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Rezende TJR, Adanyaguh I, Barsottini OGP, Bender B, Cendes F, Coutinho L, Deistung A, Dogan I, Durr A, Fernandez-Ruiz J, Göricke SL, Grisoli M, Hernandez-Castillo CR, Lenglet C, Mariotti C, Martinez ARM, Massuyama BK, Mochel F, Nanetti L, Nigri A, Ono SE, Öz G, Pedroso JL, Reetz K, Synofzik M, Teive H, Thomopoulos SI, Thompson PM, Timmann D, van de Warrenburg BPC, van Gaalen J, França MC, Harding IH. Genotype-specific spinal cord damage in spinocerebellar ataxias: an ENIGMA-Ataxia study. J Neurol Neurosurg Psychiatry 2024; 95:682-690. [PMID: 38383154 PMCID: PMC11187354 DOI: 10.1136/jnnp-2023-332696] [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: 09/25/2023] [Accepted: 01/17/2024] [Indexed: 02/23/2024]
Abstract
BACKGROUND Spinal cord damage is a feature of many spinocerebellar ataxias (SCAs), but well-powered in vivo studies are lacking and links with disease severity and progression remain unclear. Here we characterise cervical spinal cord morphometric abnormalities in SCA1, SCA2, SCA3 and SCA6 using a large multisite MRI dataset. METHODS Upper spinal cord (vertebrae C1-C4) cross-sectional area (CSA) and eccentricity (flattening) were assessed using MRI data from nine sites within the ENIGMA-Ataxia consortium, including 364 people with ataxic SCA, 56 individuals with preataxic SCA and 394 nonataxic controls. Correlations and subgroup analyses within the SCA cohorts were undertaken based on disease duration and ataxia severity. RESULTS Individuals in the ataxic stage of SCA1, SCA2 and SCA3, relative to non-ataxic controls, had significantly reduced CSA and increased eccentricity at all examined levels. CSA showed large effect sizes (d>2.0) and correlated with ataxia severity (r<-0.43) and disease duration (r<-0.21). Eccentricity correlated only with ataxia severity in SCA2 (r=0.28). No significant spinal cord differences were evident in SCA6. In preataxic individuals, CSA was significantly reduced in SCA2 (d=1.6) and SCA3 (d=1.7), and the SCA2 group also showed increased eccentricity (d=1.1) relative to nonataxic controls. Subgroup analyses confirmed that CSA and eccentricity are abnormal in early disease stages in SCA1, SCA2 and SCA3. CSA declined with disease progression in all, whereas eccentricity progressed only in SCA2. CONCLUSIONS Spinal cord abnormalities are an early and progressive feature of SCA1, SCA2 and SCA3, but not SCA6, which can be captured using quantitative MRI.
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Affiliation(s)
- Thiago Junqueira Ribeiro Rezende
- Department of Neurology, University of Campinas (UNICAMP), Campinas, Brazil
- Brazilian Institute of Neuroscience and Neurotechnology, Campinas, Brazil
| | - Isaac Adanyaguh
- Center for Magnetic Resonance Research, Department of Radiology, University of Minnesota, Minneapolis, Minnesota, USA
| | | | - Benjamin Bender
- Department of Diagnostic and Interventional Neuroradiology, University Hospital Tübingen, Tübingen, Germany
| | - Fernando Cendes
- Department of Neurology, University of Campinas (UNICAMP), Campinas, Brazil
- Brazilian Institute of Neuroscience and Neurotechnology, Campinas, Brazil
| | - Leo Coutinho
- Graduate program of Internal Medicine, Internal Medicine Department, Hospital de Clínicas, Federal University of Paraná, Curitiba, Brazil
| | - Andreas Deistung
- University Clinic and Outpatient Clinic for Radiology, Department for Radiation Medicine, University Hospital Halle (Saale), University Medicine Halle, Halle (Saale), Germany
| | - Imis Dogan
- Department of Neurology, RWTH Aachen University, Aachen, Germany
- JARA-BRAIN Institute Molecular Neuroscience and Neuroimaging, Research Center Jülich GmbH, Jülich, Germany
| | - Alexandra Durr
- Sorbonne Université, Paris Brain Institute (ICM), Pitié-Salpêtrière Hospital, AP-HP, INSERM, CNRS, University Hospital Pitié-Salpêtrière, Paris, France
| | - Juan Fernandez-Ruiz
- Neuropsychology Laboratory, Department of Physiology, Faculty of Medicine, National Autonomous University of Mexico, Mexico City, Mexico
| | - Sophia L Göricke
- Institute of Diagnostic and Interventional Radiology and Neuroradiology and Center for Translational Neuro- and Behavioral Sciences (C-TNBS), Essen University Hospital, University of Duisburg-Essen, Essen, Germany
| | - Marina Grisoli
- Department of Neuroradiology, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy
| | | | - Christophe Lenglet
- Center for Magnetic Resonance Research, Department of Radiology, University of Minnesota, Minneapolis, Minnesota, USA
| | - Caterina Mariotti
- Unit of Medical Genetics and Neurogenetics, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy
| | - Alberto R M Martinez
- Department of Neurology, University of Campinas (UNICAMP), Campinas, Brazil
- Brazilian Institute of Neuroscience and Neurotechnology, Campinas, Brazil
| | - Breno K Massuyama
- Department of Neurology, Federal University of São Paulo, São Paulo, SP, Brazil
| | - Fanny Mochel
- Assistance Publique-Hôpitaux de Paris, Pitié-Salpêtrière University Hospital, Paris, France
| | - Lorenzo Nanetti
- Unit of Medical Genetics and Neurogenetics, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy
| | - Anna Nigri
- Department of Neuroradiology, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy
| | - Sergio E Ono
- Clínica DAPI - Diagnóstico Avançado Por Imagem, Curitiba, Brazil
| | - Gülin Öz
- Center for Magnetic Resonance Research, Department of Radiology, University of Minnesota, Minneapolis, Minnesota, USA
| | - José Luiz Pedroso
- Department of Neurology, Federal University of São Paulo, São Paulo, SP, Brazil
| | - Kathrin Reetz
- Department of Neurology, RWTH Aachen University, Aachen, Germany
- JARA-BRAIN Institute Molecular Neuroscience and Neuroimaging, Research Center Jülich GmbH, Jülich, Germany
| | - Matthis Synofzik
- Department of Neurodegenerative Diseases, Hertie Institute for Clinical Brain Research, Tübingen, Germany
- German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany
| | - Helio Teive
- Graduate program of Internal Medicine, Internal Medicine Department, Hospital de Clínicas, Federal University of Paraná, Curitiba, Brazil
- Movement Disorders Unit, Neurology Service, Internal Medicine Department, Hospital de Clínicas, Federal University of Paraná, Curitiba, Brazil
| | - Sophia I Thomopoulos
- Imaging Genetics Center, Mark and Mary Stevens Institute for Neuroimaging and Informatics, Keck School of Medicine, University of Southern California, Marina del Rey, CA, USA
| | - Paul M Thompson
- Imaging Genetics Center, Mark and Mary Stevens Institute for Neuroimaging and Informatics, Keck School of Medicine, University of Southern California, Marina del Rey, CA, USA
| | - Dagmar Timmann
- Department of Neurology and Center for Translational Neuro- and Behavioral Sciences (C-TNBS), Essen University Hospital, University of Duisburg-Essen, Essen, Germany
| | - Bart P C van de Warrenburg
- Department of Neurology, Donders Institute for Brain, Cognition, and Behaviour, Radboud University Medical Center, Nijmegen, Netherlands
- Department of Neurology, Rijnstate Hospital, Arnhem, Netherlands
| | - Judith van Gaalen
- Department of Neurology, Donders Institute for Brain, Cognition, and Behaviour, Radboud University Medical Center, Nijmegen, Netherlands
- Department of Neurology, Rijnstate Hospital, Arnhem, Netherlands
| | - Marcondes C França
- Department of Neurology, University of Campinas (UNICAMP), Campinas, Brazil
- Brazilian Institute of Neuroscience and Neurotechnology, Campinas, Brazil
| | - Ian H Harding
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, Victoria, Australia
- Monash Biomedical Imaging, Monash University, Clayton, Victoria, Australia
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Dong X, Liu B, Huang W, Chen H, Zhang Y, Yao Z, Shmuel A, Yang A, Dai Z, Ma G, Shu N. Disrupted cerebellar structural connectome in spinocerebellar ataxia type 3 and its association with transcriptional profiles. Cereb Cortex 2024; 34:bhae238. [PMID: 38850215 DOI: 10.1093/cercor/bhae238] [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: 01/21/2024] [Revised: 05/16/2024] [Accepted: 05/23/2024] [Indexed: 06/10/2024] Open
Abstract
Spinocerebellar ataxia type 3 (SCA3) is primarily characterized by progressive cerebellar degeneration, including gray matter atrophy and disrupted anatomical and functional connectivity. The alterations of cerebellar white matter structural network in SCA3 and the underlying neurobiological mechanism remain unknown. Using a cohort of 20 patients with SCA3 and 20 healthy controls, we constructed cerebellar structural networks from diffusion MRI and investigated alterations of topological organization. Then, we mapped the alterations with transcriptome data from the Allen Human Brain Atlas to identify possible biological mechanisms for regional selective vulnerability to white matter damage. Compared with healthy controls, SCA3 patients exhibited reduced global and nodal efficiency, along with a widespread decrease in edge strength, particularly affecting edges connected to hub regions. The strength of inter-module connections was lower in SCA3 group and negatively correlated with the Scale for the Assessment and Rating of Ataxia score, International Cooperative Ataxia Rating Scale score, and cytosine-adenine-guanine repeat number. Moreover, the transcriptome-connectome association study identified the expression of genes involved in synapse-related and metabolic biological processes. These findings suggest a mechanism of white matter vulnerability and a potential image biomarker for the disease severity, providing insights into neurodegeneration and pathogenesis in this disease.
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Affiliation(s)
- Xinyi Dong
- State Key Laboratory of Cognitive Neuroscience and Learning and IDG/McGovern Institute for Brain Research, Beijing Normal University, 19 Xiejiekouwai Street, Haidian District, Beijing 100875, China
- BABRI Centre, Beijing Normal University, 19 Xiejiekouwai Street, Haidian District, Beijing 100875, China
- Beijing Key Laboratory of Brain Imaging and Connectomics, Beijing Normal University, 19 Xiejiekouwai Street, Haidian District, Beijing 100875, China
| | - Bing Liu
- Department of Radiology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, 324 Jing-wu Road, Jinan, Shandong Province, 250021, China
| | - Weijie Huang
- State Key Laboratory of Cognitive Neuroscience and Learning and IDG/McGovern Institute for Brain Research, Beijing Normal University, 19 Xiejiekouwai Street, Haidian District, Beijing 100875, China
- BABRI Centre, Beijing Normal University, 19 Xiejiekouwai Street, Haidian District, Beijing 100875, China
- Beijing Key Laboratory of Brain Imaging and Connectomics, Beijing Normal University, 19 Xiejiekouwai Street, Haidian District, Beijing 100875, China
- Department of Systems Science, Beijing Normal University, 19 Xiejiekouwai Street, Haidian District, Beijing 100875, China
| | - Haojie Chen
- State Key Laboratory of Cognitive Neuroscience and Learning and IDG/McGovern Institute for Brain Research, Beijing Normal University, 19 Xiejiekouwai Street, Haidian District, Beijing 100875, China
- BABRI Centre, Beijing Normal University, 19 Xiejiekouwai Street, Haidian District, Beijing 100875, China
- Beijing Key Laboratory of Brain Imaging and Connectomics, Beijing Normal University, 19 Xiejiekouwai Street, Haidian District, Beijing 100875, China
| | - Yunhao Zhang
- State Key Laboratory of Multimodal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences, 95 Zhongguancun East Road, Haidian District, Beijing 100190, China
| | - Zeshan Yao
- Institute of Biomedical Engineering, Jingjinji National Center of Technology Innovation, Building 9, No. 6 Dongsheng Science Park North Street, Haidian District, Beijing 100094, China
| | - Amir Shmuel
- McConnell Brain Imaging Centre, Montreal Neurological Institute, 3801 University, Room NW261, Montreal, QC, Canada H3A 2B4
- Departments of Neurology and Neurosurgery, Physiology, and Biomedical Engineering, 3801 University, Room NW261, Montreal, QC, Canada H3A 2B4
| | - Aocai Yang
- Department of Radiology, China-Japan Friendship Hospital, No. 2 East Yinghua Road, Chaoyang District, Beijing 100029, China
| | - Zhengjia Dai
- Department of Psychology, Sun Yat-sen University, 132 Outer Ring East Road, Panyu District, Guangzhou, Guangdong Province, 510275, China
| | - Guolin Ma
- Department of Radiology, China-Japan Friendship Hospital, No. 2 East Yinghua Road, Chaoyang District, Beijing 100029, China
| | - Ni Shu
- State Key Laboratory of Cognitive Neuroscience and Learning and IDG/McGovern Institute for Brain Research, Beijing Normal University, 19 Xiejiekouwai Street, Haidian District, Beijing 100875, China
- BABRI Centre, Beijing Normal University, 19 Xiejiekouwai Street, Haidian District, Beijing 100875, China
- Beijing Key Laboratory of Brain Imaging and Connectomics, Beijing Normal University, 19 Xiejiekouwai Street, Haidian District, Beijing 100875, China
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Öz G, Cocozza S, Henry PG, Lenglet C, Deistung A, Faber J, Schwarz AJ, Timmann D, Van Dijk KRA, Harding IH. MR Imaging in Ataxias: Consensus Recommendations by the Ataxia Global Initiative Working Group on MRI Biomarkers. CEREBELLUM (LONDON, ENGLAND) 2024; 23:931-945. [PMID: 37280482 PMCID: PMC11102392 DOI: 10.1007/s12311-023-01572-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 05/18/2023] [Indexed: 06/08/2023]
Abstract
With many viable strategies in the therapeutic pipeline, upcoming clinical trials in hereditary and sporadic degenerative ataxias will benefit from non-invasive MRI biomarkers for patient stratification and the evaluation of therapies. The MRI Biomarkers Working Group of the Ataxia Global Initiative therefore devised guidelines to facilitate harmonized MRI data acquisition in clinical research and trials in ataxias. Recommendations are provided for a basic structural MRI protocol that can be used for clinical care and for an advanced multi-modal MRI protocol relevant for research and trial settings. The advanced protocol consists of modalities with demonstrated utility for tracking brain changes in degenerative ataxias and includes structural MRI, magnetic resonance spectroscopy, diffusion MRI, quantitative susceptibility mapping, and resting-state functional MRI. Acceptable ranges of acquisition parameters are provided to accommodate diverse scanner hardware in research and clinical contexts while maintaining a minimum standard of data quality. Important technical considerations in setting up an advanced multi-modal protocol are outlined, including the order of pulse sequences, and example software packages commonly used for data analysis are provided. Outcome measures most relevant for ataxias are highlighted with use cases from recent ataxia literature. Finally, to facilitate access to the recommendations by the ataxia clinical and research community, examples of datasets collected with the recommended parameters are provided and platform-specific protocols are shared via the Open Science Framework.
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Affiliation(s)
- Gülin Öz
- Center for Magnetic Resonance Research, Department of Radiology, University of Minnesota, 2021 Sixth Street Southeast, Minneapolis, MN, 55455, USA.
| | - Sirio Cocozza
- UNINA Department of Advanced Biomedical Sciences, University of Naples Federico II , Naples, Italy
| | - Pierre-Gilles Henry
- Center for Magnetic Resonance Research, Department of Radiology, University of Minnesota, 2021 Sixth Street Southeast, Minneapolis, MN, 55455, USA
| | - Christophe Lenglet
- Center for Magnetic Resonance Research, Department of Radiology, University of Minnesota, 2021 Sixth Street Southeast, Minneapolis, MN, 55455, USA
| | - Andreas Deistung
- Department for Radiation Medicine, University Clinic and Outpatient Clinic for Radiology, University Hospital Halle (Saale), Halle (Saale), Germany
| | - Jennifer Faber
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
- Department of Neurology, University Hospital Bonn, Bonn, Germany
| | | | - Dagmar Timmann
- Department of Neurology and Center for Translational Neuro- and Behavioral Sciences (C-TNBS), Essen University Hospital, University of Duisburg-Essen, Essen, Germany
| | - Koene R A Van Dijk
- Digital Sciences and Translational Imaging, Early Clinical Development, Pfizer, Inc., Cambridge, MA, USA
| | - Ian H Harding
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, Australia
- Monash Biomedical Imaging, Monash University, Melbourne, Australia
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Uebachs M, Wegner P, Schaaf S, Kugai S, Jacobi H, Kuo SH, Ashizawa T, Fluck J, Klockgether T, Faber J. SCAview: an Intuitive Visual Approach to the Integrative Analysis of Clinical Data in Spinocerebellar Ataxias. CEREBELLUM (LONDON, ENGLAND) 2024; 23:887-895. [PMID: 37002505 PMCID: PMC10544694 DOI: 10.1007/s12311-023-01546-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 03/10/2023] [Indexed: 04/03/2023]
Abstract
With SCAview, we present a prompt and comprehensive tool that enables scientists to browse large datasets of the most common spinocerebellar ataxias intuitively and without technical effort. Basic concept is a visualization of data, with a graphical handling and filtering to select and define subgroups and their comparison. Several plot types to visualize all data points resulting from the selected attributes are provided. The underlying synthetic cohort is based on clinical data from five different European and US longitudinal multicenter cohorts in spinocerebellar ataxia type 1, 2, 3, and 6 (SCA1, 2, 3, and 6) comprising > 1400 patients with overall > 5500 visits. First, we developed a common data model to integrate the clinical, demographic, and characterizing data of each source cohort. Second, the available datasets from each cohort were mapped onto the data model. Third, we created a synthetic cohort based on the cleaned dataset. With SCAview, we demonstrate the feasibility of mapping cohort data from different sources onto a common data model. The resulting browser-based visualization tool with a thoroughly graphical handling of the data offers researchers the unique possibility to visualize relationships and distributions of clinical data, to define subgroups and to further investigate them without any technical effort. Access to SCAview can be requested via the Ataxia Global Initiative and is free of charge.
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Affiliation(s)
- Mischa Uebachs
- Department of Neurology, University Hospital Bonn, Bonn, Germany
- DRK Kamillus Klinik, Asbach, Germany
| | - Philipp Wegner
- Fraunhofer Institute for Algorithms and Scientific Computing (SCAI), St. Augustin, Germany
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
| | - Sebastian Schaaf
- Bioinformatics Group, Department of Computer Science, Albert-Ludwigs-University Freiburg, Freiburg, Germany
| | - Simon Kugai
- Fraunhofer Institute for Algorithms and Scientific Computing (SCAI), St. Augustin, Germany
- Institute of General Practice and Family Medicine, University Hospital Bonn, Bonn, Germany
| | - Heike Jacobi
- Department of Neurology, University Hospital Heidelberg, Heidelberg, Germany
| | - Sheng-Han Kuo
- Department of Neurology, Columbia University, New York, NY, USA
| | - Tetsuo Ashizawa
- Department of Neurology, Houston Methodist Research Institute, Houston, TX, USA
| | - Juliane Fluck
- ZB Med, Information Centre for Life Sciences, Cologne, Germany
- Department of Geodesy and Geoinformation, University of Bonn, Bonn, Germany
| | - Thomas Klockgether
- Department of Neurology, University Hospital Bonn, Bonn, Germany
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
| | - Jennifer Faber
- Department of Neurology, University Hospital Bonn, Bonn, Germany.
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.
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Seemann J, Daghsen L, Cazier M, Lamy JC, Welter ML, Giese MA, Synofzik M, Durr A, Ilg W, Coarelli G. Digital Gait Measures Capture 1-Year Progression in Early-Stage Spinocerebellar Ataxia Type 2. Mov Disord 2024; 39:788-797. [PMID: 38419144 DOI: 10.1002/mds.29757] [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: 10/12/2023] [Revised: 01/29/2024] [Accepted: 02/02/2024] [Indexed: 03/02/2024] Open
Abstract
BACKGROUND With disease-modifying drugs in reach for cerebellar ataxias, fine-grained digital health measures are highly warranted to complement clinical and patient-reported outcome measures in upcoming treatment trials and treatment monitoring. These measures need to demonstrate sensitivity to capture change, in particular in the early stages of the disease. OBJECTIVE Our aim is to unravel gait measures sensitive to longitudinal change in the-particularly trial-relevant-early stage of spinocerebellar ataxia type 2 (SCA2). METHODS We performed a multicenter longitudinal study with combined cross-sectional and 1-year interval longitudinal analysis in early-stage SCA2 participants (n = 23, including nine pre-ataxic expansion carriers; median, ATXN2 CAG repeat expansion 38 ± 2; median, Scale for the Assessment and Rating of Ataxia [SARA] score 4.8 ± 4.3). Gait was assessed using three wearable motion sensors during a 2-minute walk, with analyses focused on gait measures of spatio-temporal variability that have shown sensitivity to ataxia severity (eg, lateral step deviation). RESULTS We found significant changes for gait measures between baseline and 1-year follow-up with large effect sizes (lateral step deviation P = 0.0001, effect size rprb = 0.78), whereas the SARA score showed no change (P = 0.67). Sample size estimation indicates a required cohort size of n = 43 to detect a 50% reduction in natural progression. Test-retest reliability and minimal detectable change analysis confirm the accuracy of detecting 50% of the identified 1-year change. CONCLUSIONS Gait measures assessed by wearable sensors can capture natural progression in early-stage SCA2 within just 1 year-in contrast to a clinical ataxia outcome. Lateral step deviation represents a promising outcome measure for upcoming multicenter interventional trials, particularly in the early stages of cerebellar ataxia. © 2024 The Authors. Movement Disorders published by Wiley Periodicals LLC on behalf of International Parkinson and Movement Disorder Society.
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Affiliation(s)
- Jens Seemann
- Section Computational Sensomotorics, Hertie Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany
- Centre for Integrative Neuroscience (CIN), Tübingen, Germany
| | - Lina Daghsen
- Sorbonne Université, Paris Brain Institute-ICM, Inserm, CNRS, AP-HP, Paris, France
| | - Matthieu Cazier
- Sorbonne Université, Paris Brain Institute-ICM, Inserm, CNRS, AP-HP, Paris, France
| | - Jean-Charles Lamy
- Sorbonne Université, Paris Brain Institute-ICM, Inserm, CNRS, AP-HP, Paris, France
| | - Marie-Laure Welter
- Sorbonne Université, Paris Brain Institute-ICM, Inserm, CNRS, AP-HP, Paris, France
| | - Martin A Giese
- Section Computational Sensomotorics, Hertie Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany
- Centre for Integrative Neuroscience (CIN), Tübingen, Germany
| | - Matthis Synofzik
- Division Translational Genomics of Neurodegenerative Diseases, Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen, Tübingen, Germany
- German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany
| | - Alexandra Durr
- Sorbonne Université, Paris Brain Institute-ICM, Inserm, CNRS, AP-HP, Paris, France
| | - Winfried Ilg
- Section Computational Sensomotorics, Hertie Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany
- Centre for Integrative Neuroscience (CIN), Tübingen, Germany
| | - Giulia Coarelli
- Sorbonne Université, Paris Brain Institute-ICM, Inserm, CNRS, AP-HP, Paris, France
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Ferreira M, Schaprian T, Kügler D, Reuter M, Deike-Hoffmann K, Timmann D, Ernst TM, Giunti P, Garcia-Moreno H, van de Warrenburg B, van Gaalen J, de Vries J, Jacobi H, Steiner KM, Öz G, Joers JM, Onyike C, Povazan M, Reetz K, Romanzetti S, Klockgether T, Faber J. Cerebellar Volumetry in Ataxias: Relation to Ataxia Severity and Duration. CEREBELLUM (LONDON, ENGLAND) 2024:10.1007/s12311-024-01659-0. [PMID: 38363498 DOI: 10.1007/s12311-024-01659-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 01/15/2024] [Indexed: 02/17/2024]
Abstract
Cerebellar atrophy is the neuropathological hallmark of most ataxias. Hence, quantifying the volume of the cerebellar grey and white matter is of great interest. In this study, we aim to identify volume differences in the cerebellum between spinocerebellar ataxia type 1 (SCA1), SCA3 and SCA6 as well as multiple system atrophy of cerebellar type (MSA-C). Our cross-sectional data set comprised mutation carriers of SCA1 (N=12), SCA3 (N=62), SCA6 (N=14), as well as MSA-C patients (N=16). Cerebellar volumes were obtained from T1-weighted magnetic resonance images. To compare the different atrophy patterns, we performed a z-transformation and plotted the intercept of each patient group's model at the mean of 7 years of ataxia duration as well as at the mean ataxia severity of 14 points in the SARA sum score. In addition, we plotted the extrapolation at ataxia duration of 0 years as well as 0 points in the SARA sum score. Patients with MSA-C demonstrated the most pronounced volume loss, particularly in the cerebellar white matter, at the late time intercept. Patients with SCA6 showed a pronounced volume loss in cerebellar grey matter with increasing ataxia severity compared to all other patient groups. MSA-C, SCA1 and SCA3 showed a prominent atrophy of the cerebellar white matter. Our results (i) confirmed SCA6 being considered as a pure cerebellar grey matter disease, (ii) emphasise the involvement of cerebellar white matter in the neuropathology of SCA1, SCA3 and MSA-C, and (iii) reflect the rapid clinical progression in MSA-C.
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Affiliation(s)
- Mónica Ferreira
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
- Rhenish Friedrich Wilhelm University of Bonn, Bonn, Germany
| | - Tamara Schaprian
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
| | - David Kügler
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
| | - Martin Reuter
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
- A.A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Boston, MA, USA
- Department of Radiology, Harvard Medical School, Boston, MA, USA
| | | | - Dagmar Timmann
- Department of Neurology and Center for Translational Neuro- and Behavioral Sciences, University Hospital Essen, University of Duisburg-Essen, Duisburg, Germany
| | - Thomas M Ernst
- Department of Neurology and Center for Translational Neuro- and Behavioral Sciences, University Hospital Essen, University of Duisburg-Essen, Duisburg, Germany
| | - Paola Giunti
- Ataxia Centre, Department of Clinical and Movement Neurosciences, UCL Queen Square Institute of Neurology, London, UK
- National Hospital for Neurology and Neurosurgery, University College London Hospitals NHS Foundation Trust, London, UK
| | - Hector Garcia-Moreno
- Ataxia Centre, Department of Clinical and Movement Neurosciences, UCL Queen Square Institute of Neurology, London, UK
- National Hospital for Neurology and Neurosurgery, University College London Hospitals NHS Foundation Trust, London, UK
| | - Bart van de Warrenburg
- Department of Neurology, Donders Institute for Brain, Cognition, and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Judith van Gaalen
- Department of Neurology, Donders Institute for Brain, Cognition, and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands
- Neurology Department, Rijnstate Hospital, Arnhem, The Netherlands
| | - Jeroen de Vries
- Department of Neurology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Heike Jacobi
- Department of Neurology, University Hospital Heidelberg, Heidelberg, Germany
| | - Katharina Marie Steiner
- Department of Neurology and Center for Translational Neuro- and Behavioral Sciences, University Hospital Essen, University of Duisburg-Essen, Duisburg, Germany
| | - Gülin Öz
- Center for Magnetic Resonance Research, Department of Radiology, University of Minnesota, Minneapolis, MN, USA
| | - James M Joers
- Center for Magnetic Resonance Research, Department of Radiology, University of Minnesota, Minneapolis, MN, USA
| | - Chiadi Onyike
- Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Michal Povazan
- Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Kathrin Reetz
- Department of Neurology, RWTH Aachen University, Aachen, Germany
- JARA-Brain Institute Molecular Neuroscience and Neuroimaging, Forschungszentrum Jülich, Jülich, Germany
| | | | - Thomas Klockgether
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
- Department of Neurology, University Hospital Bonn, Bonn, Germany
| | - Jennifer Faber
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.
- Department of Neurology, University Hospital Bonn, Bonn, Germany.
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Jacobi H, Andermann M, Faber J, Baumann F, Rupp A. Altered binaural hearing in pre-ataxic and ataxic mutation carriers of spinocerebellar ataxia type 3. CEREBELLUM (LONDON, ENGLAND) 2024; 23:172-180. [PMID: 36715818 PMCID: PMC10864462 DOI: 10.1007/s12311-023-01519-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 01/14/2023] [Indexed: 01/31/2023]
Abstract
Brainstem degeneration is a prominent feature of spinocerebellar ataxia type 3 (SCA3), involving structures that execute binaural synchronization with microsecond precision. As a consequence, auditory processing may deteriorate during the course of disease. We tested whether the binaural "Huggins pitch" effect is suitable to study the temporal precision of brainstem functioning in SCA3 mutation carriers. We expected that they would have difficulties perceiving Huggins pitch at high frequencies, and that they would show attenuated neuromagnetic responses to Huggins pitch. The upper limit of Huggins pitch perception was psychoacoustically determined in 18 pre-ataxic and ataxic SCA3 mutation carriers and in 18 age-matched healthy controls. Moreover, the cortical N100 response following Huggins pitch onset was acquired by means of magnetoencephalography (MEG). MEG recordings were analyzed using dipole source modeling and comprised a monaural pitch condition and a no-pitch condition with simple binaural correlation changes. Compared with age-matched controls, ataxic but not pre-ataxic SCA3 mutation carriers had significantly lower frequency limits up to which Huggins pitch could be heard. Listeners with lower frequency limits also showed diminished MEG responses to Huggins pitch, but not in the two control conditions. Huggins pitch is a promising tool to assess brainstem functioning in ataxic SCA3 patients. Future studies should refine the psychophysiological setup to capture possible performance decrements also in pre-ataxic mutation carriers. Longitudinal observations will be needed to prove the potential of the assessment of Huggins pitch as a biomarker to track brainstem functioning during the disease course in SCA3.
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Affiliation(s)
- Heike Jacobi
- Department of Neurology, Heidelberg University Hospital, Im Neuenheimer Feld 400, 69120, Heidelberg, Germany.
| | - Martin Andermann
- Department of Neurology, Heidelberg University Hospital, Im Neuenheimer Feld 400, 69120, Heidelberg, Germany
| | - Jennifer Faber
- Department of Neurology, Bonn University Hospital, Bonn, Germany
- German Center for Neurodegenerative Diseases, Bonn, Germany
| | - Felicitas Baumann
- Section of Biomagnetism, Department of Neurology, Heidelberg University Hospital, Im Neuenheimer Feld 400, 69120, Heidelberg, Germany
| | - André Rupp
- Section of Biomagnetism, Department of Neurology, Heidelberg University Hospital, Im Neuenheimer Feld 400, 69120, Heidelberg, Germany.
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8
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Faber J, Berger M, Wilke C, Hubener-Schmid J, Schaprian T, Santana MM, Grobe-Einsler M, Onder D, Koyak B, Giunti P, Garcia-Moreno H, Gonzalez-Robles C, Lima M, Raposo M, Melo ARV, de Almeida LP, Silva P, Pinto MM, van de Warrenburg BP, van Gaalen J, de Vries J, Oz G, Joers JM, Synofzik M, Schols L, Riess O, Infante J, Manrique L, Timmann D, Thieme A, Jacobi H, Reetz K, Dogan I, Onyike C, Povazan M, Schmahmann J, Ratai EM, Schmid M, Klockgether T. Stage-Dependent Biomarker Changes in Spinocerebellar Ataxia Type 3. Ann Neurol 2024; 95:400-406. [PMID: 37962377 DOI: 10.1002/ana.26824] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2023] [Revised: 11/09/2023] [Accepted: 11/09/2023] [Indexed: 11/15/2023]
Abstract
Spinocerebellar ataxia type 3/Machado-Joseph disease is the most common autosomal dominant ataxia. In view of the development of targeted therapies, knowledge of early biomarker changes is needed. We analyzed cross-sectional data of 292 spinocerebellar ataxia type 3/Machado-Joseph disease mutation carriers. Blood concentrations of mutant ATXN3 were high before and after ataxia onset, whereas neurofilament light deviated from normal 13.3 years before onset. Pons and cerebellar white matter volumes decreased and deviated from normal 2.2 years and 0.6 years before ataxia onset. We propose a staging model of spinocerebellar ataxia type 3/Machado-Joseph disease that includes a biomarker stage characterized by objective indicators of neurodegeneration before ataxia onset. ANN NEUROL 2024;95:400-406.
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Affiliation(s)
- Jennifer Faber
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
- Department of Neurology, University Hospital Bonn, Bonn, Germany
| | - Moritz Berger
- University of Bonn, Medical Faculty, Institute for Medical Biometry, Informatics, and Epidemiology, Bonn, Germany
| | - Carlo Wilke
- German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany
| | - Jeannette Hubener-Schmid
- Institute for Medical Genetics and Applied Genomics, University of Tuebingen, Tuebingen, Germany
| | - Tamara Schaprian
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
| | - Magda M Santana
- Center for Neuroscience and Cell Biology (CNC), University of Coimbra, Coimbra, Portugal
- Center for Innovative in Biomedicine and Biotechnology (CIBB), University of Coimbra, Coimbra, Portugal
| | - Marcus Grobe-Einsler
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
- Department of Neurology, University Hospital Bonn, Bonn, Germany
| | - Demet Onder
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
- Department of Neurology, University Hospital Bonn, Bonn, Germany
| | - Berkan Koyak
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
- Department of Neurology, University Hospital Bonn, Bonn, Germany
| | - Paola Giunti
- Ataxia Centre, Department of Clinical and Movement Neurosciences, UCL Queen Square Institute of Neurology, University College London, London, UK
- Department of Neurogenetics, National Hospital for Neurology and Neurosurgery, University College London Hospitals NHS Foundation Trust, London, UK
| | - Hector Garcia-Moreno
- Ataxia Centre, Department of Clinical and Movement Neurosciences, UCL Queen Square Institute of Neurology, University College London, London, UK
- Department of Neurogenetics, National Hospital for Neurology and Neurosurgery, University College London Hospitals NHS Foundation Trust, London, UK
| | - Cristina Gonzalez-Robles
- Ataxia Centre, Department of Clinical and Movement Neurosciences, UCL Queen Square Institute of Neurology, University College London, London, UK
- Department of Neurogenetics, National Hospital for Neurology and Neurosurgery, University College London Hospitals NHS Foundation Trust, London, UK
| | - Manuela Lima
- Faculdade de Ciências e Tecnologia, Universidade dos Açores, Ponta Delgada, Portugal
| | - Mafalda Raposo
- Faculdade de Ciências e Tecnologia, Universidade dos Açores, Ponta Delgada, Portugal
- Instituto de Biologia Molecular e Celular (IBMC), Instituto de Investigação e Inovação em Saúde (i3S), Universidade do Porto, Porto, Portugal
| | - Ana Rosa Vieira Melo
- Faculdade de Ciências e Tecnologia, Universidade dos Açores, Ponta Delgada, Portugal
| | - Luís Pereira de Almeida
- Center for Neuroscience and Cell Biology (CNC), University of Coimbra, Coimbra, Portugal
- Center for Innovative in Biomedicine and Biotechnology (CIBB), University of Coimbra, Coimbra, Portugal
| | - Patrick Silva
- Center for Neuroscience and Cell Biology (CNC), University of Coimbra, Coimbra, Portugal
- Center for Innovative in Biomedicine and Biotechnology (CIBB), University of Coimbra, Coimbra, Portugal
- Faculty of Pharmacy, University of Coimbra, Coimbra, Portugal
| | - Maria M Pinto
- Center for Innovative in Biomedicine and Biotechnology (CIBB), University of Coimbra, Coimbra, Portugal
- Ataxia Centre, Department of Clinical and Movement Neurosciences, UCL Queen Square Institute of Neurology, University College London, London, UK
- Faculty of Pharmacy, University of Coimbra, Coimbra, Portugal
| | - Bart P van de Warrenburg
- Department of Neurology, Donders Institute for Brain, Cognition, and Behaviour, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Judith van Gaalen
- Department of Neurology, Donders Institute for Brain, Cognition, and Behaviour, Radboud University Medical Center, Nijmegen, the Netherlands
- Department of Neurology, Rijnstate Hospital, Arnhem, the Netherlands
| | - Jeroen de Vries
- University Medical Center Groningen, Neurology, Groningen, the Netherlands
| | - Gulin Oz
- Center for Magnetic Resonance Research, Department of Radiology, University of Minnesota, Minneapolis, MN, USA
| | - James M Joers
- Center for Magnetic Resonance Research, Department of Radiology, University of Minnesota, Minneapolis, MN, USA
| | - Matthis Synofzik
- German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany
- Division Translational Genomics of Neurodegenerative Diseases, Hertie Institute for Clinical Brain Research & Center of Neurology, University of Tübingen, Tübingen, Germany
| | - Ludger Schols
- German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany
- Division Translational Genomics of Neurodegenerative Diseases, Hertie Institute for Clinical Brain Research & Center of Neurology, University of Tübingen, Tübingen, Germany
| | - Olaf Riess
- Institute for Medical Genetics and Applied Genomics, University of Tuebingen, Tuebingen, Germany
| | - Jon Infante
- University Hospital Marqués de Valdecilla-IDIVAL, Santander, Spain
- Centro de investigación biomédica en red de enfermedades neurodegenerativas (CIBERNED), Universidad de Cantabria, Santander, Spain
| | - Leire Manrique
- University Hospital Marqués de Valdecilla-IDIVAL, Santander, Spain
| | - Dagmar Timmann
- Department of Neurology and Center for Translational Neuro- and Behavioral Sciences (C-TNBS), University Hospital Essen, University of Duisburg-Essen, Duisburg, Germany
| | - Andreas Thieme
- Department of Neurology and Center for Translational Neuro- and Behavioral Sciences (C-TNBS), University Hospital Essen, University of Duisburg-Essen, Duisburg, Germany
| | - Heike Jacobi
- Department of Neurology, University Hospital of Heidelberg, Heidelberg, Germany
| | - Kathrin Reetz
- Department of Neurology, RWTH Aachen University, Aachen, Germany
- JARA-BRAIN Institute Molecular Neuroscience and Neuroimaging, Research Centre Juelich GmbH and RWTH Aachen University, Aachen, Germany
| | - Imis Dogan
- Department of Neurology, RWTH Aachen University, Aachen, Germany
- JARA-BRAIN Institute Molecular Neuroscience and Neuroimaging, Research Centre Juelich GmbH and RWTH Aachen University, Aachen, Germany
| | - Chiadikaobi Onyike
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Michal Povazan
- Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Jeremy Schmahmann
- Ataxia Center, Laboratory for Neuroanatomy and Cerebellar Neurobiology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Eva-Maria Ratai
- Massachusetts General Hospital, Department of Radiology, A. A. Martinos Center for Biomedical Imaging and Harvard Medical School, Charlestown, MA, USA
| | - Matthias Schmid
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
- University of Bonn, Medical Faculty, Institute for Medical Biometry, Informatics, and Epidemiology, Bonn, Germany
| | - Thomas Klockgether
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
- Department of Neurology, University Hospital Bonn, Bonn, Germany
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9
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Álvarez-Cuesta JA, Mora-Batista C, Reyes-Carreto R, Carrillo-Rodes FJ, Fitz SJT, González-Zaldivar Y, Vargas-De-León C. On the Cut-Off Value of the Anteroposterior Diameter of the Midbrain Atrophy in Spinocerebellar Ataxia Type 2 Patients. Brain Sci 2024; 14:53. [PMID: 38248268 PMCID: PMC10813098 DOI: 10.3390/brainsci14010053] [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: 11/22/2023] [Revised: 12/23/2023] [Accepted: 01/02/2024] [Indexed: 01/23/2024] Open
Abstract
(1) Background: Spinocerebellar ataxias (SCA) is a term that refers to a group of hereditary ataxias, which are neurological diseases characterized by degeneration of the cells that constitute the cerebellum. Studies suggest that magnetic resonance imaging (MRI) supports diagnoses of ataxias, and linear measurements of the aneteroposterior diameter of the midbrain (ADM) have been investigated using MRI. These measurements correspond to studies in spinocerebellar ataxia type 2 (SCA2) patients and in healthy subjects. Our goal was to obtain the cut-off value for ADM atrophy in SCA2 patients. (2) Methods: This study evaluated 99 participants (66 SCA2 patients and 33 healthy controls). The sample was divided into estimations (80%) and validation (20%) samples. Using the estimation sample, we fitted a logistic model using the ADM and obtained the cut-off value through the inverse of regression. (3) Results: The optimal cut-off value of ADM was found to be 18.21 mm. The area under the curve (AUC) of the atrophy risk score was 0.957 (95% CI: 0.895-0.991). Using this cut-off on the validation sample, we found a sensitivity of 100.00% (95% CI: 76.84%-100.00%) and a specificity of 85.71% (95% CI: 42.13%-99.64%). (4) Conclusions: We obtained a cut-off value that has an excellent discriminatory capacity to identify SCA2 patients.
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Affiliation(s)
- José Alberto Álvarez-Cuesta
- Centro de Investigación y Rehabilitación de las Ataxias Hereditarias, VPWP+RM5, Holguín 80100, Cuba; (J.A.Á.-C.); (F.J.C.-R.); (Y.G.-Z.)
| | - Camilo Mora-Batista
- Facultad de Matemáticas, Universidad Autónoma de Guerrero, Chilpancingo de los Bravo 39087, Mexico;
| | - Ramón Reyes-Carreto
- Facultad de Matemáticas, Universidad Autónoma de Guerrero, Chilpancingo de los Bravo 39087, Mexico;
| | - Frank Jesus Carrillo-Rodes
- Centro de Investigación y Rehabilitación de las Ataxias Hereditarias, VPWP+RM5, Holguín 80100, Cuba; (J.A.Á.-C.); (F.J.C.-R.); (Y.G.-Z.)
| | | | - Yanetza González-Zaldivar
- Centro de Investigación y Rehabilitación de las Ataxias Hereditarias, VPWP+RM5, Holguín 80100, Cuba; (J.A.Á.-C.); (F.J.C.-R.); (Y.G.-Z.)
| | - Cruz Vargas-De-León
- División de Investigación, Hospital Juárez de México, Ciudad de México 07760, Mexico
- Laboratorio de Modelación Bioestadística para la Salud, Sección de Estudios de Posgrado e Investigación, Escuela Superior de Medicina, Instituto Politécnico Nacional, Ciudad de México 11340, Mexico
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10
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Eisenhut K, Faber J, Engels D, Gerhards R, Lewerenz J, Doppler K, Sommer C, Markewitz R, Falk KK, Rössling R, Pruess H, Finke C, Wickel J, Geis C, Ratuszny D, Pfeffer LK, Bittner S, Piepgras J, Kraft A, Klausewitz J, Nuscher B, Kümpfel T, Thaler FS. Early Neuroaxonal Damage in Neurologic Disorders Associated With GAD65 Antibodies. NEUROLOGY(R) NEUROIMMUNOLOGY & NEUROINFLAMMATION 2024; 11:e200176. [PMID: 37914416 PMCID: PMC10624332 DOI: 10.1212/nxi.0000000000200176] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/01/2023] [Accepted: 09/20/2023] [Indexed: 11/03/2023]
Abstract
OBJECTIVES Neurodegeneration is considered a relevant pathophysiologic feature in neurologic disorders associated with antibodies against glutamic acid decarboxylase 65 (GAD65). In this study, we investigate surrogates of neuroaxonal damage in relation to disease duration and clinical presentation. METHODS In a multicentric cohort of 50 patients, we measured serum neurofilament light chain (sNfL) in relation to disease duration and disease phenotypes, applied automated MRI volumetry, and analyzed clinical characteristics. RESULTS In patients with neurologic disorders associated with GAD65 antibodies, we detected elevated sNfL levels early in the disease course. By contrast, this elevation of sNfL levels was less pronounced in patients with long-standing disease. Increased sNfL levels were observed in patients presenting with cerebellar ataxia and limbic encephalitis, but not in those with stiff person syndrome. Using MRI volumetry, we identified atrophy predominantly of the cerebellar cortex, cerebellar superior posterior lobe, and cerebral cortex with similar atrophy patterns throughout all clinical phenotypes. DISCUSSION Together, our data provide evidence for early neuroaxonal damage and support the need for timely therapeutic interventions in GAD65 antibody-associated neurologic disorders.
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Affiliation(s)
- Katharina Eisenhut
- From the Institute of Clinical Neuroimmunology (K.E.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried; Graduate School of Sy; German Center for Neurodegenerative Diseases (DZNE) (J.F.); Department of Neurology, University Hospital Bonn, Germany; Institute of Clinical Neuroimmunology (D.E., R.G., T.K.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried; Department of Neurology (J.L.), Ulm University; Department of Neurology (K.D., C.S.), University Hospital Würzburg; Institute of Clinical Chemistry (R.M.), University Hospital Schleswig-Holstein, Lübeck; Institute of Clinical Chemistry (K.K.F.), University Hospital Schleswig-Holstein, Kiel; Department of Neurology and Experimental Neurology (R.R., H.P.), Charité - Universitätsmedizin Berlin; German Center for Neurodegenerative Diseases (DZNE) Berlin; Department of Neurology and Experimental Neurology (C.F.), Charité - Universitätsmedizin Berlin; Section of Translational Neuroimmunology (J.W., C.G.), Department of Neurology, Jena University Hospital; Department of Neurology (D.R.), Hannover Medical School; Institute of Neuroimmunology and Multiple Sclerosis (L.K.P.), Center for Molecular Neurobiology Hamburg, University Medical Center Hamburg-Eppendorf; Department of Neurology (S.B., J.P.), University Medical Center of the Johannes Gutenberg University Mainz; Department of Neurology (A.K.), Martha-Maria Hospital Halle; Department of Neurology (J.K.), University Hospital Bochum; German Center for Neurodegenerative Diseases (DZNE) (B.N.), Munich; Metabolic Biochemistry, Faculty of Medicine, Biomedical Center (BMC), Ludwig-Maximilians-Universität München; and Institute of Clinical Neuroimmunology (F.S.T.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried, Germany; Munich Cluster for Sys
| | - Jennifer Faber
- From the Institute of Clinical Neuroimmunology (K.E.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried; Graduate School of Sy; German Center for Neurodegenerative Diseases (DZNE) (J.F.); Department of Neurology, University Hospital Bonn, Germany; Institute of Clinical Neuroimmunology (D.E., R.G., T.K.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried; Department of Neurology (J.L.), Ulm University; Department of Neurology (K.D., C.S.), University Hospital Würzburg; Institute of Clinical Chemistry (R.M.), University Hospital Schleswig-Holstein, Lübeck; Institute of Clinical Chemistry (K.K.F.), University Hospital Schleswig-Holstein, Kiel; Department of Neurology and Experimental Neurology (R.R., H.P.), Charité - Universitätsmedizin Berlin; German Center for Neurodegenerative Diseases (DZNE) Berlin; Department of Neurology and Experimental Neurology (C.F.), Charité - Universitätsmedizin Berlin; Section of Translational Neuroimmunology (J.W., C.G.), Department of Neurology, Jena University Hospital; Department of Neurology (D.R.), Hannover Medical School; Institute of Neuroimmunology and Multiple Sclerosis (L.K.P.), Center for Molecular Neurobiology Hamburg, University Medical Center Hamburg-Eppendorf; Department of Neurology (S.B., J.P.), University Medical Center of the Johannes Gutenberg University Mainz; Department of Neurology (A.K.), Martha-Maria Hospital Halle; Department of Neurology (J.K.), University Hospital Bochum; German Center for Neurodegenerative Diseases (DZNE) (B.N.), Munich; Metabolic Biochemistry, Faculty of Medicine, Biomedical Center (BMC), Ludwig-Maximilians-Universität München; and Institute of Clinical Neuroimmunology (F.S.T.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried, Germany; Munich Cluster for Sys
| | - Daniel Engels
- From the Institute of Clinical Neuroimmunology (K.E.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried; Graduate School of Sy; German Center for Neurodegenerative Diseases (DZNE) (J.F.); Department of Neurology, University Hospital Bonn, Germany; Institute of Clinical Neuroimmunology (D.E., R.G., T.K.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried; Department of Neurology (J.L.), Ulm University; Department of Neurology (K.D., C.S.), University Hospital Würzburg; Institute of Clinical Chemistry (R.M.), University Hospital Schleswig-Holstein, Lübeck; Institute of Clinical Chemistry (K.K.F.), University Hospital Schleswig-Holstein, Kiel; Department of Neurology and Experimental Neurology (R.R., H.P.), Charité - Universitätsmedizin Berlin; German Center for Neurodegenerative Diseases (DZNE) Berlin; Department of Neurology and Experimental Neurology (C.F.), Charité - Universitätsmedizin Berlin; Section of Translational Neuroimmunology (J.W., C.G.), Department of Neurology, Jena University Hospital; Department of Neurology (D.R.), Hannover Medical School; Institute of Neuroimmunology and Multiple Sclerosis (L.K.P.), Center for Molecular Neurobiology Hamburg, University Medical Center Hamburg-Eppendorf; Department of Neurology (S.B., J.P.), University Medical Center of the Johannes Gutenberg University Mainz; Department of Neurology (A.K.), Martha-Maria Hospital Halle; Department of Neurology (J.K.), University Hospital Bochum; German Center for Neurodegenerative Diseases (DZNE) (B.N.), Munich; Metabolic Biochemistry, Faculty of Medicine, Biomedical Center (BMC), Ludwig-Maximilians-Universität München; and Institute of Clinical Neuroimmunology (F.S.T.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried, Germany; Munich Cluster for Sys
| | - Ramona Gerhards
- From the Institute of Clinical Neuroimmunology (K.E.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried; Graduate School of Sy; German Center for Neurodegenerative Diseases (DZNE) (J.F.); Department of Neurology, University Hospital Bonn, Germany; Institute of Clinical Neuroimmunology (D.E., R.G., T.K.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried; Department of Neurology (J.L.), Ulm University; Department of Neurology (K.D., C.S.), University Hospital Würzburg; Institute of Clinical Chemistry (R.M.), University Hospital Schleswig-Holstein, Lübeck; Institute of Clinical Chemistry (K.K.F.), University Hospital Schleswig-Holstein, Kiel; Department of Neurology and Experimental Neurology (R.R., H.P.), Charité - Universitätsmedizin Berlin; German Center for Neurodegenerative Diseases (DZNE) Berlin; Department of Neurology and Experimental Neurology (C.F.), Charité - Universitätsmedizin Berlin; Section of Translational Neuroimmunology (J.W., C.G.), Department of Neurology, Jena University Hospital; Department of Neurology (D.R.), Hannover Medical School; Institute of Neuroimmunology and Multiple Sclerosis (L.K.P.), Center for Molecular Neurobiology Hamburg, University Medical Center Hamburg-Eppendorf; Department of Neurology (S.B., J.P.), University Medical Center of the Johannes Gutenberg University Mainz; Department of Neurology (A.K.), Martha-Maria Hospital Halle; Department of Neurology (J.K.), University Hospital Bochum; German Center for Neurodegenerative Diseases (DZNE) (B.N.), Munich; Metabolic Biochemistry, Faculty of Medicine, Biomedical Center (BMC), Ludwig-Maximilians-Universität München; and Institute of Clinical Neuroimmunology (F.S.T.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried, Germany; Munich Cluster for Sys
| | - Jan Lewerenz
- From the Institute of Clinical Neuroimmunology (K.E.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried; Graduate School of Sy; German Center for Neurodegenerative Diseases (DZNE) (J.F.); Department of Neurology, University Hospital Bonn, Germany; Institute of Clinical Neuroimmunology (D.E., R.G., T.K.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried; Department of Neurology (J.L.), Ulm University; Department of Neurology (K.D., C.S.), University Hospital Würzburg; Institute of Clinical Chemistry (R.M.), University Hospital Schleswig-Holstein, Lübeck; Institute of Clinical Chemistry (K.K.F.), University Hospital Schleswig-Holstein, Kiel; Department of Neurology and Experimental Neurology (R.R., H.P.), Charité - Universitätsmedizin Berlin; German Center for Neurodegenerative Diseases (DZNE) Berlin; Department of Neurology and Experimental Neurology (C.F.), Charité - Universitätsmedizin Berlin; Section of Translational Neuroimmunology (J.W., C.G.), Department of Neurology, Jena University Hospital; Department of Neurology (D.R.), Hannover Medical School; Institute of Neuroimmunology and Multiple Sclerosis (L.K.P.), Center for Molecular Neurobiology Hamburg, University Medical Center Hamburg-Eppendorf; Department of Neurology (S.B., J.P.), University Medical Center of the Johannes Gutenberg University Mainz; Department of Neurology (A.K.), Martha-Maria Hospital Halle; Department of Neurology (J.K.), University Hospital Bochum; German Center for Neurodegenerative Diseases (DZNE) (B.N.), Munich; Metabolic Biochemistry, Faculty of Medicine, Biomedical Center (BMC), Ludwig-Maximilians-Universität München; and Institute of Clinical Neuroimmunology (F.S.T.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried, Germany; Munich Cluster for Sys
| | - Kathrin Doppler
- From the Institute of Clinical Neuroimmunology (K.E.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried; Graduate School of Sy; German Center for Neurodegenerative Diseases (DZNE) (J.F.); Department of Neurology, University Hospital Bonn, Germany; Institute of Clinical Neuroimmunology (D.E., R.G., T.K.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried; Department of Neurology (J.L.), Ulm University; Department of Neurology (K.D., C.S.), University Hospital Würzburg; Institute of Clinical Chemistry (R.M.), University Hospital Schleswig-Holstein, Lübeck; Institute of Clinical Chemistry (K.K.F.), University Hospital Schleswig-Holstein, Kiel; Department of Neurology and Experimental Neurology (R.R., H.P.), Charité - Universitätsmedizin Berlin; German Center for Neurodegenerative Diseases (DZNE) Berlin; Department of Neurology and Experimental Neurology (C.F.), Charité - Universitätsmedizin Berlin; Section of Translational Neuroimmunology (J.W., C.G.), Department of Neurology, Jena University Hospital; Department of Neurology (D.R.), Hannover Medical School; Institute of Neuroimmunology and Multiple Sclerosis (L.K.P.), Center for Molecular Neurobiology Hamburg, University Medical Center Hamburg-Eppendorf; Department of Neurology (S.B., J.P.), University Medical Center of the Johannes Gutenberg University Mainz; Department of Neurology (A.K.), Martha-Maria Hospital Halle; Department of Neurology (J.K.), University Hospital Bochum; German Center for Neurodegenerative Diseases (DZNE) (B.N.), Munich; Metabolic Biochemistry, Faculty of Medicine, Biomedical Center (BMC), Ludwig-Maximilians-Universität München; and Institute of Clinical Neuroimmunology (F.S.T.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried, Germany; Munich Cluster for Sys
| | - Claudia Sommer
- From the Institute of Clinical Neuroimmunology (K.E.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried; Graduate School of Sy; German Center for Neurodegenerative Diseases (DZNE) (J.F.); Department of Neurology, University Hospital Bonn, Germany; Institute of Clinical Neuroimmunology (D.E., R.G., T.K.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried; Department of Neurology (J.L.), Ulm University; Department of Neurology (K.D., C.S.), University Hospital Würzburg; Institute of Clinical Chemistry (R.M.), University Hospital Schleswig-Holstein, Lübeck; Institute of Clinical Chemistry (K.K.F.), University Hospital Schleswig-Holstein, Kiel; Department of Neurology and Experimental Neurology (R.R., H.P.), Charité - Universitätsmedizin Berlin; German Center for Neurodegenerative Diseases (DZNE) Berlin; Department of Neurology and Experimental Neurology (C.F.), Charité - Universitätsmedizin Berlin; Section of Translational Neuroimmunology (J.W., C.G.), Department of Neurology, Jena University Hospital; Department of Neurology (D.R.), Hannover Medical School; Institute of Neuroimmunology and Multiple Sclerosis (L.K.P.), Center for Molecular Neurobiology Hamburg, University Medical Center Hamburg-Eppendorf; Department of Neurology (S.B., J.P.), University Medical Center of the Johannes Gutenberg University Mainz; Department of Neurology (A.K.), Martha-Maria Hospital Halle; Department of Neurology (J.K.), University Hospital Bochum; German Center for Neurodegenerative Diseases (DZNE) (B.N.), Munich; Metabolic Biochemistry, Faculty of Medicine, Biomedical Center (BMC), Ludwig-Maximilians-Universität München; and Institute of Clinical Neuroimmunology (F.S.T.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried, Germany; Munich Cluster for Sys
| | - Robert Markewitz
- From the Institute of Clinical Neuroimmunology (K.E.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried; Graduate School of Sy; German Center for Neurodegenerative Diseases (DZNE) (J.F.); Department of Neurology, University Hospital Bonn, Germany; Institute of Clinical Neuroimmunology (D.E., R.G., T.K.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried; Department of Neurology (J.L.), Ulm University; Department of Neurology (K.D., C.S.), University Hospital Würzburg; Institute of Clinical Chemistry (R.M.), University Hospital Schleswig-Holstein, Lübeck; Institute of Clinical Chemistry (K.K.F.), University Hospital Schleswig-Holstein, Kiel; Department of Neurology and Experimental Neurology (R.R., H.P.), Charité - Universitätsmedizin Berlin; German Center for Neurodegenerative Diseases (DZNE) Berlin; Department of Neurology and Experimental Neurology (C.F.), Charité - Universitätsmedizin Berlin; Section of Translational Neuroimmunology (J.W., C.G.), Department of Neurology, Jena University Hospital; Department of Neurology (D.R.), Hannover Medical School; Institute of Neuroimmunology and Multiple Sclerosis (L.K.P.), Center for Molecular Neurobiology Hamburg, University Medical Center Hamburg-Eppendorf; Department of Neurology (S.B., J.P.), University Medical Center of the Johannes Gutenberg University Mainz; Department of Neurology (A.K.), Martha-Maria Hospital Halle; Department of Neurology (J.K.), University Hospital Bochum; German Center for Neurodegenerative Diseases (DZNE) (B.N.), Munich; Metabolic Biochemistry, Faculty of Medicine, Biomedical Center (BMC), Ludwig-Maximilians-Universität München; and Institute of Clinical Neuroimmunology (F.S.T.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried, Germany; Munich Cluster for Sys
| | - Kim K Falk
- From the Institute of Clinical Neuroimmunology (K.E.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried; Graduate School of Sy; German Center for Neurodegenerative Diseases (DZNE) (J.F.); Department of Neurology, University Hospital Bonn, Germany; Institute of Clinical Neuroimmunology (D.E., R.G., T.K.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried; Department of Neurology (J.L.), Ulm University; Department of Neurology (K.D., C.S.), University Hospital Würzburg; Institute of Clinical Chemistry (R.M.), University Hospital Schleswig-Holstein, Lübeck; Institute of Clinical Chemistry (K.K.F.), University Hospital Schleswig-Holstein, Kiel; Department of Neurology and Experimental Neurology (R.R., H.P.), Charité - Universitätsmedizin Berlin; German Center for Neurodegenerative Diseases (DZNE) Berlin; Department of Neurology and Experimental Neurology (C.F.), Charité - Universitätsmedizin Berlin; Section of Translational Neuroimmunology (J.W., C.G.), Department of Neurology, Jena University Hospital; Department of Neurology (D.R.), Hannover Medical School; Institute of Neuroimmunology and Multiple Sclerosis (L.K.P.), Center for Molecular Neurobiology Hamburg, University Medical Center Hamburg-Eppendorf; Department of Neurology (S.B., J.P.), University Medical Center of the Johannes Gutenberg University Mainz; Department of Neurology (A.K.), Martha-Maria Hospital Halle; Department of Neurology (J.K.), University Hospital Bochum; German Center for Neurodegenerative Diseases (DZNE) (B.N.), Munich; Metabolic Biochemistry, Faculty of Medicine, Biomedical Center (BMC), Ludwig-Maximilians-Universität München; and Institute of Clinical Neuroimmunology (F.S.T.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried, Germany; Munich Cluster for Sys
| | - Rosa Rössling
- From the Institute of Clinical Neuroimmunology (K.E.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried; Graduate School of Sy; German Center for Neurodegenerative Diseases (DZNE) (J.F.); Department of Neurology, University Hospital Bonn, Germany; Institute of Clinical Neuroimmunology (D.E., R.G., T.K.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried; Department of Neurology (J.L.), Ulm University; Department of Neurology (K.D., C.S.), University Hospital Würzburg; Institute of Clinical Chemistry (R.M.), University Hospital Schleswig-Holstein, Lübeck; Institute of Clinical Chemistry (K.K.F.), University Hospital Schleswig-Holstein, Kiel; Department of Neurology and Experimental Neurology (R.R., H.P.), Charité - Universitätsmedizin Berlin; German Center for Neurodegenerative Diseases (DZNE) Berlin; Department of Neurology and Experimental Neurology (C.F.), Charité - Universitätsmedizin Berlin; Section of Translational Neuroimmunology (J.W., C.G.), Department of Neurology, Jena University Hospital; Department of Neurology (D.R.), Hannover Medical School; Institute of Neuroimmunology and Multiple Sclerosis (L.K.P.), Center for Molecular Neurobiology Hamburg, University Medical Center Hamburg-Eppendorf; Department of Neurology (S.B., J.P.), University Medical Center of the Johannes Gutenberg University Mainz; Department of Neurology (A.K.), Martha-Maria Hospital Halle; Department of Neurology (J.K.), University Hospital Bochum; German Center for Neurodegenerative Diseases (DZNE) (B.N.), Munich; Metabolic Biochemistry, Faculty of Medicine, Biomedical Center (BMC), Ludwig-Maximilians-Universität München; and Institute of Clinical Neuroimmunology (F.S.T.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried, Germany; Munich Cluster for Sys
| | - Harald Pruess
- From the Institute of Clinical Neuroimmunology (K.E.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried; Graduate School of Sy; German Center for Neurodegenerative Diseases (DZNE) (J.F.); Department of Neurology, University Hospital Bonn, Germany; Institute of Clinical Neuroimmunology (D.E., R.G., T.K.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried; Department of Neurology (J.L.), Ulm University; Department of Neurology (K.D., C.S.), University Hospital Würzburg; Institute of Clinical Chemistry (R.M.), University Hospital Schleswig-Holstein, Lübeck; Institute of Clinical Chemistry (K.K.F.), University Hospital Schleswig-Holstein, Kiel; Department of Neurology and Experimental Neurology (R.R., H.P.), Charité - Universitätsmedizin Berlin; German Center for Neurodegenerative Diseases (DZNE) Berlin; Department of Neurology and Experimental Neurology (C.F.), Charité - Universitätsmedizin Berlin; Section of Translational Neuroimmunology (J.W., C.G.), Department of Neurology, Jena University Hospital; Department of Neurology (D.R.), Hannover Medical School; Institute of Neuroimmunology and Multiple Sclerosis (L.K.P.), Center for Molecular Neurobiology Hamburg, University Medical Center Hamburg-Eppendorf; Department of Neurology (S.B., J.P.), University Medical Center of the Johannes Gutenberg University Mainz; Department of Neurology (A.K.), Martha-Maria Hospital Halle; Department of Neurology (J.K.), University Hospital Bochum; German Center for Neurodegenerative Diseases (DZNE) (B.N.), Munich; Metabolic Biochemistry, Faculty of Medicine, Biomedical Center (BMC), Ludwig-Maximilians-Universität München; and Institute of Clinical Neuroimmunology (F.S.T.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried, Germany; Munich Cluster for Sys
| | - Carsten Finke
- From the Institute of Clinical Neuroimmunology (K.E.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried; Graduate School of Sy; German Center for Neurodegenerative Diseases (DZNE) (J.F.); Department of Neurology, University Hospital Bonn, Germany; Institute of Clinical Neuroimmunology (D.E., R.G., T.K.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried; Department of Neurology (J.L.), Ulm University; Department of Neurology (K.D., C.S.), University Hospital Würzburg; Institute of Clinical Chemistry (R.M.), University Hospital Schleswig-Holstein, Lübeck; Institute of Clinical Chemistry (K.K.F.), University Hospital Schleswig-Holstein, Kiel; Department of Neurology and Experimental Neurology (R.R., H.P.), Charité - Universitätsmedizin Berlin; German Center for Neurodegenerative Diseases (DZNE) Berlin; Department of Neurology and Experimental Neurology (C.F.), Charité - Universitätsmedizin Berlin; Section of Translational Neuroimmunology (J.W., C.G.), Department of Neurology, Jena University Hospital; Department of Neurology (D.R.), Hannover Medical School; Institute of Neuroimmunology and Multiple Sclerosis (L.K.P.), Center for Molecular Neurobiology Hamburg, University Medical Center Hamburg-Eppendorf; Department of Neurology (S.B., J.P.), University Medical Center of the Johannes Gutenberg University Mainz; Department of Neurology (A.K.), Martha-Maria Hospital Halle; Department of Neurology (J.K.), University Hospital Bochum; German Center for Neurodegenerative Diseases (DZNE) (B.N.), Munich; Metabolic Biochemistry, Faculty of Medicine, Biomedical Center (BMC), Ludwig-Maximilians-Universität München; and Institute of Clinical Neuroimmunology (F.S.T.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried, Germany; Munich Cluster for Sys
| | - Jonathan Wickel
- From the Institute of Clinical Neuroimmunology (K.E.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried; Graduate School of Sy; German Center for Neurodegenerative Diseases (DZNE) (J.F.); Department of Neurology, University Hospital Bonn, Germany; Institute of Clinical Neuroimmunology (D.E., R.G., T.K.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried; Department of Neurology (J.L.), Ulm University; Department of Neurology (K.D., C.S.), University Hospital Würzburg; Institute of Clinical Chemistry (R.M.), University Hospital Schleswig-Holstein, Lübeck; Institute of Clinical Chemistry (K.K.F.), University Hospital Schleswig-Holstein, Kiel; Department of Neurology and Experimental Neurology (R.R., H.P.), Charité - Universitätsmedizin Berlin; German Center for Neurodegenerative Diseases (DZNE) Berlin; Department of Neurology and Experimental Neurology (C.F.), Charité - Universitätsmedizin Berlin; Section of Translational Neuroimmunology (J.W., C.G.), Department of Neurology, Jena University Hospital; Department of Neurology (D.R.), Hannover Medical School; Institute of Neuroimmunology and Multiple Sclerosis (L.K.P.), Center for Molecular Neurobiology Hamburg, University Medical Center Hamburg-Eppendorf; Department of Neurology (S.B., J.P.), University Medical Center of the Johannes Gutenberg University Mainz; Department of Neurology (A.K.), Martha-Maria Hospital Halle; Department of Neurology (J.K.), University Hospital Bochum; German Center for Neurodegenerative Diseases (DZNE) (B.N.), Munich; Metabolic Biochemistry, Faculty of Medicine, Biomedical Center (BMC), Ludwig-Maximilians-Universität München; and Institute of Clinical Neuroimmunology (F.S.T.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried, Germany; Munich Cluster for Sys
| | - Christian Geis
- From the Institute of Clinical Neuroimmunology (K.E.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried; Graduate School of Sy; German Center for Neurodegenerative Diseases (DZNE) (J.F.); Department of Neurology, University Hospital Bonn, Germany; Institute of Clinical Neuroimmunology (D.E., R.G., T.K.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried; Department of Neurology (J.L.), Ulm University; Department of Neurology (K.D., C.S.), University Hospital Würzburg; Institute of Clinical Chemistry (R.M.), University Hospital Schleswig-Holstein, Lübeck; Institute of Clinical Chemistry (K.K.F.), University Hospital Schleswig-Holstein, Kiel; Department of Neurology and Experimental Neurology (R.R., H.P.), Charité - Universitätsmedizin Berlin; German Center for Neurodegenerative Diseases (DZNE) Berlin; Department of Neurology and Experimental Neurology (C.F.), Charité - Universitätsmedizin Berlin; Section of Translational Neuroimmunology (J.W., C.G.), Department of Neurology, Jena University Hospital; Department of Neurology (D.R.), Hannover Medical School; Institute of Neuroimmunology and Multiple Sclerosis (L.K.P.), Center for Molecular Neurobiology Hamburg, University Medical Center Hamburg-Eppendorf; Department of Neurology (S.B., J.P.), University Medical Center of the Johannes Gutenberg University Mainz; Department of Neurology (A.K.), Martha-Maria Hospital Halle; Department of Neurology (J.K.), University Hospital Bochum; German Center for Neurodegenerative Diseases (DZNE) (B.N.), Munich; Metabolic Biochemistry, Faculty of Medicine, Biomedical Center (BMC), Ludwig-Maximilians-Universität München; and Institute of Clinical Neuroimmunology (F.S.T.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried, Germany; Munich Cluster for Sys
| | - Dominica Ratuszny
- From the Institute of Clinical Neuroimmunology (K.E.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried; Graduate School of Sy; German Center for Neurodegenerative Diseases (DZNE) (J.F.); Department of Neurology, University Hospital Bonn, Germany; Institute of Clinical Neuroimmunology (D.E., R.G., T.K.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried; Department of Neurology (J.L.), Ulm University; Department of Neurology (K.D., C.S.), University Hospital Würzburg; Institute of Clinical Chemistry (R.M.), University Hospital Schleswig-Holstein, Lübeck; Institute of Clinical Chemistry (K.K.F.), University Hospital Schleswig-Holstein, Kiel; Department of Neurology and Experimental Neurology (R.R., H.P.), Charité - Universitätsmedizin Berlin; German Center for Neurodegenerative Diseases (DZNE) Berlin; Department of Neurology and Experimental Neurology (C.F.), Charité - Universitätsmedizin Berlin; Section of Translational Neuroimmunology (J.W., C.G.), Department of Neurology, Jena University Hospital; Department of Neurology (D.R.), Hannover Medical School; Institute of Neuroimmunology and Multiple Sclerosis (L.K.P.), Center for Molecular Neurobiology Hamburg, University Medical Center Hamburg-Eppendorf; Department of Neurology (S.B., J.P.), University Medical Center of the Johannes Gutenberg University Mainz; Department of Neurology (A.K.), Martha-Maria Hospital Halle; Department of Neurology (J.K.), University Hospital Bochum; German Center for Neurodegenerative Diseases (DZNE) (B.N.), Munich; Metabolic Biochemistry, Faculty of Medicine, Biomedical Center (BMC), Ludwig-Maximilians-Universität München; and Institute of Clinical Neuroimmunology (F.S.T.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried, Germany; Munich Cluster for Sys
| | - Lena K Pfeffer
- From the Institute of Clinical Neuroimmunology (K.E.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried; Graduate School of Sy; German Center for Neurodegenerative Diseases (DZNE) (J.F.); Department of Neurology, University Hospital Bonn, Germany; Institute of Clinical Neuroimmunology (D.E., R.G., T.K.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried; Department of Neurology (J.L.), Ulm University; Department of Neurology (K.D., C.S.), University Hospital Würzburg; Institute of Clinical Chemistry (R.M.), University Hospital Schleswig-Holstein, Lübeck; Institute of Clinical Chemistry (K.K.F.), University Hospital Schleswig-Holstein, Kiel; Department of Neurology and Experimental Neurology (R.R., H.P.), Charité - Universitätsmedizin Berlin; German Center for Neurodegenerative Diseases (DZNE) Berlin; Department of Neurology and Experimental Neurology (C.F.), Charité - Universitätsmedizin Berlin; Section of Translational Neuroimmunology (J.W., C.G.), Department of Neurology, Jena University Hospital; Department of Neurology (D.R.), Hannover Medical School; Institute of Neuroimmunology and Multiple Sclerosis (L.K.P.), Center for Molecular Neurobiology Hamburg, University Medical Center Hamburg-Eppendorf; Department of Neurology (S.B., J.P.), University Medical Center of the Johannes Gutenberg University Mainz; Department of Neurology (A.K.), Martha-Maria Hospital Halle; Department of Neurology (J.K.), University Hospital Bochum; German Center for Neurodegenerative Diseases (DZNE) (B.N.), Munich; Metabolic Biochemistry, Faculty of Medicine, Biomedical Center (BMC), Ludwig-Maximilians-Universität München; and Institute of Clinical Neuroimmunology (F.S.T.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried, Germany; Munich Cluster for Sys
| | - Stefan Bittner
- From the Institute of Clinical Neuroimmunology (K.E.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried; Graduate School of Sy; German Center for Neurodegenerative Diseases (DZNE) (J.F.); Department of Neurology, University Hospital Bonn, Germany; Institute of Clinical Neuroimmunology (D.E., R.G., T.K.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried; Department of Neurology (J.L.), Ulm University; Department of Neurology (K.D., C.S.), University Hospital Würzburg; Institute of Clinical Chemistry (R.M.), University Hospital Schleswig-Holstein, Lübeck; Institute of Clinical Chemistry (K.K.F.), University Hospital Schleswig-Holstein, Kiel; Department of Neurology and Experimental Neurology (R.R., H.P.), Charité - Universitätsmedizin Berlin; German Center for Neurodegenerative Diseases (DZNE) Berlin; Department of Neurology and Experimental Neurology (C.F.), Charité - Universitätsmedizin Berlin; Section of Translational Neuroimmunology (J.W., C.G.), Department of Neurology, Jena University Hospital; Department of Neurology (D.R.), Hannover Medical School; Institute of Neuroimmunology and Multiple Sclerosis (L.K.P.), Center for Molecular Neurobiology Hamburg, University Medical Center Hamburg-Eppendorf; Department of Neurology (S.B., J.P.), University Medical Center of the Johannes Gutenberg University Mainz; Department of Neurology (A.K.), Martha-Maria Hospital Halle; Department of Neurology (J.K.), University Hospital Bochum; German Center for Neurodegenerative Diseases (DZNE) (B.N.), Munich; Metabolic Biochemistry, Faculty of Medicine, Biomedical Center (BMC), Ludwig-Maximilians-Universität München; and Institute of Clinical Neuroimmunology (F.S.T.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried, Germany; Munich Cluster for Sys
| | - Johannes Piepgras
- From the Institute of Clinical Neuroimmunology (K.E.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried; Graduate School of Sy; German Center for Neurodegenerative Diseases (DZNE) (J.F.); Department of Neurology, University Hospital Bonn, Germany; Institute of Clinical Neuroimmunology (D.E., R.G., T.K.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried; Department of Neurology (J.L.), Ulm University; Department of Neurology (K.D., C.S.), University Hospital Würzburg; Institute of Clinical Chemistry (R.M.), University Hospital Schleswig-Holstein, Lübeck; Institute of Clinical Chemistry (K.K.F.), University Hospital Schleswig-Holstein, Kiel; Department of Neurology and Experimental Neurology (R.R., H.P.), Charité - Universitätsmedizin Berlin; German Center for Neurodegenerative Diseases (DZNE) Berlin; Department of Neurology and Experimental Neurology (C.F.), Charité - Universitätsmedizin Berlin; Section of Translational Neuroimmunology (J.W., C.G.), Department of Neurology, Jena University Hospital; Department of Neurology (D.R.), Hannover Medical School; Institute of Neuroimmunology and Multiple Sclerosis (L.K.P.), Center for Molecular Neurobiology Hamburg, University Medical Center Hamburg-Eppendorf; Department of Neurology (S.B., J.P.), University Medical Center of the Johannes Gutenberg University Mainz; Department of Neurology (A.K.), Martha-Maria Hospital Halle; Department of Neurology (J.K.), University Hospital Bochum; German Center for Neurodegenerative Diseases (DZNE) (B.N.), Munich; Metabolic Biochemistry, Faculty of Medicine, Biomedical Center (BMC), Ludwig-Maximilians-Universität München; and Institute of Clinical Neuroimmunology (F.S.T.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried, Germany; Munich Cluster for Sys
| | - Andrea Kraft
- From the Institute of Clinical Neuroimmunology (K.E.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried; Graduate School of Sy; German Center for Neurodegenerative Diseases (DZNE) (J.F.); Department of Neurology, University Hospital Bonn, Germany; Institute of Clinical Neuroimmunology (D.E., R.G., T.K.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried; Department of Neurology (J.L.), Ulm University; Department of Neurology (K.D., C.S.), University Hospital Würzburg; Institute of Clinical Chemistry (R.M.), University Hospital Schleswig-Holstein, Lübeck; Institute of Clinical Chemistry (K.K.F.), University Hospital Schleswig-Holstein, Kiel; Department of Neurology and Experimental Neurology (R.R., H.P.), Charité - Universitätsmedizin Berlin; German Center for Neurodegenerative Diseases (DZNE) Berlin; Department of Neurology and Experimental Neurology (C.F.), Charité - Universitätsmedizin Berlin; Section of Translational Neuroimmunology (J.W., C.G.), Department of Neurology, Jena University Hospital; Department of Neurology (D.R.), Hannover Medical School; Institute of Neuroimmunology and Multiple Sclerosis (L.K.P.), Center for Molecular Neurobiology Hamburg, University Medical Center Hamburg-Eppendorf; Department of Neurology (S.B., J.P.), University Medical Center of the Johannes Gutenberg University Mainz; Department of Neurology (A.K.), Martha-Maria Hospital Halle; Department of Neurology (J.K.), University Hospital Bochum; German Center for Neurodegenerative Diseases (DZNE) (B.N.), Munich; Metabolic Biochemistry, Faculty of Medicine, Biomedical Center (BMC), Ludwig-Maximilians-Universität München; and Institute of Clinical Neuroimmunology (F.S.T.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried, Germany; Munich Cluster for Sys
| | - Jaqueline Klausewitz
- From the Institute of Clinical Neuroimmunology (K.E.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried; Graduate School of Sy; German Center for Neurodegenerative Diseases (DZNE) (J.F.); Department of Neurology, University Hospital Bonn, Germany; Institute of Clinical Neuroimmunology (D.E., R.G., T.K.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried; Department of Neurology (J.L.), Ulm University; Department of Neurology (K.D., C.S.), University Hospital Würzburg; Institute of Clinical Chemistry (R.M.), University Hospital Schleswig-Holstein, Lübeck; Institute of Clinical Chemistry (K.K.F.), University Hospital Schleswig-Holstein, Kiel; Department of Neurology and Experimental Neurology (R.R., H.P.), Charité - Universitätsmedizin Berlin; German Center for Neurodegenerative Diseases (DZNE) Berlin; Department of Neurology and Experimental Neurology (C.F.), Charité - Universitätsmedizin Berlin; Section of Translational Neuroimmunology (J.W., C.G.), Department of Neurology, Jena University Hospital; Department of Neurology (D.R.), Hannover Medical School; Institute of Neuroimmunology and Multiple Sclerosis (L.K.P.), Center for Molecular Neurobiology Hamburg, University Medical Center Hamburg-Eppendorf; Department of Neurology (S.B., J.P.), University Medical Center of the Johannes Gutenberg University Mainz; Department of Neurology (A.K.), Martha-Maria Hospital Halle; Department of Neurology (J.K.), University Hospital Bochum; German Center for Neurodegenerative Diseases (DZNE) (B.N.), Munich; Metabolic Biochemistry, Faculty of Medicine, Biomedical Center (BMC), Ludwig-Maximilians-Universität München; and Institute of Clinical Neuroimmunology (F.S.T.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried, Germany; Munich Cluster for Sys
| | - Brigitte Nuscher
- From the Institute of Clinical Neuroimmunology (K.E.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried; Graduate School of Sy; German Center for Neurodegenerative Diseases (DZNE) (J.F.); Department of Neurology, University Hospital Bonn, Germany; Institute of Clinical Neuroimmunology (D.E., R.G., T.K.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried; Department of Neurology (J.L.), Ulm University; Department of Neurology (K.D., C.S.), University Hospital Würzburg; Institute of Clinical Chemistry (R.M.), University Hospital Schleswig-Holstein, Lübeck; Institute of Clinical Chemistry (K.K.F.), University Hospital Schleswig-Holstein, Kiel; Department of Neurology and Experimental Neurology (R.R., H.P.), Charité - Universitätsmedizin Berlin; German Center for Neurodegenerative Diseases (DZNE) Berlin; Department of Neurology and Experimental Neurology (C.F.), Charité - Universitätsmedizin Berlin; Section of Translational Neuroimmunology (J.W., C.G.), Department of Neurology, Jena University Hospital; Department of Neurology (D.R.), Hannover Medical School; Institute of Neuroimmunology and Multiple Sclerosis (L.K.P.), Center for Molecular Neurobiology Hamburg, University Medical Center Hamburg-Eppendorf; Department of Neurology (S.B., J.P.), University Medical Center of the Johannes Gutenberg University Mainz; Department of Neurology (A.K.), Martha-Maria Hospital Halle; Department of Neurology (J.K.), University Hospital Bochum; German Center for Neurodegenerative Diseases (DZNE) (B.N.), Munich; Metabolic Biochemistry, Faculty of Medicine, Biomedical Center (BMC), Ludwig-Maximilians-Universität München; and Institute of Clinical Neuroimmunology (F.S.T.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried, Germany; Munich Cluster for Sys
| | - Tania Kümpfel
- From the Institute of Clinical Neuroimmunology (K.E.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried; Graduate School of Sy; German Center for Neurodegenerative Diseases (DZNE) (J.F.); Department of Neurology, University Hospital Bonn, Germany; Institute of Clinical Neuroimmunology (D.E., R.G., T.K.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried; Department of Neurology (J.L.), Ulm University; Department of Neurology (K.D., C.S.), University Hospital Würzburg; Institute of Clinical Chemistry (R.M.), University Hospital Schleswig-Holstein, Lübeck; Institute of Clinical Chemistry (K.K.F.), University Hospital Schleswig-Holstein, Kiel; Department of Neurology and Experimental Neurology (R.R., H.P.), Charité - Universitätsmedizin Berlin; German Center for Neurodegenerative Diseases (DZNE) Berlin; Department of Neurology and Experimental Neurology (C.F.), Charité - Universitätsmedizin Berlin; Section of Translational Neuroimmunology (J.W., C.G.), Department of Neurology, Jena University Hospital; Department of Neurology (D.R.), Hannover Medical School; Institute of Neuroimmunology and Multiple Sclerosis (L.K.P.), Center for Molecular Neurobiology Hamburg, University Medical Center Hamburg-Eppendorf; Department of Neurology (S.B., J.P.), University Medical Center of the Johannes Gutenberg University Mainz; Department of Neurology (A.K.), Martha-Maria Hospital Halle; Department of Neurology (J.K.), University Hospital Bochum; German Center for Neurodegenerative Diseases (DZNE) (B.N.), Munich; Metabolic Biochemistry, Faculty of Medicine, Biomedical Center (BMC), Ludwig-Maximilians-Universität München; and Institute of Clinical Neuroimmunology (F.S.T.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried, Germany; Munich Cluster for Sys
| | - Franziska S Thaler
- From the Institute of Clinical Neuroimmunology (K.E.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried; Graduate School of Sy; German Center for Neurodegenerative Diseases (DZNE) (J.F.); Department of Neurology, University Hospital Bonn, Germany; Institute of Clinical Neuroimmunology (D.E., R.G., T.K.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried; Department of Neurology (J.L.), Ulm University; Department of Neurology (K.D., C.S.), University Hospital Würzburg; Institute of Clinical Chemistry (R.M.), University Hospital Schleswig-Holstein, Lübeck; Institute of Clinical Chemistry (K.K.F.), University Hospital Schleswig-Holstein, Kiel; Department of Neurology and Experimental Neurology (R.R., H.P.), Charité - Universitätsmedizin Berlin; German Center for Neurodegenerative Diseases (DZNE) Berlin; Department of Neurology and Experimental Neurology (C.F.), Charité - Universitätsmedizin Berlin; Section of Translational Neuroimmunology (J.W., C.G.), Department of Neurology, Jena University Hospital; Department of Neurology (D.R.), Hannover Medical School; Institute of Neuroimmunology and Multiple Sclerosis (L.K.P.), Center for Molecular Neurobiology Hamburg, University Medical Center Hamburg-Eppendorf; Department of Neurology (S.B., J.P.), University Medical Center of the Johannes Gutenberg University Mainz; Department of Neurology (A.K.), Martha-Maria Hospital Halle; Department of Neurology (J.K.), University Hospital Bochum; German Center for Neurodegenerative Diseases (DZNE) (B.N.), Munich; Metabolic Biochemistry, Faculty of Medicine, Biomedical Center (BMC), Ludwig-Maximilians-Universität München; and Institute of Clinical Neuroimmunology (F.S.T.), University Hospital, Ludwig-Maximilians-Universität Munich; Biomedical Center (BMC), Medical Faculty, Ludwig-Maximilians-Universität Munich, Martinsried, Germany; Munich Cluster for Sys.
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11
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McLoughlin HS, Gundry K, Rainwater O, Schuster KH, Wellik IG, Zalon AJ, Benneyworth MA, Eberly LE, Öz G. Antisense Oligonucleotide Silencing Reverses Abnormal Neurochemistry in Spinocerebellar Ataxia 3 Mice. Ann Neurol 2023; 94:658-671. [PMID: 37243335 PMCID: PMC10543567 DOI: 10.1002/ana.26713] [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: 12/13/2022] [Revised: 05/10/2023] [Accepted: 05/17/2023] [Indexed: 05/28/2023]
Abstract
OBJECTIVE Spinocerebellar ataxia type 3 (SCA3) is the most common dominantly inherited ataxia, and biomarkers are needed to noninvasively monitor disease progression and treatment response. Anti-ATXN3 antisense oligonucleotide (ASO) treatment has been shown to mitigate neuropathology and rescue motor phenotypes in SCA3 mice. Here, we investigated whether repeated ASO administration reverses brainstem and cerebellar neurochemical abnormalities by magnetic resonance spectroscopy (MRS). METHODS Symptomatic SCA3 mice received intracerebroventricular treatment of ASO or vehicle and were compared to wild-type vehicle-treated littermates. To quantify neurochemical changes in treated mice, longitudinal 9.4T MRS of cerebellum and brainstem was performed. Acquired magnetic resonance (MR) group means were analyzed by 2-way analysis of variance mixed-effects sex-adjusted analysis with post hoc Sidak correlation for multiple comparisons. Pearson correlations were used to relate SCA3 pathology and behavior. RESULTS MR spectra yielded 15 to 16 neurochemical concentrations in the cerebellum and brainstem. ASO treatment in SCA3 mice resulted in significant total choline rescue and partial reversals of taurine, glutamine, and total N-acetylaspartate across both regions. Some ASO-rescued neurochemicals correlated with reduction in diseased protein and nuclear ATXN3 accumulation. ASO-corrected motor activity correlated with total choline and total N-acetylaspartate levels early in disease. INTERPRETATION SCA3 mouse cerebellar and brainstem neurochemical trends parallel those in patients with SCA3. Decreased total choline may reflect oligodendrocyte abnormalities, decreased total N-acetylaspartate highlights neuronal health disturbances, and high glutamine may indicate gliosis. ASO treatment fully or partially reversed select neurochemical abnormalities in SCA3 mice, indicating the potential for these measures to serve as noninvasive treatment biomarkers in future SCA3 gene silencing trials. ANN NEUROL 2023;94:658-671.
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Affiliation(s)
| | - Katherine Gundry
- Center for Magnetic Resonance Research, Department of Radiology, Medical School, University of Minnesota, Minneapolis, MN, USA
| | - Orion Rainwater
- Department of Laboratory Medicine and Pathology, University of Minnesota, Minneapolis, MN, USA
| | | | - Isabel G. Wellik
- Department of Neurology, University of Michigan, Ann Arbor, MI, USA
| | - Annie J. Zalon
- Department of Neurology, University of Michigan, Ann Arbor, MI, USA
| | | | - Lynn E. Eberly
- Center for Magnetic Resonance Research, Department of Radiology, Medical School, University of Minnesota, Minneapolis, MN, USA
- Division of Biostatistics, School of Public Health, University of Minnesota, Minneapolis, MN, USA
| | - Gülin Öz
- Center for Magnetic Resonance Research, Department of Radiology, Medical School, University of Minnesota, Minneapolis, MN, USA
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12
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Jacobi H, Schaprian T, Schmitz‐Hübsch T, Schmid M, Klockgether T. Disease progression of spinocerebellar ataxia types 1, 2, 3 and 6 before and after ataxia onset. Ann Clin Transl Neurol 2023; 10:1833-1843. [PMID: 37592453 PMCID: PMC10578893 DOI: 10.1002/acn3.51875] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2023] [Revised: 07/25/2023] [Accepted: 07/28/2023] [Indexed: 08/19/2023] Open
Abstract
OBJECTIVE Our aim was to study the evolution of ataxia and neurological symptoms before and after ataxia onset in the most common spinocerebellar ataxias (SCAs), SCA1, SCA2, SCA3 and SCA6. We therefore jointly analysed the data of the EUROSCA and RISCA studies, which recruited ataxic and non-ataxic mutation carriers. METHODS We used mixed effect models to analyse the evolution of Scale for the Rating and Assessment of Ataxia (SARA) scores, SCA Functional Index (SCAFI) and Inventory of Non-Ataxia Signs (INAS) counts. We applied multivariable modelling to identify factors associated with SARA progression. In the time interval 5 years prior to and after ataxia onset, we calculated sensitivity to change ratios (SCS) of SARA, SCAFI and INAS. RESULTS 2740 visits of 677 participants were analysed. All measures showed non-linear progression that was best fitted by linear mixed models with linear, quadratic and cubic time effects. R2 values indicating quality of the fit ranged from 0.70 to 0.97. CAG repeat was associated with faster progression in SCA1, SCA2 and SCA3, but not SCA6. 5 years prior to and after ataxia onset, SARA had the highest SCS of all measures with a mean of 1.21 (95% CI: 1.20, 1.21) in SCA1, 0.94 (0.93, 0.94) in SCA2 and 1.23 (1.22, 1.23) in SCA3. INTERPRETATION Our data have important implications for the understanding of disease progression in SCA1, SCA2, SCA3 and SCA6 across the lifespan. Furthermore, our study provides information for the design of interventional trials, especially in pre-ataxic mutation carriers close to ataxia onset and patients in early disease stages.
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Affiliation(s)
- Heike Jacobi
- Department of NeurologyUniversity Hospital HeidelbergHeidelbergGermany
| | | | - Tanja Schmitz‐Hübsch
- Experimental and Clinical Research Center, a cooperation of Max‐Delbrueck Center for Molecular Medicine and Charité – Univeristätsmedizin BerlinBerlinGermany
| | - Matthias Schmid
- German Center for Neurodegenerative Diseases (DZNE)BonnGermany
- Department of Medical Biometry, Informatics and Epidemiology, Medical FacultyUniversity of BonnBonnGermany
| | - Thomas Klockgether
- German Center for Neurodegenerative Diseases (DZNE)BonnGermany
- Department of NeurologyUniversity Hospital of BonnBonnGermany
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13
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Zhao J, Zeng W, Huang X, Hu M, Yuan K, Wu C, Qiu H, Chu J. Analysis and hierarchical clustering of infratentorial morphological MRI identifies SCAs phenogroups. J Neurol 2023; 270:4466-4477. [PMID: 37291395 DOI: 10.1007/s00415-023-11792-1] [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: 02/21/2023] [Revised: 05/20/2023] [Accepted: 05/22/2023] [Indexed: 06/10/2023]
Abstract
BACKGROUND Clinical decision-making in spinocerebellar ataxia spectrum diseases (SCAs) has mainly been based on genetic tests, not considering the SCAs' imaging and clinical heterogenicity. OBJECTIVE To identify SCAs phenogroups by analysis and hierarchical clustering of infratentorial morphological MRI for unveiling pathophysiological differences among common SCA subtypes. METHODS We prospectively enrolled 119 (62 women; mean age 37 years) genetically diagnosed SCAs (SCA1 n = 21, SCA2 n = 10, symptomatic SCA3 n = 59, presymptomatic SCA3 n = 22, SCA6 n = 7) and 35 healthy controls (HCs). All patients underwent MRI and detailed neurological and neuropsychology examinations. The width of each cerebellar peduncle (CP) and anteroposterior diameter of the spinal cord and pontine were measured. Twenty-five SCAs patients (15 women; mean age 35 years) were followed for at least a year (17 (15, 24) months), whose MRI and the Scale for the Assessment and Rating of Ataxia (SARA) were collected. RESULTS Infratentorial morphological MRI measurements could significantly discriminate SCAs from HCs, even among SCA subtypes. Two mutually exclusive and clinically distinct phenogroups were identified. Despite similar (CAG)n, phenogroup 1 (n = 66, 55.5%) presented more atrophied infratentorial brain structures and more severe clinical symptoms with older age and earlier age of onset when compared with phenogroup 2. More importantly, all SCA2, most of SCA1 (76%), and symptomatic SCA3 (68%) were classified into phenogroup 1, whereas all SCA6 and all presymptomatic SCA3 were in phenogroup 2. The right middle CP had the highest diagnostic value in predicting phenogroup 2 (AUC = 0.99; P < 0.01) with high specificity (95%). Consistent with the significantly increased SARA (7.5 vs 10, P = 0.021), the bilateral inferior CP, spinal cord, and pontine tegmentum were more atrophy during the follow-up (P < 0.05). CONCLUSION SCAs were with significant infratentorial brain atrophy than HCs. We identified two different SCAs phenogroups associated with substantial differences in infratentorial brain atrophy, clinical presentation, and may reflect the underlying molecular profiles to some extent, paving the way for a more personalized diagnostic and treatment approach.
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Affiliation(s)
- Jing Zhao
- Department of Radiology, The First Affiliated Hospital, Sun Yat-Sen University, 58th, The Second Zhongshan Road, Guangzhou, 518000, Guangdong, China
| | - Wenting Zeng
- Department of Radiology, The First Affiliated Hospital, Sun Yat-Sen University, 58th, The Second Zhongshan Road, Guangzhou, 518000, Guangdong, China
| | - Xiaolong Huang
- Intensive Care Unit, The First Affiliated Hospital of Xiamen University, Xiamen, 361001, Fujian, China
| | - Manshi Hu
- Department of Radiology, The First Affiliated Hospital, Sun Yat-Sen University, 58th, The Second Zhongshan Road, Guangzhou, 518000, Guangdong, China
| | - Kang Yuan
- Sun Yat-Sen University, Guangzhou, 518000, Guangdong, China
| | - Chao Wu
- Department of Neurology, The First Affiliated Hospital, Sun Yat-Sen University, 58th, The Second Zhongshan Road, Guangzhou, Guangdong, 518000, China.
- Guangdong Provincial Key Laboratory of Diagnosis and Treatment of Major Neurological Diseases, Guangzhou, China.
- National Key Clinical Department and Key Discipline of Neurology, Guangzhou, China.
| | - Haishan Qiu
- Department of Radiology, The First Affiliated Hospital, Sun Yat-Sen University, 58th, The Second Zhongshan Road, Guangzhou, 518000, Guangdong, China.
| | - Jianping Chu
- Department of Radiology, The First Affiliated Hospital, Sun Yat-Sen University, 58th, The Second Zhongshan Road, Guangzhou, 518000, Guangdong, China.
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14
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de Oliveira CM, Leotti VB, Polita S, Anes M, Cappelli AH, Rocha AG, Ecco G, Bolzan G, Kersting N, Duarte JA, Saraiva-Pereira ML, Junior MCF, Rezende TJR, Jardim LB. The longitudinal progression of MRI changes in pre-ataxic carriers of SCA3/MJD. J Neurol 2023; 270:4276-4287. [PMID: 37193796 PMCID: PMC10187509 DOI: 10.1007/s00415-023-11763-6] [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: 03/15/2023] [Revised: 05/02/2023] [Accepted: 05/03/2023] [Indexed: 05/18/2023]
Abstract
BACKGROUND The natural history of magnetic resonance imaging (MRI) in pre-ataxic stages of spinocerebellar ataxia type 3/Machado-Joseph disease (SCA3/MJD) is not well known. We report cross-sectional and longitudinal data obtained at this stage. METHODS Baseline (follow-up) observations included 32 (17) pre-ataxic carriers (SARA < 3) and 20 (12) related controls. The mutation length was used to estimate the time to onset (TimeTo) of gait ataxia. Clinical scales and MRIs were performed at baseline and after a median (IQR) of 30 (7) months. Cerebellar volumetries (ACAPULCO), deep gray-matter (T1-Multiatlas), cortical thickness (FreeSurfer), cervical spinal cord area (SCT) and white matter (DTI-Multiatlas) were assessed. Baseline differences between groups were described; variables that presented a p < 0.1 after Bonferroni correction were assessed longitudinally, using TimeTo and study time. For TimeTo strategy, corrections for age, sex and intracranial volume were done with Z-score progression. A significance level of 5% was adopted. RESULTS SCT at C1 level distinguished pre-ataxic carriers from controls. DTI measures of the right inferior cerebellar peduncle (ICP), bilateral middle cerebellar peduncles (MCP) and bilateral medial lemniscus (ML), also distinguished pre-ataxic carriers from controls, and progressed over TimeTo, with effect sizes varying from 0.11 to 0.20, larger than those of the clinical scales. No MRI variable showed progression over study time. DISCUSSION DTI parameters of the right ICP, left MCP and right ML were the best biomarkers for the pre-ataxic stage of SCA3/MJD. TimeTo is an interesting timescale, since it captured the longitudinal worsening of these structures.
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Affiliation(s)
- Camila Maria de Oliveira
- Programa de Pós-Graduação em Ciências Médicas, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
- Centros de Pesquisa Clínica e Experimental, Hospital de Clínicas de Porto Alegre, Porto Alegre, Brazil
| | - Vanessa Bielefeldt Leotti
- Departamento de Estatística, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
- Programa de Pós-Graduação em Epidemiologia, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
| | - Sandra Polita
- Serviço de Radiologia, Hospital de Clínicas de Porto Alegre, Porto Alegre, Brazil
| | - Mauricio Anes
- Serviço de Física Médica e Radioproteção, Hospital de Clínicas de Porto Alegre, Porto Alegre, Brazil
| | - Amanda Henz Cappelli
- Faculdade de Medicina, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
| | | | - Gabriela Ecco
- Faculdade de Medicina, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
| | - Gabriela Bolzan
- Centros de Pesquisa Clínica e Experimental, Hospital de Clínicas de Porto Alegre, Porto Alegre, Brazil
- Programa de Pós-Graduação em Genética e Biologia Molecular, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
| | - Nathalia Kersting
- Programa de Pós-Graduação em Ciências Médicas, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
- Centros de Pesquisa Clínica e Experimental, Hospital de Clínicas de Porto Alegre, Porto Alegre, Brazil
| | - Juliana Avila Duarte
- Programa de Pós-Graduação em Ciências Médicas, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
- Serviço de Radiologia, Hospital de Clínicas de Porto Alegre, Porto Alegre, Brazil
- Faculdade de Medicina, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
| | - Maria-Luiza Saraiva-Pereira
- Centros de Pesquisa Clínica e Experimental, Hospital de Clínicas de Porto Alegre, Porto Alegre, Brazil
- Programa de Pós-Graduação em Genética e Biologia Molecular, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
- Serviço de Genética Médica, Hospital de Clínicas de Porto Alegre, Porto Alegre, Brazil
- Departamento de Bioquímica, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
| | - Marcondes Cavalcante França Junior
- Departamento de Neurologia, Faculdade de Ciências Médicas, Universidade Estadual de Campinas (UNICAMP), Campinas, Brazil
- Neuroimaging Laboratory, Rua Vital Brasil, 89-99, Cidade Universitária "Zeferino Vaz", Campinas, SP, 13083-888, Brazil
| | - Thiago Junqueira Ribeiro Rezende
- Departamento de Neurologia, Faculdade de Ciências Médicas, Universidade Estadual de Campinas (UNICAMP), Campinas, Brazil.
- Neuroimaging Laboratory, Rua Vital Brasil, 89-99, Cidade Universitária "Zeferino Vaz", Campinas, SP, 13083-888, Brazil.
- Medical Genetics Service, Hospital de Clínicas de Porto Alegre, Rua Ramiro Barcelos 2350, Porto Alegre, 90035-003, Brazil.
| | - Laura Bannach Jardim
- Programa de Pós-Graduação em Ciências Médicas, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil.
- Centros de Pesquisa Clínica e Experimental, Hospital de Clínicas de Porto Alegre, Porto Alegre, Brazil.
- Faculdade de Medicina, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil.
- Programa de Pós-Graduação em Genética e Biologia Molecular, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil.
- Serviço de Genética Médica, Hospital de Clínicas de Porto Alegre, Porto Alegre, Brazil.
- Departamento de Medicina Interna, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil.
- Medical Genetics Service, Hospital de Clínicas de Porto Alegre, Rua Ramiro Barcelos 2350, Porto Alegre, 90035-003, Brazil.
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15
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Coarelli G, Coutelier M, Durr A. Autosomal dominant cerebellar ataxias: new genes and progress towards treatments. Lancet Neurol 2023; 22:735-749. [PMID: 37479376 DOI: 10.1016/s1474-4422(23)00068-6] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2022] [Revised: 01/07/2023] [Accepted: 02/22/2023] [Indexed: 07/23/2023]
Abstract
Dominantly inherited spinocerebellar ataxias (SCAs) are associated with phenotypes that range from pure cerebellar to multisystemic. The list of implicated genes has lengthened in the past 5 years with the inclusion of SCA37/DAB1, SCA45/FAT2, SCA46/PLD3, SCA47/PUM1, SCA48/STUB1, SCA50/NPTX1, SCA25/PNPT1, SCA49/SAM9DL, and SCA27B/FGF14. In some patients, co-occurrence of multiple potentially pathogenic variants can explain variable penetrance or more severe phenotypes. Given this extreme clinical and genetic heterogeneity, genome sequencing should become the diagnostic tool of choice but is still not available in many clinical settings. Treatments tested in phase 2 and phase 3 studies, such as riluzole and transcranial direct current stimulation of the cerebellum and spinal cord, have given conflicting results. To enable early intervention, preataxic carriers of pathogenic variants should be assessed with biomarkers, such as neurofilament light chain and brain MRI; these biomarkers could also be used as outcome measures, given that clinical outcomes are not useful in the preataxic phase. The development of bioassays measuring the concentration of the mutant protein (eg, ataxin-3) might facilitate monitoring of target engagement by gene therapies.
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Affiliation(s)
- Giulia Coarelli
- Sorbonne Université, ICM Institut du Cerveau, Pitié-Salpeêtrieère University Hospital, Paris, France; Institut National de la Santé Et de la Recherche Médicale, Paris, France; Centre National de la Recherche Scientifique, Paris, France; Assistance Publique-Hôpitaux de Paris, Paris, France
| | - Marie Coutelier
- Sorbonne Université, ICM Institut du Cerveau, Pitié-Salpeêtrieère University Hospital, Paris, France; Institut National de la Santé Et de la Recherche Médicale, Paris, France; Centre National de la Recherche Scientifique, Paris, France; Assistance Publique-Hôpitaux de Paris, Paris, France
| | - Alexandra Durr
- Sorbonne Université, ICM Institut du Cerveau, Pitié-Salpeêtrieère University Hospital, Paris, France; Institut National de la Santé Et de la Recherche Médicale, Paris, France; Centre National de la Recherche Scientifique, Paris, France; Assistance Publique-Hôpitaux de Paris, Paris, France.
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16
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Rangaprakash D, Barry RL, Deshpande G. The confound of hemodynamic response function variability in human resting-state functional MRI studies. Front Neurosci 2023; 17:934138. [PMID: 37521709 PMCID: PMC10375034 DOI: 10.3389/fnins.2023.934138] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2022] [Accepted: 04/07/2023] [Indexed: 08/01/2023] Open
Abstract
Functional magnetic resonance imaging (fMRI) is an indirect measure of neural activity with the hemodynamic response function (HRF) coupling it with unmeasured neural activity. The HRF, modulated by several non-neural factors, is variable across brain regions, individuals and populations. Yet, a majority of human resting-state fMRI connectivity studies continue to assume a non-variable HRF. In this article, with supportive prior evidence, we argue that HRF variability cannot be ignored as it substantially confounds within-subject connectivity estimates and between-subjects connectivity group differences. We also discuss its clinical relevance with connectivity impairments confounded by HRF aberrations in several disorders. We present limited data on HRF differences between women and men, which resulted in a 15.4% median error in functional connectivity estimates in a group-level comparison. We also discuss the implications of HRF variability for fMRI studies in the spinal cord. There is a need for more dialogue within the community on the HRF confound, and we hope that our article is a catalyst in the process.
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Affiliation(s)
- D. Rangaprakash
- Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, United States
- Department of Radiology, Harvard Medical School, Boston, MA, United States
| | - Robert L. Barry
- Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, United States
- Department of Radiology, Harvard Medical School, Boston, MA, United States
- Harvard-Massachusetts Institute of Technology Division of Health Sciences and Technology, Cambridge, MA, United States
| | - Gopikrishna Deshpande
- Department of Electrical and Computer Engineering, AU MRI Research Center, Auburn University, Auburn, AL, United States
- Department of Psychological Sciences, Auburn University, Auburn, AL, United States
- Center for Neuroscience, Auburn University, Auburn, AL, United States
- Alabama Advanced Imaging Consortium, Birmingham, AL, United States
- Key Laboratory for Learning and Cognition, School of Psychology, Capital Normal University, Beijing, China
- Department of Psychiatry, National Institute of Mental Health and Neurosciences, Bangalore, India
- Centre for Brain Research, Indian Institute of Science, Bangalore, India
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17
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Maas RPPWM. Preparing for Disease-Modification Trials in Degenerative Cerebellar Ataxias: Which Endpoints to Choose? Mov Disord 2023; 38:917-923. [PMID: 37475615 DOI: 10.1002/mds.29388] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2023] [Accepted: 03/06/2023] [Indexed: 07/22/2023] Open
Affiliation(s)
- Roderick P P W M Maas
- Department of Neurology, Donders Institute for Brain, Cognition, and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands
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18
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Chen Z, Liao G, Wan N, He Z, Chen D, Tang Z, Long Z, Zou G, Peng L, Wan L, Wang C, Peng H, Shi Y, Tang Y, Li J, Li Y, Long T, Hou X, He L, Qiu R, Chen D, Wang J, Guo J, Shen L, Huang Y, Ashizawa T, Klockgether T, Tang B, Zhou M, Hu S, Jiang H. Synaptic Loss in Spinocerebellar Ataxia Type 3 Revealed by SV2A Positron Emission Tomography. Mov Disord 2023; 38:978-989. [PMID: 37023261 DOI: 10.1002/mds.29395] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2023] [Revised: 02/16/2023] [Accepted: 03/15/2023] [Indexed: 04/08/2023] Open
Abstract
BACKGROUND Severe reduced synaptic density was observed in spinocerebellar ataxia (SCA) in postmortem neuropathology, but in vivo assessment of synaptic loss remains challenging. OBJECTIVE SPINOCEREBELLAR ATAXIA TYPE 3: The objective of this study was to assess in vivo synaptic loss and its clinical correlates in spinocerebellar ataxia type 3 (SCA3) patients by synaptic vesicle glycoprotein 2A (SV2A)-positron emission tomography (PET) imaging. METHODS We recruited 74 SCA3 individuals including preataxic and ataxic stages and divided into two cohorts. All participants received SV2A-PET imaging using 18 F-SynVesT-1 for synaptic density assessment. Specifically, cohort 1 received standard PET procedure and quantified neurofilament light chain (NfL), and cohort 2 received simplified PET procedure for exploratory purpose. Bivariate correlation was performed between synaptic loss and clinical as well as genetic assessments. RESULTS In cohort 1, significant reductions of synaptic density were observed in cerebellum and brainstem in SCA3 ataxia stage compared to preataxic stage and controls. Vermis was found significantly involved in preataxic stage compared to controls. Receiver operating characteristic (ROC) curves highlighted SV2A of vermis, pons, and medulla differentiating preataxic stage from ataxic stage, and SV2A combined with NfL improved the performance. Synaptic density was significantly negatively correlated with disease severity in cerebellum and brainstem (International Co-operative Ataxia Rating Scale: ρ ranging from -0.467 to -0.667, P ≤ 0.002; Scale of Assessment and Rating of Ataxia: ρ ranging from -0.465 to -0.586, P ≤ 0.002). SV2A reduction tendency of cerebellum and brainstem identified in cohort 1 was observed in cohort 2 with simplified PET procedure. CONCLUSIONS We first identified in vivo synaptic loss was related to disease severity of SCA3, suggesting SV2A PET could be a promising clinical biomarker for disease progression of SCA3. © 2023 International Parkinson and Movement Disorder Society.
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Affiliation(s)
- Zhao Chen
- Department of Neurology, Xiangya Hospital, Central South University, Changsha, Hunan, China
- Key Laboratory of Hunan Province in Neurodegenerative Disorders, Xiangya Hospital, Central South University, Changsha, Hunan, China
- National Clinical Research Center for Geriatric Diseases, Xiangya Hospital, Central South University, Changsha, Hunan, China
- Hunan International Scientific and Technological Cooperation Base of Neurodegenerative and Neurogenetic Diseases, Changsha, China
| | - Guang Liao
- Department of Nuclear Medicine, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Na Wan
- Department of Neurology, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Zhiyou He
- Department of Nuclear Medicine, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Daji Chen
- Department of Neurology, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Zhichao Tang
- Department of Neurology, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Zhe Long
- Department of Neurology, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Guangdong Zou
- Department of Neurology, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Linliu Peng
- Department of Neurology, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Linlin Wan
- Department of Neurology, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Chunrong Wang
- Department of Pathology, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Huirong Peng
- Department of Neurology, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Yuting Shi
- Department of Neurology, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Yongxiang Tang
- Department of Nuclear Medicine, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Jian Li
- Department of Nuclear Medicine, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Yulai Li
- Department of Nuclear Medicine, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Tingting Long
- Department of Nuclear Medicine, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Xuan Hou
- Department of Neurology, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Lang He
- Department of Pathology, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Rong Qiu
- School of Computer Science and Engineering, Central South University, Changsha, Hunan, China
| | - Dengming Chen
- Department of Nuclear Medicine, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Junling Wang
- Department of Neurology, Xiangya Hospital, Central South University, Changsha, Hunan, China
- Key Laboratory of Hunan Province in Neurodegenerative Disorders, Xiangya Hospital, Central South University, Changsha, Hunan, China
- National Clinical Research Center for Geriatric Diseases, Xiangya Hospital, Central South University, Changsha, Hunan, China
- Hunan International Scientific and Technological Cooperation Base of Neurodegenerative and Neurogenetic Diseases, Changsha, China
| | - Jifeng Guo
- Department of Neurology, Xiangya Hospital, Central South University, Changsha, Hunan, China
- Key Laboratory of Hunan Province in Neurodegenerative Disorders, Xiangya Hospital, Central South University, Changsha, Hunan, China
- National Clinical Research Center for Geriatric Diseases, Xiangya Hospital, Central South University, Changsha, Hunan, China
- Hunan International Scientific and Technological Cooperation Base of Neurodegenerative and Neurogenetic Diseases, Changsha, China
| | - Lu Shen
- Department of Neurology, Xiangya Hospital, Central South University, Changsha, Hunan, China
- Key Laboratory of Hunan Province in Neurodegenerative Disorders, Xiangya Hospital, Central South University, Changsha, Hunan, China
- National Clinical Research Center for Geriatric Diseases, Xiangya Hospital, Central South University, Changsha, Hunan, China
- Hunan International Scientific and Technological Cooperation Base of Neurodegenerative and Neurogenetic Diseases, Changsha, China
| | - Yiyun Huang
- Imaging, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Tetsuo Ashizawa
- Neuroscience Research Program, Department of Neurology, Houston Methodist Research Institute, Weil Cornell Medical College, Houston, Texas, USA
| | - Thomas Klockgether
- Department of Neurology, University Hospital of Bonn, Bonn, Germany
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
| | - Beisha Tang
- Department of Neurology, Xiangya Hospital, Central South University, Changsha, Hunan, China
- Key Laboratory of Hunan Province in Neurodegenerative Disorders, Xiangya Hospital, Central South University, Changsha, Hunan, China
- National Clinical Research Center for Geriatric Diseases, Xiangya Hospital, Central South University, Changsha, Hunan, China
- Hunan International Scientific and Technological Cooperation Base of Neurodegenerative and Neurogenetic Diseases, Changsha, China
| | - Ming Zhou
- Department of Nuclear Medicine, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Shuo Hu
- National Clinical Research Center for Geriatric Diseases, Xiangya Hospital, Central South University, Changsha, Hunan, China
- Department of Nuclear Medicine, Xiangya Hospital, Central South University, Changsha, Hunan, China
- Key Laboratory of Biological Nanotechnology of National Health Commission, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Hong Jiang
- Department of Neurology, Xiangya Hospital, Central South University, Changsha, Hunan, China
- Key Laboratory of Hunan Province in Neurodegenerative Disorders, Xiangya Hospital, Central South University, Changsha, Hunan, China
- National Clinical Research Center for Geriatric Diseases, Xiangya Hospital, Central South University, Changsha, Hunan, China
- Hunan International Scientific and Technological Cooperation Base of Neurodegenerative and Neurogenetic Diseases, Changsha, China
- School of Basic Medical Science, Central South University, Changsha, Hunan, China
- National International Collaborative Research Center for Medical Metabolomics, Central South University, Changsha, Hunan, China
- Department of Neurology, The Third Xiangya Hospital, Central South University, Changsha, China
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19
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Faber J, Berger M, Carlo W, Hübener-Schmid J, Schaprian T, Santana MM, Grobe-Einsler M, Onder D, Koyak B, Giunti P, Garcia-Moreno H, Gonzalez-Robles C, Lima M, Raposo M, Melo ARV, de Almeida LP, Silva P, Pinto MM, van de Warrenburg BP, van Gaalen J, de Vries J, Jeroen, Oz G, Joers JM, Synofzik M, Schöls L, Riess O, Infante J, Manrique L, Timmann D, Thieme A, Jacobi H, Reetz K, Dogan I, Onyike C, Povazan M, Schmahmann J, Ratai EM, Schmid M, Klockgether T. Stage-dependent biomarker changes in spinocerebellar ataxia type 3. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.04.21.23287817. [PMID: 37163081 PMCID: PMC10168503 DOI: 10.1101/2023.04.21.23287817] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/11/2023]
Abstract
Spinocerebellar ataxia type 3/Machado-Joseph disease (SCA3) is the most common autosomal dominant ataxia. In view of the development of targeted therapies for SCA3, precise knowledge of stage-dependent fluid and MRI biomarker changes is needed. We analyzed cross-sectional data of 292 SCA3 mutation carriers including 57 pre-ataxic individuals, and 108 healthy controls from the European Spinocerebellar ataxia type 3/Machado-Joseph Disease Initiative (ESMI) cohort. Blood concentrations of mutant ATXN3 and neurofilament light (NfL) were determined, and volumes of pons, cerebellar white matter (CWM) and cerebellar grey matter (CGM) were measured on MRI. Mutant ATXN3 concentrations were high before and after ataxia onset, while NfL continuously increased and deviated from normal 11.9 years before onset. Pons and CWM volumes decreased, but the deviation from normal was only 2.0 years (pons) and 0.3 years (CWM) before ataxia onset. We propose a staging model of SCA3 that includes an initial asymptomatic carrier stage followed by the biomarker stage defined by absence of ataxia, but a significant rise of NfL. The biomarker stage leads into the ataxia stage, defined by manifest ataxia. The present analysis provides a robust framework for further studies aiming at elaboration and differentiation of the staging model of SCA3.
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Affiliation(s)
- Jennifer Faber
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
- Department of Neurology, University Hospital Bonn, Bonn, Germany
| | - Moritz Berger
- University of Bonn, Medical Faculty, Institute for Medical Biometry, Informatics and Epidemiology
| | - Wilke Carlo
- Division Translational Genomics of Neurodegenerative Diseases, Hertie Institute for Clinical Brain Research & Center of Neurology, University of Tübingen, Germany
- German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany
| | - Jeannette Hübener-Schmid
- Institute for Medical Genetics and Applied Genomics, University of Tuebingen, Tuebingen, Germany
| | - Tamara Schaprian
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
| | - Magda M Santana
- Center for Neuroscience and Cell Biology (CNC), University of Coimbra, Coimbra, Portugal
- Center for Innovative in Biomedicine and Biotechnology (CIBB), University of Coimbra, Coimbra, Portugal
| | - Marcus Grobe-Einsler
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
- Department of Neurology, University Hospital Bonn, Bonn, Germany
| | - Dement Onder
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
- Department of Neurology, University Hospital Bonn, Bonn, Germany
| | - Berkan Koyak
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
- Department of Neurology, University Hospital Bonn, Bonn, Germany
| | - Paola Giunti
- Ataxia Centre, Department of Clinical and Movement Neurosciences, UCL Queen Square Institute of Neurology, University College London, London WC1N 3BG, UK
- Department of Neurogenetics, National Hospital for Neurology and Neurosurgery, University College London Hospitals NHS Foundation Trust, London WC1N 3BG, UK
| | - Hector Garcia-Moreno
- Ataxia Centre, Department of Clinical and Movement Neurosciences, UCL Queen Square Institute of Neurology, University College London, London WC1N 3BG, UK
- Department of Neurogenetics, National Hospital for Neurology and Neurosurgery, University College London Hospitals NHS Foundation Trust, London WC1N 3BG, UK
| | - Cristina Gonzalez-Robles
- Ataxia Centre, Department of Clinical and Movement Neurosciences, UCL Queen Square Institute of Neurology, University College London, London WC1N 3BG, UK
- Department of Neurogenetics, National Hospital for Neurology and Neurosurgery, University College London Hospitals NHS Foundation Trust, London WC1N 3BG, UK
- Department of Clinical and Movement Neurosciences, UCL Queen Square Institute of Neurology, University College London, London WC1N 3BG, UK
| | - Manuela Lima
- Faculdade de Ciências e Tecnologia, Universidade dos Açores, Ponta Delgada, Portugal
| | - Mafalda Raposo
- Faculdade de Ciências e Tecnologia, Universidade dos Açores, Ponta Delgada, Portugal
- Instituto de Biologia Molecular e Celular (IBMC), Instituto de Investigação e Inovação em Saúde (i3S), Universidade do Porto, Porto, Portugal
| | - Ana Rosa Vieira Melo
- Faculdade de Ciências e Tecnologia, Universidade dos Açores, Ponta Delgada, Portugal
| | - Luis Pereira de Almeida
- Center for Neuroscience and Cell Biology (CNC), University of Coimbra, Coimbra, Portugal
- Center for Innovative in Biomedicine and Biotechnology (CIBB), University of Coimbra, Coimbra, Portugal
| | - Patrick Silva
- Center for Neuroscience and Cell Biology (CNC), University of Coimbra, Coimbra, Portugal
- Center for Innovative in Biomedicine and Biotechnology (CIBB), University of Coimbra, Coimbra, Portugal
- Faculty of Pharmacy, University of Coimbra, Azinhaga de Santa Comba, 3000-548 Coimbra, Portugal
| | - Maria M Pinto
- Center for Neuroscience and Cell Biology (CNC), University of Coimbra, Coimbra, Portugal
- Center for Innovative in Biomedicine and Biotechnology (CIBB), University of Coimbra, Coimbra, Portugal
- Faculty of Pharmacy, University of Coimbra, Azinhaga de Santa Comba, 3000-548 Coimbra, Portugal
| | - Bart P. van de Warrenburg
- Department of Neurology, Donders Institute for Brain, Cognition, and Behaviour, Radboud university medical center
| | - Judith van Gaalen
- Department of Neurology, Donders Institute for Brain, Cognition, and Behaviour, Radboud university medical center
- Department of Neurology, Rinjstate Hospital, Arnhem, The Netherlands
| | | | - Jeroen
- University Medical Center Groningen, Neurology
| | - Gulin Oz
- Center for Magnetic Resonance Research, Department of Radiology, University of Minnesota, Minneapolis, MN, USA
| | - James M. Joers
- Center for Magnetic Resonance Research, Department of Radiology, University of Minnesota, Minneapolis, MN, USA
| | - Matthis Synofzik
- Division Translational Genomics of Neurodegenerative Diseases, Hertie Institute for Clinical Brain Research & Center of Neurology, University of Tübingen, Germany
- German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany
| | - Ludger Schöls
- Division Translational Genomics of Neurodegenerative Diseases, Hertie Institute for Clinical Brain Research & Center of Neurology, University of Tübingen, Germany
- German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany
| | - Olaf Riess
- Institute for Medical Genetics and Applied Genomics, University of Tuebingen, Tuebingen, Germany
| | - Jon Infante
- University Hospital Marqués de Valdecilla-IDIVAL, Santander, Spain
- Centro de investigación biomédica en red de enfermedades neurodegenerativas (CIBERNED), Universidad de Cantabria, Santander, Spain
| | - Leire Manrique
- University Hospital Marqués de Valdecilla-IDIVAL, Santander, Spain
| | - Dagmar Timmann
- Department of Neurology and Center for Translational Neuro- and Behavioral Sciences (C-TNBS), University Hospital Essen, University of Duisburg-Essen
| | - Andreas Thieme
- Department of Neurology and Center for Translational Neuro- and Behavioral Sciences (C-TNBS), University Hospital Essen, University of Duisburg-Essen
| | - Heike Jacobi
- Department of Neurology, University Hospital of Heidelberg, Germany
| | - Kathrin Reetz
- Department of Neurology, RWTH Aachen University, Pauwelsstr. 30, 52074 Aachen, Germany
- JARA-BRAIN Institute Molecular Neuroscience and Neuroimaging, Research Centre Juelich GmbH and RWTH Aachen University, 52074 Aachen, Germany
| | - Imis Dogan
- Department of Neurology, RWTH Aachen University, Pauwelsstr. 30, 52074 Aachen, Germany
- JARA-BRAIN Institute Molecular Neuroscience and Neuroimaging, Research Centre Juelich GmbH and RWTH Aachen University, 52074 Aachen, Germany
| | - Chiadikaobi Onyike
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland USA
| | - Michal Povazan
- Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
| | - Jeremy Schmahmann
- Ataxia Center, Laboratory for Neuroanatomy and Cerebellar Neurobiology, Massachusetts General Hospital and Harvard Medical School
| | - Eva-Maria Ratai
- Massachusetts General Hospital, Department of Radiology, A. A. Martinos Center for Biomedical Imaging and Harvard Medical School, Charlestown, Massachusetts, USA
| | - Matthias Schmid
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
- University of Bonn, Medical Faculty, Institute for Medical Biometry, Informatics and Epidemiology
| | - Thomas Klockgether
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
- Department of Neurology, University Hospital Bonn, Bonn, Germany
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20
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Tezenas du Montcel S, Petit E, Olubajo T, Faber J, Lallemant-Dudek P, Bushara K, Perlman S, Subramony SH, Morgan D, Jackman B, Figueroa KP, Pulst SM, Fauret-Amsellem AL, Dufke C, Paulson HL, Öz G, Klockgether T, Durr A, Ashizawa T. Baseline Clinical and Blood Biomarkers in Patients With Preataxic and Early-Stage Disease Spinocerebellar Ataxia 1 and 3. Neurology 2023; 100:e1836-e1848. [PMID: 36797067 PMCID: PMC10136009 DOI: 10.1212/wnl.0000000000207088] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Accepted: 01/06/2023] [Indexed: 02/18/2023] Open
Abstract
BACKGROUND AND OBJECTIVES In spinocerebellar ataxia, ataxia onset can be preceded by mild clinical manifestation, cerebellar and/or brainstem alterations, or biomarker modifications. READISCA is a prospective, longitudinal observational study of patients with spinocerebellar ataxia type 1 (SCA1) and 3 (SCA3) to provide essential markers for therapeutic interventions. We looked for clinical, imaging, or biological markers that are present at an early stage of the disease. METHODS We enrolled carriers of a pathologic ATXN1 or ATXN3 expansion and controls from 18 US and 2 European ataxia referral centers. Clinical, cognitive, quantitative motor, neuropsychological measures and plasma neurofilament light chain (NfL) measurements were compared between expansion carriers with and without ataxia and controls. RESULTS We enrolled 200 participants: 45 carriers of a pathologic ATXN1 expansion (31 patients with ataxia [median Scale for the Assessment and Rating of Ataxia: 9; 7-10] and 14 expansion carriers without ataxia [1; 0-2]) and 116 carriers of a pathologic ATXN3 expansion (80 patients with ataxia [7; 6-9] and 36 expansion carriers without ataxia [1; 0-2]). In addition, we enrolled 39 controls who did not carry a pathologic expansion in ATXN1 or ATXN3. Plasma NfL levels were significantly higher in expansion carriers without ataxia than controls, despite similar mean age (controls: 5.7 pg/mL, SCA1: 18.0 pg/mL [p < 0.0001], SCA3: 19.8 pg/mL [p < 0.0001]). Expansion carriers without ataxia differed from controls by significantly more upper motor signs (SCA1 p = 0.0003, SCA3 p = 0.003) and by the presence of sensor impairment and diplopia in SCA3 (p = 0.0448 and 0.0445, respectively). Functional scales, fatigue and depression scores, swallowing difficulties, and cognitive impairment were worse in expansion carriers with ataxia than those without ataxia. Ataxic SCA3 participants showed extrapyramidal signs, urinary dysfunction, and lower motor neuron signs significantly more often than expansion carriers without ataxia. DISCUSSION READISCA showed the feasibility of harmonized data acquisition in a multinational network. NfL alterations, early sensory ataxia, and corticospinal signs were quantifiable between preataxic participants and controls. Patients with ataxia differed in many parameters from controls and expansion carriers without ataxia, with a graded increase of abnormal measures from control to preataxic to ataxic cohorts. TRIAL REGISTRATION INFORMATION ClinicalTrials.gov NCT03487367.
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Affiliation(s)
- Sophie Tezenas du Montcel
- From the Sorbonne Universite (S.T.d.M., E.P., P.L.-D., A.D.), Paris Brain Institute, Inserm, INRIA, CNRS, APHP, France; The Houston Methodist Research Institute (T.O., T.A.), TX; Department of Neurology (J.F., T.K.), University Hospital of Bonn; German Center for Neurodegenerative Diseases (DZNE) (J.F., T.K.), Bonn, Germany; Department of Neurology (K.B.), University of Minnesota, Minneapolis; University of California, Los Angeles (S.P.); Norman Fixel Center for Neurological Disorders (S.H.S.), College of Medicine, University of Florida, Gainesville; Department of Translational Neuroscience (D.M., B.J.), Michigan State University, Grand Rapids; Department of Neurology (H.L.P.), University of Michigan, Ann Arbor; and Center for Magnetic Resonance Research (G.Ö.), Department of Radiology, University of Minnesota, Minneapolis.
| | - Emilien Petit
- From the Sorbonne Universite (S.T.d.M., E.P., P.L.-D., A.D.), Paris Brain Institute, Inserm, INRIA, CNRS, APHP, France; The Houston Methodist Research Institute (T.O., T.A.), TX; Department of Neurology (J.F., T.K.), University Hospital of Bonn; German Center for Neurodegenerative Diseases (DZNE) (J.F., T.K.), Bonn, Germany; Department of Neurology (K.B.), University of Minnesota, Minneapolis; University of California, Los Angeles (S.P.); Norman Fixel Center for Neurological Disorders (S.H.S.), College of Medicine, University of Florida, Gainesville; Department of Translational Neuroscience (D.M., B.J.), Michigan State University, Grand Rapids; Department of Neurology (H.L.P.), University of Michigan, Ann Arbor; and Center for Magnetic Resonance Research (G.Ö.), Department of Radiology, University of Minnesota, Minneapolis
| | - Titilayo Olubajo
- From the Sorbonne Universite (S.T.d.M., E.P., P.L.-D., A.D.), Paris Brain Institute, Inserm, INRIA, CNRS, APHP, France; The Houston Methodist Research Institute (T.O., T.A.), TX; Department of Neurology (J.F., T.K.), University Hospital of Bonn; German Center for Neurodegenerative Diseases (DZNE) (J.F., T.K.), Bonn, Germany; Department of Neurology (K.B.), University of Minnesota, Minneapolis; University of California, Los Angeles (S.P.); Norman Fixel Center for Neurological Disorders (S.H.S.), College of Medicine, University of Florida, Gainesville; Department of Translational Neuroscience (D.M., B.J.), Michigan State University, Grand Rapids; Department of Neurology (H.L.P.), University of Michigan, Ann Arbor; and Center for Magnetic Resonance Research (G.Ö.), Department of Radiology, University of Minnesota, Minneapolis
| | - Jennifer Faber
- From the Sorbonne Universite (S.T.d.M., E.P., P.L.-D., A.D.), Paris Brain Institute, Inserm, INRIA, CNRS, APHP, France; The Houston Methodist Research Institute (T.O., T.A.), TX; Department of Neurology (J.F., T.K.), University Hospital of Bonn; German Center for Neurodegenerative Diseases (DZNE) (J.F., T.K.), Bonn, Germany; Department of Neurology (K.B.), University of Minnesota, Minneapolis; University of California, Los Angeles (S.P.); Norman Fixel Center for Neurological Disorders (S.H.S.), College of Medicine, University of Florida, Gainesville; Department of Translational Neuroscience (D.M., B.J.), Michigan State University, Grand Rapids; Department of Neurology (H.L.P.), University of Michigan, Ann Arbor; and Center for Magnetic Resonance Research (G.Ö.), Department of Radiology, University of Minnesota, Minneapolis
| | - Pauline Lallemant-Dudek
- From the Sorbonne Universite (S.T.d.M., E.P., P.L.-D., A.D.), Paris Brain Institute, Inserm, INRIA, CNRS, APHP, France; The Houston Methodist Research Institute (T.O., T.A.), TX; Department of Neurology (J.F., T.K.), University Hospital of Bonn; German Center for Neurodegenerative Diseases (DZNE) (J.F., T.K.), Bonn, Germany; Department of Neurology (K.B.), University of Minnesota, Minneapolis; University of California, Los Angeles (S.P.); Norman Fixel Center for Neurological Disorders (S.H.S.), College of Medicine, University of Florida, Gainesville; Department of Translational Neuroscience (D.M., B.J.), Michigan State University, Grand Rapids; Department of Neurology (H.L.P.), University of Michigan, Ann Arbor; and Center for Magnetic Resonance Research (G.Ö.), Department of Radiology, University of Minnesota, Minneapolis
| | - Khalaf Bushara
- From the Sorbonne Universite (S.T.d.M., E.P., P.L.-D., A.D.), Paris Brain Institute, Inserm, INRIA, CNRS, APHP, France; The Houston Methodist Research Institute (T.O., T.A.), TX; Department of Neurology (J.F., T.K.), University Hospital of Bonn; German Center for Neurodegenerative Diseases (DZNE) (J.F., T.K.), Bonn, Germany; Department of Neurology (K.B.), University of Minnesota, Minneapolis; University of California, Los Angeles (S.P.); Norman Fixel Center for Neurological Disorders (S.H.S.), College of Medicine, University of Florida, Gainesville; Department of Translational Neuroscience (D.M., B.J.), Michigan State University, Grand Rapids; Department of Neurology (H.L.P.), University of Michigan, Ann Arbor; and Center for Magnetic Resonance Research (G.Ö.), Department of Radiology, University of Minnesota, Minneapolis
| | - Susan Perlman
- From the Sorbonne Universite (S.T.d.M., E.P., P.L.-D., A.D.), Paris Brain Institute, Inserm, INRIA, CNRS, APHP, France; The Houston Methodist Research Institute (T.O., T.A.), TX; Department of Neurology (J.F., T.K.), University Hospital of Bonn; German Center for Neurodegenerative Diseases (DZNE) (J.F., T.K.), Bonn, Germany; Department of Neurology (K.B.), University of Minnesota, Minneapolis; University of California, Los Angeles (S.P.); Norman Fixel Center for Neurological Disorders (S.H.S.), College of Medicine, University of Florida, Gainesville; Department of Translational Neuroscience (D.M., B.J.), Michigan State University, Grand Rapids; Department of Neurology (H.L.P.), University of Michigan, Ann Arbor; and Center for Magnetic Resonance Research (G.Ö.), Department of Radiology, University of Minnesota, Minneapolis
| | - Sub H Subramony
- From the Sorbonne Universite (S.T.d.M., E.P., P.L.-D., A.D.), Paris Brain Institute, Inserm, INRIA, CNRS, APHP, France; The Houston Methodist Research Institute (T.O., T.A.), TX; Department of Neurology (J.F., T.K.), University Hospital of Bonn; German Center for Neurodegenerative Diseases (DZNE) (J.F., T.K.), Bonn, Germany; Department of Neurology (K.B.), University of Minnesota, Minneapolis; University of California, Los Angeles (S.P.); Norman Fixel Center for Neurological Disorders (S.H.S.), College of Medicine, University of Florida, Gainesville; Department of Translational Neuroscience (D.M., B.J.), Michigan State University, Grand Rapids; Department of Neurology (H.L.P.), University of Michigan, Ann Arbor; and Center for Magnetic Resonance Research (G.Ö.), Department of Radiology, University of Minnesota, Minneapolis
| | - David Morgan
- From the Sorbonne Universite (S.T.d.M., E.P., P.L.-D., A.D.), Paris Brain Institute, Inserm, INRIA, CNRS, APHP, France; The Houston Methodist Research Institute (T.O., T.A.), TX; Department of Neurology (J.F., T.K.), University Hospital of Bonn; German Center for Neurodegenerative Diseases (DZNE) (J.F., T.K.), Bonn, Germany; Department of Neurology (K.B.), University of Minnesota, Minneapolis; University of California, Los Angeles (S.P.); Norman Fixel Center for Neurological Disorders (S.H.S.), College of Medicine, University of Florida, Gainesville; Department of Translational Neuroscience (D.M., B.J.), Michigan State University, Grand Rapids; Department of Neurology (H.L.P.), University of Michigan, Ann Arbor; and Center for Magnetic Resonance Research (G.Ö.), Department of Radiology, University of Minnesota, Minneapolis
| | - Brianna Jackman
- From the Sorbonne Universite (S.T.d.M., E.P., P.L.-D., A.D.), Paris Brain Institute, Inserm, INRIA, CNRS, APHP, France; The Houston Methodist Research Institute (T.O., T.A.), TX; Department of Neurology (J.F., T.K.), University Hospital of Bonn; German Center for Neurodegenerative Diseases (DZNE) (J.F., T.K.), Bonn, Germany; Department of Neurology (K.B.), University of Minnesota, Minneapolis; University of California, Los Angeles (S.P.); Norman Fixel Center for Neurological Disorders (S.H.S.), College of Medicine, University of Florida, Gainesville; Department of Translational Neuroscience (D.M., B.J.), Michigan State University, Grand Rapids; Department of Neurology (H.L.P.), University of Michigan, Ann Arbor; and Center for Magnetic Resonance Research (G.Ö.), Department of Radiology, University of Minnesota, Minneapolis
| | | | | | | | | | - Henry Lauris Paulson
- From the Sorbonne Universite (S.T.d.M., E.P., P.L.-D., A.D.), Paris Brain Institute, Inserm, INRIA, CNRS, APHP, France; The Houston Methodist Research Institute (T.O., T.A.), TX; Department of Neurology (J.F., T.K.), University Hospital of Bonn; German Center for Neurodegenerative Diseases (DZNE) (J.F., T.K.), Bonn, Germany; Department of Neurology (K.B.), University of Minnesota, Minneapolis; University of California, Los Angeles (S.P.); Norman Fixel Center for Neurological Disorders (S.H.S.), College of Medicine, University of Florida, Gainesville; Department of Translational Neuroscience (D.M., B.J.), Michigan State University, Grand Rapids; Department of Neurology (H.L.P.), University of Michigan, Ann Arbor; and Center for Magnetic Resonance Research (G.Ö.), Department of Radiology, University of Minnesota, Minneapolis
| | - Gülin Öz
- From the Sorbonne Universite (S.T.d.M., E.P., P.L.-D., A.D.), Paris Brain Institute, Inserm, INRIA, CNRS, APHP, France; The Houston Methodist Research Institute (T.O., T.A.), TX; Department of Neurology (J.F., T.K.), University Hospital of Bonn; German Center for Neurodegenerative Diseases (DZNE) (J.F., T.K.), Bonn, Germany; Department of Neurology (K.B.), University of Minnesota, Minneapolis; University of California, Los Angeles (S.P.); Norman Fixel Center for Neurological Disorders (S.H.S.), College of Medicine, University of Florida, Gainesville; Department of Translational Neuroscience (D.M., B.J.), Michigan State University, Grand Rapids; Department of Neurology (H.L.P.), University of Michigan, Ann Arbor; and Center for Magnetic Resonance Research (G.Ö.), Department of Radiology, University of Minnesota, Minneapolis
| | - Thomas Klockgether
- From the Sorbonne Universite (S.T.d.M., E.P., P.L.-D., A.D.), Paris Brain Institute, Inserm, INRIA, CNRS, APHP, France; The Houston Methodist Research Institute (T.O., T.A.), TX; Department of Neurology (J.F., T.K.), University Hospital of Bonn; German Center for Neurodegenerative Diseases (DZNE) (J.F., T.K.), Bonn, Germany; Department of Neurology (K.B.), University of Minnesota, Minneapolis; University of California, Los Angeles (S.P.); Norman Fixel Center for Neurological Disorders (S.H.S.), College of Medicine, University of Florida, Gainesville; Department of Translational Neuroscience (D.M., B.J.), Michigan State University, Grand Rapids; Department of Neurology (H.L.P.), University of Michigan, Ann Arbor; and Center for Magnetic Resonance Research (G.Ö.), Department of Radiology, University of Minnesota, Minneapolis
| | - Alexandra Durr
- From the Sorbonne Universite (S.T.d.M., E.P., P.L.-D., A.D.), Paris Brain Institute, Inserm, INRIA, CNRS, APHP, France; The Houston Methodist Research Institute (T.O., T.A.), TX; Department of Neurology (J.F., T.K.), University Hospital of Bonn; German Center for Neurodegenerative Diseases (DZNE) (J.F., T.K.), Bonn, Germany; Department of Neurology (K.B.), University of Minnesota, Minneapolis; University of California, Los Angeles (S.P.); Norman Fixel Center for Neurological Disorders (S.H.S.), College of Medicine, University of Florida, Gainesville; Department of Translational Neuroscience (D.M., B.J.), Michigan State University, Grand Rapids; Department of Neurology (H.L.P.), University of Michigan, Ann Arbor; and Center for Magnetic Resonance Research (G.Ö.), Department of Radiology, University of Minnesota, Minneapolis
| | - Tetsuo Ashizawa
- From the Sorbonne Universite (S.T.d.M., E.P., P.L.-D., A.D.), Paris Brain Institute, Inserm, INRIA, CNRS, APHP, France; The Houston Methodist Research Institute (T.O., T.A.), TX; Department of Neurology (J.F., T.K.), University Hospital of Bonn; German Center for Neurodegenerative Diseases (DZNE) (J.F., T.K.), Bonn, Germany; Department of Neurology (K.B.), University of Minnesota, Minneapolis; University of California, Los Angeles (S.P.); Norman Fixel Center for Neurological Disorders (S.H.S.), College of Medicine, University of Florida, Gainesville; Department of Translational Neuroscience (D.M., B.J.), Michigan State University, Grand Rapids; Department of Neurology (H.L.P.), University of Michigan, Ann Arbor; and Center for Magnetic Resonance Research (G.Ö.), Department of Radiology, University of Minnesota, Minneapolis
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21
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Chandrasekaran J, Petit E, Park YW, Tezenas du Montcel S, Joers JM, Deelchand DK, Považan M, Banan G, Valabregue R, Ehses P, Faber J, Coupé P, Onyike CU, Barker PB, Schmahmann JD, Ratai EM, Subramony SH, Mareci TH, Bushara KO, Paulson H, Durr A, Klockgether T, Ashizawa T, Lenglet C, Öz G. Clinically Meaningful Magnetic Resonance Endpoints Sensitive to Preataxic Spinocerebellar Ataxia Types 1 and 3. Ann Neurol 2023; 93:686-701. [PMID: 36511514 PMCID: PMC10261544 DOI: 10.1002/ana.26573] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2022] [Revised: 11/18/2022] [Accepted: 12/06/2022] [Indexed: 12/15/2022]
Abstract
OBJECTIVE This study was undertaken to identify magnetic resonance (MR) metrics that are most sensitive to early changes in the brain in spinocerebellar ataxia type 1 (SCA1) and type 3 (SCA3) using an advanced multimodal MR imaging (MRI) protocol in the multisite trial setting. METHODS SCA1 or SCA3 mutation carriers and controls (n = 107) underwent MR scanning in the US-European READISCA study to obtain structural, diffusion MRI, and MR spectroscopy data using an advanced protocol at 3T. Morphometric, microstructural, and neurochemical metrics were analyzed blinded to diagnosis and compared between preataxic SCA (n = 11 SCA1, n = 28 SCA3), ataxic SCA (n = 14 SCA1, n = 37 SCA3), and control (n = 17) groups using nonparametric testing accounting for multiple comparisons. MR metrics that were most sensitive to preataxic abnormalities were identified using receiver operating characteristic (ROC) analyses. RESULTS Atrophy and microstructural damage in the brainstem and cerebellar peduncles and neurochemical abnormalities in the pons were prominent in both preataxic groups, when patients did not differ from controls clinically. MR metrics were strongly associated with ataxia symptoms, activities of daily living, and estimated ataxia duration. A neurochemical measure was the most sensitive metric to preataxic changes in SCA1 (ROC area under the curve [AUC] = 0.95), and a microstructural metric was the most sensitive metric to preataxic changes in SCA3 (AUC = 0.92). INTERPRETATION Changes in cerebellar afferent and efferent pathways underlie the earliest symptoms of both SCAs. MR metrics collected with a harmonized advanced protocol in the multisite trial setting allow detection of disease effects in individuals before ataxia onset with potential clinical trial utility for subject stratification. ANN NEUROL 2023;93:686-701.
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Affiliation(s)
- Jayashree Chandrasekaran
- Center for Magnetic Resonance Research, Department of Radiology, University of Minnesota, Minneapolis, MN 55455, USA
| | - Emilien Petit
- Sorbonne Université, Paris Brain Institute, Inserm, INRIA, CNRS, APHP, 75013 Paris, France
| | - Young-Woo Park
- Center for Magnetic Resonance Research, Department of Radiology, University of Minnesota, Minneapolis, MN 55455, USA
| | | | - James M. Joers
- Center for Magnetic Resonance Research, Department of Radiology, University of Minnesota, Minneapolis, MN 55455, USA
| | - Dinesh K. Deelchand
- Center for Magnetic Resonance Research, Department of Radiology, University of Minnesota, Minneapolis, MN 55455, USA
| | - Michal Považan
- Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
| | - Guita Banan
- Norman Fixel Center for Neurological Disorders, College of Medicine, University of Florida, Gainesville, FL 32611, USA
| | - Romain Valabregue
- Sorbonne Université, Paris Brain Institute, Inserm, INRIA, CNRS, APHP, 75013 Paris, France
| | - Philipp Ehses
- German Center for Neurodegenerative Diseases (DZNE), 53127 Bonn, Germany
| | - Jennifer Faber
- German Center for Neurodegenerative Diseases (DZNE), 53127 Bonn, Germany
- Department of Neurology, University Hospital Bonn, 53127 Bonn, Germany
| | - Pierrick Coupé
- Laboratoire Bordelais de Recherche en Informatique, Université de Bordeaux, 33405 France
| | - Chiadi U. Onyike
- Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
| | - Peter B. Barker
- Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
| | - Jeremy D. Schmahmann
- Ataxia Center, Laboratory for Neuroanatomy and Cerebellar Neurobiology, Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
| | - Eva-Maria Ratai
- Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Charlestown, MA 02114, USA
| | - S. H. Subramony
- Norman Fixel Center for Neurological Disorders, College of Medicine, University of Florida, Gainesville, FL 32611, USA
| | - Thomas H. Mareci
- Norman Fixel Center for Neurological Disorders, College of Medicine, University of Florida, Gainesville, FL 32611, USA
| | - Khalaf O. Bushara
- Department of Neurology, University of Minnesota, Minneapolis, MN 55455, USA
| | - Henry Paulson
- Department of Neurology, University of Michigan, Ann Arbor, MI 48109, USA
| | - Alexandra Durr
- Sorbonne Université, Paris Brain Institute, Inserm, INRIA, CNRS, APHP, 75013 Paris, France
| | - Thomas Klockgether
- German Center for Neurodegenerative Diseases (DZNE), 53127 Bonn, Germany
- Department of Neurology, University Hospital Bonn, 53127 Bonn, Germany
| | - Tetsuo Ashizawa
- The Houston Methodist Research Institute, Houston, TX 77030, USA
| | - Christophe Lenglet
- Center for Magnetic Resonance Research, Department of Radiology, University of Minnesota, Minneapolis, MN 55455, USA
| | - Gülin Öz
- Center for Magnetic Resonance Research, Department of Radiology, University of Minnesota, Minneapolis, MN 55455, USA
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22
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Qiu H, Wu C, Liang J, Hu M, Chen Y, Huang Z, Yang Z, Zhao J, Chu J. Structural alterations of spinocerebellar ataxias type 3: from pre-symptomatic to symptomatic stage. Eur Radiol 2023; 33:2881-2894. [PMID: 36370172 DOI: 10.1007/s00330-022-09214-3] [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] [Received: 05/14/2022] [Revised: 09/26/2022] [Accepted: 09/30/2022] [Indexed: 11/13/2022]
Abstract
OBJECTIVES To investigate and characterize the structural alterations of the brain in SCA3, and their correlations with the scale for the assessment and rating of ataxia (SARA) and normal brain ATXN3 expression. METHODS We performed multimodal analyses in 52 SCA3 (15 pre-symptomatic) and healthy controls (HCs) (n = 35) to assess the abnormalities of gray and white matter (WM) of the cerebrum, brainstem, and cerebellum via FreeSurfer, SUIT, and TBSS, and their associations with disease severity. Twenty SCA3 patients (5 pre- and 15 symptomatic) were followed for at least a year. Besides, we uncovered the normal pattern of brain ATXN3 spatial distribution. RESULTS Pre-symptomatic patients showed only WM damage, mainly in the cerebellar peduncles, compared to HCs. In the advanced stage, the WM damage followed a caudal-rostral pattern. Meanwhile, continuous nonlinear structure damage was characterized by brainstem volumetric reduction and relatively symmetric cerebellar and basal ganglia atrophy but spared the cerebral cortex, partially explained by the ATXN3 overexpression. The bilateral pallidum, brainstem, and cerebellar peduncles demonstrated a very large effect size. Besides, all these alterations were significantly correlated with SARA; the pons (r = -0.65) and superior cerebellar peduncle (r = -0.68) volume demonstrated a higher correlation than the cerebellum with SARA. The longitudinal study further uncovered progressive atrophy of pons in symptomatic SCA3. CONCLUSIONS Significant WM damage starts before the ataxia onset. The bilateral pallidum, brainstem, and cerebellar peduncles are the most vulnerable targets. The volume of pons appears to be the most promising imaging biomarker for a longitudinal study. TRIAL REGISTRATION ClinicalTrial ID: ChiCTR2100045857 ( http://www.chictr.org.cn/edit.aspx?pid=55652&htm=4 ) KEY POINTS: • Pre- SCA3 showed WM damage mainly in cerebellar peduncles. Continuous brain damage was characterized by brainstem, widespread, and relatively symmetric cerebellar and basal ganglia atrophy. • Volumetric abnormalities were most evident in the bilateral pallidum, brainstem, and cerebellar peduncles in SCA3. • The volume of pons might identify the disease progression longitudinally.
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Affiliation(s)
- Haishan Qiu
- Department of Radiology, The First Affiliated Hospital, Sun Yat-Sen University, 58th, The Second Zhongshan Road, Guangzhou, Guangdong, People's Republic of China
| | - Chao Wu
- Department of Neurology, The First Affiliated Hospital, Sun Yat-Sen University, 58th, The Second Zhongshan Road, Guangzhou, Guangdong, People's Republic of China
| | - Jiahui Liang
- Department of Radiology, Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South China; Collaborative Innovation Center for Cancer Medicine; Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangzhou, People's Republic of China
| | - Manshi Hu
- Department of Radiology, The First Affiliated Hospital, Sun Yat-Sen University, 58th, The Second Zhongshan Road, Guangzhou, Guangdong, People's Republic of China
| | - Yingqian Chen
- Department of Radiology, The First Affiliated Hospital, Sun Yat-Sen University, 58th, The Second Zhongshan Road, Guangzhou, Guangdong, People's Republic of China
| | - Zihuan Huang
- Department of Radiology, The First Affiliated Hospital, Sun Yat-Sen University, 58th, The Second Zhongshan Road, Guangzhou, Guangdong, People's Republic of China
| | - Zhiyun Yang
- Department of Radiology, The First Affiliated Hospital, Sun Yat-Sen University, 58th, The Second Zhongshan Road, Guangzhou, Guangdong, People's Republic of China
| | - Jing Zhao
- Department of Radiology, The First Affiliated Hospital, Sun Yat-Sen University, 58th, The Second Zhongshan Road, Guangzhou, Guangdong, People's Republic of China.
| | - Jianping Chu
- Department of Radiology, The First Affiliated Hospital, Sun Yat-Sen University, 58th, The Second Zhongshan Road, Guangzhou, Guangdong, People's Republic of China.
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23
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Schuster KH, DiFranco DM, Putka AF, Mato JP, Jarrah SI, Stec NR, Sundararajan VO, McLoughlin HS. Disease-associated oligodendrocyte signatures are spatiotemporally dysregulated in spinocerebellar ataxia type 3. Front Neurosci 2023; 17:1118429. [PMID: 36875652 PMCID: PMC9975394 DOI: 10.3389/fnins.2023.1118429] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2022] [Accepted: 01/26/2023] [Indexed: 02/17/2023] Open
Abstract
Spinocerebellar ataxia type 3 (SCA3) is a neurodegenerative disease caused by a CAG repeat expansion in the ATXN3 gene. Though the ATXN3 protein is expressed ubiquitously throughout the CNS, regional pathology in SCA3 patients is observed within select neuronal populations and more recently within oligodendrocyte-rich white matter tracts. We have previously recapitulated these white matter abnormalities in an overexpression mouse model of SCA3 and demonstrated that oligodendrocyte maturation impairments are one of the earliest and most progressive changes in SCA3 pathogenesis. Disease-associated oligodendrocyte signatures have recently emerged as significant contributors to several other neurodegenerative diseases, including Alzheimer's disease, Huntington's disease, and Parkinson's disease, but their role in regional vulnerability and disease progression remains unexplored. Here, we are the first to comparatively assess myelination in human tissue in a region-dependent manner. Translating these findings to SCA3 mouse models of disease, we confirmed endogenous expression of mutant Atxn3 leads to regional transcriptional dysregulation of oligodendrocyte maturation markers in Knock-In models of SCA3. We then investigated the spatiotemporal progression of mature oligodendrocyte transcriptional dysregulation in an overexpression SCA3 mouse model and how it relates to the onset of motor impairment. We further determined that regional reduction in mature oligodendrocyte cell counts in SCA3 mice over time parallels the onset and progression of brain atrophy in SCA3 patients. This work emphasizes the prospective contributions of disease-associated oligodendrocyte signatures to regional vulnerability and could inform timepoints and target regions imperative for biomarker assessment and therapeutic intervention in several neurodegenerative diseases.
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Affiliation(s)
- Kristen H Schuster
- Department of Neurology, University of Michigan, Ann Arbor, MI, United States
| | - Danielle M DiFranco
- Department of Neurology, University of Michigan, Ann Arbor, MI, United States
| | - Alexandra F Putka
- Department of Neurology, University of Michigan, Ann Arbor, MI, United States.,Neuroscience Graduate Program, University of Michigan, Ann Arbor, MI, United States
| | - Juan P Mato
- Department of Neurology, University of Michigan, Ann Arbor, MI, United States.,Neuroscience Graduate Program, University of Michigan, Ann Arbor, MI, United States
| | - Sabrina I Jarrah
- Department of Neurology, University of Michigan, Ann Arbor, MI, United States
| | - Nicholas R Stec
- Department of Neurology, University of Michigan, Ann Arbor, MI, United States
| | | | - Hayley S McLoughlin
- Department of Neurology, University of Michigan, Ann Arbor, MI, United States
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24
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Biswas DD, El Haddad L, Sethi R, Huston ML, Lai E, Abdelbarr MM, Mhandire DZ, ElMallah MK. Neuro-respiratory pathology in spinocerebellar ataxia. J Neurol Sci 2022; 443:120493. [PMID: 36410186 PMCID: PMC9808489 DOI: 10.1016/j.jns.2022.120493] [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: 08/21/2022] [Revised: 10/22/2022] [Accepted: 11/09/2022] [Indexed: 11/15/2022]
Abstract
The spinocerebellar ataxias (SCA) are a heterogeneous group of neurodegenerative disorders with an autosomal dominant inheritance. Symptoms include poor coordination and balance, peripheral neuropathy, impaired vision, incontinence, respiratory insufficiency, dysphagia, and dysarthria. Although many patients with SCA have respiratory-related complications, the exact mechanism and extent of this pathology remain unclear. This review aims to provide an update on the recent clinical and preclinical scientific findings on neuropathology causing respiratory insufficiency in SCA.
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Affiliation(s)
- Debolina D Biswas
- Division of Pulmonary and Sleep Medicine, Department of Pediatrics, Duke University Medical Center, Box 2644, Durham, NC 27710, USA
| | - Léa El Haddad
- Division of Pulmonary and Sleep Medicine, Department of Pediatrics, Duke University Medical Center, Box 2644, Durham, NC 27710, USA
| | - Ronit Sethi
- Division of Pulmonary and Sleep Medicine, Department of Pediatrics, Duke University Medical Center, Box 2644, Durham, NC 27710, USA
| | - Meredith L Huston
- Division of Pulmonary and Sleep Medicine, Department of Pediatrics, Duke University Medical Center, Box 2644, Durham, NC 27710, USA
| | - Elias Lai
- Division of Pulmonary and Sleep Medicine, Department of Pediatrics, Duke University Medical Center, Box 2644, Durham, NC 27710, USA
| | - Mariam M Abdelbarr
- Division of Pulmonary and Sleep Medicine, Department of Pediatrics, Duke University Medical Center, Box 2644, Durham, NC 27710, USA
| | - Doreen Z Mhandire
- Division of Pulmonary and Sleep Medicine, Department of Pediatrics, Duke University Medical Center, Box 2644, Durham, NC 27710, USA
| | - Mai K ElMallah
- Division of Pulmonary and Sleep Medicine, Department of Pediatrics, Duke University Medical Center, Box 2644, Durham, NC 27710, USA.
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25
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Chen X, Huang Z, Lin W, Li M, Ye Z, Qiu Y, Xia X, Chen N, Hu J, Gan S, Chen Q. Altered brain white matter structural motor network in spinocerebellar ataxia type 3. Ann Clin Transl Neurol 2022; 10:225-236. [PMID: 36479904 PMCID: PMC9930426 DOI: 10.1002/acn3.51713] [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: 08/09/2022] [Revised: 11/07/2022] [Accepted: 11/21/2022] [Indexed: 12/14/2022] Open
Abstract
OBJECTIVES Spinocerebellar ataxia type 3 is a disorder within the brain network. However, the relationship between the brain network and disease severity is still unclear. This study aims to investigate changes in the white matter (WM) structural motor network, both in preclinical and ataxic stages, and its relationship with disease severity. METHODS For this study, 20 ataxic, 20 preclinical SCA3 patients, and 20 healthy controls were recruited and received MRI scans. Disease severity was quantified using the SARA and ICARS scores. The WM motor structural network was created using probabilistic fiber tracking and was analyzed using graph theory and network-based statistics at global, nodal, and edge levels. In addition, the correlations between network topological measures and disease duration or clinical scores were analyzed. RESULTS Preclinical patients showed increasing assortativity of the motor network, altered subnetwork including 12 edges of 11 nodes, and 5 brain regions presenting reduced nodal strength. In ataxic patients assortativity of the motor network also increased, but global efficiency, global strength, and transitivity decreased. Ataxic patients showed a wider altered subnetwork and a higher number of reduced nodal strengths. A negative correlation between the transitivity of the motor network and SARA and ICARS scores was observed in ataxic patients. INTERPRETATION Changes to the WM motor network in SCA3 start before ataxia onset, and WM motor network involvement increases with disease progression. Global network topological measures of the WM motor network appear to be a promising image biomarker for disease severity. This study provides new insights into the pathophysiology of disease in SCA3/MJD.
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Affiliation(s)
- Xin‐Yuan Chen
- Department of Rehabilitation MedicineThe First Affiliated Hospital of Fujian Medical UniversityFuzhouChina
| | - Zi‐Qiang Huang
- Department of RadiologyThe First Affiliated Hospital of Fujian Medical UniversityFuzhouChina
| | - Wei Lin
- Department of NeurologyThe First Affiliated Hospital of Fujian Medical UniversityFuzhouChina
| | - Meng‐Cheng Li
- Department of RadiologyThe First Affiliated Hospital of Fujian Medical UniversityFuzhouChina
| | - Zhi‐Xian Ye
- Department of NeurologyThe First Affiliated Hospital of Fujian Medical UniversityFuzhouChina
| | - Yu‐Sen Qiu
- Department of NeurologyThe First Affiliated Hospital of Fujian Medical UniversityFuzhouChina
| | - Xiao‐Yue Xia
- Department of RadiologyThe First Affiliated Hospital of Fujian Medical UniversityFuzhouChina
| | - Na‐Ping Chen
- Department of RadiologyThe First Affiliated Hospital of Fujian Medical UniversityFuzhouChina
| | - Jian‐Ping Hu
- Department of RadiologyThe First Affiliated Hospital of Fujian Medical UniversityFuzhouChina
| | - Shi‐Rui Gan
- Department of NeurologyThe First Affiliated Hospital of Fujian Medical UniversityFuzhouChina
| | - Qun‐Lin Chen
- Department of RadiologyThe First Affiliated Hospital of Fujian Medical UniversityFuzhouChina
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26
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Faber J, Kügler D, Bahrami E, Heinz LS, Timmann D, Ernst TM, Deike-Hofmann K, Klockgether T, van de Warrenburg B, van Gaalen J, Reetz K, Romanzetti S, Oz G, Joers JM, Diedrichsen J, Reuter M, Garcia-Moreno H, Jacobi H, Jende J, de Vries J, Povazan M, Barker PB, Steiner KM, Krahe J. CerebNet: A fast and reliable deep-learning pipeline for detailed cerebellum sub-segmentation. Neuroimage 2022; 264:119703. [PMID: 36349595 PMCID: PMC9771831 DOI: 10.1016/j.neuroimage.2022.119703] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2022] [Accepted: 10/18/2022] [Indexed: 11/07/2022] Open
Abstract
Quantifying the volume of the cerebellum and its lobes is of profound interest in various neurodegenerative and acquired diseases. Especially for the most common spinocerebellar ataxias (SCA), for which the first antisense oligonculeotide-base gene silencing trial has recently started, there is an urgent need for quantitative, sensitive imaging markers at pre-symptomatic stages for stratification and treatment assessment. This work introduces CerebNet, a fully automated, extensively validated, deep learning method for the lobular segmentation of the cerebellum, including the separation of gray and white matter. For training, validation, and testing, T1-weighted images from 30 participants were manually annotated into cerebellar lobules and vermal sub-segments, as well as cerebellar white matter. CerebNet combines FastSurferCNN, a UNet-based 2.5D segmentation network, with extensive data augmentation, e.g. realistic non-linear deformations to increase the anatomical variety, eliminating additional preprocessing steps, such as spatial normalization or bias field correction. CerebNet demonstrates a high accuracy (on average 0.87 Dice and 1.742mm Robust Hausdorff Distance across all structures) outperforming state-of-the-art approaches. Furthermore, it shows high test-retest reliability (average ICC >0.97 on OASIS and Kirby) as well as high sensitivity to disease effects, including the pre-ataxic stage of spinocerebellar ataxia type 3 (SCA3). CerebNet is compatible with FreeSurfer and FastSurfer and can analyze a 3D volume within seconds on a consumer GPU in an end-to-end fashion, thus providing an efficient and validated solution for assessing cerebellum sub-structure volumes. We make CerebNet available as source-code (https://github.com/Deep-MI/FastSurfer).
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Affiliation(s)
- Jennifer Faber
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany,Department of Neurology, University Hospital Bonn, Germany
| | - David Kügler
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
| | - Emad Bahrami
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany,Computer Science Department, University Bonn, Bonn, Germany
| | - Lea-Sophie Heinz
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
| | - Dagmar Timmann
- Department of Neurology, Center for Translational Neuro, and Behavioral Sciences (C-TNBS), University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - Thomas M. Ernst
- Department of Neurology, Center for Translational Neuro, and Behavioral Sciences (C-TNBS), University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | | | - Thomas Klockgether
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany,Department of Neurology, University Hospital Bonn, Germany
| | - Bart van de Warrenburg
- Department of Neurology, Donders Institute for Brain, Cognition, and Behaviour, Radboud university medical center, Nijmegen, The Netherlands
| | - Judith van Gaalen
- Department of Neurology, Donders Institute for Brain, Cognition, and Behaviour, Radboud university medical center, Nijmegen, The Netherlands
| | - Kathrin Reetz
- Department of Neurology, RWTH Aachen University, Germany,JARA-Brain Institute Molecular Neuroscience and Neuroimaging, Forschungszentrum Jülich, Germany
| | | | - Gulin Oz
- Center for Magnetic Resonance Research, Department of Radiology, University of Minnesota, Minneapolis, MN, USA
| | - James M. Joers
- Center for Magnetic Resonance Research, Department of Radiology, University of Minnesota, Minneapolis, MN, USA
| | - Jorn Diedrichsen
- Departments of Computer Science and Statistical and Actuarial Sciences, Western University, London, ON, Canada
| | - ESMI MRI Study GroupGiuntiPaola1Garcia-MorenoHector1JacobiHeike3JendeJohann4de VriesJeroen5PovazanMichal6BarkerPeter B.6SteinerKatherina Marie8KraheJanna9Ataxia Centre, Department of Clinical and Movement Neurosciences, UCL Queen Square Institute of Neurology & National Hospital for Neurology and Neurosurgery, University College London Hospitals NHS Foundation Trust, London, UKDepartment of Neurology, University Hospital of Heidelberg, Heidelberg, GermanyDepartment of Neuroradiology, Heidelberg University Hospital, Heidelberg, GermanyDepartment of Neurology, Expertise Center Movement Disorders Groningen, University Medical Center Groningen, University of Groningen, The NetherlandsJohns Hopkins University School of Medicine, Baltimore, MD, U.S.Department of Neurology, Center for Translational Neuro, and Behavioral Sciences (C-TNBS), University Hospital Essen, University of Duisburg-Essen, Essen, GermanyDepartment of Neurology, RWTH Aachen University, Germany
| | - Martin Reuter
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany,A.A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Boston, MA, USA,Department of Radiology, Harvard Medical School, Boston, MA, USA,Corresponding author.
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Ilg W, Müller B, Faber J, van Gaalen J, Hengel H, Vogt IR, Hennes G, van de Warrenburg B, Klockgether T, Schöls L, Synofzik M. Digital Gait Biomarkers Allow to Capture 1-Year Longitudinal Change in Spinocerebellar Ataxia Type 3. Mov Disord 2022; 37:2295-2301. [PMID: 36043376 DOI: 10.1002/mds.29206] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2022] [Revised: 07/15/2022] [Accepted: 08/10/2022] [Indexed: 12/19/2022] Open
Abstract
Measures of step variability and body sway during gait have shown to correlate with clinical ataxia severity in several cross-sectional studies. However, to serve as a valid progression biomarker, these gait measures have to prove their sensitivity to robustly capture longitudinal change, ideally within short time frames (eg, 1 year). We present the first multicenter longitudinal gait analysis study in spinocerebellar ataxias. We performed a combined cross-sectional (n = 28) and longitudinal (1-year interval, n = 17) analysis in Spinocerebellar Ataxia type 3 subjects (including seven preataxic mutation carriers). Longitudinal analysis showed significant change in gait measures between baseline and 1-year follow-up, with high effect sizes (stride length variability: P = 0.01, effect size rprb = 0.66; lateral sway: P = 0.007, rprb = 0.73). Sample size estimation for lateral sway indicates a required cohort size of n = 43 for detecting a 50% reduction of natural progression, compared with n = 240 for the clinical ataxia score Scale for the Assessment and Rating of Ataxia (SARA). These measures thus present promising motor biomarkers for upcoming interventional studies. © 2022 The Authors. Movement Disorders published by Wiley Periodicals LLC on behalf of International Parkinson and Movement Disorder Society.
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Affiliation(s)
- Winfried Ilg
- Section Computational Sensomotorics, Hertie Institute for Clinical Brain Research, Tübingen, Germany.,German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany
| | - Björn Müller
- Section Computational Sensomotorics, Hertie Institute for Clinical Brain Research, Tübingen, Germany
| | - Jennifer Faber
- Department of Neurology, University Hospital Bonn, Bonn, Germany.,German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
| | - Judith van Gaalen
- Department of Neurology, Donders Institute for Brain, Cognition, and Behaviour, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Holger Hengel
- German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany.,Department of Neurodegeneration, Hertie Institute for Clinical Brain Research and Centre of Neurology, Tübingen, Germany
| | - Ina R Vogt
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
| | - Guido Hennes
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
| | - Bart van de Warrenburg
- Department of Neurology, Donders Institute for Brain, Cognition, and Behaviour, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Thomas Klockgether
- Department of Neurology, University Hospital Bonn, Bonn, Germany.,German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
| | - Ludger Schöls
- German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany.,Department of Neurodegeneration, Hertie Institute for Clinical Brain Research and Centre of Neurology, Tübingen, Germany
| | - Matthis Synofzik
- German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany.,Department of Neurodegeneration, Hertie Institute for Clinical Brain Research and Centre of Neurology, Tübingen, Germany
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28
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Maas RPPWM, Teerenstra S, Lima M, Pires P, Pereira de Almeida L, van Gaalen J, Timmann D, Infante J, Onyike C, Bushara K, Jacobi H, Reetz K, Santana MM, Afonso Ribeiro J, Hübener-Schmid J, de Vries JJ, Synofzik M, Schöls L, Garcia-Moreno H, Giunti P, Faber J, Klockgether T, van de Warrenburg BPC. Differential Temporal Dynamics of Axial and Appendicular Ataxia in SCA3. Mov Disord 2022; 37:1850-1860. [PMID: 35808813 PMCID: PMC9540189 DOI: 10.1002/mds.29135] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2022] [Revised: 05/20/2022] [Accepted: 06/06/2022] [Indexed: 01/02/2023] Open
Abstract
Background Disease severity in spinocerebellar ataxia type 3 (SCA3) is commonly defined by the Scale for the Assessment and Rating of Ataxia (SARA) sum score, but little is known about the contributions and progression patterns of individual items. Objectives To investigate the temporal dynamics of SARA item scores in SCA3 patients and evaluate if clinical and demographic factors are differentially associated with evolution of axial and appendicular ataxia. Methods In a prospective, multinational cohort study involving 11 European and 2 US sites, SARA scores were determined longitudinally in 223 SCA3 patients with a follow‐up assessment after 1 year. Results An increase in SARA score from 10 to 20 points was mainly driven by axial and speech items, with a markedly smaller contribution of appendicular items. Finger chase and nose‐finger test scores not only showed the lowest variability at baseline, but also the least deterioration at follow‐up. Compared with the full set of SARA items, omission of both tests would result in lower sample size requirements for therapeutic trials. Sex was associated with change in SARA sum score and appendicular, but not axial, subscore, with a significantly faster progression in men. Despite considerable interindividual variability, the average annual progression rate of SARA score was approximately three times higher in subjects with a disease duration over 10 years than in those within 10 years from onset. Conclusion Our findings provide evidence for a difference in temporal dynamics between axial and appendicular ataxia in SCA3 patients, which will help inform the design of clinical trials and development of new (etiology‐specific) outcome measures. © 2022 The Authors. Movement Disorders published by Wiley Periodicals LLC on behalf of International Parkinson and Movement Disorder Society.
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Affiliation(s)
- Roderick P P W M Maas
- Department of Neurology, Donders Institute for Brain, Cognition, and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Steven Teerenstra
- Department for Health Evidence, Biostatistics Section, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Manuela Lima
- Faculdade de Ciências e Tecnologia, Universidade dos Açores, Azores, Portugal.,Instituto de Biologia Molecular e Celular (IBMC), Instituto de Investigação e Inovação em Saúde (i3S), Universidade do Porto, Porto, Portugal
| | - Paula Pires
- Department of Neurology, Hospital Santo Espírito da ilha Terceira, Azores, Portugal
| | - Luís Pereira de Almeida
- Center for Neuroscience and Cell Biology (CNC), University of Coimbra, Coimbra, Portugal.,Center for Innovation in Biomedicine and Biotechnology (CIBB), University of Coimbra, Coimbra, Portugal.,Faculty of Pharmacy, University of Coimbra, Coimbra, Portugal
| | - Judith van Gaalen
- Department of Neurology, Donders Institute for Brain, Cognition, and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Dagmar Timmann
- Department of Neurology and Center for Translational Neuro- and Behavioral Sciences (C-TNBS), Essen University Hospital, University of Duisburg-Essen, Essen, Germany
| | - Jon Infante
- Neurology Service, Centro de Investigación Biomédica en Red de Enfermedades Neurodegenerativas (CINERNED), University Hospital Marques de Valdecilla-IDIVAL, University of Cantabria-UC, Santander, Spain
| | - Chiadi Onyike
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Khalaf Bushara
- Ataxia Center, Department of Neurology, University of Minnesota, Minneapolis, Minnesota, USA
| | - Heike Jacobi
- Department of Neurology, University Hospital Heidelberg, Heidelberg, Germany
| | - Kathrin Reetz
- Department of Neurology, RWTH Aachen University, Aachen, Germany.,JARA-BRAIN Institute Molecular Neuroscience and Neuroimaging, Forschungszentrum Jülich GmbH and RWTH Aachen University, Aachen, Germany
| | - Magda M Santana
- Center for Neuroscience and Cell Biology (CNC), University of Coimbra, Coimbra, Portugal.,Center for Innovation in Biomedicine and Biotechnology (CIBB), University of Coimbra, Coimbra, Portugal
| | - Joana Afonso Ribeiro
- Department of Neurology, Child Development Centre, Coimbra's Hospital and University Centre, Coimbra, Portugal
| | | | - Jeroen J de Vries
- Department of Neurology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands.,Expertise Center Movement Disorders Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Matthis Synofzik
- Department of Neurodegenerative Diseases, Center for Neurology and Hertie Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany.,German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany
| | - Ludger Schöls
- Department of Neurodegenerative Diseases, Center for Neurology and Hertie Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany.,German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany
| | - Hector Garcia-Moreno
- Ataxia Centre, Department of Clinical and Movement Neurosciences, UCL Queen Square Institute of Neurology, University College London, London, United Kingdom.,Department of Neurogenetics, National Hospital for Neurology and Neurosurgery, University College London Hospital NHS Foundation Trust, London, United Kingdom
| | - Paola Giunti
- Ataxia Centre, Department of Clinical and Movement Neurosciences, UCL Queen Square Institute of Neurology, University College London, London, United Kingdom.,Department of Neurogenetics, National Hospital for Neurology and Neurosurgery, University College London Hospital NHS Foundation Trust, London, United Kingdom
| | - Jennifer Faber
- Department of Neurology, University Hospital Bonn, Bonn, Germany.,German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
| | - Thomas Klockgether
- Department of Neurology, University Hospital Bonn, Bonn, Germany.,German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
| | - Bart P C van de Warrenburg
- Department of Neurology, Donders Institute for Brain, Cognition, and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands
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29
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Sobana SA, Huda F, Hermawan R, Sribudiani Y, Koan TS, Dian S, Ong PA, Dahlan NL, Utami N, Pusparini I, Gamayani U, Mohamed Ibrahim N, Achmad TH. Brain MRI Volumetry Analysis in an Indonesian Family of SCA 3 Patients: A Case-Based Study. Front Neurol 2022; 13:912592. [PMID: 35847233 PMCID: PMC9277061 DOI: 10.3389/fneur.2022.912592] [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: 04/04/2022] [Accepted: 06/01/2022] [Indexed: 11/22/2022] Open
Abstract
Introduction Spinocerebellar ataxia type-3 (SCA3) is an adult-onset autosomal dominant neurodegenerative disease. It is caused by expanding of CAG repeat in ATXN3 gene that later on would affect brain structures. This brain changes could be evaluated using brain MRI volumetric. However, findings across published brain volumetric studies have been inconsistent. Here, we report MRI brain volumetric analysis in a family of SCA 3 patients, which included pre-symptomatic and symptomatic patients. Methodology The study included affected and unaffected members from a large six-generation family of SCA 3, genetically confirmed using PolyQ/CAG repeat expansion analysis, Sanger sequencing, and PCR. Clinical evaluation was performed using Scale for the Assessment and Rating of Ataxia (SARA). Subjects' brains were scanned using 3.0-T MRI with a 3D T1 BRAVO sequence. Evaluations were performed by 2 independent neuroradiologists. An automated volumetric analysis was performed using FreeSurfer and CERES (for the cerebellum). Result We evaluated 7 subjects from this SCA3 family, including 3 subjects with SCA3 and 4 unaffected subjects. The volumetric evaluation revealed smaller brain volumes (p < 0.05) in the corpus callosum, cerebellar volume of lobules I-II, lobule IV, lobule VIIB and lobule IX; and in cerebellar gray matter volume of lobule IV, and VIIIA; in the pathologic/expanded CAG repeat group (SCA3). Conclusion Brain MRI volumetry of SCA3 subjects showed smaller brain volumes in multiple brain regions including the corpus callosum and gray matter volumes of several cerebellar lobules.
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Affiliation(s)
- Siti Aminah Sobana
- Department of Neurology, Faculty of Medicine, Dr. Hasan Sadikin Central General Hospital/Universitas Padjadjaran, Bandung, Indonesia
- Research Center of Medical Genetics, Faculty of Medicine, Universitas Padjadjaran, Bandung, Indonesia
- Doctoral Study Program, Faculty of Medicine, Universitas Padjadjaran, Bandung, Indonesia
- Siti Aminah Sobana
| | - Fathul Huda
- Department of Neurology, Faculty of Medicine, Dr. Hasan Sadikin Central General Hospital/Universitas Padjadjaran, Bandung, Indonesia
- Research Center of Medical Genetics, Faculty of Medicine, Universitas Padjadjaran, Bandung, Indonesia
- Department of Biomedical Sciences, Faculty of Medicine, Universitas Padjadjaran, Bandung, Indonesia
- *Correspondence: Fathul Huda
| | - Robby Hermawan
- Department of Radiology, Saint Borromeus Hospital, Bandung, Indonesia
| | - Yunia Sribudiani
- Research Center of Medical Genetics, Faculty of Medicine, Universitas Padjadjaran, Bandung, Indonesia
- Department of Biomedical Sciences, Faculty of Medicine, Universitas Padjadjaran, Bandung, Indonesia
| | - Tan Siauw Koan
- Department of Radiology, Saint Borromeus Hospital, Bandung, Indonesia
| | - Sofiati Dian
- Department of Neurology, Faculty of Medicine, Dr. Hasan Sadikin Central General Hospital/Universitas Padjadjaran, Bandung, Indonesia
| | - Paulus Anam Ong
- Department of Neurology, Faculty of Medicine, Dr. Hasan Sadikin Central General Hospital/Universitas Padjadjaran, Bandung, Indonesia
| | - Nushrotul Lailiyya Dahlan
- Department of Neurology, Faculty of Medicine, Dr. Hasan Sadikin Central General Hospital/Universitas Padjadjaran, Bandung, Indonesia
| | - Nastiti Utami
- Department of Neurology, Faculty of Medicine, Dr. Hasan Sadikin Central General Hospital/Universitas Padjadjaran, Bandung, Indonesia
| | - Iin Pusparini
- Department of Neurology, Faculty of Medicine, Dr. Hasan Sadikin Central General Hospital/Universitas Padjadjaran, Bandung, Indonesia
| | - Uni Gamayani
- Department of Neurology, Faculty of Medicine, Dr. Hasan Sadikin Central General Hospital/Universitas Padjadjaran, Bandung, Indonesia
| | - Norlinah Mohamed Ibrahim
- Department of Medicine, Faculty of Medicine, Universiti Kebangsaan Malaysia Medical Center, Kuala Lumpur, Malaysia
| | - Tri Hanggono Achmad
- Research Center of Medical Genetics, Faculty of Medicine, Universitas Padjadjaran, Bandung, Indonesia
- Department of Biomedical Sciences, Faculty of Medicine, Universitas Padjadjaran, Bandung, Indonesia
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van der Horn HJ, Meles SK, Kok JG, Vergara VM, Qi S, Calhoun VD, Dalenberg JR, Siero JCW, Renken RJ, de Vries JJ, Spikman JM, Kremer HPH, De Jong BM. A resting-state fMRI pattern of spinocerebellar ataxia type 3 and comparison with 18F-FDG PET. Neuroimage Clin 2022; 34:103023. [PMID: 35489193 PMCID: PMC9062756 DOI: 10.1016/j.nicl.2022.103023] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2022] [Revised: 03/25/2022] [Accepted: 04/24/2022] [Indexed: 11/17/2022]
Abstract
This is the first study identifying a resting-state fMRI pattern in SCA3. This pattern was closely associated with a metabolic (18F-FDG PET) counterpart. Pattern subject scores were highly correlated with ataxia severity.
Spinocerebellar ataxia type 3 (SCA3) is a rare genetic neurodegenerative disease. The neurobiological basis of SCA3 is still poorly understood, and up until now resting-state fMRI (rs-fMRI) has not been used to study this disease. In the current study we investigated (multi-echo) rs-fMRI data from patients with genetically confirmed SCA3 (n = 17) and matched healthy subjects (n = 16). Using independent component analysis (ICA) and subsequent regression with bootstrap resampling, we identified a pattern of differences between patients and healthy subjects, which we coined the fMRI SCA3 related pattern (fSCA3-RP) comprising cerebellum, anterior striatum and various cortical regions. Individual fSCA3-RP scores were highly correlated with a previously published 18F-FDG PET pattern found in the same sample (rho = 0.78, P = 0.0003). Also, a high correlation was found with the Scale for Assessment and Rating of Ataxia scores (r = 0.63, P = 0.007). No correlations were found with neuropsychological test scores, nor with levels of grey matter atrophy. Compared with the 18F-FDG PET pattern, the fSCA3-RP included a more extensive contribution of the mediofrontal cortex, putatively representing changes in default network activity. This rs-fMRI identification of additional regions is proposed to reflect a consequence of the nature of the BOLD technique, enabling measurement of dynamic network activity, compared to the more static 18F-FDG PET methodology. Altogether, our findings shed new light on the neural substrate of SCA3, and encourage further validation of the fSCA3-RP to assess its potential contribution as imaging biomarker for future research and clinical use.
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Affiliation(s)
- Harm J van der Horn
- Department of Neurology, University Medical Center Groningen, University of Groningen, the Netherlands.
| | - Sanne K Meles
- Department of Neurology, University Medical Center Groningen, University of Groningen, the Netherlands
| | - Jelmer G Kok
- Department of Neurology, University Medical Center Groningen, University of Groningen, the Netherlands
| | - Victor M Vergara
- Tri-institutional Center for Translational Research (TReNDS), Georgia State, Georgia Tech, Emory, Atlanta, GA, USA
| | - Shile Qi
- Tri-institutional Center for Translational Research (TReNDS), Georgia State, Georgia Tech, Emory, Atlanta, GA, USA
| | - Vince D Calhoun
- Tri-institutional Center for Translational Research (TReNDS), Georgia State, Georgia Tech, Emory, Atlanta, GA, USA
| | - Jelle R Dalenberg
- Department of Neurology, University Medical Center Groningen, University of Groningen, the Netherlands
| | - Jeroen C W Siero
- Department of Radiology, Utrecht Center for Image Sciences, University Medical Center Utrecht, Utrecht, the Netherlands; Spinoza Centre for Neuroimaging Amsterdam, Amsterdam, the Netherlands
| | - Remco J Renken
- Department of Neuroscience, University Medical Center Groningen, University of Groningen, the Netherlands
| | - Jeroen J de Vries
- Department of Neurology, University Medical Center Groningen, University of Groningen, the Netherlands
| | - Jacoba M Spikman
- Department of Neuropsychology, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - Hubertus P H Kremer
- Department of Neurology, University Medical Center Groningen, University of Groningen, the Netherlands
| | - Bauke M De Jong
- Department of Neurology, University Medical Center Groningen, University of Groningen, the Netherlands
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31
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Klockgether T, Ashizawa T, Brais B, Chuang R, Durr A, Fogel B, Greenfield J, Hagen S, Jardim LB, Jiang H, Onodera O, Pedroso JL, Soong BW, Szmulewicz D, Graessner H, Synofzik M. Paving the Way Toward Meaningful Trials in Ataxias: An Ataxia Global Initiative Perspective. Mov Disord 2022; 37:1125-1130. [PMID: 35475582 DOI: 10.1002/mds.29032] [Citation(s) in RCA: 21] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2022] [Accepted: 03/31/2022] [Indexed: 01/22/2023] Open
Affiliation(s)
- Thomas Klockgether
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.,Department of Neurology, University Hospital Bonn, Bonn, Germany
| | - Tetsuo Ashizawa
- Houston Methodist Research Institute and Weil Cornell Medical College at Houston Methodist, Houston, Texas, USA
| | | | | | - Alexandra Durr
- Sorbonne Université, Paris Brain Institute, Paris Brain Institute - ICM, INSERM, CNRS, APHP, University Hospital de la Pitié-Salpêtrière Paris, Paris, France
| | - Brent Fogel
- Departments of Neurology and Human Genetics, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, California, USA
| | | | - Sue Hagen
- National Ataxia Foundation, Minneapolis, Minnesota, USA
| | - Laura Bannach Jardim
- Hospital de Clinicas de Porto Alegre, Porto Alegre, Brazil.,Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
| | - Hong Jiang
- Xiangya Hospital, Central South University, Changsha, China
| | - Osamu Onodera
- Brain Research Institute, Niigata University, Niigata, Japan
| | - José Luiz Pedroso
- Ataxia Unit, Department of Neurology, Universidade Federal de São Paulo, São Paulo, Brazil
| | - Bin-Weng Soong
- National Yang-Ming Chiao Tung University, Taipei, Taiwan.,Taipei Neurologic Institute, Taipei Medical University, Taipei, Taiwan
| | | | - Holm Graessner
- Institute of Medical Genetics and Applied Genomics, University of Tübingen, Tübingen, Germany.,Center for Rare Diseases, University Hospital Tübingen, Tübingen, Germany
| | - Matthis Synofzik
- Division Translational Genomics of Neurodegenerative Diseases, Center for Neurology and Hertie-Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany.,German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany
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Madhav H, Jameel E, Rehan M, Hoda N. Recent advancements in chromone as a privileged scaffold towards the development of small molecules for neurodegenerative therapeutics. RSC Med Chem 2022; 13:258-279. [PMID: 35434628 PMCID: PMC8942243 DOI: 10.1039/d1md00394a] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2021] [Accepted: 01/27/2022] [Indexed: 02/02/2023] Open
Abstract
Neurodegenerative disorders, i.e., Alzheimer's or Parkinson's disease, involve progressive degeneration of the central nervous system, resulting in memory loss and cognitive impairment. The intensification of neurodegenerative research in recent years put some molecules into clinical trials, but still there is an urgent need to develop effective therapeutic molecules to combat these diseases. Chromone is a well-identified privileged structure for the design of well-diversified therapeutic molecules of potential pharmacological interest, particularly in the field of neurodegeneration. In this short review, we focused on the recent advancements and developments of chromones for neurodegenerative therapeutics. Different small molecules were reviewed as multi-target-directed ligands (MTDLs) with potential inhibition of AChE, BuChE, MAO-A, MAO-B, Aβ plaque formation and aggregation. Recently developed MTDLs emphasized that the chromone scaffold has the potential to develop new molecules for the treatment of neurodegenerative diseases.
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Affiliation(s)
- Hari Madhav
- Drug Design and Synthesis Laboratory, Department of Chemistry, Jamia Millia IslamiaNew Delhi110025India
| | - Ehtesham Jameel
- College of Pharmaceutical Sciences, Zhejiang UniversityHangzhouPR China
| | - Mohammad Rehan
- Max-Planck-Institute für Molekulare Physiologie, Abteilung Chemische BiologieOtto-Hahn-Straße 1144227 DortmundGermany
| | - Nasimul Hoda
- Drug Design and Synthesis Laboratory, Department of Chemistry, Jamia Millia IslamiaNew Delhi110025India
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McIntosh CS, Li D, Wilton SD, Aung-Htut MT. Polyglutamine Ataxias: Our Current Molecular Understanding and What the Future Holds for Antisense Therapies. Biomedicines 2021; 9:1499. [PMID: 34829728 PMCID: PMC8615177 DOI: 10.3390/biomedicines9111499] [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: 09/17/2021] [Revised: 10/13/2021] [Accepted: 10/14/2021] [Indexed: 02/07/2023] Open
Abstract
Polyglutamine (polyQ) ataxias are a heterogenous group of neurological disorders all caused by an expanded CAG trinucleotide repeat located in the coding region of each unique causative gene. To date, polyQ ataxias encompass six disorders: spinocerebellar ataxia types 1, 2, 3, 6, 7, and 17 and account for a larger group of disorders simply known as polyglutamine disorders, which also includes Huntington's disease. These diseases are typically characterised by progressive ataxia, speech and swallowing difficulties, lack of coordination and gait, and are unfortunately fatal in nature, with the exception of SCA6. All the polyQ spinocerebellar ataxias have a hallmark feature of neuronal aggregations and share many common pathogenic mechanisms, such as mitochondrial dysfunction, impaired proteasomal function, and autophagy impairment. Currently, therapeutic options are limited, with no available treatments that slow or halt disease progression. Here, we discuss the common molecular and clinical presentations of polyQ spinocerebellar ataxias. We will also discuss the promising antisense oligonucleotide therapeutics being developed as treatments for these devastating diseases. With recent advancements and therapeutic approvals of various antisense therapies, it is envisioned that some of the studies reviewed may progress into clinical trials and beyond.
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Affiliation(s)
- Craig S. McIntosh
- Molecular Therapy Laboratory, Centre for Molecular Medicine and Innovative Therapeutics, Health Futures Institute Murdoch University, Discovery Way, Murdoch, WA 6150, Australia; (C.S.M.); (D.L.); (S.D.W.)
- Perron Institute for Neurological and Translational Science, Centre for Neuromuscular and Neurological Disorders, The University of Western Australia, Nedlands, WA 6009, Australia
| | - Dunhui Li
- Molecular Therapy Laboratory, Centre for Molecular Medicine and Innovative Therapeutics, Health Futures Institute Murdoch University, Discovery Way, Murdoch, WA 6150, Australia; (C.S.M.); (D.L.); (S.D.W.)
- Perron Institute for Neurological and Translational Science, Centre for Neuromuscular and Neurological Disorders, The University of Western Australia, Nedlands, WA 6009, Australia
| | - Steve D. Wilton
- Molecular Therapy Laboratory, Centre for Molecular Medicine and Innovative Therapeutics, Health Futures Institute Murdoch University, Discovery Way, Murdoch, WA 6150, Australia; (C.S.M.); (D.L.); (S.D.W.)
- Perron Institute for Neurological and Translational Science, Centre for Neuromuscular and Neurological Disorders, The University of Western Australia, Nedlands, WA 6009, Australia
| | - May T. Aung-Htut
- Molecular Therapy Laboratory, Centre for Molecular Medicine and Innovative Therapeutics, Health Futures Institute Murdoch University, Discovery Way, Murdoch, WA 6150, Australia; (C.S.M.); (D.L.); (S.D.W.)
- Perron Institute for Neurological and Translational Science, Centre for Neuromuscular and Neurological Disorders, The University of Western Australia, Nedlands, WA 6009, Australia
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