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Assessment of Intravoxel Incoherent Motion Diffusion-Weighted Imaging in Insomnia.
Wenjie Tang1, Asta Debora1, Shouliang Miao1
1Department of Radiology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China.
Intravoxel incoherent motion imaging effectively differentiates insomnia patients from controls. Cerebral microcirculation influences the relationship between poor sleep quality and glymphatic system dysfunction.
Area of Science:
- Neuroimaging
- Sleep Medicine
- Diffusion MRI
Background:
- Insomnia disorder is prevalent, yet its underlying pathophysiology remains incompletely understood.
- Intravoxel incoherent motion (IVIM) imaging offers insights into tissue microcirculation and microstructure.
- Few studies have utilized IVIM imaging to investigate insomnia.
Purpose of the Study:
- To assess the diagnostic performance of IVIM diffusion-weighted imaging in distinguishing insomnia disorder patients from healthy controls.
- To explore the interplay between sleep quality, cerebral microcirculation, and glymphatic system function in insomnia.
Main Methods:
- Recruited 42 insomnia patients and 42 healthy controls.
- Acquired MRI data, including measurements of enlarged perivascular spaces (reflecting glymphatic function).
- Calculated IVIM parameters (pure diffusion coefficient, pseudo-diffusion coefficient, perfusion fraction) and performed correlation and mediation analyses.
Main Results:
- Significant differences in perfusion parameters (D* and f) were observed in multiple brain regions between groups.
- An SVM classifier using IVIM parameters achieved high diagnostic accuracy (AUC = 0.92).
- IVIM parameter D* in the thalamus mediated the association between sleep quality and enlarged perivascular spaces.
Conclusions:
- IVIM imaging demonstrates potential as a valuable tool for classifying insomnia disorder.
- Cerebral microcirculation plays a mediating role in the relationship between insomnia and impaired glymphatic system function.
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