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Harding IH, Nur Karim MI, Selvadurai LP, Corben LA, Delatycki MB, Monti S, Saccà F, Georgiou-Karistianis N, Cocozza S, Egan GF. Localized Changes in Dentate Nucleus Shape and Magnetic Susceptibility in Friedreich Ataxia. Mov Disord 2024; 39:1109-1118. [PMID: 38644761 DOI: 10.1002/mds.29816] [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: 11/13/2023] [Revised: 03/07/2024] [Accepted: 04/01/2024] [Indexed: 04/23/2024] Open
Abstract
BACKGROUND The dentate nuclei of the cerebellum are key sites of neuropathology in Friedreich ataxia (FRDA). Reduced dentate nucleus volume and increased mean magnetic susceptibility, a proxy of iron concentration, have been reported by magnetic resonance imaging studies in people with FRDA. Here, we investigate whether these changes are regionally heterogeneous. METHODS Quantitative susceptibility mapping data were acquired from 49 people with FRDA and 46 healthy controls. The dentate nuclei were manually segmented and analyzed using three dimensional vertex-based shape modeling and voxel-based assessments to identify regional changes in morphometry and susceptibility, respectively. RESULTS Individuals with FRDA, relative to healthy controls, showed significant bilateral surface contraction most strongly at the rostral and caudal boundaries of the dentate nuclei. The magnitude of this surface contraction correlated with disease duration, and to a lesser extent, ataxia severity. Significantly greater susceptibility was also evident in the FRDA cohort relative to controls, but was instead localized to bilateral dorsomedial areas, and also correlated with disease duration and ataxia severity. CONCLUSIONS Changes in the structure of the dentate nuclei in FRDA are not spatially uniform. Atrophy is greatest in areas with high gray matter density, whereas increases in susceptibility-reflecting iron concentration, demyelination, and/or gliosis-predominate in the medial white matter. These findings converge with established histological reports and indicate that regional measures of dentate nucleus substructure are more sensitive measures of disease expression than full-structure averages. Biomarker development and therapeutic strategies that directly target the dentate nuclei, such as gene therapies, may be optimized by targeting these areas of maximal pathology. © 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)
- Ian H Harding
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, Australia
| | - Muhammad Ikhsan Nur Karim
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, Australia
- Faculty of Medicine, Universitas Indonesia, Jakarta, Indonesia
| | - Louisa P Selvadurai
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, Australia
| | - Louise A Corben
- Bruce Lefroy Centre for Genetic Health Research, Murdoch Children's Research Institute, Parkville, Australia
- Department of Pediatrics, University of Melbourne, Parkville, Australia
- Turner Institute for Brain and Mental Health and School of Psychological Sciences, Monash University, Melbourne, Australia
| | - Martin B Delatycki
- Bruce Lefroy Centre for Genetic Health Research, Murdoch Children's Research Institute, Parkville, Australia
- Department of Pediatrics, University of Melbourne, Parkville, Australia
| | - Serena Monti
- Institute of Biostructure and Bioimaging, National Research Council, Naples, Italy
| | - Francesco Saccà
- Neurosciences and Reproductive and Odontostomatological Sciences, University of Naples "Federico II", Naples, Italy
| | - Nellie Georgiou-Karistianis
- Turner Institute for Brain and Mental Health and School of Psychological Sciences, Monash University, Melbourne, Australia
| | - Sirio Cocozza
- Department of Advanced Biomedical Sciences, University of Naples "Federico II", Naples, Italy
| | - Gary F Egan
- Monash Biomedical Imaging, Monash University, Melbourne, Australia
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Destrebecq V, Rovai A, Trotta N, Comet C, Naeije G. Proprioceptive and tactile processing in individuals with Friedreich ataxia: an fMRI study. Front Neurol 2023; 14:1224345. [PMID: 37808498 PMCID: PMC10556689 DOI: 10.3389/fneur.2023.1224345] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2023] [Accepted: 09/01/2023] [Indexed: 10/10/2023] Open
Abstract
Objective Friedreich ataxia (FA) neuropathology affects dorsal root ganglia, posterior columns in the spinal cord, the spinocerebellar tracts, and cerebellar dentate nuclei. The impact of the somatosensory system on ataxic symptoms remains debated. This study aims to better evaluate the contribution of somatosensory processing to ataxia clinical severity by simultaneously investigating passive movement and tactile pneumatic stimulation in individuals with FA. Methods Twenty patients with FA and 20 healthy participants were included. All subjects underwent two 6 min block-design functional magnetic resonance imaging (fMRI) paradigms consisting of twelve 30 s alternating blocks (10 brain volumes per block, 120 brain volumes per paradigm) of a tactile oddball paradigm and a passive movement paradigm. Spearman rank correlation tests were used for correlations between BOLD levels and ataxia severity. Results The passive movement paradigm led to the lower activation of primary (cSI) and secondary somatosensory cortices (cSII) in FA compared with healthy subjects (respectively 1.1 ± 0.78 vs. 0.61 ± 1.02, p = 0.04, and 0.69 ± 0.5 vs. 0.3 ± 0.41, p = 0.005). In the tactile paradigm, there was no significant difference between cSI and cSII activation levels in healthy controls and FA (respectively 0.88 ± 0.73 vs. 1.14 ± 0.99, p = 0.33, and 0.54 ± 0.37 vs. 0.55 ± 0.54, p = 0.93). Correlation analysis showed a significant correlation between cSI activation levels in the tactile paradigm and the clinical severity (R = 0.481, p = 0.032). Interpretation Our study captured the difference between tactile and proprioceptive impairments in FA using somatosensory fMRI paradigms. The lack of correlation between the proprioceptive paradigm and ataxia clinical parameters supports a low contribution of afferent ataxia to FA clinical severity.
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Affiliation(s)
- Virginie Destrebecq
- Laboratoire de Neuroanatomie et de Neuroimagerie translationnelles (LNT), UNI – ULB Neuroscience Institute, Université libre de Bruxelles (ULB), Brussels, Belgium
- Department of Neurology, CUB Hôpital Erasme, Université libre de Bruxelles (ULB), Brussels, Belgium
| | - Antonin Rovai
- Laboratoire de Neuroanatomie et de Neuroimagerie translationnelles (LNT), UNI – ULB Neuroscience Institute, Université libre de Bruxelles (ULB), Brussels, Belgium
| | - Nicola Trotta
- Laboratoire de Neuroanatomie et de Neuroimagerie translationnelles (LNT), UNI – ULB Neuroscience Institute, Université libre de Bruxelles (ULB), Brussels, Belgium
| | - Camille Comet
- Department of Neurology, CUB Hôpital Erasme, Université libre de Bruxelles (ULB), Brussels, Belgium
| | - Gilles Naeije
- Laboratoire de Neuroanatomie et de Neuroimagerie translationnelles (LNT), UNI – ULB Neuroscience Institute, Université libre de Bruxelles (ULB), Brussels, Belgium
- Department of Neurology, CUB Hôpital Erasme, Université libre de Bruxelles (ULB), Brussels, Belgium
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Kerestes R, Cummins H, Georgiou-Karistianis N, Selvadurai LP, Corben LA, Delatycki MB, Egan GF, Harding IH. Reduced cerebello-cerebral functional connectivity correlates with disease severity and impaired white matter integrity in Friedreich ataxia. J Neurol 2023; 270:2360-2369. [PMID: 36859626 PMCID: PMC10130106 DOI: 10.1007/s00415-023-11637-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2022] [Revised: 02/07/2023] [Accepted: 02/19/2023] [Indexed: 03/03/2023]
Abstract
Friedreich ataxia (FRDA) is a rare, inherited neurodegenerative disease characterised in most cases by progressive and debilitating motor dysfunction. Degeneration of cerebellar white matter pathways have been previously reported, alongside indications of cerebello-cerebral functional alterations. In this work, we examine resting-state functional connectivity changes within cerebello-cerebral circuits, and their associations with disease severity (Scale for the Assessment and Rating of Ataxia [SARA]), psychomotor function (speeded and paced finger tapping), and white matter integrity (diffusion tensor imaging) in 35 adults with FRDA and 45 age and sex-matched controls. Voxel-wise seed-based functional connectivity was assessed for three cerebellar cortical regions (anterior lobe, lobules I-V; superior posterior lobe, lobules VI-VIIB; inferior posterior lobe, lobules VIIIA-IX) and two dentate nucleus seeds (dorsal and ventral). Compared to controls, people with FRDA showed significantly reduced connectivity between the anterior cerebellum and bilateral pre/postcentral gyri, and between the superior posterior cerebellum and left dorsolateral PFC. Greater disease severity correlated with lower connectivity in these circuits. Lower anterior cerebellum-motor cortex functional connectivity also correlated with slower speeded finger tapping and less fractional anisotropy in the superior cerebellar peduncles, internal capsule, and precentral white matter in the FRDA cohort. There were no significant between-group differences in inferior posterior cerebellar or dentate nucleus connectivity. This study indicates that altered cerebello-cerebral functional connectivity is associated with functional status and white matter damage in cerebellar efferent pathways in people with FRDA, particularly in motor circuits.
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Affiliation(s)
- Rebecca Kerestes
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, Australia
| | - Hannah Cummins
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, Australia
| | - Nellie Georgiou-Karistianis
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Melbourne, Australia
| | - Louisa P Selvadurai
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, Australia
| | - Louise A Corben
- Bruce Lefroy Centre for Genetic Health Research, Murdoch Children's Research Institute, Melbourne, Australia
| | - Martin B Delatycki
- Bruce Lefroy Centre for Genetic Health Research, Murdoch Children's Research Institute, Melbourne, Australia
| | - Gary F Egan
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Melbourne, Australia.,Monash Biomedical Imaging, Monash University, Melbourne, VIC, 3800, Australia
| | - Ian H Harding
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, Australia. .,Monash Biomedical Imaging, Monash University, Melbourne, VIC, 3800, Australia.
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Georgiou-Karistianis N, Corben LA, Reetz K, Adanyeguh IM, Corti M, Deelchand DK, Delatycki MB, Dogan I, Evans R, Farmer J, França MC, Gaetz W, Harding IH, Harris KS, Hersch S, Joules R, Joers JJ, Krishnan ML, Lax M, Lock EF, Lynch D, Mareci T, Muthuhetti Gamage S, Pandolfo M, Papoutsi M, Rezende TJR, Roberts TPL, Rosenberg JT, Romanzetti S, Schulz JB, Schilling T, Schwarz AJ, Subramony S, Yao B, Zicha S, Lenglet C, Henry PG. A natural history study to track brain and spinal cord changes in individuals with Friedreich's ataxia: TRACK-FA study protocol. PLoS One 2022; 17:e0269649. [PMID: 36410013 PMCID: PMC9678384 DOI: 10.1371/journal.pone.0269649] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2022] [Accepted: 05/25/2022] [Indexed: 11/23/2022] Open
Abstract
INTRODUCTION Drug development for neurodegenerative diseases such as Friedreich's ataxia (FRDA) is limited by a lack of validated, sensitive biomarkers of pharmacodynamic response in affected tissue and disease progression. Studies employing neuroimaging measures to track FRDA have thus far been limited by their small sample sizes and limited follow up. TRACK-FA, a longitudinal, multi-site, and multi-modal neuroimaging natural history study, aims to address these shortcomings by enabling better understanding of underlying pathology and identifying sensitive, clinical trial ready, neuroimaging biomarkers for FRDA. METHODS 200 individuals with FRDA and 104 control participants will be recruited across seven international study sites. Inclusion criteria for participants with genetically confirmed FRDA involves, age of disease onset ≤ 25 years, Friedreich's Ataxia Rating Scale (FARS) functional staging score of ≤ 5, and a total modified FARS (mFARS) score of ≤ 65 upon enrolment. The control cohort is matched to the FRDA cohort for age, sex, handedness, and years of education. Participants will be evaluated at three study visits over two years. Each visit comprises of a harmonized multimodal Magnetic Resonance Imaging (MRI) and Spectroscopy (MRS) scan of the brain and spinal cord; clinical, cognitive, mood and speech assessments and collection of a blood sample. Primary outcome measures, informed by previous neuroimaging studies, include measures of: spinal cord and brain morphometry, spinal cord and brain microstructure (measured using diffusion MRI), brain iron accumulation (using Quantitative Susceptibility Mapping) and spinal cord biochemistry (using MRS). Secondary and exploratory outcome measures include clinical, cognitive assessments and blood biomarkers. DISCUSSION Prioritising immediate areas of need, TRACK-FA aims to deliver a set of sensitive, clinical trial-ready neuroimaging biomarkers to accelerate drug discovery efforts and better understand disease trajectory. Once validated, these potential pharmacodynamic biomarkers can be used to measure the efficacy of new therapeutics in forestalling disease progression. CLINICAL TRIAL REGISTRATION ClinicalTrails.gov Identifier: NCT04349514.
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Affiliation(s)
- Nellie Georgiou-Karistianis
- School of Psychological Sciences, The Turner Institute for Brain and Mental Health, Monash University, Clayton, Victoria, Australia
| | - Louise A. Corben
- Bruce Lefroy Centre for Genetic Health Research, Murdoch Children’s Research Institute, Parkville, Victoria, Australia
- Department of Paediatrics, University of Melbourne, Parkville, Victoria, Australia
| | - 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
| | - Isaac M. Adanyeguh
- Center for Magnetic Resonance Research and Department of Radiology, University of Minnesota, Minneapolis, Minnesota, United States of America
| | - Manuela Corti
- Powell Gene Therapy Centre, University of Florida, Gainesville, Florida, United States of America
| | - Dinesh K. Deelchand
- Center for Magnetic Resonance Research and Department of Radiology, University of Minnesota, Minneapolis, Minnesota, United States of America
| | - Martin B. Delatycki
- School of Psychological Sciences, The Turner Institute for Brain and Mental Health, Monash University, Clayton, Victoria, Australia
- Bruce Lefroy Centre for Genetic Health Research, Murdoch Children’s Research Institute, Parkville, Victoria, Australia
- Department of Paediatrics, University of Melbourne, Parkville, Victoria, Australia
| | - Imis Dogan
- Department of Neurology, RWTH Aachen University, Aachen, Germany
- JARA-BRAIN Institute Molecular Neuroscience and Neuroimaging, Forschungszentrum Jülich GmbH and RWTH Aachen University, Aachen, Germany
| | - Rebecca Evans
- Takeda Pharmaceutical Company Ltd, Cambridge, Massachusetts, United States of America
| | - Jennifer Farmer
- Friedreich’s Ataxia Research Alliance (FARA), Downingtown, Pennsylvania, United States of America
| | - Marcondes C. França
- Department of Neurology, University of Campinas, Campinas, Sao Paulo, Brazil
| | - William Gaetz
- Department of Radiology, Lurie Family Foundations MEG Imaging Center, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, United States of America
| | - Ian H. Harding
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, Australia
| | - Karen S. Harris
- School of Psychological Sciences, The Turner Institute for Brain and Mental Health, Monash University, Clayton, Victoria, Australia
| | - Steven Hersch
- Neurology Business Group, Eisai Inc., Nutley, New Jersey, United States of America
| | | | - James J. Joers
- Center for Magnetic Resonance Research and Department of Radiology, University of Minnesota, Minneapolis, Minnesota, United States of America
| | - Michelle L. Krishnan
- Translational Medicine, Novartis Institutes for Biomedical Research, Cambridge, MA, United States of America
| | | | - Eric F. Lock
- Division of Biostatistics, School of Public Health, University of Minnesota, Minneapolis, MN, United States of America
| | - David Lynch
- Department of Neurology, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, United States of America
| | - Thomas Mareci
- Department of Biochemistry and Molecular Biology, University of Florida, Gainesville, FL, United States of America
| | - Sahan Muthuhetti Gamage
- School of Psychological Sciences, The Turner Institute for Brain and Mental Health, Monash University, Clayton, Victoria, Australia
| | - Massimo Pandolfo
- Department of Neurology and Neurosurgery, McGill University, Montreal, Canada
| | | | | | - Timothy P. L. Roberts
- Department of Radiology, Lurie Family Foundations MEG Imaging Center, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, United States of America
| | - Jens T. Rosenberg
- McKnight Brain Institute, Department of Neurology, University of Florida, Gainesville, Florida, United States of America
| | - Sandro Romanzetti
- Department of Neurology, RWTH Aachen University, Aachen, Germany
- JARA-BRAIN Institute Molecular Neuroscience and Neuroimaging, Forschungszentrum Jülich GmbH and RWTH Aachen University, Aachen, Germany
| | - Jörg B. Schulz
- Department of Neurology, RWTH Aachen University, Aachen, Germany
- JARA-BRAIN Institute Molecular Neuroscience and Neuroimaging, Forschungszentrum Jülich GmbH and RWTH Aachen University, Aachen, Germany
| | - Traci Schilling
- PTC Therapeutics, Inc, South Plainfield, New Jersey, United States of America
| | - Adam J. Schwarz
- Takeda Pharmaceutical Company Ltd, Cambridge, Massachusetts, United States of America
| | - Sub Subramony
- McKnight Brain Institute, Department of Neurology, University of Florida, Gainesville, Florida, United States of America
| | - Bert Yao
- PTC Therapeutics, Inc, South Plainfield, New Jersey, United States of America
| | - Stephen Zicha
- Takeda Pharmaceutical Company Ltd, Cambridge, Massachusetts, United States of America
| | - Christophe Lenglet
- Center for Magnetic Resonance Research and Department of Radiology, University of Minnesota, Minneapolis, Minnesota, United States of America
| | - Pierre-Gilles Henry
- Center for Magnetic Resonance Research and Department of Radiology, University of Minnesota, Minneapolis, Minnesota, United States of America
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Vavla M, Arrigoni F, Peruzzo D, Montanaro D, Frijia F, Pizzighello S, De Luca A, Della Libera E, Tessarotto F, Guerra P, Harding IH, Martinuzzi A. Functional MRI Studies in Friedreich's Ataxia: A Systematic Review. Front Neurol 2022; 12:802496. [PMID: 35360279 PMCID: PMC8960250 DOI: 10.3389/fneur.2021.802496] [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: 10/26/2021] [Accepted: 12/30/2021] [Indexed: 11/13/2022] Open
Abstract
Friedreich's ataxia (FRDA) is an inherited neurodegenerative movement disorder with early onset, widespread cerebral and cerebellar pathology, and no cure still available. Functional MRI (fMRI) studies, although currently limited in number, have provided a better understanding of brain changes in people with FRDA. This systematic review aimed to provide a critical overview of the findings and methodologies of all fMRI studies conducted in genetically confirmed FRDA so far, and to offer recommendations for future study designs. About 12 cross-sectional and longitudinal fMRI studies, included 198 FRDA children and young adult patients and, 205 healthy controls (HCs), according to the inclusion criteria. Details regarding GAA triplet expansion and demographic and clinical severity measures were widely reported. fMRI designs included motor and cognitive task paradigms, and resting-state studies, with widespread changes in functionally activated areas and extensive variability in study methodologies. These studies highlight a mixed picture of both hypoactivation and hyperactivation in different cerebral and cerebellar brain regions depending on fMRI design and cohort characteristics. Functional changes often correlate with clinical variables. In aggregate, the findings provide support for cerebro-cerebellar loop damage and the compensatory mechanism hypothesis. Current literature indicates that fMRI is a valuable tool for gaining in vivo insights into FRDA pathology, but addressing that its limitations would be a key to improving the design, interpretation, and generalizability of studies in the future.
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Affiliation(s)
- Marinela Vavla
- Department of Neurorehabilitation, Pieve di Soligo, Scientific Institute, IRCCS E. Medea, Pieve di Soligo, Italy
- *Correspondence: Marinela Vavla ;
| | - Filippo Arrigoni
- Neuroimaging Lab, Scientific Institute, IRCCS Eugenio Medea, Bosisio Parini, Italy
| | - Denis Peruzzo
- Neuroimaging Lab, Scientific Institute, IRCCS Eugenio Medea, Bosisio Parini, Italy
| | - Domenico Montanaro
- U.O.C. Risonanza Magnetica Specialistica e Neuroradiologia, Fondazione CNR/Regione Toscana G. Monasterio, Pisa, Italy
- U.O.S.D. Servizio Autonomo di Risonanza Magnetica, Dipartimento Clinico di Neuroscienze dell'Età Evolutiva - IRCCS Fondazione Stella Maris - Pisa, Italy
| | - Francesca Frijia
- U.O.C. Bioingegneria e Ing. Clinica, Fondazione Toscana Gabriele Monasterio, Pisa, Italy
| | - Silvia Pizzighello
- Department of Neurorehabilitation, Pieve di Soligo, Scientific Institute, IRCCS E. Medea, Pieve di Soligo, Italy
| | - Alberto De Luca
- Department of Neurology, UMC Utrecht Brain Center, UMC Utrecht, Utrecht, Netherlands
| | | | - Federica Tessarotto
- Department of Neurorehabilitation, Pieve di Soligo, Scientific Institute, IRCCS E. Medea, Pieve di Soligo, Italy
| | - Paola Guerra
- Department of Neurorehabilitation, Pieve di Soligo, Scientific Institute, IRCCS E. Medea, Pieve di Soligo, Italy
| | - Ian H. Harding
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, VIC, Australia
| | - Andrea Martinuzzi
- Department of Neurorehabilitation, Pieve di Soligo, Scientific Institute, IRCCS E. Medea, Pieve di Soligo, Italy
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Yamashita M, Ohsawa C, Suzuki M, Guo X, Sadakata M, Otsuka Y, Asano K, Abe N, Sekiyama K. Neural Advantages of Older Musicians Involve the Cerebellum: Implications for Healthy Aging Through Lifelong Musical Instrument Training. Front Hum Neurosci 2022; 15:784026. [PMID: 35069154 PMCID: PMC8766763 DOI: 10.3389/fnhum.2021.784026] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2021] [Accepted: 11/01/2021] [Indexed: 11/14/2022] Open
Abstract
This study compared 30 older musicians and 30 age-matched non-musicians to investigate the association between lifelong musical instrument training and age-related cognitive decline and brain atrophy (musicians: mean age 70.8 years, musical experience 52.7 years; non-musicians: mean age 71.4 years, no or less than 3 years of musical experience). Although previous research has demonstrated that young musicians have larger gray matter volume (GMV) in the auditory-motor cortices and cerebellum than non-musicians, little is known about older musicians. Music imagery in young musicians is also known to share a neural underpinning [the supramarginal gyrus (SMG) and cerebellum] with music performance. Thus, we hypothesized that older musicians would show superiority to non-musicians in some of the abovementioned brain regions. Behavioral performance, GMV, and brain activity, including functional connectivity (FC) during melodic working memory (MWM) tasks, were evaluated in both groups. Behaviorally, musicians exhibited a much higher tapping speed than non-musicians, and tapping speed was correlated with executive function in musicians. Structural analyses revealed larger GMVs in both sides of the cerebellum of musicians, and importantly, this was maintained until very old age. Task-related FC analyses revealed that musicians possessed greater cerebellar-hippocampal FC, which was correlated with tapping speed. Furthermore, musicians showed higher activation in the SMG during MWM tasks; this was correlated with earlier commencement of instrumental training. These results indicate advantages or heightened coupling in brain regions associated with music performance and imagery in musicians. We suggest that lifelong instrumental training highly predicts the structural maintenance of the cerebellum and related cognitive maintenance in old age.
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Affiliation(s)
- Masatoshi Yamashita
- Graduate School of Advanced Integrated Studies in Human Survivability, Kyoto University, Kyoto, Japan
| | - Chie Ohsawa
- School of Music, Mukogawa Women’s University, Hyogo, Japan
| | - Maki Suzuki
- Department of Behavioral Neurology and Neuropsychiatry, Osaka University United Graduate School of Child Development, Osaka, Japan
| | - Xia Guo
- Graduate School of Social and Cultural Sciences, Kumamoto University, Kumamoto, Japan
- Japan Society for the Promotion of Science, Tokyo, Japan
| | - Makiko Sadakata
- Institute for Logic, Language and Computation, University of Amsterdam, Amsterdam, Netherlands
| | - Yuki Otsuka
- Kokoro Research Center, Kyoto University, Kyoto, Japan
| | - Kohei Asano
- Kokoro Research Center, Kyoto University, Kyoto, Japan
- Faculty of Child Care and Education, Osaka University of Comprehensive Children Education, Osaka, Japan
| | - Nobuhito Abe
- Kokoro Research Center, Kyoto University, Kyoto, Japan
| | - Kaoru Sekiyama
- Graduate School of Advanced Integrated Studies in Human Survivability, Kyoto University, Kyoto, Japan
- *Correspondence: Kaoru Sekiyama,
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7
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Shishegar R, Harding IH, Selvadurai LP, Corben LA, Delatycki MB, Egan GF, Georgiou-Karistianis N. Longitudinal investigation of brain activation during motor tasks in Friedreich ataxia: 24-month data from IMAGE-FRDA. Brain Struct Funct 2021; 227:809-819. [PMID: 34687355 DOI: 10.1007/s00429-021-02413-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2020] [Accepted: 10/08/2021] [Indexed: 11/26/2022]
Abstract
Friedreich ataxia (FRDA) is a progressive autosomal recessive disease. While motor dysfunction is the primary neurological hallmark, little is known about the underlying neurobiological changes associated with motor deficits over the course of disease. We investigated the hypothesis that progressive functional changes in both the cerebellum and cerebrum are related to longitudinal changes in performance on complex motor tasks in individuals with FRDA. Twenty-two individuals with FRDA and 28 controls participated over 24 months. The longitudinal investigation included finger tapping tasks with different levels of complexity (i.e., visually cued, multi-finger; self-paced, single finger), performed in conjunction with fMRI acquisitions, to interrogate changes in the neurobiology of motor and attentional brain networks including the cerebellum and cerebrum. We demonstrated evidence for significant longitudinal decreased cerebral fMRI activity over time in individuals with FRDA, relative to controls, during an attentionally-demanding motor task (visually cued tapping of multiple fingers) in six cerebral regions: right and left superior frontal gyri, right superior temporal gyrus, right primary somatosensory area, right anterior cingulate cortex, and right medial frontal gyrus. Importantly, longitudinal decreased activity was associated with more severe disease status at baseline, higher GAA1 repeat length and earlier age of onset. These findings suggest a dynamic pattern of neuronal activity in motor, attention and executive control networks over time in individuals with FRDA, which is associated with increased disease severity at baseline, increased GAA1 repeat length and earlier age at onset.
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Affiliation(s)
- Rosita Shishegar
- School of Psychological Sciences and Turner Institute for Brain and Mental Health, Monash University, Melbourne, VIC, 3800, Australia
- Monash Biomedical Imaging, Monash University, Melbourne, VIC, Australia
- The Australian e-Health Research Centre, CSIRO, Melbourne, VIC, Australia
| | - Ian H Harding
- Monash Biomedical Imaging, Monash University, Melbourne, VIC, Australia
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, VIC, Australia
| | - Louisa P Selvadurai
- School of Psychological Sciences and Turner Institute for Brain and Mental Health, Monash University, Melbourne, VIC, 3800, Australia
| | - Louise A Corben
- School of Psychological Sciences and Turner Institute for Brain and Mental Health, Monash University, Melbourne, VIC, 3800, Australia
- Bruce Lefroy Centre for Genetic Health Research, Murdoch Children's Research Institute, Melbourne, VIC, Australia
- Department of Paediatrics, The University of Melbourne, Melbourne, VIC, Australia
| | - Martin B Delatycki
- School of Psychological Sciences and Turner Institute for Brain and Mental Health, Monash University, Melbourne, VIC, 3800, Australia
- Bruce Lefroy Centre for Genetic Health Research, Murdoch Children's Research Institute, Melbourne, VIC, Australia
- Department of Paediatrics, The University of Melbourne, Melbourne, VIC, Australia
- Victorian Clinical Genetics Service, Melbourne, VIC, Australia
| | - Gary F Egan
- School of Psychological Sciences and Turner Institute for Brain and Mental Health, Monash University, Melbourne, VIC, 3800, Australia
- Monash Biomedical Imaging, Monash University, Melbourne, VIC, Australia
| | - Nellie Georgiou-Karistianis
- School of Psychological Sciences and Turner Institute for Brain and Mental Health, Monash University, Melbourne, VIC, 3800, Australia.
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8
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Naeije G, Coquelet N, Wens V, Goldman S, Pandolfo M, De Tiège X. Age of onset modulates resting-state brain network dynamics in Friedreich Ataxia. Hum Brain Mapp 2021; 42:5334-5344. [PMID: 34523778 PMCID: PMC8519851 DOI: 10.1002/hbm.25621] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2021] [Revised: 07/19/2021] [Accepted: 07/20/2021] [Indexed: 02/06/2023] Open
Abstract
This magnetoencephalography (MEG) study addresses (i) how Friedreich ataxia (FRDA) affects the sub‐second dynamics of resting‐state brain networks, (ii) the main determinants of their dynamic alterations, and (iii) how these alterations are linked with FRDA‐related changes in resting‐state functional brain connectivity (rsFC) over long timescales. For that purpose, 5 min of resting‐state MEG activity were recorded in 16 FRDA patients (mean age: 27 years, range: 12–51 years; 10 females) and matched healthy subjects. Transient brain network dynamics was assessed using hidden Markov modeling (HMM). Post hoc median‐split, nonparametric permutations and Spearman rank correlations were used for statistics. In FRDA patients, a positive correlation was found between the age of symptoms onset (ASO) and the temporal dynamics of two HMM states involving the posterior default mode network (DMN) and the temporo‐parietal junctions (TPJ). FRDA patients with an ASO <11 years presented altered temporal dynamics of those two HMM states compared with FRDA patients with an ASO > 11 years or healthy subjects. The temporal dynamics of the DMN state also correlated with minute‐long DMN rsFC. This study demonstrates that ASO is the main determinant of alterations in the sub‐second dynamics of posterior associative neocortices in FRDA patients and substantiates a direct link between sub‐second network activity and functional brain integration over long timescales.
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Affiliation(s)
- Gilles Naeije
- Laboratoire de Cartographie fonctionnelle du Cerveau (LCFC), UNI-ULB Neuroscience Institute, Université libre de Bruxelles (ULB), Brussels, Belgium.,Department of Neurology, CUB Hôpital Erasme, Université libre de Bruxelles (ULB), Brussels, Belgium
| | - Nicolas Coquelet
- Laboratoire de Cartographie fonctionnelle du Cerveau (LCFC), UNI-ULB Neuroscience Institute, Université libre de Bruxelles (ULB), Brussels, Belgium
| | - Vincent Wens
- Laboratoire de Cartographie fonctionnelle du Cerveau (LCFC), UNI-ULB Neuroscience Institute, Université libre de Bruxelles (ULB), Brussels, Belgium
| | - Serge Goldman
- Laboratoire de Cartographie fonctionnelle du Cerveau (LCFC), UNI-ULB Neuroscience Institute, Université libre de Bruxelles (ULB), Brussels, Belgium.,Department of Functional Neuroimaging, CUB Hôpital Erasme, Université libre de Bruxelles (ULB), Brussels, Belgium
| | - Massimo Pandolfo
- Department of Neurology and Neurosurgery, McGill University, Montreal, Canada
| | - Xavier De Tiège
- Laboratoire de Cartographie fonctionnelle du Cerveau (LCFC), UNI-ULB Neuroscience Institute, Université libre de Bruxelles (ULB), Brussels, Belgium.,Department of Functional Neuroimaging, CUB Hôpital Erasme, Université libre de Bruxelles (ULB), Brussels, Belgium
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9
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Harding IH, Lynch DR, Koeppen AH, Pandolfo M. Central Nervous System Therapeutic Targets in Friedreich Ataxia. Hum Gene Ther 2021; 31:1226-1236. [PMID: 33238751 PMCID: PMC7757690 DOI: 10.1089/hum.2020.264] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
Friedreich ataxia (FRDA) is an autosomal recessive inherited multisystem disease, characterized by marked differences in the vulnerability of neuronal systems. In general, the proprioceptive system appears to be affected early, while later in the disease, the dentate nucleus of the cerebellum and, to some degree, the corticospinal tracts degenerate. In the current era of expanding therapeutic discovery in FRDA, including progress toward novel gene therapies, a deeper and more specific consideration of potential treatment targets in the nervous system is necessary. In this work, we have re-examined the neuropathology of FRDA, recognizing new issues superimposed on classical findings, and dissected the peripheral nervous system (PNS) and central nervous system (CNS) aspects of the disease and the affected cell types. Understanding the temporal course of neuropathological changes is needed to identify areas of modifiable disease progression and the CNS and PNS locations that can be targeted at different time points. As most major targets of long-term therapy are in the CNS, this review uses multiple tools for evaluation of the importance of specific CNS locations as targets. In addition to clinical observations, the conceptualizations in this study include physiological, pathological, and imaging approaches, and animal models. We believe that this review, through analysis of a more complete set of data derived from multiple techniques, provides a comprehensive summary of therapeutic targets in FRDA.
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Affiliation(s)
- Ian H Harding
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, Australia.,Monash Biomedical Imaging, Monash University, Melbourne, Australia
| | - David R Lynch
- Division of Neurology, The Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Arnulf H Koeppen
- Research, Neurology, and Pathology Services, Veterans Affairs Medical Center and Departments of Neurology and Pathology, Albany Medical College, Albany, New York, USA
| | - Massimo Pandolfo
- Laboratory of Experimental Neurology, Université Libre de Bruxelles (ULB), Brussels, Belgium
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10
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Öz G, Harding IH, Krahe J, Reetz K. MR imaging and spectroscopy in degenerative ataxias: toward multimodal, multisite, multistage monitoring of neurodegeneration. Curr Opin Neurol 2021; 33:451-461. [PMID: 32657886 DOI: 10.1097/wco.0000000000000834] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
PURPOSE OF REVIEW Degenerative ataxias are rare and currently untreatable movement disorders, primarily characterized by neurodegeneration in the cerebellum and brainstem. We highlight MRI studies with the most potential for utility in pending ataxia trials and underscore advances in disease characterization and diagnostics in the field. RECENT FINDINGS With availability of advanced MRI acquisition methods and specialized software dedicated to the analysis of MRI of the cerebellum, patterns of cerebellar atrophy in different degenerative ataxias are increasingly well defined. The field further embraced rigorous multimodal investigations to study network-level microstructural and functional brain changes and their neurochemical correlates. MRI and magnetic resonance spectroscopy were shown to be more sensitive to disease progression than clinical scales and to detect abnormalities in premanifest mutation carriers. SUMMARY Magnetic resonance techniques are increasingly well placed for characterizing the expression and progression of degenerative ataxias. The most impactful work has arguably come through multi-institutional studies that monitor relatively large cohorts, multimodal investigations that assess the sensitivity of different measures and their interrelationships, and novel imaging approaches that are targeted to known pathophysiology (e.g., iron and spinal imaging in Friedreich ataxia). These multimodal, multi-institutional studies are paving the way to clinical trial readiness and enhanced understanding of disease in degenerative ataxias.
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Affiliation(s)
- Gülin Öz
- Center for Magnetic Resonance Research, Department of Radiology, University of Minnesota, Minneapolis, Minnesota, United States
| | - Ian H Harding
- Department of Neuroscience, Central Clinical School.,Monash Biomedical Imaging, Monash University, Melbourne, Australia
| | - Janna Krahe
- Department of Neurology.,JARA Brain Institute Molecular Neuroscience and Neuroimaging, Research Centre Ju[Combining Diaeresis]lich, RWTH Aachen University, Aachen, Germany
| | - Kathrin Reetz
- Department of Neurology.,JARA Brain Institute Molecular Neuroscience and Neuroimaging, Research Centre Ju[Combining Diaeresis]lich, RWTH Aachen University, Aachen, Germany
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11
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Selvadurai LP, Georgiou-Karistianis N, Shishegar R, Sheridan C, Egan GF, Delatycki MB, Harding IH, Corben LA. Longitudinal structural brain changes in Friedreich ataxia depend on disease severity: the IMAGE-FRDA study. J Neurol 2021; 268:4178-4189. [PMID: 33860369 DOI: 10.1007/s00415-021-10512-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2020] [Revised: 03/04/2021] [Accepted: 03/05/2021] [Indexed: 11/29/2022]
Abstract
BACKGROUND Friedreich ataxia is an inherited neurodegenerative disease, with cerebral and cerebellar pathology evident. Despite an increased understanding of its neuropathology, disease progression in this disease remains poorly understood. This study aimed to characterise longitudinal change in brain structure using a multi-modal approach across cerebral and cerebellar grey and white matter. METHODS T1-weighted, diffusion-tensor, and magnetisation transfer magnetic resonance images were obtained from 28 individuals with Friedreich ataxia and 29 age- and gender-matched controls at two time-points, 2 years apart. Region-of-interest and exploratory between-group comparisons assessed changes in brain macrostructure (cerebellar lobule volume, cerebral cortical thickness/gyrification, brain white matter volume) and microstructure (white matter fractional anisotropy, mean/axial/radial diffusivity, magnetisation transfer ratio). Rates of change were correlated against change in neurological severity, Time 1 severity, and onset age. RESULTS Individuals with Friedreich ataxia had a greater rate of white matter volume loss than controls in the superior cerebellar peduncles and right peri-thalamic/posterior cerebral regions, and greater reduction in left primary motor cortex gyrification. Greater cerebellar/brainstem white matter volume loss and right dorsal premotor gyrification loss was observed amongst individuals with less severe neurological symptoms at Time 1. Conversely, cerebral atrophy and changes in axial diffusivity were observed in individuals with more severe Time 1 symptoms. Progression in radial diffusivity was more pronounced amongst individuals with earlier disease onset. Greater right ventral premotor gyrification loss correlated with greater neurological progression. CONCLUSION Heterogeneity in Friedreich ataxia progression is observed at the neurobiological level, with evidence of earlier cerebellar and later cerebral degeneration.
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Affiliation(s)
- Louisa P Selvadurai
- School of Psychological Sciences and Turner Institute for Brain and Mental Health, Monash University, Clayton Campus, Clayton, VIC, 3800, Australia
| | - Nellie Georgiou-Karistianis
- School of Psychological Sciences and Turner Institute for Brain and Mental Health, Monash University, Clayton Campus, Clayton, VIC, 3800, Australia.
| | - Rosita Shishegar
- School of Psychological Sciences and Turner Institute for Brain and Mental Health, Monash University, Clayton Campus, Clayton, VIC, 3800, Australia.,The Australian E-Health Research Centre, CSIRO, Melbourne, Australia
| | - Cathlin Sheridan
- School of Psychological Sciences and Turner Institute for Brain and Mental Health, Monash University, Clayton Campus, Clayton, VIC, 3800, Australia
| | - Gary F Egan
- School of Psychological Sciences and Turner Institute for Brain and Mental Health, Monash University, Clayton Campus, Clayton, VIC, 3800, Australia.,Monash Biomedical Imaging, Monash University, Clayton, Australia
| | - Martin B Delatycki
- Bruce Lefroy Centre for Genetic Health Research, Murdoch Children's Research Institute, Parkville, Australia.,Department of Paediatrics, The University of Melbourne, Parkville, Australia.,Victorian Clinical Genetics Services, Parkville, Australia
| | - Ian H Harding
- Monash Biomedical Imaging, Monash University, Clayton, Australia.,Department of Neuroscience, Central Clinical School, Monash University, Melbourne, Australia
| | - Louise A Corben
- School of Psychological Sciences and Turner Institute for Brain and Mental Health, Monash University, Clayton Campus, Clayton, VIC, 3800, Australia.,Bruce Lefroy Centre for Genetic Health Research, Murdoch Children's Research Institute, Parkville, Australia.,Department of Paediatrics, The University of Melbourne, Parkville, Australia
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12
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Naeije G, Rovai A, Pandolfo M, De Tiège X. Hand Dexterity and Pyramidal Dysfunction in Friedreich Ataxia, A Finger Tapping Study. Mov Disord Clin Pract 2021; 8:85-91. [PMID: 33426162 DOI: 10.1002/mdc3.13126] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2020] [Revised: 10/27/2020] [Accepted: 11/08/2020] [Indexed: 11/07/2022] Open
Abstract
Background Loss of hand dexterity has a profound impact on disability in patients with cerebellar, pyramidal, or extrapyramidal diseases. Analysis of multiple finger tapping (FT) parameters can contribute to identify the underlying physiopathology, while providing a quantitative clinical assessment tool, particularly in patients not reliably evaluated using clinical rating scales. Here, we used an automated method of FT analysis in Friedreich ataxia (FRDA) to disentangle cerebellar (prominent FT rate variability), extrapyramidal (FT progressive amplitude reduction without slowing of tapping rate), and pyramidal (progressive decrease of FT rate and amplitude) contribution to upper limb loss of dexterity. FT parameters were then related to FRDA clinical parameters and upper limbs motor evoked potential (MEPs). Methods Twenty-four FRDA patients and matched healthy subjects performed FT with the dominant hand for 90 seconds. FT rate, FT rate variability, FT amplitude, and linear regressions of FT movement parameters were automatically computed. Eleven patients underwent MEPs, measured at the first dorsal interosseous of the dominant hand to determine central motor conduction time (CMCT). Results FRDA patients had slower and more regular FT rate than controls. Eleven FRDA patients showed FT rate slowing. Those patients had longer disease duration and higher Scale for the Assessment and Rating of Ataxia (SARA) scores. Seven patients with FT rate slowing had MEP and all displayed prolonged CMCT, whereas the 4 other patients with constant FT rate had normal CMCT. Conclusion This study provides evidence for a prominent involvement of pyramidal dysfunction in upper limb dexterity loss as well as a potential outcome measure for clinical studies in FRDA.
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Affiliation(s)
- Gilles Naeije
- Laboratoire de Cartographie Fonctionnelle du Cerveau, ULB Neuroscience Institute Université libre de Bruxelles (ULB) Brussels Belgium
- Department of Neurology, CUB Hôpital Erasme Université libre de Bruxelles (ULB) Brussels Belgium
| | - Antonin Rovai
- Laboratoire de Cartographie Fonctionnelle du Cerveau, ULB Neuroscience Institute Université libre de Bruxelles (ULB) Brussels Belgium
| | - Massimo Pandolfo
- Department of Neurology, CUB Hôpital Erasme Université libre de Bruxelles (ULB) Brussels Belgium
- Laboratoire de Neurologie Expérimentale, ULB Neuroscience Institute Université libre de Bruxelles (ULB) Brussels Belgium
| | - Xavier De Tiège
- Laboratoire de Cartographie Fonctionnelle du Cerveau, ULB Neuroscience Institute Université libre de Bruxelles (ULB) Brussels Belgium
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13
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Shishegar R, Harding IH, Corben LA, Delatycki MB, Storey E, Egan GF, Georgiou-Karistianis N. Longitudinal Increases in Cerebral Brain Activation During Working Memory Performance in Friedreich Ataxia: 24-Month Data from IMAGE-FRDA. THE CEREBELLUM 2020; 19:182-191. [PMID: 31898277 DOI: 10.1007/s12311-019-01094-6] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
Friedreich ataxia (FRDA) has been associated with functional abnormalities in cerebral and cerebellar networks, particularly in the ventral attention network. However, how functional alterations change with disease progression remains largely unknown. Longitudinal changes in brain activation, associated with working memory performance (N-back task), and grey matter volume were assessed over 24 months in 21 individuals with FRDA and 28 healthy controls using functional and structural magnetic resonance imaging, respectively. Participants also completed a neurocognitive battery assessing working memory (digit span), executive function (Stroop, Haylings), and set-shifting (Trail Making Test). Individuals with FRDA displayed significantly increased brain activation over 24 months in ventral attention brain regions, including bilateral insula and inferior frontal gyrus (pars triangularis and pars opercularis), compared with controls, but there was no difference in working memory (N-back) performance between groups. Moreover, there were no significant differences in grey matter volume changes between groups. Significant correlations between brain activations and both clinical severity and age at disease onset were observed in FRDA individuals only at 24 months. There was significant longitudinal decline in Trail Making Test (TMT) difference score (B-A) in individuals with FRDA, compared with controls. These findings provide the first evidence of increased longitudinal activation over time in the cerebral cortex in FRDA, compared with controls, despite comparable working memory performance. This finding represents a possible compensatory response in the ventral attention network to help sustain working memory performance in individuals with FRDA.
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Affiliation(s)
- Rosita Shishegar
- School of Psychological Sciences and the Turner Institute for Brain and Mental Health, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Australia.,Monash Biomedical Imaging, Monash University, Melbourne, Australia.,The Australian e-Health Research Centre, CSIRO, Melbourne, Australia
| | - Ian H Harding
- School of Psychological Sciences and the Turner Institute for Brain and Mental Health, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Australia.,Monash Biomedical Imaging, Monash University, Melbourne, Australia
| | - Louise A Corben
- School of Psychological Sciences and the Turner Institute for Brain and Mental Health, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Australia.,Bruce Lefroy Centre for Genetic Health Research, Murdoch Children's Research Institute, Melbourne, Australia.,Department of Paediatrics, The University of Melbourne, Melbourne, Australia
| | - Martin B Delatycki
- School of Psychological Sciences and the Turner Institute for Brain and Mental Health, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Australia.,Bruce Lefroy Centre for Genetic Health Research, Murdoch Children's Research Institute, Melbourne, Australia.,Department of Paediatrics, The University of Melbourne, Melbourne, Australia.,Clinical Genetics, Austin Health, Melbourne, Australia
| | - Elsdon Storey
- Department of Medicine, Monash University, Melbourne, Australia
| | - Gary F Egan
- School of Psychological Sciences and the Turner Institute for Brain and Mental Health, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Australia.,Monash Biomedical Imaging, Monash University, Melbourne, Australia
| | - Nellie Georgiou-Karistianis
- School of Psychological Sciences and the Turner Institute for Brain and Mental Health, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Australia.
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14
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Selvadurai LP, Corben LA, Delatycki MB, Storey E, Egan GF, Georgiou‐Karistianis N, Harding IH. Multiple mechanisms underpin cerebral and cerebellar white matter deficits in Friedreich ataxia: The IMAGE-FRDA study. Hum Brain Mapp 2020; 41:1920-1933. [PMID: 31904895 PMCID: PMC7267947 DOI: 10.1002/hbm.24921] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2019] [Revised: 12/20/2019] [Accepted: 12/29/2019] [Indexed: 01/16/2023] Open
Abstract
Friedreich ataxia is a progressive neurodegenerative disorder with reported abnormalities in cerebellar, brainstem, and cerebral white matter. White matter structure can be measured using in vivo neuroimaging indices sensitive to different white matter features. For the first time, we examined the relative sensitivity and relationship between multiple white matter indices in Friedreich ataxia to more richly characterize disease expression and infer possible mechanisms underlying the observed white matter abnormalities. Diffusion-tensor, magnetization transfer, and T1-weighted structural images were acquired from 31 individuals with Friedreich ataxia and 36 controls. Six white matter indices were extracted: fractional anisotropy, diffusivity (mean, axial, radial), magnetization transfer ratio (microstructure), and volume (macrostructure). For each index, whole-brain voxel-wise between-group comparisons and correlations with disease severity, onset age, and gene triplet-repeat length were undertaken. Correlations between pairs of indices were assessed in the Friedreich ataxia cohort. Spatial similarities in the voxel-level pattern of between-group differences across the indices were also assessed. Microstructural abnormalities were maximal in cerebellar and brainstem regions, but evident throughout the brain, while macroscopic abnormalities were restricted to the brainstem. Poorer microstructure and reduced macrostructural volume correlated with greater disease severity and earlier onset, particularly in peri-dentate nuclei and brainstem regions. Microstructural and macrostructural abnormalities were largely independent. Reduced fractional anisotropy was most strongly associated with axial diffusivity in cerebral tracts, and magnetization transfer in cerebellar tracts. Multiple mechanisms likely underpin white matter abnormalities in Friedreich ataxia, with differential impacts in cerebellar and cerebral pathways.
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Affiliation(s)
- Louisa P. Selvadurai
- School of Psychological Sciences and Turner Institute for Brain and Mental HealthMonash UniversityMelbourneVictoriaAustralia
| | - Louise A. Corben
- School of Psychological Sciences and Turner Institute for Brain and Mental HealthMonash UniversityMelbourneVictoriaAustralia
- Bruce Lefroy Centre for Genetic Health ResearchMurdoch Children's Research InstituteParkvilleVictoriaAustralia
- Department of PaediatricsThe University of MelbourneParkvilleVictoriaAustralia
| | - Martin B. Delatycki
- Bruce Lefroy Centre for Genetic Health ResearchMurdoch Children's Research InstituteParkvilleVictoriaAustralia
- Department of PaediatricsThe University of MelbourneParkvilleVictoriaAustralia
- Victorian Clinical Genetics ServicesParkvilleVictoriaAustralia
| | - Elsdon Storey
- Department of MedicineMonash UniversityPrahranVictoriaAustralia
| | - Gary F. Egan
- School of Psychological Sciences and Turner Institute for Brain and Mental HealthMonash UniversityMelbourneVictoriaAustralia
- Monash Biomedical ImagingMonash UniversityClaytonVictoriaAustralia
| | - Nellie Georgiou‐Karistianis
- School of Psychological Sciences and Turner Institute for Brain and Mental HealthMonash UniversityMelbourneVictoriaAustralia
| | - Ian H. Harding
- School of Psychological Sciences and Turner Institute for Brain and Mental HealthMonash UniversityMelbourneVictoriaAustralia
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15
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Naeije G, Wens V, Coquelet N, Sjøgård M, Goldman S, Pandolfo M, De Tiège XP. Age of onset determines intrinsic functional brain architecture in Friedreich ataxia. Ann Clin Transl Neurol 2020; 7:94-104. [PMID: 31854120 PMCID: PMC6952309 DOI: 10.1002/acn3.50966] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2019] [Revised: 10/30/2019] [Accepted: 11/18/2019] [Indexed: 12/12/2022] Open
Abstract
OBJECTIVE Friedreich ataxia (FRDA) is the commonest hereditary ataxia in Caucasians. Most patients are homozygous for expanded GAA triplet repeats in the first intron of the frataxin (FXN) gene, involved in mitochondrial iron metabolism. Here, we used magnetoencephalography (MEG) to characterize the main determinants of FRDA-related changes in intrinsic functional brain architecture. METHODS Five minutes of MEG signals were recorded at rest from 18 right-handed FRDA patients (mean age 27 years, 9 females; mean SARA score: 21.4) and matched healthy individuals. The MEG connectome was estimated as resting-state functional connectivity (rsFC) matrices involving 37 nodes from six major resting state networks and the cerebellum. Source-level rsFC maps were computed using leakage-corrected broad-band (3-40 Hz) envelope correlations. Post hoc median-split was used to contrast rsFC in FRDA patients with different clinical characteristics. Nonparametric permutations and Spearman rank correlation test were used for statistics. RESULTS High rank correlation levels were found between rsFC and age of symptoms onset in FRDA mostly between the ventral attention, the default-mode, and the cerebellar networks; patients with higher rsFC developing symptoms at an older age. Increased rsFC was found in FRDA with later age of symptoms onset compared to healthy subjects. No correlations were found between rsFC and other clinical parameters. CONCLUSION Age of symptoms onset is a major determinant of FRDA patients' intrinsic functional brain architecture. Higher rsFC in FRDA patients with later age of symptoms onset supports compensatory mechanisms for FRDA-related neural network dysfunction and position neuromagnetic rsFC as potential marker of FRDA neural reserve.
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Affiliation(s)
- Gilles Naeije
- Laboratoire de Cartographie fonctionnelle du CerveauULB Neuroscience Institute (UNI)Université libre de Bruxelles (ULB)BrusselsBelgium
- Department of NeurologyCUB Hôpital ErasmeUniversité libre de Bruxelles (ULB)BrusselsBelgium
| | - Vincent Wens
- Laboratoire de Cartographie fonctionnelle du CerveauULB Neuroscience Institute (UNI)Université libre de Bruxelles (ULB)BrusselsBelgium
- Department of Functional NeuroimagingService of Nuclear MedicineCUB Hôpital ErasmeUniversité libre de Bruxelles (ULB)BrusselsBelgium
| | - Nicolas Coquelet
- Laboratoire de Cartographie fonctionnelle du CerveauULB Neuroscience Institute (UNI)Université libre de Bruxelles (ULB)BrusselsBelgium
| | - Martin Sjøgård
- Laboratoire de Cartographie fonctionnelle du CerveauULB Neuroscience Institute (UNI)Université libre de Bruxelles (ULB)BrusselsBelgium
| | - Serge Goldman
- Laboratoire de Cartographie fonctionnelle du CerveauULB Neuroscience Institute (UNI)Université libre de Bruxelles (ULB)BrusselsBelgium
- Department of Functional NeuroimagingService of Nuclear MedicineCUB Hôpital ErasmeUniversité libre de Bruxelles (ULB)BrusselsBelgium
| | - Massimo Pandolfo
- Department of NeurologyCUB Hôpital ErasmeUniversité libre de Bruxelles (ULB)BrusselsBelgium
| | - Xavier P. De Tiège
- Laboratoire de Cartographie fonctionnelle du CerveauULB Neuroscience Institute (UNI)Université libre de Bruxelles (ULB)BrusselsBelgium
- Department of Functional NeuroimagingService of Nuclear MedicineCUB Hôpital ErasmeUniversité libre de Bruxelles (ULB)BrusselsBelgium
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16
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Tunc S, Baginski N, Lubs J, Bally JF, Weissbach A, Baaske MK, Tadic V, Brüggemann N, Bäumer T, Beste C, Münchau A. Predictive coding and adaptive behavior in patients with genetically determined cerebellar ataxia--A neurophysiology study. Neuroimage Clin 2019; 24:102043. [PMID: 31678909 PMCID: PMC6978209 DOI: 10.1016/j.nicl.2019.102043] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2019] [Revised: 09/23/2019] [Accepted: 10/17/2019] [Indexed: 12/15/2022]
Abstract
Genetically determined cerebellar ataxias (CA) are a heterogeneous group of disorders with progressive decline of cerebellar functions. The cerebellum influences internal forward models that play a role in cognitive control, but whether these processes are dysfunctional in CA is unclear. Here, we examined sensory predictive coding processes and response adaptation in CA and healthy controls (HC) using behavioral tests with concomitant EEG recordings. N = 23 patients and N = 29 age- and sex-matched HC were studied. Sensory prediction coding was tested with an auditory distraction paradigm and error-related behavioral adaptation with a visual flanker task. As neurophysiological markers we studied different event-related potentials: the P3a for orientation of attention; the N2 and the error-related negativity (ERN) for cognitive adaptation processes/consequences of response errors; error-related positivity (Pe) for error-awareness; the mismatch negativity (MMN) for sensory predictive coding; and reorientation negativity (RON) for reorientation after unexpected events. Overall reaction times were slower in patients compared to HC, but error rates did not differ. Both in patients and HC, P3a amplitudes were larger in distraction trials, but the P3a amplitude was smaller in patients compared to HC. The MMN as well as behavioral and EEG-correlates of response adaptation (ERN/N2) did not differ between groups, while the Pe was attenuated in patients. During sensory predictive coding, RON amplitudes were significantly larger in HC compared to patients. In HC, but not in patients, RON amplitudes were also larger in deviant compared to frequent trials. Processes generating internal forward models are largely intact in genetically determined CA, whereas updating of mental models and error awareness are disturbed in these patients.
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Affiliation(s)
- Sinem Tunc
- Institute of Neurogenetics, University of Lübeck, Germany; Department of Neurology, University Hospital Schleswig Holstein, Campus Lübeck, Germany
| | | | - Juliane Lubs
- Institute of Neurogenetics, University of Lübeck, Germany
| | - Julien F Bally
- Department of Neurology, University Hospitals of Geneva, Geneva, Switzerland
| | - Anne Weissbach
- Institute of Neurogenetics, University of Lübeck, Germany
| | - Magdalena Khira Baaske
- Institute of Neurogenetics, University of Lübeck, Germany; Department of Neurology, University Hospital Schleswig Holstein, Campus Lübeck, Germany
| | - Vera Tadic
- Institute of Neurogenetics, University of Lübeck, Germany; Department of Neurology, University Hospital Schleswig Holstein, Campus Lübeck, Germany
| | - Norbert Brüggemann
- Institute of Neurogenetics, University of Lübeck, Germany; Department of Neurology, University Hospital Schleswig Holstein, Campus Lübeck, Germany
| | - Tobias Bäumer
- Institute of Neurogenetics, University of Lübeck, Germany
| | - Christian Beste
- Cognitive Neurophysiology, Department of Child and Adolescent Psychiatry, Faculty of Medicine of the TU Dresden, Dresden, Germany.
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17
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Ward PGD, Harding IH, Close TG, Corben LA, Delatycki MB, Storey E, Georgiou-Karistianis N, Egan GF. Longitudinal evaluation of iron concentration and atrophy in the dentate nuclei in friedreich ataxia. Mov Disord 2019; 34:335-343. [PMID: 30624809 DOI: 10.1002/mds.27606] [Citation(s) in RCA: 46] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2018] [Revised: 11/26/2018] [Accepted: 12/06/2018] [Indexed: 01/23/2023] Open
Abstract
BACKGROUND Friedreich ataxia is a recessively inherited, progressive neurological disease characterized by impaired mitochondrial iron metabolism. The dentate nuclei of the cerebellum are characteristic sites of neurodegeneration in the disease, but little is known of the longitudinal progression of abnormalities in these structures. METHODS Using in vivo magnetic resonance imaging, including quantitative susceptibility mapping, we investigated changes in iron concentration and volume in the dentate nuclei in individuals with Friedreich ataxia (n = 20) and healthy controls (n = 18) over a 2-year period. RESULTS The longitudinal rate of iron concentration was significantly elevated bilaterally in participants with Friedreich ataxia relative to healthy controls. Atrophy rates did not differ significantly between groups. Change in iron concentration and atrophy both correlated with baseline disease severity or duration, indicating sensitivity of these measures to disease stage. Specifically, atrophy was maximal in individuals early in the disease course, whereas the rate of iron concentration increased with disease progression. CONCLUSIONS Progressive dentate nucleus abnormalities are evident in vivo in Friedreich ataxia, and the rates of change of iron concentration and atrophy in these structures are sensitive to the disease stage. The findings are consistent with an increased rate of iron concentration and atrophy early in the disease, followed by iron accumulation and stable volume in later stages. This pattern suggests that iron dysregulation persists after loss of the vulnerable neurons in the dentate. The significant changes observed over a 2-year period highlight the utility of quantitative susceptibility mapping as a longitudinal biomarker and staging tool. © 2019 International Parkinson and Movement Disorder Society.
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Affiliation(s)
- Phillip G D Ward
- Monash Biomedical Imaging, Monash University, Melbourne, Australia.,School of Psychological Sciences and Monash Institute of Cognitive and Clinical Neurosciences, Monash University, Melbourne, Australia.,Australian Research Council Centre of Excellence for Integrative Brain Function, Melbourne, Australia
| | - Ian H Harding
- School of Psychological Sciences and Monash Institute of Cognitive and Clinical Neurosciences, Monash University, Melbourne, Australia
| | - Thomas G Close
- Monash Biomedical Imaging, Monash University, Melbourne, Australia
| | - Louise A Corben
- School of Psychological Sciences and Monash Institute of Cognitive and Clinical Neurosciences, Monash University, Melbourne, Australia.,Bruce Lefroy Centre for Genetic Health Research, Murdoch Childrens Research Institute, Melbourne, Australia.,Department of Paediatrics, University of Melbourne, Parkville, Australia
| | - Martin B Delatycki
- School of Psychological Sciences and Monash Institute of Cognitive and Clinical Neurosciences, Monash University, Melbourne, Australia.,Bruce Lefroy Centre for Genetic Health Research, Murdoch Childrens Research Institute, Melbourne, Australia.,Department of Paediatrics, University of Melbourne, Parkville, Australia.,Victorian Clinical Genetics Service, Parkville, Australia
| | - Elsdon Storey
- Department of Medicine, Monash University, Melbourne, Australia
| | - Nellie Georgiou-Karistianis
- School of Psychological Sciences and Monash Institute of Cognitive and Clinical Neurosciences, Monash University, Melbourne, Australia
| | - Gary F Egan
- Monash Biomedical Imaging, Monash University, Melbourne, Australia.,School of Psychological Sciences and Monash Institute of Cognitive and Clinical Neurosciences, Monash University, Melbourne, Australia.,Australian Research Council Centre of Excellence for Integrative Brain Function, Melbourne, Australia
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18
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Vavla M, Arrigoni F, Nordio A, De Luca A, Pizzighello S, Petacchi E, Paparella G, D'Angelo MG, Brighina E, Russo E, Fantin M, Colombo P, Martinuzzi A. Functional and Structural Brain Damage in Friedreich's Ataxia. Front Neurol 2018; 9:747. [PMID: 30237783 PMCID: PMC6135889 DOI: 10.3389/fneur.2018.00747] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2018] [Accepted: 08/17/2018] [Indexed: 11/13/2022] Open
Abstract
Friedreich's ataxia (FRDA) is a rare hereditary neurodegenerative disorder caused by a GAA repeat expansion in the FXN gene. There is still no cure or quantitative biomarkers reliaby correlating with the progression rate and disease severity. Investigation of functional and structural alterations characterizing white (WM) and gray matter (GM) in FRDA are needed prerequisite to monitor progression and response to treatment. Here we report the results of a multimodal cross-sectional MRI study of FRDA including Voxel-Based Morphometry (VBM), diffusion-tensor imaging (DTI), functional MRI (fMRI), and a correlation analysis with clinical severity scores. Twenty-one early-onset FRDA patients and 18 age-matched healthy controls (HCs) were imaged at 3T. All patients underwent a complete cognitive and clinical assessment with ataxia scales. VBM analysis showed GM volume reduction in FRDA compared to HCs bilaterally in lobules V, VI, VIII (L>R), as well as in the crus of cerebellum, posterior lobe of the vermis, in the flocculi and in the left tonsil. Voxel-wise DTI analysis showed a diffuse fractional anisotropy reduction and mean, radial, axial (AD) diffusivity increase in both infratentorial and supratentorial WM. ROI-based analysis confirmed the results showing differences of the same DTI metrics in cortico-spinal-tracts, forceps major, corpus callosum, posterior thalamic radiations, cerebellar penduncles. Additionally, we observed increased AD in superior (SCP) and middle cerebellar peduncles. The WM findings correlated with age at onset (AAO), short-allelle GAA, and disease severity. The intragroup analysis of fMRI data from right-handed 14 FRDA and 15 HCs showed similar findings in both groups, including activation in M1, insula and superior cerebellar hemisphere (lobules V-VIII). Significant differences emerged only during the non-dominant hand movement, with HCs showing a stronger activation in the left superior cerebellar hemisphere compared to FRDA. Significant correlations were found between AAO and the fMRI activation in cerebellar anterior and posterior lobes, insula and temporal lobe. Our multimodal neuroimaging protocol suggests that MRI is a useful tool to document the extension of the neurological impairment in FRDA.
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Affiliation(s)
- Marinela Vavla
- Severe Developmental Disabilities Unit, Scientific Institute, IRCCS "Eugenio Medea", Conegliano, Italy
| | - Filippo Arrigoni
- Neuroimaging Lab, Scientific Institute IRCCS "Eugenio Medea", Bosisio Parini, Italy
| | - Andrea Nordio
- Neuroimaging Lab, Scientific Institute IRCCS "Eugenio Medea", Bosisio Parini, Italy.,Department of Information Engineering, University of Padova, Padova, Italy
| | - Alberto De Luca
- Neuroimaging Lab, Scientific Institute IRCCS "Eugenio Medea", Bosisio Parini, Italy
| | - Silvia Pizzighello
- Severe Developmental Disabilities Unit, Scientific Institute, IRCCS "Eugenio Medea", Conegliano, Italy
| | - Elisa Petacchi
- Severe Developmental Disabilities Unit, Scientific Institute, IRCCS "Eugenio Medea", Conegliano, Italy
| | - Gabriella Paparella
- Severe Developmental Disabilities Unit, Scientific Institute, IRCCS "Eugenio Medea", Conegliano, Italy
| | - Maria Grazia D'Angelo
- NeuroMuscular Unit, Department of NeuroRehabilitation, IRCCS "Eugenio Medea", Bosisio Parini, Italy
| | - Erika Brighina
- NeuroMuscular Unit, Department of NeuroRehabilitation, IRCCS "Eugenio Medea", Bosisio Parini, Italy
| | - Emanuela Russo
- Severe Developmental Disabilities Unit, Scientific Institute, IRCCS "Eugenio Medea", Conegliano, Italy
| | - Marianna Fantin
- Severe Developmental Disabilities Unit, Scientific Institute, IRCCS "Eugenio Medea", Conegliano, Italy
| | - Paola Colombo
- Neuroimaging Lab, Scientific Institute IRCCS "Eugenio Medea", Bosisio Parini, Italy
| | - Andrea Martinuzzi
- Severe Developmental Disabilities Unit, Scientific Institute, IRCCS "Eugenio Medea", Conegliano, Italy
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19
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Lawrenson C, Bares M, Kamondi A, Kovács A, Lumb B, Apps R, Filip P, Manto M. The mystery of the cerebellum: clues from experimental and clinical observations. CEREBELLUM & ATAXIAS 2018; 5:8. [PMID: 29610671 PMCID: PMC5877388 DOI: 10.1186/s40673-018-0087-9] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/05/2017] [Accepted: 03/15/2018] [Indexed: 11/22/2022]
Abstract
The cerebellum has a striking homogeneous cytoarchitecture and participates in both motor and non-motor domains. Indeed, a wealth of evidence from neuroanatomical, electrophysiological, neuroimaging and clinical studies has substantially modified our traditional view on the cerebellum as a sole calibrator of sensorimotor functions. Despite the major advances of the last four decades of cerebellar research, outstanding questions remain regarding the mechanisms and functions of the cerebellar circuitry. We discuss major clues from both experimental and clinical studies, with a focus on rodent models in fear behaviour, on the role of the cerebellum in motor control, on cerebellar contributions to timing and our appraisal of the pathogenesis of cerebellar tremor. The cerebellum occupies a central position to optimize behaviour, motor control, timing procedures and to prevent body oscillations. More than ever, the cerebellum is now considered as a major actor on the scene of disorders affecting the CNS, extending from motor disorders to cognitive and affective disorders. However, the respective roles of the mossy fibres, the climbing fibres, cerebellar cortex and cerebellar nuclei remains unknown or partially known at best in most cases. Research is now moving towards a better definition of the roles of cerebellar modules and microzones. This will impact on the management of cerebellar disorders.
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Affiliation(s)
- Charlotte Lawrenson
- School of Physiology, Pharmacology and Neuroscience, Biomedical Sciences Building, University of Bristol, Tankard’s Close, University Walk, Bristol, BS8 1TD UK
| | - Martin Bares
- First Department of Neurology, Faculty of Medicine, Masaryk University and St. Anne’s Teaching Hospital, Brno, Czech Republic
- Department of Neurology, School of Medicine, University of Minnesota, Minneapolis, USA
| | - Anita Kamondi
- Department of Neurology, National Institute of Clinical Neurosciences, Amerikai út 57, Budapest, 1145 Hungary
- Department of Neurology, Semmelweis University, Üllői út 26, Budapest, 1083 Hungary
| | - Andrea Kovács
- Department of Neurology, National Institute of Clinical Neurosciences, Amerikai út 57, Budapest, 1145 Hungary
- János Szentágothai Doctoral School of Neurosciences, Semmelweis University, Üllői út 26, Budapest, 1083 Hungary
| | - Bridget Lumb
- School of Physiology, Pharmacology and Neuroscience, Biomedical Sciences Building, University of Bristol, Tankard’s Close, University Walk, Bristol, BS8 1TD UK
| | - Richard Apps
- School of Physiology, Pharmacology and Neuroscience, Biomedical Sciences Building, University of Bristol, Tankard’s Close, University Walk, Bristol, BS8 1TD UK
| | - Pavel Filip
- First Department of Neurology, Faculty of Medicine, Masaryk University and St. Anne’s Teaching Hospital, Brno, Czech Republic
| | - Mario Manto
- FNRS ULB-Erasme, 808 Route de Lennik, 1070 Bruxelles, Belgium
- Service des Neurosciences, UMons, 7000 Mons, Belgium
- Department of Neurology, Centre Hospitalier Universitaire (CHU) de Charleroi, 6000 Charleroi, Belgium
- Laboratoire de Médecine Expérimentale, Site Vésale, ULB Unité 222, 6110 Montigny-le-Tilleul, Belgium
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20
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Selvadurai LP, Harding IH, Corben LA, Georgiou-Karistianis N. Cerebral abnormalities in Friedreich ataxia: A review. Neurosci Biobehav Rev 2018; 84:394-406. [DOI: 10.1016/j.neubiorev.2017.08.006] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2017] [Revised: 06/06/2017] [Accepted: 08/10/2017] [Indexed: 12/31/2022]
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