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Long-term disability progression in primary progressive multiple sclerosis: a 15-year study
- Source :
- Brain. 140:2814-2819
- Publication Year :
- 2017
- Publisher :
- Oxford University Press (OUP), 2017.
-
Abstract
- Prognostic markers of primary progressive multiple sclerosis evolution are needed. We investigated the added value of magnetic resonance imaging measures of brain and cervical cord damage in predicting long-term clinical worsening of primary progressive multiple sclerosis compared to simple clinical assessment. In 54 patients, conventional and diffusion tensor brain scans and cervical cord T1-weighted scans were acquired at baseline and after 15 months. Clinical evaluation was performed after 5 and 15 years in 49 patients. Lesion load, brain and cord atrophy, mean diffusivity and fractional anisotropy values from the brain normal-appearing white matter and grey matter were obtained. Using linear regression models, we screened the clinical and imaging variables as independent predictors of 15-year disability change (measured on the expanded disability status scale). At 15 years, 90% of the patients had disability progression. Integrating clinical and imaging variables at 15 months predicted disability changes at 15 years better than clinical factors at 5 years (R2 = 61% versus R2 = 57%). The model predicted long-term disability change with a precision within one point in 38 of 49 patients (77.6%). Integration of clinical and imaging measures allows identification of primary progressive multiple sclerosis patients at risk of long-term disease progression 4 years earlier than when using clinical assessment alone.
- Subjects :
- Male
0301 basic medicine
primary progressive multiple sclerosis
Longitudinal Studie
0302 clinical medicine
Longitudinal Studies
Gray Matter
medicine.diagnostic_test
disability
long-term
magnetic resonance imaging
Adult
Aged
Anisotropy
Atrophy
Brain
Diffusion Magnetic Resonance Imaging
Disease Progression
Female
Humans
Linear Models
Magnetic Resonance Imaging
Middle Aged
Multiple Sclerosis, Chronic Progressive
Prognosis
Spinal Cord
White Matter
Neurology (clinical)
Chronic Progressive
medicine.anatomical_structure
Linear Model
Radiology
Human
medicine.medical_specialty
Multiple Sclerosis
Prognosi
Grey matter
White matter
03 medical and health sciences
Neuroimaging
Fractional anisotropy
medicine
Expanded Disability Status Scale
business.industry
Magnetic resonance imaging
medicine.disease
primary progressive multiple sclerosi
030104 developmental biology
Physical therapy
business
030217 neurology & neurosurgery
Diffusion MRI
Subjects
Details
- ISSN :
- 14602156 and 00068950
- Volume :
- 140
- Database :
- OpenAIRE
- Journal :
- Brain
- Accession number :
- edsair.doi.dedup.....298145684d1445866c38346b9a98fbe4
- Full Text :
- https://doi.org/10.1093/brain/awx250