Turning Analysis during Standardized Test Using On-Shoe Wearable Sensors in Parkinson's Disease.
Adult
Aged
Aged, 80 and over
Algorithms
Case-Control Studies
Equipment Design
Female
Gait Disorders, Neurologic
/ diagnosis
Humans
Male
Middle Aged
Monitoring, Physiologic
/ instrumentation
Parkinson Disease
/ physiopathology
Reproducibility of Results
Shoes
Spatio-Temporal Analysis
Wearable Electronic Devices
Parkinson’s disease
mobile gait analysis
pathological gait
turning analysis
wearable sensors
Journal
Sensors (Basel, Switzerland)
ISSN: 1424-8220
Titre abrégé: Sensors (Basel)
Pays: Switzerland
ID NLM: 101204366
Informations de publication
Date de publication:
13 Jul 2019
13 Jul 2019
Historique:
received:
23
05
2019
revised:
09
07
2019
accepted:
09
07
2019
entrez:
25
7
2019
pubmed:
25
7
2019
medline:
8
1
2020
Statut:
epublish
Résumé
Mobile gait analysis systems using wearable sensors have the potential to analyze and monitor pathological gait in a finer scale than ever before. A closer look at gait in Parkinson's disease (PD) reveals that turning has its own characteristics and requires its own analysis. The goal of this paper is to present a system with on-shoe wearable sensors in order to analyze the abnormalities of turning in a standardized gait test for PD. We investigated turning abnormalities in a large cohort of 108 PD patients and 42 age-matched controls. We quantified turning through several spatio-temporal parameters. Analysis of turn-derived parameters revealed differences of turn-related gait impairment in relation to different disease stages and motor impairment. Our findings confirm and extend the results from previous studies and show the applicability of our system in turning analysis. Our system can provide insight into the turning in PD and be used as a complement for physicians' gait assessment and to monitor patients in their daily environment.
Identifiants
pubmed: 31337067
pii: s19143103
doi: 10.3390/s19143103
pmc: PMC6679564
pii:
doi:
Types de publication
Journal Article
Langues
eng
Sous-ensembles de citation
IM
Références
Disabil Rehabil. 2004 Apr 22;26(8):478-84
pubmed: 15204470
J Neurol Neurosurg Psychiatry. 1992 Mar;55(3):181-4
pubmed: 1564476
Parkinsonism Relat Disord. 2006 Mar;12(2):87-92
pubmed: 16338159
Gait Posture. 2007 Jul;26(2):172-8
pubmed: 17532636
Mov Disord. 2007 Oct 15;22(13):1892-900
pubmed: 17588236
Mov Disord. 2007 Nov 15;22(15):2192-5
pubmed: 17712856
Mov Disord. 2008 Apr 30;23(6):817-23
pubmed: 18200603
Exp Brain Res. 2008 Sep;190(1):43-51
pubmed: 18528689
Mov Disord. 2008 Jul 30;23(10):1391-7
pubmed: 18528897
Disabil Rehabil. 2008;30(16):1222-9
pubmed: 18608364
Neurorehabil Neural Repair. 2009 Feb;23(2):166-76
pubmed: 18981189
Mov Disord. 2008 Nov 15;23(15):2129-70
pubmed: 19025984
IEEE Trans Inf Technol Biomed. 2010 Mar;14(2):436-46
pubmed: 19906597
Conf Proc IEEE Eng Med Biol Soc. 2009;2009:224-7
pubmed: 19964471
J Neurol Phys Ther. 2010 Mar;34(1):11-6
pubmed: 20212362
IEEE Trans Neural Syst Rehabil Eng. 2010 Jun;18(3):303-10
pubmed: 20388604
Gerontology. 2011;57(3):203-10
pubmed: 20484884
J Neurol Phys Ther. 2012 Mar;36(1):25-31
pubmed: 22333919
IEEE Trans Biomed Eng. 2013 Jan;60(1):155-8
pubmed: 23268531
PLoS One. 2013;8(2):e56956
pubmed: 23431395
Sensors (Basel). 2013 Dec 27;14(1):356-69
pubmed: 24379043
IEEE Trans Biomed Eng. 2015 Apr;62(4):1089-97
pubmed: 25389237
Sensors (Basel). 2015 Mar 17;15(3):6419-40
pubmed: 25789489
J Neuroeng Rehabil. 2016 Apr 19;13:39
pubmed: 27094039
Conf Proc IEEE Eng Med Biol Soc. 2016 Aug;2016:4979-4982
pubmed: 28269386
PLoS One. 2017 Oct 11;12(10):e0183989
pubmed: 29020012
Sensors (Basel). 2018 Jan 06;18(1):null
pubmed: 29316636
Front Neurol. 2018 Jan 26;9:18
pubmed: 29434567
Gait Posture. 2018 Oct;66:76-82
pubmed: 30170137
Front Neurol. 2019 Jan 22;10:5
pubmed: 30723450
Neurology. 1967 May;17(5):427-42
pubmed: 6067254