ArticleBrain : a journal of neurology2021
Diffuse axonal injury has a characteristic multidimensional MRI signature in the human brain.
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 57 papers.
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57 citing papers in PubMed, 97 citations in OpenAlex.
- Prognostic Value of MRI Anatomical Radiologic Scores for One-Year Neurological Outcome After Severe Traumatic Brain Injury.Neurocritical care · 2026Observational
- Diffusion-relaxation MRI as virtual histology: separable microstructural signatures of AD pathology in ex vivo human brain.Research square · 2026Article
- Informed Dictionary-Guided Monte Carlo Inversion for Robust and Reproducible Multidimensional MRI.Magnetic resonance in medicine · 2026Article
- Phantom- and simulation-based validation of combined diffusion relaxometry in ex vivo ADRD white matter.bioRxiv : the preprint server for biology · 2026Article
- Separable multidimensional MRI signatures of cellular and structural pathology in Alzheimer's disease.bioRxiv : the preprint server for biology · 2026Article
- Article
- Frequency-Dependent Diffusion-Relaxation Distribution MRI: Scan-Rescan Reproducibility Ex Vivo and Caveats.NMR in biomedicine · 2026Article
- Cross-modal synchronization of EEG and ECG reveals hidden signatures of recovery in traumatic brain injury.Journal of neuroengineering and rehabilitation · 2026Article
- Evidence-Based Interventions for Functional Restoration and Pain Management following Traumatic Brain Injury.Archives of clinical and medical case reports · 2026Article
- A Novel snoRNA, Gm24418 Attenuates Inflammation Injury After Acute TBI Through Regulating CCL2.Journal of inflammation research · 2026Article
- Validation of diffusion and exchange imaging biomarkers via simultaneous real-time NMR and optical microscopy.bioRxiv : the preprint server for biology · 2025Article
- A Diffusion Tensor Imaging Study: Relation of Wisconsin Card Sorting Covariates to White Matter Abnormalities in Traumatic Brain Injury.Life (Basel, Switzerland) · 2025Article
- Multi-Scale Fusion for Real-Time Image Observation and Data Analysis of Athletes after Soft Tissue Injury.Current medical imaging · 2025Article
- Metabolomics Analysis Reveals Potential Biomarkers for Diffuse Axonal Injury Article Category: Original Work.Neurocritical care · 2025Article
- Sensitivity of Diffusion Tensor Imaging for Assessing Injury Severity in a Rat Model of Isolated Diffuse Axonal Injury: Comparison with Histology and Neurological Assessment.International journal of molecular sciences · 2025Article
- Data Processing in Multidimensional MRI For Biomarker Identification: Is It Necessary?bioRxiv : the preprint server for biology · 2025Article
- Ex vivo massively multidimensional diffusion-relaxation correlation MRI: scan-rescan reproducibility and caveats.bioRxiv : the preprint server for biology · 2025Article
- Dynamic changes in neuron-specific enolase level to glasgow coma scale score ratio predict long-term neurological function of diffuse axonal injury patients.BMC neurology · 2025Observational
- Multidimensional MRI reveals cortical astrogliosis linked to dementia in Alzheimer's disease.Brain communications · 2025Article
- Metabolic pathway dysregulation in diffuse axonal injury: a multimodal biomarker approach for early diagnosis and mechanistic insights.Frontiers in neurology · 2025Article
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6 authors at 3 institutions in 1 country.
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Abstract
Axonal injury is a major contributor to the clinical symptomatology in patients with traumatic brain injury. Conventional neuroradiological tools, such as CT and MRI, are insensitive to diffuse axonal injury (DAI) caused by trauma. Diffusion tensor MRI parameters may change in DAI lesions; however, the nature of these changes is inconsistent. Multidimensional MRI is an emerging approach that combines T1, T2, and diffusion, and replaces voxel-averaged values with distributions, which allows selective isolation of specific potential abnormal components. By performing a combined post-mortem multidimensional MRI and histopathology study, we aimed to investigate T1-T2-diffusion changes linked to DAI and to define their histopathological correlates. Corpora callosa derived from eight subjects who had sustained traumatic brain injury, and three control brain donors underwent post-mortem ex vivo MRI at 7 T. Multidimensional, diffusion tensor, and quantitative T1 and T2 MRI data were acquired and processed. Following MRI acquisition, slices from the same tissue were tested for amyloid precursor protein (APP) immunoreactivity to define DAI severity. A robust image co-registration method was applied to accurately match MRI-derived parameters and histopathology, after which 12 regions of interest per tissue block were selected based on APP density, but blind to MRI. We identified abnormal multidimensional T1-T2, diffusion-T2, and diffusion-T1 components that are strongly associated with DAI and used them to generate axonal injury images. We found that compared to control white matter, mild and severe DAI lesions contained significantly larger abnormal T1-T2 component (P = 0.005 and P < 0.001, respectively), and significantly larger abnormal diffusion-T2 component (P = 0.005 and P < 0.001, respectively). Furthermore, within patients with traumatic brain injury the multidimensional MRI biomarkers differentiated normal-appearing white matter from mild and severe DAI lesions, with significantly larger abnormal T1-T2 and diffusion-T2 components (P = 0.003 and P < 0.001, respectively, for T1-T2; P = 0.022 and P < 0.001, respectively, for diffusion-T2). Conversely, none of the conventional quantitative MRI parameters were able to differentiate lesions and normal-appearing white matter. Lastly, we found that the abnormal T1-T2, diffusion-T1, and diffusion-T2 components and their axonal damage images were strongly correlated with quantitative APP staining (r = 0.876, P < 0.001; r = 0.727, P < 0.001; and r = 0.743, P < 0.001, respectively), while producing negligible intensities in grey matter and in normal-appearing white matter. These results suggest that multidimensional MRI may provide non-invasive biomarkers for detection of DAI, which is the pathological substrate for neurological disorders ranging from concussion to severe traumatic brain injury.
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