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MRI Texture Analysis Reveals Brain Abnormalities in Medically Refractory Trigeminal Neuralgia
Hayden Danyluk1,2, Abdullah Ishaque3, Daniel Ta3
1Division of Surgical Research, Department of Surgery, University of Alberta, Edmonton, AB, Canada.
Frontiers in Neurology
|March 1, 2021
Summary
Texture analysis reveals distinct brain abnormalities in trigeminal neuralgia (TN) patients, showing differences in brainstem, insula, and cingulate regions. These structural brain changes correlate with illness duration, suggesting a role in TN development and maintenance.
Area of Science:
- Neuroimaging
- Radiology
- Neurology
Background:
- Trigeminal neuralgia (TN) studies often focus on nerve alterations, overlooking brain structural changes.
- Brain changes in TN may influence its development and treatment response, similar to other chronic pain conditions.
Purpose of the Study:
- To identify structural brain differences in classical trigeminal neuralgia (TN) patients versus healthy subjects using texture analysis.
- To investigate the relationship between identified brain abnormalities and clinical features of TN.
Main Methods:
- Prospective recruitment of 14 TN patients and 20 healthy controls.
- Acquisition of 3-Tesla T1-weighted MRI scans.
- Application of texture analysis (autocorrelation, contrast, energy) in predefined brain regions (anterior cingulate, insula, thalamus, brainstem) with voxel-wise and receiver-operator characteristic (ROC) curve analyses.
Main Results:
- Texture analysis identified significant differences in brainstem, insula, and anterior cingulate regions between TN patients and controls.
- Brainstem autocorrelation, anterior insula contrast, and anterior cingulate energy effectively differentiated TN patients from healthy subjects (AUCs 0.84-0.92).
- Anterior insula contrast showed an inverse correlation with TN duration (Spearman r = -0.73).
Conclusions:
- Texture analysis is a valuable tool for detecting structural brain abnormalities in trigeminal neuralgia (TN).
- Identified brain alterations are linked to clinical aspects of TN, such as illness duration.
- These findings highlight the role of structural brain changes in the pathophysiology of TN.
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