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Erschienen in: Journal of Neurology 7/2020

12.03.2020 | Original Communication

A wearable sensor identifies alterations in community ambulation in multiple sclerosis: contributors to real-world gait quality and physical activity

verfasst von: Shirley Shema-Shiratzky, Inbar Hillel, Anat Mirelman, Keren Regev, Katherine L. Hsieh, Arnon Karni, Hannes Devos, Jacob J. Sosnoff, Jeffrey M. Hausdorff

Erschienen in: Journal of Neurology | Ausgabe 7/2020

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Abstract

People with multiple sclerosis (pwMS) often suffer from gait impairments. These changes in gait have been well studied in laboratory and clinical settings. A thorough investigation of gait alterations during community ambulation and their contributing factors, however, is lacking. The aim of the present study was to evaluate community ambulation and physical activity in pwMS and healthy controls and to compare in-lab gait to community ambulation. To this end, 104 subjects were studied: 44 pwMS and 60 healthy controls (whose age was similar to the controls). The subjects wore a tri-axial, lower back accelerometer during usual-walking and dual-task walking in the lab and during community ambulation (1 week) to evaluate the amount, type, and quality of activity. The results showed that during community ambulation, pwMS took fewer steps and walked more slowly, with greater asymmetry, and larger stride-to-stride variability, compared to the healthy controls (p < 0.001). Gait speed during most of community ambulation was significantly lower than the in-lab usual-walking value and similar to the in-lab dual-tasking value. Significant group (pwMS /controls)-by-walking condition (in-lab/community ambulation) interactions were observed (e.g., gait speed). Greater disability was associated with fewer steps and reduced gait speed during community ambulation. In contrast, physical fatigue was correlated with sedentary activity, but was not related to any of the measures of community ambulation gait quality including gait speed. This disparity suggests that more than one mechanism contributes to community ambulation and physical activity in pwMS. Together, these findings demonstrate that during community ambulation, pwMS have marked gait alterations in multiple gait features, reminiscent of dual-task walking measured in the laboratory. Disease-related factors associated with these changes might be targets of rehabilitation.
Literatur
1.
Zurück zum Zitat Comber L, Galvin R, Coote S (2017) Gait deficits in people with multiple sclerosis: a systematic review and meta-analysis. Gait Posture 51:25–35PubMed Comber L, Galvin R, Coote S (2017) Gait deficits in people with multiple sclerosis: a systematic review and meta-analysis. Gait Posture 51:25–35PubMed
2.
Zurück zum Zitat Heesen C, Bohm J, Reich C, Kasper J, Goebel M, Gold SM (2008) Patient perception of bodily functions in multiple sclerosis: gait and visual function are the most valuable. Mult Scler 14:988–991PubMed Heesen C, Bohm J, Reich C, Kasper J, Goebel M, Gold SM (2008) Patient perception of bodily functions in multiple sclerosis: gait and visual function are the most valuable. Mult Scler 14:988–991PubMed
3.
Zurück zum Zitat Larocca NG (2011) Impact of walking impairment in multiple sclerosis: perspectives of patients and care partners. Patient 4:189–201PubMed Larocca NG (2011) Impact of walking impairment in multiple sclerosis: perspectives of patients and care partners. Patient 4:189–201PubMed
4.
Zurück zum Zitat Matsuda PN, Shumway-Cook A, Ciol MA, Bombardier CH, Kartin DA (2012) Understanding falls in multiple sclerosis: association of mobility status, concerns about falling, and accumulated impairments. Phys Ther 92:407–415PubMed Matsuda PN, Shumway-Cook A, Ciol MA, Bombardier CH, Kartin DA (2012) Understanding falls in multiple sclerosis: association of mobility status, concerns about falling, and accumulated impairments. Phys Ther 92:407–415PubMed
5.
Zurück zum Zitat Motl RW, Cohen JA, Benedict R, Phillips G, LaRocca N, Hudson LD, Rudick R (2017) Validity of the timed 25-foot walk as an ambulatory performance outcome measure for multiple sclerosis. Mult Scler 23:704–710PubMedPubMedCentral Motl RW, Cohen JA, Benedict R, Phillips G, LaRocca N, Hudson LD, Rudick R (2017) Validity of the timed 25-foot walk as an ambulatory performance outcome measure for multiple sclerosis. Mult Scler 23:704–710PubMedPubMedCentral
6.
Zurück zum Zitat Bethoux F (2013) Gait disorders in multiple sclerosis. Continuum (Minneap Minn) 19:1007–1022 Bethoux F (2013) Gait disorders in multiple sclerosis. Continuum (Minneap Minn) 19:1007–1022
7.
Zurück zum Zitat Hobart JC, Riazi A, Lamping DL, Fitzpatrick R, Thompson AJ (2003) Measuring the impact of MS on walking ability: the 12-Item MS Walking Scale (MSWS-12). Neurology 60:31–36PubMed Hobart JC, Riazi A, Lamping DL, Fitzpatrick R, Thompson AJ (2003) Measuring the impact of MS on walking ability: the 12-Item MS Walking Scale (MSWS-12). Neurology 60:31–36PubMed
9.
Zurück zum Zitat Allali G, Laidet M, Herrmann FR, Armand S, Elsworth-Edelsten C, Assal F, Lalive PH (2016) Gait variability in multiple sclerosis: a better falls predictor than EDSS in patients with low disability. J Neural Transm (Vienna) 123:447–450 Allali G, Laidet M, Herrmann FR, Armand S, Elsworth-Edelsten C, Assal F, Lalive PH (2016) Gait variability in multiple sclerosis: a better falls predictor than EDSS in patients with low disability. J Neural Transm (Vienna) 123:447–450
10.
Zurück zum Zitat Kalron A (2017) Association between gait variability, falls and mobility in people with multiple sclerosis: a specific observation on the EDSS 4.0-4.5 level. NeuroRehabilitation 40:579–585PubMed Kalron A (2017) Association between gait variability, falls and mobility in people with multiple sclerosis: a specific observation on the EDSS 4.0-4.5 level. NeuroRehabilitation 40:579–585PubMed
11.
Zurück zum Zitat Del DS, Godfrey A, Mazza C, Lord S, Rochester L (2016) Free-living monitoring of Parkinson's disease: lessons from the field. Mov Disord 31:1293–1313 Del DS, Godfrey A, Mazza C, Lord S, Rochester L (2016) Free-living monitoring of Parkinson's disease: lessons from the field. Mov Disord 31:1293–1313
12.
Zurück zum Zitat Hillel I, Gazit E, Nieuwboer A, Avanzino L, Rochester L, Cereatti A, Croce UD, Rikkert MO, Bloem BR, Pelosin E, Del DS, Ginis P, Giladi N, Mirelman A, Hausdorff JM (2019) Is every-day walking in older adults more analogous to dual-task walking or to usual walking? Elucidating the gaps between gait performance in the lab and during 24/7 monitoring. Eur Rev Aging Phys Act 16:6PubMedPubMedCentral Hillel I, Gazit E, Nieuwboer A, Avanzino L, Rochester L, Cereatti A, Croce UD, Rikkert MO, Bloem BR, Pelosin E, Del DS, Ginis P, Giladi N, Mirelman A, Hausdorff JM (2019) Is every-day walking in older adults more analogous to dual-task walking or to usual walking? Elucidating the gaps between gait performance in the lab and during 24/7 monitoring. Eur Rev Aging Phys Act 16:6PubMedPubMedCentral
13.
Zurück zum Zitat Galperin I, Hillel I, Del DS, Bekkers EMJ, Nieuwboer A, Abbruzzese G, Avanzino L, Nieuwhof F, Bloem BR, Rochester L, Della CU, Cereatti A, Giladi N, Mirelman A, Hausdorff JM (2019) Associations between daily-living physical activity and laboratory-based assessments of motor severity in patients with falls and Parkinson's disease. Parkinsonism Relat Disord 62:85–90PubMed Galperin I, Hillel I, Del DS, Bekkers EMJ, Nieuwboer A, Abbruzzese G, Avanzino L, Nieuwhof F, Bloem BR, Rochester L, Della CU, Cereatti A, Giladi N, Mirelman A, Hausdorff JM (2019) Associations between daily-living physical activity and laboratory-based assessments of motor severity in patients with falls and Parkinson's disease. Parkinsonism Relat Disord 62:85–90PubMed
14.
Zurück zum Zitat Motl RW, Pilutti L, Sandroff BM, Dlugonski D, Sosnoff JJ, Pula JH (2013) Accelerometry as a measure of walking behavior in multiple sclerosis. Acta Neurol Scand 127:384–390PubMed Motl RW, Pilutti L, Sandroff BM, Dlugonski D, Sosnoff JJ, Pula JH (2013) Accelerometry as a measure of walking behavior in multiple sclerosis. Acta Neurol Scand 127:384–390PubMed
15.
Zurück zum Zitat Frechette ML, Meyer BM, Tulipani LJ, Gurchiek RD, McGinnis RS, Sosnoff JJ (2019) Next steps in wearable technology and community ambulation in multiple sclerosis. Curr Neurol Neurosci Rep 19:80PubMed Frechette ML, Meyer BM, Tulipani LJ, Gurchiek RD, McGinnis RS, Sosnoff JJ (2019) Next steps in wearable technology and community ambulation in multiple sclerosis. Curr Neurol Neurosci Rep 19:80PubMed
16.
Zurück zum Zitat Casey B, Coote S, Galvin R, Donnelly A (2018) Objective physical activity levels in people with multiple sclerosis: meta-analysis. Scand J Med Sci Sports 28:1960–1969PubMed Casey B, Coote S, Galvin R, Donnelly A (2018) Objective physical activity levels in people with multiple sclerosis: meta-analysis. Scand J Med Sci Sports 28:1960–1969PubMed
17.
Zurück zum Zitat Stellmann JP, Neuhaus A, Gotze N, Briken S, Lederer C, Schimpl M, Heesen C, Daumer M (2015) Ecological validity of walking capacity tests in multiple sclerosis. PLoS ONE 10:e0123822PubMedPubMedCentral Stellmann JP, Neuhaus A, Gotze N, Briken S, Lederer C, Schimpl M, Heesen C, Daumer M (2015) Ecological validity of walking capacity tests in multiple sclerosis. PLoS ONE 10:e0123822PubMedPubMedCentral
18.
Zurück zum Zitat Storm FA, Nair KPS, Clarke AJ, Van der Meulen JM, Mazza C (2018) Free-living and laboratory gait characteristics in patients with multiple sclerosis. PLoS ONE 13:e0196463PubMedPubMedCentral Storm FA, Nair KPS, Clarke AJ, Van der Meulen JM, Mazza C (2018) Free-living and laboratory gait characteristics in patients with multiple sclerosis. PLoS ONE 13:e0196463PubMedPubMedCentral
19.
Zurück zum Zitat Block VJ, Bove R, Zhao C, Garcha P, Graves J, Romeo AR, Green AJ, Allen DD, Hollenbach JA, Olgin JE, Marcus GM, Pletcher MJ, Cree BAC, Gelfand JM (2019) Association of continuous assessment of step count by remote monitoring with disability progression among adults with multiple sclerosis. JAMA Netw Open 2:e190570PubMedPubMedCentral Block VJ, Bove R, Zhao C, Garcha P, Graves J, Romeo AR, Green AJ, Allen DD, Hollenbach JA, Olgin JE, Marcus GM, Pletcher MJ, Cree BAC, Gelfand JM (2019) Association of continuous assessment of step count by remote monitoring with disability progression among adults with multiple sclerosis. JAMA Netw Open 2:e190570PubMedPubMedCentral
20.
Zurück zum Zitat Neven A, Vanderstraeten A, Janssens D, Wets G, Feys P (2016) Understanding walking activity in multiple sclerosis: step count, walking intensity and uninterrupted walking activity duration related to degree of disability. Neurol Sci 37:1483–1490PubMed Neven A, Vanderstraeten A, Janssens D, Wets G, Feys P (2016) Understanding walking activity in multiple sclerosis: step count, walking intensity and uninterrupted walking activity duration related to degree of disability. Neurol Sci 37:1483–1490PubMed
21.
Zurück zum Zitat Motl RW (2013) Ambulation and multiple sclerosis. Phys Med Rehabil Clin N Am 24:325–336PubMed Motl RW (2013) Ambulation and multiple sclerosis. Phys Med Rehabil Clin N Am 24:325–336PubMed
22.
Zurück zum Zitat Postigo-Alonso B, Galvao-Carmona A, Benitez I, Conde-Gavilan C, Jover A, Molina S, Pena-Toledo MA, Aguera E (2018) Cognitive-motor interference during gait in patients with multiple sclerosis: a mixed methods systematic review. Neurosci Biobehav Rev 94:126–148PubMed Postigo-Alonso B, Galvao-Carmona A, Benitez I, Conde-Gavilan C, Jover A, Molina S, Pena-Toledo MA, Aguera E (2018) Cognitive-motor interference during gait in patients with multiple sclerosis: a mixed methods systematic review. Neurosci Biobehav Rev 94:126–148PubMed
23.
Zurück zum Zitat Postigo-Alonso B, Galvao-Carmona A, Conde-Gavilan C, Jover A, Molina S, Pena-Toledo MA, Valverde-Moyano R, Aguera E (2019) The effect of prioritization over cognitive-motor interference in people with relapsing-remitting multiple sclerosis and healthy controls. PLoS ONE 14:e0226775PubMedPubMedCentral Postigo-Alonso B, Galvao-Carmona A, Conde-Gavilan C, Jover A, Molina S, Pena-Toledo MA, Valverde-Moyano R, Aguera E (2019) The effect of prioritization over cognitive-motor interference in people with relapsing-remitting multiple sclerosis and healthy controls. PLoS ONE 14:e0226775PubMedPubMedCentral
24.
Zurück zum Zitat Motl RW, Sosnoff JJ, Dlugonski D, Pilutti LA, Klaren R, Sandroff BM (2014) Walking and cognition, but not symptoms, correlate with dual task cost of walking in multiple sclerosis. Gait Posture 39:870–874PubMed Motl RW, Sosnoff JJ, Dlugonski D, Pilutti LA, Klaren R, Sandroff BM (2014) Walking and cognition, but not symptoms, correlate with dual task cost of walking in multiple sclerosis. Gait Posture 39:870–874PubMed
25.
Zurück zum Zitat Sosnoff JJ, Boes MK, Sandroff BM, Socie MJ, Pula JH, Motl RW (2011) Walking and thinking in persons with multiple sclerosis who vary in disability. Arch Phys Med Rehabil 92:2028–2033PubMed Sosnoff JJ, Boes MK, Sandroff BM, Socie MJ, Pula JH, Motl RW (2011) Walking and thinking in persons with multiple sclerosis who vary in disability. Arch Phys Med Rehabil 92:2028–2033PubMed
26.
Zurück zum Zitat Wajda DA, Motl RW, Sosnoff JJ (2013) Dual task cost of walking is related to fall risk in persons with multiple sclerosis. J Neurol Sci 335:160–163PubMed Wajda DA, Motl RW, Sosnoff JJ (2013) Dual task cost of walking is related to fall risk in persons with multiple sclerosis. J Neurol Sci 335:160–163PubMed
27.
Zurück zum Zitat Srygley JM, Mirelman A, Herman T, Giladi N, Hausdorff JM (2009) When does walking alter thinking? Age and task associated findings. Brain Res 1253:92–99PubMed Srygley JM, Mirelman A, Herman T, Giladi N, Hausdorff JM (2009) When does walking alter thinking? Age and task associated findings. Brain Res 1253:92–99PubMed
28.
Zurück zum Zitat Hausdorff JM, Schweiger A, Herman T, Yogev-Seligmann G, Giladi N (2008) Dual-task decrements in gait: contributing factors among healthy older adults. J Gerontol A Biol Sci Med Sci 63:1335–1343PubMedPubMedCentral Hausdorff JM, Schweiger A, Herman T, Yogev-Seligmann G, Giladi N (2008) Dual-task decrements in gait: contributing factors among healthy older adults. J Gerontol A Biol Sci Med Sci 63:1335–1343PubMedPubMedCentral
29.
Zurück zum Zitat Shema-Shiratzky S, Gazit E, Sun R, Regev K, Karni A, Sosnoff JJ, Herman T, Mirelman A, Hausdorff JM (2019) Deterioration of specific aspects of gait during the instrumented 6-min walk test among people with multiple sclerosis. J Neurol 266:3022–3030PubMed Shema-Shiratzky S, Gazit E, Sun R, Regev K, Karni A, Sosnoff JJ, Herman T, Mirelman A, Hausdorff JM (2019) Deterioration of specific aspects of gait during the instrumented 6-min walk test among people with multiple sclerosis. J Neurol 266:3022–3030PubMed
30.
Zurück zum Zitat Benedict RH, DeLuca J, Phillips G, LaRocca N, Hudson LD, Rudick R (2017) Validity of the symbol digit modalities test as a cognition performance outcome measure for multiple sclerosis. Mult Scler 23:721–733PubMedPubMedCentral Benedict RH, DeLuca J, Phillips G, LaRocca N, Hudson LD, Rudick R (2017) Validity of the symbol digit modalities test as a cognition performance outcome measure for multiple sclerosis. Mult Scler 23:721–733PubMedPubMedCentral
31.
Zurück zum Zitat Kos D, Kerckhofs E, Carrea I, Verza R, Ramos M, Jansa J (2005) Evaluation of the modified fatigue impact scale in four different European countries. Mult Scler 11:76–80PubMed Kos D, Kerckhofs E, Carrea I, Verza R, Ramos M, Jansa J (2005) Evaluation of the modified fatigue impact scale in four different European countries. Mult Scler 11:76–80PubMed
32.
Zurück zum Zitat Weiss A, Herman T, Giladi N, Hausdorff JM (2014) Objective assessment of fall risk in Parkinson's disease using a body-fixed sensor worn for 3 days. PLoS ONE 9:e96675PubMedPubMedCentral Weiss A, Herman T, Giladi N, Hausdorff JM (2014) Objective assessment of fall risk in Parkinson's disease using a body-fixed sensor worn for 3 days. PLoS ONE 9:e96675PubMedPubMedCentral
33.
Zurück zum Zitat Feys J (2016) New nonparametric rank tests for interactions in factorial designs with repeated measures. J Mod Appl Statist Meth 15:6 Feys J (2016) New nonparametric rank tests for interactions in factorial designs with repeated measures. J Mod Appl Statist Meth 15:6
34.
Zurück zum Zitat Shah DA, Madden LV (2004) Nonparametric analysis of ordinal data in designed factorial experiments. Phytopathology 94:33–43PubMed Shah DA, Madden LV (2004) Nonparametric analysis of ordinal data in designed factorial experiments. Phytopathology 94:33–43PubMed
35.
Zurück zum Zitat Wajda DA, Mirelman A, Hausdorff JM, Sosnoff JJ (2017) Intervention modalities for targeting cognitive-motor interference in individuals with neurodegenerative disease: a systematic review. Expert Rev Neurother 17:251–261PubMed Wajda DA, Mirelman A, Hausdorff JM, Sosnoff JJ (2017) Intervention modalities for targeting cognitive-motor interference in individuals with neurodegenerative disease: a systematic review. Expert Rev Neurother 17:251–261PubMed
36.
Zurück zum Zitat Klaren RE, Motl RW, Dlugonski D, Sandroff BM, Pilutti LA (2013) Objectively quantified physical activity in persons with multiple sclerosis. Arch Phys Med Rehabil 94:2342–2348PubMed Klaren RE, Motl RW, Dlugonski D, Sandroff BM, Pilutti LA (2013) Objectively quantified physical activity in persons with multiple sclerosis. Arch Phys Med Rehabil 94:2342–2348PubMed
37.
Zurück zum Zitat Sparaco M, Lavorgna L, Conforti R, Tedeschi G, Bonavita S (2018) The role of wearable devices in multiple sclerosis. Mult Scler Int 2018:7627643PubMedPubMedCentral Sparaco M, Lavorgna L, Conforti R, Tedeschi G, Bonavita S (2018) The role of wearable devices in multiple sclerosis. Mult Scler Int 2018:7627643PubMedPubMedCentral
38.
Zurück zum Zitat Ihlen EAF, Weiss A, Bourke A, Helbostad JL, Hausdorff JM (2016) The complexity of daily life walking in older adult community-dwelling fallers and non-fallers. J Biomech 49:1420–1428PubMed Ihlen EAF, Weiss A, Bourke A, Helbostad JL, Hausdorff JM (2016) The complexity of daily life walking in older adult community-dwelling fallers and non-fallers. J Biomech 49:1420–1428PubMed
39.
Zurück zum Zitat van Emmerik REA, Ducharme SW, Amado AC, Hamill J (2016) Comparing dynamical systems concepts and techniques for biomechanical analysis. J Sport Health Sci 5:3–13PubMedPubMedCentral van Emmerik REA, Ducharme SW, Amado AC, Hamill J (2016) Comparing dynamical systems concepts and techniques for biomechanical analysis. J Sport Health Sci 5:3–13PubMedPubMedCentral
40.
Zurück zum Zitat Cavanaugh JT, Kochi N, Stergiou N (2010) Nonlinear analysis of ambulatory activity patterns in community-dwelling older adults. J Gerontol A Biol Sci Med Sci 65:197–203PubMed Cavanaugh JT, Kochi N, Stergiou N (2010) Nonlinear analysis of ambulatory activity patterns in community-dwelling older adults. J Gerontol A Biol Sci Med Sci 65:197–203PubMed
41.
Zurück zum Zitat Block VA, Pitsch E, Tahir P, Cree BA, Allen DD, Gelfand JM (2016) Remote physical activity monitoring in neurological disease: a systematic review. PLoS ONE 11:e0154335PubMedPubMedCentral Block VA, Pitsch E, Tahir P, Cree BA, Allen DD, Gelfand JM (2016) Remote physical activity monitoring in neurological disease: a systematic review. PLoS ONE 11:e0154335PubMedPubMedCentral
42.
Zurück zum Zitat Morrison JD, Mayer L (2017) Physical activity and cognitive function in adults with multiple sclerosis: an integrative review. Disabil Rehabil 39:1909–1920PubMed Morrison JD, Mayer L (2017) Physical activity and cognitive function in adults with multiple sclerosis: an integrative review. Disabil Rehabil 39:1909–1920PubMed
43.
Zurück zum Zitat Motl RW, Gappmaier E, Nelson K, Benedict RH (2011) Physical activity and cognitive function in multiple sclerosis. J Sport Exerc Psychol 33:734–741PubMed Motl RW, Gappmaier E, Nelson K, Benedict RH (2011) Physical activity and cognitive function in multiple sclerosis. J Sport Exerc Psychol 33:734–741PubMed
44.
Zurück zum Zitat Blikman LJM, van Meeteren J, Rizopoulos D, de Groot V, Beckerman H, Stam HJ, Bussmann JBJ (2018) Physical behaviour is weakly associated with physical fatigue in persons with multiple sclerosis-related fatigue. J Rehabil Med 50:821–827PubMed Blikman LJM, van Meeteren J, Rizopoulos D, de Groot V, Beckerman H, Stam HJ, Bussmann JBJ (2018) Physical behaviour is weakly associated with physical fatigue in persons with multiple sclerosis-related fatigue. J Rehabil Med 50:821–827PubMed
45.
Zurück zum Zitat Rietberg MB, van Wegen EE, Uitdehaag BM, Kwakkel G (2011) The association between perceived fatigue and actual level of physical activity in multiple sclerosis. Mult Scler 17:1231–1237PubMed Rietberg MB, van Wegen EE, Uitdehaag BM, Kwakkel G (2011) The association between perceived fatigue and actual level of physical activity in multiple sclerosis. Mult Scler 17:1231–1237PubMed
46.
Zurück zum Zitat Plummer P, Eskes G (2015) Measuring treatment effects on dual-task performance: a framework for research and clinical practice. Front Hum Neurosci 9:225PubMedPubMedCentral Plummer P, Eskes G (2015) Measuring treatment effects on dual-task performance: a framework for research and clinical practice. Front Hum Neurosci 9:225PubMedPubMedCentral
47.
Zurück zum Zitat Yogev-Seligmann G, Rotem-Galili Y, Mirelman A, Dickstein R, Giladi N, Hausdorff JM (2010) How does explicit prioritization alter walking during dual-task performance? Effects of age and sex on gait speed and variability. Phys Ther 90:177–186PubMedPubMedCentral Yogev-Seligmann G, Rotem-Galili Y, Mirelman A, Dickstein R, Giladi N, Hausdorff JM (2010) How does explicit prioritization alter walking during dual-task performance? Effects of age and sex on gait speed and variability. Phys Ther 90:177–186PubMedPubMedCentral
48.
Zurück zum Zitat Yogev-Seligmann G, Hausdorff JM, Giladi N (2012) Do we always prioritize balance when walking? Towards an integrated model of task prioritization. Mov Disord 27:765–770PubMed Yogev-Seligmann G, Hausdorff JM, Giladi N (2012) Do we always prioritize balance when walking? Towards an integrated model of task prioritization. Mov Disord 27:765–770PubMed
Metadaten
Titel
A wearable sensor identifies alterations in community ambulation in multiple sclerosis: contributors to real-world gait quality and physical activity
verfasst von
Shirley Shema-Shiratzky
Inbar Hillel
Anat Mirelman
Keren Regev
Katherine L. Hsieh
Arnon Karni
Hannes Devos
Jacob J. Sosnoff
Jeffrey M. Hausdorff
Publikationsdatum
12.03.2020
Verlag
Springer Berlin Heidelberg
Erschienen in
Journal of Neurology / Ausgabe 7/2020
Print ISSN: 0340-5354
Elektronische ISSN: 1432-1459
DOI
https://doi.org/10.1007/s00415-020-09759-7

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