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Sigurdsson HP, Alcock L, Firbank M, Wilson R, Brown P, Maxwell R, Bennett E, Pavese N, Brooks DJ, Rochester L. Developing a novel dual-injection FDG-PET imaging methodology to study the functional neuroanatomy of gait. Neuroimage 2024; 288:120531. [PMID: 38331333 DOI: 10.1016/j.neuroimage.2024.120531] [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: 06/03/2023] [Revised: 01/26/2024] [Accepted: 02/05/2024] [Indexed: 02/10/2024] Open
Abstract
Gait is an excellent indicator of physical, emotional, and mental health. Previous studies have shown that gait impairments in ageing are common, but the neural basis of these impairments are unclear. Existing methodologies are suboptimal and novel paradigms capable of capturing neural activation related to real walking are needed. In this study, we used a hybrid PET/MR system and measured glucose metabolism related to both walking and standing with a dual-injection paradigm in a single study session. For this study, 15 healthy older adults (10 females, age range: 60.5-70.7 years) with normal cognition were recruited from the community. Each participant received an intravenous injection of [18F]-2-fluoro-2-deoxyglucose (FDG) before engaging in two distinct tasks, a static postural control task (standing) and a walking task. After each task, participants were imaged. To discern independent neural functions related to walking compared to standing, we applied a bespoke dose correction to remove the residual 18F signal of the first scan (PETSTAND) from the second scan (PETWALK) and proportional scaling to the global mean, cerebellum, or white matter (WM). Whole-brain differences in walking-elicited neural activity measured with FDG-PET were assessed using a one-sample t-test. In this study, we show that a dual-injection paradigm in healthy older adults is feasible with biologically valid findings. Our results with a dose correction and scaling to the global mean showed that walking, compared to standing, increased glucose consumption in the cuneus (Z = 7.03), the temporal gyrus (Z = 6.91) and the orbital frontal cortex (Z = 6.71). Subcortically, we observed increased glucose metabolism in the supraspinal locomotor network including the thalamus (Z = 6.55), cerebellar vermis and the brainstem (pedunculopontine/mesencephalic locomotor region). Exploratory analyses using proportional scaling to the cerebellum and WM returned similar findings. Here, we have established the feasibility and tolerability of a novel method capable of capturing neural activations related to actual walking and extended previous knowledge including the recruitment of brain regions involved in sensory processing. Our paradigm could be used to explore pathological alterations in various gait disorders.
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Affiliation(s)
- Hilmar P Sigurdsson
- Clinical Ageing Research Unit, Translational and Clinical Research Institute, Faculty of Medical Sciences, Campus for Aging and Vitality, Newcastle University, Newcastle Upon Tyne NE4 5PL, UK.
| | - Lisa Alcock
- Clinical Ageing Research Unit, Translational and Clinical Research Institute, Faculty of Medical Sciences, Campus for Aging and Vitality, Newcastle University, Newcastle Upon Tyne NE4 5PL, UK; National Institute for Health and Care Research (NIHR) Newcastle Biomedical Research Centre (BRC), Newcastle University and The Newcastle Upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
| | - Michael Firbank
- Clinical Ageing Research Unit, Translational and Clinical Research Institute, Faculty of Medical Sciences, Campus for Aging and Vitality, Newcastle University, Newcastle Upon Tyne NE4 5PL, UK
| | - Ross Wilson
- Clinical Ageing Research Unit, Translational and Clinical Research Institute, Faculty of Medical Sciences, Campus for Aging and Vitality, Newcastle University, Newcastle Upon Tyne NE4 5PL, UK
| | - Philip Brown
- National Institute for Health and Care Research (NIHR) Newcastle Biomedical Research Centre (BRC), Newcastle University and The Newcastle Upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
| | - Ross Maxwell
- Clinical Ageing Research Unit, Translational and Clinical Research Institute, Faculty of Medical Sciences, Campus for Aging and Vitality, Newcastle University, Newcastle Upon Tyne NE4 5PL, UK
| | | | - Nicola Pavese
- Clinical Ageing Research Unit, Translational and Clinical Research Institute, Faculty of Medical Sciences, Campus for Aging and Vitality, Newcastle University, Newcastle Upon Tyne NE4 5PL, UK; Department of Nuclear Medicine and PET, Institute of Clinical Medicine, Aarhus University, Denmark
| | - David J Brooks
- Clinical Ageing Research Unit, Translational and Clinical Research Institute, Faculty of Medical Sciences, Campus for Aging and Vitality, Newcastle University, Newcastle Upon Tyne NE4 5PL, UK; Department of Nuclear Medicine and PET, Institute of Clinical Medicine, Aarhus University, Denmark
| | - Lynn Rochester
- Clinical Ageing Research Unit, Translational and Clinical Research Institute, Faculty of Medical Sciences, Campus for Aging and Vitality, Newcastle University, Newcastle Upon Tyne NE4 5PL, UK; National Institute for Health and Care Research (NIHR) Newcastle Biomedical Research Centre (BRC), Newcastle University and The Newcastle Upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
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Welter ML, Vasseur A, Edragas R, Chaumont H, Pineau F, Mangone G, Olivier C, Leber I, Rivaud-Pechoux S, Lehericy S, Gallea C, Yahia-Cherif L, Lannuzel A. Brain dysfunction in gait disorders of Caribbean atypical Parkinsonism and progressive supranuclear palsy patients: A comparative study. Neuroimage Clin 2023; 38:103443. [PMID: 37247501 PMCID: PMC10236465 DOI: 10.1016/j.nicl.2023.103443] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Revised: 05/19/2023] [Accepted: 05/21/2023] [Indexed: 05/31/2023]
Abstract
INTRODUCTION Gait disorders and falls occur early in progressive supranuclear palsy (PSP-RS) and Caribbean atypical parkinsonism (Caribbean AP). However, the link between these signs and brain lesions has never been explored in these patient populations. Here, we investigate and compare the imaging factors that relate to gait and balance disorders in Caribbean AP and PSP-RS patients. METHODS We assessed gait and balance using clinical scales and gait recordings in 16 Caribbean AP and 15 PSP-RS patients and 17 age-matched controls. We measured the grey and white matter brain volumes on 3 T brain MRI images. We performed a principal component analysis (PCA) including all the data to determine differences and similarities between groups, and explore the relationship between gait disorders and brain volumes. RESULTS Both Caribbean AP patients and PSP-RS have marked gait and balance disorders with similar severity. In both groups, gait and balance disorders were found to be most strongly related to structural changes in the lateral cerebellum, caudate nucleus, and fronto-parietal areas. In Caribbean AP patients, gait disorders were also related to additional changes in the cortex, including frontal, insular, temporal and cuneus lobes, whereas in PSP-RS patients, additional white matter changes involved the mesencephalon and parahippocampal gyrus. CONCLUSION Gait and balance disorders in Caribbean AP patients are mainly related to dysfunction of cortical brain areas involved in visuo-sensorimotor processing and self-awareness, whereas these signs mainly result from premotor-brainstem-cerebellar network dysfunction in PSP-RS patients, brain areas involved in initiation and maintenance of locomotor pattern and postural adaptation.
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Affiliation(s)
- Marie-Laure Welter
- Neurophysiology Department, Rouen University Hospital, Université de Normandie, Rouen, France; INSERM 1127, Sorbonne Universités, Université Pierre et Marie Curie-Paris Université, Paris 06, Unité Mixte de Recherche (UMR) S1127, Centre National de la Recherche Scientifique (CNRS), UMR 7225, Paris Brain Institute, Paris, France; Plateforme d'analyse du mouvement (PANAM), Paris Brain Institute, Paris, France.
| | - Alexandre Vasseur
- Neurophysiology Department, Rouen University Hospital, Université de Normandie, Rouen, France
| | - Regine Edragas
- Rehabilitation Department, University Hospital of Martinique, F.W.I, France
| | - Hugo Chaumont
- INSERM 1127, Sorbonne Universités, Université Pierre et Marie Curie-Paris Université, Paris 06, Unité Mixte de Recherche (UMR) S1127, Centre National de la Recherche Scientifique (CNRS), UMR 7225, Paris Brain Institute, Paris, France; Neurology Department, Clinical Investigation Centre 1424, University Hospital of Guadeloupe, Université des Antilles, Pointe-à-Pitre, Guadeloupe, F.W.I, France
| | - Fanny Pineau
- Clinical Investigation Centre, Paris Brain Institute, Pitié-Salpêtrière Hospital, Paris, France
| | - Graziella Mangone
- Clinical Investigation Centre, Paris Brain Institute, Pitié-Salpêtrière Hospital, Paris, France
| | - Claire Olivier
- INSERM 1127, Sorbonne Universités, Université Pierre et Marie Curie-Paris Université, Paris 06, Unité Mixte de Recherche (UMR) S1127, Centre National de la Recherche Scientifique (CNRS), UMR 7225, Paris Brain Institute, Paris, France; Plateforme d'analyse du mouvement (PANAM), Paris Brain Institute, Paris, France
| | - Isabelle Leber
- INSERM 1127, Sorbonne Universités, Université Pierre et Marie Curie-Paris Université, Paris 06, Unité Mixte de Recherche (UMR) S1127, Centre National de la Recherche Scientifique (CNRS), UMR 7225, Paris Brain Institute, Paris, France
| | - Sophie Rivaud-Pechoux
- INSERM 1127, Sorbonne Universités, Université Pierre et Marie Curie-Paris Université, Paris 06, Unité Mixte de Recherche (UMR) S1127, Centre National de la Recherche Scientifique (CNRS), UMR 7225, Paris Brain Institute, Paris, France
| | - Stéphane Lehericy
- INSERM 1127, Sorbonne Universités, Université Pierre et Marie Curie-Paris Université, Paris 06, Unité Mixte de Recherche (UMR) S1127, Centre National de la Recherche Scientifique (CNRS), UMR 7225, Paris Brain Institute, Paris, France; CENIR, Paris Brain Institute, Paris, France
| | - Cecile Gallea
- INSERM 1127, Sorbonne Universités, Université Pierre et Marie Curie-Paris Université, Paris 06, Unité Mixte de Recherche (UMR) S1127, Centre National de la Recherche Scientifique (CNRS), UMR 7225, Paris Brain Institute, Paris, France; CENIR, Paris Brain Institute, Paris, France
| | - Lydia Yahia-Cherif
- INSERM 1127, Sorbonne Universités, Université Pierre et Marie Curie-Paris Université, Paris 06, Unité Mixte de Recherche (UMR) S1127, Centre National de la Recherche Scientifique (CNRS), UMR 7225, Paris Brain Institute, Paris, France; CENIR, Paris Brain Institute, Paris, France
| | - Annie Lannuzel
- INSERM 1127, Sorbonne Universités, Université Pierre et Marie Curie-Paris Université, Paris 06, Unité Mixte de Recherche (UMR) S1127, Centre National de la Recherche Scientifique (CNRS), UMR 7225, Paris Brain Institute, Paris, France; Neurology Department, Clinical Investigation Centre 1424, University Hospital of Guadeloupe, Université des Antilles, Pointe-à-Pitre, Guadeloupe, F.W.I, France
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Wu Y, Dong Y, Tang Y, Wang W, Bo Y, Zhang C. Relationship between motor performance and cortical activity of older neurological disorder patients with dyskinesia using fNIRS: A systematic review. Front Physiol 2023; 14:1153469. [PMID: 37051020 PMCID: PMC10083370 DOI: 10.3389/fphys.2023.1153469] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2023] [Accepted: 03/13/2023] [Indexed: 03/29/2023] Open
Abstract
Background: Neurological disorders with dyskinesia would seriously affect older people’s daily activities, which is not only associated with the degeneration or injury of the musculoskeletal or the nervous system but also associated with complex linkage between them. This study aims to review the relationship between motor performance and cortical activity of typical older neurological disorder patients with dyskinesia during walking and balance tasks.Methods: Scopus, PubMed, and Web of Science databases were searched. Articles that described gait or balance performance and cortical activity of older Parkinson’s disease (PD), multiple sclerosis, and stroke patients using functional near-infrared spectroscopy were screened by the reviewers. A total of 23 full-text articles were included for review, following an initial yield of 377 studies.Results: Participants were mostly PD patients, the prefrontal cortex was the favorite region of interest, and walking was the most popular test motor task, interventional studies were four. Seven studies used statistical methods to interpret the relationship between motor performance and cortical activation. The motor performance and cortical activation were simultaneously affected under difficult walking and balance task conditions. The concurrent changes of motor performance and cortical activation in reviewed studies contained the same direction change and different direction change.Conclusion: Most of the reviewed studies reported poor motor performance and increased cortical activation of PD, stroke and multiple sclerosis older patients. The external motor performance such as step speed were analyzed only. The design and results were not comprehensive and profound. More than 5 weeks walking training or physiotherapy can contribute to motor function promotion as well as cortices activation of PD and stroke patients. Thus, further study is needed for more statistical analysis on the relationship between motor performance and activation of the motor-related cortex. More different type and program sports training intervention studies are needed to perform.
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Affiliation(s)
- Yunzhi Wu
- Graduate School, Shandong Sport University, Jinan, Shandong, China
| | - Yuqi Dong
- Graduate School, Shandong Sport University, Jinan, Shandong, China
| | - Yunqi Tang
- College of Art and Design, Shaanxi University of Science and Technology, Xi’an, Shaanxi, China
| | - Weiran Wang
- Graduate School, Shandong Sport University, Jinan, Shandong, China
| | - Yulong Bo
- Graduate School, Shandong Sport University, Jinan, Shandong, China
| | - Cui Zhang
- Graduate School, Shandong Sport University, Jinan, Shandong, China
- Laboratory of Sports Biomechanics, Shandong Institute of Sport Science, Jinan, Shandong, China
- *Correspondence: Cui Zhang,
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Onder H, Oguz KK, Has AC, Elibol B. Comparative analysis of freezing of gait in distinct Parkinsonism types by diffusion tensor imaging method and cognitive profiles. J Neural Transm (Vienna) 2023; 130:521-535. [PMID: 36881182 DOI: 10.1007/s00702-023-02608-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Accepted: 02/20/2023] [Indexed: 03/08/2023]
Abstract
Freezing of gait (FOG) is an episodic gait pattern that is common in advanced Parkinson's disease (PD) and other atypical parkinsonism syndromes. Recently, disturbances in the pedunculopontine nucleus (PPN) and its connections have been suggested to play a critical role in the development of FOG. In this study, we aimed to demonstrate possible disturbances in PPN and its connections by performing the diffusion tensor imaging (DTI) technique. We included 18 patients of PD with FOG [PD-FOG], 13 patients of PD without FOG [PD-nFOG] and 12 healthy subjects as well as a group of patients with progressive supranuclear palsy (PSP), an atypical parkinsonism syndrome which is very often complicated with FOG [6 PSP-FOG, 5 PSP-nFOG]. To determine the specific cognitive parameters that can be related to FOG, deliberate neurophysiological evaluations of all the individuals were performed. The comparative analyses and correlation analyses were performed to reveal the neurophysiological and DTI correlates of FOG in either group. We have found disturbances in values reflecting microstructural integrity of the bilateral superior frontal gyrus (SFG), bilateral fastigial nucleus (FN), left pre-supplementary motor area (SMA) in the PD-FOG group relative to the PD-nFOG group. The analysis of the PSP group also demonstrated disturbance in left pre-SMA values in the PSP-FOG group likewise, while negative correlations were determined between right STN, left PPN values and FOG scores. In neurophysiological assessments, lower performances for visuospatial functions were demonstrated in FOG ( +) individuals for either patient group. The disturbances in the visuospatial abilities may be a critical step for the occurrence of FOG. Together with the results of DTI analyses, it might be suggested that impairment in the connectivity of disturbed frontal areas with disordered basal ganglia, maybe the key factor for the occurrence of FOG in the PD group, whereas left PPN which is a nondopaminergic nucleus may play a more prominent role in the process of FOG in PSP. Moreover, our results support the relationship between right STN, and FOG as mentioned before, as well as introduce the importance of FN as a new structure that may be involved in FOG pathogenesis.
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Affiliation(s)
- Halil Onder
- Neurology Clinic, Diskapi Yildirim Beyazit Training and Research Hospital, Şehit Ömer Halisdemir Street. No: 20 Altındag, 06110, Ankara, Turkey.
| | - Kader Karli Oguz
- Department of Radiology, Hacettepe University Medical School, Ankara, Turkey
| | - Arzu Ceylan Has
- Institute of Neuroimmunology and Multiple Sclerosis, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Bulent Elibol
- Department of Neurology, Hacettepe University Medical School, Ankara, Turkey
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Pu L, Liu T, Tang WC, Song C, Jin M, Ren L, Li T, Liang Z. Greater prefrontal activation during sitting toe tapping predicts severer freezing of gait in Parkinson's disease: an fNIRS study. Cereb Cortex 2023; 33:959-968. [PMID: 35348637 DOI: 10.1093/cercor/bhac114] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2021] [Revised: 02/20/2022] [Accepted: 02/21/2022] [Indexed: 11/13/2022] Open
Abstract
OBJECTIVE Previous studies have revealed that, compared with Parkinson's disease (PD) patients without freezing of gait (FoG), the ones with FoG showed greater prefrontal activation while doing lower-limb movements involving standing, walking and turning, which require both locomotor and balance control. However, the relation between FoG and pure locomotor control as well as its underlying mechanism remain unclear. METHODS A total of 56 PD subjects were recruited and allocated to PD-FoG and PD-noFoG subgroups, and 34 age-matched heathy adults were included as heathy control (HC). Functional near-infrared spectroscopy was used to measure their prefrontal activation in a sitting lower-limb movement task, wherein subjects were asked to sit and tap their right toes as big and as fast as possible. RESULTS Result of one-way ANOVA (Group: PD-FoG vs. PD-noFoG vs. HC) revealed greater activation in the right prefrontal cortex in the PD-FoG group than in the other 2 groups. Linear mixed-effects model showed consistent result. Furthermore, the right prefrontal activation positively correlated with the severity of FoG symptoms in PD-FoG patients. CONCLUSION These findings suggested that PD patients with FoG require additional cognitive resources to compensate their damaged automaticity in locomotor control, which is more pronounced in severe FoG patients than milder ones.
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Affiliation(s)
- Lanlan Pu
- Department of Neurology, First Affiliated Hospital of Dalian Medical University, Zhongshan Road, Dalian, Liaoning 116011, China
| | - Tao Liu
- School of Health, Fujian Medical University, Xuefubei Road, Fuzhou 350122, Fujian, China.,School of Management, Shanghai University, Shangda Road, Shanghai 200444, China.,School of Management, Zhejiang University, Yuhangtang Road, Hangzhou 310058, Zhejiang, China
| | - William C Tang
- Department of Biomedical Engineering, University of California, Irvine 92697, CA, USA
| | - Chunli Song
- Department of Neurology, First Affiliated Hospital of Dalian Medical University, Zhongshan Road, Dalian, Liaoning 116011, China
| | - Mingyan Jin
- School of Biomedical Engineering, Faculty of Electronic Information and Electrical Engineering, Dalian University of Technology, Linggong Road, Dalian 116024, Liaoning, China
| | - Lu Ren
- Department of Neurology, First Affiliated Hospital of Dalian Medical University, Zhongshan Road, Dalian, Liaoning 116011, China
| | - Tao Li
- Department of Neurology, First Affiliated Hospital of Dalian Medical University, Zhongshan Road, Dalian, Liaoning 116011, China
| | - Zhanhua Liang
- Department of Neurology, First Affiliated Hospital of Dalian Medical University, Zhongshan Road, Dalian, Liaoning 116011, China
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Feng H, Jiang Y, Lin J, Qin W, Jin L, Shen X. Cortical activation and functional connectivity during locomotion tasks in Parkinson's disease with freezing of gait. Front Aging Neurosci 2023; 15:1068943. [PMID: 36967824 PMCID: PMC10032375 DOI: 10.3389/fnagi.2023.1068943] [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: 10/13/2022] [Accepted: 02/14/2023] [Indexed: 03/29/2023] Open
Abstract
Background Freezing of gait (FoG) is a severely disabling symptom in Parkinson's disease (PD). The cortical mechanisms underlying FoG during locomotion tasks have rarely been investigated. Objectives We aimed to compare the cerebral haemodynamic response during FoG-prone locomotion tasks in patients with PD and FoG (PD-FoG), patients with PD but without FoG (PD-nFoG), and healthy controls (HCs). Methods Twelve PD-FoG patients, 10 PD-nFoG patients, and 12 HCs were included in the study. Locomotion tasks included normal stepping, normal turning and fast turning ranked as three difficulty levels based on kinematic requirements and probability of provoking FoG. During each task, we used functional near-infrared spectroscopy to capture concentration changes of oxygenated haemoglobin (ΔHBO2) and deoxygenated haemoglobin (ΔHHB) that reflected cortical activation, and recorded task performance time. The cortical regions of interest (ROIs) were prefrontal cortex (PFC), supplementary motor area (SMA), premotor cortex (PMC), and sensorimotor cortex (SMC). Intra-cortical functional connectivity during each task was estimated based on correlation of ΔHBO2 between ROIs. Two-way multivariate ANOVA with task performance time as a covariate was conducted to investigate task and group effects on cerebral haemodynamic responses of ROIs. Z statistics of z-scored connectivity between ROIs were used to determine task and group effects on functional connectivity. Results PD-FoG patients spent a nearly significant longer time completing locomotion tasks than PD-nFoG patients. Compared with PD-nFoG patients, they showed weaker activation (less ΔHBO2) in the PFC and PMC. Compared with HCs, they had comparable ΔHBO2 in all ROIs but more negative ΔHHB in the SMC, whereas PD-nFoG showed SMA and PMC hyperactivity but more negative ΔHHB in the SMC. With increased task difficulty, ΔHBO2 increased in each ROI except in the PFC. Regarding functional connectivity during normal stepping, PD-FoG patients showed positive and strong PFC-PMC connectivity, in contrast to the negative PFC-PMC connectivity observed in HCs. They also had greater PFC-SMC connectivity than the other groups. However, they exhibited decreased SMA-SMC connectivity when task difficulty increased and had lower SMA-PMC connectivity than HCs during fast turning. Conclusion Insufficient compensatory cortical activation and depletion of functional connectivity during complex locomotion in PD-FoG patients could be potential mechanisms underlying FoG. Clinical trial registration Chinese clinical trial registry (URL: http://www.chictr.org.cn, registration number: ChiCTR2100042813).
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Affiliation(s)
- HongSheng Feng
- Shanghai YangZhi Rehabilitation Hospital (Shanghai Sunshine Rehabilitation Center), School of Medicine, Tongji University, Shanghai, China
| | - YanNa Jiang
- Shanghai YangZhi Rehabilitation Hospital (Shanghai Sunshine Rehabilitation Center), School of Medicine, Tongji University, Shanghai, China
| | - JinPeng Lin
- School of Kinesiology, Shanghai University of Sport, Shanghai, China
| | - WenTing Qin
- Department of Neurology and Neurological Rehabilitation, Shanghai YangZhi Rehabilitation Hospital (Shanghai Sunshine Rehabilitation Center), School of Medicine, Tongji University, Shanghai, China
| | - LingJing Jin
- Department of Neurology and Neurological Rehabilitation, Shanghai YangZhi Rehabilitation Hospital (Shanghai Sunshine Rehabilitation Center), School of Medicine, Tongji University, Shanghai, China
| | - Xia Shen
- Shanghai YangZhi Rehabilitation Hospital (Shanghai Sunshine Rehabilitation Center), School of Medicine, Tongji University, Shanghai, China
- Rehabilitation Medicine Research Center, Shanghai YangZhi Rehabilitation Hospital (Shanghai Sunshine Rehabilitation Center), School of Medicine, Tongji University, Shanghai, China
- *Correspondence: Xia Shen,
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Sintini I, Duffy JR, Clark HM, Utianski RL, Botha H, Machulda MM, Senjem ML, Strand EA, Schwarz CG, Lowe VJ, Jack CR, Josephs KA, Whitwell JL. Functional connectivity to the premotor cortex maps onto longitudinal brain neurodegeneration in progressive apraxia of speech. Neurobiol Aging 2022; 120:105-116. [PMID: 36166918 PMCID: PMC9613616 DOI: 10.1016/j.neurobiolaging.2022.08.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2022] [Revised: 08/27/2022] [Accepted: 08/30/2022] [Indexed: 11/26/2022]
Abstract
Primary progressive apraxia of speech (PPAOS) is a neurodegenerative motor speech disorder affecting the ability to produce speech. If agrammatic aphasia is present, it can be referred to as the non-fluent/agrammatic variant of primary progressive aphasia (nfvPPA). We investigated whether resting-state functional MRI (rs-fMRI) connectivity from disease "epicenters" correlated with longitudinal gray matter atrophy and hypometabolism in nfvPPA and PPAOS. Eighteen nfvPPA and 23 PPAOS patients underwent clinical assessment, structural MRI, rs-fMRI, and [18F] fluorodeoxyglucose (FDG)-PET at baseline and ∼2 years follow-up. Rates of neurodegeneration in nfvPPA and PPAOS correlated with functional connectivity to the premotor, motor, and frontal cortex. Connectivity to the caudate and thalamus was more strongly associated with rates of hypometabolism than atrophy. Connectivity to the left Broca's area was more strongly associated with rates of atrophy and hypometabolism in nfvPPA. Finally, functional connectivity to a network of regions, and not to a single epicenter, correlated with rates of neurodegeneration in PPAOS and nfvPPA, suggesting similar biological mechanisms driving disease progression, with regional differences related to language.
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Affiliation(s)
- Irene Sintini
- Department of Radiology, Mayo Clinic, Rochester, MN, USA.
| | - Joseph R Duffy
- Department of Neurology, Mayo Clinic, Rochester, MN, USA
| | | | | | - Hugo Botha
- Department of Neurology, Mayo Clinic, Rochester, MN, USA
| | - Mary M Machulda
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, USA
| | - Matthew L Senjem
- Department of Information Technology, Mayo Clinic, Rochester, MN, USA
| | - Edythe A Strand
- Department of Neurology, Mayo Clinic, Rochester, MN, USA; Department of Speech & Hearing Sciences, University of Washington, Seattle, WA, USA
| | | | - Val J Lowe
- Department of Radiology, Mayo Clinic, Rochester, MN, USA
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Krzosek P, Madetko N, Migda A, Migda B, Jaguś D, Alster P. Differential Diagnosis of Rare Subtypes of Progressive Supranuclear Palsy and PSP-Like Syndromes—Infrequent Manifestations of the Most Common Form of Atypical Parkinsonism. Front Aging Neurosci 2022; 14:804385. [PMID: 35221993 PMCID: PMC8864174 DOI: 10.3389/fnagi.2022.804385] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Accepted: 01/10/2022] [Indexed: 12/11/2022] Open
Abstract
Presently, there is increasing interest in rare PSP (progressive supranuclear palsy) variants, including PSP-PGF (PSP-progressive gait freezing), PSP-PI (PSP-postural instability), PSP-OM (PSP-ocular motor dysfunction), PSP-C (PSP-predominant cerebellar ataxia), PSP-CBS (PSP-corticobasal syndrome), PSP-SL (PSP-speech/language disorders), and PSP-PLS (PSP-primary lateral sclerosis). Diagnosis of these subtypes is usually based on clinical symptoms, thus thorough examination with anamnesis remains a major challenge for clinicians. The individual phenotypes often show great similarity to various neurodegenerative diseases and other genetic, autoimmune, or infectious disorders, manifesting as PSP-mimicking syndromes. At the current stage of knowledge, it is not possible to isolate a specific marker to make a definite ante-mortem diagnosis. The purpose of this review is to discuss recent developments in rare PSP phenotypes and PSP-like syndromes.
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Affiliation(s)
- Patrycja Krzosek
- Students’ Scientific Association of the Department of Neurology, Medical University of Warsaw, Warsaw, Poland
- *Correspondence: Patrycja Krzosek,
| | - Natalia Madetko
- Department of Neurology, Medical University of Warsaw, Warsaw, Poland
| | - Anna Migda
- Department of Internal Medicine and Endocrinology, Medical University of Warsaw, Warsaw, Poland
| | - Bartosz Migda
- Diagnostic Ultrasound Lab, Department of Pediatric Radiology, Medical Faculty, Medical University of Warsaw, Warsaw, Poland
| | - Dominika Jaguś
- Diagnostic Ultrasound Lab, Department of Pediatric Radiology, Medical Faculty, Medical University of Warsaw, Warsaw, Poland
| | - Piotr Alster
- Department of Neurology, Medical University of Warsaw, Warsaw, Poland
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Cholinergic systems, attentional-motor integration, and cognitive control in Parkinson's disease. PROGRESS IN BRAIN RESEARCH 2022; 269:345-371. [PMID: 35248201 PMCID: PMC8957710 DOI: 10.1016/bs.pbr.2022.01.011] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Dysfunction and degeneration of CNS cholinergic systems is a significant component of multi-system pathology in Parkinson's disease (PD). We review the basic architecture of human CNS cholinergic systems and the tools available for studying changes in human cholinergic systems. Earlier post-mortem studies implicated abnormalities of basal forebrain corticopetal cholinergic (BFCC) and pedunculopontine-laterodorsal tegmental (PPN-LDT) cholinergic projections in cognitive deficits and gait-balance deficits, respectively. Recent application of imaging methods, particularly molecular imaging, allowed more sophisticated correlation of clinical features with regional cholinergic deficits. BFCC projection deficits correlate with general and domain specific cognitive deficits, particularly for attentional and executive functions. Detailed analyses suggest that cholinergic deficits within the salience and cingulo-opercular task control networks, including both neocortical, thalamic, and striatal nodes, are a significant component of cognitive deficits in non-demented PD subjects. Both BFCC and PPN-LDT cholinergic projection systems, and striatal cholinergic interneuron (SChI), abnormalities are implicated in PD gait-balance disorders. In the context of experimental studies, these results indicate that disrupted attentional functions of BFCC and PPN-LDT cholinergic systems underlie impaired gait-balance functions. SChI dysfunction likely impairs intra-striatal integration of attentional and motor information. Thalamic and entorhinal cortex cholinergic deficits may impair multi-sensory integration. Overt degeneration of CNS systems may be preceded by increased activity of cholinergic neurons compensating for nigrostriatal dopaminergic deficits. Subsequent dysfunction and degeneration of cholinergic systems unmasks and exacerbates functional deficits secondary to dopaminergic denervation. Research on CNS cholinergic systems dysfunctions in PD requires a systems-level approach to understanding PD pathophysiology.
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Ali F, Loushin SR, Botha H, Josephs KA, Whitwell JL, Kaufman K. Laboratory based assessment of gait and balance impairment in patients with progressive supranuclear palsy. J Neurol Sci 2021; 429:118054. [PMID: 34461552 PMCID: PMC8489851 DOI: 10.1016/j.jns.2021.118054] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2021] [Revised: 07/27/2021] [Accepted: 08/23/2021] [Indexed: 11/17/2022]
Abstract
BACKGROUND Gait and balance abnormalities are a significant source of morbidity and mortality in progressive supranuclear palsy (PSP). Gait impairment in PSP is primarily assessed clinically on exam or with the use of rating scales. Three dimensional video based gait and balance analysis performed in a laboratory setting is a highly accurate method of motion analysis (Wren et al., 2020), however limited data is available in patients with PSP. RESEARCH QUESTION In this study we assess the objective features of postural control, kinematics, kinetic and temporal-spatial gait metrics in PSP, using three-dimensional video motion analysis in a laboratory setting compared to normal controls. METHODS Three-dimensional motion was captured using a 10-camera motion capture system, 41 body markers and ground embedded force plates in 16 patients with PSP patients and compared to motorically normal controls. RESULTS Spatiotemporal, kinematic, and kinetic gait measures effectively differentiated patients with PSP from controls. Patients had slower gait velocity, lower cadence, increased double support time and abnormal antero-posterior sway. Joint kinematics and kinetics were reduced and showed less variation among patients with PSP compared to controls which is suggestive of bradykinesia. Objective gait measures of abnormality correlated with clinical disease severity. Postural sway metrics distinguished PSP from controls and captured gait imbalance. SIGNIFICANCE Objective measures of gait and balance abnormalities in patients with PSP provide an outcome measure that can be potentially used for early disease detection, in clinical trials and to validate portable motion capture devices in the future.
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Affiliation(s)
- Farwa Ali
- Department of Neurology, Rochester, MN, United States of America.
| | - Stacy R Loushin
- Department of Orthopedic Surgery, Rochester, MN, United States of America
| | - Hugo Botha
- Department of Neurology, Rochester, MN, United States of America
| | - Keith A Josephs
- Department of Neurology, Rochester, MN, United States of America
| | - Jennifer L Whitwell
- Department of Radiology, Mayo Clinic Rochester, Rochester, MN, United States of America
| | - Kenton Kaufman
- Department of Orthopedic Surgery, Rochester, MN, United States of America
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11
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Sintini I, Kaufman K, Botha H, Martin PR, Loushin SR, Senjem ML, Reid RI, Schwarz CG, Jack CR, Lowe VJ, Josephs KA, Whitwell JL, Ali F. Neuroimaging correlates of gait abnormalities in progressive supranuclear palsy. Neuroimage Clin 2021; 32:102850. [PMID: 34655905 PMCID: PMC8527041 DOI: 10.1016/j.nicl.2021.102850] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2021] [Revised: 09/24/2021] [Accepted: 10/02/2021] [Indexed: 11/20/2022]
Abstract
Progressive supranuclear palsy is a neurodegenerative disorder characterized primarily by tau inclusions and neurodegeneration in the midbrain, basal ganglia, thalamus, premotor and frontal cortex. Neurodegenerative change in progressive supranuclear palsy has been assessed using MRI. Degeneration of white matter tracts is evident with diffusion tensor imaging and PET methods have been used to assess brain metabolism or presence of tau protein deposits. Patients with progressive supranuclear palsy present with a variety of clinical syndromes; however early onset of gait impairments and postural instability are common features. In this study we assessed the relationship between multimodal imaging biomarkers (i.e., MRI atrophy, white matter tracts degeneration, flortaucipir-PET uptake) and laboratory-based measures of gait and balance abnormalities in a cohort of nineteen patients with progressive supranuclear palsy, using univariate and multivariate statistical analyses. The PSP rating scale and its gait midline sub-score were strongly correlated to gait abnormalities but not to postural imbalance. Principal component analysis on gait variables identified velocity, stride length, gait stability ratio, length of gait phases and dynamic stability as the main contributors to the first component, which was associated with diffusion tensor imaging measures in the posterior thalamic radiation, external capsule, superior cerebellar peduncle, superior fronto-occipital fasciculus, body and splenium of the corpus callosum and sagittal stratum, with MRI volumes in frontal and precentral regions and with flortaucipir-PET uptake in the precentral gyrus. The main contributor to the second principal component was cadence, which was higher in patients presenting more abnormalities on mean diffusivity: this unexpected finding might be related to compensatory gait strategies adopted in progressive supranuclear palsy. Postural imbalance was the main contributor to the third principal component, which was related to flortaucipir-PET uptake in the left paracentral lobule and supplementary motor area and white matter disruption in the superior cerebellar peduncle, putamen, pontine crossing tract and corticospinal tract. A partial least square model identified flortaucipir-PET uptake in midbrain, basal ganglia and thalamus as the main correlate of speed and dynamic component of gait in progressive supranuclear palsy. Although causality cannot be established in this analysis, our study sheds light on neurodegeneration of brain regions and white matter tracts that underlies gait and balance impairment in progressive supranuclear palsy.
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Affiliation(s)
- Irene Sintini
- Department of Radiology, Mayo Clinic, Rochester, MN 55905, USA.
| | - Kenton Kaufman
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN 55905, USA
| | - Hugo Botha
- Department of Neurology, Mayo Clinic, Rochester, MN 55905, USA
| | - Peter R Martin
- Department of Health Science Research, Mayo Clinic, Rochester, MN 55905, USA
| | - Stacy R Loushin
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN 55905, USA
| | - Matthew L Senjem
- Department of Radiology, Mayo Clinic, Rochester, MN 55905, USA; Department of Information Technology, Mayo Clinic, Rochester MN 55905, USA
| | - Robert I Reid
- Department of Information Technology, Mayo Clinic, Rochester MN 55905, USA
| | | | - Clifford R Jack
- Department of Radiology, Mayo Clinic, Rochester, MN 55905, USA
| | - Val J Lowe
- Department of Radiology, Mayo Clinic, Rochester, MN 55905, USA
| | - Keith A Josephs
- Department of Neurology, Mayo Clinic, Rochester, MN 55905, USA
| | | | - Farwa Ali
- Department of Neurology, Mayo Clinic, Rochester, MN 55905, USA
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12
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Amboni M, Ricciardi C, Picillo M, De Santis C, Ricciardelli G, Abate F, Tepedino MF, D'Addio G, Cesarelli G, Volpe G, Calabrese MC, Cesarelli M, Barone P. Gait analysis may distinguish progressive supranuclear palsy and Parkinson disease since the earliest stages. Sci Rep 2021; 11:9297. [PMID: 33927317 PMCID: PMC8084977 DOI: 10.1038/s41598-021-88877-2] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2020] [Accepted: 04/16/2021] [Indexed: 12/22/2022] Open
Abstract
Progressive supranuclear palsy (PSP) is a rare and rapidly progressing atypical parkinsonism. Albeit existing clinical criteria for PSP have good specificity and sensitivity, there is a need for biomarkers able to capture early objective disease-specific abnormalities. This study aimed to identify gait patterns specifically associated with early PSP. The study population comprised 104 consecutively enrolled participants (83 PD and 21 PSP patients). Gait was investigated using a gait analysis system during normal gait and a cognitive dual task. Univariate statistical analysis and binary logistic regression were used to compare all PD patients and all PSP patients, as well as newly diagnosed PD and early PSP patients. Gait pattern was poorer in PSP patients than in PD patients, even from early stages. PSP patients exhibited reduced velocity and increased measures of dynamic instability when compared to PD patients. Application of predictive models to gait data revealed that PD gait pattern was typified by increased cadence and longer cycle length, whereas a longer stance phase characterized PSP patients in both mid and early disease stages. The present study demonstrates that quantitative gait evaluation clearly distinguishes PSP patients from PD patients since the earliest stages of disease. First, this might candidate gait analysis as a reliable biomarker in both clinical and research setting. Furthermore, our results may offer speculative clues for conceiving early disease-specific rehabilitation strategies.
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Affiliation(s)
- Marianna Amboni
- Center for Neurodegenerative Diseases (CEMAND), Department of Medicine, Surgery and Dentistry "Scuola Medica Salernitana", University of Salerno, Via Salvador Allende, 43, 84081, Baronissi, SA, Italy. .,IDC Hermitage-Capodimonte, Naples, Italy.
| | - Carlo Ricciardi
- Department of Advanced Biomedical Sciences, University of Naples "Federico II", Naples, Italy.,Istituti Clinici Scientifici Maugeri IRCCS, Pavia, Italy
| | - Marina Picillo
- Center for Neurodegenerative Diseases (CEMAND), Department of Medicine, Surgery and Dentistry "Scuola Medica Salernitana", University of Salerno, Via Salvador Allende, 43, 84081, Baronissi, SA, Italy
| | - Chiara De Santis
- Center for Neurodegenerative Diseases (CEMAND), Department of Medicine, Surgery and Dentistry "Scuola Medica Salernitana", University of Salerno, Via Salvador Allende, 43, 84081, Baronissi, SA, Italy
| | - Gianluca Ricciardelli
- Azienda Ospedaliera Universitaria OO. RR. San Giovanni di Dio e Ruggi d'Aragona, Salerno, Italy
| | - Filomena Abate
- Center for Neurodegenerative Diseases (CEMAND), Department of Medicine, Surgery and Dentistry "Scuola Medica Salernitana", University of Salerno, Via Salvador Allende, 43, 84081, Baronissi, SA, Italy
| | - Maria Francesca Tepedino
- Center for Neurodegenerative Diseases (CEMAND), Department of Medicine, Surgery and Dentistry "Scuola Medica Salernitana", University of Salerno, Via Salvador Allende, 43, 84081, Baronissi, SA, Italy
| | | | - Giuseppe Cesarelli
- Istituti Clinici Scientifici Maugeri IRCCS, Pavia, Italy.,Department of Chemical, Materials and Production Engineering, University of Naples "Federico II", Naples, Italy
| | - Giampiero Volpe
- Azienda Ospedaliera Universitaria OO. RR. San Giovanni di Dio e Ruggi d'Aragona, Salerno, Italy
| | - Maria Consiglia Calabrese
- Center for Neurodegenerative Diseases (CEMAND), Department of Medicine, Surgery and Dentistry "Scuola Medica Salernitana", University of Salerno, Via Salvador Allende, 43, 84081, Baronissi, SA, Italy
| | - Mario Cesarelli
- Istituti Clinici Scientifici Maugeri IRCCS, Pavia, Italy.,Department of Electrical Engineering and Information Technology, University of Naples "Federico II", Naples, Italy
| | - Paolo Barone
- Center for Neurodegenerative Diseases (CEMAND), Department of Medicine, Surgery and Dentistry "Scuola Medica Salernitana", University of Salerno, Via Salvador Allende, 43, 84081, Baronissi, SA, Italy
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13
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Gallea C, Wicki B, Ewenczyk C, Rivaud-Péchoux S, Yahia-Cherif L, Pouget P, Vidailhet M, Hainque E. Antisaccade, a predictive marker for freezing of gait in Parkinson's disease and gait/gaze network connectivity. Brain 2021; 144:504-514. [PMID: 33279957 DOI: 10.1093/brain/awaa407] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2020] [Revised: 09/17/2020] [Accepted: 09/20/2020] [Indexed: 11/14/2022] Open
Abstract
Freezing of gait is a challenging sign of Parkinson's disease associated with disease severity and progression and involving the mesencephalic locomotor region. No predictive factor of freezing has been reported so far. The primary objective of this study was to identify predictors of freezing occurrence at 5 years. In addition, we tested whether functional connectivity of the mesencephalic locomotor region could explain the oculomotor factors at baseline that were predictive of freezing onset. We performed a prospective study investigating markers (parkinsonian signs, cognitive status and oculomotor recordings, with a particular focus on the antisaccade latencies) of disease progression at baseline and at 5 years. We identified two groups of patients defined by the onset of freezing at 5 years of follow-up; the 'Freezer' group was defined by the onset of freezing in the ON medication condition during follow-up (n = 17), while the 'non-Freezer' group did not (n = 8). Whole brain resting-state functional MRI was recorded at baseline to determine how antisaccade latencies were associated with connectivity of the mesencephalic locomotor region networks in patients compared to 25 age-matched healthy volunteers. Results showed that, at baseline and compared to the non-Freezer group, the Freezer group had equivalent motor or cognitive signs, but increased antisaccade latencies (P = 0.008). The 5-year course of freezing of gait was correlated with worsening antisaccade latencies (P = 0.0007). Baseline antisaccade latencies was also predictive of the freezing onset (χ2 = 0.008). Resting state connectivity of mesencephalic locomotor region networks correlated with (i) antisaccade latency differently in patients and healthy volunteers at baseline; and (ii) the further increase of antisaccade latency at 5 years. We concluded that antisaccade latency is a predictive marker of the 5-year onset of freezing of gait. Our study suggests that functional networks associated with gait and gaze control are concurrently altered during the course of the disease.
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Affiliation(s)
- Cécile Gallea
- Sorbonne Université, UMR S 1127, Inserm U 1127, and CNRS UMR 7225, and Institut du Cerveau et de la Moelle épinière, F-75013, Paris, France
| | - Benoit Wicki
- Service de Neurologie, Hôpital du Valais, Sion, Switzerland
| | - Claire Ewenczyk
- Department of Genetics, Hôpital Pitié-Salpêtrière, AP-HP, Paris, France
| | - Sophie Rivaud-Péchoux
- Sorbonne Université, UMR S 1127, Inserm U 1127, and CNRS UMR 7225, and Institut du Cerveau et de la Moelle épinière, F-75013, Paris, France
| | - Lydia Yahia-Cherif
- Sorbonne Université, UMR S 1127, Inserm U 1127, and CNRS UMR 7225, and Institut du Cerveau et de la Moelle épinière, F-75013, Paris, France
| | - Pierre Pouget
- Sorbonne Université, UMR S 1127, Inserm U 1127, and CNRS UMR 7225, and Institut du Cerveau et de la Moelle épinière, F-75013, Paris, France
| | - Marie Vidailhet
- Sorbonne Université, UMR S 1127, Inserm U 1127, and CNRS UMR 7225, and Institut du Cerveau et de la Moelle épinière, F-75013, Paris, France.,Department of Neurology, Hôpital Pitié-Salpêtrière , AP-HP, Paris, France
| | - Elodie Hainque
- Sorbonne Université, UMR S 1127, Inserm U 1127, and CNRS UMR 7225, and Institut du Cerveau et de la Moelle épinière, F-75013, Paris, France.,Department of Neurology, Hôpital Pitié-Salpêtrière , AP-HP, Paris, France
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14
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Machine learning classifies predictive kinematic features in a mouse model of neurodegeneration. Sci Rep 2021; 11:3950. [PMID: 33597593 PMCID: PMC7889656 DOI: 10.1038/s41598-021-82694-3] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2020] [Accepted: 01/21/2021] [Indexed: 01/31/2023] Open
Abstract
Motor deficits are observed in Alzheimer's disease (AD) prior to the appearance of cognitive symptoms. To investigate the role of amyloid proteins in gait disturbances, we characterized locomotion in APP-overexpressing transgenic J20 mice. We used three-dimensional motion capture to characterize quadrupedal locomotion on a treadmill in J20 and wild-type mice. Sixteen J20 mice and fifteen wild-type mice were studied at two ages (4- and 13-month). A random forest (RF) classification algorithm discriminated between the genotypes within each age group using a leave-one-out cross-validation. The balanced accuracy of the RF classification was 92.3 ± 5.2% and 93.3 ± 4.5% as well as False Negative Rate (FNR) of 0.0 ± 0.0% and 0.0 ± 0.0% for the 4-month and 13-month groups, respectively. Feature ranking algorithms identified kinematic features that when considered simultaneously, achieved high genotype classification accuracy. The identified features demonstrated an age-specific kinematic profile of the impact of APP-overexpression. Trunk tilt and unstable hip movement patterns were important in classifying the 4-month J20 mice, whereas patterns of shoulder and iliac crest movement were critical for classifying 13-month J20 mice. Examining multiple kinematic features of gait simultaneously could also be developed to classify motor disorders in humans.
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15
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Blazhenets G, Kurz A, Frings L, Leukel C, Meyer PT. Brain activation patterns during visuomotor adaptation in motor experts and novices: An FDG PET study with unrestricted movements. J Neurosci Methods 2020; 350:109061. [PMID: 33370559 DOI: 10.1016/j.jneumeth.2020.109061] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2020] [Revised: 11/16/2020] [Accepted: 12/22/2020] [Indexed: 01/10/2023]
Abstract
BACKGROUND Speed of performance improvements and the strength of memory consolidation in humans vary with movement expertise. Underlying neural mechanisms of behavioural differences between levels of movement expertise are so far unknown. NEW METHOD In this study, PET with [18F]fluorodeoxyglucose (FDG) was proposed as a powerful novel methodology to assess learning-related brain activity patterns during large non-restricted movements (ball throwing with a right hand). 24 male handball players ('Experts') and 24 male participants without handball experience ('Novices') performed visuomotor adaptations to prismatic glasses with or without strategic manoeuvres (i.e., explicit or implicit adaptation). RESULTS Regional changes in FDG uptake as a marker of neuronal activity, relative to a control condition, were assessed. Prismatic adaptation, in general, was associated with decreased occipital neuronal activity as a possible response to misleading visual information. In 'Experts', the adaptation was associated with altered neuronal activity in a network comprising the right parietal cortex and the left cerebellum. In 'Novices', implicit adaptation resulted in an activation of the middle frontal and inferior temporal gyrus. COMPARISON WITH EXISTING METHODS This study demonstrates the versatility of FDG PET for studying brain activations patterns in experimental settings with unrestricted movements that are not accessible by other techniques (e.g., fMRI or EEG). CONCLUSIONS Observed results are consistent with the involvement of different functional networks related to strategic manoeuvres and expertise levels. This strengthens the assumption of different mechanisms underlying behavioural changes associated with movement expertise. Furthermore, the present study underscores the value of FDG PET for studying brain activation patterns during unrestricted movements.
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Affiliation(s)
- Ganna Blazhenets
- Department of Nuclear Medicine, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, 79106, Germany.
| | - Alexander Kurz
- Department of Sport Science, Albert-Ludwigs-University Freiburg, Freiburg, 79106, Germany
| | - Lars Frings
- Department of Nuclear Medicine, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, 79106, Germany
| | - Christian Leukel
- Department of Sport Science, Albert-Ludwigs-University Freiburg, Freiburg, 79106, Germany; Bernstein Center Freiburg, University of Freiburg, 79106, Germany; Freiburg Institute for Advanced Studies (FRIAS), University of Freiburg, 79106, Germany
| | - Philipp T Meyer
- Department of Nuclear Medicine, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, 79106, Germany
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16
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Guo M, Ren Y, Yu H, Yang H, Cao C, Li Y, Fan G. Alterations in Degree Centrality and Functional Connectivity in Parkinson's Disease Patients With Freezing of Gait: A Resting-State Functional Magnetic Resonance Imaging Study. Front Neurosci 2020; 14:582079. [PMID: 33224024 PMCID: PMC7670067 DOI: 10.3389/fnins.2020.582079] [Citation(s) in RCA: 34] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2020] [Accepted: 10/12/2020] [Indexed: 12/23/2022] Open
Abstract
Objective Freezing of gait (FOG) is a common disabling motor symptom in Parkinson's disease (PD), but the potential pathogenic mechanisms are still unclear. Methods A total of 22 patients with PD with FOG (PD-FOG), 28 patients with PD without FOG (PD-nFOG), and 33 healthy controls (HCs) were recruited in this study. Degree centrality (DC)-a graph theory-based measurement of global connectivity at the voxel level by measuring the number of instantaneous functional connections between one region and the rest of the brain-can map brain hubs with high sensitivity, specificity, and reproducibility. DC was used to explore alterations in the centrality of PD-FOG correlated with brain node levels. PD-FOG cognitive network dysfunction was further revealed via a seed-based functional connectivity (FC) analysis. In addition, correlation analyses were carried out between clinical symptoms and acquired connectivity measurement. Results Compared to the PD-nFOG group, the PD-FOG group showed remarkably increased DC values in the right middle frontal gyrus (RMFG). There were no significant differences in other gray matter regions. Importantly, the clinical severity of FOG was related to the mean DC values in the RMFG. This brain region served as a seed in secondary seed-based FC analysis, and we further found FC changes in the right precuneus, right inferior frontal gyrus, right superior frontal gyrus (SFG), and cerebellum. Conclusion Increased RMFG activity and FC network alterations in the middle frontal cortex with the precuneus, inferior, and SFG, and the cerebellum may have great potential in brain dysfunction in PD with FOG.
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Affiliation(s)
- MiaoRan Guo
- Department of Radiology, The First Affiliated Hospital of China Medical University, Shenyang, China
| | - Yan Ren
- Department of Neurology, The First Affiliated Hospital of China Medical University, Shenyang, China
| | - HongMei Yu
- Department of Neurology, The First Affiliated Hospital of China Medical University, Shenyang, China
| | - HuaGuang Yang
- Department of Radiology, The First Affiliated Hospital of China Medical University, Shenyang, China
| | - ChengHao Cao
- Department of Radiology, The First Affiliated Hospital of China Medical University, Shenyang, China
| | - YingMei Li
- Department of Radiology, The First Affiliated Hospital of China Medical University, Shenyang, China
| | - GuoGuang Fan
- Department of Radiology, The First Affiliated Hospital of China Medical University, Shenyang, China
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17
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VandeVrede L, Ljubenkov PA, Rojas JC, Welch AE, Boxer AL. Four-Repeat Tauopathies: Current Management and Future Treatments. Neurotherapeutics 2020; 17:1563-1581. [PMID: 32676851 PMCID: PMC7851277 DOI: 10.1007/s13311-020-00888-5] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023] Open
Abstract
Four-repeat tauopathies are a neurodegenerative disease characterized by brain parenchymal accumulation of a specific isoform of the protein tau, which gives rise to a wide breadth of clinical syndromes encompassing diverse symptomatology, with the most common syndromes being progressive supranuclear palsy-Richardson's and corticobasal syndrome. Despite the lack of effective disease-modifying therapies, targeted treatment of symptoms can improve quality of life for patients with 4-repeat tauopathies. However, managing these symptoms can be a daunting task, even for those familiar with the diseases, as they span motor, sensory, cognitive, affective, autonomic, and behavioral domains. This review describes current approaches to symptomatic management of common clinical symptoms in 4-repeat tauopathies with a focus on practical patient management, including pharmacologic and nonpharmacologic strategies, and concludes with a discussion of the history and future of disease-modifying therapeutics and clinical trials in this population.
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Affiliation(s)
- Lawren VandeVrede
- Memory and Aging Center, Department of Neurology, University of California San Francisco, San Francisco, California, USA.
| | - Peter A Ljubenkov
- Memory and Aging Center, Department of Neurology, University of California San Francisco, San Francisco, California, USA
| | - Julio C Rojas
- Memory and Aging Center, Department of Neurology, University of California San Francisco, San Francisco, California, USA
| | - Ariane E Welch
- Memory and Aging Center, Department of Neurology, University of California San Francisco, San Francisco, California, USA
| | - Adam L Boxer
- Memory and Aging Center, Department of Neurology, University of California San Francisco, San Francisco, California, USA
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18
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Martí-Andrés G, van Bommel L, Meles SK, Riverol M, Valentí R, Kogan RV, Renken RJ, Gurvits V, van Laar T, Pagani M, Prieto E, Luquin MR, Leenders KL, Arbizu J. Multicenter Validation of Metabolic Abnormalities Related to PSP According to the MDS-PSP Criteria. Mov Disord 2020; 35:2009-2018. [PMID: 32822512 DOI: 10.1002/mds.28217] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2020] [Revised: 05/31/2020] [Accepted: 06/22/2020] [Indexed: 01/08/2023] Open
Abstract
It remains unclear whether the supportive imaging features described in the diagnostic criteria for progressive supranuclear palsy (PSP) are suitable for the full clinical spectrum. The aim of the current study was to define and cross-validate the pattern of glucose metabolism in the brain associated with a diagnosis of different PSP variants. A retrospective multicenter cohort study performed on 73 PSP patients who were referred for a fluorodeoxyglucose positron emission tomography PET scan: PSP-Richardson's syndrome, n = 47; PSP-parkinsonian variant, n = 18; and progressive gait freezing, n = 8. In addition, we included 55 healthy controls and 58 Parkinson's disease (PD) patients. Scans were normalized by global mean activity. We analyzed the regional differences in metabolism between the groups. Moreover, we applied a multivariate analysis to obtain a PSP-related pattern that was cross-validated in independent populations at the individual level. Group analysis showed relative hypometabolism in the midbrain, basal ganglia, thalamus, and frontoinsular cortices and hypermetabolism in the cerebellum and sensorimotor cortices in PSP patients compared with healthy controls and PD patients, the latter with more severe involvement in the basal ganglia and occipital cortices. The PSP-related pattern obtained confirmed the regions described above. At the individual level, the PSP-related pattern showed optimal diagnostic accuracy to distinguish between PSP and healthy controls (sensitivity, 80.4%; specificity, 96.9%) and between PSP and PD (sensitivity, 80.4%; specificity, 90.7%). Moreover, PSP-Richardson's syndrome and PSP-parkinsonian variant patients showed significantly more PSP-related pattern expression than PD patients and healthy controls. The glucose metabolism assessed by fluorodeoxyglucose PET is a useful and reproducible supportive diagnostic tool for PSP-Richardson's syndrome and PSP-parkinsonian variant. © 2020 International Parkinson and Movement Disorder Society.
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Affiliation(s)
- Gloria Martí-Andrés
- Department of Neurology, Clínica Universidad de Navarra, University of Navarra, Pamplona, Spain.,IdiSNA (Navarra Institute for Health Research), Pamplona, Spain
| | - Liza van Bommel
- Department of Neurology, University Medical Center Groningen, Groningen, the Netherlands
| | - Sanne K Meles
- Department of Neurology, University Medical Center Groningen, Groningen, the Netherlands
| | - Mario Riverol
- Department of Neurology, Clínica Universidad de Navarra, University of Navarra, Pamplona, Spain.,IdiSNA (Navarra Institute for Health Research), Pamplona, Spain
| | - Rafael Valentí
- Department of Neurology, Clínica Universidad de Navarra, University of Navarra, Pamplona, Spain.,IdiSNA (Navarra Institute for Health Research), Pamplona, Spain
| | - Rosalie V Kogan
- Department of Nuclear Medicine and Molecular Imaging, University Medical Center Groningen, Groningen, the Netherlands
| | - Remco J Renken
- NeuroImaging Center, University Medical Center Groningen, Groningen, the Netherlands
| | - Vita Gurvits
- Department of Nuclear Medicine and Molecular Imaging, University Medical Center Groningen, Groningen, the Netherlands
| | - Teus van Laar
- Department of Neurology, University Medical Center Groningen, Groningen, the Netherlands
| | - Marco Pagani
- Institute of Cognitive Sciences and Technologies, CNR, Rome, Italy
| | - Elena Prieto
- Department of Medical Physics, Clínica Universidad de Navarra, Pamplona, Spain
| | - M Rosario Luquin
- Department of Neurology, Clínica Universidad de Navarra, University of Navarra, Pamplona, Spain.,IdiSNA (Navarra Institute for Health Research), Pamplona, Spain
| | - Klaus L Leenders
- Department of Neurology, University Medical Center Groningen, Groningen, the Netherlands.,Department of Nuclear Medicine and Molecular Imaging, University Medical Center Groningen, Groningen, the Netherlands
| | - Javier Arbizu
- IdiSNA (Navarra Institute for Health Research), Pamplona, Spain.,Department of Nuclear Medicine and Molecular Imaging, Clínica Universidad de Navarra, University of Navarra, Pamplona, Spain
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19
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Mitchell T, Starrs F, Soucy JP, Thiel A, Paquette C. Impaired Sensorimotor Processing During Complex Gait Precedes Behavioral Changes in Middle-aged Adults. J Gerontol A Biol Sci Med Sci 2020; 74:1861-1869. [PMID: 30247510 DOI: 10.1093/gerona/gly210] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2018] [Indexed: 11/14/2022] Open
Abstract
Gait impairment during complex walking in older adults is thought to result from a progressive failure to compensate for deteriorating peripheral inputs by central neural processes. It is the primary hypothesis of this article that failure of higher cerebral adaptations may already be present in middle-aged adults who do not present observable gait impairments. We, therefore, compared metabolic brain activity during steering of gait (ie, complex locomotion) and straight walking (ie, simple locomotion) in young and middle-aged individuals. Cerebral distribution of [18F]-fluorodeoxyglucose, a marker of brain synaptic activity, was assessed during over ground straight walking and steering of gait using positron emission tomography in seven young adults (aged 24 ± 3) and seven middle-aged adults (aged 59 ± 3). Brain regions involved in steering of gait (posterior parietal cortex, superior frontal gyrus, and cerebellum) are retained in middle age. However, despite similar walking performance, there are age-related differences in the distribution of [18F]-fluorodeoxyglucose during steering: middle-aged adults have (i) increased activation of precentral and fusiform gyri, (ii) reduced deactivation of multisensory cortices (inferior frontal, postcentral, and fusiform gyri), and (iii) reduced activation of the middle frontal gyrus and cuneus. Our results suggest that preclinical decline in central sensorimotor processing in middle age is observable during complex walking.
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Affiliation(s)
- Trina Mitchell
- Department of Kinesiology and Physical Education, McGill University, Montréal, Quebec.,Centre for Interdisciplinary Research Rehabilitation of Greater Montreal, Montréal, Quebec
| | - Faryn Starrs
- Department of Kinesiology and Physical Education, McGill University, Montréal, Quebec.,Centre for Interdisciplinary Research Rehabilitation of Greater Montreal, Montréal, Quebec
| | - Jean-Paul Soucy
- Department of Neurology and Neurosurgery, McGill University, Montréal, Quebec.,PERFORM Centre, Concordia University, Montréal, Quebec
| | - Alexander Thiel
- Department of Neurology and Neurosurgery, McGill University, Montréal, Quebec.,Jewish General Hospital, Lady Davis Institute for Medical Research, Montréal, Quebec, Canada
| | - Caroline Paquette
- Department of Kinesiology and Physical Education, McGill University, Montréal, Quebec.,Centre for Interdisciplinary Research Rehabilitation of Greater Montreal, Montréal, Quebec
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20
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Lee A, Kim H, Kim J, Choi DS, Jung JH, Lee J, Kim YH. Modulating Effects of Whole-body Vibration on Cortical Activity and Gait Function in Chronic Stroke Patients. BRAIN & NEUROREHABILITATION 2020; 13:e12. [PMID: 36744184 PMCID: PMC9879458 DOI: 10.12786/bn.2020.13.e12] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2020] [Revised: 02/28/2020] [Accepted: 03/05/2020] [Indexed: 11/08/2022] Open
Abstract
Whole-body vibration exercise (WBVe) can provide proper somatosensory stimulation and improve muscle strength in stroke patients. This study investigated the effects of WBVe on gait function and cortical activity in patients with chronic stroke. Thirty stroke patients were randomly assigned to either the WBVe or the control group. The WBVe group received the vibration in a half-squat position for 5 minutes at an intensity of 20 Hz. The control group kept the same posture but did not receive the vibration. Cortical activity was investigated using functional near-infrared spectroscopy (fNIRS). Gait function was assessed by a 10-m walk test (10MWT), a timed up and go (TUG) test, a Fugl-Meyer Assessment, and a Tinetti Performance-Oriented Mobility Assessment (TPOMA). In group analysis of the fNIRS data, oxygenated hemoglobin concentration was significantly increased in the ipsilesional supplementary motor area, bilateral sensorimotor cortex, and contralesional prefrontal cortex in the WBVe group compared to the control group (p < 0.05). Functional assessment demonstrated a significant interaction between time and group for the 10MWT and TUG test, suggesting that the WBVe group demonstrated meaningful improvement after intervention (p < 0.05). These results suggested that WBVe modulated the cerebral cortical activities and resulted in improvement of gait function in chronic stroke patients. Trial Registration ClinicalTrials.gov Identifier: NCT03375346.
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Affiliation(s)
- Ahee Lee
- Department of Health Sciences and Technology, SAIHST, Sungkyunkwan University, Seoul, Korea.,Department of Physical and Rehabilitation Medicine, Center for Prevention and Rehabilitation, Heart Vascular Stroke Institute, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Heegoo Kim
- Department of Health Sciences and Technology, SAIHST, Sungkyunkwan University, Seoul, Korea.,Department of Physical and Rehabilitation Medicine, Center for Prevention and Rehabilitation, Heart Vascular Stroke Institute, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Jinuk Kim
- Department of Health Sciences and Technology, SAIHST, Sungkyunkwan University, Seoul, Korea.,Department of Physical and Rehabilitation Medicine, Center for Prevention and Rehabilitation, Heart Vascular Stroke Institute, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | | | - Jae Hwan Jung
- Department of Physical and Rehabilitation Medicine, Ilsan Central Hospital, Ilsan, Korea
| | - Jungsoo Lee
- Department of Physical and Rehabilitation Medicine, Center for Prevention and Rehabilitation, Heart Vascular Stroke Institute, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Yun-Hee Kim
- Department of Health Sciences and Technology, SAIHST, Sungkyunkwan University, Seoul, Korea.,Department of Physical and Rehabilitation Medicine, Center for Prevention and Rehabilitation, Heart Vascular Stroke Institute, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea.,Department of Medical Device Management and Research, Department of Digital Health, SAIHST, Sungkyunkwan University, Seoul, Korea
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21
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Stay TL, Miterko LN, Arancillo M, Lin T, Sillitoe RV. In vivo cerebellar circuit function is disrupted in an mdx mouse model of Duchenne muscular dystrophy. Dis Model Mech 2019; 13:dmm040840. [PMID: 31704708 PMCID: PMC6906634 DOI: 10.1242/dmm.040840] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2019] [Accepted: 10/30/2019] [Indexed: 12/20/2022] Open
Abstract
Duchenne muscular dystrophy (DMD) is a debilitating and ultimately lethal disease involving progressive muscle degeneration and neurological dysfunction. DMD is caused by mutations in the dystrophin gene, which result in extremely low or total loss of dystrophin protein expression. In the brain, dystrophin is heavily localized to cerebellar Purkinje cells, which control motor and non-motor functions. In vitro experiments in mouse Purkinje cells revealed that loss of dystrophin leads to low firing rates and high spiking variability. However, it is still unclear how the loss of dystrophin affects cerebellar function in the intact brain. Here, we used in vivo electrophysiology to record Purkinje cells and cerebellar nuclear neurons in awake and anesthetized female mdx (also known as Dmd) mice. Purkinje cell simple spike firing rate is significantly lower in mdx mice compared to controls. Although simple spike firing regularity is not affected, complex spike regularity is increased in mdx mutants. Mean firing rate in cerebellar nuclear neurons is not altered in mdx mice, but their local firing pattern is irregular. Based on the relatively well-preserved cytoarchitecture in the mdx cerebellum, our data suggest that faulty signals across the circuit between Purkinje cells and cerebellar nuclei drive the abnormal firing activity. The in vivo requirements of dystrophin during cerebellar circuit communication could help explain the motor and cognitive anomalies seen in individuals with DMD.This article has an associated First Person interview with the first author of the paper.
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Affiliation(s)
- Trace L Stay
- Department of Pathology and Immunology, Baylor College of Medicine, Houston, TX 77030, USA
- Department of Neuroscience, Baylor College of Medicine, Houston, TX 77030, USA
- Jan and Dan Duncan Neurological Research Institute of Texas Children's Hospital, 1250 Moursund Street, Suite 1325, Houston, TX 77030, USA
| | - Lauren N Miterko
- Department of Pathology and Immunology, Baylor College of Medicine, Houston, TX 77030, USA
- Jan and Dan Duncan Neurological Research Institute of Texas Children's Hospital, 1250 Moursund Street, Suite 1325, Houston, TX 77030, USA
- Program in Developmental Biology, Baylor College of Medicine, Houston, TX 77030, USA
| | - Marife Arancillo
- Jan and Dan Duncan Neurological Research Institute of Texas Children's Hospital, 1250 Moursund Street, Suite 1325, Houston, TX 77030, USA
| | - Tao Lin
- Jan and Dan Duncan Neurological Research Institute of Texas Children's Hospital, 1250 Moursund Street, Suite 1325, Houston, TX 77030, USA
| | - Roy V Sillitoe
- Department of Pathology and Immunology, Baylor College of Medicine, Houston, TX 77030, USA
- Department of Neuroscience, Baylor College of Medicine, Houston, TX 77030, USA
- Jan and Dan Duncan Neurological Research Institute of Texas Children's Hospital, 1250 Moursund Street, Suite 1325, Houston, TX 77030, USA
- Program in Developmental Biology, Baylor College of Medicine, Houston, TX 77030, USA
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22
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Pyatigorskaya N, Yahia‐Cherif L, Gaurav R, Ewenczyk C, Gallea C, Valabregue R, Gargouri F, Magnin B, Degos B, Roze E, Bardinet E, Poupon C, Arnulf I, Vidailhet M, Lehericy S. Multimodal Magnetic Resonance Imaging Quantification of Brain Changes in Progressive Supranuclear Palsy. Mov Disord 2019; 35:161-170. [DOI: 10.1002/mds.27877] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2019] [Revised: 08/17/2019] [Accepted: 09/15/2019] [Indexed: 12/11/2022] Open
Affiliation(s)
- Nadya Pyatigorskaya
- Institut du Cerveau et de la Moelle–ICM, Centre de NeuroImagerie de Recherche–CENIR Paris France
- ICM, Sorbonne Université, UPMC Univ Paris 06 UMR S 1127, CNRS UMR 7225 Paris France
- Service de Neuroradiologie, APHP, Hôpital Pitié‐Salpêtrière Paris France
| | - Lydia Yahia‐Cherif
- Institut du Cerveau et de la Moelle–ICM, Centre de NeuroImagerie de Recherche–CENIR Paris France
- ICM, Sorbonne Université, UPMC Univ Paris 06 UMR S 1127, CNRS UMR 7225 Paris France
| | - Rahul Gaurav
- Institut du Cerveau et de la Moelle–ICM, Centre de NeuroImagerie de Recherche–CENIR Paris France
- ICM, Sorbonne Université, UPMC Univ Paris 06 UMR S 1127, CNRS UMR 7225 Paris France
| | - Claire Ewenczyk
- ICM, Sorbonne Université, UPMC Univ Paris 06 UMR S 1127, CNRS UMR 7225 Paris France
- Clinique des mouvements anormaux, Département des Maladies du Système Nerveux Hôpital Pitié‐Salpêtrière, APHP Paris France
| | - Cecile Gallea
- Institut du Cerveau et de la Moelle–ICM, Centre de NeuroImagerie de Recherche–CENIR Paris France
- ICM, Sorbonne Université, UPMC Univ Paris 06 UMR S 1127, CNRS UMR 7225 Paris France
| | - Romain Valabregue
- Institut du Cerveau et de la Moelle–ICM, Centre de NeuroImagerie de Recherche–CENIR Paris France
- ICM, Sorbonne Université, UPMC Univ Paris 06 UMR S 1127, CNRS UMR 7225 Paris France
| | - Fatma Gargouri
- Institut du Cerveau et de la Moelle–ICM, Centre de NeuroImagerie de Recherche–CENIR Paris France
- ICM, Sorbonne Université, UPMC Univ Paris 06 UMR S 1127, CNRS UMR 7225 Paris France
| | - Benoit Magnin
- Service de Radiologie, CHU Clermont‐Ferrand Clermont‐Ferrand France
| | - Bertrand Degos
- Service de Neurologie, Hôpital Avicenne, APHP Bobigny France
| | - Emmanuel Roze
- ICM, Sorbonne Université, UPMC Univ Paris 06 UMR S 1127, CNRS UMR 7225 Paris France
- Clinique des mouvements anormaux, Département des Maladies du Système Nerveux Hôpital Pitié‐Salpêtrière, APHP Paris France
| | - Eric Bardinet
- Institut du Cerveau et de la Moelle–ICM, Centre de NeuroImagerie de Recherche–CENIR Paris France
- ICM, Sorbonne Université, UPMC Univ Paris 06 UMR S 1127, CNRS UMR 7225 Paris France
| | | | - Isabelle Arnulf
- ICM, Sorbonne Université, UPMC Univ Paris 06 UMR S 1127, CNRS UMR 7225 Paris France
- Service de pathologies du Sommeil, Hôpital Pitié‐Salpêtrière, APHP Paris France
| | - Marie Vidailhet
- ICM, Sorbonne Université, UPMC Univ Paris 06 UMR S 1127, CNRS UMR 7225 Paris France
- Clinique des mouvements anormaux, Département des Maladies du Système Nerveux Hôpital Pitié‐Salpêtrière, APHP Paris France
| | - Stéphane Lehericy
- Institut du Cerveau et de la Moelle–ICM, Centre de NeuroImagerie de Recherche–CENIR Paris France
- ICM, Sorbonne Université, UPMC Univ Paris 06 UMR S 1127, CNRS UMR 7225 Paris France
- Service de Neuroradiologie, APHP, Hôpital Pitié‐Salpêtrière Paris France
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23
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Dieterich M, Brandt T. Perception of Verticality and Vestibular Disorders of Balance and Falls. Front Neurol 2019; 10:172. [PMID: 31001184 PMCID: PMC6457206 DOI: 10.3389/fneur.2019.00172] [Citation(s) in RCA: 99] [Impact Index Per Article: 19.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2018] [Accepted: 02/08/2019] [Indexed: 11/16/2022] Open
Abstract
Objective: To review current knowledge of the perception of verticality, its normal function and disorders. This is based on an integrative graviceptive input from the vertical semicircular canals and the otolith organs. Methods: The special focus is on human psychophysics, neurophysiological and imaging data on the adjustments of subjective visual vertical (SVV) and the subjective postural vertical. Furthermore, examples of mathematical modeling of specific vestibular cell functions for orientation in space in rodents and in patients are briefly presented. Results: Pathological tilts of the SVV in the roll plane are most sensitive and frequent clinical vestibular signs of unilateral lesions extending from the labyrinths via the brainstem and thalamus to the parieto-insular vestibular cortex. Due to crossings of ascending graviceptive fibers, peripheral vestibular and pontomedullary lesions cause ipsilateral tilts of the SVV; ponto-mesencephalic lesions cause contralateral tilts. In contrast, SVV tilts, which are measured in unilateral vestibular lesions at thalamic and cortical levels, have two different characteristic features: (i) they may be ipsi- or contralateral, and (ii) they are smaller than those found in lower brainstem or peripheral lesions. Motor signs such as head tilt and body lateropulsion, components of ocular tilt reaction, are typical for vestibular lesions of the peripheral vestibular organ and the pontomedullary brainstem (vestibular nucleus). They are less frequent in midbrain lesions (interstitial nucleus of Cajal) and rare in cortical lesions. Isolated body lateropulsion is chiefly found in caudal lateral medullary brainstem lesions. Vestibular function in the roll plane and its disorders can be mathematically modeled by an attractor model of angular head velocity cell and head direction cell function. Disorders manifesting with misperception of the body vertical are the pusher syndrome, the progressive supranuclear palsy, or the normal pressure hydrocephalus; they may affect roll and/or pitch plane. Conclusion: Clinical determinations of the SVV are easy and reliable. They indicate acute unilateral vestibular dysfunctions, the causative lesion of which extends from labyrinth to cortex. They allow precise topographical diagnosis of side and level in unilateral brainstem or peripheral vestibular disorders. SVV tilts may coincide with or differ from the perception of body vertical, e.g., in isolated body lateropulsion.
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Affiliation(s)
- Marianne Dieterich
- German Center for Vertigo and Balance Disorders, Ludwig-Maximilians University, Munich, Germany.,Department of Neurology, Ludwig-Maximilians University, Munich, Germany.,Munich Cluster for Systems Neurology, Munich, Germany
| | - Thomas Brandt
- German Center for Vertigo and Balance Disorders, Ludwig-Maximilians University, Munich, Germany.,Clinical Neuroscience, Ludwig-Maximilians University, Munich, Germany
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24
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Al-Yahya E, Mahmoud W, Meester D, Esser P, Dawes H. Neural Substrates of Cognitive Motor Interference During Walking; Peripheral and Central Mechanisms. Front Hum Neurosci 2019; 12:536. [PMID: 30687049 PMCID: PMC6333849 DOI: 10.3389/fnhum.2018.00536] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2018] [Accepted: 12/20/2018] [Indexed: 12/22/2022] Open
Abstract
Current gait control models suggest that independent locomotion depends on central and peripheral mechanisms. However, less information is available on the integration of these mechanisms for adaptive walking. In this cross-sectional study, we investigated gait control mechanisms in people with Parkinson’s disease (PD) and healthy older (HO) adults: at self-selected walking speed (SSWS) and at fast walking speed (FWS). We measured effect of additional cognitive task (DT) and increased speed on prefrontal (PFC) and motor cortex (M1) activation, and Soleus H-reflex gain. Under DT-conditions we observed increased activation in PFC and M1. Whilst H-reflex gain decreased with additional cognitive load for both groups and speeds, H-reflex gain was lower in PD compared to HO while walking under ST condition at SSWS. Attentional load in PFC excites M1, which in turn increases inhibition on H-reflex activity during walking and reduces activity and sensitivity of peripheral reflex during the stance phase of gait. Importantly this effect on sensitivity was greater in HO. We have previously observed that the PFC copes with increased attentional load in young adults with no impact on peripheral reflexes and we suggest that gait instability in PD may in part be due to altered sensorimotor functioning reducing the sensitivity of peripheral reflexes.
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Affiliation(s)
- Emad Al-Yahya
- School of Rehabilitation Sciences, The University of Jordan, Amman, Jordan.,Movement Science Group, Faculty of Health and Life Sciences, Oxford Brookes University, Oxford, United Kingdom
| | - Wala' Mahmoud
- Movement Science Group, Faculty of Health and Life Sciences, Oxford Brookes University, Oxford, United Kingdom.,Institute for Clinical Psychology and Behavioural Neurobiology, Eberhard Karls Universität Tübingen, Tübingen, Germany
| | - Daan Meester
- Movement Science Group, Faculty of Health and Life Sciences, Oxford Brookes University, Oxford, United Kingdom
| | - Patrick Esser
- Movement Science Group, Faculty of Health and Life Sciences, Oxford Brookes University, Oxford, United Kingdom.,Faculty of Health and Life Sciences, Centre for Movement, Occupational and Rehabilitation Sciences, OxINMAHR, Oxford Brookes University, Oxford, United Kingdom
| | - Helen Dawes
- Movement Science Group, Faculty of Health and Life Sciences, Oxford Brookes University, Oxford, United Kingdom.,Faculty of Health and Life Sciences, Centre for Movement, Occupational and Rehabilitation Sciences, OxINMAHR, Oxford Brookes University, Oxford, United Kingdom
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25
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Duncan SJ, Gosling A, Panchuk D, Polman RCJ. Validation of a multidirectional locomotive dual-task paradigm to evaluate task-related differences in event-related electro-cortical activity. Behav Brain Res 2018; 361:122-130. [PMID: 30583028 DOI: 10.1016/j.bbr.2018.12.039] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2018] [Revised: 11/28/2018] [Accepted: 12/20/2018] [Indexed: 01/25/2023]
Abstract
A fundamental aspect of everyday function is the ability to simultaneously execute both cognitive and motor tasks. The ability to perform such tasks is commonly assessed using a dual-task paradigm that has the capacity to manipulate both cognitive and motor components of an action. Dual-task performance provides an opportunity to obtain an insight into how cognitive and motor function are affected during natural tasks (e.g., locomotion). The following study aimed to determine the effectiveness of using a goal-directed multidirectional locomotor task to measure differences in task-related (tasks of increasing difficulty) electro-cortical activity. In the single-task condition participants walked around a grid-based track, performing directional changes at each intersection in response to a sensory stimulus. In the dual-task condition participants performed the same primary task while performing a simultaneous memory recall task. Behavioural differences in trial completion time and electro-cortical activity were identified in relation to the posterior N2 and P3 component mean amplitudes. The results showed that, while performing a higher-level cognitive task during walking (dual-task), interference arises in a shared system that influences neural mechanisms involved in attention and selection for action, and later cognitive processes recruited in working memory and cognitive control. This study extends previous work and shows that performing a more complex cognitive task while walking, elicits interference effects sensitive to higher-level cognitive processes, and takes the next step towards measurement of electro-cortical activity within naturalistic environments.
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Affiliation(s)
- Shelley J Duncan
- School of Sport, Health and Social Sciences, Solent University, Southampton, SO14 OYN, UK.
| | - Angela Gosling
- Psychology Department, University of East London, London, E16 2RD, UK
| | - Derek Panchuk
- Institute of Sport, Exercise and Active Living, Victoria University, Melbourne, 8001, Australia
| | - Remco C J Polman
- School of Exercise & Nutrition Sciences, Queensland University of Technology, Brisbane, 4059, Australia
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26
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Srivastava A, Ahmad OF, Pacia CP, Hallett M, Lungu C. The Relationship between Saccades and Locomotion. J Mov Disord 2018; 11:93-106. [PMID: 30086615 PMCID: PMC6182301 DOI: 10.14802/jmd.18018] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2018] [Accepted: 04/26/2018] [Indexed: 12/11/2022] Open
Abstract
Human locomotion involves a complex interplay among multiple brain regions and depends on constant feedback from the visual system. We summarize here the current understanding of the relationship among fixations, saccades, and gait as observed in studies sampling eye movements during locomotion, through a review of the literature and a synthesis of the relevant knowledge on the topic. A significant overlap in locomotor and saccadic neural circuitry exists that may support this relationship. Several animal studies have identified potential integration nodes between these overlapping circuitries. Behavioral studies that explored the relationship of saccadic and gait-related impairments in normal conditions and in various disease states are also discussed. Eye movements and locomotion share many underlying neural circuits, and further studies can leverage this interplay for diagnostic and therapeutic purposes.
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Affiliation(s)
- Anshul Srivastava
- Human Motor Control Section, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA
| | - Omar F Ahmad
- Human Motor Control Section, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA
| | - Christopher Pham Pacia
- Department of Biomedical Engineering, Washington University in St. Louis, Saint Louis, MO, USA
| | - Mark Hallett
- Human Motor Control Section, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA
| | - Codrin Lungu
- Division of Clinical Research, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA
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27
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Walker Z, Gandolfo F, Orini S, Garibotto V, Agosta F, Arbizu J, Bouwman F, Drzezga A, Nestor P, Boccardi M, Altomare D, Festari C, Nobili F. Clinical utility of FDG PET in Parkinson's disease and atypical parkinsonism associated with dementia. Eur J Nucl Med Mol Imaging 2018; 45:1534-1545. [PMID: 29779045 PMCID: PMC6061481 DOI: 10.1007/s00259-018-4031-2] [Citation(s) in RCA: 72] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2018] [Accepted: 04/16/2018] [Indexed: 12/11/2022]
Abstract
Purpose There are no comprehensive guidelines for the use of FDG PET in the following three clinical scenarios: (1) diagnostic work-up of patients with idiopathic Parkinson’s disease (PD) at risk of future cognitive decline, (2) discriminating idiopathic PD from progressive supranuclear palsy, and (3) identifying the underlying neuropathology in corticobasal syndrome. Methods We therefore performed three literature searches and evaluated the selected studies for quality of design, risk of bias, inconsistency, imprecision, indirectness and effect size. Critical outcomes were the sensitivity, specificity, accuracy, positive/negative predictive value, area under the receiving operating characteristic curve, and positive/negative likelihood ratio of FDG PET in detecting the target condition. Using the Delphi method, a panel of seven experts voted for or against the use of FDG PET based on published evidence and expert opinion. Results Of 91 studies selected from the three literature searches, only four included an adequate quantitative assessment of the performance of FDG PET. The majority of studies lacked robust methodology due to lack of critical outcomes, inadequate gold standard and no head-to-head comparison with an appropriate reference standard. The panel recommended the use of FDG PET for all three clinical scenarios based on nonquantitative evidence of clinical utility. Conclusion Despite widespread use of FDG PET in clinical practice and extensive research, there is still very limited good quality evidence for the use of FDG PET. However, in the opinion of the majority of the panellists, FDG PET is a clinically useful imaging biomarker for idiopathic PD and atypical parkinsonism associated with dementia.
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Affiliation(s)
- Zuzana Walker
- Division of Psychiatry, University College London, London, UK. .,St Margaret's Hospital, Essex Partnership University NHS Foundation Trust, Epping, CM16 6TN, UK.
| | - Federica Gandolfo
- Alzheimer Operative Unit, IRCCS S. Giovanni di Dio, Fatebenefratelli, Brescia, Italy
| | - Stefania Orini
- Alzheimer Operative Unit, IRCCS S. Giovanni di Dio, Fatebenefratelli, Brescia, Italy
| | - Valentina Garibotto
- Division of Nuclear Medicine and Molecular Imaging, Department of Medical Imaging, University Hospitals of Geneva, Geneva University, Geneva, Switzerland
| | - Federica Agosta
- Neuroimaging Research Unit, Institute of Experimental Neurology, Division of Neuroscience, San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy
| | - Javier Arbizu
- Department of Nuclear Medicine, Clinica Universidad de Navarra, University of Navarra, Pamplona, Spain
| | - Femke Bouwman
- Department of Neurology & Alzheimer Center, Amsterdam Neuroscience, VU University Medical Center, Amsterdam, The Netherlands
| | - Alexander Drzezga
- Department of Nuclear Medicine, University Hospital of Cologne, University of Cologne and German Center for Neurodegenerative Diseases (DZNE), Cologne, Germany
| | - Peter Nestor
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany.,Queensland Brain Institute, University of Queensland and the Mater Hospital, Brisbane, Australia
| | - Marina Boccardi
- LANVIE (Laboratoire de Neuroimagerie du Vieillissement), Department of Psychiatry, University of Geneva, Geneva, Switzerland.,LANE - Laboratory of Alzheimer's Neuroimaging & Epidemiology, IRCCS S. Giovanni di Dio, Fatebenefratelli, Brescia, Italy
| | - Daniele Altomare
- LANE - Laboratory of Alzheimer's Neuroimaging & Epidemiology, IRCCS S. Giovanni di Dio, Fatebenefratelli, Brescia, Italy.,Department of Molecular and Translational Medicine, University of Brescia, Brescia, Italy
| | - Cristina Festari
- LANE - Laboratory of Alzheimer's Neuroimaging & Epidemiology, IRCCS S. Giovanni di Dio, Fatebenefratelli, Brescia, Italy.,Department of Molecular and Translational Medicine, University of Brescia, Brescia, Italy
| | - Flavio Nobili
- Department of Neuroscience (DINOGMI), University of Genoa & Clinical Neurology Polyclinic IRCCS San Martino-IST, Genoa, Italy.
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Ge J, Wu J, Peng S, Wu P, Wang J, Zhang H, Guan Y, Eidelberg D, Zuo C, Ma Y. Reproducible network and regional topographies of abnormal glucose metabolism associated with progressive supranuclear palsy: Multivariate and univariate analyses in American and Chinese patient cohorts. Hum Brain Mapp 2018. [PMID: 29536636 DOI: 10.1002/hbm.24044] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023] Open
Abstract
Progressive supranuclear palsy (PSP) is a rare movement disorder and often difficult to distinguish clinically from Parkinson's disease (PD) and multiple system atrophy (MSA) in early phases. In this study, we report reproducible disease-related topographies of brain network and regional glucose metabolism associated with PSP in clinically-confirmed independent cohorts of PSP, MSA, and PD patients and healthy controls in the USA and China. Using 18 F-FDG PET images from PSP and healthy subjects, we applied spatial covariance analysis with bootstrapping to identify a PSP-related pattern (PSPRP) and estimate its reliability, and evaluated the ability of network scores for differential diagnosis. We also detected regional metabolic differences using statistical parametric mapping analysis. We produced a highly reliable PSPRP characterized by relative metabolic decreases in the middle prefrontal cortex/cingulate, ventrolateral prefrontal cortex, striatum, thalamus and midbrain, covarying with relative metabolic increases in the hippocampus, insula and parieto-temporal regions. PSPRP network scores correlated positively with PSP duration and accurately discriminated between healthy, PSP, MSA and PD groups in two separate cohorts of parkinsonian patients at both early and advanced stages. Moreover, PSP patients shared many overlapping areas with abnormal metabolism in the same cortical and subcortical regions as in the PSPRP. With rigorous cross-validation, this study demonstrated highly comparable and reproducible PSP-related metabolic topographies at network and regional levels across different patient populations and PET scanners. Metabolic brain network activity may serve as a reliable and objective marker of PSP, although cross-validation applying recent diagnostic criteria and classification is warranted.
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Affiliation(s)
- Jingjie Ge
- PET Center, Huashan Hospital, Fudan University, 518 East Wuzhong Road, Xuhui District, Shanghai, 200235, China
| | - Jianjun Wu
- Department of Neurology, Huashan Hospital, Fudan University, 12 Middle Wulumuqi Road, Shanghai, 200040, China
| | - Shichun Peng
- Center for Neurosciences, The Feinstein Institute for Medical Research, Northwell Health, 350 Community Drive, Manhasset, New York, 11030
| | - Ping Wu
- PET Center, Huashan Hospital, Fudan University, 518 East Wuzhong Road, Xuhui District, Shanghai, 200235, China
| | - Jian Wang
- Department of Neurology, Huashan Hospital, Fudan University, 12 Middle Wulumuqi Road, Shanghai, 200040, China
| | - Huiwei Zhang
- PET Center, Huashan Hospital, Fudan University, 518 East Wuzhong Road, Xuhui District, Shanghai, 200235, China
| | - Yihui Guan
- PET Center, Huashan Hospital, Fudan University, 518 East Wuzhong Road, Xuhui District, Shanghai, 200235, China
| | - David Eidelberg
- Center for Neurosciences, The Feinstein Institute for Medical Research, Northwell Health, 350 Community Drive, Manhasset, New York, 11030
| | - Chuantao Zuo
- PET Center, Huashan Hospital, Fudan University, 518 East Wuzhong Road, Xuhui District, Shanghai, 200235, China
| | - Yilong Ma
- Center for Neurosciences, The Feinstein Institute for Medical Research, Northwell Health, 350 Community Drive, Manhasset, New York, 11030
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Selge C, Schoeberl F, Zwergal A, Nuebling G, Brandt T, Dieterich M, Schniepp R, Jahn K. Gait analysis in PSP and NPH. Neurology 2018; 90:e1021-e1028. [DOI: 10.1212/wnl.0000000000005168] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2017] [Accepted: 12/22/2017] [Indexed: 12/21/2022] Open
Abstract
ObjectiveTo test whether quantitative gait analysis of gait under single- and dual-task conditions can be used for a differential diagnosis of progressive supranuclear palsy (PSP) and idiopathic normal-pressure hydrocephalus (iNPH).MethodsIn this cross-sectional study, temporal and spatial gait parameters were analyzed in 38 patients with PSP (Neurological Disorders and Stroke and Society for Progressive Supranuclear Palsy diagnostic criteria), 27 patients with iNPH (international iNPH guidelines), and 38 healthy controls. A pressure-sensitive carpet was used to examine gait under 5 conditions: single task (preferred, slow, and maximal speed), cognitive dual task (walking with serial 7 subtractions), and motor dual task (walking while carrying a tray).ResultsThe main results were as follows. First, both patients with PSP and those with iNPH exhibited significant gait dysfunction, which was worse in patients with iNPH with a more broad-based gait (p < 0.001). Second, stride time variability was increased in both patient groups, more pronounced in PSP (p = 0.009). Third, cognitive dual task led to a greater reduction of gait velocity in PSP (PSP 34.4% vs iNPH 16.9%, p = 0.002). Motor dual task revealed a dissociation of gait performance: patients with PSP considerably worsened, but patients with iNPH tended to improve.ConclusionPatients with PSP seem to be more sensitive to dual-task perturbations than patients with iNPH. An increased step width and anisotropy of the effect of dual-task conditions (cognitive vs motor) seem to be good diagnostic tools for iNPH.
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Xu Z, Arbizu J, Pavese N. PET Molecular Imaging in Atypical Parkinsonism. INTERNATIONAL REVIEW OF NEUROBIOLOGY 2018; 142:3-36. [DOI: 10.1016/bs.irn.2018.09.001] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
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Herold F, Wiegel P, Scholkmann F, Thiers A, Hamacher D, Schega L. Functional near-infrared spectroscopy in movement science: a systematic review on cortical activity in postural and walking tasks. NEUROPHOTONICS 2017; 4:041403. [PMID: 28924563 PMCID: PMC5538329 DOI: 10.1117/1.nph.4.4.041403] [Citation(s) in RCA: 178] [Impact Index Per Article: 25.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/04/2017] [Accepted: 06/23/2017] [Indexed: 05/07/2023]
Abstract
Safe locomotion is a crucial aspect of human daily living that requires well-functioning motor control processes. The human neuromotor control of daily activities such as walking relies on the complex interaction of subcortical and cortical areas. Technical developments in neuroimaging systems allow the quantification of cortical activation during the execution of motor tasks. Functional near-infrared spectroscopy (fNIRS) seems to be a promising tool to monitor motor control processes in cortical areas in freely moving subjects. However, so far, there is no established standardized protocol regarding the application and data processing of fNIRS signals that limits the comparability among studies. Hence, this systematic review aimed to summarize the current knowledge about application and data processing in fNIRS studies dealing with walking or postural tasks. Fifty-six articles of an initial yield of 1420 publications were reviewed and information about methodology, data processing, and findings were extracted. Based on our results, we outline the recommendations with respect to the design and data processing of fNIRS studies. Future perspectives of measuring fNIRS signals in movement science are discussed.
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Affiliation(s)
- Fabian Herold
- Otto von Guericke University Magdeburg, Institute III, Department of Sport Science, Magdeburg, Germany
- Address all correspondence to: Fabian Herold, E-mail:
| | - Patrick Wiegel
- University of Freiburg, Department of Sport Science, Freiburg, Germany
| | - Felix Scholkmann
- University of Zurich, University Hospital Zurich, Department of Neonatology, Biomedical Optics Research Laboratory, Zurich, Switzerland
| | - Angelina Thiers
- Otto von Guericke University Magdeburg, Institute III, Department of Sport Science, Magdeburg, Germany
| | - Dennis Hamacher
- Otto von Guericke University Magdeburg, Institute III, Department of Sport Science, Magdeburg, Germany
| | - Lutz Schega
- Otto von Guericke University Magdeburg, Institute III, Department of Sport Science, Magdeburg, Germany
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Wittenberg E, Thompson J, Nam CS, Franz JR. Neuroimaging of Human Balance Control: A Systematic Review. Front Hum Neurosci 2017; 11:170. [PMID: 28443007 PMCID: PMC5385364 DOI: 10.3389/fnhum.2017.00170] [Citation(s) in RCA: 91] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2016] [Accepted: 03/22/2017] [Indexed: 12/13/2022] Open
Abstract
This review examined 83 articles using neuroimaging modalities to investigate the neural correlates underlying static and dynamic human balance control, with aims to support future mobile neuroimaging research in the balance control domain. Furthermore, this review analyzed the mobility of the neuroimaging hardware and research paradigms as well as the analytical methodology to identify and remove movement artifact in the acquired brain signal. We found that the majority of static balance control tasks utilized mechanical perturbations to invoke feet-in-place responses (27 out of 38 studies), while cognitive dual-task conditions were commonly used to challenge balance in dynamic balance control tasks (20 out of 32 studies). While frequency analysis and event related potential characteristics supported enhanced brain activation during static balance control, that in dynamic balance control studies was supported by spatial and frequency analysis. Twenty-three of the 50 studies utilizing EEG utilized independent component analysis to remove movement artifacts from the acquired brain signals. Lastly, only eight studies used truly mobile neuroimaging hardware systems. This review provides evidence to support an increase in brain activation in balance control tasks, regardless of mechanical, cognitive, or sensory challenges. Furthermore, the current body of literature demonstrates the use of advanced signal processing methodologies to analyze brain activity during movement. However, the static nature of neuroimaging hardware and conventional balance control paradigms prevent full mobility and limit our knowledge of neural mechanisms underlying balance control.
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Affiliation(s)
- Ellen Wittenberg
- Edward P. Fitts Department of Industrial and Systems Engineering, North Carolina State UniversityRaleigh, NC, USA
| | - Jessica Thompson
- Joint Department of Biomedical Engineering, University of North Carolina at Chapel Hill and North Carolina State UniversityChapel Hill, NC, USA
| | - Chang S Nam
- Edward P. Fitts Department of Industrial and Systems Engineering, North Carolina State UniversityRaleigh, NC, USA
| | - Jason R Franz
- Joint Department of Biomedical Engineering, University of North Carolina at Chapel Hill and North Carolina State UniversityChapel Hill, NC, USA
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Cortical activation during balancing on a balance board. Hum Mov Sci 2017; 51:51-58. [DOI: 10.1016/j.humov.2016.11.002] [Citation(s) in RCA: 37] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2016] [Revised: 07/26/2016] [Accepted: 11/07/2016] [Indexed: 01/28/2023]
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Bluett B, Litvan I, Cheng S, Juncos J, Riley DE, Standaert DG, Reich SG, Hall DA, Kluger B, Shprecher D, Marras C, Jankovic J. Understanding falls in progressive supranuclear palsy. Parkinsonism Relat Disord 2016; 35:75-81. [PMID: 28007518 DOI: 10.1016/j.parkreldis.2016.12.009] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/08/2016] [Revised: 11/12/2016] [Accepted: 12/14/2016] [Indexed: 12/01/2022]
Abstract
INTRODUCTION Progressive supranuclear palsy (PSP) is characterized by frequent falls which worsen with disease progression, causing substantial morbidity and mortality. Few studies have investigated which factors contribute to falls in PSP, and all have involved few participants, thus lacking necessary statistical power. The aim of this study was to identify clinical parameters most significantly associated with increasing falls in PSP, using the largest sample of patients to date. METHODS Comprehensive clinical data were collected from 339 not demented PSP patients meeting the NINDS-SPSP criteria, who were divided into two groups - Infrequent Fallers (IF; n = 118) with rare falls, and Frequent Fallers (FF; n = 221) who fell occasionally to multiple times a day. Of 198 clinical parameters, we hypothesized 38 to be correlated with an increasing risk of falls. These 38 parameters were analyzed via univariate regression analysis to determine the strength of their association with fall frequency. Unit odds ratios identified the magnitude with which each parameter resulted in an increasing risk of falls. RESULTS Twenty-five of 38 parameters analyzed were significantly associated with fall frequency based on univariate analysis. Symptom duration, clinical measures of disease severity, and several motoric and oculomotor clinical parameters were associated with FF. Examined cognitive parameters and slowing of vertical saccades were not. CONCLUSIONS The clinical parameters identified as associated with increased frequency of falls improve our understanding of why they occur and may help identify not demented PSP patients at risk for increasing falls.
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Affiliation(s)
- Brent Bluett
- Cleveland Clinic Lou Ruvo Center for Brain Health, USA; University of California San Diego, Department of Neurosciences, USA
| | - Irene Litvan
- University of California San Diego, Department of Neurosciences, USA.
| | | | | | | | | | | | | | | | - David Shprecher
- University of Utah, USA; Banner Sun Health Research Institute, USA
| | - Connie Marras
- Morton and Gloria Shulman Movement Disorders Centre and the Edmond J Safra Program in Parkinson's Research, Toronto Western Hospital, Canada
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Becker-Bense S, Buchholz HG, Baier B, Schreckenberger M, Bartenstein P, Zwergal A, Brandt T, Dieterich M. Functional Plasticity after Unilateral Vestibular Midbrain Infarction in Human Positron Emission Tomography. PLoS One 2016; 11:e0165935. [PMID: 27824897 PMCID: PMC5100888 DOI: 10.1371/journal.pone.0165935] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2016] [Accepted: 10/20/2016] [Indexed: 11/18/2022] Open
Abstract
The aim of the study was to uncover mechanisms of central compensation of vestibular function at brainstem, cerebellar, and cortical levels in patients with acute unilateral midbrain infarctions presenting with an acute vestibular tone imbalance. Eight out of 17 patients with unilateral midbrain infarctions were selected on the basis of signs of a vestibular tone imbalance, e.g., graviceptive (tilts of perceived verticality) and oculomotor dysfunction (skew deviation, ocular torsion) in F18-fluordeoxyglucose (FDG)-PET at two time points: A) in the acute stage, and B) after recovery 6 months later. Lesion-behavior mapping analyses with MRI verified the exact structural lesion sites. Group subtraction analyses and comparisons with healthy controls were performed with Statistic Parametric Mapping for the PET data. A comparison of PET A of acute-stage patients with that of healthy controls showed increases in glucose metabolism in the cerebellum, motion-sensitive visual cortex areas, and inferior temporal lobe, but none in vestibular cortex areas. At the supratentorial level bilateral signal decreases dominated in the thalamus, frontal eye fields, and anterior cingulum. These decreases persisted after clinical recovery in contrast to the increases. The transient activations can be attributed to ocular motor and postural recovery (cerebellum) and sensory substitution of vestibular function for motion perception (visual cortex). The persisting deactivation in the thalamic nuclei and frontal eye fields allows alternative functional interpretations of the thalamic nuclei: either a disconnection of ascending sensory input occurs or there is a functional mismatch between expected and actual vestibular activity. Our data support the view that both thalami operate separately for each hemisphere but receive vestibular input from ipsilateral and contralateral midbrain integration centers. Normally they have gatekeeper functions for multisensory input to the cortex and automatic motor output to subserve balance and locomotion, as well as sensorimotor integration.
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Affiliation(s)
- Sandra Becker-Bense
- Department of Neurology, University of Munich, Munich, Germany
- German Center for Vertigo and Balance Disorders-IFB, University of Munich, Munich, Germany
| | - Hans-Georg Buchholz
- Department of Nuclear Medicine, Johannes Gutenberg-University, Mainz, Germany
| | - Bernhard Baier
- Department of Neurology, Johannes Gutenberg-University, Mainz, Germany
| | | | - Peter Bartenstein
- German Center for Vertigo and Balance Disorders-IFB, University of Munich, Munich, Germany
- Department of Nuclear Medicine, University of Munich, Munich, Germany
- Munich Cluster of Systems Neurology (SyNergy), University of Munich, Munich, Germany
| | - Andreas Zwergal
- Department of Neurology, University of Munich, Munich, Germany
- German Center for Vertigo and Balance Disorders-IFB, University of Munich, Munich, Germany
| | - Thomas Brandt
- German Center for Vertigo and Balance Disorders-IFB, University of Munich, Munich, Germany
- Institute for Clinical Neuroscience, University of Munich, Munich, Germany
| | - Marianne Dieterich
- Department of Neurology, University of Munich, Munich, Germany
- German Center for Vertigo and Balance Disorders-IFB, University of Munich, Munich, Germany
- Munich Cluster of Systems Neurology (SyNergy), University of Munich, Munich, Germany
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A systematic review of lessons learned from PET molecular imaging research in atypical parkinsonism. Eur J Nucl Med Mol Imaging 2016; 43:2244-2254. [PMID: 27470326 PMCID: PMC5047923 DOI: 10.1007/s00259-016-3464-8] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2016] [Accepted: 07/11/2016] [Indexed: 12/27/2022]
Abstract
PURPOSE To systematically review the previous studies and current status of positron emission tomography (PET) molecular imaging research in atypical parkinsonism. METHODS MEDLINE, ISI Web of Science, Cochrane Library, and Scopus electronic databases were searched for articles published until 29th March 2016 and included brain PET studies in progressive supranuclear palsy (PSP), multiple system atrophy (MSA), and corticobasal syndrome (CBS). Only articles published in English and in peer-reviewed journals were included in this review. Case-reports, reviews, and non-human studies were excluded. RESULTS Seventy-seven PET studies investigating the dopaminergic system, glucose metabolism, microglial activation, hyperphosphorilated tau, opioid receptors, the cholinergic system, and GABAA receptors in PSP, MSA, and CBS patients were included in this review. Disease-specific patterns of reduced glucose metabolism have shown higher accuracy than dopaminergic imaging techniques to distinguish between parkinsonian syndromes. Microglial activation has been found in all forms of atypical parkinsonism and reflects the known distribution of neuropathologic changes in these disorders. Opioid receptors are decreased in the striatum of PSP and MSA patients. Subcortical cholinergic dysfunction was more severe in MSA and PSP than Parkinson's disease patients although no significant changes in cortical cholinergic receptors were seen in PSP with cognitive impairment. GABAA receptors were decreased in metabolically affected cortical and subcortical regions in PSP patients. CONCLUSIONS PET molecular imaging has provided valuable insight for understanding the mechanisms underlying atypical parkinsonism. Changes at a molecular level occur early in the course of these neurodegenerative diseases and PET imaging provides the means to aid differential diagnosis, monitor disease progression, identify of novel targets for pharmacotherapy, and monitor response to new treatments.
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Subjective body vertical: a promising diagnostic tool in idiopathic normal pressure hydrocephalus? J Neurol 2016; 263:1819-27. [DOI: 10.1007/s00415-016-8186-0] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2016] [Revised: 05/02/2016] [Accepted: 05/27/2016] [Indexed: 10/21/2022]
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Fasano A, Herman T, Tessitore A, Strafella AP, Bohnen NI. Neuroimaging of Freezing of Gait. JOURNAL OF PARKINSONS DISEASE 2016; 5:241-54. [PMID: 25757831 PMCID: PMC4923721 DOI: 10.3233/jpd-150536] [Citation(s) in RCA: 84] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Functional brain imaging techniques appear ideally suited to explore the pathophysiology of freezing of gait (FOG). In the last two decades, techniques based on magnetic resonance or nuclear medicine imaging have found a number of structural changes and functional disconnections between subcortical and cortical regions of the locomotor network in patients with FOG. FOG seems to be related in part to disruptions in the "executive-attention" network along with regional tissue loss including the premotor area, inferior frontal gyrus, precentral gyrus, the parietal and occipital areas involved in visuospatial functions of the right hemisphere. Several subcortical structures have been also involved in the etiology of FOG, principally the caudate nucleus and the locomotor centers in the brainstem. Maladaptive neural compensation may present transiently in the presence of acute conflicting motor, cognitive or emotional stimulus processing, thus causing acute network overload and resulting in episodic impairment of stepping.In this review we will summarize the state of the art of neuroimaging research for FOG. We will also discuss the limitations of current approaches and delineate the next steps of neuroimaging research to unravel the pathophysiology of this mysterious motor phenomenon.
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Affiliation(s)
- Alfonso Fasano
- Morton and Gloria Shulman Movement Disorders Centre and the Edmond J. Safra Program in Parkinson's Disease, Toronto Western Hospital, University Health Network, Toronto, ON, Canada
| | - Talia Herman
- Center for the study of Movement, Cognition and Mobility, Department of Neurology, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel
| | - Alessandro Tessitore
- Department of Medical, Surgical, Neurological, Metabolic and Aging Sciences, Second University of Naples, Naples, Italy
| | - Antonio P Strafella
- Morton and Gloria Shulman Movement Disorders Centre and the Edmond J. Safra Program in Parkinson's Disease, Toronto Western Hospital, University Health Network, Toronto, ON, Canada
| | - Nicolaas I Bohnen
- Departments of Radiology and Neurology, University of Michigan, and Neurology Service and GRECC, VAAAHS, Ann Arbor, MI, USA
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Wang M, Jiang S, Yuan Y, Zhang L, Ding J, Wang J, Zhang J, Zhang K, Wang J. Alterations of functional and structural connectivity of freezing of gait in Parkinson’s disease. J Neurol 2016; 263:1583-92. [DOI: 10.1007/s00415-016-8174-4] [Citation(s) in RCA: 93] [Impact Index Per Article: 11.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2016] [Revised: 05/15/2016] [Accepted: 05/17/2016] [Indexed: 11/24/2022]
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Nuebling G, Hensler M, Paul S, Zwergal A, Crispin A, Lorenzl S. PROSPERA: a randomized, controlled trial evaluating rasagiline in progressive supranuclear palsy. J Neurol 2016; 263:1565-74. [PMID: 27230855 DOI: 10.1007/s00415-016-8169-1] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2016] [Revised: 05/11/2016] [Accepted: 05/11/2016] [Indexed: 12/22/2022]
Abstract
To date, pharmacological treatment options for progressive supranuclear palsy (PSP), a neurodegenerative tauopathy, are limited. The MAO-B inhibitor rasagiline has shown neuroprotective effects in preclinical models of neurodegeneration. To evaluate the safety, tolerability and therapeutic effect of rasagiline on symptom progression in PSP. In this 1-year randomized, double-blind, placebo-controlled trial, 44 patients fulfilling the NINDS-PSP criteria were randomized to 1 mg/d rasagiline or placebo. The combined primary endpoint included symptom progression as measured by the PSP rating scale (PSP-RS) and the requirement of L-dopa rescue medication. Secondary endpoints included Schwab and England Activities of Daily Living (SEADL), Montgomery-Åsberg Depression Rating Scale, Mini Mental State Examination, Frontal Assessment Battery and posturographic measurements. Of the 44 patients randomized, 26 completed the trial per protocol. Rasagiline was well tolerated, with a slight increase of known side effects (hallucinations, ventricular extrasystoles). No effect on the primary endpoint (p = 0.496) was detected. Symptom progression averaged at 11.2 (rasagiline) and 10.8 (placebo) points per year (ΔPSP-RS). No difference was seen in SEADL, depression, cognitive function, frontal executive function and posturographic measurements. Post hoc analyses of PSP-RS subdomains indicate a potential beneficial effect in the "limb motor" subdomain, whereas performance appeared lower in the "mentation" and "history" subdomains in the treatment group. While rasagiline is well tolerated in PSP, a beneficial effect on overall symptom progression was not detected. Post hoc analyses suggest the implementation of more specific endpoints in future studies.
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Affiliation(s)
- Georg Nuebling
- Department of Neurology, Klinikum der Universität München, Ludwig-Maximilians-University, Munich, Germany. .,Department of Palliative Care, Klinikum der Universität München, Ludwig-Maximilians-University, Munich, Germany.
| | - Mira Hensler
- Department of Neurology, Klinikum der Universität München, Ludwig-Maximilians-University, Munich, Germany
| | - Sabine Paul
- Department of Neurology, Klinikum der Universität München, Ludwig-Maximilians-University, Munich, Germany
| | - Andreas Zwergal
- Department of Neurology, Klinikum der Universität München, Ludwig-Maximilians-University, Munich, Germany.,German Center for Vertigo and Balance Disorders, DSGZ, Ludwig-Maximilians-University, Munich, Germany
| | - Alexander Crispin
- Institute of Medical Informatics, Biometry and Epidemiology, Ludwig-Maximilians-University, Munich, Germany
| | - Stefan Lorenzl
- Department of Neurology, Klinikum der Universität München, Ludwig-Maximilians-University, Munich, Germany.,Department of Palliative Care, Klinikum der Universität München, Ludwig-Maximilians-University, Munich, Germany.,Endowed Professorship for Interdisciplinary Research in Palliative Care, Institute of Nursing Science and Practice, Paracelsus Medical University, Salzburg, Austria
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Physiological brainstem mechanisms of trigeminal nociception: An fMRI study at 3T. Neuroimage 2016; 124:518-525. [DOI: 10.1016/j.neuroimage.2015.09.023] [Citation(s) in RCA: 52] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2015] [Revised: 09/09/2015] [Accepted: 09/10/2015] [Indexed: 11/23/2022] Open
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Tard C, Delval A, Devos D, Lopes R, Lenfant P, Dujardin K, Hossein-Foucher C, Semah F, Duhamel A, Defebvre L, Le Jeune F, Moreau C. Brain metabolic abnormalities during gait with freezing in Parkinson’s disease. Neuroscience 2015; 307:281-301. [DOI: 10.1016/j.neuroscience.2015.08.063] [Citation(s) in RCA: 43] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2014] [Revised: 08/25/2015] [Accepted: 08/25/2015] [Indexed: 11/28/2022]
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Brain activity during walking: A systematic review. Neurosci Biobehav Rev 2015; 57:310-27. [PMID: 26306029 DOI: 10.1016/j.neubiorev.2015.08.002] [Citation(s) in RCA: 194] [Impact Index Per Article: 21.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2015] [Revised: 05/27/2015] [Accepted: 08/02/2015] [Indexed: 01/11/2023]
Abstract
BACKGROUND This systematic review provides an overview of the literature deducing information about brain activation during (1) imagined walking using MRI/fMRI or (2) during real walking using measurement systems as fNIRS, EEG and PET. METHODS Three independent reviewers undertook an electronic database research browsing six databases. The search request consisted of three search fields. The first field comprised common methods to evaluate brain activity. The second search field comprised synonyms for brain responses to movements. The third search field comprised synonyms for walking. RESULTS 48 of an initial yield of 1832 papers were reviewed. We found differences in cortical activity regarding young vs. old individuals, physically fit vs. physically unfit cohorts, healthy people vs. patients with neurological diseases, and between simple and complex walking tasks. CONCLUSIONS We summarize that the dimension of brain activity in different brain areas during walking is highly sensitive to task complexity, age and pathologies supporting previous assumptions underpinning the significance of cortical control. Many compensation mechanisms reflect the brain's plasticity which ensures stable walking.
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Peterson DS, Fling BW, Mancini M, Cohen RG, Nutt JG, Horak FB. Dual-task interference and brain structural connectivity in people with Parkinson's disease who freeze. J Neurol Neurosurg Psychiatry 2015; 86:786-92. [PMID: 25224677 PMCID: PMC4363035 DOI: 10.1136/jnnp-2014-308840] [Citation(s) in RCA: 58] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/19/2014] [Accepted: 08/27/2014] [Indexed: 11/03/2022]
Abstract
BACKGROUND Freezing of gait in people with Parkinson's disease (PD) is likely related to attentional control (ie, ability to divide and switch attention). However, the neural pathophysiology of altered attentional control in individuals with PD who freeze is unknown. Structural connectivity of the pedunculopontine nucleus has been related to freezing and may play a role in altered attentional control; however, this relationship has not been investigated. We measured whether dual-task interference, defined as the reduction in gait performance during dual-task walking, is more pronounced in individuals with PD who freeze, and whether dual-task interference is associated with structural connectivity and/or executive function in this population. METHODS We measured stride length in 13 people with PD with and 12 without freezing of gait during normal and dual-task walking. We also assessed asymmetry of pedunculopontine nucleus structural connectivity via diffusion tensor imaging and performance on cognitive tests assessing inhibition and set-shifting, cognitive domains related to freezing. RESULTS Although stride length was not different across groups, change in stride length between normal and dual-task gait (ie, dual-task interference) was more pronounced in people with PD who freeze compared to non-freezers. Further, in people with PD who freeze, dual-task interference was correlated with asymmetry of pedunculopontine nucleus structural connectivity, Go-NoGo target accuracy (ability to release a response) and simple reaction time. CONCLUSIONS These results support the hypothesis that freezing is related to altered attentional control during gait, and suggest that differences in pedunculopontine nucleus connectivity contribute to poorer attentional control in people with PD who freeze.
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Affiliation(s)
- Daniel S Peterson
- Department of Neurology, School of Medicine, Oregon Health & Science University, Portland, Oregon, USA Portland Veterans Affairs Medical Center, Portland, Oregon, USA
| | - Brett W Fling
- Department of Neurology, School of Medicine, Oregon Health & Science University, Portland, Oregon, USA Portland Veterans Affairs Medical Center, Portland, Oregon, USA
| | - Martina Mancini
- Department of Neurology, School of Medicine, Oregon Health & Science University, Portland, Oregon, USA
| | - Rajal G Cohen
- Department of Psychology & Communication Studies, University of Idaho, Moscow, Idaho, USA
| | - John G Nutt
- Department of Neurology, School of Medicine, Oregon Health & Science University, Portland, Oregon, USA
| | - Fay B Horak
- Department of Neurology, School of Medicine, Oregon Health & Science University, Portland, Oregon, USA Portland Veterans Affairs Medical Center, Portland, Oregon, USA
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Weiss PH, Herzog J, Pötter-Nerger M, Falk D, Herzog H, Deuschl G, Volkmann J, Fink GR. Subthalamic nucleus stimulation improves Parkinsonian gait via brainstem locomotor centers. Mov Disord 2015; 30:1121-5. [PMID: 25914247 DOI: 10.1002/mds.26229] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2014] [Revised: 02/18/2015] [Accepted: 03/10/2015] [Indexed: 11/09/2022] Open
Abstract
BACKGROUND Subthalamic deep brain stimulation (STN-DBS) can ameliorate gait disturbances in Parkinson's disease (PD). Using motor imagery and positron emission tomography (PET), we investigated how STN-DBS interacts with supraspinal locomotor centers in PD. METHODS Ten PD patients with bilateral STN-DBS actually walked or stood still under STN-DBS ON or OFF conditions. Directly thereafter, subjects imagined walking or standing while changes in regional cerebral blood flow were measured by PET. RESULTS Independent of STN-DBS, imagined walking distance correlated with imagery duration. Compared with STN-DBS OFF, STN-DBS ON improved actual gait and increased imagined walking distance. Imagery of gait (vs. stance) induced activity in the supplementary motor area and the right superior parietal lobule for both STN-DBS conditions. The improvement of imagined gait during STN-DBS ON led to activity changes in the pedunculopontine nucleus/mesencephalic locomotor region (PPN/MLR). CONCLUSIONS Data suggest that STN-DBS improves Parkinsonian gait by modulating PPN/MLR activity.
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Affiliation(s)
- Peter H Weiss
- Department of Neurology, University Hospital, University of Cologne, Köln, Germany.,Cognitive Neuroscience, Institute of Neuroscience and Medicine (INM-3), Research Center Jülich, Jülich, Germany
| | - Jan Herzog
- Department of Neurology, Christian-Albrechts-University Kiel, Kiel, Germany
| | - Monika Pötter-Nerger
- Department of Neurology, University Hospital Hamburg-Eppendorf, Hamburg, Germany
| | - Daniela Falk
- Department of Neurosurgery, Christian-Albrechts-University Kiel, Kiel, Germany
| | - Hans Herzog
- Medical Imaging Physics, Institute of Neuroscience and Medicine (INM-4), Research Center Jülich, Jülich, Germany
| | - Günther Deuschl
- Department of Neurology, Christian-Albrechts-University Kiel, Kiel, Germany
| | - Jens Volkmann
- Department of Neurology, University Hospital, University of Würzburg, Würzburg, Germany
| | - Gereon R Fink
- Department of Neurology, University Hospital, University of Cologne, Köln, Germany.,Cognitive Neuroscience, Institute of Neuroscience and Medicine (INM-3), Research Center Jülich, Jülich, Germany
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Key emerging issues in progressive supranuclear palsy and corticobasal degeneration. J Neurol 2015; 262:783-8. [PMID: 25701010 DOI: 10.1007/s00415-015-7682-y] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2015] [Accepted: 02/12/2015] [Indexed: 12/12/2022]
Abstract
It has been approximately 50 years since neurologists were introduced to the entities, "progressive supranuclear palsy" and "corticobasal degeneration". Since the two seminal publications, there have been significant advancements in our understanding of these two neurodegenerative diseases, particularly the fact that both are associated with tau. Recent advances over the past 3 years that are notable to the field are discussed in this review that covers clinical diagnosis, pathological features, neuroimaging and CSF biomarkers, genetic associations and clinical trials related to progressive supranuclear palsy and corticobasal degeneration.
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Mohammadi F, Bruijn SM, Vervoort G, van Wegen EE, Kwakkel G, Verschueren S, Nieuwboer A. Motor Switching and Motor Adaptation Deficits Contribute to Freezing of Gait in Parkinson’s Disease. Neurorehabil Neural Repair 2014; 29:132-42. [DOI: 10.1177/1545968314545175] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Background. Patients with freezing of gait (FOG) have more difficulty with switching tasks as well as controlling the spatiotemporal parameters of gait than patients without FOG. Objective. To compare the ability of patients with and without FOG to adjust their gait to sudden speed switching and to prolonged walking in asymmetrical conditions. Methods. Gait characteristics of 10 freezers, 12 non-freezers, and 12 controls were collected during tied-belt conditions (3 and 4 km/h), motor switching and reswitching (increase of speed in one belt from 3 to 4 km/h and vice versa), and adaptation (adjustment to asymmetrical gait) and re-adaptation (returning to symmetrical gait) on a split-belt treadmill. Results. Following switching, freezers showed the largest increase of step length asymmetry ( P = .001). All groups gradually adapted their gait to asymmetrical conditions, but freezers were slower and demonstrated larger final asymmetry than the other 2 groups ( P = .001). After reswitching, freezers again showed the largest step length asymmetry ( P = .01). During re-adaptation, both controls and non-freezers reached symmetrical levels, but freezers did not. Interestingly, only immediately after switching did one episode of FOG and one episode of festination occur in 2 different patients. Conclusions. Freezers have more difficulties adapting their gait during both suddenly triggered and continued gait speed asymmetry. The impaired ability of freezers during both switching and reswitching would suggest that they have an adaptive deficit rather than difficulties with asymmetry per se. Future work needs to address whether these adaptation problems can be ameliorated with rehabilitation.
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Affiliation(s)
| | - Sjoerd M. Bruijn
- VU University Amsterdam, Amsterdam, The Netherlands
- First Affiliated Hospital of Fujian Medical University, Fujian, People’s Republic of China
| | | | | | - Gert Kwakkel
- VU University Medical Center, Amsterdam, The Netherlands
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Abstract
Freezing of gait is a disabling symptom of Parkinson's disease that causes a paroxysmal cessation of normal footsteps while walking. Despite a great deal of empirical research, the pathophysiological mechanisms underlying the symptom remain unclear. In this targeted review, we synthesize recent insights from research into freezing in an effort to clarify the neurobiological basis of this phenomenon. We conclude that freezing manifests via a common neural pathway in which transient increases in inhibitory basal ganglia output lead to decreased activity within the brainstem structures that coordinate gait. This cascade may be triggered through dopaminergic depletion in the striatum and over-activity within the subthalamic nucleus. These insights may benefit both the diagnostic and therapeutic management of freezing in Parkinson's disease.
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Affiliation(s)
- Simon J G Lewis
- Parkinson's Disease Research Clinic, Brain and Mind Research Institute, The University of Sydney, Sydney, New South Wales, Australia
| | - James M Shine
- Parkinson's Disease Research Clinic, Brain and Mind Research Institute, The University of Sydney, Sydney, New South Wales, Australia
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Bohnen NI, Jahn K. Imaging: What can it tell us about parkinsonian gait? Mov Disord 2014; 28:1492-500. [PMID: 24132837 DOI: 10.1002/mds.25534] [Citation(s) in RCA: 68] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2013] [Revised: 04/08/2013] [Accepted: 04/29/2013] [Indexed: 11/10/2022] Open
Abstract
Functional neuroimaging has provided new tools to study cerebral gait control in Parkinson's disease (PD). First, imaging of blood flow functions has identified a supraspinal locomotor network that includes the (frontal) cortex, basal ganglia, brainstem tegmentum, and cerebellum. These studies also emphasize the cognitive and attentional dependency of gait in PD. Furthermore, gait in PD and related syndromes like progressive supranuclear palsy may be associated with dysfunction of the indirect, modulatory prefrontal-subthalamic-pedunculopontine loop of locomotor control. The direct, stereotyped locomotor loop from the primary motor cortex to the spinal cord with rhythmic cerebellar input appears to be preserved and may contribute to the unflexible gait pattern in parkinsonian gait. Second, neurotransmitter and proteinopathy imaging studies are beginning to unravel novel mechanisms of parkinsonian gait and postural disturbances. Dopamine displacement imaging studies have shown evidence for a mesofrontal dopaminergic shift from a depleted striatum in parkinsonian gait. This may place additional burden on other brain systems mediating attention functions to perform previously automatic motor tasks. For example, our preliminary cholinergic imaging studies suggest significant slowing of gait speed when additional forebrain cholinergic denervation occurs in PD. Cholinergic denervation of the pedunculopontine nucleus and its thalamic projections have been associated with falls and impaired postural control. Deposition of β-amyloid may represent another non-dopaminergic correlate of gait disturbance in PD. These findings illustrate the emergence of dopamine non-responsive gait problems to reflect the transition from a predominantly hypodopaminergic disorder to a multisystem neurodegenerative disorder involving non-dopaminergic locomotor network structures and pathologies.
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Affiliation(s)
- Nicolaas I Bohnen
- Department of Radiology, University of Michigan, Ann Arbor, Michigan, USA; Department of Neurology, University of Michigan, Ann Arbor, Michigan, USA; Neurology Service and Geriatric Research, Education, and Clinical Center, VA Ann Arbor Healthcare System, Ann Arbor, Michigan, USA
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Maetzler W, Nieuwhof F, Hasmann SE, Bloem BR. Emerging therapies for gait disability and balance impairment: promises and pitfalls. Mov Disord 2014; 28:1576-86. [PMID: 24132846 DOI: 10.1002/mds.25682] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2013] [Revised: 08/13/2013] [Accepted: 08/13/2013] [Indexed: 12/31/2022] Open
Abstract
Therapeutic management of gait and balance impairment during aging and neurodegeneration has long been a neglected topic. This has changed considerably during recent years, for several reasons: (1) an increasing recognition that gait and balance deficits are among the most relevant determinants of an impaired quality of life and increased mortality for affected individuals; (2) the arrival of new technology, which has allowed for new insights into the anatomy and functional (dis)integrity of gait and balance circuits; and (3) based in part on these improved insights, the development of new, more specific treatment strategies in the field of pharmacotherapy, deep brain surgery, and physiotherapy. The initial experience with these emerging treatments is encouraging, although much work remains to be done. The objective of this narrative review is to discuss several promising developments in the field of gait and balance treatment. We also address several pitfalls that can potentially hinder a fast and efficient continuation of this vital progress. Important issues that should be considered in future research include a clear differentiation between gait and balance as two distinctive targets for treatment and recognition of compensatory mechanisms as a separate target for therapeutic intervention.
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Affiliation(s)
- Walter Maetzler
- Hertie Institute for Clinical Brain Research, Department of Neurodegeneration, Center of Neurology, University of Tübingen, Tübingen, Germany; German Center for Neurodegenerative Diseases (DNZE), Tübingen, Germany
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