1
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Rajagopalan V, Pioro EP. Graph theory network analysis reveals widespread white matter damage in brains of patients with classic ALS. Amyotroph Lateral Scler Frontotemporal Degener 2024:1-8. [PMID: 39373307 DOI: 10.1080/21678421.2024.2410281] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2024] [Revised: 08/20/2024] [Accepted: 09/23/2024] [Indexed: 10/08/2024]
Abstract
Objective: Amyotrophic lateral sclerosis (ALS) exhibits several different presentations and clinical phenotypes. Of these, classic ALS (ALS-Cl), which is the most common phenotype, presents with relatively equal amounts of upper motor neuron and lower motor neuron signs. Magnetic resonance imaging (MRI) provides a noninvasive way to assess central nervous system damage in these patients. To our knowledge no study is available where exploratory whole brain grey matter (GM) and white matter (WM) network analysis is performed considering only the ALS-Cl subgroup of ALS patients. Methods: GM voxel-based morphometry analysis and WM network analysis using graph theory was performed in the MRI dataset of 14 neurologic controls and 25 ALS-Cl patients. Results and Conclusions: No significant GM differences were observed between ALS-Cl and neurologic controls. WM network revealed significant (p < 0.05) reduction and increase in degree measure in several extramotor brain regions of ALS-Cl patients. Both global and local graph metrics revealed significant abnormal values in ALS-Cl patients when compared to neurologic controls. Significant WM changes in ALS-Cl patients with no significant GM changes suggest that neurodegeneration may onset as an "axonopathy" in this ALS subtype.
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Affiliation(s)
- Venkateswaran Rajagopalan
- Department of Electrical and Electronics Engineering, Birla Institute of Technology and Science Pilani, Hyderabad Campus, Hyderabad, India
| | - Erik P Pioro
- Department of Neurology, Neuromuscular Center, Neurological Institute, Cleveland Clinic, Cleveland, OH, USA
- Department of Neurosciences, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA, and
- Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, BC, USA
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2
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Polverino A, Troisi Lopez E, Liparoti M, Minino R, Romano A, Cipriano L, Trojsi F, Jirsa V, Sorrentino G, Sorrentino P. Altered spreading of fast aperiodic brain waves relates to disease duration in Amyotrophic Lateral Sclerosis. Clin Neurophysiol 2024; 163:14-21. [PMID: 38663099 DOI: 10.1016/j.clinph.2024.04.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2023] [Revised: 03/27/2024] [Accepted: 04/08/2024] [Indexed: 06/15/2024]
Abstract
OBJECTIVE To test the hypothesis that patients affected by Amyotrophic Lateral Sclerosis (ALS) show an altered spatio-temporal spreading of neuronal avalanches in the brain, and that this may related to the clinical picture. METHODS We obtained the source-reconstructed magnetoencephalography (MEG) signals from thirty-six ALS patients and forty-two healthy controls. Then, we used the construct of the avalanche transition matrix (ATM) and the corresponding network parameter nodal strength to quantify the changes in each region, since this parameter provides key information about which brain regions are mostly involved in the spreading avalanches. RESULTS ALS patients presented higher values of the nodal strength in both cortical and sub-cortical brain areas. This parameter correlated directly with disease duration. CONCLUSIONS In this work, we provide a deeper characterization of neuronal avalanches propagation in ALS, describing their spatio-temporal trajectories and identifying the brain regions most likely to be involved in the process. This makes it possible to recognize the brain areas that take part in the pathogenic mechanisms of ALS. Furthermore, the nodal strength of the involved regions correlates directly with disease duration. SIGNIFICANCE Our results corroborate the clinical relevance of aperiodic, fast large-scale brain activity as a biomarker of microscopic changes induced by neurophysiological processes.
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Affiliation(s)
- Arianna Polverino
- Institute of Diagnosis and Treatment Hermitage Capodimonte, 80131 Naples, Italy
| | - Emahnuel Troisi Lopez
- Institute of Applied Sciences and Intelligent Systems of National Research Council, 80078 Pozzuoli, Italy
| | - Marianna Liparoti
- Department of Philosophical, Pedagogical and Economic-Quantitative Sciences, University of Chieti-Pescara G. D'Annunzio, 66100 Chieti, Italy
| | - Roberta Minino
- Department of Medical, Motor and Wellness Sciences, University of Naples Parthenope, 80133 Naples, Italy
| | - Antonella Romano
- Department of Medical, Motor and Wellness Sciences, University of Naples Parthenope, 80133 Naples, Italy
| | - Lorenzo Cipriano
- Department of Medical, Motor and Wellness Sciences, University of Naples Parthenope, 80133 Naples, Italy
| | - Francesca Trojsi
- Department of Advanced Medical and Surgical Sciences, University of Campania Luigi Vanvitelli, 81100 Naples, Italy
| | - Viktor Jirsa
- Institut de Neurosciences des Systèmes, Inserm, INS, Aix-Marseille University, 13005 Marseille, France
| | - Giuseppe Sorrentino
- Institute of Diagnosis and Treatment Hermitage Capodimonte, 80131 Naples, Italy; Institute of Applied Sciences and Intelligent Systems of National Research Council, 80078 Pozzuoli, Italy; Department of Medical, Motor and Wellness Sciences, University of Naples Parthenope, 80133 Naples, Italy.
| | - Pierpaolo Sorrentino
- Institute of Applied Sciences and Intelligent Systems of National Research Council, 80078 Pozzuoli, Italy; Institut de Neurosciences des Systèmes, Inserm, INS, Aix-Marseille University, 13005 Marseille, France; Department of Biomedical Sciences, University of Sassari, 07100 Sassari, Italy
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3
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Parker TD, Zimmerman KA, Laverse E, Bourke NJ, Graham NSN, Mallas EJ, Heslegrave A, Zetterberg H, Kemp S, Morris HR, Sharp DJ. Active elite rugby participation is associated with altered precentral cortical thickness. Brain Commun 2023; 5:fcad257. [PMID: 38025272 PMCID: PMC10667029 DOI: 10.1093/braincomms/fcad257] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Revised: 08/31/2023] [Accepted: 10/04/2023] [Indexed: 12/01/2023] Open
Abstract
There is growing concern that elite rugby participation may negatively influence brain health, but the underlying mechanisms are unclear. Cortical thickness is a widely applied biomarker of grey matter structure, but there is limited research into how it may be altered in active professional rugby players. Cross-sectional MRI data from 44 active elite rugby players, including 21 assessed within 1 week of head injury, and 47 healthy controls were analysed. We investigated how active elite rugby participation with and without sub-acute traumatic brain injury influenced grey matter structure using whole cortex and region of interest cortical thickness analyses. Relationships between cortical thickness and biomarkers of traumatic brain injury, including fractional anisotropy, plasma neurofilament light and glial fibrillary acidic protein, were also examined. In whole-cortex analyses, precentral cortical thickness in the right hemisphere was lower in rugby players compared with controls, which was due to reductions in non-injured players. Post hoc region of interest analyses showed non-injured rugby players had reduced cortical thickness in the inferior precentral sulcal thickness bilaterally (P = 0.005) and the left central sulcus (P = 0.037) relative to controls. In contrast, players in the sub-acute phase of mild traumatic brain injury had higher inferior precentral sulcal cortical thickness in the right hemisphere (P = 0.015). Plasma glial fibrillary acidic protein, a marker of astrocyte activation, was positively associated with right inferior precentral sulcal cortical thickness in injured rugby players (P = 0.0012). Elite rugby participation is associated with localized alterations in cortical thickness, specifically in sulcal motor regions. Sub-acute changes after mild traumatic brain injury are associated with evidence of astrocytic activation. The combination of cortical thickness and glial fibrillary acidic protein may be useful in understanding the pathophysiological relationship between sporting head injury and brain health.
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Affiliation(s)
- Thomas D Parker
- Department of Brain Sciences, Imperial College London, London, W12 0BZ, UK
- Dementia Research Institute Care, Research and Technology Centre, Imperial College London, London, W12 0BZ, UK
- UCL Institute of Neurology, London, WC1N 3BG, UK
| | - Karl A Zimmerman
- Department of Brain Sciences, Imperial College London, London, W12 0BZ, UK
- Dementia Research Institute Care, Research and Technology Centre, Imperial College London, London, W12 0BZ, UK
| | | | - Niall J Bourke
- Department of Brain Sciences, Imperial College London, London, W12 0BZ, UK
- Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, SE5 8AF, UK
| | - Neil S N Graham
- Department of Brain Sciences, Imperial College London, London, W12 0BZ, UK
- Dementia Research Institute Care, Research and Technology Centre, Imperial College London, London, W12 0BZ, UK
| | - Emma-Jane Mallas
- Department of Brain Sciences, Imperial College London, London, W12 0BZ, UK
- Dementia Research Institute Care, Research and Technology Centre, Imperial College London, London, W12 0BZ, UK
| | - Amanda Heslegrave
- UCL Institute of Neurology, London, WC1N 3BG, UK
- UK Dementia Research Institute at UCL, London, WC1N 3BG, UK
- UKDRI Fluid Biomarker Laboratory, London, WC1N 3BG, UK
| | - Henrik Zetterberg
- UCL Institute of Neurology, London, WC1N 3BG, UK
- UK Dementia Research Institute at UCL, London, WC1N 3BG, UK
- UKDRI Fluid Biomarker Laboratory, London, WC1N 3BG, UK
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, the Sahlgrenska Academy, University of Gothenburg, Mölndal, 431 41, Sweden
- Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, 413 45, Sweden
- Hong Kong Center for Neurodegenerative Diseases, Hong Kong, China
| | - Simon Kemp
- Rugby Football Union, Twickenham Stadium, Twickenham, Middlesex TW2 7BA, UK
- London School of Hygiene and Tropical Medicine, London, WC1E 7HT, UK
| | - Huw R Morris
- UCL Institute of Neurology, London, WC1N 3BG, UK
| | - David J Sharp
- Department of Brain Sciences, Imperial College London, London, W12 0BZ, UK
- Dementia Research Institute Care, Research and Technology Centre, Imperial College London, London, W12 0BZ, UK
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4
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Motor Band Sign in Motor Neuron Disease: A Marker for Upper Motor Neuron Involvement. Can J Neurol Sci 2022; 50:373-379. [PMID: 35477836 DOI: 10.1017/cjn.2022.52] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
BACKGROUND AND OBJECTIVE The prevalence and role of the motor band sign (MBS) remain unclear in motor neuron disease. We report the frequency of MBS in amyotrophic lateral sclerosis (ALS) and primary lateral sclerosis (PLS), its correlation with clinical upper motor neuron (UMN) signs, and prognostic value in ALS. METHODS We conducted a retrospective study of ALS, PLS, and controls with retrievable MRI between 2010 and 2018. We compared the frequencies of MBS across the three groups, and studied correlation between susceptibility-weighted MRI measurements in primary motor cortices and contralateral UMN features. Clinical outcomes were compared between ALS with and without MBS. RESULTS Thirteen ALS, 5 PLS, and 10 controls were included (median age 60 years, IQR 54-66 years; 14/28 males). MBS was present in 9/13 (69.2%, 95% CI 38.9-89.6%) and 4/5 (80.0%, 95% CI 29.9-99.0%) of ALS and PLS, respectively, and none in controls. 2/13 (15.4%, 95% CI 2.7-46.3%) ALS and 3/5 (60.0%, 95% CI 17.0-92.7%) PLS had MBS in the absence of corticospinal T2/FLAIR hyperintensity sign. Susceptibility measurements in left motor cortices had a significantly positive correlation with contralateral UMN signs in ALS (τb = 0.628, p = 0.03). Similar but nonsignificant trends was observed for right motor cortices in ALS (τb = 0.516, p = 0.07). There were no significant differences in mRS at last follow-up, mortality, or time from symptom onset to last follow-up between ALS patients with and without MBS. CONCLUSIONS We provide limited evidence that MBS and susceptibility quantification measurements in motor cortices may serve as surrogate markers of UMN involvement in motor neuron disease.
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5
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Lubben N, Ensink E, Coetzee GA, Labrie V. The enigma and implications of brain hemispheric asymmetry in neurodegenerative diseases. Brain Commun 2021; 3:fcab211. [PMID: 34557668 PMCID: PMC8454206 DOI: 10.1093/braincomms/fcab211] [Citation(s) in RCA: 39] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2021] [Revised: 07/16/2021] [Accepted: 08/10/2021] [Indexed: 01/15/2023] Open
Abstract
The lateralization of the human brain may provide clues into the pathogenesis and progression of neurodegenerative diseases. Though differing in their presentation and underlying pathologies, neurodegenerative diseases are all devastating and share an intriguing theme of asymmetrical pathology and clinical symptoms. Parkinson’s disease, with its distinctive onset of motor symptoms on one side of the body, stands out in this regard, but a review of the literature reveals asymmetries in several other neurodegenerative diseases. Here, we review the lateralization of the structure and function of the healthy human brain and the common genetic and epigenetic patterns contributing to the development of asymmetry in health and disease. We specifically examine the role of asymmetry in Parkinson’s disease, Alzheimer’s disease, amyotrophic lateral sclerosis, and multiple sclerosis, and interrogate whether these imbalances may reveal meaningful clues about the origins of these diseases. We also propose several hypotheses for how lateralization may contribute to the distinctive and enigmatic features of asymmetry in neurodegenerative diseases, suggesting a role for asymmetry in the choroid plexus, neurochemistry, protein distribution, brain connectivity and the vagus nerve. Finally, we suggest how future studies may reveal novel insights into these diseases through the lens of asymmetry.
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Affiliation(s)
- Noah Lubben
- Department of Neurodegenerative Science, Van Andel Institute, Grand Rapids, MI 49503, USA
| | - Elizabeth Ensink
- Department of Neurodegenerative Science, Van Andel Institute, Grand Rapids, MI 49503, USA
| | - Gerhard A Coetzee
- Department of Neurodegenerative Science, Van Andel Institute, Grand Rapids, MI 49503, USA
| | - Viviane Labrie
- Department of Neurodegenerative Science, Van Andel Institute, Grand Rapids, MI 49503, USA
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6
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Ferrea S, Junker F, Korth M, Gruhn K, Grehl T, Schmidt-Wilcke T. Cortical Thinning of Motor and Non-Motor Brain Regions Enables Diagnosis of Amyotrophic Lateral Sclerosis and Supports Distinction between Upper- and Lower-Motoneuron Phenotypes. Biomedicines 2021; 9:biomedicines9091195. [PMID: 34572380 PMCID: PMC8468309 DOI: 10.3390/biomedicines9091195] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2021] [Revised: 08/29/2021] [Accepted: 09/06/2021] [Indexed: 12/01/2022] Open
Abstract
Background: Amyotrophic lateral sclerosis (ALS) is a neurodegenerative disorder clinically characterized by muscle atrophy and progressive paralysis. In addition to the classical ALS affecting both the upper and lower motoneurons (UMN and LMN), other subtypes with the predominant (or even exclusive) affection of the UMN or LMN have been identified. This work sought to detect specific patterns of cortical brain atrophy in the UMN and LMN phenotypes to distinguish these two forms from the healthy state. Methods: Using high-resolution structural MRI and cortical thickness analysis, 38 patients with a diagnosis of ALS and predominance of either the UMN (n = 20) or the LMN (n = 18) phenotype were investigated. Results: Significant cortical thinning in the temporal lobe was found in both the ALS groups. Additionally, UMN patients displayed a significant thinning of the cortical thickness in the pre- and postcentral gyrus, as well as the paracentral lobule. By applying multivariate analyses based on the cortical thicknesses of 34 brain regions, ALS patients with either a predominant UMN or LMN phenotype were distinguished from healthy controls with an accuracy of 94% and UMN from LMN patients with an accuracy of 75%. Conclusions: These findings support previous hypothesis that neural degeneration in ALS is not confined to the sole motor regions. In addition, the amount of cortical thinning in the temporal lobe helps to distinguish ALS patients from healthy controls, that is, to support or discourage the diagnosis of ALS, while the cortical thickness of the precentral gyrus specifically helps to distinguish the UMN from the LMN phenotype.
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Affiliation(s)
- Stefano Ferrea
- Institute of Clinical Neuroscience and Medical Psychology, Medical Faculty, Heinrich-Heine-University Dusseldorf, 40225 Dusseldorf, Germany; (F.J.); (T.S.-W.)
- Correspondence:
| | - Frederick Junker
- Institute of Clinical Neuroscience and Medical Psychology, Medical Faculty, Heinrich-Heine-University Dusseldorf, 40225 Dusseldorf, Germany; (F.J.); (T.S.-W.)
| | - Mira Korth
- Evangelisches Krankenhaus Hattingen, 45525 Hattingen, Germany;
| | - Kai Gruhn
- Neuro Center Mettmann, 40822 Mettmann, Germany;
| | - Torsten Grehl
- ALS Outpatient Clinic, Alfried Krupp Krankenhaus Rüttenscheid, 45131 Essen, Germany;
| | - Tobias Schmidt-Wilcke
- Institute of Clinical Neuroscience and Medical Psychology, Medical Faculty, Heinrich-Heine-University Dusseldorf, 40225 Dusseldorf, Germany; (F.J.); (T.S.-W.)
- Neurologisches Zentrum, Bezirksklinikum Mainkofen, 94469 Deggendorf, Germany
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7
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Canna A, Trojsi F, Di Nardo F, Caiazzo G, Tedeschi G, Cirillo M, Esposito F. Combining structural and metabolic markers in a quantitative MRI study of motor neuron diseases. Ann Clin Transl Neurol 2021; 8:1774-1785. [PMID: 34342169 PMCID: PMC8419394 DOI: 10.1002/acn3.51418] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2021] [Revised: 06/13/2021] [Accepted: 06/18/2021] [Indexed: 12/22/2022] Open
Abstract
OBJECTIVE To assess the performance of a combination of three quantitative MRI markers (iron deposition, basal neuronal metabolism, and regional atrophy) for differential diagnosis between amyotrophic lateral sclerosis (ALS) and primary lateral sclerosis (PLS). METHODS In total, 33 ALS, 12 PLS, and 28 healthy control (HC) subjects underwent a 3T MRI study including single- and multi-echo sequences for gray matter (GM) volumetry and quantitative susceptibility mapping (QSM) and a pseudo-continuous arterial spin labeling (ASL) sequence for cerebral blood flow (CBF) measurement. Mean values of QSM, CBF, and GM volumes were extracted in the motor cortex, basal ganglia, thalamus, amygdala, and hippocampus. A generalized linear model was applied to the three measures to binary discriminate between groups. The diagnostic performances were evaluated via receiver operating characteristic analyses. RESULTS A significant discrimination was obtained: between ALS and HCs in the left and right motor cortex, where QSM increases were respectively associated with disability scores and disease duration; between PLS and ALS in the left motor cortex, where PLS patients resulted significantly more atrophic; between ALS and HC in the right motor cortex, where GM volumes were associated with upper motor neuron scores. Significant discrimination between ALS and HC was achieved in subcortical structures only combining all three parameters. INTERPRETATION While increased QSM values in the motor cortex of ALS patients is a consolidated finding, combining QSM, CBF, and GM volumetry shows higher diagnostic potential for differentiating ALS patients from HC subjects and, in the motor cortex, between ALS and PLS.
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Affiliation(s)
- Antonietta Canna
- Department of Advanced Medical and Surgical SciencesUniversity of Campania "Luigi Vanvitelli”NaplesItaly
| | - Francesca Trojsi
- Department of Advanced Medical and Surgical SciencesUniversity of Campania "Luigi Vanvitelli”NaplesItaly
| | - Federica Di Nardo
- Department of Advanced Medical and Surgical SciencesUniversity of Campania "Luigi Vanvitelli”NaplesItaly
| | - Giuseppina Caiazzo
- Department of Advanced Medical and Surgical SciencesUniversity of Campania "Luigi Vanvitelli”NaplesItaly
| | - Gioacchino Tedeschi
- Department of Advanced Medical and Surgical SciencesUniversity of Campania "Luigi Vanvitelli”NaplesItaly
| | - Mario Cirillo
- Department of Advanced Medical and Surgical SciencesUniversity of Campania "Luigi Vanvitelli”NaplesItaly
| | - Fabrizio Esposito
- Department of Advanced Medical and Surgical SciencesUniversity of Campania "Luigi Vanvitelli”NaplesItaly
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8
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Cheng L, Yuan Y, Tang X, Zhou Y, Luo C, Liu D, Zhang Y, Zhang J. Structural and functional underpinnings of precentral abnormalities in amyotrophic lateral sclerosis. Eur J Neurol 2021; 28:1528-1536. [PMID: 33404153 DOI: 10.1111/ene.14717] [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: 12/13/2020] [Accepted: 01/01/2021] [Indexed: 11/28/2022]
Abstract
BACKGROUND AND PURPOSE Amyotrophic lateral sclerosis (ALS) is a progressive neurodegenerative disorder characterized by the loss of both upper and lower motor neurons. Studies using various magnetic resonance imaging (MRI) analytical approaches have consistently identified significant precentral abnormalities in ALS, whereas their structural and functional underpinnings remain poorly understood. METHODS Using cortical thickness, fractional anisotropy (FA), and effective connectivity, we performed a multimodal MRI study to examine the structural and functional alterations associated with precentral abnormalities in patients with ALS (n = 60) compared with healthy controls (n = 60). RESULTS Cortical thickness analysis revealed significant cortical thinning in the right precentral gyrus (PCG), superior frontal gyrus, and superior temporal gyrus in patients with ALS. Tractwise white matter microstructure analyses revealed decreased FA in the tracts connected to the PCG cluster in patients with ALS involving the right corticospinal tract and the middle posterior body of the corpus callosum. Additionally, the cortical thickness of the PCG cluster was found to be positively correlated with FA of the tracts connected to the PCG cluster, suggesting that these two structural features are tightly coupled. Using spectral dynamic causal modelling, effective connectivity analysis among the three regions with cortical thinning revealed decreased self-inhibitory influence in the PCG cluster in patients with ALS, which might be an endophenotypic manifestation of an imbalance in inhibitory and excitatory neurotransmitters in this region. CONCLUSIONS The present data shed new light on the structural and functional underpinnings of precentral abnormalities in ALS.
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Affiliation(s)
- Luqi Cheng
- Key Laboratory for Neuroinformation of the Ministry of Education, School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, China
| | - Yumin Yuan
- School of Intelligent Technology and Engineering, Chongqing University of Science and Technology, Chongqing, China
| | - Xie Tang
- Key Laboratory for Neuroinformation of the Ministry of Education, School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, China
| | - Yuan Zhou
- CAS Key Laboratory of Behavioral Science, Institute of Psychology, Beijing, China.,Department of Psychology, University of Chinese Academy of Sciences, Beijing, China
| | - Chunxia Luo
- Department of Neurology, First Affiliated Hospital, Third Military Medical University, Chongqing, China
| | - Daihong Liu
- Department of Radiology, Chongqing University Cancer Hospital, Chongqing Cancer Institute, and Chongqing Cancer Hospital, Chongqing, China
| | - Yuanchao Zhang
- Key Laboratory for Neuroinformation of the Ministry of Education, School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, China
| | - Jiuquan Zhang
- Department of Radiology, Chongqing University Cancer Hospital, Chongqing Cancer Institute, and Chongqing Cancer Hospital, Chongqing, China
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9
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Luo C, Hu N, Xiao Y, Zhang W, Gong Q, Lui S. Comparison of Gray Matter Atrophy in Behavioral Variant Frontal Temporal Dementia and Amyotrophic Lateral Sclerosis: A Coordinate-Based Meta-Analysis. Front Aging Neurosci 2020; 12:14. [PMID: 32116647 PMCID: PMC7026505 DOI: 10.3389/fnagi.2020.00014] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2019] [Accepted: 01/16/2020] [Indexed: 02/05/2023] Open
Abstract
Background: There is growing evidence supporting behavioral variant frontotemporal dementia (bvFTD) and amyotrophic lateral sclerosis (ALS) as extreme points of a disease spectrum. The aim of this study was to delineate the common and different patterns of gray matter atrophy associated with bvFTD and with ALS by pooling together the results of previous voxel-based morphometry (VBM) studies. Methods: We retrieved VBM studies that investigated gray matter atrophy in bvFTD patients vs. controls and in ALS patients vs. controls. Stereotactic data were extracted from those studies and subsequently tested for convergence and differences using activation likelihood estimation (ALE). A behavioral analysis using the BrainMap database was performed to assess the functional roles of the regions affected by bvFTD and/or ALS. Results: Our study demonstrated a convergence of gray matter atrophy in the frontolimbic structures that involve the bilateral anterior insula and anterior cingulate cortex. Comparing the pattern of GM atrophy in bvFTD and ALS patients revealed greater atrophy in the frontomedial cortex, bilateral caudate, left anterior insula, and right thalamus in those with bvFTD and a higher degree of atrophy in the right motor cortex of those with ALS. Behavioral analysis revealed that the pattern of the affected regions contributed to the dysfunction of emotional and cognitive processing in bvFTD patients and the dysfunction of motor execution in ALS patients. Conclusion: Our results revealed a shared neural basis between bvFTD and ALS subjects, as well as a specific and distinct neural signature that underpinned the clinical manifestations of those two diseases. Those findings outlined the role of the frontomedial-caudate circuit in the development of bvFTD-like deficits in ALS patients.
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Affiliation(s)
- Chunyan Luo
- Functional and Molecular Imaging Key Laboratory of Sichuan Province, Department of Radiology, Huaxi MR Research Center (HMRRC), West China Hospital, Sichuan University, Chengdu, China.,Psychoradiology Research Unit of the Chinese Academy of Medical Sciences (2018RU011), West China Hospital of Sichuan University, Chengdu, China
| | - Na Hu
- Functional and Molecular Imaging Key Laboratory of Sichuan Province, Department of Radiology, Huaxi MR Research Center (HMRRC), West China Hospital, Sichuan University, Chengdu, China.,Psychoradiology Research Unit of the Chinese Academy of Medical Sciences (2018RU011), West China Hospital of Sichuan University, Chengdu, China
| | - Yuan Xiao
- Functional and Molecular Imaging Key Laboratory of Sichuan Province, Department of Radiology, Huaxi MR Research Center (HMRRC), West China Hospital, Sichuan University, Chengdu, China.,Psychoradiology Research Unit of the Chinese Academy of Medical Sciences (2018RU011), West China Hospital of Sichuan University, Chengdu, China
| | - Wenjing Zhang
- Functional and Molecular Imaging Key Laboratory of Sichuan Province, Department of Radiology, Huaxi MR Research Center (HMRRC), West China Hospital, Sichuan University, Chengdu, China.,Psychoradiology Research Unit of the Chinese Academy of Medical Sciences (2018RU011), West China Hospital of Sichuan University, Chengdu, China
| | - Qiyong Gong
- Functional and Molecular Imaging Key Laboratory of Sichuan Province, Department of Radiology, Huaxi MR Research Center (HMRRC), West China Hospital, Sichuan University, Chengdu, China.,Psychoradiology Research Unit of the Chinese Academy of Medical Sciences (2018RU011), West China Hospital of Sichuan University, Chengdu, China
| | - Su Lui
- Functional and Molecular Imaging Key Laboratory of Sichuan Province, Department of Radiology, Huaxi MR Research Center (HMRRC), West China Hospital, Sichuan University, Chengdu, China.,Psychoradiology Research Unit of the Chinese Academy of Medical Sciences (2018RU011), West China Hospital of Sichuan University, Chengdu, China
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10
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Gatto RG, Amin M, Finkielsztein A, Weissmann C, Barrett T, Lamoutte C, Uchitel O, Sumagin R, Mareci TH, Magin RL. Unveiling early cortical and subcortical neuronal degeneration in ALS mice by ultra-high field diffusion MRI. Amyotroph Lateral Scler Frontotemporal Degener 2019; 20:549-561. [DOI: 10.1080/21678421.2019.1620285] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Affiliation(s)
- Rodolfo G. Gatto
- Department of Bioengineering, University of Illinois at Chicago, Chicago, IL, USA,
| | - Manish Amin
- Department of Biochemistry and Molecular Biology, National High Magnetic Field Laboratory, University of Florida, Gainesville, FL, USA,
| | - Ariel Finkielsztein
- Department of Pathology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA,
| | - Carina Weissmann
- Institute for Physiology, Molecular Biology and Neurosciences (IFIBYNE CONICET-UBA), Buenos Aires, Argentina,
| | - Thomas Barrett
- Department of Biomedical Engineering, University of Florida, Gainesville, FL, USA, and
| | - Caroline Lamoutte
- Department of Microbiology, University of Florida, Gainesville, FL, USA
| | - Osvaldo Uchitel
- Institute for Physiology, Molecular Biology and Neurosciences (IFIBYNE CONICET-UBA), Buenos Aires, Argentina,
| | - Ronen Sumagin
- Department of Pathology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA,
| | - Thomas H. Mareci
- Department of Biochemistry and Molecular Biology, National High Magnetic Field Laboratory, University of Florida, Gainesville, FL, USA,
| | - Richard L. Magin
- Department of Bioengineering, University of Illinois at Chicago, Chicago, IL, USA,
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Henderson RD, Garton FC, Kiernan MC, Turner MR, Eisen A. Human cerebral evolution and the clinical syndrome of amyotrophic lateral sclerosis. J Neurol Neurosurg Psychiatry 2019; 90:570-575. [PMID: 29666205 PMCID: PMC6581076 DOI: 10.1136/jnnp-2017-317245] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/10/2018] [Revised: 03/23/2018] [Accepted: 03/29/2018] [Indexed: 12/11/2022]
Affiliation(s)
- Robert D Henderson
- Department of Neurology, Royal Brisbane and Women's Hospital, Brisbane, Queensland, Australia
| | - Fleur C Garton
- Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland, Australia
| | - Matthew C Kiernan
- Brain & Mind Centre, University of Sydney, Sydney, New South Wales, Australia
| | - Martin R Turner
- Nuffield Department of Clinical Neurosciences, Oxford University, Oxford, UK
| | - Andrew Eisen
- Division of Neurology Department of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
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12
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Christidi F, Karavasilis E, Riederer F, Zalonis I, Ferentinos P, Velonakis G, Xirou S, Rentzos M, Argiropoulos G, Zouvelou V, Zambelis T, Athanasakos A, Toulas P, Vadikolias K, Efstathopoulos E, Kollias S, Karandreas N, Kelekis N, Evdokimidis I. Gray matter and white matter changes in non-demented amyotrophic lateral sclerosis patients with or without cognitive impairment: A combined voxel-based morphometry and tract-based spatial statistics whole-brain analysis. Brain Imaging Behav 2019; 12:547-563. [PMID: 28425061 DOI: 10.1007/s11682-017-9722-y] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
The phenotypic heterogeneity in amyotrophic lateral sclerosis (ALS) implies that patients show structural changes within but also beyond the motor cortex and corticospinal tract and furthermore outside the frontal lobes, even if frank dementia is not detected. The aim of the present study was to investigate both gray matter (GM) and white matter (WM) changes in non-demented amyotrophic lateral sclerosis (ALS) patients with or without cognitive impairment (ALS-motor and ALS-plus, respectively). Nineteen ALS-motor, 31 ALS-plus and 25 healthy controls (HC) underwent 3D-T1-weighted and 30-directional diffusion-weighted imaging on a 3 T MRI scanner. Voxel-based morphometry and tract-based spatial-statistics analysis were performed to examine GM volume (GMV) changes and WM differences in fractional anisotropy (FA), axial and radial diffusivity (AD, RD, respectively). Compared to HC, ALS-motor patients showed decreased GMV in frontal and cerebellar areas and increased GMV in right supplementary motor area, while ALS-plus patients showed diffuse GMV reduction in primary motor cortex bilaterally, frontotemporal areas, cerebellum and basal ganglia. ALS-motor patients had increased GMV in left precuneus compared to ALS-plus patients. We also found decreased FA and increased RD in the corticospinal tract bilaterally, the corpus callosum and extra-motor tracts in ALS-motor patients, and decreased FA and increased AD and RD in motor and several WM tracts in ALS-plus patients, compared to HC. Multimodal neuroimaging confirms motor and extra-motor GM and WM abnormalities in non-demented cognitively-impaired ALS patients (ALS-plus) and identifies early extra-motor brain pathology in ALS patients without cognitive impairment (ALS-motor).
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Affiliation(s)
- Foteini Christidi
- First Department of Neurology, Aeginition Hospital, Medical School, National & Kapodistrian University, Athens, Greece.
| | - Efstratios Karavasilis
- Second Department of Radiology, Attikon University Hospital, Medical School, National and Kapodistrian University, Athens, Greece
| | - Franz Riederer
- Neurological Center Rosenhuegel and Karl Landsteiner Institute for Epilepsy Research and Cognitive Neurology, Vienna, Austria
| | - Ioannis Zalonis
- First Department of Neurology, Aeginition Hospital, Medical School, National & Kapodistrian University, Athens, Greece
| | - Panagiotis Ferentinos
- Second Department of Psychiatry, Attikon University Hospital, Medical School, National & Kapodistrian University, Athens, Greece
| | - Georgios Velonakis
- Second Department of Radiology, Attikon University Hospital, Medical School, National and Kapodistrian University, Athens, Greece
| | - Sophia Xirou
- First Department of Neurology, Aeginition Hospital, Medical School, National & Kapodistrian University, Athens, Greece
| | - Michalis Rentzos
- First Department of Neurology, Aeginition Hospital, Medical School, National & Kapodistrian University, Athens, Greece
| | - Georgios Argiropoulos
- Second Department of Radiology, Attikon University Hospital, Medical School, National and Kapodistrian University, Athens, Greece
| | - Vasiliki Zouvelou
- First Department of Neurology, Aeginition Hospital, Medical School, National & Kapodistrian University, Athens, Greece
| | - Thomas Zambelis
- First Department of Neurology, Aeginition Hospital, Medical School, National & Kapodistrian University, Athens, Greece
| | - Athanasios Athanasakos
- Second Department of Radiology, Attikon University Hospital, Medical School, National and Kapodistrian University, Athens, Greece
| | - Panagiotis Toulas
- Second Department of Radiology, Attikon University Hospital, Medical School, National and Kapodistrian University, Athens, Greece
| | | | - Efstathios Efstathopoulos
- Second Department of Radiology, Attikon University Hospital, Medical School, National and Kapodistrian University, Athens, Greece
| | - Spyros Kollias
- Clinic of Neuroradiology, University Hospital Zurich, Zurich, Switzerland
| | - Nikolaos Karandreas
- First Department of Neurology, Aeginition Hospital, Medical School, National & Kapodistrian University, Athens, Greece
| | - Nikolaos Kelekis
- Second Department of Radiology, Attikon University Hospital, Medical School, National and Kapodistrian University, Athens, Greece
| | - Ioannis Evdokimidis
- First Department of Neurology, Aeginition Hospital, Medical School, National & Kapodistrian University, Athens, Greece
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13
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Alruwaili AR, Pannek K, Henderson RD, Gray M, Kurniawan ND, McCombe PA. Tract integrity in amyotrophic lateral sclerosis: 6-month evaluation using MR diffusion tensor imaging. BMC Med Imaging 2019; 19:19. [PMID: 30795741 PMCID: PMC6387547 DOI: 10.1186/s12880-019-0319-3] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2018] [Accepted: 02/13/2019] [Indexed: 11/17/2022] Open
Abstract
Background This study was performed to assess changes in diffusion tensor imaging (DTI) over time in patients with amyotrophic lateral sclerosis (ALS). Methods We performed DTI in 23 ALS patients who had two magnetic resonance imaging (MRI) scans at 6 month intervals and to correlate results with clinical features. The revised ALS functional rating scale (ALSFRS–R) was administered at each clinical visit. Data analysis included voxel–based white matter tract–based spatial statistics (TBSS) and atlas–based region–of–interest (ROI) analysis of fractional anisotropy (FA) and mean diffusivity (MD). Results With TBSS, there were no significant changes between the two scans. The average change in FA and MD in the ROIs over 6 months was small and not significant after allowing for multiple comparisons. After allowing for multiple comparisons, there was no significant correlation of FA or MD with ALSFRS–R. Conclusion This study shows that there is little evidence of progressive changes in DTI over time in ALS. This could be because white matter is already substantially damaged by the time of onset of symptoms of ALS.
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Affiliation(s)
- Ashwag R Alruwaili
- Faculty of Medicine, The University of Queensland, Australia and King Saud University, Brisbane, Australia
| | - Kerstin Pannek
- The Australian e-Health Research Centre, CSIRO, Brisbane, Australia
| | - Robert D Henderson
- Department of Neurology, Faculty of Medicine, Royal Brisbane and Women's Hospital and The University of Queensland, Brisbane, Australia
| | - Marcus Gray
- Centre for Advanced Imaging, The University of Queensland, Brisbane, Australia
| | - Nyoman D Kurniawan
- Centre for Advanced Imaging, The University of Queensland, Brisbane, Australia
| | - Pamela A McCombe
- Faculty of Medicine, UQ Centre for Clinical Research, Royal Brisbane and Women's Hospital, The University of Queensland, Herston, QLD, 4029, Australia.
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14
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Mazón M, Vázquez Costa JF, Ten-Esteve A, Martí-Bonmatí L. Imaging Biomarkers for the Diagnosis and Prognosis of Neurodegenerative Diseases. The Example of Amyotrophic Lateral Sclerosis. Front Neurosci 2018; 12:784. [PMID: 30410433 PMCID: PMC6209630 DOI: 10.3389/fnins.2018.00784] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2018] [Accepted: 10/10/2018] [Indexed: 12/17/2022] Open
Abstract
The term amyotrophic lateral sclerosis (ALS) comprises a heterogeneous group of fatal neurodegenerative disorders of largely unknown etiology characterized by the upper motor neurons (UMN) and/or lower motor neurons (LMN) degeneration. The development of brain imaging biomarkers is essential to advance in the diagnosis, stratification and monitoring of ALS, both in the clinical practice and clinical trials. In this review, the characteristics of an optimal imaging biomarker and common pitfalls in biomarkers evaluation will be discussed. Moreover, the development and application of the most promising brain magnetic resonance (MR) imaging biomarkers will be reviewed. Finally, the integration of both qualitative and quantitative multimodal brain MR biomarkers in a structured report will be proposed as a support tool for ALS diagnosis and stratification.
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Affiliation(s)
- Miguel Mazón
- Radiology and Biomedical Imaging Research Group (GIBI230), La Fe University and Polytechnic Hospital and La Fe Health Research Institute, Valencia, Spain
| | - Juan Francisco Vázquez Costa
- Neuromuscular Research Unit, Instituto de Investigación Sanitaria la Fe (IIS La Fe), Valencia, Spain
- ALS Unit, Department of Neurology, Hospital Universitario y Politécnico La Fe, Valencia, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER), Valencia, Spain
| | - Amadeo Ten-Esteve
- Radiology and Biomedical Imaging Research Group (GIBI230), La Fe University and Polytechnic Hospital and La Fe Health Research Institute, Valencia, Spain
| | - Luis Martí-Bonmatí
- Radiology and Biomedical Imaging Research Group (GIBI230), La Fe University and Polytechnic Hospital and La Fe Health Research Institute, Valencia, Spain
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15
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Consonni M, Contarino VE, Catricalà E, Dalla Bella E, Pensato V, Gellera C, Lauria G, Cappa SF. Cortical markers of cognitive syndromes in amyotrophic lateral sclerosis. NEUROIMAGE-CLINICAL 2018; 19:675-682. [PMID: 30023173 PMCID: PMC6046611 DOI: 10.1016/j.nicl.2018.05.020] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/07/2017] [Revised: 05/14/2018] [Accepted: 05/16/2018] [Indexed: 12/12/2022]
Abstract
Amyotrophic lateral sclerosis (ALS) can be associated with a spectrum of cognitive and behavioural symptoms, but the related patterns of focal cortical atrophy in non-demented ALS patients remain largely unknown. We enrolled 48 non-demented ALS patients and 26 healthy controls for a comprehensive neuropsychological assessment and a magnetic resonance exam. Behavioural and cognitive impairment was defined on the basis of a data-driven multi-domain approach in 21 ALS patients. Averaged cortical thickness of 74 bilateral brain regions was used as a measure of cortical atrophy. Cortical thinning in a fronto-parietal network, suggesting a disease-specific pattern of neurodegeneration, was present in all patients, independent of cognitive and behavioural status. Between-group and correlational analyses revealed that inferior frontal, temporal, cingular and insular thinning are markers for cognitive and behavioural deficits, with language impairment mainly related to left temporal pole and insular involvement. These specific correlates support the concept of a spectrum of deficits, with an overlap between the ALS cognitive phenotypes and the syndromes of frontotemporal dementia. Language, social cognition and executive dysfunctions are frequent symptoms in ALS. Fronto-parietal cortical thinning is present in non-demented ALS patients. Temporal, cingular and insular thinning are markers for cognitive impairment in ALS. Left temporal pole and insular thinning is linked to language impairment in ALS.
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Key Words
- ALS, amyotrophic lateral sclerosis
- ALSbi, ALS with mild behavioural impairment
- ALSci, ALS with mild cognitive impairment
- ALScn, cognitively-normal ALS
- ALSimp, ALS with cognitive and/or behavioural impairment
- Amyotrophic lateral sclerosis
- C9+ ALS, ALS harbouring C9orf72 repeat expansion
- C9– ALS, ALS without C9orf repeat expansion
- CT, cortical thickness
- Cognitive impairment
- Cognitive profiles
- Cortical thickness
- FTD, frontotemporal dementia
- GM, grey matter
- HC, healthy control
- MD, multi-domain
- Temporal lobe
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Affiliation(s)
- Monica Consonni
- 3rd Neurology Unit and Motor Neuron Diseases Centre, Department of Clinical Neurosciences, IRCCS Foundation "Carlo Besta" Neurological Institute, Via Celoria 11, 20133 Milan, Italy.
| | - Valeria E Contarino
- Neuroradiology Unit, IRCCS Foundation "Carlo Besta" Neurological Institute, Via Celoria 11, 20133 Milan, Italy
| | - Eleonora Catricalà
- Institute for Advanced Study-IUSS Pavia, Palazzo del Broletto e Piazza Vittoria 15, 27100 Pavia, Italy
| | - Eleonora Dalla Bella
- 3rd Neurology Unit and Motor Neuron Diseases Centre, Department of Clinical Neurosciences, IRCCS Foundation "Carlo Besta" Neurological Institute, Via Celoria 11, 20133 Milan, Italy
| | - Viviana Pensato
- Genetics of Neurodegenerative and Metabolic Diseases Unit and Motor Neuron Diseases Centre, Department of Clinical Neurosciences, IRCCS Foundation 'Carlo Besta' Neurological Institute, Via Celoria 11, 20133 Milan, Italy
| | - Cinzia Gellera
- Genetics of Neurodegenerative and Metabolic Diseases Unit and Motor Neuron Diseases Centre, Department of Clinical Neurosciences, IRCCS Foundation 'Carlo Besta' Neurological Institute, Via Celoria 11, 20133 Milan, Italy
| | - Giuseppe Lauria
- 3rd Neurology Unit and Motor Neuron Diseases Centre, Department of Clinical Neurosciences, IRCCS Foundation "Carlo Besta" Neurological Institute, Via Celoria 11, 20133 Milan, Italy; Department of Biomedical and Clinical Sciences "Luigi Sacco", University of Milan, Italy
| | - Stefano F Cappa
- Institute for Advanced Study-IUSS Pavia, Palazzo del Broletto e Piazza Vittoria 15, 27100 Pavia, Italy; IRCCS S. Giovanni di Dio Fatebenefratelli, via Pilastroni 4, 25125 Brescia, Italy
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16
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A combined tract-based spatial statistics and voxel-based morphometry study of the first MRI scan after diagnosis of amyotrophic lateral sclerosis with subgroup analysis. J Neuroradiol 2018; 45:41-48. [DOI: 10.1016/j.neurad.2017.03.007] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2016] [Revised: 12/25/2016] [Accepted: 03/29/2017] [Indexed: 12/11/2022]
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17
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Low signal intensity in motor cortex on susceptibility-weighted MR imaging is correlated with clinical signs of amyotrophic lateral sclerosis: a pilot study. J Neurol 2018; 265:552-561. [PMID: 29356968 DOI: 10.1007/s00415-017-8728-0] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2017] [Revised: 12/26/2017] [Accepted: 12/29/2017] [Indexed: 12/19/2022]
Abstract
There is no reliable objective indicator for upper motor neuron dysfunction in amyotrophic lateral sclerosis (ALS). To determine the clinical significance and potential utility of magnetic resonance (MR) signals, we investigated the relationship between clinical symptoms and susceptibility changes in the motor cortex measured using susceptibility-weighted MR imaging taken by readily available 3-T MRI in clinical practice. Twenty-four ALS patients and 14 control subjects underwent 3-T MR T1-weighted imaging and susceptibility-weighted MR imaging with the principles of echo-shifting with a train of observations (PRESTO) sequence. We analysed relationships between relative susceptibility changes in the motor cortex assessed using voxel-based analysis (VBA) and clinical scores, including upper motor neuron score, ALS functional rating scale revised score, and Medical Research Council sum score on physical examination. Patients with ALS exhibited significantly lower signal intensity in the precentral gyrus on susceptibility-weighted MR imaging compared with controls. Clinical scores were significantly correlated with susceptibility changes. Importantly, the extent of the susceptibility changes in the bilateral precentral gyri was significantly correlated with upper motor neuron scores. The results of our pilot study using VBA indicated that low signal intensity in motor cortex on susceptibility-weighted MR imaging may correspond to clinical symptoms, particularly upper motor neuron dysfunction. Susceptibility-weighted MR imaging may be a useful diagnostic tool as an objective indicator of upper motor neuron dysfunction.
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18
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Sangari S, Giron A, Marrelec G, Pradat PF, Marchand-Pauvert V. Abnormal cortical brain integration of somatosensory afferents in ALS. Clin Neurophysiol 2017; 129:874-884. [PMID: 29317192 DOI: 10.1016/j.clinph.2017.12.008] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2017] [Revised: 11/25/2017] [Accepted: 12/11/2017] [Indexed: 12/12/2022]
Abstract
OBJECTIVES Infraclinical sensory alterations have been reported at early stages of amyotrophic lateral sclerosis (ALS). While previous studies mainly focused on early somatosensory evoked potentials (SEPs), late SEPs, which reflect on cortical pathways involved in cognitive-motor functions, are relatively underinvestigated. Early and late SEPs were compared to assess their alterations in ALS. METHODS Median and ulnar nerves were electrically stimulated at the wrist, at 9 times the perceptual threshold, in 21 ALS patients without clinical evidence of sensory deficits, and 21 age- and gender-matched controls. SEPs were recorded at the Erb point using surface electrodes and using a needle inserted in the scalp, in front of the primary somatosensory area (with reference electrode on the ear lobe). RESULTS Compared to controls, ALS patients showed comparable peripheral (N9) and early cortical component (N20, P25, N30) reductions, while the late cortical components (N60, P100) were more depressed than the early ones. CONCLUSIONS The peripheral sensory alteration likely contributed to late SEP depression to a lesser extent than that of early SEPs. SIGNIFICANCE Late SEPs may provide new insights on abnormal cortical excitability affecting brain areas involved in cognitive-motor functions.
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Affiliation(s)
- Sina Sangari
- Sorbonne Universités, UPMC Univ Paris 06, CNRS, Inserm, Laboratoire d'Imagerie Biomédicale, F-75013 Paris, France
| | - Alain Giron
- Sorbonne Universités, UPMC Univ Paris 06, CNRS, Inserm, Laboratoire d'Imagerie Biomédicale, F-75013 Paris, France
| | - Guillaume Marrelec
- Sorbonne Universités, UPMC Univ Paris 06, CNRS, Inserm, Laboratoire d'Imagerie Biomédicale, F-75013 Paris, France
| | - Pierre-François Pradat
- Sorbonne Universités, UPMC Univ Paris 06, CNRS, Inserm, Laboratoire d'Imagerie Biomédicale, F-75013 Paris, France; Département de Neurologie, AP-HP, Hôpital Pitié-Salpêtrière, F-75013 Paris, France
| | - Véronique Marchand-Pauvert
- Sorbonne Universités, UPMC Univ Paris 06, CNRS, Inserm, Laboratoire d'Imagerie Biomédicale, F-75013 Paris, France.
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19
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Donatelli G, Retico A, Caldarazzo Ienco E, Cecchi P, Costagli M, Frosini D, Biagi L, Tosetti M, Siciliano G, Cosottini M. Semiautomated Evaluation of the Primary Motor Cortex in Patients with Amyotrophic Lateral Sclerosis at 3T. AJNR Am J Neuroradiol 2017; 39:63-69. [PMID: 29122765 DOI: 10.3174/ajnr.a5423] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2017] [Accepted: 08/13/2017] [Indexed: 11/07/2022]
Abstract
BACKGROUND AND PURPOSE Amyotrophic lateral sclerosis is a neurodegenerative disease involving the upper and lower motor neurons. In amyotrophic lateral sclerosis, pathologic changes in the primary motor cortex include Betz cell depletion and the presence of reactive iron-loaded microglia, detectable on 7T MR images as atrophy and T2*-hypointensity. Our purposes were the following: 1) to investigate the signal hypointensity-to-thickness ratio of the primary motor cortex as a radiologic marker of upper motor neuron involvement in amyotrophic lateral sclerosis with a semiautomated method at 3T, 2) to compare 3T and 7T results, and 3) to evaluate whether semiautomated measurement outperforms visual image assessment. MATERIALS AND METHODS We investigated 27 patients and 13 healthy subjects at 3T, and 19 patients and 18 healthy subjects at 7T, performing a high-resolution 3D multiecho T2*-weighted sequence targeting the primary motor cortex. The signal hypointensity-to-thickness ratio of the primary motor cortex was calculated with a semiautomated method depicting signal intensity profiles of the cortex. Images were also visually classified as "pathologic" or "nonpathologic" based on the primary motor cortex signal intensity and thickness. RESULTS The signal hypointensity-to-thickness ratio of the primary motor cortex was greater in patients than in controls (P < .001), and it correlated with upper motor neuron impairment in patients (ρ = 0.57, P < .001). The diagnostic accuracy of the signal hypointensity-to-thickness ratio was high at 3T (area under the curve = 0.89) and even higher at 7T (area under the curve = 0.94). The sensitivity of the semiautomated method (0.81) outperformed the sensitivity of the visual assessment (0.56-0.63) at 3T. CONCLUSIONS The signal hypointensity-to-thickness ratio of the primary motor cortex calculated with a semiautomated method is suggested as a radiologic marker of upper motor neuron burden in patients with amyotrophic lateral sclerosis. This semiautomated method may be useful for improving the subjective radiologic evaluation of upper motor neuron pathology in patients suspected of having amyotrophic lateral sclerosis.
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Affiliation(s)
- G Donatelli
- From the Department of Translational Research and New Technologies in Medicine and Surgery (G.D., P.C., M. Cosottini)
| | - A Retico
- National Institute for Nuclear Physics (A.R.), Pisa Division, Pisa, Italy
| | - E Caldarazzo Ienco
- Neurology Unit, Department of Clinical and Experimental Medicine (E.C.I., D.F., G.S.), University of Pisa, Pisa, Italy
| | - P Cecchi
- From the Department of Translational Research and New Technologies in Medicine and Surgery (G.D., P.C., M. Cosottini)
| | - M Costagli
- Imago7 Research Foundation (M. Costagli, L.B., M.T.), Pisa, Italy.,Laboratory of Medical Physics and Biotechnologies for Magnetic Resonance (M. Costagli, L.B., M.T.), Istituto di Ricovero e Cura a Carattere Scientifico Stella Maris, Pisa, Italy
| | - D Frosini
- Neurology Unit, Department of Clinical and Experimental Medicine (E.C.I., D.F., G.S.), University of Pisa, Pisa, Italy
| | - L Biagi
- Imago7 Research Foundation (M. Costagli, L.B., M.T.), Pisa, Italy.,Laboratory of Medical Physics and Biotechnologies for Magnetic Resonance (M. Costagli, L.B., M.T.), Istituto di Ricovero e Cura a Carattere Scientifico Stella Maris, Pisa, Italy
| | - M Tosetti
- Imago7 Research Foundation (M. Costagli, L.B., M.T.), Pisa, Italy.,Laboratory of Medical Physics and Biotechnologies for Magnetic Resonance (M. Costagli, L.B., M.T.), Istituto di Ricovero e Cura a Carattere Scientifico Stella Maris, Pisa, Italy
| | - G Siciliano
- Neurology Unit, Department of Clinical and Experimental Medicine (E.C.I., D.F., G.S.), University of Pisa, Pisa, Italy
| | - M Cosottini
- From the Department of Translational Research and New Technologies in Medicine and Surgery (G.D., P.C., M. Cosottini)
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20
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Wang Y, Li X, Chen W, Wang Z, Xu Y, Luo J, Lin H, Sun G. Detecting neuronal dysfunction of hand motor cortex in ALS: A MRSI study. Somatosens Mot Res 2017; 34:15-20. [PMID: 28114839 DOI: 10.1080/08990220.2016.1275544] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
BACKGROUND Although hand motor cortex (HMC) has been constantly used for identification of primary motor cortex in magnetic resonance spectroscopy (MRS) studies of amyotrophic lateral sclerosis (ALS), neurochemical profiles of HMC have never been assessed independently. As HMC has a constant location and the clinic-anatomic correlation between hand motor function and HMC has been established, we hypothesize that HMC may serve as a promising region of interest in diagnosing ALS. PATIENTS AND METHODS Fourteen ALS patients and 14 age- and gender-matched healthy controls (HC) were recruited in this study. An optimized magnetic resonance spectroscopic imaging (MRSI) method was developed and for each subject bilateral HMC areas were scanned separately (two-dimensional multi-voxel MRSI, voxel size 0.56 cm3). N-acetyl aspartate (NAA)-creatine (Cr) ratio was measured from HMC and the adjacent postcentral gyrus. RESULTS Compared with HC, NAA/Cr ratios from HMC and the postcentral gyrus were significantly reduced in ALS. However, in each group the difference of NAA/Cr ratios between HMC and the postcentral gyrus was not significant. Limb predominance of HMC was not found in either ALS or HC. In ALS, there was a significant difference in NAA/Cr ratio between the most affected HMC and the less affected HMC. A positive relationship between NAA/Cr ratio of HMC and the severity of hand strength (assessed by finger tapping speed) was demonstrated. CONCLUSION Neuronal dysfunction of HMC can differentiate ALS patients from HC when represented as reduced NAA/Cr ratio. Postcentral gyrus could not serve as normal internal reference tissue in diagnosing ALS. Asymmetrical NAA/Cr ratios from bilateral HMC may serve as a promising diagnostic biomarker of ALS at the individual level.
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Affiliation(s)
- Yuzhou Wang
- a Department of Neurology , Guangdong 999 Brain Hospital , Guangzhou , China
| | - Xiaodi Li
- a Department of Neurology , Guangdong 999 Brain Hospital , Guangzhou , China
| | - Wenming Chen
- a Department of Neurology , Guangdong 999 Brain Hospital , Guangzhou , China
| | - Zhanhang Wang
- a Department of Neurology , Guangdong 999 Brain Hospital , Guangzhou , China
| | - Yan Xu
- a Department of Neurology , Guangdong 999 Brain Hospital , Guangzhou , China
| | - Jingpan Luo
- a Department of Neurology , Guangdong 999 Brain Hospital , Guangzhou , China
| | - Hanbo Lin
- b Department of Neuroradiology , Guangdong 999 Brain Hospital , Guangzhou , China
| | - Guijun Sun
- b Department of Neuroradiology , Guangdong 999 Brain Hospital , Guangzhou , China
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21
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Grolez G, Moreau C, Danel-Brunaud V, Delmaire C, Lopes R, Pradat PF, El Mendili MM, Defebvre L, Devos D. The value of magnetic resonance imaging as a biomarker for amyotrophic lateral sclerosis: a systematic review. BMC Neurol 2016; 16:155. [PMID: 27567641 PMCID: PMC5002331 DOI: 10.1186/s12883-016-0672-6] [Citation(s) in RCA: 52] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2016] [Accepted: 08/10/2016] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND Amyotrophic lateral sclerosis (ALS) is a fatal, rapidly progressive neurodegenerative disease that mainly affects the motor system. A number of potentially neuroprotective and neurorestorative disease-modifying drugs are currently in clinical development. At present, the evaluation of a drug's clinical efficacy in ALS is based on the ALS Functional Rating Scale Revised, motor tests and survival. However, these endpoints are general, variable and late-stage measures of the ALS disease process and thus require the long-term assessment of large cohorts. Hence, there is a need for more sensitive radiological biomarkers. Various sequences for magnetic resonance imaging (MRI) of the brain and spinal cord have may have value as surrogate biomarkers for use in future clinical trials. Here, we review the MRI findings in ALS, their clinical correlations, and their limitations and potential role as biomarkers. METHODS The PubMed database was screened to identify studies using MRI in ALS. We included general MRI studies with a control group and an ALS group and longitudinal studies even if a control group was lacking. RESULTS A total of 116 studies were analysed with MRI data and clinical correlations. The most disease-sensitive MRI patterns are in motor regions but the brain is more broadly affected. CONCLUSION Despite the existing MRI biomarkers, there is a need for large cohorts with long term MRI and clinical follow-up. MRI assessment could be improved by standardized MRI protocols with multicentre studies.
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Affiliation(s)
- G. Grolez
- Department of Movement Disorders and Neurology, Lille University Hospital, Faculty of Medicine, University of Lille, Lille, France
- INSERM U1171, Lille University Hospital, Faculty of Medicine, University of Lille, Lille, France
| | - C. Moreau
- Department of Movement Disorders and Neurology, Lille University Hospital, Faculty of Medicine, University of Lille, Lille, France
- INSERM U1171, Lille University Hospital, Faculty of Medicine, University of Lille, Lille, France
| | - V. Danel-Brunaud
- Department of Movement Disorders and Neurology, Lille University Hospital, Faculty of Medicine, University of Lille, Lille, France
- INSERM U1171, Lille University Hospital, Faculty of Medicine, University of Lille, Lille, France
| | - C. Delmaire
- INSERM U1171, Lille University Hospital, Faculty of Medicine, University of Lille, Lille, France
- Department of Neuroradiology, Lille University Hospital, Faculty of Medicine, University of Lille, Lille, France
| | - R. Lopes
- INSERM U1171, Lille University Hospital, Faculty of Medicine, University of Lille, Lille, France
- Department of Neuroradiology, Lille University Hospital, Faculty of Medicine, University of Lille, Lille, France
| | - P. F. Pradat
- Laboratoire d’Imagerie Biomédicale, Sorbonne Universités, UPMC Univ Paris 06, CNRS, INSERM, Paris, France
- Département des Maladies du Système Nerveux, Groupe Hospitalier Pitié-Salpêtrière, APHP, Paris, France
| | - M. M. El Mendili
- Laboratoire d’Imagerie Biomédicale, Sorbonne Universités, UPMC Univ Paris 06, CNRS, INSERM, Paris, France
| | - L. Defebvre
- Department of Movement Disorders and Neurology, Lille University Hospital, Faculty of Medicine, University of Lille, Lille, France
- INSERM U1171, Lille University Hospital, Faculty of Medicine, University of Lille, Lille, France
| | - D. Devos
- Department of Movement Disorders and Neurology, Lille University Hospital, Faculty of Medicine, University of Lille, Lille, France
- INSERM U1171, Lille University Hospital, Faculty of Medicine, University of Lille, Lille, France
- Department of Medical Pharmacology, Lille University Hospital, Faculty of Medicine, University of Lille, Lille, France
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Shen D, Cui L, Fang J, Cui B, Li D, Tai H. Voxel-Wise Meta-Analysis of Gray Matter Changes in Amyotrophic Lateral Sclerosis. Front Aging Neurosci 2016; 8:64. [PMID: 27065078 PMCID: PMC4811926 DOI: 10.3389/fnagi.2016.00064] [Citation(s) in RCA: 42] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2015] [Accepted: 03/14/2016] [Indexed: 12/11/2022] Open
Abstract
Background: Increasing neuroimaging studies have revealed gray matter (GM) anomalies of several brain regions by voxel-based morphometry (VBM) studies in patients with amyotrophic lateral sclerosis (ALS). A voxel-wise meta-analysis was conducted to integrate the reported studies to determine the consistent GM alterations in ALS based on VBM methods. Methods: Ovid Medline, Pubmed, Emabase, and BrainMap database were searched for relevant studies.Data were extracted by two independent researchers. Voxel-wise meta-analysis was performed using the effect-size signed differential mapping (ES-SDM) software. Results: Twenty-nine VBM studies comprising 638 subjects with ALS and 622 healthy controls (HCs) met inclusion criteria.The global GM volumes of ALS patients were significantly decreased compared with those of HCs. GM reductions in patients were mainly located in the right precentral gyrus, the left Rolandic operculum, the left lenticular nucleus and the right anterior cingulate/paracingulate gyri. The right precentral gyrus and the left inferior frontal gyrus might be potential anatomical biomarkers to evaluate the severity of the disease, and longer disease duration was associated with more GM atrophy in the left frontal aslant tract and the right precentral gyrus in ALS patients. Conclusion: The results support that ALS is a complex degenerative disease involving multisystems besides the motor system.The mechanism of asymmetric atrophy of the motor cortex and the implication of Rolandic operculum involvement in ALS need to be further elucidated in future studies.
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Affiliation(s)
- Dongchao Shen
- Department of Neurology, Peking Union Medical College Hospital, Peking Union Medical College and Chinese Academy of Medical Sciences Beijing, China
| | - Liying Cui
- Department of Neurology, Peking Union Medical College Hospital, Peking Union Medical College and Chinese Academy of Medical SciencesBeijing, China; Neuroscience Center, Chinese Academy of Medical SciencesBeijing, China
| | - Jia Fang
- Department of Neurology, Peking Union Medical College Hospital, Peking Union Medical College and Chinese Academy of Medical Sciences Beijing, China
| | - Bo Cui
- Department of Neurology, Peking Union Medical College Hospital, Peking Union Medical College and Chinese Academy of Medical Sciences Beijing, China
| | - Dawei Li
- Department of Neurology, Peking Union Medical College Hospital, Peking Union Medical College and Chinese Academy of Medical Sciences Beijing, China
| | - Hongfei Tai
- Department of Neurology, Peking Union Medical College Hospital, Peking Union Medical College and Chinese Academy of Medical Sciences Beijing, China
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Motor and extra-motor gray matter atrophy in amyotrophic lateral sclerosis: quantitative meta-analyses of voxel-based morphometry studies. Neurobiol Aging 2015; 36:3288-3299. [PMID: 26362941 DOI: 10.1016/j.neurobiolaging.2015.08.018] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2015] [Revised: 08/11/2015] [Accepted: 08/14/2015] [Indexed: 02/05/2023]
Abstract
Considerable evidence from previous voxel-based morphometry studies indicates widespread but heterogeneous gray matter (GM) deficits in amyotrophic lateral sclerosis (ALS). Here, we aimed to investigate the concurrence across voxel-based morphometry studies to help clarify the spatial pattern of GM abnormalities that underlie this condition. Comprehensive meta-analyses to assess regional GM anomalies in ALS were conducted with the Anisotropic Effect Size version of Signed Differential Mapping software package. Twenty studies, which reported 22 comparisons and were composed of 454 ALS patients and 426 healthy controls, were included in the meta-analyses. Regional GM atrophy in ALS was consistently found in the frontal, temporal, and somatosensory areas. Meta-regression demonstrated that the disease duration, disease severity, and age were significantly related to GM deficits in ALS patients. The present meta-analysis provides convergent evidence that ALS is a multisystem degenerative disorder that is accompanied by a unique and widespread pattern of robust cortical GM atrophy. Future studies should investigate whether this atrophy pattern is a diagnostic and prognostic marker.
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