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An analysis of neural activity of the human basal ganglia in dystonia: a review
Ondřej Klempíř, Radim Krupička
Language English Country Czech Republic
Document type Research Support, Non-U.S. Gov't, Review
- MeSH
- Biomarkers MeSH
- Dystonia * therapy MeSH
- Electrophysiology methods MeSH
- Electric Stimulation Therapy methods MeSH
- Deep Brain Stimulation methods MeSH
- Humans MeSH
- Microelectrodes MeSH
- Check Tag
- Humans MeSH
- Publication type
- Research Support, Non-U.S. Gov't MeSH
- Review MeSH
Deep brain stimulation of the globus pallidus internus is an effective symptomatic treatment for pharmacoresistant dystonic syndromes, where pathophysiological mechanisms of action are not yet fully understood. The aim of this review article is to provide an overview of state-of-the-art approaches for processing microelectrode recordings in dystonia; in order to define biomarkers to identify patients who will benefit from clinical deep brain stimulation. For this purpose, the essential elements of microelectrode processing are examined. Next, we investigate a real example of spike sorting processing in this field. Herein, we describe baseline elements of microrecording processing including data collection, preprocessing phase, features computation, spike detection and sorting and finally, advanced spike train data analysis. This study will help readers acquire the necessary information about these elements and their associated techniques. Thus, this study is supposed to assist during identification and proposal of interesting clinical hypotheses in the field of single unit neuronal recordings in dystonia
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- $a An analysis of neural activity of the human basal ganglia in dystonia: a review / $c Ondřej Klempíř, Radim Krupička
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- $a Deep brain stimulation of the globus pallidus internus is an effective symptomatic treatment for pharmacoresistant dystonic syndromes, where pathophysiological mechanisms of action are not yet fully understood. The aim of this review article is to provide an overview of state-of-the-art approaches for processing microelectrode recordings in dystonia; in order to define biomarkers to identify patients who will benefit from clinical deep brain stimulation. For this purpose, the essential elements of microelectrode processing are examined. Next, we investigate a real example of spike sorting processing in this field. Herein, we describe baseline elements of microrecording processing including data collection, preprocessing phase, features computation, spike detection and sorting and finally, advanced spike train data analysis. This study will help readers acquire the necessary information about these elements and their associated techniques. Thus, this study is supposed to assist during identification and proposal of interesting clinical hypotheses in the field of single unit neuronal recordings in dystonia
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- $a Přehled Keywords: electrophysiology, microrecording, spike sorting, biomarkers, neuromodulation, dystonia
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