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Updated: Feb 4, 2026

Co-analysis of Brain Structure and Function using fMRI and Diffusion-weighted Imaging
Published on: November 8, 2012
Is impaired information processing speed a matter of structural or functional damage in MS?
K A Meijer1, Q van Geest1, A J C Eijlers1
1Department of Anatomy and Neurosciences, MS Centres Amsterdam, Amsterdam Neuroscience, VU University Medical Center, Amsterdam, The Netherlands.
Structural brain damage significantly impacts information processing speed (IPS) in multiple sclerosis (MS) more than functional changes. Integrating both reveals a stepwise decline in IPS, with severe damage in both areas leading to the worst cognitive performance.
Area of Science:
- Neuroscience
- Neurology
- Medical Imaging
Background:
- Cognitive deficits, particularly in information processing speed (IPS), are prevalent in multiple sclerosis (MS).
- The neurobiological underpinnings of these IPS deficits in MS remain incompletely understood.
- Understanding these mechanisms is crucial for developing targeted interventions.
Purpose of the Study:
- To investigate the relationship between structural and functional brain changes and IPS performance in MS patients.
- To differentiate the impact of structural versus functional alterations on IPS.
- To explore the combined effect of structural and functional damage on IPS.
Main Methods:
- Information processing speed (IPS) was assessed using the Symbol Digit Modalities Test (SDMT) in 330 MS patients and 96 controls.
- Structural brain integrity was evaluated using volumetric measures and diffusion tensor imaging (DTI).
- Functional connectivity changes were assessed using resting-state functional magnetic resonance imaging (fMRI).
Main Results:
- Patients with IPS impairment exhibited reduced deep gray matter volume and white matter integrity, alongside increased functional connectivity, compared to those with preserved IPS.
- Predominantly structural damage was associated with worse IPS performance (z = -1.49) than predominantly functional changes (z = -0.84).
- Severe combined structural and functional damage correlated with the most significant IPS deficits (z = -1.95).
Conclusions:
- Structural brain damage is a stronger predictor of IPS performance in MS than functional changes alone.
- Integrating both structural and functional data reveals a more nuanced, stepwise decline in IPS.
- Within similar levels of structural damage, greater functional alterations exacerbate IPS deficits in MS patients.
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