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Digitized Spiral Drawing: A Possible Biomarker for Early Parkinson’s Disease

INTRODUCTION: Pre-clinical markers of Parkinson’s Disease (PD) are needed, and to be relevant in pre-clinical disease, they should be quantifiably abnormal in early disease as well. Handwriting is impaired early in PD and can be evaluated using computerized analysis of drawn spirals, capturing kinem...

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Autores principales: San Luciano, Marta, Wang, Cuiling, Ortega, Roberto A., Yu, Qiping, Boschung, Sarah, Soto-Valencia, Jeannie, Bressman, Susan B., Lipton, Richard B., Pullman, Seth, Saunders-Pullman, Rachel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5061372/
https://www.ncbi.nlm.nih.gov/pubmed/27732597
http://dx.doi.org/10.1371/journal.pone.0162799
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author San Luciano, Marta
Wang, Cuiling
Ortega, Roberto A.
Yu, Qiping
Boschung, Sarah
Soto-Valencia, Jeannie
Bressman, Susan B.
Lipton, Richard B.
Pullman, Seth
Saunders-Pullman, Rachel
author_facet San Luciano, Marta
Wang, Cuiling
Ortega, Roberto A.
Yu, Qiping
Boschung, Sarah
Soto-Valencia, Jeannie
Bressman, Susan B.
Lipton, Richard B.
Pullman, Seth
Saunders-Pullman, Rachel
author_sort San Luciano, Marta
collection PubMed
description INTRODUCTION: Pre-clinical markers of Parkinson’s Disease (PD) are needed, and to be relevant in pre-clinical disease, they should be quantifiably abnormal in early disease as well. Handwriting is impaired early in PD and can be evaluated using computerized analysis of drawn spirals, capturing kinematic, dynamic, and spatial abnormalities and calculating indices that quantify motor performance and disability. Digitized spiral drawing correlates with motor scores and may be more sensitive in detecting early changes than subjective ratings. However, whether changes in spiral drawing are abnormal compared with controls and whether changes are detected in early PD are unknown. METHODS: 138 PD subjects (50 with early PD) and 150 controls drew spirals on a digitizing tablet, generating x, y, z (pressure) data-coordinates and time. Derived indices corresponded to overall spiral execution (severity), shape and kinematic irregularity (second order smoothness, first order zero-crossing), tightness, mean speed and variability of spiral width. Linear mixed effect adjusted models comparing these indices and cross-validation were performed. Receiver operating characteristic analysis was applied to examine discriminative validity of combined indices. RESULTS: All indices were significantly different between PD cases and controls, except for zero-crossing. A model using all indices had high discriminative validity (sensitivity = 0.86, specificity = 0.81). Discriminative validity was maintained in patients with early PD. CONCLUSION: Spiral analysis accurately discriminates subjects with PD and early PD from controls supporting a role as a promising quantitative biomarker. Further assessment is needed to determine whether spiral changes are PD specific compared with other disorders and if present in pre-clinical PD.
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spelling pubmed-50613722016-10-27 Digitized Spiral Drawing: A Possible Biomarker for Early Parkinson’s Disease San Luciano, Marta Wang, Cuiling Ortega, Roberto A. Yu, Qiping Boschung, Sarah Soto-Valencia, Jeannie Bressman, Susan B. Lipton, Richard B. Pullman, Seth Saunders-Pullman, Rachel PLoS One Research Article INTRODUCTION: Pre-clinical markers of Parkinson’s Disease (PD) are needed, and to be relevant in pre-clinical disease, they should be quantifiably abnormal in early disease as well. Handwriting is impaired early in PD and can be evaluated using computerized analysis of drawn spirals, capturing kinematic, dynamic, and spatial abnormalities and calculating indices that quantify motor performance and disability. Digitized spiral drawing correlates with motor scores and may be more sensitive in detecting early changes than subjective ratings. However, whether changes in spiral drawing are abnormal compared with controls and whether changes are detected in early PD are unknown. METHODS: 138 PD subjects (50 with early PD) and 150 controls drew spirals on a digitizing tablet, generating x, y, z (pressure) data-coordinates and time. Derived indices corresponded to overall spiral execution (severity), shape and kinematic irregularity (second order smoothness, first order zero-crossing), tightness, mean speed and variability of spiral width. Linear mixed effect adjusted models comparing these indices and cross-validation were performed. Receiver operating characteristic analysis was applied to examine discriminative validity of combined indices. RESULTS: All indices were significantly different between PD cases and controls, except for zero-crossing. A model using all indices had high discriminative validity (sensitivity = 0.86, specificity = 0.81). Discriminative validity was maintained in patients with early PD. CONCLUSION: Spiral analysis accurately discriminates subjects with PD and early PD from controls supporting a role as a promising quantitative biomarker. Further assessment is needed to determine whether spiral changes are PD specific compared with other disorders and if present in pre-clinical PD. Public Library of Science 2016-10-12 /pmc/articles/PMC5061372/ /pubmed/27732597 http://dx.doi.org/10.1371/journal.pone.0162799 Text en © 2016 San Luciano et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
San Luciano, Marta
Wang, Cuiling
Ortega, Roberto A.
Yu, Qiping
Boschung, Sarah
Soto-Valencia, Jeannie
Bressman, Susan B.
Lipton, Richard B.
Pullman, Seth
Saunders-Pullman, Rachel
Digitized Spiral Drawing: A Possible Biomarker for Early Parkinson’s Disease
title Digitized Spiral Drawing: A Possible Biomarker for Early Parkinson’s Disease
title_full Digitized Spiral Drawing: A Possible Biomarker for Early Parkinson’s Disease
title_fullStr Digitized Spiral Drawing: A Possible Biomarker for Early Parkinson’s Disease
title_full_unstemmed Digitized Spiral Drawing: A Possible Biomarker for Early Parkinson’s Disease
title_short Digitized Spiral Drawing: A Possible Biomarker for Early Parkinson’s Disease
title_sort digitized spiral drawing: a possible biomarker for early parkinson’s disease
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5061372/
https://www.ncbi.nlm.nih.gov/pubmed/27732597
http://dx.doi.org/10.1371/journal.pone.0162799
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