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Spiral drawing during self-rated dyskinesia is more impaired than during self-rated off
Högskolan Dalarna, Akademin Industri och samhälle, Datateknik.ORCID-id: 0000-0002-2372-4226
Högskolan Dalarna, Akademin Industri och samhälle, Datateknik.ORCID-id: 0000-0003-0403-338X
Department of Neuroscience, Neurology, Uppsala University, Uppsala, Sweden.
2013 (Engelska)Ingår i: Parkinsonism & Related Disorders, ISSN 1353-8020, E-ISSN 1873-5126, Vol. 19, nr 5, s. 553-556Artikel i tidskrift (Refereegranskat) Published
Abstract [en]

Objective. The purpose of this study was to examine repeated measures of fine motor function in relation to self-assessed motor conditions in Parkinson's disease (PD).

Methods. One-hundred PD patients, 65 with advanced PD and 35 patients with different disease stages have utilized a test battery in a telemedicine setting. On each test occasion, they initially self-assessed their motor condition (from ‘very off’ to ‘very dyskinetic’) and then performed a set of fine motor tests (tapping and spiral drawings).

Results. The motor tests scores were found to be the best during self-rated On. Self-rated dyskinesias caused more impaired spiral drawing performance (mean = 9.8% worse, P < 0.001) but at the same time tapping speed was faster (mean = 5.0% increase, P < 0.001), compared to scores in self-rated Off.

Conclusions. The fine motor tests of the test battery capture different symptoms; the spiral impairment primarily relates to dyskinesias whereas the tapping speed captures the Off symptoms.

Ort, förlag, år, upplaga, sidor
Elsevier, 2013. Vol. 19, nr 5, s. 553-556
Nyckelord [en]
Spiral drawing;Dyskinesia; Tapping; Bradykinesia; Self-assessment; Telemedicine
Nationell ämneskategori
Data- och informationsvetenskap
Forskningsämne
Komplexa system - mikrodataanalys, E-MOTIONS, Beslutsstöd för Parkinsonbehandling
Identifikatorer
URN: urn:nbn:se:du-11827DOI: 10.1016/j.parkreldis.2013.01.011ISI: 000317455800010PubMedID: 23402993OAI: oai:DiVA.org:du-11827DiVA, id: diva2:604997
Tillgänglig från: 2013-02-12 Skapad: 2013-02-12 Senast uppdaterad: 2020-01-23Bibliografiskt granskad
Ingår i avhandling
1. Mobile systems for monitoring Parkinson's disease
Öppna denna publikation i ny flik eller fönster >>Mobile systems for monitoring Parkinson's disease
2014 (Engelska)Doktorsavhandling, sammanläggning (Övrigt vetenskapligt)
Abstract [en]

A challenge for the clinical management of Parkinson's disease (PD) is the large within- and between-patient variability in symptom profiles as well as the emergence of motor complications which represent a significant source of disability in patients. This thesis deals with the development and evaluation of methods and systems for supporting the management of PD by using repeated measures, consisting of subjective assessments of symptoms and objective assessments of motor function through fine motor tests (spirography and tapping), collected by means of a telemetry touch screen device.

One aim of the thesis was to develop methods for objective quantification and analysis of the severity of motor impairments being represented in spiral drawings and tapping results. This was accomplished by first quantifying the digitized movement data with time series analysis and then using them in data-driven modelling for automating the process of assessment of symptom severity. The objective measures were then analysed with respect to subjective assessments of motor conditions. Another aim was to develop a method for providing comparable information content as clinical rating scales by combining subjective and objective measures into composite scores, using time series analysis and data-driven methods. The scores represent six symptom dimensions and an overall test score for reflecting the global health condition of the patient. In addition, the thesis presents the development of a web-based system for providing a visual representation of symptoms over time allowing clinicians to remotely monitor the symptom profiles of their patients. The quality of the methods was assessed by reporting different metrics of validity, reliability and sensitivity to treatment interventions and natural PD progression over time.

Results from two studies demonstrated that the methods developed for the fine motor tests had good metrics indicating that they are appropriate to quantitatively and objectively assess the severity of motor impairments of PD patients. The fine motor tests captured different symptoms; spiral drawing impairment and tapping accuracy related to dyskinesias (involuntary movements) whereas tapping speed related to bradykinesia (slowness of movements). A longitudinal data analysis indicated that the six symptom dimensions and the overall test score contained important elements of information of the clinical scales and can be used to measure effects of PD treatment interventions and disease progression. A usability evaluation of the web-based system showed that the information presented in the system was comparable to qualitative clinical observations and the system was recognized as a tool that will assist in the management of patients.

Ort, förlag, år, upplaga, sidor
Örebro: Örebro University, 2014. s. 87
Serie
Örebro Studies in Technology, ISSN 1650-8580 ; 57
Nyckelord
automatic assessments, data visualization, data-driven modelling, home assessments, information technology, mobile computing, objective measures, Parkinson’s disease, quantitative assessments, remote monitoring, spirography, symptom severity, tapping tests, telemedicine, telemetry, time series analysis, web technology.
Nationell ämneskategori
Datorsystem
Forskningsämne
Komplexa system - mikrodataanalys, PAULINA - Uppföljning av Parkinsonsymptom från hemmet
Identifikatorer
urn:nbn:se:du-13797 (URN)978-91-7668-988-2 (ISBN)
Disputation
2014-02-14, Clas Ohlsonsalen, Tenoren, Skomakargatan 1, Borlänge, 13:00 (Engelska)
Opponent
Handledare
Tillgänglig från: 2014-02-13 Skapad: 2014-02-12 Senast uppdaterad: 2020-01-23Bibliografiskt granskad

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