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A Method of Trigonometric Modelling of Seasonal Variation Demonstrated with Multiple Sclerosis Relapse Data
Published on: December 9, 2015
Early imaging predictors of long-term outcomes in relapse-onset multiple sclerosis
Wallace J Brownlee1, Dan R Altmann2, Ferran Prados1,3,4
1NMR Research Unit, Queen Square MS Centre, Department of Neuroinflammation, UCL Institute of Neurology, London, UK.
Abstract:
The clinical course of relapse-onset multiple sclerosis is highly variable. Demographic factors, clinical features and global brain T2 lesion load have limited value in counselling individual patients. We investigated early MRI predictors of key long-term outcomes including secondary progressive multiple sclerosis, physical disability and cognitive performance, 15 years after a clinically isolated syndrome. A cohort of patients with clinically isolated syndrome (n = 178) was prospectively recruited within 3 months of clinical disease onset and studied with MRI scans of the brain and spinal cord at study entry (baseline) and after 1 and 3 years. MRI measures at each time point included: supratentorial, infratentorial, spinal cord and gadolinium-enhancing lesion number, brain and spinal cord volumetric measures. The patients were followed-up clinically after ∼15 years to determine disease course, and disability was assessed using the Expanded Disability Status Scale, Paced Auditory Serial Addition Test and Symbol Digit Modalities Test. Multivariable logistic regression and multivariable linear regression models identified independent MRI predictors of secondary progressive multiple sclerosis and Expanded Disability Status Scale, Paced Auditory Serial Addition Test and Symbol Digit Modalities Test, respectively. After 15 years, 166 (93%) patients were assessed clinically: 119 (72%) had multiple sclerosis [94 (57%) relapsing-remitting, 25 (15%) secondary progressive], 45 (27%) remained clinically isolated syndrome and two (1%) developed other disorders. Physical disability was overall low in the multiple sclerosis patients (median Expanded Disability Status Scale 2, range 0-10); 71% were untreated. Baseline gadolinium-enhancing (odds ratio 3.16, P < 0.01) and spinal cord lesions (odds ratio 4.71, P < 0.01) were independently associated with secondary progressive multiple sclerosis at 15 years. When considering 1- and 3-year MRI variables, baseline gadolinium-enhancing lesions remained significant and new spinal cord lesions over time were associated with secondary progressive multiple sclerosis. Baseline gadolinium-enhancing (β = 1.32, P < 0.01) and spinal cord lesions (β = 1.53, P < 0.01) showed a consistent association with Expanded Disability Status Scale at 15 years. Baseline gadolinium-enhancing lesions was also associated with performance on the Paced Auditory Serial Addition Test (β = - 0.79, P < 0.01) and Symbol Digit Modalities Test (β = -0.70, P = 0.02) at 15 years. Our findings suggest that early focal inflammatory disease activity and spinal cord lesions are predictors of very long-term disease outcomes in relapse-onset multiple sclerosis. Established MRI measures, available in routine clinical practice, may be useful in counselling patients with early multiple sclerosis about long-term prognosis, and personalizing treatment plans.
Insights
Early MRI findings, specifically gadolinium-enhancing and spinal cord lesions, predict long-term outcomes in relapse-onset multiple sclerosis (MS). These markers can help counsel patients and personalize treatment for MS prognosis.
Area of Science:
- Neuroimaging
- Neurology
- Clinical Medicine
Background:
- Relapse-onset multiple sclerosis (MS) has a variable clinical course, making individual prognosis difficult.
- Traditional prognostic factors like demographics and lesion load have limited predictive value for individual patients.
- Early identification of predictors for long-term outcomes is crucial for managing MS.
Purpose of the Study:
- To investigate early magnetic resonance imaging (MRI) predictors of long-term outcomes in patients with clinically isolated syndrome (CIS).
- To assess MRI markers associated with secondary progressive multiple sclerosis (SPMS), physical disability, and cognitive performance 15 years after CIS.
- To determine if early MRI findings can aid in patient counseling and treatment personalization for MS.
Main Methods:
- A prospective cohort of 178 patients with CIS within 3 months of onset underwent baseline, 1-year, and 3-year brain and spinal cord MRI.
- MRI measures included lesion counts (supratentorial, infratentorial, spinal cord, gadolinium-enhancing) and volumetric assessments.
- Patients were clinically followed for ~15 years, with outcomes assessed using the Expanded Disability Status Scale (EDSS), Paced Auditory Serial Addition Test (PASAT), and Symbol Digit Modalities Test (SDMT).
- Multivariable regression models identified independent MRI predictors of long-term outcomes.
Main Results:
- After 15 years, 119 patients had MS (25 SPMS), and 45 remained CIS.
- Baseline gadolinium-enhancing lesions and spinal cord lesions independently predicted SPMS at 15 years.
- Early spinal cord lesions and baseline gadolinium-enhancing lesions were associated with higher EDSS scores and poorer performance on PASAT and SDMT at 15 years.
Conclusions:
- Early focal inflammatory activity (gadolinium-enhancing lesions) and spinal cord lesions on MRI are significant predictors of very long-term disease outcomes in relapse-onset MS.
- Established MRI measures from routine clinical practice can be valuable for predicting MS prognosis.
- These findings support the use of early MRI in counseling patients and personalizing treatment strategies for multiple sclerosis.
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