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Factors affecting postural instability after more than one-year bilateral subthalamic stimulation in Parkinson’s disease: A cross-sectional study

BACKGROUND: Balance impairment in Parkinson’s disease is multifactorial and its changes due to subthalamic stimulation vary in different studies. OBJECTIVE: We aimed to analyze the combination of predictive clinical factors of balance impairment in patients with Parkinson’s disease treated with bila...

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Autores principales: Kelemen, Andrea, Halász, László, Erőss, Loránd, Rudas, Gábor, Muthuraman, Muthuraman, Zádori, Dénes, Laczó, Bence, Kis, Dávid, Klivényi, Péter, Fekete, Gábor, Bognár, László, Bereczki, Dániel, Tamás, Gertrúd
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8865658/
https://www.ncbi.nlm.nih.gov/pubmed/35196348
http://dx.doi.org/10.1371/journal.pone.0264114
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author Kelemen, Andrea
Halász, László
Erőss, Loránd
Rudas, Gábor
Muthuraman, Muthuraman
Zádori, Dénes
Laczó, Bence
Kis, Dávid
Klivényi, Péter
Fekete, Gábor
Bognár, László
Bereczki, Dániel
Tamás, Gertrúd
author_facet Kelemen, Andrea
Halász, László
Erőss, Loránd
Rudas, Gábor
Muthuraman, Muthuraman
Zádori, Dénes
Laczó, Bence
Kis, Dávid
Klivényi, Péter
Fekete, Gábor
Bognár, László
Bereczki, Dániel
Tamás, Gertrúd
author_sort Kelemen, Andrea
collection PubMed
description BACKGROUND: Balance impairment in Parkinson’s disease is multifactorial and its changes due to subthalamic stimulation vary in different studies. OBJECTIVE: We aimed to analyze the combination of predictive clinical factors of balance impairment in patients with Parkinson’s disease treated with bilateral subthalamic stimulation for at least one year. METHODS: We recruited 24 patients with Parkinson’s disease treated with bilateral subthalamic stimulation and 24 healthy controls. They wore an Opal monitor (APDM Inc.) consisting of three-dimensional gyroscopes and accelerometers in the lumbar region. We investigated four stimulation conditions (bilateral stimulation OFF, bilateral stimulation ON, and unilateral right- and left-sided stimulation ON) with four tests: stance on a plain ground with eyes open and closed, stance on a foam platform with eyes open and closed. Age, disease duration, the time elapsed after implantation, levodopa, and stimulation responsiveness were analyzed. The distance of stimulation location from the subthalamic motor center was calculated individually in each plane of the three dimensions. We analyzed the sway values in the four stimulation conditions in the patient group and compared them with the control values. We explored factor combinations (with age as confounder) in the patient group predictive for imbalance with cluster analysis and a machine‐learning‐based multiple regression method. RESULTS: Sway combined from the four tasks did not differ in the patients and controls on a group level. The combination of the disease duration, the preoperative levodopa responsiveness, and the stimulation responsiveness predicted individual stimulation-induced static imbalance. The more affected patients had more severe motor symptoms; primarily, the proprioceptive followed by visual sensory feedback loss provoked imbalance in them when switching on the stimulation. CONCLUSIONS: The duration of the disease, the severity of motor symptoms, the levodopa responsiveness, and additional sensory deficits should be carefully considered during preoperative evaluation to predict subthalamic stimulation-induced imbalance in Parkinson’s disease.
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spelling pubmed-88656582022-02-24 Factors affecting postural instability after more than one-year bilateral subthalamic stimulation in Parkinson’s disease: A cross-sectional study Kelemen, Andrea Halász, László Erőss, Loránd Rudas, Gábor Muthuraman, Muthuraman Zádori, Dénes Laczó, Bence Kis, Dávid Klivényi, Péter Fekete, Gábor Bognár, László Bereczki, Dániel Tamás, Gertrúd PLoS One Research Article BACKGROUND: Balance impairment in Parkinson’s disease is multifactorial and its changes due to subthalamic stimulation vary in different studies. OBJECTIVE: We aimed to analyze the combination of predictive clinical factors of balance impairment in patients with Parkinson’s disease treated with bilateral subthalamic stimulation for at least one year. METHODS: We recruited 24 patients with Parkinson’s disease treated with bilateral subthalamic stimulation and 24 healthy controls. They wore an Opal monitor (APDM Inc.) consisting of three-dimensional gyroscopes and accelerometers in the lumbar region. We investigated four stimulation conditions (bilateral stimulation OFF, bilateral stimulation ON, and unilateral right- and left-sided stimulation ON) with four tests: stance on a plain ground with eyes open and closed, stance on a foam platform with eyes open and closed. Age, disease duration, the time elapsed after implantation, levodopa, and stimulation responsiveness were analyzed. The distance of stimulation location from the subthalamic motor center was calculated individually in each plane of the three dimensions. We analyzed the sway values in the four stimulation conditions in the patient group and compared them with the control values. We explored factor combinations (with age as confounder) in the patient group predictive for imbalance with cluster analysis and a machine‐learning‐based multiple regression method. RESULTS: Sway combined from the four tasks did not differ in the patients and controls on a group level. The combination of the disease duration, the preoperative levodopa responsiveness, and the stimulation responsiveness predicted individual stimulation-induced static imbalance. The more affected patients had more severe motor symptoms; primarily, the proprioceptive followed by visual sensory feedback loss provoked imbalance in them when switching on the stimulation. CONCLUSIONS: The duration of the disease, the severity of motor symptoms, the levodopa responsiveness, and additional sensory deficits should be carefully considered during preoperative evaluation to predict subthalamic stimulation-induced imbalance in Parkinson’s disease. Public Library of Science 2022-02-23 /pmc/articles/PMC8865658/ /pubmed/35196348 http://dx.doi.org/10.1371/journal.pone.0264114 Text en © 2022 Kelemen et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://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
Kelemen, Andrea
Halász, László
Erőss, Loránd
Rudas, Gábor
Muthuraman, Muthuraman
Zádori, Dénes
Laczó, Bence
Kis, Dávid
Klivényi, Péter
Fekete, Gábor
Bognár, László
Bereczki, Dániel
Tamás, Gertrúd
Factors affecting postural instability after more than one-year bilateral subthalamic stimulation in Parkinson’s disease: A cross-sectional study
title Factors affecting postural instability after more than one-year bilateral subthalamic stimulation in Parkinson’s disease: A cross-sectional study
title_full Factors affecting postural instability after more than one-year bilateral subthalamic stimulation in Parkinson’s disease: A cross-sectional study
title_fullStr Factors affecting postural instability after more than one-year bilateral subthalamic stimulation in Parkinson’s disease: A cross-sectional study
title_full_unstemmed Factors affecting postural instability after more than one-year bilateral subthalamic stimulation in Parkinson’s disease: A cross-sectional study
title_short Factors affecting postural instability after more than one-year bilateral subthalamic stimulation in Parkinson’s disease: A cross-sectional study
title_sort factors affecting postural instability after more than one-year bilateral subthalamic stimulation in parkinson’s disease: a cross-sectional study
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8865658/
https://www.ncbi.nlm.nih.gov/pubmed/35196348
http://dx.doi.org/10.1371/journal.pone.0264114
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