Mapping myelin alterations in Neurofibromatosis Type 1 using Magnetization Transfer and T1W/T2W Ratio Imaging
Arunachalam Chandran, V.; Lea-Carnall, C.; Yang, Y.; Wild, A.; McCowen, M.; Vassallo, G.; Green, J.; Haroon, H.; Lloyd, W.; Stivaros, S.; Muhlert, N.; Garg, S.
Show abstract
BackgroundAberrant myelination represents a critical but understudied mechanism in cognitive difficulties associated with neurodevelopmental conditions. Neurofibromatosis 1 (NF1), provides a unique monogenic model to investigate this relationship, as white matter abnormalities are consistently observed, yet their microstructural basis remains uncharacterized. We present the first dual-modality quantitative myelin mapping study in NF1, employing Magnetization Transfer and T1W/T2W ratio imaging to delineate regional myelin alterations. Methods and materialsWe conducted a case-control study of 78 children (58 NF1 and 20 neurotypical controls, ages 11-18 years). Magnetization Transfer Ratio (MTR) and T1-weighted/T2-weighted (T1W/T2W) ratio imaging were used to quantify regional myelin properties. Working memory was assessed using the visuospatial n-back task. ResultsCompared to controls, children with NF1 showed significant myelin reductions in the thalamus, basal ganglia and cerebellum, converging across both imaging modalities. These deficits persisted independent of T2 hyperintensities, indicating a primary myelin pathology. Regional myelin alterations did not correlate with working memory performance. ConclusionThis is the first study to employ two simultaneous methods to characterise myelin differences in NF1. The findings indicate that NF1-related myelin deficits are predominantly confined to the brainstem, cerebellar, and diencephalic structures. These results provide a neurobiological framework for understanding white matter pathology in NF1 and may help guide therapeutic strategies targeting myelination deficits in this disorder.
Matching journals
The top 4 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Prenatal alcohol exposure and white matter microstructural changes across the first 6-7 years of life: A longitudinal diffusion tensor imaging study of a South African birth cohort 96%
- Disrupted Brain Connectivity in Children Treated with Therapeutic Hypothermia for Neonatal Encephalopathy 96%
- A tractometry investigation of white matter tract network structure and relationships with cognitive function in relapsing-remitting multiple sclerosis 96%
Similar papers in this journal
- Superficial white matter microstructure affects processing speed in cerebral small vessel disease 96%
- Only females show a stable association between neuroticism and microstructural asymmetry of the cingulum across childhood and adolescence: A longitudinal DTI study 96%
- Maturation of cortical microstructure and cognitive development in childhood and adolescence: a T1w/T2w ratio MRI study 95%
Similar papers in this journal
Similar papers in this journal
- More similarity than difference: comparison of within- and between-sex variance in early adolescent brain structure 94%
- Normative trajectories of R1, R2* and magnetic susceptibility in basal ganglia on healthy ageing 94%
- Widespread Associations between Behavioral Metrics and Brain Microstructure in ASD Suggest Age Mediates Subtypes of ASD 94%
Similar papers in this journal
- MRI-T2 Relaxometry is Increased in Sports-Related Mild Traumatic Brain Injury: A Potential Marker of Brain Inflammation 95%
- Mild traumatic brain injury is associated with increased thalamic subregion volume in the subacute period following injury 94%
- Sleep-dependent structural neuroplasticity after a spatial navigation task: A diffusion imaging study 93%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.