The association between intra- and juxta-cortical pathology and cognitive impairment in multiple sclerosis by quantitative T2* mapping at 7 T MRI
Using quantitative T2* at 7 Tesla (T) magnetic resonance imaging, we investigated whether impairment in selective cognitive functions in multiple sclerosis (MS) can be explained by pathology in specific areas and/or layers of the cortex. Thirty-one MS patients underwent neuropsychological evaluation...
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doaj-346b48c44f764c2798ff3a0c6b511e112020-11-24T23:16:55ZengElsevierNeuroImage: Clinical2213-15822016-01-0112C87988610.1016/j.nicl.2016.11.001The association between intra- and juxta-cortical pathology and cognitive impairment in multiple sclerosis by quantitative T2* mapping at 7 T MRICéline Louapre, MD, PhD0Sindhuja T. Govindarajan, MS1Costanza Giannì, MD2Nancy Madigan, PhD3A. Scott Nielsen, MD, MMSc4Jacob A. Sloane, MD, PhD5Revere P. Kinkel, MD6Caterina Mainero, MD, PhD7A. A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Charlestown, MA, USAA. A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Charlestown, MA, USAA. A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Charlestown, MA, USABeth Israel Deaconess Medical Center, Boston, MA, USAVirginia Mason Medical Center, Seattle, WA, USAHarvard Medical School, Boston, MA, USAUniversity of California San Diego, Department of Neuroscience, San Diego, CA, USAA. A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Charlestown, MA, USAUsing quantitative T2* at 7 Tesla (T) magnetic resonance imaging, we investigated whether impairment in selective cognitive functions in multiple sclerosis (MS) can be explained by pathology in specific areas and/or layers of the cortex. Thirty-one MS patients underwent neuropsychological evaluation, acquisition of 7 T multi-echo T2* gradient-echo sequences, and 3 T anatomical images for cortical surfaces reconstruction. Seventeen age-matched healthy subjects served as controls. Cortical T2* maps were sampled at various depths throughout the cortex and juxtacortex. Relation between T2*, neuropsychological scores and a cognitive index (CI), calculated from a principal component analysis on the whole battery, was tested by a general linear model. Cognitive impairment correlated with T2* increase, independently from white matter lesions and cortical thickness, in cortical areas highly relevant for cognition belonging to the default-mode network (p < 0.05 corrected). Dysfunction in different cognitive functions correlated with longer T2* in selective cortical regions, most of which showed longer T2* relative to controls. For most tests, this association was strongest in deeper cortical layers. Executive dysfunction, however, was mainly related with pathology in juxtameningeal cortex. T2* explained up to 20% of the variance of the CI, independently of conventional imaging metrics (adjusted-R2: 52–67%, p < 5.10−4). Location of pathology across the cortical width and mantle showed selective correlation with impairment in differing cognitive domains. These findings may guide studies at lower field strength designed to develop surrogate markers of cognitive impairment in MS.http://www.sciencedirect.com/science/article/pii/S221315821630208XMultiple sclerosisCognitive impairmentLaminar cortical pathology7 Tesla MRIT2* |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Céline Louapre, MD, PhD Sindhuja T. Govindarajan, MS Costanza Giannì, MD Nancy Madigan, PhD A. Scott Nielsen, MD, MMSc Jacob A. Sloane, MD, PhD Revere P. Kinkel, MD Caterina Mainero, MD, PhD |
spellingShingle |
Céline Louapre, MD, PhD Sindhuja T. Govindarajan, MS Costanza Giannì, MD Nancy Madigan, PhD A. Scott Nielsen, MD, MMSc Jacob A. Sloane, MD, PhD Revere P. Kinkel, MD Caterina Mainero, MD, PhD The association between intra- and juxta-cortical pathology and cognitive impairment in multiple sclerosis by quantitative T2* mapping at 7 T MRI NeuroImage: Clinical Multiple sclerosis Cognitive impairment Laminar cortical pathology 7 Tesla MRI T2* |
author_facet |
Céline Louapre, MD, PhD Sindhuja T. Govindarajan, MS Costanza Giannì, MD Nancy Madigan, PhD A. Scott Nielsen, MD, MMSc Jacob A. Sloane, MD, PhD Revere P. Kinkel, MD Caterina Mainero, MD, PhD |
author_sort |
Céline Louapre, MD, PhD |
title |
The association between intra- and juxta-cortical pathology and cognitive impairment in multiple sclerosis by quantitative T2* mapping at 7 T MRI |
title_short |
The association between intra- and juxta-cortical pathology and cognitive impairment in multiple sclerosis by quantitative T2* mapping at 7 T MRI |
title_full |
The association between intra- and juxta-cortical pathology and cognitive impairment in multiple sclerosis by quantitative T2* mapping at 7 T MRI |
title_fullStr |
The association between intra- and juxta-cortical pathology and cognitive impairment in multiple sclerosis by quantitative T2* mapping at 7 T MRI |
title_full_unstemmed |
The association between intra- and juxta-cortical pathology and cognitive impairment in multiple sclerosis by quantitative T2* mapping at 7 T MRI |
title_sort |
association between intra- and juxta-cortical pathology and cognitive impairment in multiple sclerosis by quantitative t2* mapping at 7 t mri |
publisher |
Elsevier |
series |
NeuroImage: Clinical |
issn |
2213-1582 |
publishDate |
2016-01-01 |
description |
Using quantitative T2* at 7 Tesla (T) magnetic resonance imaging, we investigated whether impairment in selective cognitive functions in multiple sclerosis (MS) can be explained by pathology in specific areas and/or layers of the cortex.
Thirty-one MS patients underwent neuropsychological evaluation, acquisition of 7 T multi-echo T2* gradient-echo sequences, and 3 T anatomical images for cortical surfaces reconstruction. Seventeen age-matched healthy subjects served as controls.
Cortical T2* maps were sampled at various depths throughout the cortex and juxtacortex. Relation between T2*, neuropsychological scores and a cognitive index (CI), calculated from a principal component analysis on the whole battery, was tested by a general linear model.
Cognitive impairment correlated with T2* increase, independently from white matter lesions and cortical thickness, in cortical areas highly relevant for cognition belonging to the default-mode network (p < 0.05 corrected). Dysfunction in different cognitive functions correlated with longer T2* in selective cortical regions, most of which showed longer T2* relative to controls. For most tests, this association was strongest in deeper cortical layers. Executive dysfunction, however, was mainly related with pathology in juxtameningeal cortex. T2* explained up to 20% of the variance of the CI, independently of conventional imaging metrics (adjusted-R2: 52–67%, p < 5.10−4).
Location of pathology across the cortical width and mantle showed selective correlation with impairment in differing cognitive domains. These findings may guide studies at lower field strength designed to develop surrogate markers of cognitive impairment in MS. |
topic |
Multiple sclerosis Cognitive impairment Laminar cortical pathology 7 Tesla MRI T2* |
url |
http://www.sciencedirect.com/science/article/pii/S221315821630208X |
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