Different MRI Measures Predict Clinical Deterioration AND Cognitive Impairment in MS: A 5 Year Longitudinal Study (P6.142) — Paolo Preziosa (2015) | RDL Network
Different MRI Measures Predict Clinical Deterioration AND Cognitive Impairment in MS: A 5 Year Longitudinal Study (P6.142)
Article 2015 en
Authors
PP
Paolo Preziosa
MR
Maria A. Rocca
ŠM
Šarlota Mesaroš
Abstract
1 min read
OBJECTIVE: To assess the value of conventional and quantitative MRI measures of brain and spinal cord in predicting disability and cognitive worsening in multiple sclerosis (MS) patients after 5 years. BACKGROUND: The identification of imaging biomarkers for monitoring disease progression in MS is an unmet need. DESIGN/METHODS: Brain dual-echo, 3D T1-weighted and diffusion tensor [DT] MRI and cervical cord T2-weighted, 3D T1-weighted and magnetization transfer [MT] MRI scans were obtained at baseline (T0) and after 5 years (Y5) in 76 MS patients and 7 controls, who were followed prospectively with clinical (EDSS and phenotype changes) and neuropsychological evaluation (Rao’s battery). At T0 and Y5, measures of lesion load, brain and cord atrophy were obtained. Brain DT MRI measures of white matter (WM) tracts, normal appearing WM and gray matter (GM) as well as cord MT ratio were also assessed. A random forest (RF) was performed to identify predictors of neurologic deterioration, phenotype modification and cognitive worsening at Y5. RESULTS: At Y5, 46/76 (61[percnt]) MS patients showed a significant disability worsening (death=9 patients), 23/76 (30[percnt]) evolved to a worse clinical phenotype and 15/61 (25[percnt]) had a worsening of cognitive functions. At Y5, MS patients had a significant accumulation of brain T2 lesions, brain atrophy (most pronounced for the GM), diffusivity abnormalities of WM tracts and spinal cord atrophy. At RF analysis, baseline diffusivity measures of WM tract integrity predicted worsening of clinical disability (classification [C]-index=70[percnt]) and phenotype modification (C-index=78[percnt]), whereas baseline brain volume, GM diffusivity and diffusivity abnormalities of cognitive-related WM tracts predicted cognitive worsening (C-index=78[percnt]). CONCLUSIONS: Different mechanisms are likely to contribute to clinical and cognitive worsening in MS patients after 5 years. While disability deterioration seems mainly due to disruption of WM integrity, cognitive dysfunction is the result of a complex interplay between WM and GM damage.
Paolo Preziosa, Maria A. Rocca, Manfredo Atzori, Frederik Barkhof, Nicola De Stefano, Christian Enzinger, Franz Fazekas, Antonio Gallo, Hanneke E. Hulst, Laura Mancini, Xavier Montalbán, Elisabetta Pagani, Àlex Rovira, ML Stromillo, Gioacchino Tedeschi, Giacomo P. Comi, Massimo Filippi
Paolo Preziosa, Maria A. Rocca, Elisabetta Pagani, Maria Laura Stromillo, Christian Enzinger, Antonio Gallo, Hanneke E. Hulst, Matteo Atzori, Deborah Pareto, Gianna Carla Riccitelli, Massimiliano Copetti, Nicola De Stefano, Franz Fazekas, Alvino Bisecco, Frederik Barkhof, Tarek Yousry, María Jesús Arévalo, Massimo Filippi
Paolo Preziosa, Maria A. Rocca, Matteo Atzori, Frederik Barkhof, Nicola De Stefano, Christian Enzinger, Franz Fazekas, Antonio Gallo, Hanneke E. Hulst, Laura Mancini, Xavier Montalbán, Elisabetta Pagani, Àlex Rovira, Maria Laura Stromillo, Gioacchino Tedeschi, Gıancarlo Comı, Massimo Filippi
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