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Identification of Disease-related Spatial Covariance Patterns using Neuroimaging Data
Published on: June 26, 2013
Perifocal Edema in Patients with Meningioma is Associated with Impaired Whole-Brain Connectivity as Detected by
V M Stoecklein1,2, S Wunderlich3, B Papazov3
1From the Department of Neurosurgery (V.M.S., N.T., M.S., J.-C.T., C.S.) veit.stoecklein@med.uni-muenchen.de.
Background And Purpose:
Meningiomas are intracranial tumors that usually carry a benign prognosis. Some meningiomas cause perifocal edema. Resting-state fMRI can be used to assess whole-brain functional connectivity, which can serve as a marker for disease severity. Here, we investigated whether the presence of perifocal edema in preoperative patients with meningiomas leads to impaired functional connectivity and if these changes are associated with cognitive function.
Materials And Methods:
Patients with suspected meningiomas were prospectively included, and resting-state fMRI scans were obtained. Impairment of functional connectivity was quantified on a whole-brain level using our recently published resting-state fMRI-based marker, called the dysconnectivity index. Using uni- and multivariate regression models, we investigated the association of the dysconnectivity index with edema and tumor volume as well as cognitive test scores.
Results:
Twenty-nine patients were included. In a multivariate regression analysis, there was a highly significant association of dysconnectivity index values and edema volume in the total sample and in a subsample of 14 patients with edema, when accounting for potential confounders like age and temporal SNR. There was no statistically significant association with tumor volume. Better neurocognitive performance was strongly associated with lower dysconnectivity index values.
Conclusions:
Resting-state fMRI showed a significant association between impaired functional connectivity and perifocal edema, but not tumor volume, in patients with meningiomas. We demonstrated that better neurocognitive function was associated with less impairment of functional connectivity. This result shows that our resting-state fMRI marker indicates a detrimental influence of peritumoral brain edema on global functional connectivity in patients with meningiomas.
Insights
Perifocal edema in meningiomas impairs brain functional connectivity, as shown by resting-state fMRI. This dysconnectivity is linked to poorer cognitive function, highlighting edema
Area of Science:
- Neuroimaging
- Neurosurgery
- Neurology
Background:
- Meningiomas are typically benign intracranial tumors.
- Perifocal edema can accompany meningiomas, potentially impacting brain function.
- Resting-state functional magnetic resonance imaging (fMRI) assesses whole-brain functional connectivity.
Purpose of the Study:
- To investigate if perifocal edema in meningioma patients impairs functional connectivity.
- To determine if impaired functional connectivity correlates with cognitive deficits.
- To evaluate resting-state fMRI as a marker for disease severity in meningioma patients.
Main Methods:
- Prospective inclusion of patients with suspected meningiomas.
- Acquisition of resting-state fMRI scans.
- Quantification of functional connectivity impairment using a dysconnectivity index.
- Association analysis of the dysconnectivity index with edema volume, tumor volume, and cognitive scores using regression models.
Main Results:
- A significant association was found between the dysconnectivity index and edema volume in meningioma patients.
- No significant association was observed between the dysconnectivity index and tumor volume.
- Lower dysconnectivity index values correlated with better neurocognitive performance.
Conclusions:
- Resting-state fMRI reveals impaired functional connectivity associated with perifocal edema in meningiomas, not tumor volume.
- Reduced functional connectivity impairment correlates with better cognitive function.
- The dysconnectivity index serves as a sensitive marker for the detrimental effects of peritumoral edema on brain connectivity.
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