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Updated: Oct 10, 2026

A Standardized Pipeline for Examining Human Cerebellar Grey Matter Morphometry using Structural Magnetic Resonance Imaging
Published on: February 4, 2022
Resting-state BOLD fMRI-derived cerebrovascular reactivity for detecting crossed cerebellar diaschisis
Jie Xu1, Yi Shan1, Bixiao Cui1
1Department of Radiology and Nuclear Medicine, Xuan Wu Hospital of the Capital Medical University, Beijing, China.
Purpose:
To study cerebellar cerebrovascular reactivity (CVR) derived from resting-state (RS) blood oxygen level-dependent (BOLD) as a potential imaging biomarker for crossed cerebellar diaschisis (CCD).
Methods:
Thirty-nine patients with symptomatic unilateral cerebrovascular occlusion and eighteen age-matched healthy subjects underwent a simultaneous PET/MR scan. CCD was diagnosed as a contralateral cerebellar metabolic reduction present on 18F-FDG PET semi-quantitatively. RS BOLD-CVR maps were derived by extracting signals within specific frequency bands of RS BOLD. The cerebellar asymmetry index (CAI) calculated from RS BOLD-CVR and 18F-FDG PET data were compared using receiver operating characteristic and Bland-Altman analysis. Neurological function was determined with NIHSS and mRS.
Results:
In our cohort, CCD was diagnosed in 21 of 39 (53.8%) patients on 18F-FDG PET. CCD+ patients exhibited larger infarct volume, more severe supratentorial CVR impairment, and worse functional status than CCD- patients at admission and 3.5 years follow-up. The area under the curve for RS BOLD-CVR CAI was 0.862 (95% confidence interval: 0.747-0.978) with a cutoff value of 8.2%, achieving a sensitivity of 81.0% and a specificity of 83.3% to detect CCD. The Bland-Altman analysis showed no significant proportional bias between PET CAI and CVR CAI (P = 0.848). CVR CAI was correlated with NIHSS (ρ = 0.352, p = 0.033) and mRS (ρ = 0.360, p = 0.029) at admission after adjusted for age and infarct volume.
Conclusion:
RS BOLD-CVR demonstrates good sensitivity and specificity to detect diaschisis-related cerebellar cerebrovascular reactivity in patients with symptomatic unilateral cerebrovascular occlusion. Furthermore, participants with cerebellar CVR impairment and metabolic reduction tended to have poorer neurological function.
