ArticleBrain : a journal of neurology2021
Brain microstructural and metabolic alterations detected in vivo at onset of the first demyelinating event.
Article in Brain : a journal of neurology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers, 1 of them a synthesis that pooled it.
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Who cites it
19 citing papers in PubMed, 1 synthesis or guideline pooled it, 35 citations in OpenAlex.
- Variability by region and method in human brain sodium concentrations estimated byScientific reports · 2023Pooled it
- Detecting early brain susceptibility changes before demyelination in cuprizone mouse model using quantitative susceptibility mapping (QSM).NeuroImage · 2026Article
- Gray matter sodium accumulation and atrophy in relapsing-remitting multiple sclerosis correspond to neurotransmitter maps.European radiology · 2026Article
- Causal neurodevelopmental origins of scoliosis: Multi-omics Mendelian randomization reveals brain-region-specific pathways and protein mediators.Journal of orthopaedic translation · 2026Article
- Diffusion-weighted imaging and retinal oximetry as potential biomarkers of visual outcomes after optic neuritis.Scientific reports · 2025Article
- Biomarkers of Progression Independent of Relapse Activity-Can We Actually Measure It Yet?International journal of molecular sciences · 2025Review
- The bi-phasic behaviour of grey matter networks after the first demyelinating attack.Brain communications · 2025Article
- Advanced MRI Techniques: Diagnosis and Follow-Up of Multiple Sclerosis.Diagnostics (Basel, Switzerland) · 2024Review
- Mice and minipigs with compromised expression of the Alzheimer's disease geneBrain communications · 2024Article
- Structural covariance alterations reveal motor damage in periventricular leukomalacia.Brain communications · 2024Article
- Overview and progress of X-nuclei magnetic resonance imaging in biomedical studies.Magnetic resonance letters · 2023Review
- Unraveling the heterogeneous pathological substrates of relapse-onset multiple sclerosis: a multiparametric voxel-wise 3 T MRI study.Journal of neurology · 2023Article
- Emerging Perspectives on MRI Application in Multiple Sclerosis: Moving from Pathophysiology to Clinical Practice.Radiology · 2023Review
- The Value of Various Post-Processing Modalities of Diffusion Weighted Imaging in the Detection of Multiple Sclerosis.Brain sciences · 2023Review
- Advanced central nervous system imaging biomarkers in radiologically isolated syndrome: a mini review.Frontiers in neurology · 2023Review
- The modulatory effect of high salt on immune cells and related diseases.Cell proliferation · 2022Review
- Advanced diffusion-weighted imaging models better characterize white matter neurodegeneration and clinical outcomes in multiple sclerosis.Journal of neurology · 2022Article
- Advanced Diffusion MR Imaging for Multiple Sclerosis in the Brain and Spinal Cord.Magnetic resonance in medical sciences : MRMS : an official journal of Japan Society of Magnetic Resonance in Medicine · 2022Review
- Comparison of Neurite Orientation Dispersion and Density Imaging and Two-Compartment Spherical Mean Technique Parameter Maps in Multiple Sclerosis.Frontiers in neurology · 2021Article
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Authors and funding
13 authors at 4 institutions in 4 countries.
Funding
Abstract
In early multiple sclerosis, a clearer understanding of normal-brain tissue microstructural and metabolic abnormalities will provide valuable insights into its pathophysiology. We used multi-parametric quantitative MRI to detect alterations in brain tissues of patients with their first demyelinating episode. We acquired neurite orientation dispersion and density imaging [to investigate morphology of neurites (dendrites and axons)] and 23Na MRI (to estimate total sodium concentration, a reflection of underlying changes in metabolic function). In this cross-sectional study, we enrolled 42 patients diagnosed with clinically isolated syndrome or multiple sclerosis within 3 months of their first demyelinating event and 16 healthy controls. Physical and cognitive scales were assessed. At 3 T, we acquired brain and spinal cord structural scans, and neurite orientation dispersion and density imaging. Thirty-two patients and 13 healthy controls also underwent brain 23Na MRI. We measured neurite density and orientation dispersion indices and total sodium concentration in brain normal-appearing white matter, white matter lesions, and grey matter. We used linear regression models (adjusting for brain parenchymal fraction and lesion load) and Spearman correlation tests (significance level P ≤ 0.01). Patients showed higher orientation dispersion index in normal-appearing white matter, including the corpus callosum, where they also showed lower neurite density index and higher total sodium concentration, compared with healthy controls. In grey matter, compared with healthy controls, patients demonstrated: lower orientation dispersion index in frontal, parietal and temporal cortices; lower neurite density index in parietal, temporal and occipital cortices; and higher total sodium concentration in limbic and frontal cortices. Brain volumes did not differ between patients and controls. In patients, higher orientation dispersion index in corpus callosum was associated with worse performance on timed walk test (P = 0.009, B = 0.01, 99% confidence interval = 0.0001 to 0.02), independent of brain and lesion volumes. Higher total sodium concentration in left frontal middle gyrus was associated with higher disability on Expanded Disability Status Scale (rs = 0.5, P = 0.005). Increased axonal dispersion was found in normal-appearing white matter, particularly corpus callosum, where there was also axonal degeneration and total sodium accumulation. The association between increased axonal dispersion in the corpus callosum and worse walking performance implies that morphological and metabolic alterations in this structure could mechanistically contribute to disability in multiple sclerosis. As brain volumes were neither altered nor related to disability in patients, our findings suggest that these two advanced MRI techniques are more sensitive at detecting clinically relevant pathology in early multiple sclerosis.
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