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Published in: Journal of Neural Transmission 3/2015

01-03-2015 | Neurology and Preclinical Neurological Studies - Original Article

New evidence for gait abnormalities among Parkinson’s disease patients who suffer from freezing of gait: insights using a body-fixed sensor worn for 3 days

Authors: Aner Weiss, Talia Herman, Nir Giladi, Jeffrey M. Hausdorff

Published in: Journal of Neural Transmission | Issue 3/2015

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Abstract

Previous studies conducted in laboratory settings suggest that the gait pattern in between freezing of gait (FOG) episodes is abnormal among patients with Parkinson’s disease (PD) who suffer from FOG (i.e., “freezers”), compared to those who do not (i.e., “non-freezers”). We evaluated whether long-term recordings also reveal gait alterations in freezers and if these features were related to freezing severity and its impact on daily function. 72 patients with PD wore a 3-D accelerometer for 3 days. Acceleration-derived gait features included quantity (e.g., the amount of walking) and quality measures (e.g., gait variability). The New FOG-Questionnaire evaluated the subject’s perceptions of FOG severity and its impact. Age, gender, and disease duration were similar (p > 0.19) in the 28 freezers and 44 non-freezers. Walking quantity was similar in the two groups, while freezers walked with higher gait variability (i.e., larger anterior–posterior power spectral density width; p = 0.003) and lower gait consistency (i.e., lower vertical stride regularity; p = 0.007). Group differences were observed when comparing the typical (i.e., median), best, and worst performance among the multiple walking bouts measured. Vertical and medio-lateral gait consistency were associated with the impact of FOG on daily living (r < −0.39, p < 0.044). The present findings demonstrate that freezers have altered gait variability and consistency during spontaneous community ambulation, even during optimal performance, and that these measures are associated with the impact of FOG on daily function. Long-term recordings may provide new insights into PD and augment the monitoring of FOG and its response to therapy.
Literature
go back to reference Almeida QJ, Lebold CA (2010) Freezing of gait in Parkinson’s disease: a perceptual cause for a motor impairment? J Neurol Neurosurg Psychiatry 81:513–518CrossRefPubMed Almeida QJ, Lebold CA (2010) Freezing of gait in Parkinson’s disease: a perceptual cause for a motor impairment? J Neurol Neurosurg Psychiatry 81:513–518CrossRefPubMed
go back to reference Barbe MT, Amarell M, Snijders AH, Florin E, Quatuor EL, Schonau E, Fink GR, Bloem BR, Timmermann L (2014) Gait and upper limb variability in Parkinson’s disease patients with and without freezing of gait. J Neurol 261:330–342CrossRefPubMed Barbe MT, Amarell M, Snijders AH, Florin E, Quatuor EL, Schonau E, Fink GR, Bloem BR, Timmermann L (2014) Gait and upper limb variability in Parkinson’s disease patients with and without freezing of gait. J Neurol 261:330–342CrossRefPubMed
go back to reference Benjamini YHY (1995) Controlling the false discovery rate: a practical and powerful approach to multiple testing. J R Stat Soc 57:125–133 Benjamini YHY (1995) Controlling the false discovery rate: a practical and powerful approach to multiple testing. J R Stat Soc 57:125–133
go back to reference Berg KO, Wood-Dauphinee SL, Williams JI, Maki B (1992) Measuring balance in the elderly: validation of an instrument. Can J Public Health 83(Suppl 2):S7–S11PubMed Berg KO, Wood-Dauphinee SL, Williams JI, Maki B (1992) Measuring balance in the elderly: validation of an instrument. Can J Public Health 83(Suppl 2):S7–S11PubMed
go back to reference Bhatt H, Pieruccini-Faria F, Almeida QJ (2013) Dynamics of turning sharpness influences freezing of gait in Parkinson’s disease. Parkinsonism Relat Disord 19:181–185CrossRefPubMed Bhatt H, Pieruccini-Faria F, Almeida QJ (2013) Dynamics of turning sharpness influences freezing of gait in Parkinson’s disease. Parkinsonism Relat Disord 19:181–185CrossRefPubMed
go back to reference Brach JS, Berthold R, Craik R, VanSwearingen JM, Newman AB (2001) Gait variability in community-dwelling older adults. J Am Geriatr Soc 49:1646–1650CrossRefPubMed Brach JS, Berthold R, Craik R, VanSwearingen JM, Newman AB (2001) Gait variability in community-dwelling older adults. J Am Geriatr Soc 49:1646–1650CrossRefPubMed
go back to reference Brach JS, Berlin JE, VanSwearingen JM, Newman AB, Studenski SA (2005) Too much or too little step width variability is associated with a fall history in older persons who walk at or near normal gait speed. J Neuroeng Rehabil 2:21CrossRefPubMedCentralPubMed Brach JS, Berlin JE, VanSwearingen JM, Newman AB, Studenski SA (2005) Too much or too little step width variability is associated with a fall history in older persons who walk at or near normal gait speed. J Neuroeng Rehabil 2:21CrossRefPubMedCentralPubMed
go back to reference Brach JS, Studenski S, Perera S, VanSwearingen JM, Newman AB (2008) Stance time and step width variability have unique contributing impairments in older persons. Gait Posture 27:431–439CrossRefPubMedCentralPubMed Brach JS, Studenski S, Perera S, VanSwearingen JM, Newman AB (2008) Stance time and step width variability have unique contributing impairments in older persons. Gait Posture 27:431–439CrossRefPubMedCentralPubMed
go back to reference Cohen RG, Klein KA, Nomura M, Fleming M, Mancini M, Giladi N, Nutt JG, Horak FB (2014) Inhibition, executive function, and freezing of gait. J Parkinson Dis 4:111–122 Cohen RG, Klein KA, Nomura M, Fleming M, Mancini M, Giladi N, Nutt JG, Horak FB (2014) Inhibition, executive function, and freezing of gait. J Parkinson Dis 4:111–122
go back to reference Ehgoetz Martens KA, Pieruccini-Faria F, Almeida QJ (2013) Could sensory mechanisms be a core factor that underlies freezing of gait in Parkinson’s disease? PLoS ONE 8:e62602CrossRefPubMedCentralPubMed Ehgoetz Martens KA, Pieruccini-Faria F, Almeida QJ (2013) Could sensory mechanisms be a core factor that underlies freezing of gait in Parkinson’s disease? PLoS ONE 8:e62602CrossRefPubMedCentralPubMed
go back to reference Fling BW, Cohen RG, Mancini M, Nutt JG, Fair DA, Horak FB (2013) Asymmetric pedunculopontine network connectivity in parkinsonian patients with freezing of gait. Brain 136:2405–2418CrossRefPubMedCentralPubMed Fling BW, Cohen RG, Mancini M, Nutt JG, Fair DA, Horak FB (2013) Asymmetric pedunculopontine network connectivity in parkinsonian patients with freezing of gait. Brain 136:2405–2418CrossRefPubMedCentralPubMed
go back to reference Giladi N, Hausdorff JM (2006) The role of mental function in the pathogenesis of freezing of gait in Parkinson’s disease. J Neurol Sci 248:173–176CrossRefPubMed Giladi N, Hausdorff JM (2006) The role of mental function in the pathogenesis of freezing of gait in Parkinson’s disease. J Neurol Sci 248:173–176CrossRefPubMed
go back to reference Giladi N, Horak FB, Hausdorff JM (2013) Classification of gait disturbances: distinguishing between continuous and episodic changes. Mov Disord 28:1469–1473CrossRefPubMed Giladi N, Horak FB, Hausdorff JM (2013) Classification of gait disturbances: distinguishing between continuous and episodic changes. Mov Disord 28:1469–1473CrossRefPubMed
go back to reference Gilat M, Shine JM, Bolitho SJ, Matar E, Kamsma YP, Naismith SL, Lewis SJ (2013) Variability of stepping during a virtual reality paradigm in Parkinson’s disease patients with and without freezing of gait. PLoS ONE 8:e66718CrossRefPubMedCentralPubMed Gilat M, Shine JM, Bolitho SJ, Matar E, Kamsma YP, Naismith SL, Lewis SJ (2013) Variability of stepping during a virtual reality paradigm in Parkinson’s disease patients with and without freezing of gait. PLoS ONE 8:e66718CrossRefPubMedCentralPubMed
go back to reference Goetz CG, Fahn S, Martinez-Martin P, Poewe W, Sampaio C, Stebbins GT, Stern MB, Tilley BC, Dodel R, Dubois B, Holloway R, Jankovic J, Kulisevsky J, Lang AE, Lees A, Leurgans S, LeWitt PA, Nyenhuis D, Olanow CW, Rascol O, Schrag A, Teresi JA, Van Hilten JJ, LaPelle N (2007) Movement Disorder Society-sponsored revision of the Unified Parkinson’s Disease Rating Scale (MDS-UPDRS): process, format, and clinimetric testing plan. Mov Disord 22:41–47CrossRefPubMed Goetz CG, Fahn S, Martinez-Martin P, Poewe W, Sampaio C, Stebbins GT, Stern MB, Tilley BC, Dodel R, Dubois B, Holloway R, Jankovic J, Kulisevsky J, Lang AE, Lees A, Leurgans S, LeWitt PA, Nyenhuis D, Olanow CW, Rascol O, Schrag A, Teresi JA, Van Hilten JJ, LaPelle N (2007) Movement Disorder Society-sponsored revision of the Unified Parkinson’s Disease Rating Scale (MDS-UPDRS): process, format, and clinimetric testing plan. Mov Disord 22:41–47CrossRefPubMed
go back to reference Hausdorff JM, Schaafsma JD, Balash Y, Bartels AL, Gurevich T, Giladi N (2003) Impaired regulation of stride variability in Parkinson’s disease subjects with freezing of gait. Exp Brain Res 149:187–194PubMed Hausdorff JM, Schaafsma JD, Balash Y, Bartels AL, Gurevich T, Giladi N (2003) Impaired regulation of stride variability in Parkinson’s disease subjects with freezing of gait. Exp Brain Res 149:187–194PubMed
go back to reference Heremans E, Nieuwboer A, Vercruysse S (2013) Freezing of gait in Parkinson’s disease: where are we now? Curr Neurol Neurosci Rep 13:350CrossRefPubMed Heremans E, Nieuwboer A, Vercruysse S (2013) Freezing of gait in Parkinson’s disease: where are we now? Curr Neurol Neurosci Rep 13:350CrossRefPubMed
go back to reference Herman T, Giladi N, Hausdorff JM (2013a) Neuroimaging as a window into gait disturbances and freezing of gait in patients with Parkinson’s disease. Curr Neurol Neurosci Rep 13:411CrossRefPubMed Herman T, Giladi N, Hausdorff JM (2013a) Neuroimaging as a window into gait disturbances and freezing of gait in patients with Parkinson’s disease. Curr Neurol Neurosci Rep 13:411CrossRefPubMed
go back to reference Herman T, Rosenberg-Katz K, Jacob Y, Auriel E, Gurevich T, Giladi N, Hausdorff JM (2013b) White matter hyperintensities in Parkinson’s disease: do they explain the disparity between the postural instability gait difficulty and tremor dominant subtypes? PLoS ONE 8:55193CrossRef Herman T, Rosenberg-Katz K, Jacob Y, Auriel E, Gurevich T, Giladi N, Hausdorff JM (2013b) White matter hyperintensities in Parkinson’s disease: do they explain the disparity between the postural instability gait difficulty and tremor dominant subtypes? PLoS ONE 8:55193CrossRef
go back to reference Herman T, Rosenberg-Katz K, Jacob Y, Giladi N, Hausdorff JM (2014) Gray matter atrophy and freezing of gait in Parkinson’s disease: is the evidence black-on-white? Mov Disord 29:134–139CrossRefPubMed Herman T, Rosenberg-Katz K, Jacob Y, Giladi N, Hausdorff JM (2014) Gray matter atrophy and freezing of gait in Parkinson’s disease: is the evidence black-on-white? Mov Disord 29:134–139CrossRefPubMed
go back to reference Hobert MA, Maetzler W, Aminian K, Chiari L (2014) Technical and clinical view on ambulatory assessment in Parkinson’s disease. Acta Neurol Scand Hobert MA, Maetzler W, Aminian K, Chiari L (2014) Technical and clinical view on ambulatory assessment in Parkinson’s disease. Acta Neurol Scand
go back to reference Knobl P, Kielstra L, Almeida Q (2012) The relationship between motor planning and freezing of gait in Parkinson’s disease. J Neurol Neurosurg Psychiatry 83:98–101CrossRefPubMed Knobl P, Kielstra L, Almeida Q (2012) The relationship between motor planning and freezing of gait in Parkinson’s disease. J Neurol Neurosurg Psychiatry 83:98–101CrossRefPubMed
go back to reference Kostic VS, Agosta F, Pievani M, Stefanova E, Jecmenica-Lukic M, Scarale A, Spica V, Filippi M (2012) Pattern of brain tissue loss associated with freezing of gait in Parkinson disease. Neurology 78:409–416CrossRefPubMed Kostic VS, Agosta F, Pievani M, Stefanova E, Jecmenica-Lukic M, Scarale A, Spica V, Filippi M (2012) Pattern of brain tissue loss associated with freezing of gait in Parkinson disease. Neurology 78:409–416CrossRefPubMed
go back to reference Moe-Nilssen R, Helbostad JL (2004) Estimation of gait cycle characteristics by trunk accelerometry. J Biomech 37:121–126CrossRefPubMed Moe-Nilssen R, Helbostad JL (2004) Estimation of gait cycle characteristics by trunk accelerometry. J Biomech 37:121–126CrossRefPubMed
go back to reference Moe-Nilssen R, Helbostad JL (2005) Interstride trunk acceleration variability but not step width variability can differentiate between fit and frail older adults. Gait Posture 21:164–170CrossRefPubMed Moe-Nilssen R, Helbostad JL (2005) Interstride trunk acceleration variability but not step width variability can differentiate between fit and frail older adults. Gait Posture 21:164–170CrossRefPubMed
go back to reference Moe-Nilssen R, Aaslund MK, Hodt-Billington C, Helbostad JL (2010) Gait variability measures may represent different constructs. Gait Posture 32:98–101CrossRefPubMed Moe-Nilssen R, Aaslund MK, Hodt-Billington C, Helbostad JL (2010) Gait variability measures may represent different constructs. Gait Posture 32:98–101CrossRefPubMed
go back to reference Moore O, Peretz C, Giladi N (2007) Freezing of gait affects quality of life of peoples with Parkinson’s disease beyond its relationships with mobility and gait. Mov Disord 22:2192–2195CrossRefPubMed Moore O, Peretz C, Giladi N (2007) Freezing of gait affects quality of life of peoples with Parkinson’s disease beyond its relationships with mobility and gait. Mov Disord 22:2192–2195CrossRefPubMed
go back to reference Morris TR, Cho C, Dilda V, Shine JM, Naismith SL, Lewis SJ, Moore ST (2012) A comparison of clinical and objective measures of freezing of gait in Parkinson’s disease. Parkinsonism Relat Disord 18:572–577CrossRefPubMed Morris TR, Cho C, Dilda V, Shine JM, Naismith SL, Lewis SJ, Moore ST (2012) A comparison of clinical and objective measures of freezing of gait in Parkinson’s disease. Parkinsonism Relat Disord 18:572–577CrossRefPubMed
go back to reference Muralidharan V, Balasubramani PP, Chakravarthy VS, Lewis SJ, Moustafa AA (2014) A computational model of altered gait patterns in parkinson’s disease patients negotiating narrow doorways. Front Comput Neurosci 7:190CrossRefPubMedCentralPubMed Muralidharan V, Balasubramani PP, Chakravarthy VS, Lewis SJ, Moustafa AA (2014) A computational model of altered gait patterns in parkinson’s disease patients negotiating narrow doorways. Front Comput Neurosci 7:190CrossRefPubMedCentralPubMed
go back to reference Nasreddine ZS, Phillips NA, Bedirian V, Charbonneau S, Whitehead V, Collin I, Cummings JL, Chertkow H (2005) The Montreal Cognitive Assessment, MoCA: a brief screening tool for mild cognitive impairment. J Am Geriatr Soc 53:695–699CrossRefPubMed Nasreddine ZS, Phillips NA, Bedirian V, Charbonneau S, Whitehead V, Collin I, Cummings JL, Chertkow H (2005) The Montreal Cognitive Assessment, MoCA: a brief screening tool for mild cognitive impairment. J Am Geriatr Soc 53:695–699CrossRefPubMed
go back to reference Nieuwboer A, Giladi N (2013) Characterizing freezing of gait in Parkinson’s disease: models of an episodic phenomenon. Mov Disord 28:1509–1519CrossRefPubMed Nieuwboer A, Giladi N (2013) Characterizing freezing of gait in Parkinson’s disease: models of an episodic phenomenon. Mov Disord 28:1509–1519CrossRefPubMed
go back to reference Nieuwboer A, Rochester L, Herman T, Vandenberghe W, Emil GE, Thomaes T, Giladi N (2009) Reliability of the new freezing of gait questionnaire: agreement between patients with Parkinson’s disease and their carers. Gait Posture 30:459–463CrossRefPubMed Nieuwboer A, Rochester L, Herman T, Vandenberghe W, Emil GE, Thomaes T, Giladi N (2009) Reliability of the new freezing of gait questionnaire: agreement between patients with Parkinson’s disease and their carers. Gait Posture 30:459–463CrossRefPubMed
go back to reference Nutt JG, Bloem BR, Giladi N, Hallett M, Horak FB, Nieuwboer A (2011) Freezing of gait: moving forward on a mysterious clinical phenomenon. Lancet Neurol 10:734–744CrossRefPubMed Nutt JG, Bloem BR, Giladi N, Hallett M, Horak FB, Nieuwboer A (2011) Freezing of gait: moving forward on a mysterious clinical phenomenon. Lancet Neurol 10:734–744CrossRefPubMed
go back to reference Plotnik M, Giladi N, Hausdorff JM (2012) Is freezing of gait in Parkinson’s disease a result of multiple gait impairments? Implications for treatment. Parkinson’s Dis 2012:459321 Plotnik M, Giladi N, Hausdorff JM (2012) Is freezing of gait in Parkinson’s disease a result of multiple gait impairments? Implications for treatment. Parkinson’s Dis 2012:459321
go back to reference Podsiadlo D, Richardson S (1991) The timed “Up & Go”: a test of basic functional mobility for frail elderly persons. J Am Geriatr Soc 39:142–148PubMed Podsiadlo D, Richardson S (1991) The timed “Up & Go”: a test of basic functional mobility for frail elderly persons. J Am Geriatr Soc 39:142–148PubMed
go back to reference Powell LE, Myers AM (1995) The Activities-specific Balance Confidence (ABC) Scale. J Gerontol A Biol Sci Med Sci 50A:M28–M34CrossRefPubMed Powell LE, Myers AM (1995) The Activities-specific Balance Confidence (ABC) Scale. J Gerontol A Biol Sci Med Sci 50A:M28–M34CrossRefPubMed
go back to reference Rispens SM, van Schooten KS, Pijnappels M, Daffertshofer A, Beek PJ, van Dieen JH (2014) Identification of fall risk predictors in daily life measurements: gait characteristics’ reliability and association with self-reported fall history. Neurorehabil Neural Repair Rispens SM, van Schooten KS, Pijnappels M, Daffertshofer A, Beek PJ, van Dieen JH (2014) Identification of fall risk predictors in daily life measurements: gait characteristics’ reliability and association with self-reported fall history. Neurorehabil Neural Repair
go back to reference Schwickert L, Becker C, Lindemann U, Marechal C, Bourke A, Chiari L, Helbostad JL, Zijlstra W, Aminian K, Todd C, Bandinelli S, Klenk J (2013) Fall detection with body-worn sensors: a systematic review. Z Gerontol Geriatr 46:706–719CrossRefPubMed Schwickert L, Becker C, Lindemann U, Marechal C, Bourke A, Chiari L, Helbostad JL, Zijlstra W, Aminian K, Todd C, Bandinelli S, Klenk J (2013) Fall detection with body-worn sensors: a systematic review. Z Gerontol Geriatr 46:706–719CrossRefPubMed
go back to reference Shany T, Redmond SJ, Marschollek M, Lovell NH (2012) Assessing fall risk using wearable sensors: a practical discussion. A review of the practicalities and challenges associated with the use of wearable sensors for quantification of fall risk in older people. Z Gerontol Geriatr 45:694–706CrossRefPubMed Shany T, Redmond SJ, Marschollek M, Lovell NH (2012) Assessing fall risk using wearable sensors: a practical discussion. A review of the practicalities and challenges associated with the use of wearable sensors for quantification of fall risk in older people. Z Gerontol Geriatr 45:694–706CrossRefPubMed
go back to reference Shumway-Cook A, Woollacott M (1995) Motor control theory and applications. Williams and Wilkins, Baltimore Shumway-Cook A, Woollacott M (1995) Motor control theory and applications. Williams and Wilkins, Baltimore
go back to reference Snijders AH, Nijkrake MJ, Bakker M, Munneke M, Wind C, Bloem BR (2008) Clinimetrics of freezing of gait. Mov Disord 23(Suppl 2):S468–S474CrossRefPubMed Snijders AH, Nijkrake MJ, Bakker M, Munneke M, Wind C, Bloem BR (2008) Clinimetrics of freezing of gait. Mov Disord 23(Suppl 2):S468–S474CrossRefPubMed
go back to reference Snijders AH, Leunissen I, Bakker M, Overeem S, Helmich RC, Bloem BR, Toni I (2011) Gait-related cerebral alterations in patients with Parkinson’s disease with freezing of gait. Brain 134:59–72CrossRefPubMed Snijders AH, Leunissen I, Bakker M, Overeem S, Helmich RC, Bloem BR, Toni I (2011) Gait-related cerebral alterations in patients with Parkinson’s disease with freezing of gait. Brain 134:59–72CrossRefPubMed
go back to reference Snijders AH, Haaxma CA, Hagen YJ, Munneke M, Bloem BR (2012) Freezer or non-freezer: clinical assessment of freezing of gait. Parkinsonism Relat Disord 18:149–154CrossRefPubMed Snijders AH, Haaxma CA, Hagen YJ, Munneke M, Bloem BR (2012) Freezer or non-freezer: clinical assessment of freezing of gait. Parkinsonism Relat Disord 18:149–154CrossRefPubMed
go back to reference Tessitore A, Amboni M, Cirillo G, Corbo D, Picillo M, Russo A, Vitale C, Santangelo G, Erro R, Cirillo M, Esposito F, Barone P, Tedeschi G (2012) Regional gray matter atrophy in patients with Parkinson disease and freezing of gait. AJNR Am J Neuroradiol 33:1804–1809CrossRefPubMed Tessitore A, Amboni M, Cirillo G, Corbo D, Picillo M, Russo A, Vitale C, Santangelo G, Erro R, Cirillo M, Esposito F, Barone P, Tedeschi G (2012) Regional gray matter atrophy in patients with Parkinson disease and freezing of gait. AJNR Am J Neuroradiol 33:1804–1809CrossRefPubMed
go back to reference Thevathasan W, Cole MH, Graepel CL, Hyam JA, Jenkinson N, Brittain JS, Coyne TJ, Silburn PA, Aziz TZ, Kerr G, Brown P (2012) A spatiotemporal analysis of gait freezing and the impact of pedunculopontine nucleus stimulation. Brain 135:1446–1454CrossRefPubMedCentralPubMed Thevathasan W, Cole MH, Graepel CL, Hyam JA, Jenkinson N, Brittain JS, Coyne TJ, Silburn PA, Aziz TZ, Kerr G, Brown P (2012) A spatiotemporal analysis of gait freezing and the impact of pedunculopontine nucleus stimulation. Brain 135:1446–1454CrossRefPubMedCentralPubMed
go back to reference Vervoort G, Nackaerts E, Mohammadi F, Heremans E, Verschueren S, Nieuwboer A, Vercruysse S (2013) Which aspects of postural control differentiate between patients with Parkinson’s disease with and without freezing of gait? Parkinson’s Dis 2013:971480 Vervoort G, Nackaerts E, Mohammadi F, Heremans E, Verschueren S, Nieuwboer A, Vercruysse S (2013) Which aspects of postural control differentiate between patients with Parkinson’s disease with and without freezing of gait? Parkinson’s Dis 2013:971480
go back to reference Weiss A, Sharifi S, Plotnik M, van Vugt JP, Giladi N, Hausdorff JM (2011) Toward automated, at-home assessment of mobility among patients with Parkinson disease, using a body-worn accelerometer. Neurorehabil Neural Repair 25:810–818CrossRefPubMed Weiss A, Sharifi S, Plotnik M, van Vugt JP, Giladi N, Hausdorff JM (2011) Toward automated, at-home assessment of mobility among patients with Parkinson disease, using a body-worn accelerometer. Neurorehabil Neural Repair 25:810–818CrossRefPubMed
go back to reference Weiss A, Brozgol M, Dorfman M, Herman T, Shema S, Giladi N, Hausdorff JM (2013) Does the evaluation of gait quality during daily life provide insight Into fall risk? A novel approach using 3-Day accelerometer recordings. Neurorehabil Neural Repair 27:742–752CrossRefPubMed Weiss A, Brozgol M, Dorfman M, Herman T, Shema S, Giladi N, Hausdorff JM (2013) Does the evaluation of gait quality during daily life provide insight Into fall risk? A novel approach using 3-Day accelerometer recordings. Neurorehabil Neural Repair 27:742–752CrossRefPubMed
go back to reference 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:e96675CrossRefPubMedCentralPubMed 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:e96675CrossRefPubMedCentralPubMed
go back to reference Yack HJ, Berger RC (1993) Dynamic stability in the elderly: identifying a possible measure. J Gerontol 48:M225–M230CrossRefPubMed Yack HJ, Berger RC (1993) Dynamic stability in the elderly: identifying a possible measure. J Gerontol 48:M225–M230CrossRefPubMed
Metadata
Title
New evidence for gait abnormalities among Parkinson’s disease patients who suffer from freezing of gait: insights using a body-fixed sensor worn for 3 days
Authors
Aner Weiss
Talia Herman
Nir Giladi
Jeffrey M. Hausdorff
Publication date
01-03-2015
Publisher
Springer Vienna
Published in
Journal of Neural Transmission / Issue 3/2015
Print ISSN: 0300-9564
Electronic ISSN: 1435-1463
DOI
https://doi.org/10.1007/s00702-014-1279-y

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