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Altered brain function in persistent postural perceptual dizziness: A study on resting state functional connectivity
- Source :
- Hum Brain Mapp
- Publication Year :
- 2018
- Publisher :
- Wiley, 2018.
-
Abstract
- This study used resting state functional magnetic resonance imaging (rsfMRI) to investigate whole brain networks in patients with persistent postural perceptual dizziness (PPPD). We compared rsfMRI data from 38 patients with PPPD and 38 healthy controls using whole brain and region of interest analyses. We examined correlations among connectivity and clinical variables and tested the ability of a machine learning algorithm to classify subjects using rsfMRI results. Patients with PPPD showed: (a) increased connectivity of subcallosal cortex with left superior lateral occipital cortex and left middle frontal gyrus, (b) decreased connectivity of left hippocampus with bilateral central opercular cortices, left posterior opercular cortex, right insular cortex and cerebellum, and (c) decreased connectivity between right nucleus accumbens and anterior left temporal fusiform cortex. After controlling for anxiety and depression as covariates, patients with PPPD still showed decreased connectivity between left hippocampus and right inferior frontal gyrus, bilateral temporal lobes, bilateral insular cortices, bilateral central opercular cortex, left parietal opercular cortex, bilateral occipital lobes and cerebellum (bilateral lobules VI and V, and left I–IV). Dizziness handicap, anxiety, and depression correlated with connectivity in clinically meaningful brain regions. The machine learning algorithm correctly classified patients and controls with a sensitivity of 78.4%, specificity of 76.9%, and area under the curve = 0.88 using 11 connectivity parameters. Patients with PPPD showed reduced connectivity among the areas involved in multisensory vestibular processing and spatial cognition, but increased connectivity in networks linking visual and emotional processing. Connectivity patterns may become an imaging biomarker of PPPD.
- Subjects :
- Male
Cerebellum
Support Vector Machine
Rest
Comorbidity
Dizziness
050105 experimental psychology
Disability Evaluation
03 medical and health sciences
0302 clinical medicine
Region of interest
Cortex (anatomy)
Vertigo
Chronic subjective dizziness
Neural Pathways
medicine
Humans
0501 psychology and cognitive sciences
Radiology, Nuclear Medicine and imaging
music
Research Articles
Vestibular system
Brain Mapping
music.instrument
Radiological and Ultrasound Technology
biology
Resting state fMRI
business.industry
Mental Disorders
05 social sciences
Brain
Spatial cognition
Middle Aged
biology.organism_classification
Magnetic Resonance Imaging
medicine.anatomical_structure
ROC Curve
Neurology
Area Under Curve
Female
Neurology (clinical)
Anatomy
business
Neuroscience
030217 neurology & neurosurgery
Subjects
Details
- ISSN :
- 10659471
- Volume :
- 39
- Database :
- OpenAIRE
- Journal :
- Human Brain Mapping
- Accession number :
- edsair.doi.dedup.....84824009b6353721c3f5b139f03f71d2
- Full Text :
- https://doi.org/10.1002/hbm.24080