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January 15, 2013; 80 (3) Article

Location of brain lesions predicts conversion of clinically isolated syndromes to multiple sclerosis

Antonio Giorgio, Marco Battaglini, Maria Assunta Rocca, Alessandro De Leucio, Martina Absinta, Ronald van Schijndel, Alex Rovira, Mar Tintoré, Declan Chard, Olga Ciccarelli, Christian Enzinger, Claudio Gasperini, Jette Frederiksen, Massimo Filippi, Frederik Barkhof, Nicola De Stefano, on behalf of the MAGNIMS Study Group
First published December 5, 2012, DOI: https://doi.org/10.1212/WNL.0b013e31827debeb
Antonio Giorgio
From the Department of Neurological and Behavioral Sciences (A.G., M.B., A.D.L, N.D.S.), University of Siena, Siena; Neuroimaging Research Unit (M.A.R., M.A., M.F.), Institute of Experimental Neurology, Division of Neuroscience, San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy; Department of Radiology (R.v.S., F.B.), VU University Medical Centre, Amsterdam, the Netherlands; Department of Radiology and Neuroimmunology Unit (A.R., M.T), Hospital Vall d'Hebron, Barcelona, Spain; Departments of Neuroinflammation (D.C.) and Brain Repair and Rehabilitation (O.C.), University College London (UCL) Institute of Neurology, UCL, London, UK; Department of Neurology and Section of Neuroradiology (C.E.), Medical University of Graz, Graz, Austria; Neurology Unit (C.G.), San Camillo-Forlanini Hospital, Rome, Italy; and Department of Neurology (J.F.), Glostrup Hospital and University of Copenhagen, Denmark.
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Marco Battaglini
From the Department of Neurological and Behavioral Sciences (A.G., M.B., A.D.L, N.D.S.), University of Siena, Siena; Neuroimaging Research Unit (M.A.R., M.A., M.F.), Institute of Experimental Neurology, Division of Neuroscience, San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy; Department of Radiology (R.v.S., F.B.), VU University Medical Centre, Amsterdam, the Netherlands; Department of Radiology and Neuroimmunology Unit (A.R., M.T), Hospital Vall d'Hebron, Barcelona, Spain; Departments of Neuroinflammation (D.C.) and Brain Repair and Rehabilitation (O.C.), University College London (UCL) Institute of Neurology, UCL, London, UK; Department of Neurology and Section of Neuroradiology (C.E.), Medical University of Graz, Graz, Austria; Neurology Unit (C.G.), San Camillo-Forlanini Hospital, Rome, Italy; and Department of Neurology (J.F.), Glostrup Hospital and University of Copenhagen, Denmark.
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Maria Assunta Rocca
From the Department of Neurological and Behavioral Sciences (A.G., M.B., A.D.L, N.D.S.), University of Siena, Siena; Neuroimaging Research Unit (M.A.R., M.A., M.F.), Institute of Experimental Neurology, Division of Neuroscience, San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy; Department of Radiology (R.v.S., F.B.), VU University Medical Centre, Amsterdam, the Netherlands; Department of Radiology and Neuroimmunology Unit (A.R., M.T), Hospital Vall d'Hebron, Barcelona, Spain; Departments of Neuroinflammation (D.C.) and Brain Repair and Rehabilitation (O.C.), University College London (UCL) Institute of Neurology, UCL, London, UK; Department of Neurology and Section of Neuroradiology (C.E.), Medical University of Graz, Graz, Austria; Neurology Unit (C.G.), San Camillo-Forlanini Hospital, Rome, Italy; and Department of Neurology (J.F.), Glostrup Hospital and University of Copenhagen, Denmark.
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Alessandro De Leucio
From the Department of Neurological and Behavioral Sciences (A.G., M.B., A.D.L, N.D.S.), University of Siena, Siena; Neuroimaging Research Unit (M.A.R., M.A., M.F.), Institute of Experimental Neurology, Division of Neuroscience, San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy; Department of Radiology (R.v.S., F.B.), VU University Medical Centre, Amsterdam, the Netherlands; Department of Radiology and Neuroimmunology Unit (A.R., M.T), Hospital Vall d'Hebron, Barcelona, Spain; Departments of Neuroinflammation (D.C.) and Brain Repair and Rehabilitation (O.C.), University College London (UCL) Institute of Neurology, UCL, London, UK; Department of Neurology and Section of Neuroradiology (C.E.), Medical University of Graz, Graz, Austria; Neurology Unit (C.G.), San Camillo-Forlanini Hospital, Rome, Italy; and Department of Neurology (J.F.), Glostrup Hospital and University of Copenhagen, Denmark.
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Martina Absinta
From the Department of Neurological and Behavioral Sciences (A.G., M.B., A.D.L, N.D.S.), University of Siena, Siena; Neuroimaging Research Unit (M.A.R., M.A., M.F.), Institute of Experimental Neurology, Division of Neuroscience, San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy; Department of Radiology (R.v.S., F.B.), VU University Medical Centre, Amsterdam, the Netherlands; Department of Radiology and Neuroimmunology Unit (A.R., M.T), Hospital Vall d'Hebron, Barcelona, Spain; Departments of Neuroinflammation (D.C.) and Brain Repair and Rehabilitation (O.C.), University College London (UCL) Institute of Neurology, UCL, London, UK; Department of Neurology and Section of Neuroradiology (C.E.), Medical University of Graz, Graz, Austria; Neurology Unit (C.G.), San Camillo-Forlanini Hospital, Rome, Italy; and Department of Neurology (J.F.), Glostrup Hospital and University of Copenhagen, Denmark.
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Ronald van Schijndel
From the Department of Neurological and Behavioral Sciences (A.G., M.B., A.D.L, N.D.S.), University of Siena, Siena; Neuroimaging Research Unit (M.A.R., M.A., M.F.), Institute of Experimental Neurology, Division of Neuroscience, San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy; Department of Radiology (R.v.S., F.B.), VU University Medical Centre, Amsterdam, the Netherlands; Department of Radiology and Neuroimmunology Unit (A.R., M.T), Hospital Vall d'Hebron, Barcelona, Spain; Departments of Neuroinflammation (D.C.) and Brain Repair and Rehabilitation (O.C.), University College London (UCL) Institute of Neurology, UCL, London, UK; Department of Neurology and Section of Neuroradiology (C.E.), Medical University of Graz, Graz, Austria; Neurology Unit (C.G.), San Camillo-Forlanini Hospital, Rome, Italy; and Department of Neurology (J.F.), Glostrup Hospital and University of Copenhagen, Denmark.
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Alex Rovira
From the Department of Neurological and Behavioral Sciences (A.G., M.B., A.D.L, N.D.S.), University of Siena, Siena; Neuroimaging Research Unit (M.A.R., M.A., M.F.), Institute of Experimental Neurology, Division of Neuroscience, San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy; Department of Radiology (R.v.S., F.B.), VU University Medical Centre, Amsterdam, the Netherlands; Department of Radiology and Neuroimmunology Unit (A.R., M.T), Hospital Vall d'Hebron, Barcelona, Spain; Departments of Neuroinflammation (D.C.) and Brain Repair and Rehabilitation (O.C.), University College London (UCL) Institute of Neurology, UCL, London, UK; Department of Neurology and Section of Neuroradiology (C.E.), Medical University of Graz, Graz, Austria; Neurology Unit (C.G.), San Camillo-Forlanini Hospital, Rome, Italy; and Department of Neurology (J.F.), Glostrup Hospital and University of Copenhagen, Denmark.
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Mar Tintoré
From the Department of Neurological and Behavioral Sciences (A.G., M.B., A.D.L, N.D.S.), University of Siena, Siena; Neuroimaging Research Unit (M.A.R., M.A., M.F.), Institute of Experimental Neurology, Division of Neuroscience, San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy; Department of Radiology (R.v.S., F.B.), VU University Medical Centre, Amsterdam, the Netherlands; Department of Radiology and Neuroimmunology Unit (A.R., M.T), Hospital Vall d'Hebron, Barcelona, Spain; Departments of Neuroinflammation (D.C.) and Brain Repair and Rehabilitation (O.C.), University College London (UCL) Institute of Neurology, UCL, London, UK; Department of Neurology and Section of Neuroradiology (C.E.), Medical University of Graz, Graz, Austria; Neurology Unit (C.G.), San Camillo-Forlanini Hospital, Rome, Italy; and Department of Neurology (J.F.), Glostrup Hospital and University of Copenhagen, Denmark.
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Declan Chard
From the Department of Neurological and Behavioral Sciences (A.G., M.B., A.D.L, N.D.S.), University of Siena, Siena; Neuroimaging Research Unit (M.A.R., M.A., M.F.), Institute of Experimental Neurology, Division of Neuroscience, San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy; Department of Radiology (R.v.S., F.B.), VU University Medical Centre, Amsterdam, the Netherlands; Department of Radiology and Neuroimmunology Unit (A.R., M.T), Hospital Vall d'Hebron, Barcelona, Spain; Departments of Neuroinflammation (D.C.) and Brain Repair and Rehabilitation (O.C.), University College London (UCL) Institute of Neurology, UCL, London, UK; Department of Neurology and Section of Neuroradiology (C.E.), Medical University of Graz, Graz, Austria; Neurology Unit (C.G.), San Camillo-Forlanini Hospital, Rome, Italy; and Department of Neurology (J.F.), Glostrup Hospital and University of Copenhagen, Denmark.
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Olga Ciccarelli
From the Department of Neurological and Behavioral Sciences (A.G., M.B., A.D.L, N.D.S.), University of Siena, Siena; Neuroimaging Research Unit (M.A.R., M.A., M.F.), Institute of Experimental Neurology, Division of Neuroscience, San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy; Department of Radiology (R.v.S., F.B.), VU University Medical Centre, Amsterdam, the Netherlands; Department of Radiology and Neuroimmunology Unit (A.R., M.T), Hospital Vall d'Hebron, Barcelona, Spain; Departments of Neuroinflammation (D.C.) and Brain Repair and Rehabilitation (O.C.), University College London (UCL) Institute of Neurology, UCL, London, UK; Department of Neurology and Section of Neuroradiology (C.E.), Medical University of Graz, Graz, Austria; Neurology Unit (C.G.), San Camillo-Forlanini Hospital, Rome, Italy; and Department of Neurology (J.F.), Glostrup Hospital and University of Copenhagen, Denmark.
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Christian Enzinger
From the Department of Neurological and Behavioral Sciences (A.G., M.B., A.D.L, N.D.S.), University of Siena, Siena; Neuroimaging Research Unit (M.A.R., M.A., M.F.), Institute of Experimental Neurology, Division of Neuroscience, San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy; Department of Radiology (R.v.S., F.B.), VU University Medical Centre, Amsterdam, the Netherlands; Department of Radiology and Neuroimmunology Unit (A.R., M.T), Hospital Vall d'Hebron, Barcelona, Spain; Departments of Neuroinflammation (D.C.) and Brain Repair and Rehabilitation (O.C.), University College London (UCL) Institute of Neurology, UCL, London, UK; Department of Neurology and Section of Neuroradiology (C.E.), Medical University of Graz, Graz, Austria; Neurology Unit (C.G.), San Camillo-Forlanini Hospital, Rome, Italy; and Department of Neurology (J.F.), Glostrup Hospital and University of Copenhagen, Denmark.
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Claudio Gasperini
From the Department of Neurological and Behavioral Sciences (A.G., M.B., A.D.L, N.D.S.), University of Siena, Siena; Neuroimaging Research Unit (M.A.R., M.A., M.F.), Institute of Experimental Neurology, Division of Neuroscience, San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy; Department of Radiology (R.v.S., F.B.), VU University Medical Centre, Amsterdam, the Netherlands; Department of Radiology and Neuroimmunology Unit (A.R., M.T), Hospital Vall d'Hebron, Barcelona, Spain; Departments of Neuroinflammation (D.C.) and Brain Repair and Rehabilitation (O.C.), University College London (UCL) Institute of Neurology, UCL, London, UK; Department of Neurology and Section of Neuroradiology (C.E.), Medical University of Graz, Graz, Austria; Neurology Unit (C.G.), San Camillo-Forlanini Hospital, Rome, Italy; and Department of Neurology (J.F.), Glostrup Hospital and University of Copenhagen, Denmark.
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Jette Frederiksen
From the Department of Neurological and Behavioral Sciences (A.G., M.B., A.D.L, N.D.S.), University of Siena, Siena; Neuroimaging Research Unit (M.A.R., M.A., M.F.), Institute of Experimental Neurology, Division of Neuroscience, San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy; Department of Radiology (R.v.S., F.B.), VU University Medical Centre, Amsterdam, the Netherlands; Department of Radiology and Neuroimmunology Unit (A.R., M.T), Hospital Vall d'Hebron, Barcelona, Spain; Departments of Neuroinflammation (D.C.) and Brain Repair and Rehabilitation (O.C.), University College London (UCL) Institute of Neurology, UCL, London, UK; Department of Neurology and Section of Neuroradiology (C.E.), Medical University of Graz, Graz, Austria; Neurology Unit (C.G.), San Camillo-Forlanini Hospital, Rome, Italy; and Department of Neurology (J.F.), Glostrup Hospital and University of Copenhagen, Denmark.
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Massimo Filippi
From the Department of Neurological and Behavioral Sciences (A.G., M.B., A.D.L, N.D.S.), University of Siena, Siena; Neuroimaging Research Unit (M.A.R., M.A., M.F.), Institute of Experimental Neurology, Division of Neuroscience, San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy; Department of Radiology (R.v.S., F.B.), VU University Medical Centre, Amsterdam, the Netherlands; Department of Radiology and Neuroimmunology Unit (A.R., M.T), Hospital Vall d'Hebron, Barcelona, Spain; Departments of Neuroinflammation (D.C.) and Brain Repair and Rehabilitation (O.C.), University College London (UCL) Institute of Neurology, UCL, London, UK; Department of Neurology and Section of Neuroradiology (C.E.), Medical University of Graz, Graz, Austria; Neurology Unit (C.G.), San Camillo-Forlanini Hospital, Rome, Italy; and Department of Neurology (J.F.), Glostrup Hospital and University of Copenhagen, Denmark.
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Frederik Barkhof
From the Department of Neurological and Behavioral Sciences (A.G., M.B., A.D.L, N.D.S.), University of Siena, Siena; Neuroimaging Research Unit (M.A.R., M.A., M.F.), Institute of Experimental Neurology, Division of Neuroscience, San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy; Department of Radiology (R.v.S., F.B.), VU University Medical Centre, Amsterdam, the Netherlands; Department of Radiology and Neuroimmunology Unit (A.R., M.T), Hospital Vall d'Hebron, Barcelona, Spain; Departments of Neuroinflammation (D.C.) and Brain Repair and Rehabilitation (O.C.), University College London (UCL) Institute of Neurology, UCL, London, UK; Department of Neurology and Section of Neuroradiology (C.E.), Medical University of Graz, Graz, Austria; Neurology Unit (C.G.), San Camillo-Forlanini Hospital, Rome, Italy; and Department of Neurology (J.F.), Glostrup Hospital and University of Copenhagen, Denmark.
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Nicola De Stefano
From the Department of Neurological and Behavioral Sciences (A.G., M.B., A.D.L, N.D.S.), University of Siena, Siena; Neuroimaging Research Unit (M.A.R., M.A., M.F.), Institute of Experimental Neurology, Division of Neuroscience, San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy; Department of Radiology (R.v.S., F.B.), VU University Medical Centre, Amsterdam, the Netherlands; Department of Radiology and Neuroimmunology Unit (A.R., M.T), Hospital Vall d'Hebron, Barcelona, Spain; Departments of Neuroinflammation (D.C.) and Brain Repair and Rehabilitation (O.C.), University College London (UCL) Institute of Neurology, UCL, London, UK; Department of Neurology and Section of Neuroradiology (C.E.), Medical University of Graz, Graz, Austria; Neurology Unit (C.G.), San Camillo-Forlanini Hospital, Rome, Italy; and Department of Neurology (J.F.), Glostrup Hospital and University of Copenhagen, Denmark.
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From the Department of Neurological and Behavioral Sciences (A.G., M.B., A.D.L, N.D.S.), University of Siena, Siena; Neuroimaging Research Unit (M.A.R., M.A., M.F.), Institute of Experimental Neurology, Division of Neuroscience, San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy; Department of Radiology (R.v.S., F.B.), VU University Medical Centre, Amsterdam, the Netherlands; Department of Radiology and Neuroimmunology Unit (A.R., M.T), Hospital Vall d'Hebron, Barcelona, Spain; Departments of Neuroinflammation (D.C.) and Brain Repair and Rehabilitation (O.C.), University College London (UCL) Institute of Neurology, UCL, London, UK; Department of Neurology and Section of Neuroradiology (C.E.), Medical University of Graz, Graz, Austria; Neurology Unit (C.G.), San Camillo-Forlanini Hospital, Rome, Italy; and Department of Neurology (J.F.), Glostrup Hospital and University of Copenhagen, Denmark.
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Location of brain lesions predicts conversion of clinically isolated syndromes to multiple sclerosis
Antonio Giorgio, Marco Battaglini, Maria Assunta Rocca, Alessandro De Leucio, Martina Absinta, Ronald van Schijndel, Alex Rovira, Mar Tintoré, Declan Chard, Olga Ciccarelli, Christian Enzinger, Claudio Gasperini, Jette Frederiksen, Massimo Filippi, Frederik Barkhof, Nicola De Stefano, on behalf of the MAGNIMS Study Group
Neurology Jan 2013, 80 (3) 234-241; DOI: 10.1212/WNL.0b013e31827debeb

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Abstract

Objectives: To assess in a large population of patients with clinically isolated syndrome (CIS) the relevance of brain lesion location and frequency in predicting 1-year conversion to multiple sclerosis (MS).

Methods: In this multicenter, retrospective study, clinical and MRI data at onset and clinical follow-up at 1 year were collected for 1,165 patients with CIS. On T2-weighted MRI, we generated lesion probability maps of white matter (WM) lesion location and frequency. Voxelwise analyses were performed with a nonparametric permutation-based approach (p < 0.05, cluster-corrected).

Results: In CIS patients with hemispheric, multifocal, and brainstem/cerebellar onset, lesion probability map clusters were seen in clinically eloquent brain regions. Significant lesion clusters were not found in CIS patients with optic nerve and spinal cord onset. At 1 year, clinically definite MS developed in 26% of patients. The converting group, despite a greater baseline lesion load compared with the nonconverting group (7 ± 8.1 cm3 vs 4.6 ± 6.7 cm3, p < 0.001), showed less widespread lesion distribution (18% vs 25% of brain voxels occupied by lesions). High lesion frequency was found in the converting group in projection, association, and commissural WM tracts, with larger clusters being in the corpus callosum, corona radiata, and cingulum.

Conclusions: Higher frequency of lesion occurrence in clinically eloquent WM tracts can characterize CIS subjects with different types of onset. The involvement of specific WM tracts, in particular those traversed by fibers involved in motor function and near the corpus callosum, seems to be associated with a higher risk of clinical conversion to MS in the short term.

GLOSSARY

ATR=
anterior thalamic radiation;
CC=
corpus callosum;
CDMS=
clinically definite multiple sclerosis;
CIS=
clinically isolated syndrome;
CR=
corona radiata;
FLIRT=
FMRIB’s linear image registration tool;
FMRIB=
Oxford Centre for Functional MRI of the Brain;
FSL=
FMRIB Software Library;
LPM=
lesion probability map;
LPMi=
lesion probability map index;
LV=
lesion volume;
MAGNIMS=
Magnetic Resonance in Multiple Sclerosis;
MNI=
Montreal Neurological Institute;
MS=
multiple sclerosis;
PD=
proton density;
SLF=
superior longitudinal fascicle;
T1-W=
T1-weighted;
T2-W=
T2-weighted;
WM=
white matter

Footnotes

  • Go to Neurology.org for full disclosures. Funding information and disclosures deemed relevant by the authors, if any, are provided at the end of the article.

  • Editorial, page 230

  • Supplemental data at www.neurology.org

  • The current work was conducted on behalf of the MAGNIMS Study Group. Contributors who provided patient data and discussed the contents and interpretation of the study are listed on the Neurology® Web site at www.neurology.org.

  • Received May 29, 2012.
  • Accepted August 31, 2012.
  • © 2013 American Academy of Neurology
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  • The border-land of epilepsy—Revisited
  • Diagnostic shifts in ALS?From clinical specter to imaging spectra
  • Biomarkers for PDHow can we approach complexity?
  • Whole-brain magnetic resonance spectroscopic imaging measures are related to disability in ALS
  • Olfaction and imaging biomarkers in premotor LRRK2 G2019S-associated Parkinson disease

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  • Multiple sclerosis
  • MRI

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