Related Experiment Video
Updated: May 16, 2026

10:10
Evaluating Tests of Cognition using a Computerized Touch-Sensitive Tablet, Eye Tracking, and Functional Magnetic Resonance Imaging
Published on: January 30, 2026
Cognitive impairment and its relation to imaging measures in multiple sclerosis: a study using a computerized
Clelia Pellicano1, Robert L Kane, Antonio Gallo
1Neuroimmunology Branch (NIB), National Institute of Neurological Disorders and Stroke (NINDS), NIH, Bethesda, MD, USA.
Summary
Cognitive impairment in multiple sclerosis (MS) is linked to both normal-appearing white matter (NAWM) and gray matter (NAGM) volumes. Protecting these brain structures may prevent cognitive decline in MS patients.
Area of Science:
- Neuroscience
- Neurology
- Radiology
Background:
- Cognitive impairment (CI) is a significant disability in multiple sclerosis (MS).
- The interplay between white matter (WM) and gray matter (GM) disease contributes to CI in MS.
- Understanding this relationship is crucial for developing effective CI management strategies.
Purpose of the Study:
- To investigate the association between the extent of normal WM and GM disease and CI in MS patients.
- To explore the relationship between specific measures of brain structure integrity and cognitive performance.
Main Methods:
- Cognitive function was assessed in 24 MS patients and 24 healthy volunteers (HVs) using the Automated Neuropsychological Assessment Metrics (ANAM) battery.
- High-field (3.0-Tesla) MRI was used to measure WM lesions, normal-appearing WM (NAWM) volume, cortical thickness (CTh), and deep GM structure volumes.
- Statistical analyses included ANCOVA and Spearman rank correlation tests.
Main Results:
- MS patients exhibited worse performance in memory, cognitive flexibility, and processing speed compared to HVs.
- Significant correlations were found between cognitive scores (memory, processing speed, global efficiency) and NAWM volume, CTh, and subcortical normal-appearing GM (NAGM) volume.
- No significant association was observed between cognitive scores and WM focal lesions.
Conclusions:
- Both NAWM and NAGM volumes are significantly associated with cognitive impairment in MS.
- These findings underscore the need for neuroprotective strategies to prevent CI development in MS.
- Developing pharmacological interventions targeting widespread neurodegeneration is essential for preserving cognitive function.

