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Ding S, Li X, Huang Z, Wang L, Shi Z, Cai J, Zheng H. Alterations of brain structural and functional connectivity networks topology and decoupling in pediatric myelin oligodendrocyte glycoprotein antibody-associated disease. Mult Scler Relat Disord 2024; 87:105699. [PMID: 38838424 DOI: 10.1016/j.msard.2024.105699] [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: 03/06/2024] [Revised: 05/31/2024] [Accepted: 06/01/2024] [Indexed: 06/07/2024]
Abstract
OBJECTIVE To investigate the alteration in structural and functional connectivity networks (SCN and FCN) as well as their coupling in pediatric myelin oligodendrocyte glycoprotein antibody-associated disease (MOGAD), and determine if these properties could serve as potential biomarkers for the disease. MATERIALS AND METHODS In total of 32 children with MOGAD and 30 age- and sex-matched healthy controls (HC) were employed to construct the SCN and FCN, respectively. The graph-theoretical analyses of the global properties, node properties of the 90 brain nodes, and the structural-functional connectivity (SC-FC) coupling of the two networks were performed. The graph-theoretical properties that exhibited significant differences were analyzed using partial correlation analysis in conjunction with the clinical scales, including the expanded disability status scale (EDSS), modified Rankin scale (mRS), and pediatric cerebral performance category (PCPC) of the MOGAD group. Subsequently, a machine learning model was developed to discriminate between MOGAD and the HC group, aiming to explore the potential of these properties as biomarkers. RESULTS The SCN of the MOGAD group exhibited aberrant global properties, including an increased characteristic path length (Lp) and a decreased global efficiency (Eg), along with reduced nodal properties such as degree centrality (Dc), nodal efficiency (Ne), and local efficiency in multiple nodes. The FCN of the MOGAD group only exhibited decreased Dc, Ne, and betweenness centrality in two nodes of nodal properties. Besides, MOGAD showed a significant decrease in SC-FC coupling compared to the HC group. The analysis of partial correlation revealed significant correlations between several properties and the scales of EDSS and mRS in the MOGAD group. The machine learning method was used to extract six features and establish the model, achieving a classification accuracy of 82.3% for MOGAD. CONCLUSIONS Pediatric MOGAD showed a more pronounced impairment in the SCN along with decoupling of SC-FC. Both partial correlation analysis and discriminant modeling suggest that alterations in brain network properties have the potential as biomarkers for assessing brain damage in MOGAD.
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Affiliation(s)
- Shuang Ding
- Department of Radiology, Children's Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Child Neurodevelopment and Cognitive Disorders, Chongqing 400014, China
| | - Xiujuan Li
- Department of Neurology, Children's Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Child Neurodevelopment and Cognitive Disorders, Chongqing 400014, China
| | - Zhongxin Huang
- Department of Radiology, Women and Children's Hospital of Chongqing Medical University, Chongqing 401147, China
| | - Longlun Wang
- Department of Radiology, Children's Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Child Neurodevelopment and Cognitive Disorders, Chongqing 400014, China
| | - Zhuowei Shi
- Department of Radiology, the First Affiliated Hospital of Chongqing Medical University, Chongqing 400000, China
| | - Jinhua Cai
- Department of Radiology, Children's Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Child Neurodevelopment and Cognitive Disorders, Chongqing 400014, China
| | - Helin Zheng
- Department of Radiology, Children's Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Child Neurodevelopment and Cognitive Disorders, Chongqing 400014, China.
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Kazzi C, Alpitsis R, O'Brien TJ, Malpas CB, Monif M. Cognitive and psychopathological features of neuromyelitis optica spectrum disorder and myelin oligodendrocyte glycoprotein antibody-associated disease: A narrative review. Mult Scler Relat Disord 2024; 85:105596. [PMID: 38574722 DOI: 10.1016/j.msard.2024.105596] [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: 08/25/2023] [Revised: 03/25/2024] [Accepted: 03/29/2024] [Indexed: 04/06/2024]
Abstract
Clinicians are becoming increasingly aware of the cognitive and psychopathological consequences of neurological diseases, which were once thought to manifest with motor and sensory impairments only. The cognitive profile of multiple sclerosis, in particular, is now well-characterised. Similar efforts are being made to better characterise the cognitive profile of other central nervous system inflammatory demyelinating autoimmune disorders. This review discusses the current understanding of the cognitive and psychological features of neuromyelitis optica spectrum disorder (NMOSD) and myelin oligodendrocyte glycoprotein antibody-associated disease (MOGAD). Detailed analysis of the cognitive sequelae of the above conditions can not only assist with understanding disease pathogenesis but also can guide appropriate management of the symptoms and consequently, improve the quality of life and long-term outcomes for these patients. This narrative review will also identify research gaps and provide recommendations for future directions in the field.
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Affiliation(s)
- Christina Kazzi
- Department of Neurosciences, Faculty of Medicine, Nursing and Health Sciences, School of Translational Medicine, Monash University, Level 6, The Alfred Centre, 99 Commercial Road, Melbourne, VIC 3004, Australia; Department of Neurology, Alfred Health, Melbourne, VIC, Australia
| | - Rubina Alpitsis
- Department of Neurosciences, Faculty of Medicine, Nursing and Health Sciences, School of Translational Medicine, Monash University, Level 6, The Alfred Centre, 99 Commercial Road, Melbourne, VIC 3004, Australia; Department of Neurology, Alfred Health, Melbourne, VIC, Australia
| | - Terence J O'Brien
- Department of Neurosciences, Faculty of Medicine, Nursing and Health Sciences, School of Translational Medicine, Monash University, Level 6, The Alfred Centre, 99 Commercial Road, Melbourne, VIC 3004, Australia; Department of Neurology, Alfred Health, Melbourne, VIC, Australia
| | - Charles B Malpas
- Department of Neurosciences, Faculty of Medicine, Nursing and Health Sciences, School of Translational Medicine, Monash University, Level 6, The Alfred Centre, 99 Commercial Road, Melbourne, VIC 3004, Australia; Department of Neurology, Alfred Health, Melbourne, VIC, Australia; Department of Neurology, The Royal Melbourne Hospital, Parkville, VIC, Australia; Melbourne School of Psychological Sciences, University of Melbourne, VIC, Australia
| | - Mastura Monif
- Department of Neurosciences, Faculty of Medicine, Nursing and Health Sciences, School of Translational Medicine, Monash University, Level 6, The Alfred Centre, 99 Commercial Road, Melbourne, VIC 3004, Australia; Department of Neurology, Alfred Health, Melbourne, VIC, Australia; Department of Neurology, The Royal Melbourne Hospital, Parkville, VIC, Australia.
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Wang Y, Yang Z, Zheng X, Liang X, Chen J, He T, Zhu Y, Wu L, Huang M, Zhang N, Zhou F. Temporal and topological properties of dynamic networks reflect disability in patients with neuromyelitis optica spectrum disorders. Sci Rep 2024; 14:4199. [PMID: 38378887 PMCID: PMC10879085 DOI: 10.1038/s41598-024-54518-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2023] [Accepted: 02/13/2024] [Indexed: 02/22/2024] Open
Abstract
Approximately 36% of patients with neuromyelitis optica spectrum disorders (NMOSD) suffer from severe visual and motor disability (blindness or light perception or unable to walk) with abnormalities of whole-brain functional networks. However, it remains unclear how whole-brain functional networks and their dynamic properties are related to clinical disability in patients with NMOSD. Our study recruited 30 NMOSD patients (37.70 ± 11.99 years) and 45 healthy controls (HC, 41.84 ± 11.23 years). The independent component analysis, sliding-window approach and graph theory analysis were used to explore the static strength, time-varying and topological properties of large-scale functional networks and their associations with disability in NMOSD. Compared to HC, NMOSD patients showed significant alterations in dynamic networks rather than static networks. Specifically, NMOSD patients showed increased occurrence (fractional occupancy; P < 0.001) and more dwell times of the low-connectivity state (P < 0.001) with fewer transitions (P = 0.028) between states than HC, and higher fractional occupancy, increased dwell times of the low-connectivity state and lower transitions were related to more severe disability. Moreover, NMOSD patients exhibited altered small-worldness, decreased degree centrality and reduced clustering coefficients of hub nodes in dynamic networks, related to clinical disability. NMOSD patients exhibited higher occurrence and more dwell time in low-connectivity states, along with fewer transitions between states and decreased topological organizations, revealing the disrupted communication and coordination among brain networks over time. Our findings could provide new perspective to help us better understand the neuropathological mechanism of the clinical disability in NMOSD.
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Affiliation(s)
- Yao Wang
- Department of Radiology, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, 330006, Jiangxi Province, China
- Clinical Research Center for Medical Imaging in Jiangxi Province, Nanchang, 330006, Jiangxi Province, China
| | - Ziwei Yang
- Department of Radiology, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, 330006, Jiangxi Province, China
- Clinical Research Center for Medical Imaging in Jiangxi Province, Nanchang, 330006, Jiangxi Province, China
| | - Xiumei Zheng
- Department of Radiology, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, 330006, Jiangxi Province, China
- Clinical Research Center for Medical Imaging in Jiangxi Province, Nanchang, 330006, Jiangxi Province, China
| | - Xiao Liang
- Department of Radiology, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, 330006, Jiangxi Province, China
- Clinical Research Center for Medical Imaging in Jiangxi Province, Nanchang, 330006, Jiangxi Province, China
| | - Jin Chen
- Department of Neurology, The First Affiliated Hospital of Nanchang University, Nanchang, 330006, Jiangxi Province, China
| | - Ting He
- Department of Radiology, Pingxiang People's Hospital, Pingxiang, 337055, Jiangxi Province, China
| | - Yanyan Zhu
- Department of Radiology, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, 330006, Jiangxi Province, China
- Clinical Research Center for Medical Imaging in Jiangxi Province, Nanchang, 330006, Jiangxi Province, China
| | - Lin Wu
- Department of Radiology, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, 330006, Jiangxi Province, China
- Clinical Research Center for Medical Imaging in Jiangxi Province, Nanchang, 330006, Jiangxi Province, China
| | - Muhua Huang
- Department of Radiology, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, 330006, Jiangxi Province, China
- Clinical Research Center for Medical Imaging in Jiangxi Province, Nanchang, 330006, Jiangxi Province, China
| | - Ningnannan Zhang
- Department of Radiology and Tianjin Key Laboratory of Functional Imaging, Tianjin Medical University General Hospital, Tianjin, 300052, China.
| | - Fuqing Zhou
- Department of Radiology, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, 330006, Jiangxi Province, China.
- Clinical Research Center for Medical Imaging in Jiangxi Province, Nanchang, 330006, Jiangxi Province, China.
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Lopes C, Sousa C, Fraga A, Guimarães J, Vicente S, Sá MJ. Cognitive impairment in Neuromyelitis Optica Spectrum Disorder: A retrospective study using the Brief International cognitive Assessment for Multiple Sclerosis (BICAMS). APPLIED NEUROPSYCHOLOGY. ADULT 2023:1-7. [PMID: 37195824 DOI: 10.1080/23279095.2023.2210242] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/19/2023]
Abstract
BACKGROUND Neuromyelitis Optica Spectrum Disorder (NMOSD) is an inflammatory disease of the central nervous system. The study aimed to characterize the neuropsychological profile of NMOSD by comparing them with multiple sclerosis (MS) patients and healthy controls. METHOD Sixty-four participants were included:19 NMOSD, 27 MS, and 18 healthy controls. The neuropsychological protocol included the Portuguese version of Montreal Cognitive Assessment, the Brief International Cognitive Assessment for Multiple Sclerosis (BICAMS), Verbal Fluency (phonemic and semantic), the Hospital Anxiety and Depression Scale, and the Expanded Disability Status Scale for clinical groups. RESULTS NMOSD patients had significant lower cognitive performance when compared to HC mainly in information processing speed, concentration, language processing, and in executive functions (cognitive flexibility, sustained, and divided attention). No significant differences were observed between NMOSD and MS patients. Three predictors for cognitive impairment, according to BICAMS criteria, were found: depression, disease duration, and the level of disability. CONCLUSION The neuropsychological profile found in the present study for NMOSD is consistent with the previous findings. Information regarding the predictors of cognitive impairment in both diseases and their different associations are important for future research and for guiding interventions more suitable for the neuropsychological needs of affected patients.
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Affiliation(s)
- Catarina Lopes
- MS Clinic, Department of Neurology, University Hospital Center of São João, Oporto, Portugal
- Neuropsychological Unit, Department of Psychology, University Hospital Center of São João, Oporto, Portugal
- Faculty of Psychology and Educational Sciences, University of Porto, Porto, Portugal
| | - Claúdia Sousa
- MS Clinic, Department of Neurology, University Hospital Center of São João, Oporto, Portugal
- Neuropsychological Unit, Department of Psychology, University Hospital Center of São João, Oporto, Portugal
- Faculty of Psychology and Educational Sciences, University of Porto, Porto, Portugal
| | - Ana Fraga
- MS Clinic, Department of Neurology, University Hospital Center of São João, Oporto, Portugal
- Neuropsychological Unit, Department of Psychology, University Hospital Center of São João, Oporto, Portugal
- Faculty of Psychology and Educational Sciences, University of Porto, Porto, Portugal
| | - Joana Guimarães
- MS Clinic, Department of Neurology, University Hospital Center of São João, Oporto, Portugal
- Faculty of Medicine, University of Porto, Porto, Portugal
| | - Selene Vicente
- Faculty of Psychology and Educational Sciences, University of Porto, Porto, Portugal
| | - Maria José Sá
- MS Clinic, Department of Neurology, University Hospital Center of São João, Oporto, Portugal
- Faculty of Health Sciences, University Fernando Pessoa, Porto, Portugal
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Zakani M, Nigritinou M, Ponleitner M, Takai Y, Hofmann D, Hillebrand S, Höftberger R, Bauer J, Lasztoczi B, Misu T, Kasprian G, Rommer P, Bradl M. Paths to hippocampal damage in neuromyelitis optica spectrum disorders. Neuropathol Appl Neurobiol 2023; 49:e12893. [PMID: 36811295 PMCID: PMC10947283 DOI: 10.1111/nan.12893] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Revised: 02/03/2023] [Accepted: 02/14/2023] [Indexed: 02/24/2023]
Abstract
AIMS Many patients with neuromyelitis optica spectrum disorders (NMOSD) suffer from cognitive impairment affecting memory, processing speed and attention and suffer from depressive symptoms. Because some of these manifestations could trace back to the hippocampus, several magnetic resonance imaging (MRI) studies have been performed in the past, with a number of groups describing volume loss of the hippocampus in NMOSD patients, whereas others did not observe such changes. Here, we addressed these discrepancies. METHODS We performed pathological and MRI studies on the hippocampi of NMOSD patients, combined with detailed immunohistochemical analysis of hippocampi from experimental models of NMOSD. RESULTS We identified different pathological scenarios for hippocampal damage in NMOSD and its experimental models. In the first case, the hippocampus was compromised by the initiation of astrocyte injury in this brain region and subsequent local effects of microglial activation and neuronal damage. In the second case, loss of hippocampal volume was seen by MRI in patients with large tissue-destructive lesions in the optic nerves or the spinal cord, and the pathological work-up of tissue derived from a patient with such lesions revealed subsequent retrograde neuronal degeneration affecting different axonal tracts and neuronal networks. It remains to be seen whether remote lesions and associated retrograde neuronal degeneration on their own are sufficient to cause extensive volume loss of the hippocampus, or whether they act in concert with small astrocyte-destructive, microglia-activating lesions in the hippocampus that escape detection by MRI, either due to their small size or due to the chosen time window for examination. CONCLUSIONS Different pathological scenarios can culminate in hippocampal volume loss in NMOSD patients.
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Affiliation(s)
- Mona Zakani
- Division of Neuroimmunology, Center for Brain ResearchMedical University of ViennaViennaAustria
| | - Magdalini Nigritinou
- Division of Neuroimmunology, Center for Brain ResearchMedical University of ViennaViennaAustria
| | | | - Yoshiki Takai
- Department of NeurologyTohoku University Graduate School of MedicineSendaiJapan
| | - Daniel Hofmann
- Division of Neuroimmunology, Center for Brain ResearchMedical University of ViennaViennaAustria
| | - Sophie Hillebrand
- Division of Neuroimmunology, Center for Brain ResearchMedical University of ViennaViennaAustria
| | - Romana Höftberger
- Department of Neurology, Division of Neuropathology and NeurochemistryMedical University of ViennaViennaAustria
| | - Jan Bauer
- Division of Neuroimmunology, Center for Brain ResearchMedical University of ViennaViennaAustria
| | - Balint Lasztoczi
- Division of Cognitive Neurobiology, Center for Brain ResearchMedical University of ViennaViennaAustria
| | - Tatsuro Misu
- Department of NeurologyTohoku University Graduate School of MedicineSendaiJapan
| | - Gregor Kasprian
- Division of Biomedical Imaging and Image‐guided TherapyMedical University of ViennaViennaAustria
| | - Paulus Rommer
- Department of NeurologyMedical University of ViennaViennaAustria
| | - Monika Bradl
- Division of Neuroimmunology, Center for Brain ResearchMedical University of ViennaViennaAustria
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Hümmert MW, Stern C, Paul F, Duchow A, Bellmann-Strobl J, Ayzenberg I, Schwake C, Kleiter I, Hellwig K, Jarius S, Wildemann B, Senel M, Berthele A, Giglhuber K, Luessi F, Grothe M, Klotz L, Schülke R, Gingele S, Faiss JH, Walter A, Warnke C, Then Bergh F, Aktas O, Ringelstein M, Stellmann JP, Häußler V, Havla J, Pellkofer H, Kümpfel T, Kopp B, Trebst C. Cognition in patients with neuromyelitis optica spectrum disorders: A prospective multicentre study of 217 patients (CogniNMO-Study). Mult Scler 2023:13524585231151212. [PMID: 36786424 DOI: 10.1177/13524585231151212] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/15/2023]
Abstract
BACKGROUND There is limited and inconsistent information on the prevalence of cognitive impairment in neuromyelitis optica spectrum disorders (NMOSD). OBJECTIVE To assess cognitive performance and changes over time in NMOSD. METHODS This study included data from 217 aquaporin-4-IgG-seropositive (80%) and double-seronegative NMOSD patients. Cognitive functions measured by Symbol Digit Modalities Test (SDMT), Paced Auditory Serial-Addition Task (PASAT), and/or Multiple Sclerosis Inventory Cognition (MuSIC) were standardized against normative data (N = 157). Intraindividual cognitive performance at 1- and 2-year follow-up was analyzed. Cognitive test scores were correlated with demographic and clinical variables and assessed with a multiple linear regression model. RESULTS NMOSD patients were impaired in SDMT (p = 0.007), MuSIC semantic fluency (p < 0.001), and MuSIC congruent speed (p < 0.001). No significant cognitive deterioration was found at follow-up. SDMT scores were related to motor and visual disability (pBon < 0.05). No differences were found between aquaporin-4-IgG-seropositive and double-seronegative NMOSD. CONCLUSIONS A subset of NMOSD patients shows impairment in visual processing speed and in semantic fluency regardless of serostatus, without noticeable changes during a 2-year observation period. Neuropsychological measurements should be adapted to physical and visual disabilities.
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Affiliation(s)
- Martin W Hümmert
- Department of Neurology, Hannover Medical School, Hannover, Germany
| | - Carlotta Stern
- Department of Neurology, Hannover Medical School, Hannover, Germany
| | - Friedemann Paul
- NeuroCure Clinical Research Center, Charité-Universitätsmedizin Berlin, Freie Universität Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health, and Max Delbrück Center for Molecular Medicine, Berlin, Germany/Experimental and Clinical Research Center, Charité-Universitätsmedizin Berlin, Freie Universität Berlin, Humboldt-Universität zu Berlin, Berlin, Germany/ Department of Neurology, Charité-Universitätsmedizin Berlin, Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
| | - Ankelien Duchow
- NeuroCure Clinical Research Center, Charité-Universitätsmedizin Berlin, Freie Universität Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health, and Max Delbrück Center for Molecular Medicine, Berlin, Germany/Experimental and Clinical Research Center, Charité-Universitätsmedizin Berlin, Freie Universität Berlin, Humboldt-Universität zu Berlin, Berlin, Germany
| | - Judith Bellmann-Strobl
- NeuroCure Clinical Research Center, Charité-Universitätsmedizin Berlin, Freie Universität Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health, and Max Delbrück Center for Molecular Medicine, Berlin, Germany/Experimental and Clinical Research Center, Charité-Universitätsmedizin Berlin, Freie Universität Berlin, Humboldt-Universität zu Berlin, Berlin, Germany
| | - Ilya Ayzenberg
- Department of Neurology, St. Josef Hospital, Ruhr University Bochum, Bochum, Germany
| | - Carolin Schwake
- Department of Neurology, St. Josef Hospital, Ruhr University Bochum, Bochum, Germany
| | - Ingo Kleiter
- Department of Neurology, St. Josef Hospital, Ruhr University Bochum, Bochum, Germany/Marianne-Strauß-Klinik, Behandlungszentrum Kempfenhausen für Multiple Sklerose Kranke, Berg, Germany
| | - Kerstin Hellwig
- Department of Neurology, St. Josef Hospital, Ruhr University Bochum, Bochum, Germany
| | - Sven Jarius
- Molecular Neuroimmunology Group, Department of Neurology, University of Heidelberg, Heidelberg, Germany
| | - Brigitte Wildemann
- Molecular Neuroimmunology Group, Department of Neurology, University of Heidelberg, Heidelberg, Germany
| | - Makbule Senel
- Department of Neurology, University of Ulm, Ulm, Germany
| | - Achim Berthele
- Department of Neurology, School of Medicine, Technical University Munich, Klinikum rechts der Isar, Munich, Germany
| | - Katrin Giglhuber
- Department of Neurology, School of Medicine, Technical University Munich, Klinikum rechts der Isar, Munich, Germany
| | - Felix Luessi
- Department of Neurology, University Medical Center, Johannes Gutenberg University of Mainz, Mainz, Germany
| | - Matthias Grothe
- Department of Neurology, University Medicine of Greifswald, Greifswald, Germany
| | - Luisa Klotz
- Department of Neurology, University of Münster, Münster, Germany
| | - Rasmus Schülke
- Department of Psychiatry, Social Psychiatry and Psychotherapy, Hannover Medical School, Hannover, Germany
| | - Stefan Gingele
- Department of Neurology, Hannover Medical School, Hannover, Germany
| | - Jürgen H Faiss
- Department of Neurology, Asklepios Expert Clinic Teupitz, Teupitz, Germany
| | - Annette Walter
- Department of Neurology, Herford Hospital, Herford, Germany
| | - Clemens Warnke
- Department of Neurology, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | | | - Orhan Aktas
- Department of Neurology, Medical Faculty, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Marius Ringelstein
- Department of Neurology, Medical Faculty, Heinrich Heine University Düsseldorf, Düsseldorf, Germany/Department of Neurology, Center for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Jan-Patrick Stellmann
- Department of Neurology and Institute of Neuroimmunology and Multiple Sclerosis (INIMS), University Medical Center Hamburg-Eppendorf, Hamburg, Germany/Aix-Marseille Univ, CNRS, CRMBM, UMR 7339, Marseille, France/APHM, Hopital de la Timone, CEMEREM, Marseille, France
| | - Vivien Häußler
- Department of Neurology and Institute of Neuroimmunology and Multiple Sclerosis (INIMS), University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Joachim Havla
- Institute of Clinical Neuroimmunology, LMU Hospital, Ludwig-Maximilians-Universität München, Munich, Germany/Data Integration for Future Medicine Consortium, LMU Hospital, Ludwig-Maximilians Universität München, Munich, Germany
| | - Hannah Pellkofer
- Institute of Clinical Neuroimmunology, LMU Hospital, Ludwig-Maximilians-Universität München, Munich, Germany
| | - Tania Kümpfel
- Institute of Clinical Neuroimmunology, LMU Hospital, Ludwig-Maximilians-Universität München, Munich, Germany
| | - Bruno Kopp
- Department of Neurology, Hannover Medical School, Hannover, Germany
| | - Corinna Trebst
- Department of Neurology, Hannover Medical School, Hannover, Germany.,Department of Neurology, Hannover Medical School, Carl-Neuberg-Str. 1, Hannover 30625, Germany
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Zhang D, Chen Y, Shen J, Xie Q, Jing L, Lin L, Wang Q, Wu J. Static and Dynamic Characteristics of Functional Network Connectivity in Neurologically Asymptomatic Patients Undergoing Maintenance Hemodialysis: A Resting-State Functional MRI Study. J Magn Reson Imaging 2023; 57:420-431. [PMID: 35762494 PMCID: PMC10084323 DOI: 10.1002/jmri.28317] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2022] [Revised: 06/09/2022] [Accepted: 06/10/2022] [Indexed: 01/20/2023] Open
Abstract
BACKGROUND The characteristics of static functional network connectivity (sFNC) and dynamic FNC (dFNC) in neurologically asymptomatic patients undergoing maintenance hemodialysis are unknown. Elucidating these characteristics may improve our understanding of the mechanisms of neuropathological damage in these patients. PURPOSE To explore the static and dynamic characteristics of FNC in neurologically asymptomatic patients undergoing maintenance hemodialysis and the relationship between FNC-related parameters with the neuropsychological scores and blood biomarkers. STUDY TYPE Retrospective. POPULATION A total of 23 neurologically asymptomatic patients undergoing maintenance hemodialysis and 25 healthy controls matched for age, sex, and years of education. FIELD STRENGTH/SEQUENCE A 3.0 T MRI/functional MRI and three-dimensional-T1 structural imaging ASSESSMENT: Independent components; spatial map intensity; sFNC and dFNC strengths; and time attribute parameters (mean dwell time, fractional window, and number of transitions) were determined. Neuropsychological tests were performed. Blood biochemical tests were performed for the patients but not healthy controls. STATISTICAL TESTS Chi-squared test, one-sample t-test, two-sample t-test, partial correlation analysis, and family-wise error and false discovery rate correction. P < 0.05 denoted statistical significance. RESULTS Significant group differences in the strengths of sFNC and dFNC between networks were found. The sFNC strength between the visual and sensorimotor networks was significantly associated with the global cognitive function score (i.e. the Montreal Cognitive Assessment [MoCA]) (r = 0.606). The sFNC strength between the salience and default mode networks was significantly associated with anxiety scores (r = 0.458). In state 1, positive correlations were found between the mean dwell time and backward digital span task score (r = 0.562), fractional window and MoCA score (r = 0.576), and fractional window and backward digital span task score (r = 0.592). DATA CONCLUSION Neurologically asymptomatic patients undergoing maintenance hemodialysis had defective sFNC and dFNC. Our results provide a new perspective on the mechanism of neuropathological damage in patients undergoing maintenance hemodialysis. EVIDENCE LEVEL 1 TECHNICAL EFFICACY: Stage 1.
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Affiliation(s)
- Die Zhang
- Department of Radiology, Affiliated Zhongshan Hospital of Dalian University, Dalian, People's Republic of China.,Department of Radiology, Shenzhen Third People's Hospital, Longgang District, Shenzhen, Guangdong, People's Republic of China
| | - Yingying Chen
- Department of Radiology, Affiliated Zhongshan Hospital of Dalian University, Dalian, People's Republic of China.,Department of Radiology, National Cancer Centre, National Clinical Research Centre for Cancer, Cancer Hospital & Shenzhen Hospital, Chinese Academy of Medical Sciences, Peking Union Medical College, Shenzhen, People's Republic of China
| | - Jing Shen
- Department of Radiology, Affiliated Zhongshan Hospital of Dalian University, Dalian, People's Republic of China
| | - Qing Xie
- Department of Radiology, Affiliated Zhongshan Hospital of Dalian University, Dalian, People's Republic of China
| | - Li Jing
- Department of Radiology, Affiliated Zhongshan Hospital of Dalian University, Dalian, People's Republic of China
| | - Lin Lin
- Department of Radiology, Affiliated Zhongshan Hospital of Dalian University, Dalian, People's Republic of China
| | - Qiong Wang
- Department of Radiology, Affiliated Zhongshan Hospital of Dalian University, Dalian, People's Republic of China
| | - Jianlin Wu
- Department of Radiology, Affiliated Zhongshan Hospital of Dalian University, Dalian, People's Republic of China
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Yang Y, Rui Q, Han S, Wu X, Wang X, Wu P, Shen Y, Dai H, Xue Q, Li Y. Reduced GABA levels in the medial prefrontal cortex are associated with cognitive impairment in patients with NMOSD. Mult Scler Relat Disord 2022; 58:103496. [PMID: 35032882 DOI: 10.1016/j.msard.2022.103496] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2021] [Revised: 12/02/2021] [Accepted: 01/01/2022] [Indexed: 11/25/2022]
Abstract
BACKGROUND Cognitive impairment is a symptom present in part of patients with neuromyelitis optica spectrum disorder (NMOSD) and its pathophysiology is unknown. Dysfunction of the GABAergic/glutamatergic pathways involving inhibitory and excitatory neurotransmitters have been implicated in several neurological disorders. This study aimed to investigate the changes in inhibitory gamma-aminobutyric acid (GABA) and excitatory glutamate and glutamine (Glx) neurotransmitter levels and their correlations with cognitive functions in patients with NMOSD. METHODS A total of 29 patients with NMOSD and 28 sex-, age-, and education-matched healthy controls (HCs) were included in the study. All participants underwent clinical and cognitive assessments and proton magnetic resonance spectroscopy scanning. Meshcher-Garwood point-resolved spectroscopy was used to measure GABA and Glx levels in the medial prefrontal cortex (mPFC) and left thalamus. Total creatine (tCr) was applied as an internal reference. The GABA and Glx levels in the patient group were compared with those in HCs and correlated with cognitive scores and clinical variables. RESULTS Patients with NMOSD showed lower GABA+/tCr levels in the mPFC compared with HCs (P = 0.028). The GABA+/tCr levels in the mPFC were significantly associated with verbal memory performance (r = 0.462, P = 0.027) and overall cognition (r = 0.440, P = 0.035) in the NMOSD group. The GABA+/tCr levels in the left thalamus or Glx/tCr levels in both regions were not significantly different between groups, nor were they related to any cognitive domain in patients with NMOSD (all P values > 0.05). CONCLUSION The GABA+ levels in the mPFC decreased and correlated with cognitive dysfunction in patients with NMOSD, suggesting that the changes in regional GABA+ levels might be a potential metabolic feature of cognitive decline in patients with NMOSD.
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Affiliation(s)
- Yang Yang
- Department of Radiology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu 215000, China
| | - Qianyun Rui
- Department of Neurology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu 215000, China
| | - Shuting Han
- Department of Radiology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu 215000, China
| | - Xiaojuan Wu
- Department of Radiology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu 215000, China
| | - Xiaoyuan Wang
- Department of Neurology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu 215000, China
| | - Peng Wu
- Philips Healthcare, Shanghai 200072, China
| | - Yueping Shen
- Department of Statistics, Soochow University, Suzhou, Jiangsu 215000, China
| | - Hui Dai
- Department of Radiology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu 215000, China; Institute of Medical Imaging, Soochow University, Suzhou, Jiangsu 215000, China.
| | - Qun Xue
- Department of Neurology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu 215000, China; Clinical Research Center of Neurology, Jiangsu Institute of Clinical Immunology, the First Affiliated Hospital of Soochow University, Suzhou, Jiangsu 215000, China.
| | - Yonggang Li
- Department of Radiology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu 215000, China; Institute of Medical Imaging, Soochow University, Suzhou, Jiangsu 215000, China; National Clinical Research Center for Hematologic Diseases, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, 215000, China.
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Bartels F, Lu A, Oertel FC, Finke C, Paul F, Chien C. Clinical and neuroimaging findings in MOGAD-MRI and OCT. Clin Exp Immunol 2021; 206:266-281. [PMID: 34152000 PMCID: PMC8561692 DOI: 10.1111/cei.13641] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2021] [Revised: 06/14/2021] [Accepted: 06/17/2021] [Indexed: 12/16/2022] Open
Abstract
Myelin oligodendrocyte glycoprotein antibody-associated disorders (MOGAD) are rare in both children and adults, and have been recently suggested to be an autoimmune neuroinflammatory group of disorders that are different from aquaporin-4 autoantibody-associated neuromyelitis optica spectrum disorder and from classic multiple sclerosis. In-vivo imaging of the MOGAD patient central nervous system has shown some distinguishing features when evaluating magnetic resonance imaging of the brain, spinal cord and optic nerves, as well as retinal imaging using optical coherence tomography. In this review, we discuss key clinical and neuroimaging characteristics of paediatric and adult MOGAD. We describe how these imaging techniques may be used to study this group of disorders and discuss how image analysis methods have led to recent insights for consideration in future studies.
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Affiliation(s)
- Frederik Bartels
- Department of NeurologyCharité – Universitätsmedizin BerlinCorporate Member of Freie Universität Berlin and Humboldt‐Universität zu BerlinBerlinGermany
- Berlin School of Mind and BrainBerlin Institute of Health at Charité – Universitätsmedizin Berlin andHumboldt‐Universität zu BerlinBerlinGermany
| | - Angelo Lu
- Humboldt‐Universität zu Berlin and Max Delbrück Center for Molecular Medicine in the Helmholtz Association, Experimental and Clinical Research CenterCharité –Universitätsmedizin Berlin, Corporate Member of Freie Universität BerlinBerlinGermany
- NeuroCure Clinical Research CenterCharité – Universitätsmedizin Berlin, Corporate Member of Freie Universität BerlinHumboldt‐Universität zu BerlinBerlinGermany
| | - Frederike Cosima Oertel
- Humboldt‐Universität zu Berlin and Max Delbrück Center for Molecular Medicine in the Helmholtz Association, Experimental and Clinical Research CenterCharité –Universitätsmedizin Berlin, Corporate Member of Freie Universität BerlinBerlinGermany
- NeuroCure Clinical Research CenterCharité – Universitätsmedizin Berlin, Corporate Member of Freie Universität BerlinHumboldt‐Universität zu BerlinBerlinGermany
| | - Carsten Finke
- Department of NeurologyCharité – Universitätsmedizin BerlinCorporate Member of Freie Universität Berlin and Humboldt‐Universität zu BerlinBerlinGermany
- Berlin School of Mind and BrainBerlin Institute of Health at Charité – Universitätsmedizin Berlin andHumboldt‐Universität zu BerlinBerlinGermany
| | - Friedemann Paul
- Department of NeurologyCharité – Universitätsmedizin BerlinCorporate Member of Freie Universität Berlin and Humboldt‐Universität zu BerlinBerlinGermany
- Humboldt‐Universität zu Berlin and Max Delbrück Center for Molecular Medicine in the Helmholtz Association, Experimental and Clinical Research CenterCharité –Universitätsmedizin Berlin, Corporate Member of Freie Universität BerlinBerlinGermany
- NeuroCure Clinical Research CenterCharité – Universitätsmedizin Berlin, Corporate Member of Freie Universität BerlinHumboldt‐Universität zu BerlinBerlinGermany
| | - Claudia Chien
- Humboldt‐Universität zu Berlin and Max Delbrück Center for Molecular Medicine in the Helmholtz Association, Experimental and Clinical Research CenterCharité –Universitätsmedizin Berlin, Corporate Member of Freie Universität BerlinBerlinGermany
- NeuroCure Clinical Research CenterCharité – Universitätsmedizin Berlin, Corporate Member of Freie Universität BerlinHumboldt‐Universität zu BerlinBerlinGermany
- Department for Psychiatry and NeurosciencesCharité – Universitätsmedizin Berlin, Corporate Member of Freie Universität BerlinHumboldt‐Universität zu BerlinBerlinGermany
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The prevalence of cognitive impairment in patients with neuromyelitis optica spectrum disorders (NMOSD): A systematic review and meta-analysis. Mult Scler Relat Disord 2021; 49:102757. [PMID: 33486400 DOI: 10.1016/j.msard.2021.102757] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2020] [Revised: 01/06/2021] [Accepted: 01/12/2021] [Indexed: 02/05/2023]
Abstract
OBJECTIVE To estimate pooled prevalence of cognitive impairment in neuromyelitis opticaspectrum disorders (NMOSD) cases. METHODS We searched PubMed, Scopus, EMBASE, Web of Science, and google scholar. We also searched the gray literature including references of the included studies, and conference abstracts which were published up to 20th October 2020. The search strategy included the MeSH and text words as (((Cognitive Dysfunctions) OR Cognitive Impairment) OR Cognitive Declines) OR Mild Cognitive Impairment) OR Mental Deterioration) AND (Neuromyelitis Optica spectrum disorder OR NMOSD OR Devic syndrome OR Neuromyelitis Optica spectrum disorders). RESULTS The literature search revealed 1830 articles, after deleting duplicates 1434 remained. For the meta-analysis, 25 studies were included. Totally, 761 NMOSD patients were evaluated and 329 patients had cognitive impairment. Mean age ranged from 34-53 years. The prevalence of cognitive impairment ranged from 3% to 75%.The pooled prevalence of cognitive impairment was 44%, 95%CI(35%-54%), (I2=89.1%, P<0.001) which shows a high statistical heterogeneity . By excluding the abstract of Jung et al which was published in 2009, we found that the pooled prevalence was 34% (95% CI:31-37%) (I2=0) CONCLUSION: Cognitive impairment should be considered in NMOSD patients as its pooled prevalence is estimated as 44%.
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Czarnecka D, Oset M, Karlińska I, Stasiołek M. Cognitive impairment in NMOSD-More questions than answers. Brain Behav 2020; 10:e01842. [PMID: 33022898 PMCID: PMC7667314 DOI: 10.1002/brb3.1842] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/19/2020] [Revised: 08/17/2020] [Accepted: 08/22/2020] [Indexed: 01/19/2023] Open
Abstract
INTRODUCTION Neuromyelitis optica spectrum disorder (NMOSD) is a type of central nervous system antibody-mediated disease which affects mainly optic nerves and spinal cord, but may also present with acute brainstem syndrome, acute diencephalic syndrome, and cerebral syndrome with typical brain lesions. One of the most disabling symptoms, diagnosed in 29%-67% of cases, is cognitive dysfunction, with such processes as memory, processing speed, executive function, attention, and verbal fluency being predominantly affected. However, description of cognition in NMOSD patients is still a relatively new area of research. METHODS A systematic MEDLINE search was performed to retrieve all studies that investigated cognitive impairment and its clinical correlates in patients with NMOSD. RESULTS We summarize the current knowledge on cognitive impairment profile, neuropsychological tests used to examine NMOSD patients, clinical and demographical variables affecting cognition, and magnetic resonance imaging correlates. We provide a comparison of cognitive profile of patients with multiple sclerosis and NMOSD. CONCLUSION Patients with NMOSD are at significant risk of cognitive deficits. However, the knowledge of cognitive symptoms in NMOSD and potential modifying interventions is still scarce. Further accumulation of clinical data may facilitate effective therapeutic interventions.
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Affiliation(s)
| | - Magdalena Oset
- Department of Neurology, Medical University of Lodz, Lodz, Poland
| | - Iwona Karlińska
- Department of Neurology, Medical University of Lodz, Lodz, Poland
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