Feasibility of a Mobile-Based System for Unsupervised Monitoring in Parkinson's Disease

被引:10
作者
Bouca-Machado, Raquel [1 ,2 ]
Pona-Ferreira, Filipa [2 ]
Leitao, Mariana [2 ]
Clemente, Ana [3 ]
Vila-Vicosa, Diogo [3 ]
Kauppila, Linda Azevedo [2 ]
Costa, Rui M. [4 ,5 ]
Matias, Ricardo [4 ,6 ,7 ]
Ferreira, Joaquim J. [1 ,2 ,8 ]
机构
[1] Inst Med Mol, P-1649028 Lisbon, Portugal
[2] CNS Campus Neurol, P-2560280 Torres Vedras, Portugal
[3] Kinetikos, P-3030199 Coimbra, Portugal
[4] Champalimaud Ctr Unknown, Champalimaud Res, P-1400 Lisbon, Portugal
[5] Columbia Univ, Zuckerman Mind Brain Behav Inst, New York, NY 10027 USA
[6] Champalimaud Ctr Unknown, Champalimaud Clin Ctr, P-1400 Lisbon, Portugal
[7] Inst Politecn Setubal, Escola Super Saude, Human Movement Anal Lab, P-2910761 Setubal, Portugal
[8] Univ Lisbon, Fac Med, Lab Clin Pharmacol & Therapeut, P-1649028 Lisbon, Portugal
关键词
Parkinson's disease; digital health; remote monitoring; sensors; wearable technology; FUNCTIONAL MOBILITY; RELIABILITY; GO;
D O I
10.3390/s21154972
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Mobile health (mHealth) has emerged as a potential solution to providing valuable ecological information about the severity and burden of Parkinson's disease (PD) symptoms in real-life conditions. Objective: The objective of our study was to explore the feasibility and usability of an mHealth system for continuous and objective real-life measures of patients' health and functional mobility, in unsupervised settings. Methods: Patients with a clinical diagnosis of PD, who were able to walk unassisted, and had an Android smartphone were included. Patients were asked to answer a daily survey, to perform three weekly active tests, and to perform a monthly in-person clinical assessment. Feasibility and usability were explored as primary and secondary outcomes. An exploratory analysis was performed to investigate the correlation between data from the mKinetikos app and clinical assessments. Results: Seventeen participants (85%) completed the study. Sixteen participants (94.1%) showed a medium-to-high level of compliance with the mKinetikos system. A 6-point drop in the total score of the Post-Study System Usability Questionnaire was observed. Conclusions: Our results support the feasibility of the mKinetikos system for continuous and objective real-life measures of a patient's health and functional mobility. The observed correlations of mKinetikos metrics with clinical data seem to suggest that this mHealth solution is a promising tool to support clinical decisions.
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收藏
页数:17
相关论文
共 43 条
[21]   Developing a Tool for Remote Digital Assessment of Parkinson's Disease [J].
Kassavetis, Panagiotis ;
Saifee, Tabish A. ;
Roussos, George ;
Drougkas, Loukas ;
Kojovic, Maja ;
Rothwell, John C. ;
Edwards, Mark J. ;
Bhatia, Kailash P. .
MOVEMENT DISORDERS CLINICAL PRACTICE, 2016, 3 (01) :59-64
[22]  
LEWIS JR, 1992, PROCEEDINGS OF THE HUMAN FACTORS SOCIETY, 36TH ANNUAL MEETING, VOLS 1 AND 2, P1259, DOI 10.1177/154193129203601617
[23]   Evaluation of Smartphone-Based Testing to Generate Exploratory Outcome Measures in a Phase 1 Parkinson's Disease Clinical Trial [J].
Lipsmeier, Florian ;
Taylor, Kirsten I. ;
Kilchenmann, Timothy ;
Wolf, Detlef ;
Scotland, Alf ;
Schjodt-Eriksen, Jens ;
Cheng, Wei-Yi ;
Fernandez-Garcia, Ignacio ;
Siebourg-Polster, Juliane ;
Jin, Liping ;
Soto, Jay ;
Verselis, Lynne ;
Boess, Frank ;
Koller, Martin ;
Grundman, Michael ;
Monsch, Andreas U. ;
Postuma, Ronald B. ;
Ghosh, Anirvan ;
Kremer, Thomas ;
Czech, Christian ;
Gossens, Christian ;
Lindemann, Michael .
MOVEMENT DISORDERS, 2018, 33 (08) :1287-1297
[24]   Technology-Enabled Care: Integrating Multidisciplinary Care in Parkinson's Disease Through Digital Technology [J].
Luis-Martinez, Raquel ;
Monje, Mariana H. G. ;
Antonini, Angelo ;
Sanchez-Ferro, Alvaro ;
Mestre, Tiago A. .
FRONTIERS IN NEUROLOGY, 2020, 11
[25]  
Madgwick Sebastian O H, 2011, IEEE Int Conf Rehabil Robot, V2011, P5975346, DOI 10.1109/ICORR.2011.5975346
[26]   A clinical view on the development of technology-based tools in managing Parkinson's disease [J].
Maetzler, Walter ;
Klucken, Jochen ;
Horne, Malcolm .
MOVEMENT DISORDERS, 2016, 31 (09) :1263-1271
[27]   ISway: a sensitive, valid and reliable measure of postural control [J].
Mancini, Martina ;
Salarian, Arash ;
Carlson-Kuhta, Patricia ;
Zampieri, Cris ;
King, Laurie ;
Chiari, Lorenzo ;
Horak, Fay B. .
JOURNAL OF NEUROENGINEERING AND REHABILITATION, 2012, 9
[28]   Smartphone App-Based Assessment of Gait During Normal and Dual-Task Walking: Demonstration of Validity and Reliability [J].
Manor, Brad ;
Yu, Wanting ;
Zhu, Hao ;
Harrison, Rachel ;
Lo, On-Yee ;
Lipsitz, Lewis ;
Travison, Thomas ;
Pascual-Leone, Alvaro ;
Zhou, Junhong .
JMIR MHEALTH AND UHEALTH, 2018, 6 (01)
[29]   Analysis of four scales for global severity evaluation in Parkinson’s disease [J].
Martínez-Martín P. ;
Rojo-Abuin J.M. ;
Rodríguez-Violante M. ;
Serrano-Dueñas M. ;
Garretto N. ;
Martínez-Castrillo J.C. ;
Arillo V.C. ;
Fernández W. ;
Chaná-Cuevas P. ;
Arakaki T. ;
Alvarez M. ;
Ibañez I.P. ;
Rodríguez-Blázquez C. ;
Chaudhuri K.R. ;
Merello M. .
npj Parkinson's Disease, 2 (1)
[30]   Gait impairments in Parkinson's disease [J].
Mirelman, Anat ;
Bonato, Paolo ;
Camicioli, Richard ;
Ellis, Terry D. ;
Giladi, Nir ;
Hamilton, Jamie L. ;
Hass, Chris J. ;
Hausdorff, Jeffrey M. ;
Pelosin, Elisa ;
Almeida, Quincy J. .
LANCET NEUROLOGY, 2019, 18 (07) :697-708