that a network of differentially methylated regions in glucocorticoid signaling and inflammation-related genes were associated with alcohol use behaviors. A top probe consistently associated across all cohorts was located in the long non-coding RNA growth arrest specific five gene (GAS5) (p < 10-24). GAS5 has been implicated in regulating transcriptional activity of the glucocorticoid receptor and has multiple functions related to apoptosis, immune function and various cancers. Endophenotypic analyses using peripheral cortisol levels and neuroimaging paradigms showed that methylomic variation in GAS5 network-related probes were associated with stress phenotypes. Postmortem brain analyses documented increased GAS5 expression in the amygdala of individuals with AUD. Our data suggest that alcohol use is associated with differential methylation in the glucocorticoid system that might influence stress and inflammatory reactivity and subsequently risk for AUD.
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Affiliation(s)
- Falk W Lohoff
- Section on Clinical Genomics and Experimental Therapeutics, National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD, USA.
| | - Arunima Roy
- Royal's Institute of Mental Health Research, University of Ottawa, Ottawa, Canada
| | - Jeesun Jung
- Section on Clinical Genomics and Experimental Therapeutics, National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD, USA
| | - Martha Longley
- Section on Clinical Genomics and Experimental Therapeutics, National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD, USA
| | - Daniel B Rosoff
- Section on Clinical Genomics and Experimental Therapeutics, National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD, USA
| | - Audrey Luo
- Section on Clinical Genomics and Experimental Therapeutics, National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD, USA
| | - Emma O'Connell
- Section on Clinical Genomics and Experimental Therapeutics, National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD, USA
| | - Jill L Sorcher
- Section on Clinical Genomics and Experimental Therapeutics, National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD, USA
| | - Hui Sun
- Office of the Clinical Director, National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD, USA
| | - Melanie Schwandt
- Office of the Clinical Director, National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD, USA
| | - Colin A Hodgkinson
- Laboratory of Neurogenetics, National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD, USA
| | - David Goldman
- Laboratory of Neurogenetics, National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD, USA
| | - Reza Momenan
- Clinical Neuroimaging Research Core, National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD, USA
| | - Andrew M McIntosh
- Division of Psychiatry, Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, UK
| | - Mark J Adams
- Division of Psychiatry, Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, UK
| | - Rosie M Walker
- Medical Genetic Section, Centre for Genomic and Experimental Medicine, Medical Research Council Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, UK
- Centre for Cognitive Ageing and Cognitive Epidemiology, University of Edinburgh, Edinburgh, UK
| | - Kathryn L Evans
- Medical Genetic Section, Centre for Genomic and Experimental Medicine, Medical Research Council Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, UK
- Centre for Cognitive Ageing and Cognitive Epidemiology, University of Edinburgh, Edinburgh, UK
| | - David Porteous
- Medical Genetic Section, Centre for Genomic and Experimental Medicine, Medical Research Council Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, UK
| | - Alicia K Smith
- Department of Gynecology and Obstetrics, Emory University, Atlanta, Georgia, USA
- Department of Psychiatry & Behavioral Sciences, Emory University, Atlanta, GA, USA
| | - Jisoo Lee
- Section on Clinical Genomics and Experimental Therapeutics, National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD, USA
| | - Christine Muench
- Section on Clinical Genomics and Experimental Therapeutics, National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD, USA
| | - Katrin Charlet
- Section on Clinical Genomics and Experimental Therapeutics, National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD, USA
| | - Toni-Kim Clarke
- Division of Psychiatry, Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, UK
| | - Zachary A Kaminsky
- Royal's Institute of Mental Health Research, University of Ottawa, Ottawa, Canada
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Abstract
Alcohol use disorder (AUD) and family functioning are inextricably bound, and families are impacted negatively by AUD, but families show substantial improvements with AUD recovery. Family members can successfully motivate a person with AUD to initiate changes in drinking or to seek AUD treatment. During recovery, family members can provide active support for recovery. Several couple- or family-involved treatments for AUD have been developed and tested in rigorous efficacy trials. Efficacious treatments based in family systems theory or cognitive behavioral approaches focus on the concerned family member alone, or they engage the couple or family as a unit in the treatment. However, most treatments have been studied in fairly homogeneous, heterosexual, White, non-Hispanic populations, limiting the potential generalizability of these treatments. Substantial gaps remain in our understanding of family processes associated with the initiation and maintenance of AUD recovery among adults. This review outlines the existing literature and describes opportunities for future research to address knowledge gaps in understanding the mechanisms by which these treatments are efficacious, use of family-based treatments with diverse populations, integration of pharmacotherapies with family-involved treatment, role of families in recovery-oriented systems of care, and how to improve treatment development and dissemination.
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Affiliation(s)
- Barbara S. McCrady
- Department of Psychology and Center on Alcoholism, Substance Abuse, and Addictions, University of New Mexico, Albuquerque, New Mexico
| | - Julianne C. Flanagan
- Department of Psychiatry and Behavioral Sciences, College of Medicine, Medical University of South Carolina, Charleston, South Carolina,Ralph H. Johnson Veterans Affairs Medical Center, Charleston, South Carolina
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13
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Maillard A, Laniepce A, Cabé N, Boudehent C, Chételat G, Urso L, Eustache F, Vabret F, Segobin S, Pitel AL. Temporal Cognitive and Brain Changes in Korsakoff Syndrome. Neurology 2021; 96:e1987-e1998. [PMID: 33637634 DOI: 10.1212/wnl.0000000000011749] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2020] [Accepted: 01/13/2021] [Indexed: 12/21/2022] Open
Abstract
OBJECTIVE To investigate cognitive and brain changes in patients with Korsakoff syndrome (KS) over months and up to 10 years after the diagnosis. METHODS Two groups of 8 patients with KS underwent neuropsychological, motor, and neuroimaging investigations, including structural MRI and 18F-fluorodeoxyglucose-PET. The KSC group, recruited at Caen University Hospital, was examined early after the KS diagnosis (KSC-T1) and 1 year later (KSC-T2). The KSR group, recruited at nursing home at Roubaix, was evaluated 10 years after the diagnosis. Longitudinal comparisons in KSC explored short-term changes, while cross-sectional comparisons between KSC-T1 and KSR informed about long-term changes. RESULTS No cognitive, motor, or brain deterioration occurred over time in patients with KS. There was no clear improvement either, with only modest recovery in the frontocerebellar circuit. Compared to the norms, KSC-T1 had severe episodic memory impairments, ataxia, and some executive dysfunctions. They also presented widespread atrophy and hypometabolism as well as cerebellar hypermetabolism compared to 44 healthy matched controls. Episodic memory remained significantly impaired in KSC-T2 and KSR. Contrary to KSC at T1 and T2, KSR had preserved inhibition abilities. Atrophy was similar but less extended in KSC-T2 and even more limited in KSR. At all times, the thalamus, hypothalamus, and fornix remained severely atrophied. Hypometabolism was still widespread in KSC-T2 and KSR, notably affecting the diencephalon. Cerebellar metabolism decreased over time and normalized in KSR, whereas motor dysfunction persisted. CONCLUSION In KS, structural and metabolic alterations of the Papez circuit persisted over time, in accordance with the irreversible nature of amnesia. There was neither significant recovery as observed in patients with alcohol use disorder nor progressive decline as in neurodegenerative diseases.
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Affiliation(s)
- Angéline Maillard
- From Normandie Université (A.M., A.L., N.C., C.B., F.E., F.V., S.S., A.-L.P.), UNICAEN, PSL Université Paris, EPHE, INSERM, U1077, CHU de Caen, GIP Cyceron, Neuropsychologie et Imagerie de la Mémoire Humaine; Service d'addictologie (N.C., C.B., F.V.), Centre Hospitalier Universitaire de Caen; Normandie Université (G.C.), UNICAEN, INSERM, U1237, PhIND "Physiopathology and Imaging of Neurological Disorders," Institut Blood and Brain at Caen-Normandie, Cyceron, Caen; Service d'addictologie (L.U.), Centre Hospitalier de Roubaix; and Institut Universitaire de France (A.-L.P.), Paris
| | - Alice Laniepce
- From Normandie Université (A.M., A.L., N.C., C.B., F.E., F.V., S.S., A.-L.P.), UNICAEN, PSL Université Paris, EPHE, INSERM, U1077, CHU de Caen, GIP Cyceron, Neuropsychologie et Imagerie de la Mémoire Humaine; Service d'addictologie (N.C., C.B., F.V.), Centre Hospitalier Universitaire de Caen; Normandie Université (G.C.), UNICAEN, INSERM, U1237, PhIND "Physiopathology and Imaging of Neurological Disorders," Institut Blood and Brain at Caen-Normandie, Cyceron, Caen; Service d'addictologie (L.U.), Centre Hospitalier de Roubaix; and Institut Universitaire de France (A.-L.P.), Paris
| | - Nicolas Cabé
- From Normandie Université (A.M., A.L., N.C., C.B., F.E., F.V., S.S., A.-L.P.), UNICAEN, PSL Université Paris, EPHE, INSERM, U1077, CHU de Caen, GIP Cyceron, Neuropsychologie et Imagerie de la Mémoire Humaine; Service d'addictologie (N.C., C.B., F.V.), Centre Hospitalier Universitaire de Caen; Normandie Université (G.C.), UNICAEN, INSERM, U1237, PhIND "Physiopathology and Imaging of Neurological Disorders," Institut Blood and Brain at Caen-Normandie, Cyceron, Caen; Service d'addictologie (L.U.), Centre Hospitalier de Roubaix; and Institut Universitaire de France (A.-L.P.), Paris
| | - Céline Boudehent
- From Normandie Université (A.M., A.L., N.C., C.B., F.E., F.V., S.S., A.-L.P.), UNICAEN, PSL Université Paris, EPHE, INSERM, U1077, CHU de Caen, GIP Cyceron, Neuropsychologie et Imagerie de la Mémoire Humaine; Service d'addictologie (N.C., C.B., F.V.), Centre Hospitalier Universitaire de Caen; Normandie Université (G.C.), UNICAEN, INSERM, U1237, PhIND "Physiopathology and Imaging of Neurological Disorders," Institut Blood and Brain at Caen-Normandie, Cyceron, Caen; Service d'addictologie (L.U.), Centre Hospitalier de Roubaix; and Institut Universitaire de France (A.-L.P.), Paris
| | - Gael Chételat
- From Normandie Université (A.M., A.L., N.C., C.B., F.E., F.V., S.S., A.-L.P.), UNICAEN, PSL Université Paris, EPHE, INSERM, U1077, CHU de Caen, GIP Cyceron, Neuropsychologie et Imagerie de la Mémoire Humaine; Service d'addictologie (N.C., C.B., F.V.), Centre Hospitalier Universitaire de Caen; Normandie Université (G.C.), UNICAEN, INSERM, U1237, PhIND "Physiopathology and Imaging of Neurological Disorders," Institut Blood and Brain at Caen-Normandie, Cyceron, Caen; Service d'addictologie (L.U.), Centre Hospitalier de Roubaix; and Institut Universitaire de France (A.-L.P.), Paris
| | - Laurent Urso
- From Normandie Université (A.M., A.L., N.C., C.B., F.E., F.V., S.S., A.-L.P.), UNICAEN, PSL Université Paris, EPHE, INSERM, U1077, CHU de Caen, GIP Cyceron, Neuropsychologie et Imagerie de la Mémoire Humaine; Service d'addictologie (N.C., C.B., F.V.), Centre Hospitalier Universitaire de Caen; Normandie Université (G.C.), UNICAEN, INSERM, U1237, PhIND "Physiopathology and Imaging of Neurological Disorders," Institut Blood and Brain at Caen-Normandie, Cyceron, Caen; Service d'addictologie (L.U.), Centre Hospitalier de Roubaix; and Institut Universitaire de France (A.-L.P.), Paris
| | - Francis Eustache
- From Normandie Université (A.M., A.L., N.C., C.B., F.E., F.V., S.S., A.-L.P.), UNICAEN, PSL Université Paris, EPHE, INSERM, U1077, CHU de Caen, GIP Cyceron, Neuropsychologie et Imagerie de la Mémoire Humaine; Service d'addictologie (N.C., C.B., F.V.), Centre Hospitalier Universitaire de Caen; Normandie Université (G.C.), UNICAEN, INSERM, U1237, PhIND "Physiopathology and Imaging of Neurological Disorders," Institut Blood and Brain at Caen-Normandie, Cyceron, Caen; Service d'addictologie (L.U.), Centre Hospitalier de Roubaix; and Institut Universitaire de France (A.-L.P.), Paris
| | - François Vabret
- From Normandie Université (A.M., A.L., N.C., C.B., F.E., F.V., S.S., A.-L.P.), UNICAEN, PSL Université Paris, EPHE, INSERM, U1077, CHU de Caen, GIP Cyceron, Neuropsychologie et Imagerie de la Mémoire Humaine; Service d'addictologie (N.C., C.B., F.V.), Centre Hospitalier Universitaire de Caen; Normandie Université (G.C.), UNICAEN, INSERM, U1237, PhIND "Physiopathology and Imaging of Neurological Disorders," Institut Blood and Brain at Caen-Normandie, Cyceron, Caen; Service d'addictologie (L.U.), Centre Hospitalier de Roubaix; and Institut Universitaire de France (A.-L.P.), Paris
| | - Shailendra Segobin
- From Normandie Université (A.M., A.L., N.C., C.B., F.E., F.V., S.S., A.-L.P.), UNICAEN, PSL Université Paris, EPHE, INSERM, U1077, CHU de Caen, GIP Cyceron, Neuropsychologie et Imagerie de la Mémoire Humaine; Service d'addictologie (N.C., C.B., F.V.), Centre Hospitalier Universitaire de Caen; Normandie Université (G.C.), UNICAEN, INSERM, U1237, PhIND "Physiopathology and Imaging of Neurological Disorders," Institut Blood and Brain at Caen-Normandie, Cyceron, Caen; Service d'addictologie (L.U.), Centre Hospitalier de Roubaix; and Institut Universitaire de France (A.-L.P.), Paris
| | - Anne-Lise Pitel
- From Normandie Université (A.M., A.L., N.C., C.B., F.E., F.V., S.S., A.-L.P.), UNICAEN, PSL Université Paris, EPHE, INSERM, U1077, CHU de Caen, GIP Cyceron, Neuropsychologie et Imagerie de la Mémoire Humaine; Service d'addictologie (N.C., C.B., F.V.), Centre Hospitalier Universitaire de Caen; Normandie Université (G.C.), UNICAEN, INSERM, U1237, PhIND "Physiopathology and Imaging of Neurological Disorders," Institut Blood and Brain at Caen-Normandie, Cyceron, Caen; Service d'addictologie (L.U.), Centre Hospitalier de Roubaix; and Institut Universitaire de France (A.-L.P.), Paris
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14
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Rupp CI, Junker D, Kemmler G, Mangweth-Matzek B, Derntl B. Do Social Cognition Deficits Recover with Abstinence in Alcohol-Dependent Patients? Alcohol Clin Exp Res 2021; 45:470-479. [PMID: 33523497 PMCID: PMC7986754 DOI: 10.1111/acer.14537] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2020] [Accepted: 12/15/2020] [Indexed: 12/19/2022]
Abstract
Background Despite growing evidence of the presence and clinical relevance of deficits in social cognition in individuals with alcohol use disorder (AUD), less is known about the potential of “natural” recovery with abstinence in this neurocognitive domain. This study investigated the abstinence‐based recovery of neurocognitive social abilities in alcohol‐dependent patients (ADP) using a prospective longitudinal design with follow‐up assessment under controlled conditions of abstinence during alcohol dependence inpatient treatment. Methods Seventy‐seven participants (42 ADP and 35 healthy controls [HC]) performed social cognition testing, including facial emotion recognition, perspective taking, and affective responsiveness twice (baseline/T1 and follow‐up/T2) during comparable follow‐up periods. Assessment of social cognition in abstinent ADP was conducted at the beginning (T1; within the first 2 weeks) and at the end (T2; within the last 2 weeks) of long‐term (2 months) abstinence‐oriented alcohol dependence inpatient treatment. Only patients abstinent for >14 days (last heavy drinking day >21 days) at baseline (T1) and who remained abstinent at follow‐up (T2) were included. Results ADP, who on average were nearly 2 months abstinent at T1, showed poorer social cognition in all 3 areas (emotion recognition, perspective taking, and affective responsiveness) than HC. There was no difference between groups on the change in performance over time, and group differences (ADP vs. HC) remained significant at T2, indicating persistent social cognition deficits in ADP following controlled abstinence during inpatient treatment. Conclusions Our findings indicate no natural recovery of social cognition impairments in ADP during an intermediate to long‐term period of abstinence (2+ months), the usual active treatment phase. Research aimed at developing interventions that focus on the improvement of social cognition deficits (e.g., social cognition training) and determining whether they benefit short‐ and long‐term clinical outcomes in AUD seems warranted.
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Affiliation(s)
- Claudia I Rupp
- Division of Psychiatry I, Department of Psychiatry, Psychotherapy, and Psychosomatics, Medical University Innsbruck, Innsbruck, Austria
| | - David Junker
- Division of Psychiatry I, Department of Psychiatry, Psychotherapy, and Psychosomatics, Medical University Innsbruck, Innsbruck, Austria
| | - Georg Kemmler
- Division of Psychiatry I, Department of Psychiatry, Psychotherapy, and Psychosomatics, Medical University Innsbruck, Innsbruck, Austria
| | - Barbara Mangweth-Matzek
- Division of Psychiatry II, Department of Psychiatry, Psychotherapy, and Psychosomatics, Medical University Innsbruck, Innsbruck, Austria
| | - Birgit Derntl
- Department of Psychiatry and Psychotherapy, Medical University Tübingen, Tübingen, Germany.,LEAD Graduate School and Research Network, University of Tübingen, Tübingen, Germany
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15
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Li Y, Duan R, Gong Z, Jing L, Zhang T, Zhang Y, Jia Y. Neurofilament Light Chain Is a Promising Biomarker in Alcohol Dependence. Front Psychiatry 2021; 12:754969. [PMID: 34867542 PMCID: PMC8637455 DOI: 10.3389/fpsyt.2021.754969] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/14/2021] [Accepted: 10/26/2021] [Indexed: 12/03/2022] Open
Abstract
Background: Alcohol dependence, a global public health problem, leads to structural and functional damage in the brain. Alcohol dependence patients present complex and varied clinical manifestations and live with general complaints existing in contemporary society, making most people with alcohol dependence hard to identify. Therefore, it is important to find potential biomarkers for the diagnosis and evaluation of alcohol dependence. In the study, we explored potential biomarkers for the diagnosis and monitoring of diseases and evaluated brain structural changes in alcohol dependence patients. Methods: Enzyme-linked immunosorbent assay (ELSA) was employed to detect the expression of serum nucleotide-binding oligomerization domain containing 3 (NLRP3) and single-molecule array (Simoa) assay was used to detect the expression of serum neurofilament light (NfL) in 50 alcohol dependence patients and 50 controls with no drinking history. Alcohol consumption was measured by standard drinks. Neuropsychological assessments, including the Montreal cognitive assessment (MoCA), Pittsburgh sleep quality index (PSQI), generalized anxiety disorder (GAD-7), and patient health questionnaire-9 (PHQ-9), were conducted to evaluate cognitive function and psychological state. The degree of white matter lesions (WMLs) was rated using the Fazekas scale based on magnetic resonance imaging analysis. White matter structure was quantified using the voxel-based morphometry method. The correlations between NLRP3 levels, NfL levels, neuropsychological dysfunction, the degree of WMLs, and white matter volume (WMV) were analyzed in alcohol dependence patients. Results: Serum NLRP3 and NfL levels were higher in the alcohol dependence group. NLRP3 levels were irrelevant to monthly alcohol assumption as well as to the MoCA, PSQI, GAD-7, PHQ-9, and Fazekas scale scores and WMV. NfL levels were positively correlated with the PSQI and PHQ-9 scores as well as the degree of WMLs and negatively correlated with the MoCA scores and WMV. No associations were evident between NfL and monthly alcohol assumption and GAD-7 scores in the alcohol dependence group. Conclusion: This study supports the potential value of serum NfL as a non-invasive biomarker in alcohol dependence. The association with neuropsychological dysfunction and degree of WMLs has implications to use NfL as a promising biomarker to assess the severity of brain damage as well as the progression and prognosis of alcohol dependence.
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Affiliation(s)
- Yanfei Li
- Department of Neurology, First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Ranran Duan
- Department of Neurology, First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Zhe Gong
- Department of Neurology, First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Lijun Jing
- Department of Neurology, First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Tian Zhang
- Department of Rehabilitation, First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Yong Zhang
- Department of Magnetic Resonance Imaging, First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Yanjie Jia
- Department of Neurology, First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
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16
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Blaine SK, Wemm S, Fogelman N, Lacadie C, Seo D, Scheinost D, Sinha R. Association of Prefrontal-Striatal Functional Pathology With Alcohol Abstinence Days at Treatment Initiation and Heavy Drinking After Treatment Initiation. Am J Psychiatry 2020; 177:1048-1059. [PMID: 32854534 PMCID: PMC7606814 DOI: 10.1176/appi.ajp.2020.19070703] [Citation(s) in RCA: 44] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
OBJECTIVE Alcohol use disorder (AUD) is associated with neuroadaptations in brain stress and reward circuits. It is not known whether such neuroadaptations are affected by number of days of alcohol abstinence and whether they influence heavy drinking during the early treatment phase. The authors used a novel functional MRI (fMRI) approach to assess brain responses during sustained exposure to standardized visual stimuli of stressful, alcohol cue, and neutral control images combined with prospective assessment of drinking outcomes during early outpatient treatment, in two related studies. METHODS In study 1, 44 treatment-entering patients with AUD and 43 demographically matched healthy control subjects participated in the fMRI experiment to identify dysfunctional responses associated with chronic alcohol abuse. In study 2, 69 treatment-entering patients with AUD were assessed for whether fMRI responses at treatment initiation were influenced by alcohol abstinence and were prospectively predictive of early heavy drinking outcomes. RESULTS Relative to control subjects, patients with AUD showed significant hyperreactivity in the ventromedial prefrontal cortex (vmPFC) in response to neutral images, but significant hypoactivation in the vmPFC and ventral striatum in response to stress images and to alcohol cues relative to response to neutral images. In study 2, this specific prefrontal-ventral striatal dysfunction was associated with fewer days of alcohol abstinence and also predicted greater number heavy drinking days during the subsequent 2 weeks of treatment engagement. CONCLUSIONS Number of days of alcohol abstinence at treatment initiation significantly affected functional disruption of the prefrontal-striatal responses to stress images and to alcohol cues in patients with AUD, and the severity of this disruption in turn predicted greater heavy drinking during early treatment. Treatments that target this functional prefrontal-striatal pathology could improve early treatment outcomes in AUD.
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Affiliation(s)
- Sara K Blaine
- Auburn University, Department of Psychology, Auburn, AL
| | - Stephanie Wemm
- Yale University School of Medicine, Department of Psychiatry, New Haven, CT
| | - Nia Fogelman
- Yale University School of Medicine, Department of Psychiatry, New Haven, CT
| | - Cheryl Lacadie
- Yale University School of Medicine, Department of Radiology and Biomedical Imaging, New Haven, CT
| | - Dongju Seo
- Yale University School of Medicine, Department of Psychiatry, New Haven, CT
| | - Dustin Scheinost
- Yale University School of Medicine, Department of Radiology and Biomedical Imaging, New Haven, CT
| | - Rajita Sinha
- Yale University School of Medicine, Department of Psychiatry, New Haven, CT,Address correspondence to: Rajita Sinha, Ph.D., Yale University School of Medicine, Department of Psychiatry, Yale Stress Center, 2 Church Street South, Suite 209, New Haven, CT 06519.
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We Need to Delay the Age of Onset of Alcohol Consumption. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:ijerph17082739. [PMID: 32316106 PMCID: PMC7215939 DOI: 10.3390/ijerph17082739] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/13/2020] [Accepted: 04/15/2020] [Indexed: 12/16/2022]
Abstract
In recent years, new consumption patterns, such as binge drinking, have increased among young people and have not always been recognized as problematic either by health personnel or by society in general, as they are intensive episodes, interspersed with no consumption periods. Although the prevalence of alcohol use disorders in the adult population continues to be higher in men than in women, these gender differences in relation to alcohol consumption are barely observed in adolescents between 14 and 18. Therefore, we are witnessing a change in the pattern of consumption, from regular to episodic, and an attenuation of gender differences. New patterns of alcohol consumption have not only been associated with an increased risk of alcohol use disorders in adult life, but also with neurocognitive involvement in youth. Understanding the risk and resilience factors of alcoholism or problematic drinking patterns will not only allow us to identify the most vulnerable group, but also to guide prevention programs towards protective factors; the skills that contribute to the natural abandonment of the pattern. Knowing the variables involved in the trajectories of abandonment and dependency would contribute to personalizing the interventions and increasing their efficacy and success—a lower relapse rate—, reducing the economic and socio-sanitary costs associated with alcohol dependency, as well as improving the health and well-being, family relations, work and social status of alcohol-dependent people.
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Meyerhoff DJ, Durazzo TC. Modeling neurocognitive and neurobiological recovery in addiction. COGNITION AND ADDICTION 2020:379-392. [DOI: 10.1016/b978-0-12-815298-0.00028-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/04/2025]
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19
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Sullivan EV, Pfefferbaum A. Brain-behavior relations and effects of aging and common comorbidities in alcohol use disorder: A review. Neuropsychology 2019; 33:760-780. [PMID: 31448945 PMCID: PMC7461729 DOI: 10.1037/neu0000557] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
OBJECTIVE Alcohol use disorder (AUD) is a complex, dynamic condition that waxes and wanes with unhealthy drinking episodes and varies in drinking patterns and effects on brain structure and function with age. Its excessive use renders chronically heavy drinkers vulnerable to direct alcohol toxicity and a variety of comorbidities attributable to nonalcohol drug misuse, viral infections, and accelerated or premature aging. AUD affects widespread brain systems, commonly, frontolimbic, frontostriatal, and frontocerebellar networks. METHOD AND RESULTS Multimodal assessment using selective neuropsychological testing and whole-brain neuroimaging provides evidence for AUD-related specific brain structure-function relations established with double dissociations. Longitudinal study using noninvasive imaging provides evidence for brain structural and functional improvement with sustained sobriety and further decline with relapse. Functional imaging suggests the possibility that some alcoholics in recovery can compensate for impairment by invoking brain systems typically not used for a target task but that can enable normal-level performance. CONCLUSIONS Evidence for AUD-aging interactions, indicative of accelerated aging, together with increasing alcohol consumption in middle-age and older adults, put aging drinkers at special risk for developing cognitive decline and possibly dementia. (PsycINFO Database Record (c) 2019 APA, all rights reserved).
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Affiliation(s)
- Edith V. Sullivan
- Department of Psychiatry & Behavioral Sciences, Stanford University School of Medicine, Stanford, CA
| | - Adolf Pfefferbaum
- Department of Psychiatry & Behavioral Sciences, Stanford University School of Medicine, Stanford, CA
- Center for Health Sciences, SRI International, Menlo Park, CA
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Role of Patient Sex in Early Recovery from Alcohol-Related Cognitive Impairment: Women Penalized. J Clin Med 2019; 8:jcm8060790. [PMID: 31167412 PMCID: PMC6617550 DOI: 10.3390/jcm8060790] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2019] [Revised: 05/13/2019] [Accepted: 05/31/2019] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND The objective was to explore the role of patient sex in cognitive recovery and to identify predictive factors for non-recovery in alcohol use disorder (AUD). METHODS All patients with AUD admitted to a residential addictions treatment center were systematically assessed at admission and after 6 weeks of abstinence in a controlled environment. The inclusion criteria were that patients were admitted for AUD with baseline alcohol-related cognitive impairment (baseline total Montreal Cognitive Assessment (MoCA) score < 26) and reassessed at 6 weeks (n = 395). A logistic regression model was built to determine the influence of sex on recovery status (MoCA < or ≥ 26) taking into account the interaction effect of sex with alcohol consumption on cognitive function. RESULTS The mean age was 50.10 years (SD = 9.79), and 27.41% were women. At baseline, the mean MoCA scores were 21.36 (SD = 3.04). Participants who did not achieve recovery (59.3% of women vs 53.8% of men) had lower total MoCA scores at baseline. The 2 factors that was significantly and independently associated with non-recovery and with a non-zero coefficient was being a woman and initial MoCA score (respective adjusted odds ratios (AOR) = 1.5 and 0.96, p-values < 0.05). CONCLUSIONS These results could influence the time required in a controlled environment to maintain abstinence and the duration of in-care for women.
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Sebold M, Spitta G, Gleich T, Dembler-Stamm T, Butler O, Zacharias K, Aydin S, Garbusow M, Rapp M, Schubert F, Buchert R, Gallinat J, Heinz A. Stressful life events are associated with striatal dopamine receptor availability in alcohol dependence. J Neural Transm (Vienna) 2019; 126:1127-1134. [DOI: 10.1007/s00702-019-01985-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2018] [Accepted: 02/06/2019] [Indexed: 11/30/2022]
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