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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...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2016
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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. |
format | Online Article Text |
id | pubmed-5061372 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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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