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Hechler A, Kuchling J, Müller-Jensen L, Klag J, Paul F, Prüss H, Finke C. Hippocampal hub failure is linked to long-term memory impairment in anti-NMDA-receptor encephalitis: insights from structural connectome graph theoretical network analysis. J Neurol 2024:10.1007/s00415-024-12545-4. [PMID: 38977462 DOI: 10.1007/s00415-024-12545-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2024] [Revised: 06/22/2024] [Accepted: 06/26/2024] [Indexed: 07/10/2024]
Abstract
BACKGROUND Anti-N-methyl-D-aspartate receptor (NMDAR) encephalitis is characterized by distinct structural and functional brain alterations, predominantly affecting the medial temporal lobes and the hippocampus. Structural connectome analysis with graph-based investigations of network properties allows for an in-depth characterization of global and local network changes and their relationship with clinical deficits in NMDAR encephalitis. METHODS Structural networks from 61 NMDAR encephalitis patients in the post-acute stage (median time from acute hospital discharge: 18 months) and 61 age- and sex-matched healthy controls (HC) were analyzed using diffusion-weighted imaging (DWI)-based probabilistic anatomically constrained tractography and volumetry of a selection of subcortical and white matter brain volumes was performed. We calculated global, modular, and nodal graph measures with special focus on default-mode network, medial temporal lobe, and hippocampus. Pathologically altered metrics were investigated regarding their potential association with clinical course, disease severity, and cognitive outcome. RESULTS Patients with NMDAR encephalitis showed regular global graph metrics, but bilateral reductions of hippocampal node strength (left: p = 0.049; right: p = 0.013) and increased node strength of right precuneus (p = 0.013) compared to HC. Betweenness centrality was decreased for left-sided entorhinal cortex (p = 0.042) and left caudal middle frontal gyrus (p = 0.037). Correlation analyses showed a significant association between reduced left hippocampal node strength and verbal long-term memory impairment (p = 0.021). We found decreased left (p = 0.013) and right (p = 0.001) hippocampal volumes that were associated with hippocampal node strength (left p = 0.009; right p < 0.001). CONCLUSIONS Focal network property changes of the medial temporal lobes indicate hippocampal hub failure that is associated with memory impairment in NMDAR encephalitis at the post-acute stage, while global structural network properties remain unaltered. Graph theory analysis provides new pathophysiological insight into structural network changes and their association with persistent cognitive deficits in NMDAR encephalitis.
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Affiliation(s)
- André Hechler
- Berlin School of Mind and Brain, Humboldt-Universität zu Berlin, Berlin, Germany
- TUM-Neuroimaging Center, Technische Universitaet Muenchen, Munich, Germany
| | - Joseph Kuchling
- Department of Neurology and Experimental Neurology, Charité, Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Charitéplatz 1, 10117, Berlin, Germany
- Experimental and Clinical Research Center, Max Delbrueck Center for Molecular Medicine and Charité, Universitätsmedizin Berlin, Berlin, Germany
| | - Leonie Müller-Jensen
- Department of Neurology and Experimental Neurology, Charité, Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Charitéplatz 1, 10117, Berlin, Germany
| | - Johanna Klag
- Department of Neurology and Experimental Neurology, Charité, Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Charitéplatz 1, 10117, Berlin, Germany
| | - Friedemann Paul
- Department of Neurology and Experimental Neurology, Charité, Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Charitéplatz 1, 10117, Berlin, Germany
- Experimental and Clinical Research Center, Max Delbrueck Center for Molecular Medicine and Charité, Universitätsmedizin Berlin, Berlin, Germany
- Neurocure Cluster of Excellence, NeuroCure Clinical Research Center, Charité, Berlin Institute of Health, Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Berlin, Germany
| | - Harald Prüss
- Department of Neurology and Experimental Neurology, Charité, Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Charitéplatz 1, 10117, Berlin, Germany
- German Center for Neurodegenerative Diseases (DZNE), Berlin, Berlin, Germany
| | - Carsten Finke
- Berlin School of Mind and Brain, Humboldt-Universität zu Berlin, Berlin, Germany.
- Department of Neurology and Experimental Neurology, Charité, Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Charitéplatz 1, 10117, Berlin, Germany.
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Fan B, Zhou X, Pang L, Long Q, Lv C, Zheng J. Aberrant functional hubs and related networks attributed to cognitive impairment in patients with anti‑N‑methyl‑D‑aspartate receptor encephalitis. Biomed Rep 2024; 21:104. [PMID: 38827495 PMCID: PMC11140295 DOI: 10.3892/br.2024.1792] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2023] [Accepted: 03/06/2024] [Indexed: 06/04/2024] Open
Abstract
Anti-N-methyl-D-aspartate receptor (anti-NMDAR) encephalitis results in severe neuropsychiatric symptoms and persistent cognitive impairment; however, the underlying mechanism is still not fully understood. The present study utilized the degree centrality (DC), functional connectivity (FC) and multivariate pattern analysis (MVPA) to further explore neurofunctional symptoms in patients with anti-NMDAR encephalitis. A total of 29 patients with anti-NMDAR encephalitis and 26 healthy controls (HCs) were enrolled for neuropsychological assessment and resting-state functional MRI (rs-fMRI) scans. DC, FC and MVPA were examined to investigate cerebral functional activity and distinguish neuroimaging characteristics between the patient and HC groups based on the rs-fMRI data. Compared with the HCs, the patients exhibited cognitive deficits, anxiety and depression. In the DC analysis, the patients exhibited significantly decreased DC strength in the left rectus gyrus, left caudate nucleus (LCN) and bilateral superior medial frontal gyrus, as well as increased DC strength in the cerebellar anterior lobe, compared with the HCs. In the subsequent FC analysis, the LCN showed decreased FC strength in the bilateral middle frontal gyrus and right precuneus. Furthermore, correlation analysis indicated that disrupted cerebral functional activity was significantly correlated with the alerting effect and Hamilton Depression Scale score. Using DC maps and receiver operating characteristic curve analysis, the MVPA classifier exhibited an area under curve of 0.79, and the accuracy classification rate was 76.36%, with a sensitivity of 79.31% and a specificity of 78.18%. The present study revealed that the disrupted functional activity of hub and related networks in the cerebellum, including the default mode network and executive control network, contributed to deficits in cognition and emotion in patients with anti-NMDAR encephalitis. In conclusion, the present study provided imaging evidence and primary diagnostic markers for pathological and compensatory mechanisms of anti-NMDAR encephalitis, with the aim of improving the understanding of this disease.
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Affiliation(s)
- Binglin Fan
- Department of Neurology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region 530021, P.R. China
| | - Xia Zhou
- Department of Neurology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region 530021, P.R. China
| | - Linlin Pang
- Department of Neurology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region 530021, P.R. China
| | - Qijia Long
- Department of Neurology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region 530021, P.R. China
| | - Caitiao Lv
- Department of Neurology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region 530021, P.R. China
| | - Jinou Zheng
- Department of Neurology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region 530021, P.R. China
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Keane BP, Abrham Y, Cole MW, Johnson BA, Hu B, Cocuzza CV. Functional dysconnectivity of visual and somatomotor networks yields a simple and robust biomarker for psychosis. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.06.14.24308836. [PMID: 38946974 PMCID: PMC11213076 DOI: 10.1101/2024.06.14.24308836] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/02/2024]
Abstract
People with psychosis exhibit thalamo-cortical hyperconnectivity and cortico-cortical hypoconnectivity with sensory networks, however, it remains unclear if this applies to all sensory networks, whether it arises from other illness factors, or whether such differences could form the basis of a viable biomarker. To address the foregoing, we harnessed data from the Human Connectome Early Psychosis Project and computed resting-state functional connectivity (RSFC) matrices for 54 healthy controls and 105 psychosis patients. Primary visual, secondary visual ("visual2"), auditory, and somatomotor networks were defined via a recent brain network partition. RSFC was determined for 718 regions via regularized partial correlation. Psychosis patients-both affective and non-affective-exhibited cortico-cortical hypoconnectivity and thalamo-cortical hyperconnectivity in somatomotor and visual2 networks but not in auditory or primary visual networks. When we averaged the visual2 and somatomotor network connections and subtracted the thalamo-cortical and cortico-cortical connectivity values, a robust psychosis biomarker emerged (p=2e-10, Hedges' g=1.05). This "somato-visual" biomarker was present in antipsychotic-naive patients and did not depend on confounds such as psychiatric comorbidities, substance/nicotine use, stress, or anxiety. It had moderate test-retest reliability (ICC=.61) and could be recovered in five-minute scans. The marker could discriminate groups in leave-one-site-out cross-validation (AUC=.79) and improve group classification upon being added to a well-known neurocognition task. Finally, it could differentiate later-stage psychosis patients from healthy or ADHD controls in two independent data sets. These results introduce a simple and robust RSFC biomarker that can distinguish psychosis patients from controls by the early illness stages.
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Affiliation(s)
- Brian P Keane
- Departments of Psychiatry and Neuroscience, University of Rochester Medical Center, 430 Elmwood Ave, Rochester, NY 14642, USA
- Center for Visual Science, University of Rochester, 601 Elmwood Ave, P.O. Box 319, Rochester, NY 14642, USA
- Department of Brain & Cognitive Science, University of Rochester, 358 Meliora Hall P.O. Box 270268, Rochester, NY 14627-0268, USA
| | - Yonatan Abrham
- Center for Visual Science, University of Rochester, 601 Elmwood Ave, P.O. Box 319, Rochester, NY 14642, USA
- Department of Brain & Cognitive Science, University of Rochester, 358 Meliora Hall P.O. Box 270268, Rochester, NY 14627-0268, USA
| | - Michael W Cole
- Center for Molecular and Behavioral Neuroscience, Rutgers, The State University of New Jersey, 197 University Ave, 07102, USA
| | - Brent A Johnson
- Department of Biostatistics, University of Rochester Medical Center, 601 Elmwood Ave, Rochester, NY, USA
| | - Boyang Hu
- Department of Brain & Cognitive Science, University of Rochester, 358 Meliora Hall P.O. Box 270268, Rochester, NY 14627-0268, USA
| | - Carrisa V Cocuzza
- Department of Psychology, Yale University, 100 College St, New Haven, CT 06510, USA
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Giri YR, Parrill A, Damodar S, Fogel J, Ayed N, Syed M, Korie I, Ayyanar S, Typhair C, Hashmi S, Giri BB. Anti-N-methyl-D-aspartate receptor encephalitis in adults: a systematic review and analysis. NEUROPSYCHIATRIE : KLINIK, DIAGNOSTIK, THERAPIE UND REHABILITATION : ORGAN DER GESELLSCHAFT OSTERREICHISCHER NERVENARZTE UND PSYCHIATER 2024; 38:92-101. [PMID: 37548868 DOI: 10.1007/s40211-023-00478-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Accepted: 07/01/2023] [Indexed: 08/08/2023]
Abstract
PURPOSE To analyze predictors of treatment outcome for anti-N-methyl-D-aspartate receptor (NMDAR) encephalitis in adults. METHODS We performed a comprehensive literature search of PubMed, PsycInfo, and OVID. We included 424 patients from case reports and case series. Demographics, anti-NMDAR antibodies, prodromal and presenting symptoms, diagnostic workup, and treatment variables were recorded. Inferential analyses were performed in the subset (n = 299) of those with known treatment outcomes. Multivariate multinomial logistic regression analysis for treatment outcome compared full recovery versus partial recovery and full recovery versus death. RESULTS Treatment outcomes consisted of 34.67% full recovery (n = 147), 30.90% partial recovery (n = 131), 4.95% death (n = 21), and 29.48% unknown (n = 125). Speech/language abnormality and abnormal electroencephalogram (EEG) were each significantly associated with a higher relative risk for a full recovery. Treatment with intravenous immunoglobulin and plasmapheresis were each significantly associated with a higher relative risk for partial recovery. The analysis comparing death to full recovery found that catatonia was significantly associated with a lower relative risk for death. Increased age, orofacial dyskinesia, and no tumor removal were each significantly associated with a higher relative risk for death. CONCLUSION Increased age, orofacial dyskinesia, and no tumor removal were associated with a higher relative risk for death in anti-NMDAR encephalitis in adults. Clinicians should monitor and appropriately treat anti-NMDAR encephalitis with these findings to minimize the risk of death.
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Affiliation(s)
- Yam R Giri
- Department of Psychiatry and Behavioral Sciences, Nassau University Medical Center, Hempstead Turnpike, 2201, East Meadow, NY, USA.
| | - Allison Parrill
- Lake Erie College of Osteopathic Medicine, 1858 W Grandview Blvd, Erie, PA, USA
| | - Sreedevi Damodar
- College of Medicine, Department of Psychiatry, University of Central Florida, Gainesville, FL, USA
| | - Joshua Fogel
- Department of Business Management, Brooklyn College, Brooklyn, NY, USA
| | - Nisrin Ayed
- Ascension Maccomb-Oakland Hospital, Warren, MI, USA
| | | | | | - Sivaranjani Ayyanar
- Department of Psychiatry and Behavioral Sciences, Nassau University Medical Center, Hempstead Turnpike, 2201, East Meadow, NY, USA
| | | | - Seema Hashmi
- Department of Psychiatry and Behavioral Sciences, Nassau University Medical Center, Hempstead Turnpike, 2201, East Meadow, NY, USA
| | - Bom B Giri
- Xuzhou Medical University, Xuzhou, Jiangsu, China
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Yang Y, Fu S, Jiang G, Xu G, Tian J, Ma X. Functional connectivity changes of the hippocampal subregions in anti-N-methyl-D-aspartate receptor encephalitis. Brain Imaging Behav 2024; 18:686-697. [PMID: 38363500 DOI: 10.1007/s11682-024-00852-3] [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] [Accepted: 01/07/2024] [Indexed: 02/17/2024]
Abstract
The hippocampus plays an important role in the pathophysiological mechanism of Anti-N-methyl-D-aspartate receptor (anti-NMDAR) encephalitis. Nevertheless, the connection between the resting-state activity of the hippocampal subregions and neuropsychiatric disorders in patients remains unclear. This study aimed to explore the changes in functional connectivity (FC) in the hippocampal subregions of patients with anti-NMDAR encephalitis and its association with clinical symptoms and cognitive performance. Twenty-three patients with anti-NMDAR encephalitis and 23 healthy controls (HC) were recruited. All participants underwent resting-state functional magnetic resonance imaging (rs-fMRI) scans and completed clinical cognitive scales. Based on the Brainnetome Atlas, the rostral (anterior) and caudal (posterior) hippocampi of both the left and right hemispheres were selected as regions of interest (ROIs) for FC analysis. First, a one-sample t-test was used to observe the whole-brain connectivity distribution of hippocampal subregions within the patient and HC groups at a threshold of p < 0.05. The two-sample t-test was used to compare the differences in hippocampal ROIs connectivity between groups, followed by a partial correlation analysis between the FC values of brain regions with statistical differences and clinical variables. This study observed that the distribution of whole-brain functional connectivity in the rostral and caudal hippocampi aligned with the connectivity differences between the anterior and posterior hippocampi. Compared to the HC group, the patients showed significantly decreased FC between the bilateral rostral hippocampus and the left inferior orbitofrontal gyrus and between the right rostral hippocampus and the right cerebellum. However, a significant increase in FC was observed between the right rostral hippocampus and left superior temporal gyrus, the left caudal hippocampus and right superior frontal gyrus, and the right caudal hippocampus and left gyrus rectus. Partial correlation analysis showed that FC between the left inferior orbitofrontal gyrus and the right rostral hippocampus was significantly negatively correlated with the California Verbal Learning Test (CVLT) and Brief Visuospatial Memory Test (BVMT) scores. The FC between the right rostral hippocampus and the left superior temporal gyrus was negatively correlated with BVMT scores. FC abnormalities in the hippocampal subregions of patients with anti-NMDAR encephalitis were associated with cognitive impairment, emotional changes, and seizures. These results may help explain the pathophysiological mechanisms and clinical manifestations of anti-NMDAR encephalitis and NMDAR dysfunction-related diseases such as schizophrenia.
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Affiliation(s)
- Yujie Yang
- The Second School of Clinical Medicine, Southern Medial University, Guangzhou City, Guangdong province, PR China
- Department of Nuclear Medicine, Guangdong Second Provincial General Hospital, No. 466 Road Xingang, Guangzhou, 510317, P. R. China
| | - Shishun Fu
- Department of Nuclear Medicine, Guangdong Second Provincial General Hospital, No. 466 Road Xingang, Guangzhou, 510317, P. R. China
| | - Guihua Jiang
- Department of Nuclear Medicine, Guangdong Second Provincial General Hospital, No. 466 Road Xingang, Guangzhou, 510317, P. R. China
| | - Guang Xu
- Department of Neurology, Guangdong Second Provincial General Hospital, No.466 Road Xingang, Guangzhou, 510317, P. R. China
| | - Junzhang Tian
- Department of Nuclear Medicine, Guangdong Second Provincial General Hospital, No. 466 Road Xingang, Guangzhou, 510317, P. R. China.
| | - Xiaofen Ma
- Department of Nuclear Medicine, Guangdong Second Provincial General Hospital, No. 466 Road Xingang, Guangzhou, 510317, P. R. China.
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Su Y, Wang Z, Li Y, Wang M. The potential role of tACS in improving cognitive dysfunction associated with anti-NMDAR encephalitis. Asian J Psychiatr 2024; 95:104001. [PMID: 38518536 DOI: 10.1016/j.ajp.2024.104001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/11/2024] [Revised: 03/03/2024] [Accepted: 03/06/2024] [Indexed: 03/24/2024]
Affiliation(s)
- Yang Su
- Department of Laboratory Medicine, West China Hospital of Sichuan University, Chengdu, China
| | - Zhiyin Wang
- West China School of Medicine, Sichuan University, Chengdu, China
| | - Yi Li
- Department of Laboratory Medicine, West China Hospital of Sichuan University, Chengdu, China
| | - Minjin Wang
- Department of Laboratory Medicine, West China Hospital of Sichuan University, Chengdu, China; Department of Neurology, West China Hospital of Sichuan University, China.
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Wang X, Yin Y, Wang X, Xu G, Tian J, Ma X. White matter microstructural alterations in patients with anti-N-methyl-D-aspartate receptor encephalitis: A tract-based spatial statistics study. Mult Scler Relat Disord 2024; 84:105500. [PMID: 38368748 DOI: 10.1016/j.msard.2024.105500] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2023] [Revised: 02/05/2024] [Accepted: 02/11/2024] [Indexed: 02/20/2024]
Abstract
BACKGROUND Cognitive impairment is common in patients with anti-N-methyl-D-aspartate receptor (anti-NMDAR) encephalitis; however, neural mechanisms underlying this impairment remain unclear. Diffusion tensor imaging (DTI) is a potential method for studying the condition of white matter fibers in patients with anti-NMDAR encephalitis, allowing for an analysis of the neuroimaging mechanisms of cognitive impairment in conjunction with cognitive scales. This study aimed to explore white matter microstructural alterations and their correlation with cognitive function in patients with anti-NMDAR encephalitis. METHODS DTI data were collected from 22 patients with anti-NMDAR encephalitis (aged 29.00(19.75, 39.50) years; 12 males, 10 females) and 20 healthy controls (HCs) (aged 24.50(21.25, 32.00); 12 males, 8 females) matched for age, sex, and educational level. Changes in the white matter microstructure were analyzed using tract-based spatial statistics. Pearson correlation analysis was used to explore the correlation between white matter integrity and neuropsychological scores. RESULTS Compared with HCs, patients with anti-NMDAR encephalitis showed decreased fractional anisotropy and increased mean diffusivity values in extensive white matter regions, which were associated with disease severity, memory, and executive and visuospatial functions. CONCLUSION Widespread impairment of the structural integrity of the white matter in the brain is significantly associated with cognitive dysfunction in patients with anti-NMDAR encephalitis, providing neuroimaging evidence for studying the underlying mechanisms.
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Affiliation(s)
- Xiaoxuan Wang
- Department of Nuclear Medicine, The Affiliated Guangdong Second Provincial General Hospital of Jinan University, Guangzhou 510317, PR China
| | - Yi Yin
- Department of Medical imaging, The Affiliated Guangdong Second Provincial General Hospital of Jinan University, Guangzhou, PR China
| | - Xinzhi Wang
- Department of Medical imaging, The Affiliated Guangdong Second Provincial General Hospital of Jinan University, Guangzhou, PR China
| | - Guang Xu
- Department of Neurology, The Affiliated Guangdong Second Provincial General Hospital of Jinan University, Guangzhou, PR China
| | - Junzhang Tian
- Department of Nuclear Medicine, The Affiliated Guangdong Second Provincial General Hospital of Jinan University, Guangzhou 510317, PR China; The Second School of Clinical Medicine, Southern Medial University, Guangzhou, PR China
| | - Xiaofen Ma
- Department of Nuclear Medicine, The Affiliated Guangdong Second Provincial General Hospital of Jinan University, Guangzhou 510317, PR China; The Second School of Clinical Medicine, Southern Medial University, Guangzhou, PR China.
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Hartung TJ, Cooper G, Jünger V, Komnenić D, Ryan L, Heine J, Chien C, Paul F, Prüss H, Finke C. The T1-weighted/T2-weighted ratio as a biomarker of anti-NMDA receptor encephalitis. J Neurol Neurosurg Psychiatry 2024; 95:366-373. [PMID: 37798094 PMCID: PMC10958321 DOI: 10.1136/jnnp-2023-332069] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/21/2023] [Accepted: 09/21/2023] [Indexed: 10/07/2023]
Abstract
BACKGROUND Anti-N-methyl-D-aspartate receptor (NMDAR) encephalitis rarely causes visible lesions in conventional MRI, yet advanced imaging detects extensive white matter damage. To improve prognostic capabilities, we evaluate the T1-weighted/T2-weighted (T1w/T2w) ratio, a measure of white matter integrity computable from clinical MRI sequences, in NMDAR encephalitis and examine its associations with cognitive impairment. METHODS T1-weighted and T2-weighted MRI were acquired cross-sectionally at 3 Tesla in 53 patients with NMDAR encephalitis (81% women, mean age 29 years) and 53 matched healthy controls. Quantitative and voxel-wise group differences in T1w/T2w ratios and associations with clinical and neuropsychological outcomes were assessed. P-values were false discovery rate (FDR) adjusted where multiple tests were conducted. RESULTS Patients with NMDAR encephalitis had significantly lower T1w/T2w ratios across normal appearing white matter (p=0.009, Hedges' g=-0.51), which was associated with worse verbal episodic memory performance (r=0.39, p=0.005, p(FDR)=0.026). White matter integrity loss was observed in the corticospinal tract, superior longitudinal fascicle, optic radiation and callosal body with medium to large effects (Cohen's d=[0.42-1.17]). In addition, patients showed decreased T1w/T2w ratios in the hippocampus (p=0.002, p(FDR)=0.005, Hedges' g=-0.62), amygdala (p=0.002, p(FDR)=0.005, Hedges' g=-0.63) and thalamus (p=0.010, p(FDR)=0.019, Hedges' g=-0.51). CONCLUSIONS The T1w/T2w ratio detects microstructural changes in grey and white matter of patients with NMDAR encephalitis that correlate with cognitive performance. Computable from conventional clinical MRI sequences, this measure shows promise in bridging the clinico-radiological dissociation in NMDAR encephalitis and could serve as an imaging outcome measure in clinical trials.
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Affiliation(s)
- Tim Julian Hartung
- Department of Neurology and Experimental Neurology, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Graham Cooper
- Department of Neurology and Experimental Neurology, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Valentin Jünger
- Experimental and Clinical Research Center, Max Delbrueck Center for Molecular Medicine and Charité - Universitätsmedizin Berlin, Berlin, Germany
- Neuroscience Clinical Research Center (NCRC), Charité - Universitätsmedizin Berlin, Berlin, Germany
- Department of Neuroradiology, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Darko Komnenić
- Department of Neurology and Experimental Neurology, Charité - Universitätsmedizin Berlin, Berlin, Germany
- Berlin School of Mind and Brain, Humboldt-Universität zu Berlin, Berlin, Germany
| | - Lara Ryan
- Berlin School of Mind and Brain, Humboldt-Universität zu Berlin, Berlin, Germany
- Einstein Center for Neurosciences Berlin, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Josephine Heine
- Department of Neurology and Experimental Neurology, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Claudia Chien
- Experimental and Clinical Research Center, Max Delbrueck Center for Molecular Medicine and Charité - Universitätsmedizin Berlin, Berlin, Germany
- Neuroscience Clinical Research Center (NCRC), Charité - Universitätsmedizin Berlin, Berlin, Germany
- Medizinische Klinik m.S. Psychosomatik, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Friedemann Paul
- Experimental and Clinical Research Center, Max Delbrueck Center for Molecular Medicine and Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Harald Prüss
- Department of Neurology and Experimental Neurology, Charité - Universitätsmedizin Berlin, Berlin, Germany
- German Center for Neurodegenerative Diseases (DZNE) Berlin, Berlin, Germany
| | - Carsten Finke
- Department of Neurology and Experimental Neurology, Charité - Universitätsmedizin Berlin, Berlin, Germany
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Miao A, Wang K. Contribution of cerebrospinal fluid antibody titers and sex to acute cerebral blood flow in patients with anti-NMDAR autoimmune encephalitis. Front Immunol 2024; 15:1299898. [PMID: 38495877 PMCID: PMC10940436 DOI: 10.3389/fimmu.2024.1299898] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2023] [Accepted: 02/13/2024] [Indexed: 03/19/2024] Open
Abstract
Objective The objective of this study was to elucidate the contribution of cerebrospinal fluid (CSF) antibody titers (AT) and sex to acute cerebral blood flow (CBF) in patients diagnosed with anti-N-methyl-d-aspartate receptor autoimmune encephalitis (NMDAR AE). Methods Forty-five patients diagnosed with NMDAR AE were recruited from December 2016 to January 2023. The acute CBF in patients with NMDAR AE at the early stage of the disease was analyzed using arterial spin labeling. The groups were compared based on CSF AT and sex. The connectivity of the CBF in the region of interest was also compared between groups. Results The patients with different CSF AT exhibited varied brain regions with CBF abnormalities compared to the healthy subjects (p = 0.001, cluster-level FWE corrected). High antibody titers (HAT) in CSF contributed to more brain regions with CBF alterations in female patients than in female patients with low antibody titers (LAT) in CSF (p = 0.001, cluster-level FWE corrected). Female patients with HAT in CSF displayed more decreased CBF in the left post cingulum gyrus, left precuneus, left calcarine, and left middle cingulum gyrus than the male patients with the same AT in CSF (p = 0.001, cluster-level FWE corrected). All patients with NMDAR AE showed increased CBF in the left putamen (Putamen_L) and left amygdala (Amygdala_L) and decreased CBF in the right precuneus (Precuneus_R), which suggests that these are diagnostic CBF markers for NMDAR AE. Conclusion CSF AT and sex contributed to CBF abnormalities in the patients diagnosed with NMDAR AE. Altered CBF might potentially serve as the diagnostic marker for NMDAR AE.
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Affiliation(s)
- Ailiang Miao
- Department of Neurology, The First Affiliated Hospital of Anhui Medical University, Hefei, China
- Department of Neurology, The Affiliated Brain Hospital of Nanjing Medical University, Jiangsu, Nanjing, China
| | - Kai Wang
- Department of Neurology, The First Affiliated Hospital of Anhui Medical University, Hefei, China
- School of Mental Health and Psychological Sciences, Anhui Medical University, Hefei, China
- Institute of Artificial Intelligence, Hefei Comprehensive National Science Center, Hefei, China
- Anhui Province Key Laboratory of Cognition and Neuropsychiatric Disorders, Hefei, China
- Collaborative Innovation Center of Neuropsychiatric Disorders and Mental Health, Hefei, China
- Anhui Provincial Institute of Translational Medicine, Anhui Medical University, Hefei, China
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10
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Kim S, Horiuchi K, Ueda T, Boku S. Significant efficacy of electroconvulsive therapy on the behavioural symptoms of anti-N-methyl-d-aspartate receptor encephalitis. BMJ Case Rep 2024; 17:e258460. [PMID: 38307623 PMCID: PMC10840053 DOI: 10.1136/bcr-2023-258460] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2024] Open
Abstract
SummaryThe common features of anti-N-methyl-d-aspartate (NMDA) receptor encephalitis are neuropsychiatric symptoms that are often challenging, treatment refractory and take years to recover. Electroconvulsive therapy (ECT) is effective in treating these symptoms in the acute phase, including catatonia and psychiatric issues.We describe the case of a man in his 30s with anti-NMDA receptor encephalitis characterised by neuropsychiatric features and treatment-refractory impulsivity, who was successfully treated with ECT. This case suggests that ECT use for behavioural symptoms can be associated with a significant response and may contribute to faster recovery from the disease.
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Affiliation(s)
- Saehyeon Kim
- Department of Psychiatry, Kobe University Graduate School of Medicine, Kobe City, Hyogo, Japan
- Department of Family Medicine, State University of New York (SUNY) Upstate Medical University, Syracuse, New York, USA
| | - Kohei Horiuchi
- Department of Medicine, Icahn School of Medicine at Mount Sinai, Mount Sinai Beth Israel, New York, New York, USA
| | - Takehiro Ueda
- Division of Neurology, Kobe University Graduate School of Medicine, Kobe City, Hyogo, Japan
- Department of Neurology, Hyogo Prefectural Amagasaki General Medical Center, Amagasaki City, Hyogo, Japan
| | - Shuken Boku
- Department of Psychiatry, Kobe University Graduate School of Medicine, Kobe City, Hyogo, Japan
- Department of Neuropsychiatry, Kumamoto University Faculty of Life Sciences, Chuo-ku, Kumamoto, Japan
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11
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Shen S, Wei R, Gao Y, Yang X, Zhang G, Yan B, Xiao Z, Li J. Cortical atrophy in early-stage patients with anti-NMDA receptor encephalitis: a machine-learning MRI study with various feature extraction. Cereb Cortex 2024; 34:bhad499. [PMID: 38185983 DOI: 10.1093/cercor/bhad499] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2023] [Revised: 11/29/2023] [Accepted: 11/30/2023] [Indexed: 01/09/2024] Open
Abstract
Conventional brain magnetic resonance imaging (MRI) of anti-N-methyl-D-aspartate-receptor encephalitis (NMDARE) is non-specific, thus showing little differential diagnostic value, especially for MRI-negative patients. To characterize patterns of structural alterations and facilitate the diagnosis of MRI-negative NMDARE patients, we build two support vector machine models (NMDARE versus healthy controls [HC] model and NMDARE versus viral encephalitis [VE] model) based on radiomics features extracted from brain MRI. A total of 109 MRI-negative NMDARE patients in the acute phase, 108 HCs and 84 acute MRI-negative VE cases were included for training. Another 29 NMDARE patients, 28 HCs and 26 VE cases were included for validation. Eighty features discriminated NMDARE patients from HCs, with area under the receiver operating characteristic curve (AUC) of 0.963 in validation set. NMDARE patients presented with significantly lower thickness, area, and volume and higher mean curvature than HCs. Potential atrophy predominately presented in the frontal lobe (cumulative weight = 4.3725, contribution rate of 29.86%), and temporal lobe (cumulative weight = 2.573, contribution rate of 17.57%). The NMDARE versus VE model achieved certain diagnostic power, with AUC of 0.879 in validation set. Our research shows potential atrophy across the entire cerebral cortex in acute NMDARE patients, and MRI machine learning model has a potential to facilitate the diagnosis MRI-negative NMDARE.
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Affiliation(s)
- Sisi Shen
- Department of Neurology, West China Hospital of Sichuan University, 37 GuoXue Alley, Chengdu 610041, China
| | - Ran Wei
- School of Information and Communication Engineering, University of Electronic Science and Technology of China No.2006, Xiyuan Ave, West Hi-Tech Zone, 611731| Chengdu, Sichuan, P.R. China
| | - Yu Gao
- School of Information and Communication Engineering, University of Electronic Science and Technology of China No.2006, Xiyuan Ave, West Hi-Tech Zone, 611731| Chengdu, Sichuan, P.R. China
| | - Xinyuan Yang
- School of Information and Communication Engineering, University of Electronic Science and Technology of China No.2006, Xiyuan Ave, West Hi-Tech Zone, 611731| Chengdu, Sichuan, P.R. China
| | - Guoning Zhang
- School of Information and Communication Engineering, University of Electronic Science and Technology of China No.2006, Xiyuan Ave, West Hi-Tech Zone, 611731| Chengdu, Sichuan, P.R. China
| | - Bo Yan
- School of Information and Communication Engineering, University of Electronic Science and Technology of China No.2006, Xiyuan Ave, West Hi-Tech Zone, 611731| Chengdu, Sichuan, P.R. China
| | - Zhuoling Xiao
- School of Information and Communication Engineering, University of Electronic Science and Technology of China No.2006, Xiyuan Ave, West Hi-Tech Zone, 611731| Chengdu, Sichuan, P.R. China
| | - Jinmei Li
- Department of Neurology, West China Hospital of Sichuan University, 37 GuoXue Alley, Chengdu 610041, China
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12
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Kuchling J, Jurek B, Kents M, Kreye J, Geis C, Wickel J, Mueller S, Koch SP, Boehm-Sturm P, Prüss H, Finke C. Impaired functional connectivity of the hippocampus in translational murine models of NMDA-receptor antibody associated neuropsychiatric pathology. Mol Psychiatry 2024; 29:85-96. [PMID: 37875549 PMCID: PMC11078734 DOI: 10.1038/s41380-023-02303-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/10/2022] [Revised: 09/28/2023] [Accepted: 10/11/2023] [Indexed: 10/26/2023]
Abstract
Decreased hippocampal connectivity and disruption of functional networks are established resting-state functional MRI (rs-fMRI) features that are associated with neuropsychiatric symptom severity in human anti-N-methyl-D-aspartate receptor (NMDAR) encephalitis. However, the underlying pathophysiology of NMDAR encephalitis remains poorly understood. Application of patient-derived monoclonal antibodies against the NR1 (GluN1) subunit of the NMDAR now allows for the translational investigation of functional connectivity in experimental murine NMDAR antibody disease models with neurodevelopmental disorders. Using rs-fMRI, we studied functional connectivity alterations in (1) adult C57BL/6 J mice that were intrathecally injected with a recombinant human NR1 antibody over 14 days (n = 10) and in (2) a newly established mouse model with in utero exposure to a human recombinant NR1 antibody (NR1-offspring) at the age of (2a) 8 weeks (n = 15) and (2b) 10 months (n = 14). Adult NR1-antibody injected mice showed impaired functional connectivity within the left hippocampus compared to controls, resembling impaired connectivity patterns observed in human NMDAR encephalitis patients. Similarly, NR1-offspring showed significantly reduced functional connectivity in the hippocampus after 8 weeks, and impaired connectivity in the hippocampus was likewise observed in NR1-offspring at the age of 10 months. We successfully reproduced functional connectivity changes within the hippocampus in different experimental murine systems that were previously observed in human NMDAR encephalitis patients. Translational application of this method within a combined imaging and histopathological framework will allow future experimental studies to identify the underlying biological mechanisms and may eventually facilitate non-invasive monitoring of disease activity and treatment responses in autoimmune encephalitis.
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Grants
- J.Ku is participant in the BIH-Charité Junior Clinician Scientist Program
- J.Kr is participant in the BIH-Charité Clinician Scientist Program funded by the Charité – Universitätsmedizin Berlin and the Berlin Institute of Health.
- C.G. is funded by the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation: grant numbers GE2519/8-1, GE2519/9-1, FOR3004 and GE2519/11-1), by the German Ministry of Education and Research (BMBF: grant numbers 01EW1901, 01GM1908B), and receives funding from Hermann und Lilly Schilling Foundation.
- H.P. is funded by the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation: grant numbers PR 1274/2-1, PR 1274/3-1, FOR3004 and PR 1274/5-1), by the German Ministry of Education and Research (BMBF: grant numbers 01GM1908D, CONNECT-GENERATE), and by the Helmholtz Association (HIL-A03).
- C.F. is funded by the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation: grant numbers FI 2309/1-1 and FI 2309/2-1), and by the German Ministry of Education and Research (BMBF; grant numbers 01GM1908D, CONNECT-GENERATE)
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Affiliation(s)
- Joseph Kuchling
- Department of Neurology and Experimental Neurology, Charité - Universitätsmedizin Berlin, Berlin, Germany
- Neurocure Cluster of Excellence, NeuroCure Clinical Research Center, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Betty Jurek
- Department of Neurology and Experimental Neurology, Charité - Universitätsmedizin Berlin, Berlin, Germany
- German Center for Neurodegenerative Diseases (DZNE) Berlin, Berlin, Germany
| | - Mariya Kents
- Department of Neurology and Experimental Neurology, Charité - Universitätsmedizin Berlin, Berlin, Germany
- German Center for Neurodegenerative Diseases (DZNE) Berlin, Berlin, Germany
| | - Jakob Kreye
- Department of Neurology and Experimental Neurology, Charité - Universitätsmedizin Berlin, Berlin, Germany
- German Center for Neurodegenerative Diseases (DZNE) Berlin, Berlin, Germany
- Berlin Institute of Health at Charité - Universitätsmedizin Berlin, Charitéplatz 1, 10117, Berlin, Germany
| | - Christian Geis
- Section of Translational Neuroimmunology, Hans Berger Department of Neurology, Jena University Hospital, Jena, Germany
| | - Jonathan Wickel
- Section of Translational Neuroimmunology, Hans Berger Department of Neurology, Jena University Hospital, Jena, Germany
| | - Susanne Mueller
- Department of Neurology and Experimental Neurology, Charité - Universitätsmedizin Berlin, Berlin, Germany
- Neurocure Cluster of Excellence, Core Facility 7 T Experimental MRIs, Charité - Universitätsmedizin Berlin, Berlin, Germany
- Berlin Center for Stroke Research, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Stefan Paul Koch
- Department of Neurology and Experimental Neurology, Charité - Universitätsmedizin Berlin, Berlin, Germany
- Neurocure Cluster of Excellence, Core Facility 7 T Experimental MRIs, Charité - Universitätsmedizin Berlin, Berlin, Germany
- Berlin Center for Stroke Research, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Philipp Boehm-Sturm
- Department of Neurology and Experimental Neurology, Charité - Universitätsmedizin Berlin, Berlin, Germany
- Neurocure Cluster of Excellence, Core Facility 7 T Experimental MRIs, Charité - Universitätsmedizin Berlin, Berlin, Germany
- Berlin Center for Stroke Research, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Harald Prüss
- Department of Neurology and Experimental Neurology, Charité - Universitätsmedizin Berlin, Berlin, Germany.
- German Center for Neurodegenerative Diseases (DZNE) Berlin, Berlin, Germany.
| | - Carsten Finke
- Department of Neurology and Experimental Neurology, Charité - Universitätsmedizin Berlin, Berlin, Germany.
- Humboldt-Universität zu Berlin, Berlin School of Mind and Brain, Berlin, Germany.
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13
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Huang D, Lv C, Chen Z, Li Z, Zheng J. Abnormalities in modular connectivity of functional brain networks and cognitive changes in patients with anti -N-methyl-D-aspartate receptor encephalitis. Brain Res 2023; 1820:148605. [PMID: 37775074 DOI: 10.1016/j.brainres.2023.148605] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2023] [Revised: 07/07/2023] [Accepted: 09/24/2023] [Indexed: 10/01/2023]
Abstract
OBJECTIVE To explore potential mechanisms of cognitive changes in patients with anti-NMDAR encephalitis (ANMDARE) from intramodule and intermodule effects of brain functional networks. METHODS Resting-state functional MRI(rs-fMRI) imaging data was collected from 30 ANMDARE and 30 healthy controls (HCs). A brain functional matrix was constructed, and sparsity was established by module similarity. For both groups, changes in functional connectivity (FC) within and between modules was calculated, and whole-brain functional topology was analyzed. Finally, the association of brain functional with cognitive function in ANMDARE was further analyzed. RESULTS Compared to HCs, ANMDARE had enhanced connectivity within the modules that included the occipito-parietal-temporal and parahippocampal gyri. ANMDARE had significantly higher participation coefficients (PC) in the right inferior frontal gyrus than HCs and significantly lower PC in the left superior parietal lobule, left caudate nucleus, and right putamen. No statistically significant differences in global topological properties were found between the two groups. No correlations were found between functional and structural brain indicators and the Cognitive Assessment Scale and the Emotional Deficit Scale. CONCLUSIONS Patients with ANMDARE are manifested by enhanced intramodular FC and intermodular connectivity changes in the brain. This may help to understand the pathophysiological mechanisms of the disease from a global perspective.
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Affiliation(s)
- Dongying Huang
- Department of Neurology, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Caitiao Lv
- Department of Neurology, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Zexiang Chen
- Department of Neurology, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Zhekun Li
- Department of Neurology, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Jinou Zheng
- Department of Neurology, The First Affiliated Hospital of Guangxi Medical University, Nanning, China.
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14
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Wu D, Guo Y, Li C, Pang X, Xu S, Zhang J, Wei L, Li Q, Du J, Tian Y, Wang K. Dynamic and static changes of amplitude of low-frequency fluctuations in anti‑N‑methyl‑D‑aspartate receptor encephalitis. Brain Imaging Behav 2023; 17:652-663. [PMID: 37673808 DOI: 10.1007/s11682-023-00790-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/21/2023] [Indexed: 09/08/2023]
Abstract
BACKGROUND Previous neuroimaging research has examined static local brain activity changes in patients with anti-N-methyl-d-aspartate receptor (anti-NMDAR) encephalitis. However, the dynamic properties of local brain activity in anti-NMDAR encephalitis remain unknown. METHODS This study used a combination of the amplitude of low-frequency fluctuation (ALFF) method and a sliding-window dynamic analysis approach to examine the time-varying local brain activity changes in anti-NMDAR encephalitis. RESULTS Results showed that patients with anti-NMDAR encephalitis exhibited increased dynamic ALFF (dALFF) variability in the left inferior occipital gyrus compared to healthy controls (HCs), while the patients exhibited decreased sALFF in widespread regions, including the left inferior frontal gyrus, left medial frontal gyrus, bilateral putamen, left medial superior frontal gyrus. dALFF had superior classification performance in distinguishing anti-NMDAR encephalitis patients from HCs over sALFF, but sALFF was correlated with multiple clinical and neuropsychological measures. CONCLUSIONS These findings may shed light on anti-NMDAR encephalitis brain dysfunction from the perspective of dynamic local brain activity. sALFF and dALFF analyses provide complementary information, emphasizing the potential usefulness of combining sALFF and dALFF in elucidating the neuropathological mechanisms of autoimmune encephalitis and may ultimately inform future disease diagnosis.
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Affiliation(s)
- Dongpeng Wu
- Department of Neurology, The First Affiliated Hospital of Anhui Medical University, 218 Jixi Road, Hefei, 230022, Anhui Province, China
| | - Yuanyuan Guo
- Department of Neurology, The First Affiliated Hospital of Anhui Medical University, 218 Jixi Road, Hefei, 230022, Anhui Province, China
| | - Chenglong Li
- Department of Neurology, The First Affiliated Hospital of Anhui Medical University, 218 Jixi Road, Hefei, 230022, Anhui Province, China
| | - Xiaonan Pang
- Department of Neurology, The Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, China
| | - Si Xu
- Department of Neurology, The Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, China
| | - Juanjuan Zhang
- Department of Neurology, The First Affiliated Hospital of Anhui Medical University, 218 Jixi Road, Hefei, 230022, Anhui Province, China
| | - Ling Wei
- Department of Neurology, The First Affiliated Hospital of Anhui Medical University, 218 Jixi Road, Hefei, 230022, Anhui Province, China
| | - Qianqian Li
- Department of Psychology and Sleep Medicine, The Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, China
| | - Jing Du
- Department of Neurology, The Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, China.
| | - Yanghua Tian
- Department of Neurology, The First Affiliated Hospital of Anhui Medical University, 218 Jixi Road, Hefei, 230022, Anhui Province, China.
- Department of Neurology, The Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, China.
- Department of Psychology and Sleep Medicine, The Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, China.
| | - Kai Wang
- Department of Neurology, The First Affiliated Hospital of Anhui Medical University, 218 Jixi Road, Hefei, 230022, Anhui Province, China
- Anhui Province Key Laboratory of Cognition and Neuropsychiatric Disorders, Hefei, 230022, China
- School of Mental Health and Psychological Sciences, Anhui Medical University, Hefei, 230022, China
- Collaborative Innovation Center of Neuropsychiatric Disorders and Mental Health, Hefei, 230022, China
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15
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Wu D, Jiang L, He R, Chen B, Yao D, Wang K, Xu P, Li F. Brain rhythmic abnormalities in convalescent patients with anti-NMDA receptor encephalitis: a resting-state EEG study. Front Neurol 2023; 14:1163772. [PMID: 37545720 PMCID: PMC10398954 DOI: 10.3389/fneur.2023.1163772] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2023] [Accepted: 07/10/2023] [Indexed: 08/08/2023] Open
Abstract
Objective Anti-N-methyl-D-aspartate receptor encephalitis (anti-NMDARE) is autoimmune encephalitis with a characteristic neuropsychiatric syndrome and persistent cognition deficits even after clinical remission. The objective of this study was to uncover the potential noninvasive and quantified biomarkers related to residual brain distortions in convalescent anti-NMDARE patients. Methods Based on resting-state electroencephalograms (EEG), both power spectral density (PSD) and brain network analysis were performed to disclose the persistent distortions of brain rhythms in these patients. Potential biomarkers were then established to distinguish convalescent patients from healthy controls. Results Oppositely configured spatial patterns in PSD and network architecture within specific rhythms were identified, as the hyperactivated PSD spanning the middle and posterior regions obstructs the inter-regional information interactions in patients and thereby leads to attenuated frontoparietal and frontotemporal connectivity. Additionally, the EEG indexes within delta and theta rhythms were further clarified to be objective biomarkers that facilitated the noninvasive recognition of convalescent anti-NMDARE patients from healthy populations. Conclusion Current findings contributed to understanding the persistent and residual pathological states in convalescent anti-NMDARE patients, as well as informing clinical decisions of prognosis evaluation.
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Affiliation(s)
- Dengchang Wu
- Department of Neurology, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
| | - Lin Jiang
- The Clinical Hospital of Chengdu Brain Science Institute, MOE Key Lab for Neuroinformation, University of Electronic Science and Technology of China, Chengdu, China
- School of Life Science and Technology, Center for Information in BioMedicine, University of Electronic Science and Technology of China, Chengdu, China
| | - Runyang He
- The Clinical Hospital of Chengdu Brain Science Institute, MOE Key Lab for Neuroinformation, University of Electronic Science and Technology of China, Chengdu, China
- School of Life Science and Technology, Center for Information in BioMedicine, University of Electronic Science and Technology of China, Chengdu, China
| | - Baodan Chen
- The Clinical Hospital of Chengdu Brain Science Institute, MOE Key Lab for Neuroinformation, University of Electronic Science and Technology of China, Chengdu, China
- School of Life Science and Technology, Center for Information in BioMedicine, University of Electronic Science and Technology of China, Chengdu, China
| | - Dezhong Yao
- The Clinical Hospital of Chengdu Brain Science Institute, MOE Key Lab for Neuroinformation, University of Electronic Science and Technology of China, Chengdu, China
- School of Life Science and Technology, Center for Information in BioMedicine, University of Electronic Science and Technology of China, Chengdu, China
- Research Unit of NeuroInformation, Chinese Academy of Medical Sciences, Chengdu, China
- School of Electrical Engineering, Zhengzhou University, Zhengzhou, China
| | - Kang Wang
- Department of Neurology, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
| | - Peng Xu
- The Clinical Hospital of Chengdu Brain Science Institute, MOE Key Lab for Neuroinformation, University of Electronic Science and Technology of China, Chengdu, China
- School of Life Science and Technology, Center for Information in BioMedicine, University of Electronic Science and Technology of China, Chengdu, China
- Research Unit of NeuroInformation, Chinese Academy of Medical Sciences, Chengdu, China
- Radiation Oncology Key Laboratory of Sichuan Province, Chengdu, China
| | - Fali Li
- The Clinical Hospital of Chengdu Brain Science Institute, MOE Key Lab for Neuroinformation, University of Electronic Science and Technology of China, Chengdu, China
- School of Life Science and Technology, Center for Information in BioMedicine, University of Electronic Science and Technology of China, Chengdu, China
- Research Unit of NeuroInformation, Chinese Academy of Medical Sciences, Chengdu, China
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16
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Thyen U, Spiegler J, Konrad K. [The biopsychosocial understanding of health disorders and impairments in children with a focus on developmental neurological relationships]. Bundesgesundheitsblatt Gesundheitsforschung Gesundheitsschutz 2023:10.1007/s00103-023-03732-1. [PMID: 37322378 DOI: 10.1007/s00103-023-03732-1] [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: 01/20/2023] [Accepted: 05/31/2023] [Indexed: 06/17/2023]
Abstract
The distinction between mental (spiritual and psychological) and physical health disorders is particularly difficult due to the special features of neurobiological development in children and adolescents. In this review article, the basics of developmental neurology are briefly described. On the basis of some congenital or early acquired neurological diseases, it is then shown to what extent mental processes can be impaired in interactions with the social context. Taking these aspects into account plays an important role in child and family-oriented counseling and support. The common occurrence of physical, mental, and psychological development disorders, which is also very variable between individuals and fluctuates over the course of a person's life, requires good interdisciplinary cooperation between conservative and surgical child and adolescent medicine and child and adolescent psychiatry.
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Affiliation(s)
- Ute Thyen
- Klinik für Kinder- und Jugendmedizin, Universität zu Lübeck, Ratzeburger Allee 160, 23538, Lübeck, Deutschland.
| | - Juliane Spiegler
- Klinik für Kinder- und Jugendmedizin, Universität Würzburg, Würzburg, Deutschland
| | - Kerstin Konrad
- Sektion Klinische Neuropsychologie des Kindes- und Jugendalters, Klinik für Psychiatrie, Psychosomatik und Psychotherapie des Kindes- und Jugendalters, RWTH Aachen, Aachen, Deutschland
- JARA-Brain Institut-II Molekulare Neurowissenschaften und Bildgebung (INM-11), Forschungszentrum Jülich/Aachen, Aachen, Deutschland
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17
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Luo X, Liao J, Liu H, Tang Q, Luo H, Chen X, Ruan J. The micro and macro interactions in acute autoimmune encephalitis: a study of resting-state EEG. Front Neurol 2023; 14:1181629. [PMID: 37360339 PMCID: PMC10285084 DOI: 10.3389/fneur.2023.1181629] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Accepted: 05/22/2023] [Indexed: 06/28/2023] Open
Abstract
Objective Early recognition of autoimmune encephalitis (AIE) is often difficult and time-consuming. Understanding how the micro-level (antibodies) and macro-level (EEG) couple with each other may help rapidly diagnose and appropriately treat AIE. However, limited studies focused on brain oscillations involving micro- and macro-interactions in AIE from a neuro-electrophysiological perspective. Here, we investigated brain network oscillations in AIE using Graph theoretical analysis of resting state EEG. Methods AIE Patients (n = 67) were enrolled from June 2018 to June 2022. Each participant underwent a ca.2-hour 19-channel EEG examination. Five 10-second resting state EEG epochs with eyes closed were extracted for each participant. The functional networks based on the channels and Graph theory analysis were carried out. Results Compared with the HC group, significantly decreased FC across whole brain regions at alpha and beta bands were found in AIE patients. In addition, the local efficiency and clustering coefficient of the delta band was higher in AIE patients than in the HC group (P < 0.05). AIE patients had a smaller world index (P < 0.05) and higher shortest path length (P < 0.001) in the alpha band than those of the control group. Also, the AIE patients' global efficiency, local efficiency, and clustering coefficients decreased in the alpha band (P < 0.001). Different types of antibodies (antibodies against ion channels, antibodies against synaptic excitatory receptors, antibodies against synaptic inhibitory receptors, and multiple antibodies positive) showed distinct graph parameters. Moreover, the graph parameters differed in the subgroups by intracranial pressure. Correlation analysis revealed that magnetic resonance imaging abnormalities were related to global efficiency, local efficiency, and clustering coefficients in the theta, alpha, and beta bands, but negatively related to the shortest path length. Conclusion These findings add to our understanding of how brain FC and graph parameters change and how the micro- (antibodies) scales interact with the macro- (scalp EEG) scale in acute AIE. The clinical traits and subtypes of AIE may be suggested by graph properties. Further longitudinal cohort studies are needed to explore the associations between these graph parameters and recovery status, and their possible applications in AIE rehabilitation.
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Affiliation(s)
- Xin Luo
- Department of Neurology, The Affiliated Hospital of Southwest Medical University, Luzhou, China
- Laboratory of Neurological Diseases and Brain Function, Luzhou, China
| | - Jie Liao
- Department of Neurology, The Affiliated Hospital of Southwest Medical University, Luzhou, China
- Laboratory of Neurological Diseases and Brain Function, Luzhou, China
| | - Hong Liu
- Department of Neurology, The Affiliated Hospital of Southwest Medical University, Luzhou, China
- Laboratory of Neurological Diseases and Brain Function, Luzhou, China
| | - Qiulin Tang
- Department of Neurology, The Affiliated Hospital of Southwest Medical University, Luzhou, China
- Laboratory of Neurological Diseases and Brain Function, Luzhou, China
| | - Hua Luo
- Department of Neurology, The Affiliated Hospital of Southwest Medical University, Luzhou, China
- Laboratory of Neurological Diseases and Brain Function, Luzhou, China
| | - Xiu Chen
- Department of Neurology, The Affiliated Hospital of Southwest Medical University, Luzhou, China
- Laboratory of Neurological Diseases and Brain Function, Luzhou, China
| | - Jianghai Ruan
- Department of Neurology, The Affiliated Hospital of Southwest Medical University, Luzhou, China
- Laboratory of Neurological Diseases and Brain Function, Luzhou, China
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18
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Ramirez-Mahaluf JP, Tepper Á, Alliende LM, Mena C, Castañeda CP, Iruretagoyena B, Nachar R, Reyes-Madrigal F, León-Ortiz P, Mora-Durán R, Ossandon T, Gonzalez-Valderrama A, Undurraga J, de la Fuente-Sandoval C, Crossley NA. Dysconnectivity in Schizophrenia Revisited: Abnormal Temporal Organization of Dynamic Functional Connectivity in Patients With a First Episode of Psychosis. Schizophr Bull 2023; 49:706-716. [PMID: 36472382 PMCID: PMC10154721 DOI: 10.1093/schbul/sbac187] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
BACKGROUND AND HYPOTHESIS Abnormal functional connectivity between brain regions is a consistent finding in schizophrenia, including functional magnetic resonance imaging (fMRI) studies. Recent studies have highlighted that connectivity changes in time in healthy subjects. We here examined the temporal changes in functional connectivity in patients with a first episode of psychosis (FEP). Specifically, we analyzed the temporal order in which whole-brain organization states were visited. STUDY DESIGN Two case-control studies, including in each sample a subgroup scanned a second time after treatment. Chilean sample included 79 patients with a FEP and 83 healthy controls. Mexican sample included 21 antipsychotic-naïve FEP patients and 15 healthy controls. Characteristics of the temporal trajectories between whole-brain functional connectivity meta-states were examined via resting-state functional MRI using elements of network science. We compared the cohorts of cases and controls and explored their differences as well as potential associations with symptoms, cognition, and antipsychotic medication doses. STUDY RESULTS We found that the temporal sequence in which patients' brain dynamics visited the different states was more redundant and segregated. Patients were less flexible than controls in changing their network in time from different configurations, and explored the whole landscape of possible states in a less efficient way. These changes were related to the dose of antipsychotics the patients were receiving. We replicated the relationship with antipsychotic medication in the antipsychotic-naïve FEP sample scanned before and after treatment. CONCLUSIONS We conclude that psychosis is related to a temporal disorganization of the brain's dynamic functional connectivity, and this is associated with antipsychotic medication use.
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Affiliation(s)
- Juan P Ramirez-Mahaluf
- Department of Psychiatry, School of Medicine, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Ángeles Tepper
- Department of Psychiatry, School of Medicine, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Luz Maria Alliende
- Department of Psychiatry, School of Medicine, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Carlos Mena
- Department of Psychiatry, School of Medicine, Pontificia Universidad Católica de Chile, Santiago, Chile
- Institute of Cognitive Neuroscience, University College London, London, UK
| | - Carmen Paz Castañeda
- Early Intervention Program, Instituto Psiquiátrico Dr. J Horwitz Barak, Santiago, Chile
| | - Barbara Iruretagoyena
- Early Intervention Program, Instituto Psiquiátrico Dr. J Horwitz Barak, Santiago, Chile
| | - Ruben Nachar
- Early Intervention Program, Instituto Psiquiátrico Dr. J Horwitz Barak, Santiago, Chile
| | - Francisco Reyes-Madrigal
- Laboratory of Experimental Psychiatry, Instituto Nacional de Neurología y Neurocirugía, Mexico City, Mexico
| | - Pablo León-Ortiz
- Laboratory of Experimental Psychiatry, Instituto Nacional de Neurología y Neurocirugía, Mexico City, Mexico
| | - Ricardo Mora-Durán
- Emergency Department, Hospital Fray Bernardino Álvarez, Mexico City, Mexico
| | - Tomas Ossandon
- Department of Psychiatry, School of Medicine, Pontificia Universidad Católica de Chile, Santiago, Chile
- Center for Integrative Neuroscience, School of Medicine, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Alfonso Gonzalez-Valderrama
- Early Intervention Program, Instituto Psiquiátrico Dr. J Horwitz Barak, Santiago, Chile
- School of Medicine, Universidad Finis Terrae, Santiago, Chile
| | - Juan Undurraga
- Early Intervention Program, Instituto Psiquiátrico Dr. J Horwitz Barak, Santiago, Chile
- Department of Neurology and Psychiatry, Faculty of Medicine, Clínica Alemana Universidad del Desarrollo, Santiago, Chile
| | - Camilo de la Fuente-Sandoval
- Laboratory of Experimental Psychiatry, Instituto Nacional de Neurología y Neurocirugía, Mexico City, Mexico
- Neuropsychiatry Department, Instituto Nacional de Neurología y Neurocirugía, Mexico City, Mexico
| | - Nicolas A Crossley
- Department of Psychiatry, School of Medicine, Pontificia Universidad Católica de Chile, Santiago, Chile
- Biomedical Imaging Center, Pontificia Universidad Católica de, Santiago, Chile
- Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London, UK
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19
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Wei M, Chen Z, Lv C, Cen W, Zheng J. The alterations of spontaneous neural activities and white matter microstructures in anti-N-methyl-D-aspartate receptor encephalitis: a resting-state fMRI and DTI study. Neurol Sci 2023; 44:1341-1350. [PMID: 36571641 DOI: 10.1007/s10072-022-06574-y] [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: 10/11/2022] [Accepted: 12/18/2022] [Indexed: 12/27/2022]
Abstract
BACKGROUND AND PURPOSE Limited studies had jointly excavated the structural and functional changes in cognitive deficit in anti-N-methyl-D-aspartate receptor (NMDAR) encephalitis patients. We aimed to explore these changes in anti-NMDAR patients and their effect on cognitive function. METHODS Twenty-three patients and 25 healthy controls (HCs) underwent resting-state functional magnetic resonance imaging, diffusion tensor imaging scanning, and neuroethology tests. The significantly differentiated brain regions via the fractional amplitude of low-frequency fluctuation (fALFF) were defined as regions of interest (ROIs). Granger causal, functional connectivity, and tract-based spatial statistical analyses were applied to explore the functional changes in ROIs and assess the structural changes. RESULTS HCs outperformed patients in Montreal Cognitive Assessment. The fALFF values of right gyrus rectus (RGR) in patients were significantly reduced. The fractional anisotropy (FA) values of WM in the genu of corpus callosum and right superior corona radiata were significantly decreased and positively associated with neuroethology testing scores. The Granger causal connectivity (GCC) from the left inferior parietal lobule to RGR was significantly decreased and positively associated with inherent vigilance. Indicated by the multiple linear regression result, decreased FA value of the right superior corona radiata might be a reliable marker that reflects the cognitive impairment. CONCLUSIONS Significant changes in spontaneous neural activities, GCC, and WM structures in anti-NMDAR encephalitis were reported. These findings promote the understanding of underlying relationships between cerebral function, structural network alterations, and cognitive dysfunction.
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Affiliation(s)
- Minda Wei
- Department of Neurology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, China
| | - Zexiang Chen
- Department of Neurology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, China
| | - Caitiao Lv
- Department of Neurology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, China
| | - Weining Cen
- Department of Neurology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, China
| | - Jinou Zheng
- Department of Neurology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, China.
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20
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von Schwanenflug N, Ramirez-Mahaluf JP, Krohn S, Romanello A, Heine J, Prüss H, Crossley NA, Finke C. Reduced resilience of brain state transitions in anti-N-methyl-D-aspartate receptor encephalitis. Eur J Neurosci 2023; 57:568-579. [PMID: 36514280 DOI: 10.1111/ejn.15901] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2022] [Revised: 11/28/2022] [Accepted: 11/29/2022] [Indexed: 12/15/2022]
Abstract
Patients with anti-N-methyl-aspartate receptor (NMDA) receptor encephalitis suffer from a severe neuropsychiatric syndrome, yet most patients show no abnormalities in routine magnetic resonance imaging. In contrast, advanced neuroimaging studies have consistently identified disrupted functional connectivity in these patients, with recent work suggesting increased volatility of functional state dynamics. Here, we investigate these network dynamics through the spatiotemporal trajectory of meta-state transitions, yielding a time-resolved account of brain state exploration in anti-NMDA receptor encephalitis. To this end, resting-state functional magnetic resonance imaging data were acquired in 73 patients with anti-NMDA receptor encephalitis and 73 age- and sex-matched healthy controls. Time-resolved functional connectivity was clustered into brain meta-states, giving rise to a time-resolved transition network graph with states as nodes and transitions between brain meta-states as weighted, directed edges. Network topology, robustness and transition cost of these transition networks were compared between groups. Transition networks of patients showed significantly lower local efficiency (t = -2.41, pFDR = .029), lower robustness (t = -2.01, pFDR = .048) and higher leap size (t = 2.18, pFDR = .037) compared with controls. Furthermore, the ratio of within-to-between module transitions and state similarity was significantly lower in patients. Importantly, alterations of brain state transitions correlated with disease severity. Together, these findings reveal systematic alterations of transition networks in patients, suggesting that anti-NMDA receptor encephalitis is characterized by reduced stability of brain state transitions and that this reduced resilience of transition networks plays a clinically relevant role in the manifestation of the disease.
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Affiliation(s)
- Nina von Schwanenflug
- Department of Neurology and Experimental Neurology, Charité - Universitätsmedizin Berlin, Berlin, Germany
- Berlin School of Mind and Brain, Humboldt-Universität zu Berlin, Berlin, Germany
| | - Juan P Ramirez-Mahaluf
- Department of Psychiatry, School of Medicine, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Stephan Krohn
- Department of Neurology and Experimental Neurology, Charité - Universitätsmedizin Berlin, Berlin, Germany
- Berlin School of Mind and Brain, Humboldt-Universität zu Berlin, Berlin, Germany
| | - Amy Romanello
- Department of Neurology and Experimental Neurology, Charité - Universitätsmedizin Berlin, Berlin, Germany
- Berlin School of Mind and Brain, Humboldt-Universität zu Berlin, Berlin, Germany
| | - Josephine Heine
- Department of Neurology and Experimental Neurology, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Harald Prüss
- Department of Neurology and Experimental Neurology, Charité - Universitätsmedizin Berlin, Berlin, Germany
- German Centre for Neurodegenerative Diseases (DZNE) Berlin, Berlin, Germany
| | - Nicolas A Crossley
- Department of Psychiatry, School of Medicine, Pontificia Universidad Católica de Chile, Santiago, Chile
- Biomedical Imaging Center, Pontificia Universidad Católica de Chile, Santiago, Chile
- Millennium Nucleus for Cardiovascular Magnetic Resonance, Santiago, Chile
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Carsten Finke
- Department of Neurology and Experimental Neurology, Charité - Universitätsmedizin Berlin, Berlin, Germany
- Berlin School of Mind and Brain, Humboldt-Universität zu Berlin, Berlin, Germany
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Abstract
Detection of autoantibodies against neurons and glia cells has brought about the early and specific diagnosis of autoimmune encephalitis in patients with variable neurological and psychiatric symptoms. Growing knowledge not only resulted in profound changes in treatment algorithms including immunotherapy but also in the understanding of disease mechanisms and etiological factors. The still increasing numbers of new autoantibodies calls for continuous updates on the state of the art in antibody diagnostics, frequencies of associated tumors and the clinical spectrum linked to each antibody, which can range from mood changes, cognitive impairment and epileptic seizures to abnormal movements, autonomic dysfunction and impaired levels of consciousness. This article summarizes the recent developments in the predominant clinical presentations of autoimmune encephalitis patients in imaging and cerebrospinal fluid diagnostics and also in prognostic markers, in the establishment of innovative immunotherapies, in the use of diagnostic pathways even before the results of the antibody tests are available and the understanding of the autoimmune etiology.
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22
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Autoimmune Encephalitis: A Physician’s Guide to the Clinical Spectrum Diagnosis and Management. Brain Sci 2022; 12:brainsci12091130. [PMID: 36138865 PMCID: PMC9497072 DOI: 10.3390/brainsci12091130] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2022] [Revised: 08/11/2022] [Accepted: 08/15/2022] [Indexed: 11/25/2022] Open
Abstract
The rapidly expanding spectrum of autoimmune encephalitis in the last fifteen years is largely due to ongoing discovery of many neuronal autoantibodies. The diagnosis of autoimmune encephalitis can be challenging due to the wide spectrum of clinical presentations, prevalence of psychiatric features that mimic primary psychiatric illnesses, frequent absence of diagnostic abnormalities on conventional brain MR-imaging, non-specific findings on EEG testing, and the lack of identified IgG class neuronal autoantibodies in blood or CSF in a subgroup of patients. Early recognition and treatment are paramount to improve outcomes and achieve complete recovery from these debilitating, occasionally life threatening, disorders. This review is aimed to provide primary care physicians and hospitalists who, together with neurologist and psychiatrists, are often the first port of call for individuals presenting with new-onset neuropsychiatric symptoms, with up-to-date data and evidence-based approach to the diagnosis and management of individuals with neuropsychiatric disorders of suspected autoimmune origin.
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23
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Guo Y, Lv X, Zhang J, Li C, Wei L, Zhou N, Xu J, Tian Y, Wang K. Gray matter atrophy and corresponding impairments in connectivity in patients with anti-N-methyl-D-aspartate receptor encephalitis. Brain Imaging Behav 2022; 16:2001-2010. [PMID: 35997922 DOI: 10.1007/s11682-022-00670-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/24/2022] [Indexed: 11/02/2022]
Abstract
Anti-N-methyl-D-aspartate receptor (NMDAR) encephalitis is a severe autoimmune disease that is commonly accompanied by cognitive impairment and various neurological and psychiatric symptoms, advanced image analyses help explore the pathogenesis of this disease. Therefore, this study aimed to explore specific structural and functional alterations and their relationship with the clinical symptoms of anti-NMDAR encephalitis. In this study, twenty-two patients with anti-NMDAR encephalitis after the acute stage and 29 controls received cognitive assessments and magnetic resonance imaging. Grey matter atrophy was measured using voxel-based morphometry, and functional alterations in abnormal regions were subsequently investigated using resting state functional connectivity (RSFC). Finally, correlation analyses were performed to explore the associations between imaging alterations and cognitive assessments. The patients demonstrated significant gray matter atrophy in the bilateral triangle part of the inferior frontal gyrus (triIFG.L and triIFG.R) and right precuneus, decreased RSFC between triIFG.L and bilateral Heschl gyrus (HES), decreased RSFC between triIFG.R and HES.R, decreased RSFC between right precuneus and left cerebellum, and increased RSFC between triIFG.R and left superior frontal gyrus. Further correlation analyses showed that the gray matter volume in triIFG.R and decreased RSFC between triIFG.L and HES.R were associated with decreased memory scores, whereas decreased RSFC between triIFG.R and HES.R was marginally correlated with the disease course in patients. In conclusion, this study suggests that cognitive impairments in patients with anti-NMDAR encephalitis may be mainly associated with gray matter atrophy and abnormal RSFC in the triIFG. These findings provide new insights into anti-NMDAR encephalitis pathogenesis and help explore potential treatments.
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Affiliation(s)
- Yuanyuan Guo
- Department of Neurology, the First Affiliated Hospital of Anhui Medical University, Hefei, 230022, China.,Anhui Province Key Laboratory of Cognition and Neuropsychiatric Disorders, Hefei, 230022, China
| | - Xinyi Lv
- Department of Neurology, the First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, 230001, China
| | - Juanjuan Zhang
- Department of Neurology, the First Affiliated Hospital of Anhui Medical University, Hefei, 230022, China.,Anhui Province Key Laboratory of Cognition and Neuropsychiatric Disorders, Hefei, 230022, China
| | - Chenglong Li
- Department of Neurology, the First Affiliated Hospital of Anhui Medical University, Hefei, 230022, China.,Anhui Province Key Laboratory of Cognition and Neuropsychiatric Disorders, Hefei, 230022, China
| | - Ling Wei
- Department of Neurology, the First Affiliated Hospital of Anhui Medical University, Hefei, 230022, China.,Anhui Province Key Laboratory of Cognition and Neuropsychiatric Disorders, Hefei, 230022, China
| | - Nong Zhou
- Department of Neurology, the First Affiliated Hospital of Anhui Medical University, Hefei, 230022, China
| | - Jinping Xu
- Institute of Biomedical and Health Engineering, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, 518055, China.
| | - Yanghua Tian
- Department of Neurology, the First Affiliated Hospital of Anhui Medical University, Hefei, 230022, China. .,Institute of Artificial Intelligence, Hefei Comprehensive National Science Center, Hefei, 230088, China. .,Collaborative Innovation Center of Neuropsychiatric Disorders and Mental Health, Hefei, 230022, China.
| | - Kai Wang
- Department of Neurology, the First Affiliated Hospital of Anhui Medical University, Hefei, 230022, China.,Institute of Artificial Intelligence, Hefei Comprehensive National Science Center, Hefei, 230088, China.,Collaborative Innovation Center of Neuropsychiatric Disorders and Mental Health, Hefei, 230022, China.,The School of Mental Health and Psychological Sciences, Anhui Medical University, Hefei, 230032, China
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Long Q, Lv Z, Zhao J, Shi K, Li C, Fan B, Zheng J. Cerebral gray matter volume changes in patients with anti-N-methyl-D-aspartate receptor encephalitis: A voxel-based morphometry study. Front Neurol 2022; 13:892242. [PMID: 35959389 PMCID: PMC9358280 DOI: 10.3389/fneur.2022.892242] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2022] [Accepted: 07/04/2022] [Indexed: 01/19/2023] Open
Abstract
Background: Anti-N-methyl-D-aspartate receptor (NMDAR) encephalitis is an autoimmune disease with typical clinical features. Whether and how cerebral gray matter structural damage inherent to the disorder affects cognitive function in patients is still unclear. Therefore, this study aimed to explore the changes in cerebral gray matter volume and whether these alterations contribute to cognitive impairment and mood disorders. Methods Forty patients with anti-NMDAR encephalitis and forty healthy controls (HCs) matched for gender, age, and education were recruited. All participants underwent attention network tests (ANT), neuropsychological tests and magnetic resonance imaging (MRI). Voxel-based morphological analysis (VBM) and correlation analysis was performed on all participants. Finally, according to the course of disease, patients were divided into two groups: NMDARE_SD (short duration; course ≤ 2 years since diagnosis) and NMDARE_LD (long duration; course >2 years since diagnosis), to evaluate gray matter volume changes that differ as a function of disease course. Results Compared to HCs, patients with anti-NMDAR encephalitis showed decreased executive control ability and lower MoCA score, while increased anxiety and depression as reflected by HAMA and HAMD24 scores (all P < 0.05). In VBM analysis, patients showed decreased gray matter volume in bilateral thalamus, left medial prefrontal cortex (mPFC_L), left superior temporal gyrus (STG_L), and left rectus gyrus. In the analysis stratified by disease course, the NMDARE_LD group exhibited decreased gray matter volume in the left precuneus and right posterior cerebellar lobe compared to the NMDARE_SD group. Conclusions Patients with anti-NMDAR encephalitis have cognitive, executive, and emotional dysfunction, and the sites of gray matter atrophy are concentrated in the thalamus, frontal lobe, and temporal lobe. These abnormalities may be involved in the process of cognitive and affective dysfunction.Patients with different courses of anti-NMDAR encephalitis have different brain atrophy sites. These results may help to clarify the contradiction between clinical and imaging manifestations of anti NMDAR encephalitis, which is worthy of further longitudinal studies.
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25
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Bouttier V, Duttagupta S, Denève S, Jardri R. Circular inference predicts nonuniform overactivation and dysconnectivity in brain-wide connectomes. Schizophr Res 2022; 245:59-67. [PMID: 33618940 DOI: 10.1016/j.schres.2020.12.045] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/24/2020] [Revised: 12/22/2020] [Accepted: 12/26/2020] [Indexed: 12/17/2022]
Abstract
Schizophrenia is a severe mental disorder whose neural basis remains difficult to ascertain. Among the available pathophysiological theories, recent work has pointed towards subtle perturbations in the excitation-inhibition (E/I) balance within different neural circuits. Computational approaches have suggested interesting mechanisms that can account for both E/I imbalances and psychotic symptoms. Based on hierarchical neural networks propagating information through a message-passing algorithm, it was hypothesized that changes in the E/I ratio could cause a "circular belief propagation" in which bottom-up and top-down information reverberate. This circular inference (CI) was proposed to account for the clinical features of schizophrenia. Under this assumption, this paper examined the impact of CI on network dynamics in light of brain imaging findings related to psychosis. Using brain-inspired graphical models, we show that CI causes overconfidence and overactivation most specifically at the level of connector hubs (e.g., nodes with many connections allowing integration across networks). By also measuring functional connectivity in these graphs, we provide evidence that CI is able to predict specific changes in modularity known to be associated with schizophrenia. Altogether, these findings suggest that the CI framework may facilitate behavioral and neural research on the multifaceted nature of psychosis.
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Affiliation(s)
- Vincent Bouttier
- Univ Lille, INSERM U1172, CHU Lille, Lille Neurosciences & Cognition Centre (LiNC), Plasticity & SubjectivitY team, 59037 Lille, France; Group for Neural Theory, Laboratoire de Neurosciences Cognitives et Computationnelles (LNC(2)), Ecole Normale Supérieure, INSERM U960, PSL University, 75005 Paris, France.
| | - Suhrit Duttagupta
- Group for Neural Theory, Laboratoire de Neurosciences Cognitives et Computationnelles (LNC(2)), Ecole Normale Supérieure, INSERM U960, PSL University, 75005 Paris, France
| | - Sophie Denève
- Group for Neural Theory, Laboratoire de Neurosciences Cognitives et Computationnelles (LNC(2)), Ecole Normale Supérieure, INSERM U960, PSL University, 75005 Paris, France
| | - Renaud Jardri
- Univ Lille, INSERM U1172, CHU Lille, Lille Neurosciences & Cognition Centre (LiNC), Plasticity & SubjectivitY team, 59037 Lille, France; Group for Neural Theory, Laboratoire de Neurosciences Cognitives et Computationnelles (LNC(2)), Ecole Normale Supérieure, INSERM U960, PSL University, 75005 Paris, France.
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Huenerfauth EI, Bien CG, Bien C, Volk HA, Meyerhoff N. Case Report: Anti-GABAA Receptor Encephalitis in a Dog. Front Vet Sci 2022; 9:886711. [PMID: 35812851 PMCID: PMC9262380 DOI: 10.3389/fvets.2022.886711] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2022] [Accepted: 05/25/2022] [Indexed: 01/21/2023] Open
Abstract
Autoantibodies against neurotransmitter receptors detected in cerebrospinal fluid (CSF) and serum are increasingly recognized in people with human autoimmune encephalitis causing severe neurological deficits, such as seizures and behavioral abnormalities. This case report describes the first encephalitis associated with antibodies against the γ-aminobutyric acid-A receptor (GABAAR) in a dog. A young male intact Cavalier King Charles Spaniel was presented with recent onset of initial multiple generalized tonic-clonic seizures progressing into a status epilepticus. Interictally, he showed alternating stupor and hyperexcitability, ataxia, pleurothotonus and circling behavior to the left side. Magnetic resonance imaging (MRI) of the brain showed breed-specific anatomical abnormalities. Standard CSF analysis was unremarkable. Despite treatment with multiple antiseizure medications (ASMs) seizures and behavior abnormalities sustained. Immunotherapy with dexamethasone was started on the fifth day after disease manifestation. This led to rapid improvement of clinical signs. An extensive antibody search in CSF and serum demonstrated a neuropil staining pattern on a tissue-based assay compatible with GABAAR antibodies. The diagnosis was confirmed by binding of serum and CSF antibodies to GABAAR transfected Human Embryonic Kidney cells. The serum titer was 1:320, the CSF titer 1:2. At the control visit 4.5 weeks after start of immunotherapy, the dog was clinically normal. The GABAAR antibody titer in serum had strongly decreased. The antibodies were no longer detectable in CSF. Based on clinical presentation and testing for GABAAR binding antibodies, this describes the first veterinary patient with an anti-GABAAR encephalitis with a good outcome following ASM and corticosteroid treatment.
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Affiliation(s)
- Enrice I. Huenerfauth
- Department of Small Animal Medicine and Surgery, University of Veterinary Medicine Foundation, Hannover, Germany
- *Correspondence: Enrice I. Huenerfauth
| | | | | | - Holger A. Volk
- Department of Small Animal Medicine and Surgery, University of Veterinary Medicine Foundation, Hannover, Germany
| | - Nina Meyerhoff
- Department of Small Animal Medicine and Surgery, University of Veterinary Medicine Foundation, Hannover, Germany
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Turcano P, Day GS. Life after autoantibody-mediated encephalitis: optimizing follow-up and management in recovering patients. Curr Opin Neurol 2022; 35:415-422. [PMID: 35674085 PMCID: PMC9182491 DOI: 10.1097/wco.0000000000001050] [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] [Indexed: 11/26/2022]
Abstract
PURPOSE OF REVIEW Timely diagnosis and treatment is essential to optimize outcomes in patients with antibody-mediated encephalitis (AME); yet even with early diagnosis and treatment, long-term outcomes may still fall short of expectations. Identifying patients at greater risk of adverse outcomes is key to personalizing care, supporting accurate counseling of patients and family members, and informing therapeutic decisions in patients with AME. This review considers long-term outcomes in recovering patients, including approaches to measure and manage common sequelae that influence life after AME. RECENT FINDINGS Cognitive impairment, fatigue, and sleep disturbances affect most recovering AME patients. This realization highlights the need for outcome measures that encompass more than motor function. Standardized questionnaires, surveys, and clinical assessment tools may be adapted to support comprehensive and reproducible clinical assessments and to identify patients who may benefit from additional therapies. SUMMARY Good outcomes continue to be reported in recovering patients, emphasizing the high potential for recovery following AME. However, cognitive, behavioral, and physical sequelae may limit the potential for great outcomes following AME. Multidisciplinary follow-up is needed to recognize and treat sequelae that compromise long-term recovery and limit quality of life in recovering patients.
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Affiliation(s)
| | - Gregory S Day
- Department of Neurology, Mayo Clinic, Jacksonville, FL
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28
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Fan B, Wu P, Zhou X, Chen Z, Pang L, Shi K, Zheng J. Aberrant resting-state interhemispheric functional connectivity in patients with anti-N-methyl-D-aspartate receptor encephalitis. Neuroradiology 2022; 64:2021-2030. [PMID: 35618843 DOI: 10.1007/s00234-022-02983-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2021] [Accepted: 05/16/2022] [Indexed: 11/25/2022]
Abstract
PURPOSE Previous studies have discovered different neuroimaging features in anti-NMDAR encephalitis associated with cognitive dysfunction. However, it is unknown whether there is a correlation between abnormal homotopic connectivity and cognitive impairment in anti-NMDAR encephalitis. We aim to explore the homotopic connectivity patterns of patients with anti-NMDAR encephalitis and their associations with clinical characteristics. METHODS Resting-state functional magnetic resonance imaging (rs-fMRI) was performed on 29 patients with anti-NMDAR encephalitis and 26 healthy controls (HCs). Voxel-mirrored homotopic connectivity (VMHC) and multivariate pattern analysis (MVPA) were applied to analyze the imaging data. A correlation was also performed between aberrant brain regions and clinical parameters. RESULTS Compared to HCs, the performance of alertness in the patient group was typically worse (p < 0.05). A significant decrease in VMHC was observed in many regions of the patients in comparison to HCs, including the cerebellar 6, para-hippocampal gyrus, insula, precuneus, and middle frontal gyrus (p < 0.001). The insula and middle frontal gyrus were found to show positive correlations with alertness. The MVPA method achieved a classification accuracy of 74.55% with a sensitivity of 82.76% and a specificity of 65.38% in discriminating patients from HCs. CONCLUSION Our findings indicate that interhemispheric functional imbalance may play a significant role in the pathophysiology of cognitive dysfunction in anti-NMDAR encephalitis. The MVPA results suggest that abnormal VMHC may play a crucial role in the identification of patients with anti-NMDAR encephalitis from HCs.
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Affiliation(s)
- Binglin Fan
- Department of Neurology, the First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Peirong Wu
- Department of Neurology, the First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Xia Zhou
- Department of Neurology, the First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Zexiang Chen
- Department of Neurology, the First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Linlin Pang
- Department of Neurology, the First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Ke Shi
- Department of Neurology, the First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Jinou Zheng
- Department of Neurology, the First Affiliated Hospital of Guangxi Medical University, Nanning, China.
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Huang G, Xin M, Hao Y, Bai S, Liu J, Zhang C. Cerebral Metabolic Network in Patients With Anti-N-Methyl-D-Aspartate Receptor Encephalitis on 18F-FDG PET Imaging. Front Neurosci 2022; 16:885425. [PMID: 35573296 PMCID: PMC9098961 DOI: 10.3389/fnins.2022.885425] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2022] [Accepted: 04/04/2022] [Indexed: 11/13/2022] Open
Abstract
BackgroundAnti-N-methyl-D-aspartate receptor (NMDAR) encephalitis is the most common autoimmune encephalitis (AE), and the prognosis may significantly be improved if identified earlier and immune-related treated more effectively. This study evaluated the brain metabolic network using fluorodeoxyglucose positron emission tomography (FDG PET).Material and methodsFDG PET imaging of patients with NMDAR encephalitis was used to investigate the metabolic connectivity network, which was analyzed using the graph theory. The results in patients were compared to those in age- and sex-matched healthy controls.ResultsThe hub nodes were mainly in the right frontal lobe in patients with NMDAR encephalitis. The global and local efficiencies in most brain regions were significantly reduced, and the shortest characteristic path length was significantly longer, especially in the temporal and occipital lobes. Significant network functions of topology properties were enhanced in the right frontal, caudate nucleus, and cingulate gyrus. In addition, the internal connection integration in the left cerebral hemisphere was poor, and the transmission efficiency of Internet information was low.ConclusionThe present findings indicate that those characteristic and connections of metabolic network were changed in the brain by graph theory analysis quantitatively, which is helpful to better understand neuropathological and physiological mechanisms in patients with anti-NMDAR encephalitis.
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Affiliation(s)
- Gan Huang
- Department of Nuclear Medicine, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Mei Xin
- Department of Nuclear Medicine, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yong Hao
- Department of Neurology, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Shuwei Bai
- Department of Neurology, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Jianjun Liu
- Department of Nuclear Medicine, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- *Correspondence: Chenpeng Zhang
| | - Chenpeng Zhang
- Department of Nuclear Medicine, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- Jianjun Liu
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Shir D, Day GS. Deciphering the contributions of neuroinflammation to neurodegeneration: lessons from antibody-mediated encephalitis and coronavirus disease 2019. Curr Opin Neurol 2022; 35:212-219. [PMID: 35102125 PMCID: PMC8896289 DOI: 10.1097/wco.0000000000001033] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/02/2022]
Abstract
PURPOSE OF REVIEW Does neuroinflammation promote neurodegeneration? Does neurodegeneration promote neuroinflammation? Or, is the answer to both questions, yes? These questions have proven challenging to answer in patients with typical age-related neurodegenerative diseases in whom the onset of neuroinflammation and neurodegeneration are largely unknown. Patients recovering from diseases associated with abrupt-onset neuroinflammation, including rare forms of antibody-mediated encephalitis (AME) and common complications of novel coronavirus disease 2019 (COVID-19), provide a unique opportunity to untangle the relationship between neuroinflammation and neurodegeneration. This review explores the lessons learned from patients with AME and COVID-19. RECENT FINDINGS Persistent cognitive impairment is increasingly recognized in patients recovering from AME or COVID-19, yet the drivers of impairment remain largely unknown. Clinical observations, neuroimaging and biofluid biomarkers, and pathological studies imply a link between the severity of acute neuroinflammation, subsequent neurodegeneration, and disease-associated morbidity. SUMMARY Data from patients with AME and COVID-19 inform key hypotheses that may be evaluated through future studies incorporating longitudinal biomarkers of neuroinflammation and neurodegeneration in larger numbers of recovering patients. The results of these studies may inform the contributors to cognitive impairment in patients with AME and COVID-19, with potential diagnostic and therapeutic applications in patients with age-related neurodegenerative diseases.
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Affiliation(s)
- Dror Shir
- Department of Neurology, Mayo Clinic, Rochester, Minnesota
| | - Gregory S. Day
- Department of Neurology, Mayo Clinic, Jacksonville, Florida, USA
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Wu X, Kong X, Vatansever D, Liu Z, Zhang K, Sahakian BJ, Robbins TW, Feng J, Thompson P, Zhang J. Dynamic changes in brain lateralization correlate with human cognitive performance. PLoS Biol 2022; 20:e3001560. [PMID: 35298460 PMCID: PMC8929635 DOI: 10.1371/journal.pbio.3001560] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2021] [Accepted: 01/31/2022] [Indexed: 12/12/2022] Open
Abstract
Hemispheric lateralization constitutes a core architectural principle of human brain organization underlying cognition, often argued to represent a stable, trait-like feature. However, emerging evidence underlines the inherently dynamic nature of brain networks, in which time-resolved alterations in functional lateralization remain uncharted. Integrating dynamic network approaches with the concept of hemispheric laterality, we map the spatiotemporal architecture of whole-brain lateralization in a large sample of high-quality resting-state fMRI data (N = 991, Human Connectome Project). We reveal distinct laterality dynamics across lower-order sensorimotor systems and higher-order associative networks. Specifically, we expose 2 aspects of the laterality dynamics: laterality fluctuations (LF), defined as the standard deviation of laterality time series, and laterality reversal (LR), referring to the number of zero crossings in laterality time series. These 2 measures are associated with moderate and extreme changes in laterality over time, respectively. While LF depict positive association with language function and cognitive flexibility, LR shows a negative association with the same cognitive abilities. These opposing interactions indicate a dynamic balance between intra and interhemispheric communication, i.e., segregation and integration of information across hemispheres. Furthermore, in their time-resolved laterality index, the default mode and language networks correlate negatively with visual/sensorimotor and attention networks, which are linked to better cognitive abilities. Finally, the laterality dynamics are associated with functional connectivity changes of higher-order brain networks and correlate with regional metabolism and structural connectivity. Our results provide insights into the adaptive nature of the lateralized brain and new perspectives for future studies of human cognition, genetics, and brain disorders. Hemispheric lateralization constitutes a core architectural principle of human brain organization, often argued to represent a stable, trait-like feature, but how does this fit with our increasing appreciation of the inherently dynamic nature of brain networks? This neuroimaging study reveals the dynamic nature of functional brain lateralization at resting-state and its relationship with language function and cognitive flexibility.
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Affiliation(s)
- Xinran Wu
- Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, China
| | - Xiangzhen Kong
- Department of Psychology and Behavioral Sciences, Zhejiang University, Zhejiang, China
| | - Deniz Vatansever
- Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, China
| | - Zhaowen Liu
- Psychiatric & Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Massachusetts General Hospital, Boston, Massachusetts, United States of America
| | - Kai Zhang
- School of Computer Science and Technology, East China Normal University, Shanghai, China
| | - Barbara J. Sahakian
- Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, China
- Department of the Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, United Kingdom
- Department of Psychology, University of Cambridge, Cambridge, United Kingdom
| | - Trevor W. Robbins
- Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, China
- Department of the Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, United Kingdom
- Department of Psychiatry, University of Cambridge School of Clinical Medicine, Cambridge, United Kingdom
| | - Jianfeng Feng
- Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, China
- Department of Computer Science, University of Warwick, Coventry, United Kingdom
- Collaborative Innovation Center for Brain Science, Fudan University, Shanghai, China
- Shanghai Center for Mathematical Sciences, Shanghai, China
| | - Paul Thompson
- Imaging Genetics Center, Mark & Mary Stevens Institute for Neuroimaging & Informatics, Keck School of Medicine, University of Southern California, Los Angeles, California, United States of America
| | - Jie Zhang
- Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, China
- * E-mail:
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von Schwanenflug N, Krohn S, Heine J, Paul F, Prüss H, Finke C. OUP accepted manuscript. Brain Commun 2022; 4:fcab298. [PMID: 35169701 PMCID: PMC8833311 DOI: 10.1093/braincomms/fcab298] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2021] [Revised: 10/13/2021] [Accepted: 01/03/2022] [Indexed: 11/21/2022] Open
Abstract
Traditional static functional connectivity analyses have shown distinct functional network alterations in patients with anti-N-methyl-d-aspartate receptor encephalitis. Here, we use a dynamic functional connectivity approach that increases the temporal resolution of connectivity analyses from minutes to seconds. We hereby explore the spatiotemporal variability of large-scale brain network activity in anti-N-methyl-d-aspartate receptor encephalitis and assess the discriminatory power of functional brain states in a supervised classification approach. We included resting-state functional magnetic resonance imaging data from 57 patients and 61 controls to extract four discrete connectivity states and assess state-wise group differences in functional connectivity, dwell time, transition frequency, fraction time and occurrence rate. Additionally, for each state, logistic regression models with embedded feature selection were trained to predict group status in a leave-one-out cross-validation scheme. Compared to controls, patients exhibited diverging dynamic functional connectivity patterns in three out of four states mainly encompassing the default-mode network and frontal areas. This was accompanied by a characteristic shift in the dwell time pattern and higher volatility of state transitions in patients. Moreover, dynamic functional connectivity measures were associated with disease severity and positive and negative schizophrenia-like symptoms. Predictive power was highest in dynamic functional connectivity models and outperformed static analyses, reaching up to 78.6% classification accuracy. By applying time-resolved analyses, we disentangle state-specific functional connectivity impairments and characteristic changes in temporal dynamics not detected in static analyses, offering new perspectives on the functional reorganization underlying anti-N-methyl-d-aspartate receptor encephalitis. Finally, the correlation of dynamic functional connectivity measures with disease symptoms and severity demonstrates a clinical relevance of spatiotemporal connectivity dynamics in anti-N-methyl-d-aspartate receptor encephalitis.
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Affiliation(s)
- Nina von Schwanenflug
- Department of Neurology, Charité—Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
- Berlin School of Mind and Brain, Humboldt-Universität zu Berlin, Berlin, Germany
| | - Stephan Krohn
- Department of Neurology, Charité—Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
- Berlin School of Mind and Brain, Humboldt-Universität zu Berlin, Berlin, Germany
| | - Josephine Heine
- Department of Neurology, Charité—Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
| | - Friedemann Paul
- Department of Neurology, Charité—Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
- Experimental and Clinical Research Center, Max-Delbrück Center for Molecular Medicine and Charité—Universitätsmedizin Berlin, Berlin, Germany
- Berlin Institute of Health, Berlin, Germany
- NeuroCure Clinical Research Center, Charité—Universitätsmedizin Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
| | - Harald Prüss
- Department of Neurology, Charité—Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
- German Centre for Neurodegenerative Diseases, DZNE, Berlin, Germany
| | - Carsten Finke
- Correspondence to: Carsten Finke Charitéplatz 1 10117 Berlin, Germany E-mail:
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Progressive cortical and sub-cortical alterations in patients with anti-N-methyl-D-aspartate receptor encephalitis. J Neurol 2022; 269:389-398. [PMID: 34297178 DOI: 10.1007/s00415-021-10643-1] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2021] [Revised: 05/31/2021] [Accepted: 06/02/2021] [Indexed: 10/20/2022]
Abstract
BACKGROUND Advanced structural analyses are increasingly being highly valued to uncover pathophysiological understanding of anti-N-methyl-D-aspartate receptor (NMDAR) encephalitis. Therefore, we aimed to explore whether and how antibody-mediated NMDAR dysfunction affected cortical and sub-cortical brain morphology and their relationship with clinical symptoms. METHODS We performed surface-based morphometry analyses, hippocampal segmentation, and correlational analyses in 24 patients with anti-NMDAR encephalitis after acute disease stage and 30 normal controls (NC) in this case-control study. RESULTS Patients showed significantly decreased cortical alterations mainly in language network (LN) and default mode network (DMN), as well as decreased gray matter volume in left cornu ammonis 1 (CA1) body of hippocampus. Further correlation analyses showed that the decreased cortical thickness in the right superior frontier gyrus was associated with decreased cognitive scores, the decreased cortical volume in the right pars triangulari and decreased surface area in the right pars operculari were associated with decreased memory scores, whereas decreased gray matter volume in the left CA1 body was significantly correlated with longer time between first symptom and imaging in the patients. CONCLUSION These results suggested that cognitive impairments resulted from long-term sequelae of the encephalitis were mainly associated with cortical alterations in LN and DMN and sub-cortical atrophy of left CA1 body, which can be served as effective features to assess disease progression in clinical routine examination.
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Chen Z, Zhou J, Wu D, Ji C, Luo B, Wang K. Altered executive control network connectivity in anti-NMDA receptor encephalitis. Ann Clin Transl Neurol 2021; 9:30-40. [PMID: 34923775 PMCID: PMC8791804 DOI: 10.1002/acn3.51487] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2021] [Revised: 11/12/2021] [Accepted: 11/15/2021] [Indexed: 11/24/2022] Open
Abstract
Objective The goal of this study was to examine whether the static functional connectivity (FC) of the executive control network (ECN) and the temporal properties of dynamic FC states in the ECN can characterize the underlying nature of anti‐N‐methyl‐d‐aspartate (anti‐NMDA) receptor encephalitis and their correlations with cognitive functions. Methods In total, 21 patients with anti‐NMDA receptor encephalitis past the acute stage and 23 healthy controls (HCs) underwent a set of neuropsychological tests and participated in a resting‐state fMRI study to analyse the static FC of the ECN and the temporal properties of dynamic FC states in the ECN. In addition, correlation analyses were performed to determine the correlations between the FC metrics and cognitive performance. Results Patients with anti‐NMDA receptor encephalitis past the acute stage showed significant cognitive impairments compared to HCs. In accord with the results of neuropsychological tests, static intrinsic FC alterations and changed dynamic FC metrics of ECN were observed in the patients. Importantly, we observed significant correlations between altered ECN metrics and working memory, information processing speed, executive function performance in the patients. Interpretation Our findings suggest that cognitive impairments in patients with anti‐NMDA receptor encephalitis past the acute stage are likely related to altered static and dynamic ECN connectivity. These observations may enhance our understanding of the pathophysiological mechanisms underlying cognitive function in this population.
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Affiliation(s)
- Zhongqin Chen
- Department of Neurology, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
| | - Jintao Zhou
- Department of Neurology, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
| | - Dengchang Wu
- Department of Neurology, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
| | - Caihong Ji
- Department of Neurology, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
| | - Benyan Luo
- Department of Neurology, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
| | - Kang Wang
- Department of Neurology, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
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Li JM, Acland BT, Brenner AS, Bentley WJ, Snyder LH. Relationships between correlated spikes, oxygen and LFP in the resting-state primate. Neuroimage 2021; 247:118728. [PMID: 34923136 DOI: 10.1016/j.neuroimage.2021.118728] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2020] [Revised: 11/09/2021] [Accepted: 11/12/2021] [Indexed: 11/28/2022] Open
Abstract
Resting-state functional MRI (rsfMRI) provides a view of human brain organization based on correlation patterns of blood oxygen level dependent (BOLD) signals recorded across the whole brain. The neural basis of resting-state BOLD fluctuations and their correlation remains poorly understood. We simultaneously recorded oxygen level, spikes, and local field potential (LFP) at multiple sites in awake, resting monkeys. Following a spike, the average local oxygen and LFP voltage responses each resemble a task-driven BOLD response, with LFP preceding oxygen by 0.5 s. Between sites, features of the long-range correlation patterns of oxygen, LFP, and spikes are similar to features seen in rsfMRI. Most of the variance shared between sites lies in the infraslow frequency band (0.01-0.1 Hz) and in the infraslow envelope of higher-frequency bands (e.g. gamma LFP). While gamma LFP and infraslow LFP are both strong correlates of local oxygen, infraslow LFP explains significantly more of the variance shared between correlated oxygen signals than any other electrophysiological signal. Together these findings are consistent with a causal relationship between infraslow LFP and long-range oxygen correlations in the resting state.
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Affiliation(s)
- Jingfeng M Li
- Department of Neuroscience, Washington University School of Medicine, 660 S Euclid Ave, Box 8108, St Louis, MO 63110, USA
| | - Benjamin T Acland
- Department of Neuroscience, Washington University School of Medicine, 660 S Euclid Ave, Box 8108, St Louis, MO 63110, USA
| | - Alexander S Brenner
- Department of Biomedical Engineering, Washington University, St Louis, MO 63130, USA
| | - William J Bentley
- Department of Neuroscience, Washington University School of Medicine, 660 S Euclid Ave, Box 8108, St Louis, MO 63110, USA
| | - Lawrence H Snyder
- Department of Neuroscience, Washington University School of Medicine, 660 S Euclid Ave, Box 8108, St Louis, MO 63110, USA; Department of Biomedical Engineering, Washington University, St Louis, MO 63130, USA.
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Ciano-Petersen NL, Cabezudo-García P, Muñiz-Castrillo S, Honnorat J, Serrano-Castro PJ, Oliver-Martos B. Current Status of Biomarkers in Anti-N-Methyl-D-Aspartate Receptor Encephalitis. Int J Mol Sci 2021; 22:13127. [PMID: 34884930 PMCID: PMC8658717 DOI: 10.3390/ijms222313127] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2021] [Revised: 11/29/2021] [Accepted: 12/01/2021] [Indexed: 02/05/2023] Open
Abstract
The discovery of biomarkers in rare diseases is of paramount importance to allow a better diagnosis, improve predictions of outcomes, and prompt the development of new treatments. Anti-N-methyl-D-aspartate receptor (NMDAR) encephalitis is a rare autoimmune disorder associated with the presence of antibodies targeting the GluN1 subunit of the NMDAR. Since it was discovered in 2007, large efforts have been made towards the identification of clinical, paraclinical, and molecular biomarkers to better understand the immune mechanisms that govern the course of the disease as well as to define predictors of treatment response and long-term outcomes. However, most of these biomarkers are still in an exploratory phase, with only a few candidates reaching the final phases of the always-complex process of biomarker development, mainly due to the low incidence of the disease and its recent description. Clinical and paraclinical markers are probably the most widely explored in anti-NMDAR encephalitis, five of them combined in a clinical score to predict 1 year outcome. On the contrary, soluble molecules, such as persistent antibody positivity, antibody titers, cytokines, and other inflammatory mediators, have been proposed as biomarkers of clinical activity, inflammation, prognosis, and treatment response, but further studies are required for their clinical validation including larger and more homogenous cohorts of patients. Similarly, genetic susceptibility biomarkers are still in the exploratory phase and, therefore, weak conclusions can for now only be achieved. Thus, further studies are warranted to define biomarkers and unravel the underlying mechanisms driving rare diseases such as anti-NMDAR encephalitis. Future international collaborative studies with prospective designs that enable the enrollment of large cohorts will allow for the identification and validation of novel biomarkers for clinical decision-making.
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Affiliation(s)
- Nicolás Lundahl Ciano-Petersen
- Neuroimmunology and Neuroinflammation Group, Biomedical Research Institute of Málaga (IBIMA), 29007 Málaga, Spain; (N.L.C.-P.); (P.C.-G.)
- Red Andaluza de Investigación Clínica y Traslacional en Neurología (Neuro-RECA), 29010 Málaga, Spain
- French Reference Center on Paraneoplastic Neurological Syndromes and Autoimmune Encephalitis, Hospices Civils de Lyon, Hôpital Neurologique, 69677 Bron, France; (S.M.-C.); (J.H.)
- SynatAc Team, Institut NeuroMyoGène, INSERM U1217/CNRS UMR 5310, Université de Lyon, Université Claude Bernard Lyon 1, 69372 Lyon, France
| | - Pablo Cabezudo-García
- Neuroimmunology and Neuroinflammation Group, Biomedical Research Institute of Málaga (IBIMA), 29007 Málaga, Spain; (N.L.C.-P.); (P.C.-G.)
- Red Andaluza de Investigación Clínica y Traslacional en Neurología (Neuro-RECA), 29010 Málaga, Spain
| | - Sergio Muñiz-Castrillo
- French Reference Center on Paraneoplastic Neurological Syndromes and Autoimmune Encephalitis, Hospices Civils de Lyon, Hôpital Neurologique, 69677 Bron, France; (S.M.-C.); (J.H.)
- SynatAc Team, Institut NeuroMyoGène, INSERM U1217/CNRS UMR 5310, Université de Lyon, Université Claude Bernard Lyon 1, 69372 Lyon, France
| | - Jérôme Honnorat
- French Reference Center on Paraneoplastic Neurological Syndromes and Autoimmune Encephalitis, Hospices Civils de Lyon, Hôpital Neurologique, 69677 Bron, France; (S.M.-C.); (J.H.)
- SynatAc Team, Institut NeuroMyoGène, INSERM U1217/CNRS UMR 5310, Université de Lyon, Université Claude Bernard Lyon 1, 69372 Lyon, France
| | - Pedro Jesús Serrano-Castro
- Neuroimmunology and Neuroinflammation Group, Biomedical Research Institute of Málaga (IBIMA), 29007 Málaga, Spain; (N.L.C.-P.); (P.C.-G.)
- Red Andaluza de Investigación Clínica y Traslacional en Neurología (Neuro-RECA), 29010 Málaga, Spain
| | - Begoña Oliver-Martos
- Neuroimmunology and Neuroinflammation Group, Biomedical Research Institute of Málaga (IBIMA), 29007 Málaga, Spain; (N.L.C.-P.); (P.C.-G.)
- Red Andaluza de Investigación Clínica y Traslacional en Neurología (Neuro-RECA), 29010 Málaga, Spain
- Department of Cell Biology, Genetics and Physiology, Physiology Area, University of Malaga, 29010 Málaga, Spain
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Impaired neurovascular coupling and cognitive deficits in anti-N-methyl-D-aspartate receptor encephalitis. Brain Imaging Behav 2021; 16:1065-1076. [PMID: 34735667 DOI: 10.1007/s11682-021-00588-4] [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: 01/05/2021] [Accepted: 10/17/2021] [Indexed: 10/19/2022]
Abstract
Anti-N-methyl-D-aspartate receptor (anti-NMDAR) encephalitis is a recently identified autoimmune disorder with heterogeneous neurological, psychiatric, and cognitive manifestations. The NMDAR is a key signaling node for neurovascular coupling, the mechanism by which cerebral blood perfusion is enhanced to meet local metabolic requirements from increased neuronal activity. Therefore, anti-NMDAR encephalitis may disrupt neurovascular coupling and induce cognitive deficits. This study examined neurovascular coupling and cognitive function in anti-NMDAR encephalitis patients to identify prognostic biomarkers, reveal potential pathogenic mechanisms, and provide clues to possible therapeutic strategies. In this study, twenty-three anti-NMDAR encephalitis patients and thirty healthy controls received neuropsychological testing and multimodal magnetic resonance imaging (MRI). Cerebral blood flow (CBF) was calculated from arterial spin labeling, and regional homogeneity (ReHo) was computed from functional MRI. Pearson's correlation coefficients between CBF and ReHo were calculated to obtain neurovascular coupling. At the whole gray matter level, CBF‒ReHo coupling was reduced in patients compared to healthy controls. At the regional level, CBF‒ReHo was significantly lower among patients in the precentral gyrus, frontal gyrus, insula, cuneus, inferior parietal lobe, supramarginal gyrus, angular gyrus, precuneus, temporal gyrus, and temporal pole. Reduced CBF‒ReHo in the left superior medial frontal gyrus of patients was significantly correlated with a deficit in verbal inhibition control, and the reduced CBF‒ReHo in the left insula was significantly correlated with impaired executive function. In conclusion, anti-NMDAR encephalitis is associated with both global and regional disruptions in neurovascular coupling that may in turn lead to deficits in specific cognitive domains.
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Giri YR, Parrill A, Damodar S, Fogel J, Ayed N, Syed M, Korie I, Ayyanar S, Typhair C, Hashmi S. Anti-N-Methyl-D-Aspartate Receptor (NMDAR) Encephalitis in Children and Adolescents: A Systematic Review and Quantitative Analysis of Reported Cases. JOURNAL OF THE CANADIAN ACADEMY OF CHILD AND ADOLESCENT PSYCHIATRY = JOURNAL DE L'ACADEMIE CANADIENNE DE PSYCHIATRIE DE L'ENFANT ET DE L'ADOLESCENT 2021; 30:236-248. [PMID: 34777507 PMCID: PMC8561849] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 02/21/2021] [Accepted: 08/09/2021] [Indexed: 06/13/2023]
Abstract
OBJECTIVE This pooled analysis, from a systematic review, examines anti-N-Methyl D-Aspartate Receptor (NMDAR) encephalitis presentation in children and adolescents. METHOD A comprehensive literature search from database inception through December 31, 2019, using PubMed, PsycInfo, and OVID was performed. Case reports and case series were included. Sample characteristics are described. Prodromal and presenting symptoms between partial recovery and full recovery are compared. The association between presenting symptoms and abnormal MRI, abnormal EEG, and tumor presence are determined. RESULTS The sample (n=283) had a mean age of 10.8 years with 75.3% females. The most common prodromal and presenting symptom was seizure (29.7% and 63.3%, respectively). Partial and full recovery did not differ for prodromal and presenting symptoms. Multivariate logistic regression analysis found that (1) delusion were significantly associated with higher odds and aggressive behavior was associated with lower odds for abnormal findings on magnetic resonance imaging (MRI); (2) waxing and waning of symptoms were significantly associated with higher odds for abnormal electroencephalograms (EEG), and (3) increased age and psychosis were each significantly associated with increased odds, and sleep disturbance and orofacial dyskinesia with lower odds for tumor presence. CONCLUSION Given the pattern of findings, routinely obtaining MRI and EEG should be considered for anti-NMDAR encephalitis in children and adolescents presenting with delusion and waxing and waning of symptoms, respectively. Investigation of tumors should be considered in patients with anti-NMDAR encephalitis especially when psychosis is present.
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Affiliation(s)
- Yam R Giri
- Department of Psychiatry and Behavioral Sciences, Nassau University Medical Center, East Meadow, New York, USA
| | - Allison Parrill
- American University of the Caribbean School of Medicine, Cupecoy, Sint Maarten
| | - Sreedevi Damodar
- American University of the Caribbean School of Medicine, Cupecoy, Sint Maarten
| | - Joshua Fogel
- Department of Business Management, Brooklyn College, Brooklyn, New York, USA
| | - Nisrin Ayed
- Jordan University of Science and Technology, Irbid, Jordan
| | - Muhammad Syed
- New York Institute of Technology College of Osteopathic Medicine, Old Westbury, New York, USA
- St. George's University of London, Wandsworth, United Kingdom
| | - Ijendu Korie
- Henry Mayo Newhall Hospital, Valencia, California, USA
| | - Sivaranjani Ayyanar
- Department of Psychiatry and Behavioral Sciences, Nassau University Medical Center, East Meadow, New York, USA
| | - Christopher Typhair
- American University of the Caribbean School of Medicine, Cupecoy, Sint Maarten
| | - Seema Hashmi
- Department of Psychiatry and Behavioral Sciences, Nassau University Medical Center, East Meadow, New York, USA
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Steriade C, Gillinder L, Rickett K, Hartel G, Higdon L, Britton J, French J. Discerning the Role of Autoimmunity and Autoantibodies in Epilepsy: A Review. JAMA Neurol 2021; 78:1383-1390. [PMID: 34515743 DOI: 10.1001/jamaneurol.2021.3113] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Importance The literature on neural autoantibody positivity in epilepsy has expanded over the last decade, with an increased interest among clinicians in identifying potentially treatable causes of otherwise refractory seizures. Observations Prior studies have reported a wide range of neural autoantibody positivity rates among various epilepsy populations, with the highest frequency reported in individuals with focal epilepsy of unknown cause and new-onset seizures. The antibodies in some cases are of uncertain significance, and their presence can cause conundrums regarding therapy. Conclusions and Relevance There is likely some role for neural autoantibody assessment in patients with unexplained epilepsy who lack clear evidence of autoimmune encephalitis, but the clinical implications of such testing remain unclear owing to limitations in previous published studies. A framework for study design to bridge the current gaps in knowledge on autoimmune-associated epilepsy is proposed.
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Affiliation(s)
- Claude Steriade
- NYU Comprehensive Epilepsy Center, New York University, New York
| | - Lisa Gillinder
- Mater Advanced Epilepsy Unit, Brisbane, Australia.,The University of Queensland, Brisbane, Australia
| | | | - Gunter Hartel
- Department of Statistics, QIMR Berghofer Institute, Brisbane, Australia
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Heine J, Kopp UA, Klag J, Ploner CJ, Prüss H, Finke C. Long-Term Cognitive Outcome in Anti-N-Methyl-D-Aspartate Receptor Encephalitis. Ann Neurol 2021; 90:949-961. [PMID: 34595771 DOI: 10.1002/ana.26241] [Citation(s) in RCA: 46] [Impact Index Per Article: 15.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2020] [Revised: 09/24/2021] [Accepted: 09/26/2021] [Indexed: 12/28/2022]
Abstract
OBJECTIVE Cognitive dysfunction is a core symptom of anti-N-methyl-D-aspartate receptor (NMDAR) encephalitis, but detailed studies on prevalence, characteristics of cognitive deficits, and the potential for recovery are missing. Here, we performed a prospective longitudinal study to assess cognitive long-term outcome and identify clinical predictors. METHODS Standardized comprehensive neuropsychological assessments were performed in 43 patients with NMDAR encephalitis 2.3 years and 4.9 years (median) after disease onset. Cognitive assessments covered executive function, working memory, verbal/visual episodic memory, attention, subjective complaints, and depression and anxiety levels. Cognitive performance of patients was compared to that of 30 healthy participants matched for age, sex, and education. RESULTS All patients had persistent cognitive deficits 2.3 years after onset, with moderate or severe impairment in >80% of patients. Core deficits included memory and executive function. After 4.9 years, significant improvement of cognitive function was observed, but moderate to severe deficits persisted in two thirds of patients, despite favorable functional neurological outcomes (median modified Rankin Scale = 1). Delayed treatment, higher disease severity, and longer duration of the acute phase were predictors for impaired cognitive outcome. The recovery process was time dependent, with greater gains earlier after the acute phase, although improvements were possible for several years after disease onset. INTERPRETATION Cognitive deficits are the main contributor to long-term morbidity in NMDAR encephalitis and persist beyond functional neurological recovery. Nonetheless, cognitive improvement is possible for several years after the acute phase and should be supported by continued cognitive rehabilitation. Cognition should be included as an outcome measure in future clinical studies. ANN NEUROL 2021;90:949-961.
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Affiliation(s)
- Josephine Heine
- Department of Neurology, Charité-Universitätsmedizin Berlin, Berlin, Germany.,Department of Psychology, Humboldt Universität zu Berlin, Berlin, Germany
| | - Ute A Kopp
- Department of Neurology, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Johanna Klag
- Department of Neurology, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Christoph J Ploner
- Department of Neurology, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Harald Prüss
- Department of Neurology, Charité-Universitätsmedizin Berlin, Berlin, Germany.,German Center for Neurodegenerative Diseases, Berlin, Germany
| | - Carsten Finke
- Department of Neurology, Charité-Universitätsmedizin Berlin, Berlin, Germany.,Berlin Center for Advanced Neuroimaging, Charité-Universitätsmedizin Berlin, Berlin, Germany.,Berlin School of Mind and Brain, Humboldt Universität zu Berlin, Berlin, Germany
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Wang K, Wu D, Ji C, Luo B, Wang C, Chen Z. Abnormal Brain Activation During Verbal Memory Encoding in Postacute Anti-N-Methyl-d-Aspartate Receptor Encephalitis. Brain Connect 2021; 12:660-669. [PMID: 34514848 PMCID: PMC9527060 DOI: 10.1089/brain.2021.0046] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
Background: Patients with postacute anti-N-methyl-D-aspartate (anti-NMDA) receptor encephalitis are often left with permanent memory impairments. Given that NMDA receptors are essential to memory encoding, and encoding processes have been suggested to contribute to the success of memory retrieval, we investigate whether postacute anti-NMDA receptor encephalitis leads to abnormal brain activation during verbal memory encoding and its potential effects on subsequent memory retrieval performance. Methods: To address this issue, this study recruited 21 adult patients with anti-NMDA receptor encephalitis past the acute stage and 22 healthy controls (HCs). Functional magnetic resonance imaging (fMRI) data were collected when they completed an episodic memory task. Results: At the neural level, the patients showed higher brain activation than the HCs in the bilateral hippocampus/parahippocampus (HG/PHG), right superior temporal gyrus (STG), and right thalamus during memory encoding. At the behavioral level, the patients showed worse memory retrieval performance than the HCs. Importantly, greater brain activation in the left HG/PHG during memory encoding was significantly associated with worse memory retrieval performance among the patients. Conclusion: Our findings indicate that postacute anti-NMDA receptor encephalitis is likely related to altered brain activation during memory encoding. Particularly, less memory retrieval performance often observed in patients with postacute anti-NMDA receptor encephalitis may result from abnormal activation in HG during encoding. These observations may enhance our understanding of NMDA receptor dysfunction in the human brain. Impact statement Patients with anti-N-methyl-D-aspartate (anti-NMDA) receptor encephalitis are often left with permanent memory impairments. In this study, brain activation during verbal memory encoding and its potential effects on subsequent memory retrieval performance are addressed using 21 adult patients with postacute anti-NMDA receptor encephalitis and 22 healthy controls. Greater brain activation in the left hippocampus/parahippocampus during memory encoding was significantly associated with worse memory retrieval performance among the patients. These observations enhance our understanding of NMDA receptor dysfunction in the human brain.
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Affiliation(s)
- Kang Wang
- Department of Neurology, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
| | - Dengchang Wu
- Department of Neurology, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
| | - Caihong Ji
- Department of Neurology, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
| | - Benyan Luo
- Department of Neurology, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
| | - Chunjie Wang
- Institute of Brain Science and Department of Physiology, School of Basic Medical Sciences, Hangzhou Normal University, Hangzhou, China
| | - Zhongqin Chen
- Department of Neurology, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
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Wu P, Pang X, Liang X, Wei W, Li X, Zhao J, Zheng J. Correlation analysis between regional homogeneity and executive dysfunction in anti-N-methyl-D-aspartate receptor encephalitis patients. Eur J Neurol 2021; 29:277-285. [PMID: 34546615 DOI: 10.1111/ene.15119] [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: 06/20/2021] [Revised: 07/19/2021] [Accepted: 09/19/2021] [Indexed: 11/29/2022]
Abstract
BACKGROUND AND PURPOSE Anti-N-methyl-d-aspartate receptor (NMDAR) encephalitis is characterized by a range of cognitive impairments, especially in executive function. Our study aims to identify the abnormal regional homogeneity (ReHo) in anti-NMDAR encephalitis patients and its relationship with the executive function. METHODS Forty patients and 42 healthy volunteers undertook an Attention Network Test and a resting-state functional magnetic resonance imaging scan. ReHo analysis was performed to investigate the neuronal activity synchronization in all subjects. Based on ReHo analysis, a multivariate pattern analysis (MVPA) was carried out to identify the brain regions that differed the most between the two groups. RESULTS Compared to controls, the patients had higher executive control scores (p < 0.05). The patients presented reduced ReHo values in the bilateral posterior cerebellar lobe, anterior cerebellar lobe, midbrain, bilateral caudate nucleus, right superior frontal gyrus, right middle temporal gyrus, bilateral inferior parietal lobule and the left middle frontal gyrus. The ReHo values of the bilateral inferior parietal lobule in patients were found to be negatively associated with executive control scores. The classification of patients and controls using MVPA had an accuracy of 76.83%, a sensitivity of 82.50%, a specificity of 71.43% and the area under the curve was 0.83. CONCLUSIONS Our study provides evidence of abnormal cerebral function in anti-NMDAR encephalitis patients, which may contribute to unveiling the neuropathological mechanisms of anti-NMDAR encephalitis and their influences on executive dysfunction. The MVPA classifier, based on ReHo, is helpful in identifying anti-NMDAR encephalitis patients from healthy controls.
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Affiliation(s)
- Peirong Wu
- Department of Neurology, First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Xiaomin Pang
- Department of Neurology, First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Xiulin Liang
- Department of Neurology, First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Wutong Wei
- Department of Neurology, First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Xinrong Li
- Department of Neurology, First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Jingyuan Zhao
- Department of Neurology, First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Jinou Zheng
- Department of Neurology, First Affiliated Hospital of Guangxi Medical University, Nanning, China
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Xiang Y, Zeng C, Liu B, Tan W, Wu J, Hu X, Han Y, Luo Q, Gong J, Liu J, Li Y. Deep Learning-Enabled Identification of Autoimmune Encephalitis on 3D Multi-Sequence MRI. J Magn Reson Imaging 2021; 55:1082-1092. [PMID: 34478565 DOI: 10.1002/jmri.27909] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2021] [Revised: 08/21/2021] [Accepted: 08/23/2021] [Indexed: 12/30/2022] Open
Abstract
BACKGROUND Autoimmune encephalitis (AE) is a noninfectious emergency with severe clinical attacks. It is difficult for the earlier diagnosis of acute AE due to the lack of antibody detection resources. PURPOSE To construct a deep learning (DL) algorithm using multi-sequence magnetic resonance imaging (MRI) for the identification of acute AE. STUDY TYPE Retrospective. POPULATION One hundred and sixty AE patients (90 women; median age 36), 177 herpes simplex virus encephalitis (HSVE) (89 women; median age 39), and 184 healthy controls (HC) (95 women; median age 39) were included. Fifty-two patients from another site were enrolled for external validation. FIELD STRENGTH/SEQUENCE 3.0 T; fast spin-echo (T1 WI, T2 WI, fluid attenuated inversion recovery imaging) and spin-echo echo-planar diffusion weighted imaging. ASSESSMENT Five DL models based on individual or combined four MRI sequences to classify the datasets as AE, HSVE, or HC. Reader experiment was further carried out by radiologists. STATISTICAL TESTS The discriminative performance of different models was assessed using the area under the receiver operating characteristic curve (AUC). The optimal threshold cut-off was identified when sensitivity and specificity were maximized (sensitivity + specificity - 1) in the validation set. Classification performance using confusion matrices was reported to evaluate the diagnostic value of the models and the radiologists' assessments before being assessed by the paired t-test (P < 0.05 was considered significant). RESULTS In the internal test set, the fusion model achieved the significantly greatest diagnostic performance than single-sequence DL models with AUCs of 0.828, 0.884, and 0.899 for AE, HSVE, and HC, respectively. The model demonstrated a consistently high performance in the external validation set with AUCs of 0.831 (AE), 0.882 (HSVE), and 0.892 (HC). The fusion model also demonstrated significantly higher performance than all radiologists in identifying AE (accuracy between the fuse model vs. average radiologist: 83% vs. 72%). DATA CONCLUSION The proposed DL algorithm derived from multi-sequence MRI provided desirable identification and classification of acute AE. LEVEL OF EVIDENCE 3 TECHNICAL EFFICACY: Stage 2.
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Affiliation(s)
- Yayun Xiang
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Chun Zeng
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | | | | | | | - Xiaofei Hu
- Department of Radiology, The Southwest Hospital of AMU, Chongqing, China
| | - Yongliang Han
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Qi Luo
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Junwei Gong
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Junhang Liu
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Yongmei Li
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
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Sa M, Mirza L, Carter M, Carlton Jones L, Gowda V, Handforth J, Hedderly T, Kenny J, Lascelles K, Lin JP, Lumsden D, McDougall M, Miller O, Rossor T, Shivamurthy V, Siddiqui A, Singh R, Tang S, White M, Byrne S, Lim M. Systemic Inflammation Is Associated With Neurologic Involvement in Pediatric Inflammatory Multisystem Syndrome Associated With SARS-CoV-2. NEUROLOGY-NEUROIMMUNOLOGY & NEUROINFLAMMATION 2021; 8:8/4/e999. [PMID: 33850037 PMCID: PMC8054962 DOI: 10.1212/nxi.0000000000000999] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/25/2020] [Accepted: 02/22/2021] [Indexed: 02/06/2023]
Abstract
Objective Pediatric inflammatory multisystem syndrome temporally associated with SARS-CoV-2 (PIMS-TS) is a severe immune-mediated disorder. We aim to report the neurologic features of children with PIMS-TS. Methods We identified children presenting to a large children's hospital with PIMS-TS from March to June 2020 and performed a retrospective medical note review, identifying clinical and investigative features alongside short-term outcome of children presenting with neurologic symptoms. Results Seventy-five patients with PIMS-TS were identified, 9 (12%) had neurologic involvement: altered conciseness (3), behavioral changes (3), focal neurology deficits (2), persistent headaches (2), hallucinations (2), excessive sleepiness (1), and new-onset focal seizures (1). Four patients had cranial images abnormalities. At 3-month follow-up, 1 child had died, 1 had hemiparesis, 3 had behavioral changes, and 4 completely recovered. Systemic inflammatory and prothrombotic markers were higher in patients with neurologic involvement (mean highest CRP 267 vs 202 mg/L, p = 0.05; procalcitonin 30.65 vs 13.11 μg/L, p = 0.04; fibrinogen 7.04 vs 6.17 g/L, p = 0.07; d-dimers 19.68 vs 7.35 mg/L, p = 0.005). Among patients with neurologic involvement, these markers were higher in those without full recovery at 3 months (ferritin 2284 vs 283 μg/L, p = 0.05; d-dimers 30.34 vs 6.37 mg/L, p = 0.04). Patients with and without neurologic involvement shared similar risk factors for PIMS-TS (Black, Asian and Minority Ethnic ethnicity 78% vs 70%, obese/overweight 56% vs 42%). Conclusions Broad neurologic features were found in 12% patients with PIMS-TS. By 3-month follow-up, half of these surviving children had recovered fully without neurologic impairment. Significantly higher systemic inflammatory markers were identified in children with neurologic involvement and in those who had not recovered fully.
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Affiliation(s)
- Mario Sa
- From the Children's Neurosciences (M.S., V.G., T.H., K.L., J.-P.L., D.L., T.R., R.S., S.T., S.B., M.L.), Paediatric Intensive Care (M.C., J.H., J.K., M.M.), Department of Paediatric Neuroradiology (L.C.J., A.S.), Department of Congenital Heart Disease (O.M.), Department of Pediatric Rheumatology (V.S.), and Department of General Paediatrics (M.W.), Evelina London Children's Hospital, Guy's and St Thomas' NHS Foundation Trust; Department of Women and Children's Health (L.M., M.C., J.H., J.K., O.M., M.W., M.L.), School of Life Course Sciences, King's College London; and Department of Neuroradiology (L.C.J., A.S.), King's College Hospital, London, United Kingdom
| | - Luwaiza Mirza
- From the Children's Neurosciences (M.S., V.G., T.H., K.L., J.-P.L., D.L., T.R., R.S., S.T., S.B., M.L.), Paediatric Intensive Care (M.C., J.H., J.K., M.M.), Department of Paediatric Neuroradiology (L.C.J., A.S.), Department of Congenital Heart Disease (O.M.), Department of Pediatric Rheumatology (V.S.), and Department of General Paediatrics (M.W.), Evelina London Children's Hospital, Guy's and St Thomas' NHS Foundation Trust; Department of Women and Children's Health (L.M., M.C., J.H., J.K., O.M., M.W., M.L.), School of Life Course Sciences, King's College London; and Department of Neuroradiology (L.C.J., A.S.), King's College Hospital, London, United Kingdom
| | - Michael Carter
- From the Children's Neurosciences (M.S., V.G., T.H., K.L., J.-P.L., D.L., T.R., R.S., S.T., S.B., M.L.), Paediatric Intensive Care (M.C., J.H., J.K., M.M.), Department of Paediatric Neuroradiology (L.C.J., A.S.), Department of Congenital Heart Disease (O.M.), Department of Pediatric Rheumatology (V.S.), and Department of General Paediatrics (M.W.), Evelina London Children's Hospital, Guy's and St Thomas' NHS Foundation Trust; Department of Women and Children's Health (L.M., M.C., J.H., J.K., O.M., M.W., M.L.), School of Life Course Sciences, King's College London; and Department of Neuroradiology (L.C.J., A.S.), King's College Hospital, London, United Kingdom
| | - Lalani Carlton Jones
- From the Children's Neurosciences (M.S., V.G., T.H., K.L., J.-P.L., D.L., T.R., R.S., S.T., S.B., M.L.), Paediatric Intensive Care (M.C., J.H., J.K., M.M.), Department of Paediatric Neuroradiology (L.C.J., A.S.), Department of Congenital Heart Disease (O.M.), Department of Pediatric Rheumatology (V.S.), and Department of General Paediatrics (M.W.), Evelina London Children's Hospital, Guy's and St Thomas' NHS Foundation Trust; Department of Women and Children's Health (L.M., M.C., J.H., J.K., O.M., M.W., M.L.), School of Life Course Sciences, King's College London; and Department of Neuroradiology (L.C.J., A.S.), King's College Hospital, London, United Kingdom
| | - Vasantha Gowda
- From the Children's Neurosciences (M.S., V.G., T.H., K.L., J.-P.L., D.L., T.R., R.S., S.T., S.B., M.L.), Paediatric Intensive Care (M.C., J.H., J.K., M.M.), Department of Paediatric Neuroradiology (L.C.J., A.S.), Department of Congenital Heart Disease (O.M.), Department of Pediatric Rheumatology (V.S.), and Department of General Paediatrics (M.W.), Evelina London Children's Hospital, Guy's and St Thomas' NHS Foundation Trust; Department of Women and Children's Health (L.M., M.C., J.H., J.K., O.M., M.W., M.L.), School of Life Course Sciences, King's College London; and Department of Neuroradiology (L.C.J., A.S.), King's College Hospital, London, United Kingdom
| | - Jennifer Handforth
- From the Children's Neurosciences (M.S., V.G., T.H., K.L., J.-P.L., D.L., T.R., R.S., S.T., S.B., M.L.), Paediatric Intensive Care (M.C., J.H., J.K., M.M.), Department of Paediatric Neuroradiology (L.C.J., A.S.), Department of Congenital Heart Disease (O.M.), Department of Pediatric Rheumatology (V.S.), and Department of General Paediatrics (M.W.), Evelina London Children's Hospital, Guy's and St Thomas' NHS Foundation Trust; Department of Women and Children's Health (L.M., M.C., J.H., J.K., O.M., M.W., M.L.), School of Life Course Sciences, King's College London; and Department of Neuroradiology (L.C.J., A.S.), King's College Hospital, London, United Kingdom
| | - Tammy Hedderly
- From the Children's Neurosciences (M.S., V.G., T.H., K.L., J.-P.L., D.L., T.R., R.S., S.T., S.B., M.L.), Paediatric Intensive Care (M.C., J.H., J.K., M.M.), Department of Paediatric Neuroradiology (L.C.J., A.S.), Department of Congenital Heart Disease (O.M.), Department of Pediatric Rheumatology (V.S.), and Department of General Paediatrics (M.W.), Evelina London Children's Hospital, Guy's and St Thomas' NHS Foundation Trust; Department of Women and Children's Health (L.M., M.C., J.H., J.K., O.M., M.W., M.L.), School of Life Course Sciences, King's College London; and Department of Neuroradiology (L.C.J., A.S.), King's College Hospital, London, United Kingdom
| | - Julia Kenny
- From the Children's Neurosciences (M.S., V.G., T.H., K.L., J.-P.L., D.L., T.R., R.S., S.T., S.B., M.L.), Paediatric Intensive Care (M.C., J.H., J.K., M.M.), Department of Paediatric Neuroradiology (L.C.J., A.S.), Department of Congenital Heart Disease (O.M.), Department of Pediatric Rheumatology (V.S.), and Department of General Paediatrics (M.W.), Evelina London Children's Hospital, Guy's and St Thomas' NHS Foundation Trust; Department of Women and Children's Health (L.M., M.C., J.H., J.K., O.M., M.W., M.L.), School of Life Course Sciences, King's College London; and Department of Neuroradiology (L.C.J., A.S.), King's College Hospital, London, United Kingdom
| | - Karine Lascelles
- From the Children's Neurosciences (M.S., V.G., T.H., K.L., J.-P.L., D.L., T.R., R.S., S.T., S.B., M.L.), Paediatric Intensive Care (M.C., J.H., J.K., M.M.), Department of Paediatric Neuroradiology (L.C.J., A.S.), Department of Congenital Heart Disease (O.M.), Department of Pediatric Rheumatology (V.S.), and Department of General Paediatrics (M.W.), Evelina London Children's Hospital, Guy's and St Thomas' NHS Foundation Trust; Department of Women and Children's Health (L.M., M.C., J.H., J.K., O.M., M.W., M.L.), School of Life Course Sciences, King's College London; and Department of Neuroradiology (L.C.J., A.S.), King's College Hospital, London, United Kingdom
| | - Jean-Pierre Lin
- From the Children's Neurosciences (M.S., V.G., T.H., K.L., J.-P.L., D.L., T.R., R.S., S.T., S.B., M.L.), Paediatric Intensive Care (M.C., J.H., J.K., M.M.), Department of Paediatric Neuroradiology (L.C.J., A.S.), Department of Congenital Heart Disease (O.M.), Department of Pediatric Rheumatology (V.S.), and Department of General Paediatrics (M.W.), Evelina London Children's Hospital, Guy's and St Thomas' NHS Foundation Trust; Department of Women and Children's Health (L.M., M.C., J.H., J.K., O.M., M.W., M.L.), School of Life Course Sciences, King's College London; and Department of Neuroradiology (L.C.J., A.S.), King's College Hospital, London, United Kingdom
| | - Daniel Lumsden
- From the Children's Neurosciences (M.S., V.G., T.H., K.L., J.-P.L., D.L., T.R., R.S., S.T., S.B., M.L.), Paediatric Intensive Care (M.C., J.H., J.K., M.M.), Department of Paediatric Neuroradiology (L.C.J., A.S.), Department of Congenital Heart Disease (O.M.), Department of Pediatric Rheumatology (V.S.), and Department of General Paediatrics (M.W.), Evelina London Children's Hospital, Guy's and St Thomas' NHS Foundation Trust; Department of Women and Children's Health (L.M., M.C., J.H., J.K., O.M., M.W., M.L.), School of Life Course Sciences, King's College London; and Department of Neuroradiology (L.C.J., A.S.), King's College Hospital, London, United Kingdom
| | - Marilyn McDougall
- From the Children's Neurosciences (M.S., V.G., T.H., K.L., J.-P.L., D.L., T.R., R.S., S.T., S.B., M.L.), Paediatric Intensive Care (M.C., J.H., J.K., M.M.), Department of Paediatric Neuroradiology (L.C.J., A.S.), Department of Congenital Heart Disease (O.M.), Department of Pediatric Rheumatology (V.S.), and Department of General Paediatrics (M.W.), Evelina London Children's Hospital, Guy's and St Thomas' NHS Foundation Trust; Department of Women and Children's Health (L.M., M.C., J.H., J.K., O.M., M.W., M.L.), School of Life Course Sciences, King's College London; and Department of Neuroradiology (L.C.J., A.S.), King's College Hospital, London, United Kingdom
| | - Owen Miller
- From the Children's Neurosciences (M.S., V.G., T.H., K.L., J.-P.L., D.L., T.R., R.S., S.T., S.B., M.L.), Paediatric Intensive Care (M.C., J.H., J.K., M.M.), Department of Paediatric Neuroradiology (L.C.J., A.S.), Department of Congenital Heart Disease (O.M.), Department of Pediatric Rheumatology (V.S.), and Department of General Paediatrics (M.W.), Evelina London Children's Hospital, Guy's and St Thomas' NHS Foundation Trust; Department of Women and Children's Health (L.M., M.C., J.H., J.K., O.M., M.W., M.L.), School of Life Course Sciences, King's College London; and Department of Neuroradiology (L.C.J., A.S.), King's College Hospital, London, United Kingdom
| | - Thomas Rossor
- From the Children's Neurosciences (M.S., V.G., T.H., K.L., J.-P.L., D.L., T.R., R.S., S.T., S.B., M.L.), Paediatric Intensive Care (M.C., J.H., J.K., M.M.), Department of Paediatric Neuroradiology (L.C.J., A.S.), Department of Congenital Heart Disease (O.M.), Department of Pediatric Rheumatology (V.S.), and Department of General Paediatrics (M.W.), Evelina London Children's Hospital, Guy's and St Thomas' NHS Foundation Trust; Department of Women and Children's Health (L.M., M.C., J.H., J.K., O.M., M.W., M.L.), School of Life Course Sciences, King's College London; and Department of Neuroradiology (L.C.J., A.S.), King's College Hospital, London, United Kingdom
| | - Vinay Shivamurthy
- From the Children's Neurosciences (M.S., V.G., T.H., K.L., J.-P.L., D.L., T.R., R.S., S.T., S.B., M.L.), Paediatric Intensive Care (M.C., J.H., J.K., M.M.), Department of Paediatric Neuroradiology (L.C.J., A.S.), Department of Congenital Heart Disease (O.M.), Department of Pediatric Rheumatology (V.S.), and Department of General Paediatrics (M.W.), Evelina London Children's Hospital, Guy's and St Thomas' NHS Foundation Trust; Department of Women and Children's Health (L.M., M.C., J.H., J.K., O.M., M.W., M.L.), School of Life Course Sciences, King's College London; and Department of Neuroradiology (L.C.J., A.S.), King's College Hospital, London, United Kingdom
| | - Ata Siddiqui
- From the Children's Neurosciences (M.S., V.G., T.H., K.L., J.-P.L., D.L., T.R., R.S., S.T., S.B., M.L.), Paediatric Intensive Care (M.C., J.H., J.K., M.M.), Department of Paediatric Neuroradiology (L.C.J., A.S.), Department of Congenital Heart Disease (O.M.), Department of Pediatric Rheumatology (V.S.), and Department of General Paediatrics (M.W.), Evelina London Children's Hospital, Guy's and St Thomas' NHS Foundation Trust; Department of Women and Children's Health (L.M., M.C., J.H., J.K., O.M., M.W., M.L.), School of Life Course Sciences, King's College London; and Department of Neuroradiology (L.C.J., A.S.), King's College Hospital, London, United Kingdom
| | - Rahul Singh
- From the Children's Neurosciences (M.S., V.G., T.H., K.L., J.-P.L., D.L., T.R., R.S., S.T., S.B., M.L.), Paediatric Intensive Care (M.C., J.H., J.K., M.M.), Department of Paediatric Neuroradiology (L.C.J., A.S.), Department of Congenital Heart Disease (O.M.), Department of Pediatric Rheumatology (V.S.), and Department of General Paediatrics (M.W.), Evelina London Children's Hospital, Guy's and St Thomas' NHS Foundation Trust; Department of Women and Children's Health (L.M., M.C., J.H., J.K., O.M., M.W., M.L.), School of Life Course Sciences, King's College London; and Department of Neuroradiology (L.C.J., A.S.), King's College Hospital, London, United Kingdom
| | - Shan Tang
- From the Children's Neurosciences (M.S., V.G., T.H., K.L., J.-P.L., D.L., T.R., R.S., S.T., S.B., M.L.), Paediatric Intensive Care (M.C., J.H., J.K., M.M.), Department of Paediatric Neuroradiology (L.C.J., A.S.), Department of Congenital Heart Disease (O.M.), Department of Pediatric Rheumatology (V.S.), and Department of General Paediatrics (M.W.), Evelina London Children's Hospital, Guy's and St Thomas' NHS Foundation Trust; Department of Women and Children's Health (L.M., M.C., J.H., J.K., O.M., M.W., M.L.), School of Life Course Sciences, King's College London; and Department of Neuroradiology (L.C.J., A.S.), King's College Hospital, London, United Kingdom
| | - Marie White
- From the Children's Neurosciences (M.S., V.G., T.H., K.L., J.-P.L., D.L., T.R., R.S., S.T., S.B., M.L.), Paediatric Intensive Care (M.C., J.H., J.K., M.M.), Department of Paediatric Neuroradiology (L.C.J., A.S.), Department of Congenital Heart Disease (O.M.), Department of Pediatric Rheumatology (V.S.), and Department of General Paediatrics (M.W.), Evelina London Children's Hospital, Guy's and St Thomas' NHS Foundation Trust; Department of Women and Children's Health (L.M., M.C., J.H., J.K., O.M., M.W., M.L.), School of Life Course Sciences, King's College London; and Department of Neuroradiology (L.C.J., A.S.), King's College Hospital, London, United Kingdom
| | - Susan Byrne
- From the Children's Neurosciences (M.S., V.G., T.H., K.L., J.-P.L., D.L., T.R., R.S., S.T., S.B., M.L.), Paediatric Intensive Care (M.C., J.H., J.K., M.M.), Department of Paediatric Neuroradiology (L.C.J., A.S.), Department of Congenital Heart Disease (O.M.), Department of Pediatric Rheumatology (V.S.), and Department of General Paediatrics (M.W.), Evelina London Children's Hospital, Guy's and St Thomas' NHS Foundation Trust; Department of Women and Children's Health (L.M., M.C., J.H., J.K., O.M., M.W., M.L.), School of Life Course Sciences, King's College London; and Department of Neuroradiology (L.C.J., A.S.), King's College Hospital, London, United Kingdom
| | - Ming Lim
- From the Children's Neurosciences (M.S., V.G., T.H., K.L., J.-P.L., D.L., T.R., R.S., S.T., S.B., M.L.), Paediatric Intensive Care (M.C., J.H., J.K., M.M.), Department of Paediatric Neuroradiology (L.C.J., A.S.), Department of Congenital Heart Disease (O.M.), Department of Pediatric Rheumatology (V.S.), and Department of General Paediatrics (M.W.), Evelina London Children's Hospital, Guy's and St Thomas' NHS Foundation Trust; Department of Women and Children's Health (L.M., M.C., J.H., J.K., O.M., M.W., M.L.), School of Life Course Sciences, King's College London; and Department of Neuroradiology (L.C.J., A.S.), King's College Hospital, London, United Kingdom.
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Lee WJ. Symptomatologic pathomechanism of N-methyl D-aspartate receptor encephalitis. ENCEPHALITIS 2021; 1:36-44. [PMID: 37469763 PMCID: PMC10295887 DOI: 10.47936/encephalitis.2021.00017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2021] [Revised: 02/15/2021] [Accepted: 02/16/2021] [Indexed: 07/21/2023] Open
Abstract
N-methyl D-aspartate receptor (NMDAR) encephalitis is a well-characterized clinical syndrome. The main molecular mechanism of NMDAR encephalitis is autoantibody-mediated NMDAR hypofunction in the neuronal synapse. Several pathomechanistic hypotheses might explain how NMDAR hypofunction causes the typical symptoms and prognosis of NMDAR encephalitis. Suppression of NMDAR-dependent gamma-aminobutyric acid interneurons provokes an accelerated activation of the positive feedback loops of the dorsolateral prefrontal cortex/subiculum-nucleus accumbens circuit in the striatum, the ventral tegmental area (VTA), and the nucleus reuniens in the thalamus-hippocampus-VTA loop. Dysregulated activation of the VTA and cortex via those positive feedback loops may explain the rapid clinical deterioration at acute stages of the disease and the well-characterized syndrome that includes limbic system dysfunction, intractable seizures, dyskinesia, coma, and the characteristic extreme delta brush. Progressive cerebellar atrophy is correlated with cumulative disease burden and is associated with worse long-term outcomes, which might be explained by the NMDAR-dependent pathways required to maintain neuronal survival. Those pathomechanistic hypotheses for NMDAR encephalitis support the rationale for the early introduction of combination immunotherapy and the use of adjuvant immunotherapy in patients with persisting symptoms in chronic disease phases.
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Affiliation(s)
- Woo-Jin Lee
- Department of Neurology, Seoul National University Hospital, Seoul, Korea
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Day GS, Yarbrough MY, Körtvelyessy P, Prüss H, Bucelli RC, Fritzler MJ, Mason W, Tang-Wai DF, Steriade C, Hébert J, Henson RL, Herries EM, Ladenson JH, Lopez-Chiriboga AS, Graff-Radford NR, Morris JC, Fagan A. Prospective Quantification of CSF Biomarkers in Antibody-Mediated Encephalitis. Neurology 2021; 96:e2546-e2557. [PMID: 33795390 DOI: 10.1212/wnl.0000000000011937] [Citation(s) in RCA: 32] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2020] [Accepted: 02/24/2021] [Indexed: 12/12/2022] Open
Abstract
OBJECTIVE To determine whether neuronal and neuroaxonal injury, neuroinflammation, and synaptic dysfunction associate with clinical course and outcomes in antibody-mediated encephalitis (AME), we measured biomarkers of these processes in CSF from patients presenting with AME and cognitively normal individuals. METHODS Biomarkers of neuronal (total tau, VILIP-1) and neuroaxonal damage (neurofilament light chain [NfL]), inflammation (YKL-40), and synaptic function (neurogranin, SNAP-25) were measured in CSF obtained from 45 patients at the time of diagnosis of NMDA receptor (n = 34) or LGI1/CASPR2 (n = 11) AME and 39 age- and sex-similar cognitively normal individuals. The association between biomarkers and modified Rankin Scale (mRS) scores were evaluated in a subset (n = 20) of longitudinally followed patients. RESULTS Biomarkers of neuroaxonal injury (NfL) and neuroinflammation (YKL-40) were elevated in AME cases at presentation, whereas markers of neuronal injury and synaptic function were stable (total tau) or decreased (VILIP-1, SNAP-25, neurogranin). The log-transformed ratio of YKL-40/SNAP-25 optimally discriminated patients from cognitively normal individuals (area under the receiver operating characteristic curve 0.99; 95% confidence interval 0.97, >0.99). Younger age (ρ = -0.56; p = 0.01), lower VILIP-1 (ρ = -0.60; p < 0.01) and SNAP-25 (ρ = -0.54; p = 0.01), and higher log10(YKL-40/SNAP-25) (ρ = 0.48; p = 0.04) associated with greater disease severity (higher mRS score) in prospectively followed patients. Higher YKL-40 (ρ = 0.60; p = 0.02) and neurogranin (ρ = 0.55; p = 0.03) at presentation were associated with higher mRS scores 12 months following hospital discharge. CONCLUSIONS CSF biomarkers suggest that neuronal integrity is acutely maintained in AME, despite neuroaxonal compromise. Low levels of biomarkers of synaptic function may reflect antibody-mediated internalization of cell surface receptors and may represent an acute correlate of antibody-mediated synaptic dysfunction, with the potential to inform disease severity and outcomes.
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Affiliation(s)
- Gregory S Day
- From the Department of Neurology (G.S.D., A.S.L.-C., N.R.G.-R.), Mayo Clinic, Jacksonville, FL; Departments of Pathology and Immunology (M.Y.Y., E.M.H., J.H.L.) and Neurology (R.C.B., R.L.H., E.M.H., J.H.L., J.C.M., A.F.) and The Charles F. and Joanne Knight Alzheimer Disease Research Center (R.L.H., J.C.M., A.F.), Washington University School of Medicine, St. Louis, MO; Department of Neurology (P.M.D.K.), University of Magdeburg; Department of Neurology and Experimental Neurology (P.M.D.K., H.P.) Charité, Universitätmedizin Berlin, Germany; Department of Medicine (M.J.F.), Cumming School of Medicine, University of Calgary; Department of Medicine (W.M., D.F.T.-W., J.H.), Division of Neurology, University of Toronto, Canada; and NYU Langone Comprehensive Epilepsy Center (C.S.), NYU Langone Health, New York, NY.
| | - Melanie Y Yarbrough
- From the Department of Neurology (G.S.D., A.S.L.-C., N.R.G.-R.), Mayo Clinic, Jacksonville, FL; Departments of Pathology and Immunology (M.Y.Y., E.M.H., J.H.L.) and Neurology (R.C.B., R.L.H., E.M.H., J.H.L., J.C.M., A.F.) and The Charles F. and Joanne Knight Alzheimer Disease Research Center (R.L.H., J.C.M., A.F.), Washington University School of Medicine, St. Louis, MO; Department of Neurology (P.M.D.K.), University of Magdeburg; Department of Neurology and Experimental Neurology (P.M.D.K., H.P.) Charité, Universitätmedizin Berlin, Germany; Department of Medicine (M.J.F.), Cumming School of Medicine, University of Calgary; Department of Medicine (W.M., D.F.T.-W., J.H.), Division of Neurology, University of Toronto, Canada; and NYU Langone Comprehensive Epilepsy Center (C.S.), NYU Langone Health, New York, NY
| | - Peter Körtvelyessy
- From the Department of Neurology (G.S.D., A.S.L.-C., N.R.G.-R.), Mayo Clinic, Jacksonville, FL; Departments of Pathology and Immunology (M.Y.Y., E.M.H., J.H.L.) and Neurology (R.C.B., R.L.H., E.M.H., J.H.L., J.C.M., A.F.) and The Charles F. and Joanne Knight Alzheimer Disease Research Center (R.L.H., J.C.M., A.F.), Washington University School of Medicine, St. Louis, MO; Department of Neurology (P.M.D.K.), University of Magdeburg; Department of Neurology and Experimental Neurology (P.M.D.K., H.P.) Charité, Universitätmedizin Berlin, Germany; Department of Medicine (M.J.F.), Cumming School of Medicine, University of Calgary; Department of Medicine (W.M., D.F.T.-W., J.H.), Division of Neurology, University of Toronto, Canada; and NYU Langone Comprehensive Epilepsy Center (C.S.), NYU Langone Health, New York, NY
| | - Harald Prüss
- From the Department of Neurology (G.S.D., A.S.L.-C., N.R.G.-R.), Mayo Clinic, Jacksonville, FL; Departments of Pathology and Immunology (M.Y.Y., E.M.H., J.H.L.) and Neurology (R.C.B., R.L.H., E.M.H., J.H.L., J.C.M., A.F.) and The Charles F. and Joanne Knight Alzheimer Disease Research Center (R.L.H., J.C.M., A.F.), Washington University School of Medicine, St. Louis, MO; Department of Neurology (P.M.D.K.), University of Magdeburg; Department of Neurology and Experimental Neurology (P.M.D.K., H.P.) Charité, Universitätmedizin Berlin, Germany; Department of Medicine (M.J.F.), Cumming School of Medicine, University of Calgary; Department of Medicine (W.M., D.F.T.-W., J.H.), Division of Neurology, University of Toronto, Canada; and NYU Langone Comprehensive Epilepsy Center (C.S.), NYU Langone Health, New York, NY
| | - Robert C Bucelli
- From the Department of Neurology (G.S.D., A.S.L.-C., N.R.G.-R.), Mayo Clinic, Jacksonville, FL; Departments of Pathology and Immunology (M.Y.Y., E.M.H., J.H.L.) and Neurology (R.C.B., R.L.H., E.M.H., J.H.L., J.C.M., A.F.) and The Charles F. and Joanne Knight Alzheimer Disease Research Center (R.L.H., J.C.M., A.F.), Washington University School of Medicine, St. Louis, MO; Department of Neurology (P.M.D.K.), University of Magdeburg; Department of Neurology and Experimental Neurology (P.M.D.K., H.P.) Charité, Universitätmedizin Berlin, Germany; Department of Medicine (M.J.F.), Cumming School of Medicine, University of Calgary; Department of Medicine (W.M., D.F.T.-W., J.H.), Division of Neurology, University of Toronto, Canada; and NYU Langone Comprehensive Epilepsy Center (C.S.), NYU Langone Health, New York, NY
| | - Marvin J Fritzler
- From the Department of Neurology (G.S.D., A.S.L.-C., N.R.G.-R.), Mayo Clinic, Jacksonville, FL; Departments of Pathology and Immunology (M.Y.Y., E.M.H., J.H.L.) and Neurology (R.C.B., R.L.H., E.M.H., J.H.L., J.C.M., A.F.) and The Charles F. and Joanne Knight Alzheimer Disease Research Center (R.L.H., J.C.M., A.F.), Washington University School of Medicine, St. Louis, MO; Department of Neurology (P.M.D.K.), University of Magdeburg; Department of Neurology and Experimental Neurology (P.M.D.K., H.P.) Charité, Universitätmedizin Berlin, Germany; Department of Medicine (M.J.F.), Cumming School of Medicine, University of Calgary; Department of Medicine (W.M., D.F.T.-W., J.H.), Division of Neurology, University of Toronto, Canada; and NYU Langone Comprehensive Epilepsy Center (C.S.), NYU Langone Health, New York, NY
| | - Warren Mason
- From the Department of Neurology (G.S.D., A.S.L.-C., N.R.G.-R.), Mayo Clinic, Jacksonville, FL; Departments of Pathology and Immunology (M.Y.Y., E.M.H., J.H.L.) and Neurology (R.C.B., R.L.H., E.M.H., J.H.L., J.C.M., A.F.) and The Charles F. and Joanne Knight Alzheimer Disease Research Center (R.L.H., J.C.M., A.F.), Washington University School of Medicine, St. Louis, MO; Department of Neurology (P.M.D.K.), University of Magdeburg; Department of Neurology and Experimental Neurology (P.M.D.K., H.P.) Charité, Universitätmedizin Berlin, Germany; Department of Medicine (M.J.F.), Cumming School of Medicine, University of Calgary; Department of Medicine (W.M., D.F.T.-W., J.H.), Division of Neurology, University of Toronto, Canada; and NYU Langone Comprehensive Epilepsy Center (C.S.), NYU Langone Health, New York, NY
| | - David F Tang-Wai
- From the Department of Neurology (G.S.D., A.S.L.-C., N.R.G.-R.), Mayo Clinic, Jacksonville, FL; Departments of Pathology and Immunology (M.Y.Y., E.M.H., J.H.L.) and Neurology (R.C.B., R.L.H., E.M.H., J.H.L., J.C.M., A.F.) and The Charles F. and Joanne Knight Alzheimer Disease Research Center (R.L.H., J.C.M., A.F.), Washington University School of Medicine, St. Louis, MO; Department of Neurology (P.M.D.K.), University of Magdeburg; Department of Neurology and Experimental Neurology (P.M.D.K., H.P.) Charité, Universitätmedizin Berlin, Germany; Department of Medicine (M.J.F.), Cumming School of Medicine, University of Calgary; Department of Medicine (W.M., D.F.T.-W., J.H.), Division of Neurology, University of Toronto, Canada; and NYU Langone Comprehensive Epilepsy Center (C.S.), NYU Langone Health, New York, NY
| | - Claude Steriade
- From the Department of Neurology (G.S.D., A.S.L.-C., N.R.G.-R.), Mayo Clinic, Jacksonville, FL; Departments of Pathology and Immunology (M.Y.Y., E.M.H., J.H.L.) and Neurology (R.C.B., R.L.H., E.M.H., J.H.L., J.C.M., A.F.) and The Charles F. and Joanne Knight Alzheimer Disease Research Center (R.L.H., J.C.M., A.F.), Washington University School of Medicine, St. Louis, MO; Department of Neurology (P.M.D.K.), University of Magdeburg; Department of Neurology and Experimental Neurology (P.M.D.K., H.P.) Charité, Universitätmedizin Berlin, Germany; Department of Medicine (M.J.F.), Cumming School of Medicine, University of Calgary; Department of Medicine (W.M., D.F.T.-W., J.H.), Division of Neurology, University of Toronto, Canada; and NYU Langone Comprehensive Epilepsy Center (C.S.), NYU Langone Health, New York, NY
| | - Julien Hébert
- From the Department of Neurology (G.S.D., A.S.L.-C., N.R.G.-R.), Mayo Clinic, Jacksonville, FL; Departments of Pathology and Immunology (M.Y.Y., E.M.H., J.H.L.) and Neurology (R.C.B., R.L.H., E.M.H., J.H.L., J.C.M., A.F.) and The Charles F. and Joanne Knight Alzheimer Disease Research Center (R.L.H., J.C.M., A.F.), Washington University School of Medicine, St. Louis, MO; Department of Neurology (P.M.D.K.), University of Magdeburg; Department of Neurology and Experimental Neurology (P.M.D.K., H.P.) Charité, Universitätmedizin Berlin, Germany; Department of Medicine (M.J.F.), Cumming School of Medicine, University of Calgary; Department of Medicine (W.M., D.F.T.-W., J.H.), Division of Neurology, University of Toronto, Canada; and NYU Langone Comprehensive Epilepsy Center (C.S.), NYU Langone Health, New York, NY
| | - Rachel L Henson
- From the Department of Neurology (G.S.D., A.S.L.-C., N.R.G.-R.), Mayo Clinic, Jacksonville, FL; Departments of Pathology and Immunology (M.Y.Y., E.M.H., J.H.L.) and Neurology (R.C.B., R.L.H., E.M.H., J.H.L., J.C.M., A.F.) and The Charles F. and Joanne Knight Alzheimer Disease Research Center (R.L.H., J.C.M., A.F.), Washington University School of Medicine, St. Louis, MO; Department of Neurology (P.M.D.K.), University of Magdeburg; Department of Neurology and Experimental Neurology (P.M.D.K., H.P.) Charité, Universitätmedizin Berlin, Germany; Department of Medicine (M.J.F.), Cumming School of Medicine, University of Calgary; Department of Medicine (W.M., D.F.T.-W., J.H.), Division of Neurology, University of Toronto, Canada; and NYU Langone Comprehensive Epilepsy Center (C.S.), NYU Langone Health, New York, NY
| | - Elizabeth M Herries
- From the Department of Neurology (G.S.D., A.S.L.-C., N.R.G.-R.), Mayo Clinic, Jacksonville, FL; Departments of Pathology and Immunology (M.Y.Y., E.M.H., J.H.L.) and Neurology (R.C.B., R.L.H., E.M.H., J.H.L., J.C.M., A.F.) and The Charles F. and Joanne Knight Alzheimer Disease Research Center (R.L.H., J.C.M., A.F.), Washington University School of Medicine, St. Louis, MO; Department of Neurology (P.M.D.K.), University of Magdeburg; Department of Neurology and Experimental Neurology (P.M.D.K., H.P.) Charité, Universitätmedizin Berlin, Germany; Department of Medicine (M.J.F.), Cumming School of Medicine, University of Calgary; Department of Medicine (W.M., D.F.T.-W., J.H.), Division of Neurology, University of Toronto, Canada; and NYU Langone Comprehensive Epilepsy Center (C.S.), NYU Langone Health, New York, NY
| | - Jack H Ladenson
- From the Department of Neurology (G.S.D., A.S.L.-C., N.R.G.-R.), Mayo Clinic, Jacksonville, FL; Departments of Pathology and Immunology (M.Y.Y., E.M.H., J.H.L.) and Neurology (R.C.B., R.L.H., E.M.H., J.H.L., J.C.M., A.F.) and The Charles F. and Joanne Knight Alzheimer Disease Research Center (R.L.H., J.C.M., A.F.), Washington University School of Medicine, St. Louis, MO; Department of Neurology (P.M.D.K.), University of Magdeburg; Department of Neurology and Experimental Neurology (P.M.D.K., H.P.) Charité, Universitätmedizin Berlin, Germany; Department of Medicine (M.J.F.), Cumming School of Medicine, University of Calgary; Department of Medicine (W.M., D.F.T.-W., J.H.), Division of Neurology, University of Toronto, Canada; and NYU Langone Comprehensive Epilepsy Center (C.S.), NYU Langone Health, New York, NY
| | - A Sebastian Lopez-Chiriboga
- From the Department of Neurology (G.S.D., A.S.L.-C., N.R.G.-R.), Mayo Clinic, Jacksonville, FL; Departments of Pathology and Immunology (M.Y.Y., E.M.H., J.H.L.) and Neurology (R.C.B., R.L.H., E.M.H., J.H.L., J.C.M., A.F.) and The Charles F. and Joanne Knight Alzheimer Disease Research Center (R.L.H., J.C.M., A.F.), Washington University School of Medicine, St. Louis, MO; Department of Neurology (P.M.D.K.), University of Magdeburg; Department of Neurology and Experimental Neurology (P.M.D.K., H.P.) Charité, Universitätmedizin Berlin, Germany; Department of Medicine (M.J.F.), Cumming School of Medicine, University of Calgary; Department of Medicine (W.M., D.F.T.-W., J.H.), Division of Neurology, University of Toronto, Canada; and NYU Langone Comprehensive Epilepsy Center (C.S.), NYU Langone Health, New York, NY
| | - Neill R Graff-Radford
- From the Department of Neurology (G.S.D., A.S.L.-C., N.R.G.-R.), Mayo Clinic, Jacksonville, FL; Departments of Pathology and Immunology (M.Y.Y., E.M.H., J.H.L.) and Neurology (R.C.B., R.L.H., E.M.H., J.H.L., J.C.M., A.F.) and The Charles F. and Joanne Knight Alzheimer Disease Research Center (R.L.H., J.C.M., A.F.), Washington University School of Medicine, St. Louis, MO; Department of Neurology (P.M.D.K.), University of Magdeburg; Department of Neurology and Experimental Neurology (P.M.D.K., H.P.) Charité, Universitätmedizin Berlin, Germany; Department of Medicine (M.J.F.), Cumming School of Medicine, University of Calgary; Department of Medicine (W.M., D.F.T.-W., J.H.), Division of Neurology, University of Toronto, Canada; and NYU Langone Comprehensive Epilepsy Center (C.S.), NYU Langone Health, New York, NY
| | - John C Morris
- From the Department of Neurology (G.S.D., A.S.L.-C., N.R.G.-R.), Mayo Clinic, Jacksonville, FL; Departments of Pathology and Immunology (M.Y.Y., E.M.H., J.H.L.) and Neurology (R.C.B., R.L.H., E.M.H., J.H.L., J.C.M., A.F.) and The Charles F. and Joanne Knight Alzheimer Disease Research Center (R.L.H., J.C.M., A.F.), Washington University School of Medicine, St. Louis, MO; Department of Neurology (P.M.D.K.), University of Magdeburg; Department of Neurology and Experimental Neurology (P.M.D.K., H.P.) Charité, Universitätmedizin Berlin, Germany; Department of Medicine (M.J.F.), Cumming School of Medicine, University of Calgary; Department of Medicine (W.M., D.F.T.-W., J.H.), Division of Neurology, University of Toronto, Canada; and NYU Langone Comprehensive Epilepsy Center (C.S.), NYU Langone Health, New York, NY
| | - Anne Fagan
- From the Department of Neurology (G.S.D., A.S.L.-C., N.R.G.-R.), Mayo Clinic, Jacksonville, FL; Departments of Pathology and Immunology (M.Y.Y., E.M.H., J.H.L.) and Neurology (R.C.B., R.L.H., E.M.H., J.H.L., J.C.M., A.F.) and The Charles F. and Joanne Knight Alzheimer Disease Research Center (R.L.H., J.C.M., A.F.), Washington University School of Medicine, St. Louis, MO; Department of Neurology (P.M.D.K.), University of Magdeburg; Department of Neurology and Experimental Neurology (P.M.D.K., H.P.) Charité, Universitätmedizin Berlin, Germany; Department of Medicine (M.J.F.), Cumming School of Medicine, University of Calgary; Department of Medicine (W.M., D.F.T.-W., J.H.), Division of Neurology, University of Toronto, Canada; and NYU Langone Comprehensive Epilepsy Center (C.S.), NYU Langone Health, New York, NY
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Li C, Pang X, Shi K, Long Q, Liu J, Zheng J. The Insula Is a Hub for Functional Brain Network in Patients With Anti- N-Methyl-D-Aspartate Receptor Encephalitis. Front Neurosci 2021; 15:642390. [PMID: 33790737 PMCID: PMC8005702 DOI: 10.3389/fnins.2021.642390] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2020] [Accepted: 01/29/2021] [Indexed: 01/17/2023] Open
Abstract
BACKGROUND In recent years, imaging technologies have been rapidly evolving, with an emphasis on the characterization of brain structure changes and functional imaging in patients with autoimmune encephalitis. However, the neural basis of anti-N-methyl-D-aspartate receptor (NMDAR) encephalitis and its linked cognitive decline is unclear. Our research aimed to assess changes in the functional brain network in patients with anti-NMDAR encephalitis and whether these changes lead to cognitive impairment. METHODS Twenty-one anti-NMDAR encephalitis patients and 22 age-, gender-, and education status-matched healthy controls were assessed using resting functional magnetic resonance imaging (fMRI) scanning and neuropsychological tests, including the Hamilton Depression Scale (HAMD24), the Montreal Cognitive Assessment (MoCA), and the Hamilton Anxiety Scale (HAMA). A functional brain network was constructed using fMRI, and the topology of the network parameters was analyzed using graph theory. Next, we extracted the aberrant topological parameters of the functional network as seeds and compared causal connectivity with the whole brain. Lastly, we explored the correlation of aberrant topological structures with deficits in cognitive performance. RESULTS Relative to healthy controls, anti-NMDAR encephalitis patients exhibited decreased MoCA scores and increased HAMA and HAMD24 scores (p < 0.05). The nodal clustering coefficient and nodal local efficiency of the left insula (Insula_L) were significantly decreased in anti-NMDAR encephalitis patients (p < 0.05 following Bonferroni correction). Moreover, anti-NMDAR encephalitis patients showed a weakened causal connectivity from the left insula to the left inferior parietal lobe (Parietal_Inf_L) compared to healthy controls. Conversely, the left superior parietal lobe (Parietal_sup_L) exhibited an enhanced causal connectivity to the left insula in anti-NMDAR encephalitis patients compared to controls. Unexpectedly, these alterations were not correlated with any neuropsychological test scores. CONCLUSION This research describes topological abnormalities in the functional brain network in anti-NMDAR encephalitis. These results will be conducive to understand the structure and function of the brain network of patients with anti-NMDAR encephalitis and further explore the neuropathophysiological mechanisms.
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Affiliation(s)
- Chunyan Li
- Department of Neurology, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Xiaomin Pang
- Department of Radiology, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Ke Shi
- Department of Neurology, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Qijia Long
- Department of Neurology, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Jinping Liu
- Department of Neurology, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Jinou Zheng
- Department of Neurology, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
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Wang J, Duan Y, Zhang T, Huang J, Ren Z, Ye J, Wang N, Li Y, Chen X, Gao P, Li K, Liu Y. Aberrant multimodal brain networks in patients with anti-NMDA receptor encephalitis. CNS Neurosci Ther 2021; 27:652-663. [PMID: 33713553 PMCID: PMC8111502 DOI: 10.1111/cns.13632] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2020] [Revised: 01/26/2021] [Accepted: 02/17/2021] [Indexed: 11/30/2022] Open
Abstract
Aims To explore large‐scale brain network alterations and examine their clinical and neuropsychological relevance in patients with anti‐N‐methyl‐D‐aspartate receptor (NMDAR) encephalitis. Methods Twenty‐four patients with anti‐NMDAR encephalitis and 26 matched healthy controls (HCs) were enrolled in our study. Based on the multimodal MRI dataset, individual morphological, structural, and functional brain networks were constructed and compared between the two groups at multiple levels. The associations with clinical/neuropsychological variables and the discriminant ability of significant alterations were further studied. Results Multimodal network analysis revealed that anti‐NMDAR encephalitis mainly affected morphological and structural networks, but subtle alterations were observed in functional networks. Intriguingly, decreased network local efficiency was observed for both morphological and structural networks and increased nodal centrality in the lateral orbital gyrus was convergently observed among the three types of networks in the patients. Moreover, the alterations, particularly those from structural networks, accounted largely for cognitive deficits of the patients and could distinguish the diseased individuals from the HCs with excellent performance (area under the curve =0.933). Conclusions The current study provides a comprehensive view of characteristic multimodal network dysfunction in anti‐NMDAR encephalitis, which is crucial to establish new diagnostic biomarkers and promising therapeutic targets for the disease.
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Affiliation(s)
- Jinhui Wang
- Institute for Brain Research and Rehabilitation, Guangdong Key Laboratory of Mental Health and Cognitive Science, Center for Studies of Psychological Application, South China Normal University, Guangzhou, China.,Key Laboratory of Brain, Cognition and Education Sciences (South China Normal University), Ministry of Education, Guangzhou, China
| | - Yunyun Duan
- Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Tian Zhang
- Department of Radiology, Xuanwu Hospital, Capital Medical University, Beijing, China
| | - Jing Huang
- Department of Radiology, Xuanwu Hospital, Capital Medical University, Beijing, China
| | - Zhuoqiong Ren
- Department of Radiology, Xuanwu Hospital, Capital Medical University, Beijing, China
| | - Jing Ye
- Department of Radiology, Xuanwu Hospital, Capital Medical University, Beijing, China
| | - Ningkai Wang
- Institute for Brain Research and Rehabilitation, Guangdong Key Laboratory of Mental Health and Cognitive Science, Center for Studies of Psychological Application, South China Normal University, Guangzhou, China
| | - Yinzhi Li
- Institute for Brain Research and Rehabilitation, Guangdong Key Laboratory of Mental Health and Cognitive Science, Center for Studies of Psychological Application, South China Normal University, Guangzhou, China
| | - Xiaoya Chen
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Peiyi Gao
- Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Kuncheng Li
- Department of Radiology, Xuanwu Hospital, Capital Medical University, Beijing, China
| | - Yaou Liu
- Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China.,Tiantan Image Research Center, China National Clinical Research Center for Neurological Diseases, Beijing, China
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Ma K, Liu Y, Shao W, Sun J, Li J, Fang X, Li J, Wang Z, Zhang D. Brain Functional Interaction of Acupuncture Effects in Diarrhea-Dominant Irritable Bowel Syndrome. Front Neurosci 2021; 14:608688. [PMID: 33384580 PMCID: PMC7770184 DOI: 10.3389/fnins.2020.608688] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2020] [Accepted: 11/11/2020] [Indexed: 01/30/2023] Open
Abstract
Acupuncture is a traditional Chinese medicine treatment that has widely been used to modulate gastrointestinal dysfunction caused by irritable bowel syndrome (IBS) and to alleviate the resulting pain. Recent studies have shown that gastrointestinal dysfunction caused by IBS is associated with dysregulation of the brain's central and peripheral nervous system, while functional magnetic resonance imaging (fMRI) helps explore functional abnormality of the brain. However, previous studies rarely used fMRI to study the correlations between brain functional connection, interaction, or segregation (e.g., network degree and clustering coefficient) and acupuncture stimulation in IBS. To bridge this knowledge gap, we study the changed brain functional connection, interaction, and segregation before and after acupuncture stimulation for diarrhea-dominant IBS (IBS-D) with the help of complex network methods based on fMRI. Our results indicate that the abnormal functional connections (FCs) in the right hippocampus, right superior occipital gyrus, left lingual gyrus, left middle occipital gyrus, and the cerebellum, and abnormal network degree in right middle occipital gyrus, where normal controls are significantly different from IBS-D patients, are improved after acupuncture stimulation. These changed FCs and the network degree before and after acupuncture stimulation have significant correlations with the changed clinical information including IBS symptom severity score (r = −0.54, p = 0.0065) and IBS quality of life (r = 0.426, p = 0.038). We conclude that the changes of the brain functional connection, interaction, and segregation in the hippocampus, middle and superior occipital gyrus, cerebellum, and the lingual gyrus may be related to acupuncture stimulation. The abnormal functional connection, interaction, and segregation in IBS-D may be improved after acupuncture stimulation.
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Affiliation(s)
- Kai Ma
- MIIT Key Laboratory of Pattern Analysis and Machine Intelligence, College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China
| | - Yongkang Liu
- Department of Radiology, The Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, China
| | - Wei Shao
- MIIT Key Laboratory of Pattern Analysis and Machine Intelligence, College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China
| | - Jianhua Sun
- Department of Acupuncture and Rehabilitation, The Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, China
| | - Jing Li
- Department of Acupuncture and Moxibustion, Nanjing Hospital of Chinese Medicine affiliated to Nanjing University of Chinese Medicine, Nanjing, China
| | - Xiaokun Fang
- Department of Radiology, The Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, China
| | - Jing Li
- Department of Radiology, The Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, China
| | - Zhongqiu Wang
- Department of Radiology, The Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, China
| | - Daoqiang Zhang
- MIIT Key Laboratory of Pattern Analysis and Machine Intelligence, College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China
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Liu D, Zhao C, Wang W, Wang Y, Li R, Sun J, Liu J, Liu M, Zhang X, Liang Y, Li H. Altered Gray Matter Volume and Functional Connectivity in Human Immunodeficiency Virus-Infected Adults. Front Neurosci 2020; 14:601063. [PMID: 33343289 PMCID: PMC7744568 DOI: 10.3389/fnins.2020.601063] [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: 08/31/2020] [Accepted: 11/05/2020] [Indexed: 01/10/2023] Open
Abstract
People living with human immunodeficiency virus (HIV) (PLWH) are at high risk of neurocognitive impairment. The pathogenesis of neurocognitive impairment remains unclear, and there is still no diagnostic biomarker. By coupling three-dimensional T1-weighted imaging and resting-state functional imaging, we explored structural and functional alterations in PLWH and examined whether such imaging alterations had the potential to denote neurocognitive function. A total of 98 PLWH and 47 seronegative controls aged 20–53 years were recruited. Structural alterations were first explored between HIV-negative controls and PLWH. Subsequently, brain regions showing gray matter alterations were used as seeds for separate whole-brain functional connectivity (FC) analysis. Finally, the relationships between imaging alterations and cognitive function were explored. PLWH suffered from thalamus, occipital lobe, and hippocampus/parahippocampus atrophy. Visual cortices in PLWH showed decreased anticorrelation with the posterior cingulate cortex and left angular gyrus of the default mode network. FC within the visual cortices (between the left calcarine and right calcarine) and in the thalamic prefrontal circuit and between the thalamus and somatosensory association cortex were also altered. In addition, FC between the left thalamus and right dorsolateral prefrontal cortex in the cognitively impaired group was significantly different from that in the cognitively normal group in PLWH. Partial correlation analysis uncorrected for multiple comparisons suggested that some imaging alterations can be associated with neurocognition. Our study supports the presence of brain atrophy and functional reconfiguration in PLWH. Imaging alterations can be associated with neurocognitive function. We hold that neuroimaging is a promising approach in evaluating PLWH and might have the potential to clarify the pathogenesis of HIV-associated neurocognitive disorder.
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Affiliation(s)
- Dan Liu
- Department of Radiology, Beijing Youan Hospital, Capital Medical University, Beijing, China
| | - Cui Zhao
- School of Biomedical Engineering, Capital Medical University, Beijing, China
| | - Wei Wang
- Department of Radiology, Beijing Youan Hospital, Capital Medical University, Beijing, China
| | - Yuanyuan Wang
- Department of Radiology, Beijing Second Hospital, Beijing, China
| | - Ruili Li
- Department of Radiology, Beijing Youan Hospital, Capital Medical University, Beijing, China
| | - Jun Sun
- Department of Radiology, Beijing Youan Hospital, Capital Medical University, Beijing, China
| | - Jiaojiao Liu
- Department of Radiology, Beijing Youan Hospital, Capital Medical University, Beijing, China
| | - Mingming Liu
- Physical Examination Center, Cangzhou Central Hospital, Hebei, China
| | - Xu Zhang
- School of Biomedical Engineering, Capital Medical University, Beijing, China
| | - Ying Liang
- School of Biomedical Engineering, Capital Medical University, Beijing, China
| | - Hongjun Li
- Department of Radiology, Beijing Youan Hospital, Capital Medical University, Beijing, China.,Beijing University of Aeronautics and Astronautics, Beijing, China
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