ArticleBrain : a journal of neurology2018
Multiple sclerosis lesions affect intrinsic functional connectivity of the spinal cord.
Article in Brain : a journal of neurology, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 36 papers.
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Who cites it
36 citing papers in PubMed, 59 citations in OpenAlex.
- Clinical Research for the Use of 7 T Magnetic Resonance Imaging for Spinal Pathologies: a Scoping Review.Clinical neuroradiology · 2026Review
- Anti-inflammatory treatment confirms rsfMRI and TSPO PET as biomarkers of functional connectivity and neuroinflammation in rat contusion spinal cord injuries.Scientific reports · 2026Article
- Neptune: a toolbox for spinal cord functional MRI data processing and quality assurance.bioRxiv : the preprint server for biology · 2026Article
- Assessment of Chronic Multi-Electrode Spinal Cord Electrical Stimulation and Electromyography Platform in Non-Human Primates.Biomedicines · 2026Article
- Changes in functional connectivity in relapsing-remitting multiple sclerosis spinal cord measured via region-based and data-driven analyses.Imaging neuroscience (Cambridge, Mass.) · 2025Article
- EPISeg: Automated segmentation of the spinal cord on echo planar images using open-access multi-center data.Imaging neuroscience (Cambridge, Mass.) · 2025Article
- Thermal stimulus task fMRI in the cervical spinal cord at 7 Tesla.Human brain mapping · 2024Article
- The use of 7T MRI in multiple sclerosis: review and consensus statement from the North American Imaging in Multiple Sclerosis Cooperative.Brain communications · 2024Review
- Spinal cord evaluation in multiple sclerosis: clinical and radiological associations, present and future.Brain communications · 2024Review
- Reliability of task-based fMRI in the dorsal horn of the human spinal cord.Imaging neuroscience (Cambridge, Mass.) · 2024Article
- Lumbosacral spinal cord functional connectivity at rest: From feasibility to reliability.Imaging neuroscience (Cambridge, Mass.) · 2024Article
- Cervical spinal cord susceptibility-weighted MRI at 7T: Application to multiple sclerosis.NeuroImage · 2023Article
- Spinal Cord fMRI: A New Window into the Central Nervous System.The Neuroscientist : a review journal bringing neurobiology, neurology and psychiatry · 2023Review
- Detection of resting-state functional connectivity in the lumbar spinal cord with 3T MRI.Scientific reports · 2023Article
- Longitudinal multiparametric MRI of traumatic spinal cord injury in animal models.Magnetic resonance imaging · 2023Review
- Reliability of resting-state functional connectivity in the human spinal cord: Assessing the impact of distinct noise sources.NeuroImage · 2023Article
- The confound of hemodynamic response function variability in human resting-state functional MRI studies.Frontiers in neuroscience · 2023Article
- A review on multiple sclerosis prognostic findings from imaging, inflammation, and mental health studies.Frontiers in human neuroscience · 2023Review
- Preliminary Analysis of Brain Footprints in Multiple Sclerosis Females With Detrusor Sphincter Dyssynergia: A Concurrent Urodynamic and Functional Magnetic Resonance Imaging Study.International neurourology journal · 2022Article
- Advanced spinal cord MRI in multiple sclerosis: Current techniques and future directions.NeuroImage. Clinical · 2022Review
Corrections and comments
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Authors and funding
11 authors at 2 institutions in 1 country.
Funding
Abstract
Patients with multiple sclerosis present with focal lesions throughout the spinal cord. There is a clinical need for non-invasive measurements of spinal cord activity and functional organization in multiple sclerosis, given the cord's critical role in the disease. Recent reports of spontaneous blood oxygenation level-dependent fluctuations in the spinal cord using functional MRI suggest that, like the brain, cord activity at rest is organized into distinct, synchronized functional networks among grey matter regions, likely related to motor and sensory systems. Previous studies looking at stimulus-evoked activity in the spinal cord of patients with multiple sclerosis have demonstrated increased levels of activation as well as a more bilateral distribution of activity compared to controls. Functional connectivity studies of brain networks in multiple sclerosis have revealed widespread alterations, which may take on a dynamic trajectory over the course of the disease, with compensatory increases in connectivity followed by decreases associated with structural damage. We build upon this literature by examining functional connectivity in the spinal cord of patients with multiple sclerosis. Using ultra-high field 7 T imaging along with processing strategies for robust spinal cord functional MRI and lesion identification, the present study assessed functional connectivity within cervical cord grey matter of patients with relapsing-remitting multiple sclerosis (n = 22) compared to a large sample of healthy controls (n = 56). Patient anatomical images were rated for lesions by three independent raters, with consensus ratings revealing 19 of 22 patients presented with lesions somewhere in the imaged volume. Linear mixed models were used to assess effects of lesion location on functional connectivity. Analysis in control subjects demonstrated a robust pattern of connectivity among ventral grey matter regions as well as a distinct network among dorsal regions. A gender effect was also observed in controls whereby females demonstrated higher ventral network connectivity. Wilcoxon rank-sum tests detected no differences in average connectivity or power of low frequency fluctuations in patients compared to controls. The presence of lesions was, however, associated with local alterations in connectivity with differential effects depending on columnar location. The patient results suggest that spinal cord functional networks are generally intact in relapsing-remitting multiple sclerosis but that lesions are associated with focal abnormalities in intrinsic connectivity. These findings are discussed in light of the current literature on spinal cord functional MRI and the potential neurological underpinnings.
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