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Calame D, Lester E, Chiu P, Seeberger L. Using a mixed-reality headset to elicit and track clinically relevant movement in the clinic. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.07.07.24310049. [PMID: 39040166 PMCID: PMC11261950 DOI: 10.1101/2024.07.07.24310049] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/24/2024]
Abstract
Background 21st century neurology will require scalable and quantitative tools that can improve neurologic evaluations over telehealth and expand access to care. Commercially available mixed-reality headsets allow for simultaneous presentation of stimuli via holograms projected into the real world and objective and quantitative measurement of hand movement, eye movement, and phonation. Methods We created 6 tasks designed to mimic standard neurologic assessments and administered them to a single participant via the Microsoft HoloLens 2 mixed-reality headset. The tasks assessed postural hand tremor, finger tapping, pronation and supination of hands, hand and eye tracking of a center-out task, hand and eye tracking of a random motion task, and vocal assessment. Findings We show the utility of the HoloLens for commonly used neurological exams. First, we demonstrate that headset-derived holograms can project hand movements and objects in 3D space, providing a method to accurately and reproducibly present test stimuli to reduce test-test variability. Second, we found that participant hand movements closely matched holographic stimuli using a variety of metrics calculated on recorded movement data. Third, we showed that the HoloLens can record and playback exam tasks for visual inspection, sharing with other medical providers, and future analysis. Fourth, we showed that vocal recordings and analysis could be used to profile vocal characteristics over time. Together, this demonstrates the versatility of mixed reality headsets and possible applications for neurological assessment. Interpretation Administering components of the neurologic exam via a self-contained and commercially available mixed-reality headset has numerous benefits including detailed kinematic quantification, reproducible stimuli presentation from test to test, and can be self-administered expanding access to neurological care and saving hospital time and money.
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Affiliation(s)
- Dylan Calame
- Department of Neurology, University of California Los Angeles, Los Angeles, CA, USA
| | - Evan Lester
- Department of Medicine, Weill Cornell, New York City, NY, USA
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Morozumi T, Preziosa P, Meani A, Pessina G, Pagani E, Azzimonti M, Filippi M, Rocca MA. Brain and cervical spinal cord MRI correlates of sensorimotor impairment in patients with multiple sclerosis. Mult Scler 2024; 30:1004-1015. [PMID: 38912804 DOI: 10.1177/13524585241260145] [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] [Indexed: 06/25/2024]
Abstract
BACKGROUND Cervical spinal cord (cSC) lesions and atrophy contribute to disability in multiple sclerosis (MS), but associations with specific sensorimotor dysfunction require further exploration. OBJECTIVE To investigate the associations of brain and cSC magnetic resonance imaging (MRI) measures with sensorimotor impairment in MS. METHODS One hundred fifty-one MS patients and 69 healthy controls underwent 3T MRI and clinical assessments including Expanded Disability Status Scale (EDSS), 9-hole peg test (9-HPT), finger tapping test (FTT), timed 25-foot walk test (T25FWT), and vibration detection threshold (VDT). Random forest ranked brain (T2-hyperintense lesion volume (T2-LV) and normalized deep gray matter (GM), cortical and white matter (WM) volumes) and cSC (T2-LV and total, GM, and WM cross-sectional areas (CSAs) at C2/C3 level) MRI measures relevance in explaining EDSS milestones (EDSS ⩾3.0, ⩾4.0, and ⩾6.0), VDT, pyramidal and sensory functional systems (P-FS and S-FS ⩾2), and motor tests impairment. RESULTS Various combinations of brain and cSC MRI measures explained EDSS milestones (area under the curve (AUC) =0.879-0.900), VDT (R2 = 0.194), and impaired P-FS (AUC = 0.820), S-FS (AUC = 0.795), 9-HPT (AUC = 0.793), FTT (AUC = 0.740), and T25FWT (AUC = 0.825). cSC GM CSA was the most informative feature for all outcomes, except 9-HPT. CONCLUSION cSC MRI measures, especially GM CSA, explain EDSS and sensorimotor dysfunction better than brain measures in MS.
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Affiliation(s)
- Tetsu Morozumi
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Paolo Preziosa
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
- Neurology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy/Vita-Salute San Raffaele University, Milan, Italy
| | - Alessandro Meani
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Giorgia Pessina
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Elisabetta Pagani
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Matteo Azzimonti
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
- Neurology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy/Vita-Salute San Raffaele University, Milan, Italy
| | - Massimo Filippi
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
- Neurology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy
- Vita-Salute San Raffaele University, Milan, Italy
- Neurorehabilitation Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy
- Neurophysiology Service, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Maria A Rocca
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
- Neurology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy/Vita-Salute San Raffaele University, Milan, Italy
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van Ravestyn C, Gerardin E, Térémetz M, Hamdoun S, Baron JC, Calvet D, Vandermeeren Y, Turc G, Maier MA, Rosso C, Mas JL, Dupin L, Lindberg PG. Post-Stroke Impairments of Manual Dexterity and Finger Proprioception: Their Contribution to Upper Limb Activity Capacity. Neurorehabil Neural Repair 2024; 38:373-385. [PMID: 38572686 DOI: 10.1177/15459683241245416] [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] [Indexed: 04/05/2024]
Abstract
BACKGROUND Knowing how impaired manual dexterity and finger proprioception affect upper limb activity capacity is important for delineating targeted post-stroke interventions for upper limb recovery. OBJECTIVES To investigate whether impaired manual dexterity and finger proprioception explain variance in post-stroke activity capacity, and whether they explain more variance than conventional clinical assessments of upper limb sensorimotor impairments. METHODS Activity capacity and hand sensorimotor impairments were assessed using clinical measures in N = 42 late subacute/chronic hemiparetic stroke patients. Dexterity was evaluated using the Dextrain Manipulandum to quantify accuracy of visuomotor finger force-tracking (N = 36), timing of rhythmic tapping (N = 36), and finger individuation (N = 24), as well as proprioception (N = 27). Stepwise multivariate and hierarchical linear regression models were used to identify impairments best explaining activity capacity. RESULTS Dexterity and proprioceptive components significantly increased the variance explained in activity capacity: (i) Box and Block Test was best explained by baseline tonic force during force-tracking and tapping frequency (adjusted R2 = .51); (ii) Motor Activity Log was best explained by success rate in finger individuation (adjusted R2 = .46); (iii) Action Research Arm Test was best explained by release of finger force and proprioceptive measures (improved reaction time related to use of proprioception; adjusted R2 = .52); and (iv) Moberg Pick-Up test was best explained by proprioceptive function (adjusted R2 = .18). Models excluding dexterity and proprioception variables explained up to 19% less variance. CONCLUSIONS Manual dexterity and finger proprioception explain unique variance in activity capacity not captured by conventional impairment measures and should be assessed when considering the underlying causes of post-stroke activity capacity limitations.URL: https://www.clinicaltrials.gov. Unique identifier: NCT03934073.
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Affiliation(s)
- Coralie van Ravestyn
- Department of Neurology, Stroke Unit, CHU UCL Namur, UCLouvain, Yvoir, Belgium
- NEUR Division, Institute of NeuroScience, UCLouvain, Brussels, Belgium
| | - Eloïse Gerardin
- Department of Neurology, Stroke Unit, CHU UCL Namur, UCLouvain, Yvoir, Belgium
- NEUR Division, Institute of NeuroScience, UCLouvain, Brussels, Belgium
| | - Maxime Térémetz
- Université Paris Cité, Institute of Psychiatry and Neuroscience of Paris (IPNP), INSERM U1226, F-75014 Paris, France
| | - Sonia Hamdoun
- Service de Médecine Physique et de Réadaptation, GHU Paris Psychiatrie & Neurosciences, Paris, France
| | - Jean-Claude Baron
- GHU-Paris Psychiatrie & Neurosciences, FHU NeuroVasc, Hôpital Sainte Anne, F-75014 Paris, France
| | - David Calvet
- GHU-Paris Psychiatrie & Neurosciences, FHU NeuroVasc, Hôpital Sainte Anne, F-75014 Paris, France
| | - Yves Vandermeeren
- Department of Neurology, Stroke Unit, CHU UCL Namur, UCLouvain, Yvoir, Belgium
- NEUR Division, Institute of NeuroScience, UCLouvain, Brussels, Belgium
| | - Guillaume Turc
- Université Paris Cité, Institute of Psychiatry and Neuroscience of Paris (IPNP), INSERM U1226, F-75014 Paris, France
- GHU-Paris Psychiatrie & Neurosciences, FHU NeuroVasc, Hôpital Sainte Anne, F-75014 Paris, France
| | - Marc A Maier
- Université Paris Cité, INCC UMR 8002, CNRS, Paris, France
| | - Charlotte Rosso
- Institut du Cerveau-Paris Brain Institute-ICM, Inserm, CNRS, Sorbonne Université, Hôpital Pitié-Salpêtrière, Paris, France
| | - Jean-Louis Mas
- Université Paris Cité, Institute of Psychiatry and Neuroscience of Paris (IPNP), INSERM U1226, F-75014 Paris, France
- GHU-Paris Psychiatrie & Neurosciences, FHU NeuroVasc, Hôpital Sainte Anne, F-75014 Paris, France
| | - Lucile Dupin
- Université Paris Cité, INCC UMR 8002, CNRS, Paris, France
| | - Påvel G Lindberg
- Université Paris Cité, Institute of Psychiatry and Neuroscience of Paris (IPNP), INSERM U1226, F-75014 Paris, France
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Lebrun-Frenay C, Kantarci O, Siva A, Azevedo CJ, Makhani N, Pelletier D, Okuda DT. Radiologically isolated syndrome. Lancet Neurol 2023; 22:1075-1086. [PMID: 37839432 DOI: 10.1016/s1474-4422(23)00281-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2022] [Revised: 05/29/2023] [Accepted: 07/17/2023] [Indexed: 10/17/2023]
Abstract
Individuals can be deemed to have radiologically isolated syndrome (RIS) if they have incidental demyelinating-appearing lesions in their brain or spinal cord that are highly suggestive of multiple sclerosis but their clinical history does not include symptoms consistent with multiple sclerosis. Data from international longitudinal cohorts indicate that around half of people with RIS will develop relapsing or progressive symptoms of multiple sclerosis within 10 years, suggesting that in some individuals, RIS is a presymptomatic stage of multiple sclerosis. Risk factors for progression from RIS to clinical multiple sclerosis include younger age (ie, <35 years), male sex, CSF-restricted oligoclonal bands, spinal cord or infratentorial lesions, and gadolinium-enhancing lesions. Other imaging, biological, genetic, and digital biomarkers that might be of value in identifying individuals who are at the highest risk of developing multiple sclerosis need further investigation. Two 2-year randomised clinical trials showed the efficacy of approved multiple sclerosis immunomodulatory medications in preventing the clinical conversion to multiple sclerosis in some individuals with RIS. If substantiated in longer-term studies, these data have the potential to transform our approach to care for the people with RIS who are at the greatest risk of diagnosis with multiple sclerosis.
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Affiliation(s)
- Christine Lebrun-Frenay
- CRC-SEP Nice, Neurologie CHU Nice, Hôpital Pasteur 2, UMR2CA-URRIS, Université Côte d'Azur, Nice, France.
| | | | - Aksel Siva
- Department of Neurology, Cerrahpasa School of Medicine, Istanbul University, Turkiye
| | - Christina J Azevedo
- Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Naila Makhani
- Departments of Pediatrics and Neurology, Yale School of Medicine, New Haven, CT, USA
| | - Daniel Pelletier
- Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Darin T Okuda
- Department of Neurology, The University of Texas Southwestern Medical Center, Dallas, TX, USA
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Irwin G, Rogatzki MJ, Wiltshire HD, Williams GKR, Gu Y, Ash GI, Tao D, Baker JS. Sports-Related Concussion Assessment: A New Physiological, Biomechanical, and Cognitive Methodology Incorporating a Randomized Controlled Trial Study Protocol. BIOLOGY 2023; 12:1089. [PMID: 37626975 PMCID: PMC10452437 DOI: 10.3390/biology12081089] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/09/2023] [Revised: 07/28/2023] [Accepted: 08/02/2023] [Indexed: 08/27/2023]
Abstract
BACKGROUND Taking part in moderate-to-vigorous exercise in contact sports on a regular basis may be linked to an increase in cerebrovascular injury and head trauma. Validated objective measures are lacking in the initial post-event diagnosis of head injury. The exercise style, duration, and intensity may also confound diagnostic indicators. As a result, we propose that the new Interdisciplinary Group in Movement & Performance from Acute & Chronic Head Trauma (IMPACT) analyze a variety of functional (biomechanical and motor control) tests as well as related biochemistry to see how they are affected by contact in sports and head injury. The study's goal will be to look into the performance and physiological changes in rugby players after a game for head trauma and injury. METHODS This one-of-a-kind study will use a randomized controlled trial (RCT) utilizing a sport participation group and a non-participation control group. Forty male rugby 7 s players will be recruited for the study and allocated randomly to the experimental groups. The intervention group will participate in three straight rugby matches during a local 7 s rugby event. At the pre-match baseline, demographic and anthropometric data will be collected. This will be followed by the pre-match baseline collection of biochemical, biomechanical, and cognitive-motor task data. After three consecutive matches, the same measures will be taken. During each match, a notational analysis will be undertaken to obtain contact information. All measurements will be taken again 24, 48, and 72 h after the third match. DISCUSSION When the number of games increases owing to weariness and/or stressful circumstances, we expect a decline in body movement, coordination, and cognitive-motor tasks. Changes in blood biochemistry are expected to correspond to changes in biomechanics and cognitive-motor processes. This research proposal will generate considerable, ecologically valid data on the occurrence of head trauma events under game conditions, as well as the influence of these events on the biological systems of the performers. This will lead to a greater understanding of how sports participants react to exercise-induced injuries. This study's scope will have far-reaching ramifications for doctors, coaches, managers, scientists, and sports regulatory bodies concerned with the health and well-being of athletic populations at all levels of competition, including all genders and ages.
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Affiliation(s)
- Gareth Irwin
- Faculty of Sports Science, Ningbo University, Ningbo 315010, China; (G.I.); (Y.G.); (J.S.B.)
- Research Academy of Medicine Combining Sports, Ningbo No.2 Hospital, Ningbo 315010, China
- Cardiff School of Sport and Health Sciences, Cardiff Metropolitan University, Cardiff CF52YB, UK;
- Sport and Health Interdisciplinary Group in Movement & Performance from Acute & Chronic Head Trauma (IMPACT) Group, Cardiff Metropolitan University, Cardiff CF52YB, UK; (M.J.R.); (G.K.R.W.); (G.I.A.)
| | - Matthew J. Rogatzki
- Sport and Health Interdisciplinary Group in Movement & Performance from Acute & Chronic Head Trauma (IMPACT) Group, Cardiff Metropolitan University, Cardiff CF52YB, UK; (M.J.R.); (G.K.R.W.); (G.I.A.)
- Department of Health & Exercise Science, Appalachian State University, Boone, NC 28608, USA
| | - Huw D. Wiltshire
- Cardiff School of Sport and Health Sciences, Cardiff Metropolitan University, Cardiff CF52YB, UK;
- Sport and Health Interdisciplinary Group in Movement & Performance from Acute & Chronic Head Trauma (IMPACT) Group, Cardiff Metropolitan University, Cardiff CF52YB, UK; (M.J.R.); (G.K.R.W.); (G.I.A.)
| | - Genevieve K. R. Williams
- Sport and Health Interdisciplinary Group in Movement & Performance from Acute & Chronic Head Trauma (IMPACT) Group, Cardiff Metropolitan University, Cardiff CF52YB, UK; (M.J.R.); (G.K.R.W.); (G.I.A.)
- Department of Sport and Health Sciences, University of Exeter, Exeter EX44QJ, UK
| | - Yaodong Gu
- Faculty of Sports Science, Ningbo University, Ningbo 315010, China; (G.I.); (Y.G.); (J.S.B.)
- Research Academy of Medicine Combining Sports, Ningbo No.2 Hospital, Ningbo 315010, China
- Sport and Health Interdisciplinary Group in Movement & Performance from Acute & Chronic Head Trauma (IMPACT) Group, Cardiff Metropolitan University, Cardiff CF52YB, UK; (M.J.R.); (G.K.R.W.); (G.I.A.)
| | - Garrett I. Ash
- Sport and Health Interdisciplinary Group in Movement & Performance from Acute & Chronic Head Trauma (IMPACT) Group, Cardiff Metropolitan University, Cardiff CF52YB, UK; (M.J.R.); (G.K.R.W.); (G.I.A.)
- Section of General Internal Medicine, Yale School of Medicine, Yale University, New Haven, CT 06510, USA
- Center for Pain, Research, Informatics, Medical Comorbidities and Education Center (PRIME), VA Connecticut Healthcare System, West Haven, CT 06510, USA
| | - Dan Tao
- Sport and Health Interdisciplinary Group in Movement & Performance from Acute & Chronic Head Trauma (IMPACT) Group, Cardiff Metropolitan University, Cardiff CF52YB, UK; (M.J.R.); (G.K.R.W.); (G.I.A.)
- Department of Government and International Studies, Hong Kong Baptist University, Hong Kong 999077, China
| | - Julien S. Baker
- Faculty of Sports Science, Ningbo University, Ningbo 315010, China; (G.I.); (Y.G.); (J.S.B.)
- Research Academy of Medicine Combining Sports, Ningbo No.2 Hospital, Ningbo 315010, China
- Sport and Health Interdisciplinary Group in Movement & Performance from Acute & Chronic Head Trauma (IMPACT) Group, Cardiff Metropolitan University, Cardiff CF52YB, UK; (M.J.R.); (G.K.R.W.); (G.I.A.)
- Centre for Health and Exercise Science Research, Hong Kong Baptist University, Hong Kong 999077, China
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Guaitolini M, Rovini E, Galperti G, Fiorini L, Cavallo F. Magnetometer-free Kalman filter for motor-based assessment of prodromal Parkinson's disease. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2022; 2022:2395-2398. [PMID: 36086374 DOI: 10.1109/embc48229.2022.9871409] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
Observing the kinematics of specific motor tasks, such as finger tapping (FT), provides an objective and consistent quantification of the severity of neurodegenerative diseases. However, the current clinical practice mostly relies on visual observations performed by the clinician. Thus, the assessment is subjective. In this paper, we propose a magnetometer-free Kalman filter (KF) to assess FT features using wearable, inertial sensors. The KF was used to assess features during two different FT tasks, namely forefinger tapping (FTAP) and thumb-forefinger tapping (THFF). The proposed KF was validated against a camera-based reference and compared with a strap-down integration-based method. Comparison between KF method and camera reference showed low discrepancies in terms of root mean square error (RMSE) for considered features: namely number of repetitions (RMSE < 0.7), tapping frequency (RMSE < 0.1 Hz), and amplitude (RMSE < 2.6 deg). An high correlation coefficient between amplitudes was also obtained. The proposed KF performed better than the strap-down integration method on both FT tasks, showing lower RMSE on every feature as well as a higher correlation coefficient. Clinical Relevance- The wearable setup, as well as the proposed magnetometer-free KF, may provide a low-cost, easyto- use, non-invasive motion tracking system for protocols aimed to assess motor performances in neurodegenerative disorders.
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Hayden CD, Murphy BP, Hardiman O, Murray D. Measurement of upper limb function in ALS: a structure review of current methods and future directions. J Neurol 2022; 269:4089-4101. [PMID: 35612658 PMCID: PMC9293830 DOI: 10.1007/s00415-022-11179-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2022] [Revised: 05/09/2022] [Accepted: 05/11/2022] [Indexed: 11/29/2022]
Abstract
Measurement of upper limb function is critical for tracking clinical severity in amyotrophic lateral sclerosis (ALS). The Amyotrophic Lateral Sclerosis Rating Scale-revised (ALSFRS-r) is the primary outcome measure utilised in clinical trials and research in ALS. This scale is limited by floor and ceiling effects within subscales, such that clinically meaningful changes for subjects are often missed, impacting upon the evaluation of new drugs and treatments. Technology has the potential to provide sensitive, objective outcome measurement. This paper is a structured review of current methods and future trends in the measurement of upper limb function with a particular focus on ALS. Technologies that have the potential to radically change the upper limb measurement field and explore the limitations of current technological sensors and solutions in terms of costs and user suitability are discussed. The field is expanding but there remains an unmet need for simple, sensitive and clinically meaningful tests of upper limb function in ALS along with identifying consensus on the direction technology must take to meet this need.
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Affiliation(s)
- C D Hayden
- Trinity Centre for Biomedical Engineering, Trinity Biomedical Sciences Institute, Trinity College Dublin, Dublin 2, Ireland. .,Department of Mechanical, Manufacturing and Biomedical Engineering, Trinity College Dublin, Dublin 2, Ireland. .,Academic Unit of Neurology, Trinity Biomedical Sciences Institute, Trinity College Dublin, 152-160 Pearse St, Dublin 2, D02 R590, Ireland.
| | - B P Murphy
- Trinity Centre for Biomedical Engineering, Trinity Biomedical Sciences Institute, Trinity College Dublin, Dublin 2, Ireland.,Department of Mechanical, Manufacturing and Biomedical Engineering, Trinity College Dublin, Dublin 2, Ireland.,Advanced Materials and Bioengineering Research Centre (AMBER), Trinity College Dublin, Dublin 2, Ireland
| | - O Hardiman
- Academic Unit of Neurology, Trinity Biomedical Sciences Institute, Trinity College Dublin, 152-160 Pearse St, Dublin 2, D02 R590, Ireland.,Neurocent Directorate, Beaumont Hospital, Beaumont, Dublin 9, Ireland
| | - D Murray
- Academic Unit of Neurology, Trinity Biomedical Sciences Institute, Trinity College Dublin, 152-160 Pearse St, Dublin 2, D02 R590, Ireland.,Neurocent Directorate, Beaumont Hospital, Beaumont, Dublin 9, Ireland
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Ingram LA, Butler AA, Brodie MA, Hoang P, Gandevia SC, Lord SR. Original articleQuantifying upper-limb motor impairment in people with multiple sclerosis: a physiological profiling approach. Ann Phys Rehabil Med 2021; 65:101625. [PMID: 34958919 DOI: 10.1016/j.rehab.2021.101625] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2020] [Revised: 11/17/2021] [Accepted: 11/21/2021] [Indexed: 11/27/2022]
Abstract
BACKGROUND . Upper-limb sensory and motor impairments are common in people with multiple sclerosis (MS), yet the current gold standard criteria for documenting functional impairment largely focuses on mobility, balance and postural stability. OBJECTIVE . We aimed to determine the validity of the upper-limb Physiological Profile Assessment (PPA) in people with MS by investigating whether the included domains of muscle strength, dexterity, arm stability, position sense, skin sensation and bimanual coordination 1) are sensitive in differentiating people with MS from healthy controls and 2) correlate with a validated measure of upper-limb function and a scale for quantifying disability in MS. METHODS . In a cross-sectional study, 40 participants with MS and 80 healthy controls completed all 13 of the upper-limb PPA tests within a single session. RESULTS . People with MS were impaired across all physiological domains tested. Performance in 4 of the 13 tests was correlated with a validated measure of self-reported upper-limb function (Pearson's r or Spearman's rho -0.333-0.441), whereas 3 tests were associated with the degree of MS-specific disability (Spearman's rho -0.318; 0.456). CONCLUSIONS . The upper-limb PPA offers a valid and clinically suitable assessment of upper-limb function in people with MS. Clinicians should prioritise assessments of motor speed, fine motor control and functional tasks in their assessment of upper-limb function in people with MS because these domains are the most commonly and significantly impaired.
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Affiliation(s)
- Lewis A Ingram
- Neuroscience Research Australia, Sydney, New South Wales, Australia; University of South Australia, Adelaide, South Australia, Australia.
| | - Annie A Butler
- Neuroscience Research Australia, Sydney, New South Wales, Australia; University of New South Wales, Sydney, New South Wales, Australia
| | - Matthew A Brodie
- Neuroscience Research Australia, Sydney, New South Wales, Australia; University of New South Wales, Sydney, New South Wales, Australia
| | - Phu Hoang
- Neuroscience Research Australia, Sydney, New South Wales, Australia; Multiple Sclerosis Limited, Australia
| | - Simon C Gandevia
- Neuroscience Research Australia, Sydney, New South Wales, Australia; University of New South Wales, Sydney, New South Wales, Australia
| | - Stephen R Lord
- Neuroscience Research Australia, Sydney, New South Wales, Australia; University of New South Wales, Sydney, New South Wales, Australia
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Abstract
Digital health data are multimodal and high-dimensional. A patient's health state can be characterized by a multitude of signals including medical imaging, clinical variables, genome sequencing, conversations between clinicians and patients, and continuous signals from wearables, among others. This high volume, personalized data stream aggregated over patients' lives has spurred interest in developing new artificial intelligence (AI) models for higher-precision diagnosis, prognosis, and tracking. While the promise of these algorithms is undeniable, their dissemination and adoption have been slow, owing partially to unpredictable AI model performance once deployed in the real world. We posit that one of the rate-limiting factors in developing algorithms that generalize to real-world scenarios is the very attribute that makes the data exciting-their high-dimensional nature. This paper considers how the large number of features in vast digital health data can challenge the development of robust AI models-a phenomenon known as "the curse of dimensionality" in statistical learning theory. We provide an overview of the curse of dimensionality in the context of digital health, demonstrate how it can negatively impact out-of-sample performance, and highlight important considerations for researchers and algorithm designers.
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10
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Gulde P, Vojta H, Hermsdörfer J, Rieckmann P. State and trait of finger tapping performance in multiple sclerosis. Sci Rep 2021; 11:17095. [PMID: 34429445 PMCID: PMC8384844 DOI: 10.1038/s41598-021-96485-3] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2021] [Accepted: 07/20/2021] [Indexed: 11/09/2022] Open
Abstract
Finger tapping tests have been shown feasible to assess motor performance in multiple sclerosis (MS) and were observed to be strongly associated with the estimated clinical severity of the disease. Therefore, tapping tests could be an adequate tool to assess disease status in MS. In this study we examined potential influencing factors on a maximum tapping task with the whole upper-limb for 10 s in 40 MS patients using linear mixed effects modelling. Patients were tested in three sessions with two trials per body-side per session over the course of 4–27 days of inpatient rehabilitation. Tested factors were the expanded disability scale (EDSS) score, laterality of MS, age, sex, hand dominance, time of day, session, trial (first or second), time between sessions, and the reported day form. A second model used these factors to examine the self-reported day form of patients. Linear mixed effects modelling indicated the tapping test to have a good inter-trial (proportional variance < 0.01) and inter-session reliability (non-significant; when controlling for time between sessions), an influence of hand-dominance (proportional variance 0.08), to be strongly associated with the EDSS (eta2 = 0.22, interaction with laterality of MS eta2 = 0.12) and to be not associated with the reported day form. The model explained 87% (p < 0.01) of variance in tapping performance. Lastly, we were able to observe a positive effect of neurologic inpatient rehabilitation on task performance obvious from a significant effect of the time between sessions (eta2 = 0.007; longer time spans between sessions were associated with higher increments in performance). Day form was only impacted by EDSS and the time of the day (p < 0.01, R2 = 0.57, eta2TIME = 0.017, eta2EDSS = 01.19). We conclude that the tapping test is a reliable and valid assessment tool for MS.
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Affiliation(s)
- Philipp Gulde
- Centre for Clinical Neuroplasticity, Medical Park Loipl (Medical Park Group), Thanngasse 15, 83483, Bischofswiesen, Germany. .,Technical University of Munich, Munich, Germany.
| | - Heike Vojta
- Centre for Clinical Neuroplasticity, Medical Park Loipl (Medical Park Group), Thanngasse 15, 83483, Bischofswiesen, Germany
| | | | - Peter Rieckmann
- Centre for Clinical Neuroplasticity, Medical Park Loipl (Medical Park Group), Thanngasse 15, 83483, Bischofswiesen, Germany.,Friedich-Alexander University Erlangen-Nurnberg, Erlangen, Germany
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11
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EEG based dementia diagnosis using multi-class support vector machine with motor speed cognitive test. Biomed Signal Process Control 2021. [DOI: 10.1016/j.bspc.2020.102102] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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12
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Alouche SR, Molad R, Demers M, Levin MF. Development of a Comprehensive Outcome Measure for Motor Coordination; Step 1: Three-Phase Content Validity Process. Neurorehabil Neural Repair 2020; 35:185-193. [PMID: 33349134 DOI: 10.1177/1545968320981955] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
BACKGROUND Motor coordination, the ability to produce context-dependent organized movements in spatial and temporal domains, is impaired after neurological injuries. Outcome measures assessing coordination mostly quantify endpoint performance variables (ie, temporal qualities of whole arm movement) but not movement quality (ie, trunk and arm joint displacements). OBJECTIVE To develop an outcome measure to assess coordination of multiple body segments at both endpoint trajectory and movement quality levels, based on observational kinematics, in adults with neurological injuries. METHODS A 3-phase study was used to develop the Comprehensive Coordination Scale (CCS): instrument development, Delphi process, and focus group meeting. The CCS was constructed from common tests used in clinical practice and research. Rating scales for different behavioral elements were developed to guide analysis. For content validation, 8 experts (ie, neurological clinicians/researchers) answered questionnaires about relevance, comprehension, and feasibility of each test and rating scale. A focus group conducted with 6 of 8 experts obtained consensus on rating scale and instruction wording, and identified gaps. Three additional experts reviewed the revised CCS content to obtain a final version. RESULTS Experts identified a gap regarding assessment of hand/finger coordination. The CCS final version is composed of 6 complementary tests of coordination: finger-to-nose, arm-trunk, finger, lower extremity, and 2- and 4-limb interlimb coordination. Constructs include spatial and temporal variables totaling 69 points. Higher scores indicate better performance. CONCLUSIONS The CCS may be an important, understandable and feasible outcome measure to assess spatial and temporal coordination. CCS measurement properties are presented in the companion article.
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Affiliation(s)
- Sandra R Alouche
- Universidade Cidade de São Paulo, Sao Paulo, Brazil.,McGill University, Montreal, Quebec, Canada.,Jewish Rehabilitation Hospital Site of Centre for Interdisciplinary Research in Rehabilitation, Montreal, Quebec, Canada
| | - Roni Molad
- McGill University, Montreal, Quebec, Canada.,Jewish Rehabilitation Hospital Site of Centre for Interdisciplinary Research in Rehabilitation, Montreal, Quebec, Canada
| | - Marika Demers
- McGill University, Montreal, Quebec, Canada.,Jewish Rehabilitation Hospital Site of Centre for Interdisciplinary Research in Rehabilitation, Montreal, Quebec, Canada.,University of Southern California, Los Angeles, CA, USA
| | - Mindy F Levin
- McGill University, Montreal, Quebec, Canada.,Jewish Rehabilitation Hospital Site of Centre for Interdisciplinary Research in Rehabilitation, Montreal, Quebec, Canada
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13
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Nakajima R, Kinoshita M, Nakada M. Motor Functional Reorganization Is Triggered by Tumor Infiltration Into the Primary Motor Area and Repeated Surgery. Front Hum Neurosci 2020; 14:327. [PMID: 32922279 PMCID: PMC7457049 DOI: 10.3389/fnhum.2020.00327] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2020] [Accepted: 07/23/2020] [Indexed: 12/22/2022] Open
Abstract
In patients with gliomas, motor deficits are not always observed, even though tumor cells infiltrate into the motor area. Currently, it is recognized that this phenomenon can occur through the neuroplasticity potential. The aim of this study is to investigate the characteristics of motor functional reorganization in gliomas. Out of 100 consecutive patients who underwent awake surgery, 29 patients were assessed as regards their motor function and were retrospectively explored to determine whether positive motor responses were elicited. A total of 73 positive mapping sites from 27 cases were identified, and their spatial anatomical locations and activated region by functional MRI were analyzed. Additionally, the factors promoting neuroplasticity were analyzed through multiple logistic regression analysis. As a result, a total of 60 points (21 cases) were found in place, while 13 points (17.8%) were found to be shifted from anatomical localization. Reorganizations were classified into three categories: Type 1 (move to ipsilateral different gyrus) was detected at nine points (four cases), and they moved into the postcentral gyrus. Type 2 (move within the ipsilateral precentral gyrus) was detected at four points (two cases). Unknown type (two cases) was categorized as those whose motor functional cortex was moved to other regions, although we could not find the compensated motor area. Two factors for the onset of reorganization were identified: tumor cells infiltrate into the primary motor area and repeated surgery (p < 0.0001 and p = 0.0070, respectively). Our study demonstrated that compensation can occur mainly in two ways, and it promoted repeated surgery and infiltration of tumor into the primary motor area.
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Affiliation(s)
- Riho Nakajima
- Department of Occupational Therapy, Faculty of Health Science, Institute of Medical, Pharmaceutical and Health Sciences, Kanazawa University, Kanazawa, Japan
| | - Masashi Kinoshita
- Department of Neurosurgery, Faculty of Medicine, Institute of Medical, Pharmaceutical and Health Sciences, Kanazawa University, Kanazawa, Japan
| | - Mitsutoshi Nakada
- Department of Neurosurgery, Faculty of Medicine, Institute of Medical, Pharmaceutical and Health Sciences, Kanazawa University, Kanazawa, Japan
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14
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Sato S, Lim J, Miehm JD, Buonaccorsi J, Rajala C, Khalighinejad F, Ionete C, Kent JA, van Emmerik RE. Rapid foot-tapping but not hand-tapping ability is different between relapsing-remitting and progressive multiple sclerosis. Mult Scler Relat Disord 2020; 41:102031. [DOI: 10.1016/j.msard.2020.102031] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2019] [Revised: 02/07/2020] [Accepted: 02/26/2020] [Indexed: 10/24/2022]
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15
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Laine CM, Valero-Cuevas FJ. Parkinson's Disease Exhibits Amplified Intermuscular Coherence During Dynamic Voluntary Action. Front Neurol 2020; 11:204. [PMID: 32308641 PMCID: PMC7145888 DOI: 10.3389/fneur.2020.00204] [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: 09/05/2019] [Accepted: 03/09/2020] [Indexed: 12/29/2022] Open
Abstract
Parkinson's disease (PD) is typically diagnosed and evaluated on the basis of overt motor dysfunction, however, subtle changes in the frequency spectrum of neural drive to muscles have been reported as well. During dynamic actions, coactive muscles of healthy adults often share a common source of 6-15 Hz (alpha-band) neural drive, creating synchronous alpha-band activity in their EMG signals. Individuals with PD commonly exhibit kinetic action tremor at similar frequencies, but the potential relationship between the intermuscular alpha-band neural drive seen in healthy adults and the action tremor associated with PD is not well-understood. A close relationship is most tenable during voluntary dynamic tasks where alpha-band neural drive is strongest in healthy adults, and where neural circuits affected by PD are most engaged. In this study, we characterized the frequency spectrum of EMG synchronization (intermuscular coherence) in 16 participants with PD and 15 age-matched controls during two dynamic motor tasks: (1) rotation of a dial between the thumb and index finger, and (2) dynamic scaling of isometric precision pinch force. These tasks produce different profiles of coherence between the first dorsal interosseous and abductor pollicis brevis muscles. We sought to determine if alpha-band intermuscular coherence would be amplified in participants with PD relative to controls, if such differences would be task-specific, and if they would correlate with symptom severity. We found that relative to controls, the PD group displayed amplified, but similarly task-dependent, coherence in the alpha-band. The magnitude of coherence during the rotation task correlated with overall symptom severity as per the UPDRS rating scale. Finally, we explored the potential for our coherence measures, with no additional information, to discriminate individuals with PD from controls. The area under the Receiver Operating Characteristic curve (AUC) indicated a clear separation between groups (AUC = 0.96), even though participants with PD were on their typical medication and displayed only mild-moderate symptoms. We conclude that a task-dependent, intermuscular neural drive within the alpha-band is amplified in PD. Its quantification via intermuscular coherence analysis may provide a useful tool for detecting the presence of PD, or assessing its progression.
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Affiliation(s)
- Christopher M Laine
- Division of Biokinesiology and Physical Therapy, University of Southern California, Los Angeles, CA, United States
| | - Francisco J Valero-Cuevas
- Division of Biokinesiology and Physical Therapy, University of Southern California, Los Angeles, CA, United States.,Department of Biomedical Engineering, University of Southern California, Los Angeles, CA, United States
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16
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Shirani A, Okuda DT. Handedness and potential implications for neurorehabilitation in multiple sclerosis. Mult Scler Relat Disord 2020; 37:101405. [DOI: 10.1016/j.msard.2019.101405] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2019] [Accepted: 09/17/2019] [Indexed: 11/28/2022]
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17
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Sharma N, Kolekar M, Jha K, Kumar Y. EEG and Cognitive Biomarkers Based Mild Cognitive Impairment Diagnosis. Ing Rech Biomed 2019. [DOI: 10.1016/j.irbm.2018.11.007] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
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18
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Okuda DT. Leveraging technology to identify subclinical deficits in radiologically isolated syndrome. Eur J Neurol 2019; 26:3-4. [DOI: 10.1111/ene.13810] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- D. T. Okuda
- Department of Neurology and Neurotherapeutics Neuroinnovation Program Multiple Sclerosis and Neuroimmunology Imaging Program UT Southwestern Medical Center Clinical Center for Multiple Sclerosis Dallas TX USA
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19
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Bonzano L, Bove M, Sormani MP, Stromillo ML, Giorgio A, Amato MP, Tacchino A, Mancardi GL, De Stefano N. Subclinical motor impairment assessed with an engineered glove correlates with magnetic resonance imaging tissue damage in radiologically isolated syndrome. Eur J Neurol 2018; 26:162-167. [PMID: 30133054 DOI: 10.1111/ene.13789] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2018] [Accepted: 08/17/2018] [Indexed: 11/26/2022]
Abstract
BACKGROUND An engineered glove measuring finger motor performance previously showed ability to discriminate early-stage multiple sclerosis (MS) patients from healthy controls (HCs). Radiologically isolated syndrome (RIS) classifies asymptomatic subjects with brain magnetic resonance imaging (MRI) abnormalities suggestive of multiple sclerosis. METHODS Seventeen asymptomatic subjects with RIS and 17 HCs were assessed. They performed finger-to-thumb opposition sequences at their maximal velocity, metronome-paced bimanual movements and conventional and diffusion tensor MRI. RESULTS Subjects with RIS showed lower (P = 0.005) maximal velocity and higher (P = 0.006) bimanual coordination impairment than HCs. In RIS, bimanual coordination correlated with T2-lesion volume, fractional anisotropy and radial diffusivity in the white matter. CONCLUSIONS These findings point out the relevance of fine hand measures as a robust marker of subclinical disability.
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Affiliation(s)
- L Bonzano
- Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, University of Genoa, Genoa, Italy
| | - M Bove
- Section of Human Physiology, Department of Experimental Medicine, University of Genoa, Genoa, Italy
| | - M P Sormani
- Biostatistics Unit, Department of Health Sciences, University of Genoa, Genoa, Italy
| | - M L Stromillo
- Department of Medicine, Surgery and Neuroscience, University of Siena, Siena, Italy
| | - A Giorgio
- Department of Medicine, Surgery and Neuroscience, University of Siena, Siena, Italy
| | - M P Amato
- Neuroscience Division, Department of NEUROFARBA, University of Florence, Florence, Italy
| | - A Tacchino
- Section of Human Physiology, Department of Experimental Medicine, University of Genoa, Genoa, Italy
| | - G L Mancardi
- Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, University of Genoa, Genoa, Italy
| | - N De Stefano
- Department of Medicine, Surgery and Neuroscience, University of Siena, Siena, Italy
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