Related Experiment Video
Updated: Jul 20, 2025

Comprehensive Autopsy Program for Individuals with Multiple Sclerosis
Published on: July 19, 2019
Multiple sclerosis lesions that impair memory map to a connected memory circuit
Isaiah Kletenik1,2,3,4, Alexander L Cohen5,6,7,8, Bonnie I Glanz9
1Division of Cognitive and Behavioral Neurology, Brigham and Women's Hospital, 60 Fenwood Road, 9016H, Boston, MA, 02115, USA. ikletenik@bwh.harvard.edu.
Background:
Nearly 1 million Americans are living with multiple sclerosis (MS) and 30-50% will experience memory dysfunction. It remains unclear whether this memory dysfunction is due to overall white matter lesion burden or damage to specific neuroanatomical structures. Here we test if MS memory dysfunction is associated with white matter lesions to a specific brain circuit.
Methods:
We performed a cross-sectional analysis of standard structural images and verbal memory scores as assessed by immediate recall trials from 431 patients with MS (mean age 49.2 years, 71.9% female) enrolled at a large, academic referral center. White matter lesion locations from each patient were mapped using a validated algorithm. First, we tested for associations between memory dysfunction and total MS lesion volume. Second, we tested for associations between memory dysfunction and lesion intersection with an a priori memory circuit derived from stroke lesions. Third, we performed mediation analyses to determine which variable was most associated with memory dysfunction. Finally, we performed a data-driven analysis to derive de-novo brain circuits for MS memory dysfunction using both functional (n = 1000) and structural (n = 178) connectomes.
Results:
Both total lesion volume (r = 0.31, p < 0.001) and lesion damage to our a priori memory circuit (r = 0.34, p < 0.001) were associated with memory dysfunction. However, lesion damage to the memory circuit fully mediated the association of lesion volume with memory performance. Our data-driven analysis identified multiple connections associated with memory dysfunction, including peaks in the hippocampus (T = 6.05, family-wise error p = 0.000008), parahippocampus, fornix and cingulate. Finally, the overall topography of our data-driven MS memory circuit matched our a priori stroke-derived memory circuit.
Conclusions:
Lesion locations associated with memory dysfunction in MS map onto a specific brain circuit centered on the hippocampus. Lesion damage to this circuit fully mediated associations between lesion volume and memory. A circuit-based approach to mapping MS symptoms based on lesions visible on standard structural imaging may prove useful for localization and prognosis of higher order deficits in MS.
Insights
Memory dysfunction in multiple sclerosis (MS) is linked to white matter lesions in a specific brain circuit, not just overall lesion burden. Damage to this memory circuit fully explains the relationship between lesion volume and memory impairment.
Area of Science:
- Neuroscience
- Neurology
- Medical Imaging
Background:
- Multiple sclerosis (MS) affects nearly 1 million Americans, with 30-50% experiencing memory dysfunction.
- The neuroanatomical basis of MS-related memory dysfunction remains unclear, with debate on whether it stems from overall white matter lesion load or specific structural damage.
Purpose of the Study:
- To investigate the association between white matter lesions in specific neuroanatomical circuits and memory dysfunction in patients with MS.
- To determine if MS memory dysfunction is linked to a particular brain circuit rather than diffuse white matter damage.
Main Methods:
- Cross-sectional analysis of structural MRI and verbal memory scores from 431 MS patients.
- Mapping white matter lesion locations using a validated algorithm.
- Testing associations between memory dysfunction and total lesion volume, and lesion intersection with a predefined memory circuit.
- Utilizing mediation analyses and data-driven analyses with functional and structural connectomes to identify MS memory circuits.
Main Results:
- Both total lesion volume and lesion damage within a predefined memory circuit correlated with memory dysfunction.
- Damage to the memory circuit fully mediated the relationship between total lesion volume and memory performance.
- Data-driven analysis identified key brain regions, including the hippocampus, parahippocampus, fornix, and cingulate, associated with memory dysfunction, aligning with the predefined circuit.
Conclusions:
- MS-related memory dysfunction is associated with white matter lesions within a specific brain circuit centered on the hippocampus.
- Damage to this hippocampal-centered circuit fully explains the impact of overall lesion volume on memory.
- A circuit-based approach using standard MRI may aid in localizing and predicting higher-order cognitive deficits in MS.
Related Concept Videos
Role of Neurotransmitters in Memory
Glutamate and Synaptic Plasticity
Glutamate, the brain's main excitatory neurotransmitter, is...
Long-term Potentiation
Hebbian LTP
LTP can occur when...
Disorders of the Nervous Tissue
Homeostatic Imbalances:
Alzheimer's disease manifests as a gradual decline in memory and cognitive abilities, attributed to the buildup of amyloid plaques and neurofibrillary tangles in the brain.
Parkinson's disease arises from the...
Storage
Higher Mental Functions of Brain: Learning and Memory
Role of Hippocampus in Memory

