A multimodal MRI approach to identify and characterize microstructural brain changes in neuropsychiatric systemic lupus erythematosus

© 2015 The Authors. Published by Elsevier Inc. Systemic lupus erythematosus (SLE) is an autoimmune disease with multi-organ involvement and results in neurological and psychiatric (NP) symptoms in up to 40% of the patients. To date, the diagnosis of neuropsychiatric systemic lupus erythematosus (NPS...

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Main Authors: Ece Ercan, Carson Ingo, Oranan Tritanon, Cesar Magro-Checa, Alex Smith, Seth Smith, Tom Huizinga, Mark A. Van Buchem, Itamar Ronen
Other Authors: Leiden University Medical Center - LUMC
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Published: 2018
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Online Access:https://repository.li.mahidol.ac.th/handle/123456789/36407
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spelling th-mahidol.364072018-11-23T17:42:45Z A multimodal MRI approach to identify and characterize microstructural brain changes in neuropsychiatric systemic lupus erythematosus Ece Ercan Carson Ingo Oranan Tritanon Cesar Magro-Checa Alex Smith Seth Smith Tom Huizinga Mark A. Van Buchem Itamar Ronen Leiden University Medical Center - LUMC Mahidol University Vanderbilt University Institute of Imaging Science Vanderbilt University Medicine © 2015 The Authors. Published by Elsevier Inc. Systemic lupus erythematosus (SLE) is an autoimmune disease with multi-organ involvement and results in neurological and psychiatric (NP) symptoms in up to 40% of the patients. To date, the diagnosis of neuropsychiatric systemic lupus erythematosus (NPSLE) poses a challenge due to the lack of neuroradiological gold standards. In this study, we aimed to better localize and characterize normal appearing white matter (NAWM) changes in NPSLE by combining data from two quantitative MRI techniques, diffusion tensor imaging (DTI) and magnetization transfer imaging (MTI). 9 active NPSLE patients (37 ± 13 years, all females), 9 SLE patients without NP symptoms (44 ± 11 years, all females), and 14 healthy controls (HC) (40 ± 9 years, all females) were included in the study. MTI, DTI and fluid attenuated inversion recovery (FLAIR) images were collected from all subjects on a 3 T MRI scanner. Magnetization transfer ratio (MTR), mean diffusivity (MD), fractional anisotropy (FA), radial diffusivity (RD), axial diffusivity (AD) maps and white matter lesion maps based on the FLAIR images were created for each subject. MTR and DTI data were then co-analyzed using tract-based spatial statistics and a cumulative lesion map to exclude lesions. Significantly lower MTR and FA and significantly higher AD, RD and MD were found in NPSLE compared to HC in NAWM regions. The differences in DTI measures and in MTR, however, were only moderately co-localized. Additionally, significant differences in DTI measures, but not in MTR, were found between NPSLE and SLE patients, suggesting that the underlying microstructural changes detected by MD are linked to the onset of NPSLE. The co-analysis of the anatomical distribution of MTI and DTI measures can potentially improve the diagnosis of NPSLE and contribute to the understanding of the underlying microstructural damage. 2018-11-23T10:42:45Z 2018-11-23T10:42:45Z 2015-06-08 Article NeuroImage: Clinical. Vol.8, (2015), 337-344 10.1016/j.nicl.2015.05.002 22131582 2-s2.0-84930661173 https://repository.li.mahidol.ac.th/handle/123456789/36407 Mahidol University SCOPUS https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84930661173&origin=inward
institution Mahidol University
building Mahidol University Library
continent Asia
country Thailand
Thailand
content_provider Mahidol University Library
collection Mahidol University Institutional Repository
topic Medicine
spellingShingle Medicine
Ece Ercan
Carson Ingo
Oranan Tritanon
Cesar Magro-Checa
Alex Smith
Seth Smith
Tom Huizinga
Mark A. Van Buchem
Itamar Ronen
A multimodal MRI approach to identify and characterize microstructural brain changes in neuropsychiatric systemic lupus erythematosus
description © 2015 The Authors. Published by Elsevier Inc. Systemic lupus erythematosus (SLE) is an autoimmune disease with multi-organ involvement and results in neurological and psychiatric (NP) symptoms in up to 40% of the patients. To date, the diagnosis of neuropsychiatric systemic lupus erythematosus (NPSLE) poses a challenge due to the lack of neuroradiological gold standards. In this study, we aimed to better localize and characterize normal appearing white matter (NAWM) changes in NPSLE by combining data from two quantitative MRI techniques, diffusion tensor imaging (DTI) and magnetization transfer imaging (MTI). 9 active NPSLE patients (37 ± 13 years, all females), 9 SLE patients without NP symptoms (44 ± 11 years, all females), and 14 healthy controls (HC) (40 ± 9 years, all females) were included in the study. MTI, DTI and fluid attenuated inversion recovery (FLAIR) images were collected from all subjects on a 3 T MRI scanner. Magnetization transfer ratio (MTR), mean diffusivity (MD), fractional anisotropy (FA), radial diffusivity (RD), axial diffusivity (AD) maps and white matter lesion maps based on the FLAIR images were created for each subject. MTR and DTI data were then co-analyzed using tract-based spatial statistics and a cumulative lesion map to exclude lesions. Significantly lower MTR and FA and significantly higher AD, RD and MD were found in NPSLE compared to HC in NAWM regions. The differences in DTI measures and in MTR, however, were only moderately co-localized. Additionally, significant differences in DTI measures, but not in MTR, were found between NPSLE and SLE patients, suggesting that the underlying microstructural changes detected by MD are linked to the onset of NPSLE. The co-analysis of the anatomical distribution of MTI and DTI measures can potentially improve the diagnosis of NPSLE and contribute to the understanding of the underlying microstructural damage.
author2 Leiden University Medical Center - LUMC
author_facet Leiden University Medical Center - LUMC
Ece Ercan
Carson Ingo
Oranan Tritanon
Cesar Magro-Checa
Alex Smith
Seth Smith
Tom Huizinga
Mark A. Van Buchem
Itamar Ronen
format Article
author Ece Ercan
Carson Ingo
Oranan Tritanon
Cesar Magro-Checa
Alex Smith
Seth Smith
Tom Huizinga
Mark A. Van Buchem
Itamar Ronen
author_sort Ece Ercan
title A multimodal MRI approach to identify and characterize microstructural brain changes in neuropsychiatric systemic lupus erythematosus
title_short A multimodal MRI approach to identify and characterize microstructural brain changes in neuropsychiatric systemic lupus erythematosus
title_full A multimodal MRI approach to identify and characterize microstructural brain changes in neuropsychiatric systemic lupus erythematosus
title_fullStr A multimodal MRI approach to identify and characterize microstructural brain changes in neuropsychiatric systemic lupus erythematosus
title_full_unstemmed A multimodal MRI approach to identify and characterize microstructural brain changes in neuropsychiatric systemic lupus erythematosus
title_sort multimodal mri approach to identify and characterize microstructural brain changes in neuropsychiatric systemic lupus erythematosus
publishDate 2018
url https://repository.li.mahidol.ac.th/handle/123456789/36407
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