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dos Santos AAC, Rodrigues LE, Alecrim-Zeza AL, de Araújo Ferreira L, Trettel CDS, Gimenes GM, da Silva AF, Sousa-Filho CPB, Serdan TDA, Levada-Pires AC, Hatanaka E, Borges FT, de Barros MP, Cury-Boaventura MF, Bertolini GL, Cassolla P, Marzuca-Nassr GN, Vitzel KF, Pithon-Curi TC, Masi LN, Curi R, Gorjao R, Hirabara SM. Molecular and cellular mechanisms involved in tissue-specific metabolic modulation by SARS-CoV-2. Front Microbiol 2022; 13:1037467. [PMID: 36439786 PMCID: PMC9684198 DOI: 10.3389/fmicb.2022.1037467] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2022] [Accepted: 10/26/2022] [Indexed: 09/09/2023] Open
Abstract
Coronavirus disease 2019 (COVID-19) is triggered by the SARS-CoV-2, which is able to infect and cause dysfunction not only in lungs, but also in multiple organs, including central nervous system, skeletal muscle, kidneys, heart, liver, and intestine. Several metabolic disturbances are associated with cell damage or tissue injury, but the mechanisms involved are not yet fully elucidated. Some potential mechanisms involved in the COVID-19-induced tissue dysfunction are proposed, such as: (a) High expression and levels of proinflammatory cytokines, including TNF-α IL-6, IL-1β, INF-α and INF-β, increasing the systemic and tissue inflammatory state; (b) Induction of oxidative stress due to redox imbalance, resulting in cell injury or death induced by elevated production of reactive oxygen species; and (c) Deregulation of the renin-angiotensin-aldosterone system, exacerbating the inflammatory and oxidative stress responses. In this review, we discuss the main metabolic disturbances observed in different target tissues of SARS-CoV-2 and the potential mechanisms involved in these changes associated with the tissue dysfunction.
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Affiliation(s)
| | - Luiz Eduardo Rodrigues
- Programa de Pós-graduação Interdisciplinar em Ciências da Saúde, Universidade Cruzeiro do Sul, São Paulo, São Paulo, Brazil
| | - Amanda Lins Alecrim-Zeza
- Programa de Pós-graduação Interdisciplinar em Ciências da Saúde, Universidade Cruzeiro do Sul, São Paulo, São Paulo, Brazil
| | - Liliane de Araújo Ferreira
- Programa de Pós-graduação Interdisciplinar em Ciências da Saúde, Universidade Cruzeiro do Sul, São Paulo, São Paulo, Brazil
| | - Caio dos Santos Trettel
- Programa de Pós-graduação Interdisciplinar em Ciências da Saúde, Universidade Cruzeiro do Sul, São Paulo, São Paulo, Brazil
| | - Gabriela Mandú Gimenes
- Programa de Pós-graduação Interdisciplinar em Ciências da Saúde, Universidade Cruzeiro do Sul, São Paulo, São Paulo, Brazil
| | - Adelson Fernandes da Silva
- Programa de Pós-graduação Interdisciplinar em Ciências da Saúde, Universidade Cruzeiro do Sul, São Paulo, São Paulo, Brazil
| | | | - Tamires Duarte Afonso Serdan
- Programa de Pós-graduação Interdisciplinar em Ciências da Saúde, Universidade Cruzeiro do Sul, São Paulo, São Paulo, Brazil
- Department of Molecular Pathobiology, University of New York, New York, NY, United States
| | - Adriana Cristina Levada-Pires
- Programa de Pós-graduação Interdisciplinar em Ciências da Saúde, Universidade Cruzeiro do Sul, São Paulo, São Paulo, Brazil
| | - Elaine Hatanaka
- Programa de Pós-graduação Interdisciplinar em Ciências da Saúde, Universidade Cruzeiro do Sul, São Paulo, São Paulo, Brazil
| | - Fernanda Teixeira Borges
- Programa de Pós-graduação Interdisciplinar em Ciências da Saúde, Universidade Cruzeiro do Sul, São Paulo, São Paulo, Brazil
- Divisão de Nefrologia, Departamento de Medicina, Universidade Federal de São Paulo, São Paulo, SP, Brazil
| | - Marcelo Paes de Barros
- Programa de Pós-graduação Interdisciplinar em Ciências da Saúde, Universidade Cruzeiro do Sul, São Paulo, São Paulo, Brazil
| | - Maria Fernanda Cury-Boaventura
- Programa de Pós-graduação Interdisciplinar em Ciências da Saúde, Universidade Cruzeiro do Sul, São Paulo, São Paulo, Brazil
| | - Gisele Lopes Bertolini
- Department of Physiological Sciences, Biological Science Center, State University of Londrina, Londrina, PR, Brazil
| | - Priscila Cassolla
- Department of Physiological Sciences, Biological Science Center, State University of Londrina, Londrina, PR, Brazil
| | | | - Kaio Fernando Vitzel
- School of Health Sciences, College of Health, Massey University, Auckland, New Zealand
| | - Tania Cristina Pithon-Curi
- Programa de Pós-graduação Interdisciplinar em Ciências da Saúde, Universidade Cruzeiro do Sul, São Paulo, São Paulo, Brazil
| | - Laureane Nunes Masi
- Programa de Pós-graduação Interdisciplinar em Ciências da Saúde, Universidade Cruzeiro do Sul, São Paulo, São Paulo, Brazil
| | - Rui Curi
- Programa de Pós-graduação Interdisciplinar em Ciências da Saúde, Universidade Cruzeiro do Sul, São Paulo, São Paulo, Brazil
- Instituto Butantan, São Paulo, Brazil
| | - Renata Gorjao
- Programa de Pós-graduação Interdisciplinar em Ciências da Saúde, Universidade Cruzeiro do Sul, São Paulo, São Paulo, Brazil
| | - Sandro Massao Hirabara
- Programa de Pós-graduação Interdisciplinar em Ciências da Saúde, Universidade Cruzeiro do Sul, São Paulo, São Paulo, Brazil
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2
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Maillard A, Laniepce A, Segobin S, Lahbairi N, Boudehent C, Vabret F, Cabé N, Pitel AL. Prognostic factors for low-risk drinking and relapse in alcohol use disorder: A multimodal analysis. Addict Biol 2022; 27:e13243. [PMID: 36301210 DOI: 10.1111/adb.13243] [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: 01/13/2022] [Revised: 09/23/2022] [Accepted: 09/27/2022] [Indexed: 01/24/2023]
Abstract
This study aims to specify the determinants of low-risk alcohol drinking and relapse at different time points after detoxification in patients with severe alcohol use disorder (AUD). Fifty-four patients with AUD and 36 healthy controls (HC) were evaluated early in abstinence (T1). They underwent clinical, neuropsychological and neuroimaging (structural MRI and 18 FDG-PET) investigations. Patients with AUD were subsequently classified as "low-risk drinkers" (LR) or "relapsers" (R) based on their alcohol drinking at 6 months (T2) and 1 year (T3) after discharge, using their medical record or self-reported drinking estimation at follow-up. Based on the alcohol status at T2 and compared with HC, only R had alexithymia, lower grey matter volume in the midbrain and hypermetabolism in the cerebellum and hippocampi. Based on the alcohol status at T3 and compared with HC, only R had more severe nicotinic dependence, lower episodic and working memory performance, lower grey matter volume in the amygdala, ventromedial prefrontal cortex and anterior cingulate gyrus and hypermetabolism in cerebellum, hippocampi and anterior cingulate gyrus. Moreover, R had bilateral frontal hypometabolism, whereas LR only presented right frontal hypometabolism. Nicotine dependence, memory impairments and structural brain abnormalities in regions involved in impulsivity and decision-making might contribute to a 1-year relapse. Treatment outcome at 1 year may also be associated with an imbalance between a hypermetabolism of the limbic system and a hypometabolism of the frontal executive system. Finally, cerebellar hypermetabolism and alexithymia may be determinants of relapse at both 6 months and 1 year.
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Affiliation(s)
- Angéline Maillard
- Normandie Univ, UNICAEN, PSL Université Paris, EPHE, INSERM, U1077, CHU de Caen, GIP Cyceron, Neuropsychologie et Imagerie de la Mémoire Humaine, Caen, France
| | - Alice Laniepce
- Normandie Univ, UNICAEN, PSL Université Paris, EPHE, INSERM, U1077, CHU de Caen, GIP Cyceron, Neuropsychologie et Imagerie de la Mémoire Humaine, Caen, France.,Normandie Univ, UNICAEN, INSERM, PhIND "Physiopathology and Imaging of Neurological Disorders", Institut Blood and Brain at Caen-Normandie, Cyceron, Caen, France.,Normandie Univ, UNIROUEN, CRFDP (EA7475), Rouen, France
| | - Shailendra Segobin
- Normandie Univ, UNICAEN, PSL Université Paris, EPHE, INSERM, U1077, CHU de Caen, GIP Cyceron, Neuropsychologie et Imagerie de la Mémoire Humaine, Caen, France
| | - Najlaa Lahbairi
- Normandie Univ, UNICAEN, PSL Université Paris, EPHE, INSERM, U1077, CHU de Caen, GIP Cyceron, Neuropsychologie et Imagerie de la Mémoire Humaine, Caen, France
| | - Céline Boudehent
- Normandie Univ, UNICAEN, PSL Université Paris, EPHE, INSERM, U1077, CHU de Caen, GIP Cyceron, Neuropsychologie et Imagerie de la Mémoire Humaine, Caen, France.,Normandie Univ, UNICAEN, INSERM, PhIND "Physiopathology and Imaging of Neurological Disorders", Institut Blood and Brain at Caen-Normandie, Cyceron, Caen, France.,Service d'Addictologie, Centre Hospitalier Universitaire de Caen, Caen, France
| | - François Vabret
- Normandie Univ, UNICAEN, PSL Université Paris, EPHE, INSERM, U1077, CHU de Caen, GIP Cyceron, Neuropsychologie et Imagerie de la Mémoire Humaine, Caen, France.,Normandie Univ, UNICAEN, INSERM, PhIND "Physiopathology and Imaging of Neurological Disorders", Institut Blood and Brain at Caen-Normandie, Cyceron, Caen, France.,Service d'Addictologie, Centre Hospitalier Universitaire de Caen, Caen, France
| | - Nicolas Cabé
- Normandie Univ, UNICAEN, PSL Université Paris, EPHE, INSERM, U1077, CHU de Caen, GIP Cyceron, Neuropsychologie et Imagerie de la Mémoire Humaine, Caen, France.,Normandie Univ, UNICAEN, INSERM, PhIND "Physiopathology and Imaging of Neurological Disorders", Institut Blood and Brain at Caen-Normandie, Cyceron, Caen, France.,Service d'Addictologie, Centre Hospitalier Universitaire de Caen, Caen, France
| | - Anne-Lise Pitel
- Normandie Univ, UNICAEN, PSL Université Paris, EPHE, INSERM, U1077, CHU de Caen, GIP Cyceron, Neuropsychologie et Imagerie de la Mémoire Humaine, Caen, France.,Normandie Univ, UNICAEN, INSERM, PhIND "Physiopathology and Imaging of Neurological Disorders", Institut Blood and Brain at Caen-Normandie, Cyceron, Caen, France.,Institut Universitaire de France (IUF), Paris, France
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3
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Sone D, Sato N, Shigemoto Y, Kimura Y, Matsuda H. Upper cerebellar glucose hypermetabolism in patients with temporal lobe epilepsy and interictal psychosis. Epilepsia Open 2022; 7:657-664. [PMID: 35977826 PMCID: PMC9712471 DOI: 10.1002/epi4.12645] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Accepted: 08/12/2022] [Indexed: 12/30/2022] Open
Abstract
OBJECTIVE Psychosis is an important comorbidity in epilepsy, but its pathophysiology is still unknown. The imaging modality 18 F-fluorodeoxyglucose-positron emission tomography (18 F-FDG PET) is widely used to measure brain glucose metabolism, and we speculated that 18 F-FDG PET may detect characteristic alteration patterns in individuals with temporal lobe epilepsy (TLE) and psychosis. METHODS We enrolled 13 patients with TLE and interictal psychosis (TLE-P) and 21 patients with TLE without psychosis (TLE-N). All underwent interictal 18 F-FDG-PET scanning. Statistical Parametric Mapping (SPM)12 software was used for the normalization process, and we performed a voxel-wise comparison of the TLE-P and TLE-N groups. RESULTS Cerebral hypometabolic areas were observed in the ipsilateral temporal pole to hippocampus in both patient groups. In the TLE-P group, the voxel-wise comparison revealed significantly increased 18 F-FDG signals in the upper cerebellum, superior cerebellar peduncle, and midbrain. There were no significant between-group metabolic differences around the focus or other cerebral areas. SIGNIFICANCE Our results demonstrated significant hypermetabolism around the upper cerebellum in patients with TLE and interictal psychosis compared to patients with TLE without psychosis. These findings may reflect the involvement of the cerebellum in the underlying neurobiology of interictal psychosis and could contribute to a better understanding of this disorder.
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Affiliation(s)
- Daichi Sone
- Department of RadiologyNational Center of Neurology and PsychiatryTokyoJapan,Department of PsychiatryJikei University School of MedicineTokyoJapan
| | - Noriko Sato
- Department of RadiologyNational Center of Neurology and PsychiatryTokyoJapan
| | - Yoko Shigemoto
- Department of RadiologyNational Center of Neurology and PsychiatryTokyoJapan,Drug Discovery and Cyclotron Research CenterSouthern Tohoku Research Institute for NeuroscienceFukushimaJapan
| | - Yukio Kimura
- Department of RadiologyNational Center of Neurology and PsychiatryTokyoJapan
| | - Hiroshi Matsuda
- Department of RadiologyNational Center of Neurology and PsychiatryTokyoJapan,Drug Discovery and Cyclotron Research CenterSouthern Tohoku Research Institute for NeuroscienceFukushimaJapan
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4
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Bralet MC, Mitelman SA, Goodman CR, Lincoln S, Hazlett EA, Buchsbaum MS. Fluorodeoxyglucose positron emission tomography scans in patients with alcohol use disorder. Alcohol Clin Exp Res 2022; 46:994-1010. [PMID: 35451074 DOI: 10.1111/acer.14845] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2021] [Revised: 03/17/2022] [Accepted: 04/16/2022] [Indexed: 11/29/2022]
Abstract
BACKGROUND Diminished uptake of fluorodeoxyglucose (FDG) has been observed in patients with alcohol use disorder (AUD) but little statistical contrast of the regional brain deficits has been undertaken. This study examined prefrontal cortex inter-regional Brodmann area differences to delineate patterns associated with behavioral, neurotransmitter, and general toxicity hypotheses of cerebral involvement in AUD. METHODS We obtained data from FDG positron emission tomography (PET) and anatomical magnetic resonance imaging (MRI) for 87 patients with AUD and 41 age- and sex-matched healthy volunteers. Patients were alcohol dependent and had negative breathalyzer tests at the time of imaging. They were assessed with the Beck Depression Inventory, Alcohol Urge Questionnaire, Obsessive Compulsive Drinking Scale, Spielberger State/Trait Anxiety Scale, Buss-Durkee Hostility Inventory, and the Drinker Inventory of Consequences (DrInC). PET images were co-registered to MRI and both voxel × voxel statistical mapping and stereotaxic regions of interest were obtained. RESULTS Compared with healthy volunteers, patients with AUD had lower relative metabolic rates in the frontal, temporal, and parietal lobes, localizable most prominently to the dorsolateral and nearly all orbital prefrontal cortex, superior temporal gyrus, and inferior parietal lobule. In contrast, metabolic rates in the medial orbitofrontal and anterior cingulate cortex, and the subcortical structures (thalamus, cerebellum, ventral striatum, and the dorsal raphe nucleus) in patients were significantly greater. The severity of alcohol-related consequences as assessed by the DrInC scale was most highly associated with lower metabolism in the caudate, dorsolateral prefrontal, frontopolar, and anteroposterior cingulate cortex. CONCLUSIONS Despite widespread metabolic abnormalities, decreases in AUD were most marked in frontal executive areas, consistent with diminished impulse control, and increases were most prominent in the striatum and cingulate areas, consistent with a suppressed reward system.
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Affiliation(s)
- Marie-Cécile Bralet
- Crisalid Unit (FJ5), CHI Clermont de l'Oise, Clermont, France.,Inserm Unit U669, Maison de Solenn, Universities Paris, Paris, France.,GDR 3557 Recherche Psychiatrie, Paris, France
| | - Serge A Mitelman
- Departments of Psychiatry and Neuroscience, Icahn School of Medicine at Mount Sinai, New York, New York, USA.,Department of Psychiatry, Division of Child and Adolescent Psychiatry, Elmhurst Hospital Center, Elmhurst, New York, USA
| | - Chelain R Goodman
- Department of Radiation Oncology, Division of Radiation Oncology, University of Texas, Austin, Texas, USA
| | - Samantha Lincoln
- Departments of Psychiatry and Neuroscience, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Erin A Hazlett
- Departments of Psychiatry and Neuroscience, Icahn School of Medicine at Mount Sinai, New York, New York, USA.,Mental Illness Research, Education, and Clinical Center (VISN 2), James J. Peters VAMC, Bronx, New York, USA
| | - Monte S Buchsbaum
- Departments of Psychiatry and Radiology, University of California, San Diego, San Diego, California, USA.,Departments of Psychiatry and Radiology, University of California, Irvine, Irvine, California, USA
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5
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Disruption of cerebellar-cortical functional connectivity predicts balance instability in alcohol use disorder. Drug Alcohol Depend 2022; 235:109435. [PMID: 35395501 PMCID: PMC9106918 DOI: 10.1016/j.drugalcdep.2022.109435] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/12/2021] [Revised: 03/23/2022] [Accepted: 03/29/2022] [Indexed: 11/24/2022]
Abstract
BACKGROUND A neural substrate of alcohol-related instability of gait and balance is the cerebellum. Whether disruption of neural communication between cerebellar and cortical brain regions exerts an influence on ataxia in alcohol use disorder (AUD) was the focus of this study. METHODS Study groups comprised 32 abstinent AUD participants and 22 age- and sex-matched healthy controls (CTL). All participants underwent clinical screening, motor testing, and resting-state functional MR imaging analyzed for functional connectivity (FC) among 90 regions across the whole cerebrum and cerebellum. Ataxia testing quantified gait and balance with the Fregly-Graybiel Ataxia Battery conducted with and without vision. RESULTS The AUD group achieved lower scores than the CTL group on balance performance, which was disproportionately worse for eyes open than eyes closed in the AUD relative to the CTL group. Differences in ataxia were accompanied by differences in FC marked by cerebellar-frontal and cerebellar-parietal hyperconnectivity and cortico-cortical hypoconnectivity in the AUD relative to the control group. Lifetime alcohol consumption correlated significantly with AUD-related FC aberrations, which explained upwards of 69% of the AUD ataxia score variance. CONCLUSION Heavy, chronic alcohol consumption is associated with disorganized neural communication among cerebellar-cortical regions and contributes to ataxia in AUD. Ataxia, which is known to accelerate with age and be exacerbated with AUD, can threaten functional independence. Longitudinal studies are warranted to address whether extended sobriety quells ataxia and normalizes aberrant FC contributing to instability.
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6
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Deng R, Yang X, Meng YJ, Tao YJ, Wang HY, Li XJ, Wei W, Yu H, Wang Q, Deng W, Zhao LS, Ma XH, Li ML, Xu JJ, Li J, Liu YS, Tang Z, Du XD, Coid JW, Greenshaw AJ, Li T, Guo WJ. Data-driven study on resting-state functional magnetic resonance imaging during early abstinence of alcohol dependence in male patients and its predictive value for relapse. BMC Psychiatry 2022; 22:143. [PMID: 35193538 PMCID: PMC8862392 DOI: 10.1186/s12888-022-03782-w] [Citation(s) in RCA: 8] [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: 08/27/2021] [Accepted: 02/15/2022] [Indexed: 02/08/2023] Open
Abstract
BACKGROUND Alcohol dependence is a mental disorder with a high relapse rate. However, specific neuroimaging biomarkers have not been determined for alcohol dependence and its relapse. We conducted data-driven research to investigate resting-state functional magnetic resonance imaging (rs-fMRI) during early abstinence from alcohol dependence and its potential ability to predict relapse. METHODS Participants included 68 alcohol-dependent patients and 68 healthy controls (HCs). The regional homogeneity (ReHo) and fractional amplitude of low-frequency fluctuations (fALFF) were compared between the alcohol dependence group and the HCs and between the relapse group and the nonrelapse group. The brain regions that presented significantly different ReHo and/or fALFF between the alcohol-dependent patients and HCs and/or between the relapsed and nonrelapsed patients were selected as the seeds to calculate the functional connectivities (FCs). RESULTS During a 6-month follow-up period, 52.24% of alcohol-dependent patients relapsed. A regression model for differentiating alcohol-dependent patients and HCs showed that reductions in ReHo in the left postcentral region, fALFF in the right fusiform region, and FC in the right fusiform region to the right middle cingulum were independently associated with alcohol dependence, with an area under the receiver operating characteristic curve (AUC) of 0.841. The baseline FC of the left precentral to the left cerebellum of the relapse group was significantly lower than that of the nonrelapse group. The AUC of this FC to predict relapse was 0.774. CONCLUSIONS Our findings contribute to advancing research on the neurobiological etiology and predictive biomarkers for relapse associated with alcohol dependence.
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Affiliation(s)
- Renhao Deng
- grid.412901.f0000 0004 1770 1022Mental Health Center and Psychiatric Laboratory, West China Hospital, Sichuan University, No. 28 Dianxin South Street, Chengdu, 610041 Sichuan China
| | - Xia Yang
- grid.412901.f0000 0004 1770 1022Mental Health Center and Psychiatric Laboratory, West China Hospital, Sichuan University, No. 28 Dianxin South Street, Chengdu, 610041 Sichuan China
| | - Ya-jing Meng
- grid.412901.f0000 0004 1770 1022Mental Health Center and Psychiatric Laboratory, West China Hospital, Sichuan University, No. 28 Dianxin South Street, Chengdu, 610041 Sichuan China
| | - Yu-jie Tao
- grid.412901.f0000 0004 1770 1022Mental Health Center and Psychiatric Laboratory, West China Hospital, Sichuan University, No. 28 Dianxin South Street, Chengdu, 610041 Sichuan China
| | - Hui-yao Wang
- grid.412901.f0000 0004 1770 1022Mental Health Center and Psychiatric Laboratory, West China Hospital, Sichuan University, No. 28 Dianxin South Street, Chengdu, 610041 Sichuan China
| | - Xiao-jing Li
- grid.412901.f0000 0004 1770 1022Mental Health Center and Psychiatric Laboratory, West China Hospital, Sichuan University, No. 28 Dianxin South Street, Chengdu, 610041 Sichuan China
| | - Wei Wei
- grid.412901.f0000 0004 1770 1022Mental Health Center and Psychiatric Laboratory, West China Hospital, Sichuan University, No. 28 Dianxin South Street, Chengdu, 610041 Sichuan China
| | - Hua Yu
- grid.412901.f0000 0004 1770 1022Mental Health Center and Psychiatric Laboratory, West China Hospital, Sichuan University, No. 28 Dianxin South Street, Chengdu, 610041 Sichuan China
| | - Qiang Wang
- grid.412901.f0000 0004 1770 1022Mental Health Center and Psychiatric Laboratory, West China Hospital, Sichuan University, No. 28 Dianxin South Street, Chengdu, 610041 Sichuan China
| | - Wei Deng
- grid.412901.f0000 0004 1770 1022Mental Health Center and Psychiatric Laboratory, West China Hospital, Sichuan University, No. 28 Dianxin South Street, Chengdu, 610041 Sichuan China
| | - Lian-sheng Zhao
- grid.412901.f0000 0004 1770 1022Mental Health Center and Psychiatric Laboratory, West China Hospital, Sichuan University, No. 28 Dianxin South Street, Chengdu, 610041 Sichuan China
| | - Xiao-hong Ma
- grid.412901.f0000 0004 1770 1022Mental Health Center and Psychiatric Laboratory, West China Hospital, Sichuan University, No. 28 Dianxin South Street, Chengdu, 610041 Sichuan China
| | - Ming-li Li
- grid.412901.f0000 0004 1770 1022Mental Health Center and Psychiatric Laboratory, West China Hospital, Sichuan University, No. 28 Dianxin South Street, Chengdu, 610041 Sichuan China
| | - Jia-jun Xu
- grid.412901.f0000 0004 1770 1022Mental Health Center and Psychiatric Laboratory, West China Hospital, Sichuan University, No. 28 Dianxin South Street, Chengdu, 610041 Sichuan China
| | - Jing Li
- grid.412901.f0000 0004 1770 1022Mental Health Center and Psychiatric Laboratory, West China Hospital, Sichuan University, No. 28 Dianxin South Street, Chengdu, 610041 Sichuan China
| | - Yan-song Liu
- grid.263761.70000 0001 0198 0694Department of Clinical Psychology, Suzhou Psychiatric Hospital, The Affiliated Guangji Hospital of Soochow University, Suzhou, Jiangsu China
| | - Zhen Tang
- grid.263761.70000 0001 0198 0694Department of Clinical Psychology, Suzhou Psychiatric Hospital, The Affiliated Guangji Hospital of Soochow University, Suzhou, Jiangsu China
| | - Xiang-dong Du
- grid.263761.70000 0001 0198 0694Department of Clinical Psychology, Suzhou Psychiatric Hospital, The Affiliated Guangji Hospital of Soochow University, Suzhou, Jiangsu China
| | - Jeremy W. Coid
- grid.412901.f0000 0004 1770 1022Mental Health Center and Psychiatric Laboratory, West China Hospital, Sichuan University, No. 28 Dianxin South Street, Chengdu, 610041 Sichuan China
| | - Andrew J. Greenshaw
- grid.17089.370000 0001 2190 316XDepartment of Psychiatry, University of Alberta, Edmonton, Canada
| | - Tao Li
- grid.412901.f0000 0004 1770 1022Mental Health Center and Psychiatric Laboratory, West China Hospital, Sichuan University, No. 28 Dianxin South Street, Chengdu, 610041 Sichuan China ,grid.13291.380000 0001 0807 1581Center for Educational and Health Psychology, Sichuan University, Chengdu, People’s Republic of China
| | - Wan-jun Guo
- grid.412901.f0000 0004 1770 1022Mental Health Center and Psychiatric Laboratory, West China Hospital, Sichuan University, No. 28 Dianxin South Street, Chengdu, 610041 Sichuan China
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7
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Abdallah M, Zahr NM, Saranathan M, Honnorat N, Farrugia N, Pfefferbaum A, Sullivan EV, Chanraud S. Altered Cerebro-Cerebellar Dynamic Functional Connectivity in Alcohol Use Disorder: a Resting-State fMRI Study. THE CEREBELLUM 2021; 20:823-835. [PMID: 33655376 PMCID: PMC8413394 DOI: 10.1007/s12311-021-01241-y] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 01/31/2021] [Indexed: 12/28/2022]
Abstract
Alcohol use disorder (AUD) is widely associated with cerebellar dysfunction and altered cerebro-cerebellar functional connectivity (FC) that lead to cognitive impairments. Evidence for this association comes from resting-state functional magnetic resonance imaging (rsfMRI) studies that assess time-averaged measures of FC across the duration of a typical scan. This approach, however, precludes the assessment of potentially FC dynamics happening at faster timescales. In this study, using rsfMRI data, we aim at exploring cerebro-cerebellar FC dynamics in AUD patients (N = 18) and age- and sex-matched controls (N = 18). In particular, we quantified group-level differences in the temporal variability of FC between the posterior cerebellum and large-scale cognitive systems, and we investigated the role of the cerebellum in large-scale brain dynamics in terms of the temporal flexibility and integration of its regions. We found that, relative to controls, the AUD group exhibited significantly greater FC variability between the cerebellum and both the frontoparietal executive control (F1,31 = 7.01, p(FDR) = 0.028) and ventral attention (F1,31 = 7.35, p(FDR) = 0.028) networks. Moreover, the AUD group exhibited significantly less flexibility (F1,31 = 8.61, p(FDR) = 0.028) and greater integration (F1,31 = 9.11, p(FDR) = 0.028) in the cerebellum. Finally, in an exploratory analysis, we found distributed changes in the dynamics of canonical large-scale networks in AUD. Overall, this study brings evidence of AUD-related alterations in dynamic FC within major cerebro-cerebellar networks. This pattern has implications for explaining the development and maintenance of this disorder and improving our understating of the cerebellum's involvement in addiction.
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Affiliation(s)
- Majd Abdallah
- Aquitaine Institute of Cognitive and Integrative Neuroscience, UMR CNRS 5287, University of Bordeaux, Bordeaux, France
| | - Natalie M Zahr
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA, 94305-5723, USA.,Center for Health Sciences, SRI International, Menlo Park, CA, 94025, USA
| | | | - Nicolas Honnorat
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA, 94305-5723, USA.,Center for Health Sciences, SRI International, Menlo Park, CA, 94025, USA
| | | | - Adolf Pfefferbaum
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA, 94305-5723, USA.,Center for Health Sciences, SRI International, Menlo Park, CA, 94025, USA
| | - Edith V Sullivan
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA, 94305-5723, USA.,Center for Health Sciences, SRI International, Menlo Park, CA, 94025, USA
| | - Sandra Chanraud
- Aquitaine Institute of Cognitive and Integrative Neuroscience, UMR CNRS 5287, University of Bordeaux, Bordeaux, France. .,Laboratory of Neuroimaging and Daily Life, EPHE, PSL, Research University, Bordeaux, France.
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8
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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: 2.7] [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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9
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Delorme C, Paccoud O, Kas A, Hesters A, Bombois S, Shambrook P, Boullet A, Doukhi D, Le Guennec L, Godefroy N, Maatoug R, Fossati P, Millet B, Navarro V, Bruneteau G, Demeret S, Pourcher V. COVID-19-related encephalopathy: a case series with brain FDG-positron-emission tomography/computed tomography findings. Eur J Neurol 2020; 27:2651-2657. [PMID: 32881133 PMCID: PMC7461074 DOI: 10.1111/ene.14478] [Citation(s) in RCA: 93] [Impact Index Per Article: 23.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2020] [Accepted: 08/11/2020] [Indexed: 12/27/2022]
Abstract
Aim The aim of this paper is to describe the clinical features of COVID‐19‐related encephalopathy and their metabolic correlates using brain 2‐desoxy‐2‐fluoro‐D‐glucose (FDG)‐positron‐emission tomography (PET)/computed tomography (CT) imaging. Background and purpose A variety of neurological manifestations have been reported in association with COVID‐19. COVID‐19‐related encephalopathy has seldom been reported and studied. Methods We report four cases of COVID‐19‐related encephalopathy. The diagnosis was made in patients with confirmed COVID‐19 who presented with new‐onset cognitive disturbances, central focal neurological signs, or seizures. All patients underwent cognitive screening, brain magnetic resonance imaging (MRI), lumbar puncture, and brain 2‐desoxy‐2‐fluoro‐D‐glucose (FDG)‐positron‐emission tomography (PET)/computed tomography (CT) (FDG‐PET/CT). Results The four patients were aged 60 years or older, and presented with various degrees of cognitive impairment, with predominant frontal lobe impairment. Two patients presented with cerebellar syndrome, one patient had myoclonus, one had psychiatric manifestations, and one had status epilepticus. The delay between first COVID‐19 symptoms and onset of neurological symptoms was between 0 and 12 days. None of the patients had MRI features of encephalitis nor significant cerebrospinal fluid (CSF) abnormalities. SARS‐CoV‐2 RT‐PCR in the CSF was negative for all patients. All patients presented with a consistent brain FDG‐PET/CT pattern of abnormalities, namely frontal hypometabolism and cerebellar hypermetabolism. All patients improved after immunotherapy. Conclusions Despite varied clinical presentations, all patients presented with a consistent FDG‐PET pattern, which may reflect an immune mechanism.
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Affiliation(s)
- C Delorme
- Department of Neurology, Sorbonne University, Assistance Publique des Hôpitaux de Paris (AP-HP), University Hospitals - Pitié-Salpêtrière Charles Foix, Paris, France
| | - O Paccoud
- Department of Infectious and Tropical diseases, Sorbonne University, AP-HP, University Hospitals Pitié-Salpêtrière Charles Foix, Paris, France
| | - A Kas
- Nuclear Medicine and LIB Department, Sorbonne University, AP-HP, University Hospitals Pitié-Salpêtrière Charles Foix, INSERM U1146, Paris, France
| | - A Hesters
- Department of Neurology, Sorbonne University, Assistance Publique des Hôpitaux de Paris (AP-HP), University Hospitals - Pitié-Salpêtrière Charles Foix, Paris, France
| | - S Bombois
- Department of Neurology, Sorbonne University, Assistance Publique des Hôpitaux de Paris (AP-HP), University Hospitals - Pitié-Salpêtrière Charles Foix, Paris, France
| | - P Shambrook
- Department of Neurology, Sorbonne University, Assistance Publique des Hôpitaux de Paris (AP-HP), University Hospitals - Pitié-Salpêtrière Charles Foix, Paris, France
| | - A Boullet
- Department of Neurology, Sorbonne University, Assistance Publique des Hôpitaux de Paris (AP-HP), University Hospitals - Pitié-Salpêtrière Charles Foix, Paris, France
| | - D Doukhi
- Department of Neurology, Sorbonne University, Assistance Publique des Hôpitaux de Paris (AP-HP), University Hospitals - Pitié-Salpêtrière Charles Foix, Paris, France
| | - L Le Guennec
- Department of Neurology, Sorbonne University, Assistance Publique des Hôpitaux de Paris (AP-HP), University Hospitals - Pitié-Salpêtrière Charles Foix, Paris, France
| | - N Godefroy
- Department of Infectious and Tropical diseases, Sorbonne University, AP-HP, University Hospitals Pitié-Salpêtrière Charles Foix, Paris, France
| | - R Maatoug
- Department of adult Psychiatry, Sorbonne University, AP-HP, University Hospitals Pitié-Salpêtrière Charles Foix, Paris, France
| | - P Fossati
- Department of adult Psychiatry, Sorbonne University, AP-HP, University Hospitals Pitié-Salpêtrière Charles Foix, Paris, France
| | - B Millet
- Department of adult Psychiatry, Sorbonne University, AP-HP, University Hospitals Pitié-Salpêtrière Charles Foix, Paris, France
| | - V Navarro
- Department of Neurophysiology, Sorbonne University, AP-HP, University Hospitals Pitié-Salpêtrière Charles Foix, Paris, France
| | - G Bruneteau
- Department of Neurology, Sorbonne University, Assistance Publique des Hôpitaux de Paris (AP-HP), University Hospitals - Pitié-Salpêtrière Charles Foix, Paris, France
| | - S Demeret
- Department of Neurology, Sorbonne University, Assistance Publique des Hôpitaux de Paris (AP-HP), University Hospitals - Pitié-Salpêtrière Charles Foix, Paris, France
| | - V Pourcher
- Department of Infectious and Tropical diseases, Sorbonne University, AP-HP, University Hospitals Pitié-Salpêtrière Charles Foix, Paris, France.,Pierre Louis Institute of Epidemiology and Public Health, Sorbonne University, INSERM 1136, Paris, France
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10
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Kim J, Cho H, Kim J, Kim A, Kang Y, Kang W, Choi KW, Ham BJ, Han KM, Tae WS. Changes in cortical thickness and volume of cerebellar subregions in patients with bipolar disorders. J Affect Disord 2020; 271:74-80. [PMID: 32479334 DOI: 10.1016/j.jad.2020.03.087] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/20/2019] [Revised: 01/26/2020] [Accepted: 03/25/2020] [Indexed: 02/06/2023]
Abstract
BACKGROUND Numerous studies have suggested that structural changes in the cerebellum are implicated in the pathophysiology of bipolar disorder (BD). We aimed to investigate differences in the volume and cortical thickness of the cerebellar subregions between patients with BD and healthy controls (HCs). METHODS Ninety patients with BD and one hundred sixty-six HCs participated in this study and underwent T1-weighted structural magnetic resonance imaging. We analyzed the volume and cortical thickness of each cerebellar hemisphere divided into 12 subregions using T1-weighted images of participants. One-way analysis of covariance was used to evaluate differences between the groups, with age, sex, medication, and total intracranial cavity volume used as covariates. RESULTS The BD group had significantly increased cortical thickness of the cerebellum in all cerebellar subregions compared to the HC group. The cortical thicknesses of the whole cerebellum and each hemisphere were also significantly thicker in the BD group than in the HC group. The volume of the left lobule IX was significantly lower in patients with BD than in HCs, whereas no significant differences in the volumes were observed in the other subregions. LIMITATIONS Our cross-sectional design cannot provide a causal relationship between the increased cortical thickness of the cerebellum and the risk of BD. CONCLUSIONS We observed widespread and significant cortical thickening in all the cerebellar subregions. Our results provide evidence for the involvement of the cerebellum in BD. Further studies are required to integrate neurobiological evidence and structural brain imaging to elucidate the pathophysiology of BD.
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Affiliation(s)
- Jooyeon Kim
- Department of Medicine, Korea University College of Medicine, Seoul, Republic of Korea
| | - Heejoon Cho
- Department of Medicine, Korea University College of Medicine, Seoul, Republic of Korea
| | - Jinha Kim
- Department of Medicine, Korea University College of Medicine, Seoul, Republic of Korea
| | - Aram Kim
- Department of Biomedical Sciences, Korea University College of Medicine, Seoul, Republic of Korea
| | - Youbin Kang
- Department of Biomedical Sciences, Korea University College of Medicine, Seoul, Republic of Korea
| | - Wooyoung Kang
- Department of Biomedical Sciences, Korea University College of Medicine, Seoul, Republic of Korea
| | - Kwan Woo Choi
- Department of Psychiatry, Korea University College of Medicine, Seoul, Republic of Korea
| | - Byung-Joo Ham
- Department of Psychiatry, Korea University College of Medicine, Seoul, Republic of Korea; Brain Convergence Research Center, Korea University Anam Hospital, Seoul, Republic of Korea
| | - Kyu-Man Han
- Department of Psychiatry, Korea University College of Medicine, Seoul, Republic of Korea.
| | - Woo-Suk Tae
- Brain Convergence Research Center, Korea University Anam Hospital, Seoul, Republic of Korea.
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