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      Distinguishing Different Stages of Parkinson’s Disease Using Composite Index of Speed and Pen-Pressure of Sketching a Spiral

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          Abstract

          The speed and pen-pressure while sketching a spiral are lower among Parkinson’s disease (PD) patients with higher severity of the disease. However, the correlation between these features and the severity level (SL) of PD has been reported to be 0.4. There is a need for identifying parameters with a stronger correlation for considering this for accurate diagnosis of the disease. This study has proposed the use of the Composite Index of Speed and Pen-pressure (CISP) of sketching as a feature for analyzing the severity of PD. A total of 28 control group (CG) and 27 PD patients (total 55 participants) were recruited and assessed for Unified Parkinson’s Disease Rating Scale (UPDRS). They drew guided Archimedean spiral on an A3 sheet. Speed, pen-pressure, and CISP were computed and analyzed to obtain their correlation with severity of the disease. The correlation of speed, pen-pressure, and CISP with the severity of PD was −0.415, −0.584, and −0.641, respectively. Mann–Whitney U test confirmed that CISP was suitable to distinguish between PD and CG, while non-parametric k-sample Kruskal–Wallis test confirmed that it was significantly different for PD SL-1 and PD SL-3. This shows that CISP during spiral sketching may be used to differentiate between CG and PD and between PD SL-1 and PD SL-3 but not SL-2.

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          Most cited references33

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          Parkinson's disease: clinical features and diagnosis.

          Parkinson's disease (PD) is a progressive neurological disorder characterised by a large number of motor and non-motor features that can impact on function to a variable degree. This review describes the clinical characteristics of PD with emphasis on those features that differentiate the disease from other parkinsonian disorders. A MedLine search was performed to identify studies that assess the clinical characteristics of PD. Search terms included "Parkinson's disease", "diagnosis" and "signs and symptoms". Because there is no definitive test for the diagnosis of PD, the disease must be diagnosed based on clinical criteria. Rest tremor, bradykinesia, rigidity and loss of postural reflexes are generally considered the cardinal signs of PD. The presence and specific presentation of these features are used to differentiate PD from related parkinsonian disorders. Other clinical features include secondary motor symptoms (eg, hypomimia, dysarthria, dysphagia, sialorrhoea, micrographia, shuffling gait, festination, freezing, dystonia, glabellar reflexes), non-motor symptoms (eg, autonomic dysfunction, cognitive/neurobehavioral abnormalities, sleep disorders and sensory abnormalities such as anosmia, paresthesias and pain). Absence of rest tremor, early occurrence of gait difficulty, postural instability, dementia, hallucinations, and the presence of dysautonomia, ophthalmoparesis, ataxia and other atypical features, coupled with poor or no response to levodopa, suggest diagnoses other than PD. A thorough understanding of the broad spectrum of clinical manifestations of PD is essential to the proper diagnosis of the disease. Genetic mutations or variants, neuroimaging abnormalities and other tests are potential biomarkers that may improve diagnosis and allow the identification of persons at risk.
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            Movement Disorder Society Task Force report on the Hoehn and Yahr staging scale: status and recommendations.

            The Movement Disorder Society Task Force for Rating Scales for Parkinson's disease (PD) prepared a critique of the Hoehn and Yahr scale (HY). Strengths of the HY scale include its wide utilization and acceptance. Progressively higher stages correlate with neuroimaging studies of dopaminergic loss, and high correlations exist between the HY scale and some standardized scales of motor impairment, disability, and quality of life. Weaknesses include the scale's mixing of impairment and disability and its non-linearity. Because the HY scale is weighted heavily toward postural instability as the primary index of disease severity, it does not capture completely impairments or disability from other motor features of PD and gives no information on nonmotor problems. Direct clinimetric testing of the HY scale has been very limited, but the scale fulfills at least some criteria for reliability and validity, especially for the midranges of the scale (Stages 2-4). Although a "modified HY scale" that includes 0.5 increments has been adopted widely, no clinimetric data are available on this adaptation. The Task Force recommends that: (1) the HY scale be used in its original form for demographic presentation of patient groups; (2) when the HY scale is used for group description, medians and ranges should be reported and analysis of changes should use nonparametric methods; (3) in research settings, the HY scale is useful primarily for defining inclusion/exclusion criteria; (4) to retain simplicity, clinicians should "rate what you see" and therefore incorporate comorbidities when assigning a HY stage; and (5) because of the wide usage of the modified HY scale with 0.5 increments, this adaptation warrants clinimetric testing. Without such testing, however, the original five-point scales should be maintained.
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              Parkinson's disease symptoms: the patient's perspective.

              Patients suffering from Parkinson's disease (PD) will typically experience a range of motor and nonmotor symptoms during the course of their illness, each of which will affect a particular individual to varying degrees. However, patients' perceptions of troublesome symptoms often differ from the clinician's view, and these discrepancies can hamper effective management of PD. In this study, we have assessed 265 consecutive PD patients by asking them to rank their three most troublesome symptoms in the last 6 months, so to gain further insight from the impact of illness on patients' quality of life. Patients were divided into early ( /=6 years) from symptom onset. The division at 6 years was based on the mean time from symptom onset to the development of motor complications. In the early PD group, the 5 most prevalent complaints (ranked in descending order) are slowness, tremor, stiffness, pain, and loss of smell and/or taste. In the advanced PD group, fluctuating response to their medication (most common: wearing-off phenomenon followed by dyskinesia), mood changes, drooling, sleep problems (most common: middle and late night insomnia followed by daytime sleepiness), and tremor were the top 5. Our findings provide further evidence for the diversity of experience in PD and suggest that as the disease advances the most troublesome issues that patients perceive are the lack of response to medication and the nonmotor aspects of the disease, highlighting the importance of assessment and patient-centered management in the follow-up of these patients.
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                Author and article information

                Contributors
                URI : http://frontiersin.org/people/u/424836
                URI : http://frontiersin.org/people/u/14436
                URI : http://frontiersin.org/people/u/438077
                URI : http://frontiersin.org/people/u/432172
                Journal
                Front Neurol
                Front Neurol
                Front. Neurol.
                Frontiers in Neurology
                Frontiers Media S.A.
                1664-2295
                06 September 2017
                2017
                : 8
                : 435
                Affiliations
                [1] 1School of Engineering, RMIT University , Melbourne, VIC, Australia
                [2] 2Dandenong Neurology , Melbourne, VIC, Australia
                Author notes

                Edited by: Maurizio Ferrarin, Fondazione Don Carlo Gnocchi Onlus (IRCCS), Italy

                Reviewed by: Marta San Luciano, University of California, San Francisco, United States; Pedro J. Garcia-Ruiz, Hospital Universitario Fundación Jiménez Díaz, Spain

                *Correspondence: Poonam Zham, s3570515@ 123456student.rmit.edu.au

                Specialty section: This article was submitted to Movement Disorders, a section of the journal Frontiers in Neurology

                Article
                10.3389/fneur.2017.00435
                5592741
                28932206
                34f4f6bc-f579-47c4-a50b-779e0041041f
                Copyright © 2017 Zham, Kumar, Dabnichki, Poosapadi Arjunan and Raghav.

                This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

                History
                : 21 March 2017
                : 08 August 2017
                Page count
                Figures: 3, Tables: 3, Equations: 6, References: 30, Pages: 7, Words: 4448
                Categories
                Neuroscience
                Original Research

                Neurology
                parkinson’s,kinematic feature,speed,pen-pressure,dynamic handwriting features
                Neurology
                parkinson’s, kinematic feature, speed, pen-pressure, dynamic handwriting features

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