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Spatial functional reorganizations can serve as potential biomarkers of post facial palsy synkinesis.
- Source :
-
Cerebral cortex (New York, N.Y. : 1991) [Cereb Cortex] 2024 May 02; Vol. 34 (5). - Publication Year :
- 2024
-
Abstract
- Facial palsy can result in a serious complication known as facial synkinesis, causing both physical and psychological harm to the patients. There is growing evidence that patients with facial synkinesis have brain abnormalities, but the brain mechanisms and underlying imaging biomarkers remain unclear. Here, we employed functional magnetic resonance imaging (fMRI) to investigate brain function in 31 unilateral post facial palsy synkinesis patients and 25 healthy controls during different facial expression movements and at rest. Combining surface-based mass-univariate analysis and multivariate pattern analysis, we identified diffused activation and intrinsic connection patterns in the primary motor cortex and the somatosensory cortex on the patient's affected side. Further, we classified post facial palsy synkinesis patients from healthy subjects with favorable accuracy using the support vector machine based on both task-related and resting-state functional magnetic resonance imaging data. Together, these findings indicate the potential of the identified functional reorganizations to serve as neuroimaging biomarkers for facial synkinesis diagnosis.<br /> (© The Author(s) 2024. Published by Oxford University Press. All rights reserved. For permissions, please e-mail: journals.permissions@oup.com.)
- Subjects :
- Humans
Male
Female
Adult
Middle Aged
Young Adult
Facial Expression
Biomarkers
Motor Cortex physiopathology
Motor Cortex diagnostic imaging
Brain Mapping
Somatosensory Cortex diagnostic imaging
Somatosensory Cortex physiopathology
Brain diagnostic imaging
Brain physiopathology
Support Vector Machine
Magnetic Resonance Imaging methods
Facial Paralysis physiopathology
Facial Paralysis diagnostic imaging
Facial Paralysis complications
Synkinesis physiopathology
Subjects
Details
- Language :
- English
- ISSN :
- 1460-2199
- Volume :
- 34
- Issue :
- 5
- Database :
- MEDLINE
- Journal :
- Cerebral cortex (New York, N.Y. : 1991)
- Publication Type :
- Academic Journal
- Accession number :
- 38715407
- Full Text :
- https://doi.org/10.1093/cercor/bhae184