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Updated: Mar 10, 2026

Identification of Disease-related Spatial Covariance Patterns using Neuroimaging Data
Published on: June 26, 2013
Neuroanatomical correlates of prion disease progression - a 3T longitudinal voxel-based morphometry study
Enrico De Vita1, Gerard R Ridgway2, Mark J White1
1Lysholm Department of Neuroradiology, National Hospital for Neurology and Neurosurgery, UCLH Hospitals NHS Foundation Trust, Box 65, Queen Square, London WC1N 3BG, United Kingdom; Neuroradiological Academic Unit, Department of Brain Repair and Rehabilitation, UCL Institute of Neurology, Queen Square, London WC1N 3BG, United Kingdom.
Purpose:
MRI has become an essential tool for prion disease diagnosis. However there exist only a few serial MRI studies of prion patients, and these mostly used whole brain summary measures or region of interest based approaches. We present here the first longitudinal voxel-based morphometry (VBM) study in prion disease. The aim of this study was to systematically characterise progressive atrophy in patients with prion disease and identify whether atrophy in specific brain structures correlates with clinical assessment.
Methods:
Twenty-four prion disease patients with early stage disease (3 sporadic, 2 iatrogenic, 1 variant and 18 inherited CJD) and 25 controls were examined at 3T with a T1-weighted 3D MPRAGE sequence at multiple time-points (2-6 examinations per subject, interval range 0.1-3.2 years). Longitudinal VBM provided intra-subject and inter-subject image alignment, allowing voxel-wise comparison of progressive structural change. Clinical disease progression was assessed using the MRC Prion Disease Rating Scale. Firstly, in patients, we determined the brain regions where grey and white matter volume change between baseline and final examination correlated with the corresponding change in MRC Scale score. Secondly, in the 21/24 patients with interscan interval longer than 3 months, we identified regions where annualised rates of regional volume change in patients were different from rates in age-matched controls. Given the heterogeneity of the cohort, the regions identified reflect the common features of the different prion sub-types studied.
Results:
In the patients there were multiple regions where volume loss significantly correlated with decreased MRC scale, partially overlapping with anatomical regions where yearly rates of volume loss were significantly greater than controls. The key anatomical areas involved included: the basal ganglia and thalamus, pons and medulla, the hippocampal formation and the superior parietal lobules. There were no areas demonstrating volume loss significantly higher in controls than patients or negative correlation between volume and MRC Scale score.
Conclusions:
Using 3T MRI and longitudinal VBM we have identified key anatomical regions of progressive volume loss which correlate with an established clinical disease severity index and are relevant to clinical deterioration. Localisation of the regions of progressive brain atrophy correlating most strongly with clinical decline may help to provide more targeted imaging endpoints for future clinical trials.
Insights
This study used longitudinal MRI and VBM to identify brain regions with progressive atrophy in prion disease patients. Atrophy in specific areas like the basal ganglia and hippocampus correlated with clinical decline, aiding future trial endpoints.
Area of Science:
- Neuroimaging
- Neurology
- Radiology
Background:
- Magnetic Resonance Imaging (MRI) is crucial for diagnosing prion diseases.
- Limited longitudinal MRI studies exist, often using summary measures.
- Voxel-based morphometry (VBM) offers a detailed approach to track brain changes.
Purpose of the Study:
- To conduct the first longitudinal VBM study in prion disease.
- To characterize progressive brain atrophy in prion disease patients.
- To correlate brain structure changes with clinical assessment.
Main Methods:
- 24 prion disease patients and 25 controls underwent serial 3T MRI scans.
- Longitudinal VBM analyzed progressive grey and white matter volume changes.
- Clinical progression was assessed using the MRC Prion Disease Rating Scale.
Main Results:
- Significant grey and white matter volume loss correlated with decreased MRC Scale scores.
- Key affected regions included basal ganglia, thalamus, pons, medulla, hippocampus, and superior parietal lobules.
- Rates of volume loss in patients were significantly higher than in controls in these regions.
Conclusions:
- Longitudinal VBM identified key brain regions of progressive atrophy in prion disease.
- These regions strongly correlate with clinical disease severity and deterioration.
- Identifying these areas can inform targeted imaging endpoints for future clinical trials.

