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Fernandes L, Coats RO, Mon-Williams M, Hafeez A, Holt R, Ford HL. A novel tool for characterising upper limb function in progressive multiple sclerosis through kinematic assessment. J Neurol Sci 2024; 462:123068. [PMID: 38850768 DOI: 10.1016/j.jns.2024.123068] [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: 01/25/2024] [Revised: 05/11/2024] [Accepted: 05/27/2024] [Indexed: 06/10/2024]
Abstract
INTRODUCTION Current upper limb assessment methods in MS rely on measuring duration in tasks like the nine-hole peg test (9HPT). Kinematic techniques may provide a more useful measure of functional change in clinical and research practice. The aim of this study was to assess upper limb function prospectively in people with progressive MS using a kinematic 3D motion capture system and compare with current measures. METHODS 42 people with progressive MS (PwPMS) and 15 healthy controls reached-and-grasped different objects whilst recorded by a kinematic assessment system. 9HPT, Expanded Disability Status Scale (EDSS), and patient reported outcome measures (PROs) were collected. All measures were taken at baseline for PwPMS and controls, and again at six months for PwPMS. RESULTS Relative to controls, PwPMS had significantly longer reaction (0.11 s, p < 0.05) and reach (0.25 s, p < 0.05) times. PwPMS took longer to pick-up (0.34 s, p < 0.05), move (0.14 s, p < 0.05), and place (0.18 s, p < 0.05) objects. PwPMS had lower peak velocities when reaching (7.4 cm/s, p < 0.05) and moving (7.3 cm/s, p < 0.05) objects. Kinematic assessment demonstrated consistent differences between PwPMS with mild and severe upper limb dysfunction as defined by PROs, which were not captured by 9HPT or EDSS in this group. PwPMS demonstrated altered grip apertures profiles, as measured by their ability to complete individual parts of the reach and grasp task, between the baseline and follow-up timepoints. CONCLUSIONS We have created and tested a novel upper limb function assessment tool which has detected changes and characteristics in hand function, not currently captured by the EDSS and 9HPT.
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Affiliation(s)
| | | | | | - Awais Hafeez
- University of Leeds, School of Mechanical Engineering, UK
| | - Raymond Holt
- University of Leeds, School of Mechanical Engineering, UK
| | - Helen L Ford
- Leeds Teaching Hospitals NHS Trust, Centre for Neurosciences, UK
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Abstract
Advances in wearable and wireless biosensing technology pave the way for a brave new world of novel multiple sclerosis (MS) outcome measures. Our current tools for examining patients date back to the 19th century and while invaluable to the neurologist invite accompaniment from these new technologies and artificial intelligence (AI) analytical methods. While the most common biosensor tool used in MS publications to date is the accelerometer, the landscape is changing quickly with multi-sensor applications, electrodermal sensors, and wireless radiofrequency waves. Some caution is warranted to ensure novel outcomes have clear clinical relevance and stand-up to the rigors of reliability, reproducibility, and precision, but the ultimate implementation of biosensing in the MS clinical setting is inevitable.
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Affiliation(s)
- Jennifer S Graves
- Department of Neurosciences, University of California San Diego, San Diego, CA, USA/Altman Clinical and Translational Research Institute, University of California San Diego, La Jolla, CA, USA
| | - Xavier Montalban
- MS Centre, St Michael’s Hospital, University of Toronto, Toronto, ON, Canada
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Application of Quantitative Motor Assessments in Friedreich Ataxia and Evaluation of Their Relation to Clinical Measures. THE CEREBELLUM 2019; 18:896-909. [DOI: 10.1007/s12311-019-01073-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
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Jeppesen Kragh F, Bruun M, Budtz-Jørgensen E, Hjermind LE, Schubert R, Reilmann R, Nielsen JE, Hasselbalch SG. Quantitative Measurements of Motor Function in Alzheimer's Disease, Frontotemporal Dementia, and Dementia with Lewy Bodies: A Proof-of-Concept Study. Dement Geriatr Cogn Disord 2019; 46:168-179. [PMID: 30257254 DOI: 10.1159/000492860] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/27/2018] [Accepted: 08/10/2018] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND This study examines the efficacy of using quantitative measurements of motor dysfunction, compared to clinical ratings, in Alzheimer's disease (AD), frontotemporal dementia (FTD), and dementia with Lewy bodies (DLB). METHODS In this cross-sectional study, 49 patients with a diagnosis of AD (n = 17), FTD (n = 19), or DLB (n = 13) were included and underwent cognitive testing, clinical motor evaluation, and quantitative motor tests: pronation/supination hand tapping, grasping and lifting, and finger and foot tapping. RESULTS Our results revealed significantly higher Q-Motor values in pronation/supination and in grip lift force assessment in AD, FTD, and DLB compared to healthy controls (HC). Q-Motor values detected significant differences between AD and HC, while clinical ratings did not. CONCLUSION Our results suggest that quantitative measurements provide more objective and sensitive measurements of motor dysfunction in dementia.
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Affiliation(s)
- Frederikke Jeppesen Kragh
- Danish Dementia Research Centre, Department of Neurology, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
| | - Marie Bruun
- Danish Dementia Research Centre, Department of Neurology, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
| | - Esben Budtz-Jørgensen
- Department of Public Health, Biostatistics, University of Copenhagen, Copenhagen, Denmark
| | - Lena Elisabeth Hjermind
- Danish Dementia Research Centre, Department of Neurology, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
| | | | - Ralf Reilmann
- The George Huntington Institute, Münster, Germany.,Department of Clinical Radiology, University of Münster, Münster, Germany.,Department of Neurodegenerative Diseases and Hertie Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany
| | - Jørgen Erik Nielsen
- Danish Dementia Research Centre, Department of Neurology, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
| | - Steen Gregers Hasselbalch
- Danish Dementia Research Centre, Department of Neurology, Rigshospitalet, University of Copenhagen, Copenhagen,
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Yousef A, Jonzzon S, Suleiman L, Arjona J, Graves JS. Biosensing in multiple sclerosis. Expert Rev Med Devices 2017; 14:901-912. [PMID: 28975814 DOI: 10.1080/17434440.2017.1388162] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
INTRODUCTION The goal of using wearable biosensors in multiple sclerosis (MS) is to provide outcome metrics with higher sensitivity to deficits and better inter-test and inter-rater reliability than standard neurological exam bedside maneuvers. A wearable biosensor not only has the potential to enhance physical exams, but also offers the promise of remote evaluations of the patient either at home or with local non-specialist providers. Areas covered: We performed a structured literature review on the use of wearable biosensors in studies of multiple sclerosis. This included accelerometers, gyroscopes, eye-trackers, grip sensors, and multi-sensors. Expert commentary: Wearable sensors that are sensitive to change in function over time have great potential to serve as outcome metrics in clinical trials. Key features of generalizability are simplicity in the application of the device and delivery of data to the provider. Another important feature to establish is best sampling rate. Having too high of a sampling rate can lead to over-interpretation of noisy data On the other hand, a low sampling rate can result in an insensitive test thus missing subtle changes of clinical interest. Of most importance is to establish metrics derived from wearable devices that provide meaningful data in longitudinal studies.
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Affiliation(s)
- Andrew Yousef
- a Department of Neurology , University of California , San Francisco , CA , USA
| | - Soren Jonzzon
- a Department of Neurology , University of California , San Francisco , CA , USA
| | - Leena Suleiman
- a Department of Neurology , University of California , San Francisco , CA , USA
| | - Jennifer Arjona
- a Department of Neurology , University of California , San Francisco , CA , USA
| | - Jennifer S Graves
- a Department of Neurology , University of California , San Francisco , CA , USA
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Holtbernd F, Deppe M, Bachmann R, Mohammadi S, Ringelstein EB, Reilmann R. Deficits in tongue motor control are linked to microstructural brain damage in multiple sclerosis: a pilot study. BMC Neurol 2015; 15:190. [PMID: 26450403 PMCID: PMC4599335 DOI: 10.1186/s12883-015-0451-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2015] [Accepted: 09/29/2015] [Indexed: 11/14/2022] Open
Abstract
Background Deterioration of fine motor control of the tongue is common in Multiple Sclerosis (MS) and has a major impact on quality of life. However, the underlying neuronal substrate is largely unknown. Here, we aimed to explore the association of tongue motor dysfunction in MS patients with overall clinical disability and structural brain damage. Methods We employed a force transducer based quantitative-motor system (Q-Motor) to objectively assess tongue function in 33 patients with MS. The variability of tongue force output (TFV) and the mean applied tongue force (TF) were measured during an isometric tongue protrusion task. Twenty-three age and gender matched healthy volunteers served as controls. Correlation analyses of motor performance in MS patients with individual disease burden as expressed by the Expanded Disability Status Scale (EDSS) and with microstructural brain damage as measured by the fractional anisotropy (FA) on Diffusion Tensor Imaging were performed. Results MS patients showed significantly increased TFV and decreased TF compared to controls (p < 0.02). TFV but not TF was correlated with the EDSS (p < 0.04). TFV was inversely correlated with FA in the bilateral posterior limb of the internal capsule expanding to the brain stem (p < 0.001), a region critical to tongue function. TF showed a weaker, positive and unilateral correlation with FA in the same region (p < 0.001). Conclusions Changes in TFV were more robust and correlated better with disease phenotype and FA changes than TF. TFV might serve as an objective and non-invasive outcome measure to augment the quantitative assessment of motor dysfunction in MS.
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Affiliation(s)
- Florian Holtbernd
- Department of Neurology, RWTH Aachen University, Pauwelsstrasse 30, 52074, Aachen, Germany.
| | - Michael Deppe
- Department of Neurology, University of Muenster, Albert-Schweitzer-Campus 1, Building A1, Muenster, Germany.
| | - Rainald Bachmann
- Department of Radiology, Marienhospital Aachen, Zeise 4, 52066, Aachen, Germany.
| | - Siawoosh Mohammadi
- Wellcome Trust Centre for Neuroimaging, UCL Institute of Neurology, University College London, 12 Queen Square, London, WC1N 3BG, UK. .,Department of Systems Neuroscience, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
| | - Erich B Ringelstein
- Department of Neurology, University of Muenster, Albert-Schweitzer-Campus 1, Building A1, Muenster, Germany.
| | - Ralf Reilmann
- George-Huntington-Institute, Technology Park Muenster, Johann-Krane-Weg 27, 48149, Muenster, Germany.,Department of Neurodegenerative Diseases and Hertie-Institute for Clinical Brain Research, University of Tuebingen, Hoppe-Seyler-Straße 3, 72076, Tuebingen, Germany.,Department of Clinical Radiology, University of Muenster, Albert-Schweitzer-Campus 1, Building A1, Muenster, Germany
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Deppe M, Marinell J, Krämer J, Duning T, Ruck T, Simon OJ, Zipp F, Wiendl H, Meuth SG. Increased cortical curvature reflects white matter atrophy in individual patients with early multiple sclerosis. NEUROIMAGE-CLINICAL 2014; 6:475-87. [PMID: 25610761 PMCID: PMC4299934 DOI: 10.1016/j.nicl.2014.02.012] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/18/2014] [Revised: 02/14/2014] [Accepted: 02/19/2014] [Indexed: 11/21/2022]
Abstract
Objective White matter atrophy occurs independently of lesions in multiple sclerosis. In contrast to lesion detection, the quantitative assessment of white matter atrophy in individual patients has been regarded as a major challenge. We therefore tested the hypothesis that white matter atrophy (WMA) is present at the very beginning of multiple sclerosis (MS) and in virtually each individual patient. To find a new sensitive and robust marker for WMA we investigated the relationship between cortical surface area, white matter volume (WMV), and whole-brain-surface-averaged rectified cortical extrinsic curvature. Based on geometrical considerations we hypothesized that cortical curvature increases if WMV decreases and the cortical surface area remains constant. Methods In total, 95 participants were enrolled: 30 patients with early and advanced relapsing–remitting MS; 30 age-matched control subjects; 30 patients with Alzheimer's disease (AD) and 5 patients with clinically isolated syndrome (CIS). Results 29/30 MS and 5/5 CIS patients showed lower WMV than expected from their intracranial volume (average reduction 13.0%, P < 10− 10), while the cortical surface area showed no significant differences compared with controls. The estimated WMV reductions were correlated with an increase in cortical curvature (R = 0.62, P = 0.000001). Discriminant analysis revealed that the curvature increase was highly specific for the MS and CIS groups (96.7% correct assignments between MS and control groups) and was significantly correlated with reduction of white matter fractional anisotropy, as determined by diffusion tensor imaging and the Expanded Disability Status Scale. As expected by the predominant gray and WM degeneration in AD, no systematic curvature increase was observed in AD. Conclusion Whole-brain-averaged cortical extrinsic curvature appears to be a specific and quantitative marker for a WMV–cortex disproportionality and allows us to assess “pure” WMA without being confounded by intracranial volume. WMA seems to be a characteristic symptom in early MS and can already occur in patients with CIS and should thus be considered in future MS research and clinical studies. We suggest cortical curvature as marker for selective white matter atrophy (WMA). This geometric marker is more specific and sensitive than volumetric measures. It is not confounded by intra-cranial volume, age, and gender. WMA seems to be a characteristic symptom in early multiple sclerosis. WMA can be also detected in patients with a clinical isolated symptom.
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Key Words
- 3D, three-dimensional
- CI, confidence interval
- CIS, clinically isolated syndrome
- Cortex
- Cortical curvature
- DTI, diffusion tensor imaging
- EDSS, Expanded Disability Status Scale
- EVAL, Münster Neuroimaging Evaluation System
- FA, fractional anisotropy
- FOV, field of view
- GM, gray matter
- GMV, gray matter volume
- GRAPPA, generalized autocalibrating partially parallel acquisition
- ICV, intracranial volume
- Imaging
- MRI
- Multiple sclerosis
- ROI, region of interest
- SD, standard deviation
- TE, echo time
- TR, repetition time
- TSE, turbo spin-echo
- WM, white matter
- WMV, white matter volume
- eWMV, estimated white matter volume
- ΔWMV, WMV − eWMV
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Affiliation(s)
- Michael Deppe
- Department of Neurology, Westfälische Wilhelms University, Münster, Germany
| | - Jasmin Marinell
- Department of Neurology, Westfälische Wilhelms University, Münster, Germany
| | - Julia Krämer
- Department of Neurology, Westfälische Wilhelms University, Münster, Germany
| | - Thomas Duning
- Department of Neurology, Westfälische Wilhelms University, Münster, Germany
| | - Tobias Ruck
- Department of Neurology, Westfälische Wilhelms University, Münster, Germany
| | - Ole J Simon
- Department of Neurology, Westfälische Wilhelms University, Münster, Germany
| | - Frauke Zipp
- Department of Neurology, Rhine Main Neuroscience Network, Johannes Gutenberg University Medical Centre Mainz, Germany
| | - Heinz Wiendl
- Department of Neurology, Westfälische Wilhelms University, Münster, Germany
| | - Sven G Meuth
- Department of Neurology, Westfälische Wilhelms University, Münster, Germany
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Bank P, van Rooijen D, Marinus J, Reilmann R, van Hilten J. Force modulation deficits in complex regional pain syndrome: A potential role for impaired sense of force production. Eur J Pain 2014; 18:1013-23. [DOI: 10.1002/j.1532-2149.2013.00446.x] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/22/2013] [Indexed: 11/10/2022]
Affiliation(s)
- P.J.M. Bank
- Department of Neurology; Leiden University Medical Center; The Netherlands
- Research Institute MOVE, Faculty of Human Movement Sciences; VU University Amsterdam; The Netherlands
| | - D.E. van Rooijen
- Department of Neurology; Leiden University Medical Center; The Netherlands
| | - J. Marinus
- Department of Neurology; Leiden University Medical Center; The Netherlands
| | - R. Reilmann
- Department of Neurology; University Clinic Muenster (UKM), Westfaelische-Wilhelms-University Muenster; Germany
- George-Huntington-Institute; Muenster Germany
| | - J.J. van Hilten
- Department of Neurology; Leiden University Medical Center; The Netherlands
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Norman KE, Héroux ME. Measures of fine motor skills in people with tremor disorders: appraisal and interpretation. Front Neurol 2013; 4:50. [PMID: 23717299 PMCID: PMC3650669 DOI: 10.3389/fneur.2013.00050] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2013] [Accepted: 04/24/2013] [Indexed: 12/04/2022] Open
Abstract
People with Parkinson's disease, essential tremor, or other movement disorders involving tremor have changes in fine motor skills that are among the hallmarks of these diseases. Numerous measurement tools have been created and other methods devised to measure such changes in fine motor skills. Measurement tools may focus on specific features - e.g., motor skills or dexterity, slowness in movement execution associated with parkinsonian bradykinesia, or magnitude of tremor. Less obviously, some tools may be better suited than others for specific goals such as detecting subtle dysfunction early in disease, revealing aspects of brain function affected by disease, or tracking changes expected from treatment or disease progression. The purpose of this review is to describe and appraise selected measurement tools of fine motor skills appropriate for people with tremor disorders. In this context, we consider the tools' content - i.e., what movement features they focus on. In addition, we consider how measurement tools of fine motor skills relate to measures of a person's disease state or a person's function. These considerations affect how one should select and interpret the results of these tools in laboratory and clinical contexts.
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Affiliation(s)
- Kathleen E. Norman
- School of Rehabilitation Therapy, Queen’s UniversityKingston, ON, Canada
- Centre for Neuroscience Studies, Queen’s UniversityKingston, ON, Canada
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Deppe M, Müller D, Kugel H, Ruck T, Wiendl H, Meuth SG. DTI detects water diffusion abnormalities in the thalamus that correlate with an extremity pain episode in a patient with multiple sclerosis. NEUROIMAGE-CLINICAL 2013; 2:258-62. [PMID: 24179780 PMCID: PMC3778262 DOI: 10.1016/j.nicl.2013.01.008] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/06/2012] [Revised: 01/15/2013] [Accepted: 01/17/2013] [Indexed: 12/13/2022]
Abstract
Background Various types of multiple sclerosis (MS) related pain have been discussed. One concept is that deafferentation secondary to lesions in the spino-thalamo-cortical network can cause central pain. However, this hypothesis is somehow limited by a lack of a robust association between pain episodes and sites of lesion location. Objective We tested the hypothesis that temporary tissue alterations in the thalamus that are not detectable by conventional magnetic resonance imaging (T1w, FLAIR) can potentially explain a focal, paroxysmal central pain episode of a patient with MS. For microstructural tissue assessment we employed ten longitudinal diffusion tensor imaging (DTI) examinations. Results We could demonstrate an abnormal, unilateral temporary increase of the fractional anisotropy (FA) in the thalamus contralateral to the affected body side. Before the pain episode and after pain relief the FA reached completely normal values as seen in identically investigated age and gender matched 100 healthy control subjects. Conclusion These findings suggest that: i.) frequently applied and quantitatively evaluated DTI could be used as a sensitive imaging technique for detection of pathological processes associated with MS not detectable with conventional imaging strategies, ii.) temporary pathological processes in the “normal-appearing” thalamus may explain waxing and waning symptoms like episodes of central pain, and iii.) cross-sectional case examinations on (MS) patients with central pain should be performed to investigate how often thalamic alterations occur together with central pain.
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Affiliation(s)
- Michael Deppe
- Department of Neurology, Westfälische Wilhelms University, Münster, Germany
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Rocca MA, Messina R, Filippi M. Multiple sclerosis imaging: recent advances. J Neurol 2012; 260:929-35. [DOI: 10.1007/s00415-012-6788-8] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2012] [Revised: 12/04/2012] [Accepted: 12/06/2012] [Indexed: 01/28/2023]
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