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Updated: Mar 3, 2026

A Standardized Pipeline for Examining Human Cerebellar Grey Matter Morphometry using Structural Magnetic Resonance Imaging
Published on: February 4, 2022
Cerebellar volume as imaging outcome in progressive multiple sclerosis
Matilde Inglese1,2,3,4, Maria Petracca1, Enricomaria Mormina1,5
1Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY, United States of America.
Cerebellar volume changes, particularly in the cortex, show promise as sensitive imaging markers for tracking disease progression in primary-progressive multiple sclerosis (PPMS). These findings support their use in clinical trials for PPMS.
Area of Science:
- Neuroimaging
- Neurology
- Clinical Trials
Background:
- Primary-progressive multiple sclerosis (PPMS) is a debilitating neurological condition.
- Identifying sensitive outcome measures for clinical trials is crucial for developing effective treatments.
Purpose of the Study:
- To evaluate cerebellar volume changes as a potential sensitive outcome measure in primary-progressive MS.
- To assess the utility of cerebellar metrics in monitoring treatment effects in clinical trials.
Main Methods:
- Longitudinal assessment of cerebellar volumes using Freesurfer in PPMS patients and controls.
- Correlation of volume changes with clinical disability worsening (EDSS, walk tests).
- Validation in an independent cohort.
Main Results:
- Significant reductions in cerebellar volume and cerebellar cortex volume observed in clinically progressed patients.
- High diagnostic accuracy (AUC 0.91-0.96) for cerebellar metrics differentiating progressors from non-progressors.
- Consistent findings across exploration and validation cohorts.
Conclusions:
- Cerebellar volume and cerebellar cortex volume are proposed as potential short-term imaging biomarkers.
- These metrics could enhance the monitoring of treatment efficacy in PPMS clinical trials.
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