Do slowly expanding lesions correspond to chronic active multiple sclerosis lesions? An integrated imaging analysis study
Vanden Bulcke, C.; Stolting, A.; Borrelli, S.; Macq, B.; Bach Cuadra, M.; Absinta, M.; Maggi, P.
Show abstract
Chronic active lesions (CALs) are a hallmark of multiple sclerosis (MS) pathology, associated with extensive tissue damage, disability progression, and overall disease burden. Histopathologically, they consist of a hypocellular core surrounded by a rim of iron-laden, chronically activated microglia/macrophages. Proposed magnetic resonance imaging (MRI) biomarkers of CALs are paramagnetic rim lesions (PRLs) or slowly expanding lesions (SELs), detected respectively on susceptibility-based images or on longitudinal conventional MRI. While PRLs are histopathologically validated in vivo correlates of CALs, SELs lack pathological validation. In this study, we examine the relationship between SELs and PRLs and evaluate the robustness of the SEL detection algorithm in 56 MS participants, all imaged using a strictly homogeneous protocol on the same 3T scanner for three consecutive timepoints. PRLs included distinct subgroups of both shrinking and expanding lesions (p < 0.001), challenging the assumption that CALs necessarily expand over time. SEL detection demonstrated instability across different input resolution and segmentation methods, yielding a mean dice similarity score of 0.375. In random forest analysis, SEL volume showed inconsistent and weaker predictive value for MS disability and severity (EDSS, MSSS) compared to PRL volume. Critically, lesion-level overlap between SELs and PRLs was negligible (Cohens {kappa} = -0.022) once corrected for overlap by chance. Taken together, our findings indicate that SELs and PRLs are essentially independent, underscoring the need for a refined longitudinal volumetric definition to establish a reliable CALs biomarker.
Matching journals
The top 1 journal accounts for 50% of the predicted probability mass.
Similar papers in this journal
- Imaging cortical multiple sclerosis lesions with ultra-high field MRI 97%
- Magnetisation transfer, diffusion and g-ratio measures of demyelination and neurodegeneration in early relapsing-remitting multiple sclerosis: a longitudinal microstructural MRI study 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
Similar papers in this journal
- Performance of three freely available methods for extracting white matter hyperintensities: FreeSurfer, UBO Detector and BIANCA 96%
- Superficial white matter microstructure affects processing speed in cerebral small vessel disease 95%
- High-frequency longitudinal white matter diffusion- & myelin-based MRI database: reliability and variability 95%
Similar papers in this journal
- Adapting the UK Biobank brain imaging protocol and analysis pipeline for the C-MORE multi-organ study of COVID-19 survivors 96%
- LesionQuant for assessment of MRI in multiple sclerosis - a promising supplement to the visual scan inspection 95%
- Ontario Neurodegenerative Disease Research Initiative (ONDRI): Structural MRI methods & outcome measures 95%
Similar papers in this journal
- The sequence of regional structural disconnectivity due to multiple sclerosis lesions 96%
- Spinal cord MRI and MRS Detect Early-stage Alterations and Disease Progression in Friedreich Ataxia 94%
- In vivo myelin imaging and tissue microstructure in white matter hyperintensities and perilesional white matter 94%
"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.