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A Method of Trigonometric Modelling of Seasonal Variation Demonstrated with Multiple Sclerosis Relapse Data
Published on: December 9, 2015
Slowly expanding lesions relate to persisting black-holes and clinical outcomes in relapse-onset multiple sclerosis
Alberto Calvi1, Carmen Tur2, Declan Chard1
1Queen Square MS Centre, Department of Neuroinflammation, Institute of Neurology, Faculty of Brain Sciences, University College London (UCL), United Kingdom.
Background:
Slowly expanding lesions (SELs) are MRI markers of chronic active lesions in multiple sclerosis (MS). T1-hypointense black holes, and reductions in magnetization transfer ratio (MTR) are pathologically correlated with myelin and axonal loss. While all associated with progressive MS, the relationship between these lesion's metrics and clinical outcomes in relapse-onset MS has not been widely investigated.
Objectives:
To explore the relationship of SELs with T1-hypointense black holes, and longitudinal T1 intensity contrast ratio and MTR, their correlation to brain volume, and their contribution to MS disability in relapse-onset patients.
Methods:
135 patients with relapsing-remitting MS (RRMS) were studied with clinical assessments and brain MRI (T2/FLAIR and T1-weighted scans at 1.5/3 T) at baseline and two subsequent follow-ups; a subset of 83 patients also had MTR acquisitions. Early-onset patients were defined when the baseline disease duration was ≤ 5 years (n = 85). SELs were identified using deformation field maps from the manually segmented baseline T2 lesions and differentiated from the non-SELs. Persisting black holes (PBHs) were defined as a subset of T2 lesions with a signal below a patient-specific grey matter T1 intensity in a semi-quantitative manner. SELs, PBH counts, and brain volume were computed, and their associations were assessed through Spearman and Pearson correlation. Clusters of patients according to low (up to 2), intermediate (3 to 10), or high (more than 10) SEL counts were determined with a Gaussian generalised mixture model. Mixed-effects and logistic regression models assessed volumes, T1 and MTR within SELs, and their correlation with Expanded Disability Status Scale (EDSS) and confirmed disability progression (CDP).
Results:
Mean age at study onset was 35.5 years (73% female), disease duration 5.5 years and mean time to last follow-up 6.5 years (range 1 to 12.5); median baseline EDSS 1.5 (range 0 to 5.5) and a mean EDSS change of 0.31 units at final follow-up. Among 4007 T2 lesions, 27% were classified as SELs and 10% as PBHs. Most patients (n = 65) belonged to the cluster with an intermediate SEL count (3 to 10 SELs). The percentage of PBHs was higher in SELs than non-SELs (up to 61% vs 44%, p < 0.001) and within-patient SEL volumes positively correlated with PBH volumes (r = 0.53, p < 0.001). SELs showed a decrease in T1 intensity over time (beta = -0.004, 95%CI -0.005 to -0.003, p < 0.001), accompanied by lower cross-sectional baseline and follow-up MTR. In mixed-effects models, EDSS worsening was predicted by the SEL log-volumes increase over time (beta = 0.11, 95%CI 0.03 to 0.20, p = 0.01), which was confirmed in the sub-cohort of patients with early onset MS (beta = 0.14, 95%CI 0.04 to 0.25, p = 0.008). In logistic regressions, a higher risk for CDP was associated with SEL volumes (OR = 5.15, 95%CI 1.60 to 16.60, p = 0.006).
Conclusions:
SELs are associated with accumulation of more destructive pathology as indicated by an association with PBH volume, longitudinal reduction in T1 intensity and MTR. Higher SEL volumes are associated with clinical progression, while lower ones are associated with stability in relapse-onset MS.
Insights
Slowly expanding lesions (SELs) in multiple sclerosis (MS) correlate with more severe pathology and disability progression. Higher SEL volumes indicate worsening MS, while lower volumes suggest stability in relapse-onset MS patients.
Area of Science:
- Neurology
- Radiology
- Neuroimmunology
Background:
- Slowly expanding lesions (SELs) are MRI markers of chronic active lesions in multiple sclerosis (MS).
- T1-hypointense black holes and reduced magnetization transfer ratio (MTR) indicate myelin and axonal loss, associated with progressive MS.
- The relationship between these lesion metrics and clinical outcomes in relapse-onset MS requires further investigation.
Purpose of the Study:
- To explore the relationship between SELs, T1-hypointense black holes, and longitudinal MRI metrics (T1 intensity, MTR) in relapse-onset MS.
- To assess the correlation of these MRI markers with brain volume.
- To determine the contribution of SELs to MS-related disability in relapse-onset patients.
Main Methods:
- 135 patients with relapsing-remitting MS (RRMS) underwent clinical assessments and serial brain MRI (T2/FLAIR, T1-weighted, MTR).
- SELs were identified using deformation field maps, and persisting black holes (PBHs) were quantified.
- Statistical models assessed associations between SELs, PBHs, brain volume, MTR, and clinical outcomes like EDSS and confirmed disability progression (CDP).
Main Results:
- 27% of T2 lesions were classified as SELs, and 10% as PBHs.
- SELs showed higher PBH percentages and correlated positively with PBH volumes.
- Increased SEL volumes over time predicted EDSS worsening and a higher risk of CDP in relapse-onset MS.
Conclusions:
- SELs are linked to more destructive pathology, evidenced by PBH association and reduced T1 intensity/MTR over time.
- Higher SEL volumes correlate with clinical progression in relapse-onset MS.
- Lower SEL volumes are associated with clinical stability in relapse-onset MS.
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