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ADC Histograms from Routine DWI for Longitudinal Studies in Cerebral Small Vessel Disease: A Field Study in CADASIL

Diffusion tensor imaging (DTI) histogram metrics are correlated with clinical parameters in cerebral small vessel diseases (cSVD). Whether ADC histogram parameters derived from simple diffusion weighted imaging (DWI) can provide relevant markers for long term studies of cSVD remains unknown. CADASIL...

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Autores principales: Gunda, Bence, Porcher, Raphael, Duering, Marco, Guichard, Jean-Pierre, Mawet, Jerome, Jouvent, Eric, Dichgans, Martin, Chabriat, Hugues
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4018248/
https://www.ncbi.nlm.nih.gov/pubmed/24819368
http://dx.doi.org/10.1371/journal.pone.0097173
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author Gunda, Bence
Porcher, Raphael
Duering, Marco
Guichard, Jean-Pierre
Mawet, Jerome
Jouvent, Eric
Dichgans, Martin
Chabriat, Hugues
author_facet Gunda, Bence
Porcher, Raphael
Duering, Marco
Guichard, Jean-Pierre
Mawet, Jerome
Jouvent, Eric
Dichgans, Martin
Chabriat, Hugues
author_sort Gunda, Bence
collection PubMed
description Diffusion tensor imaging (DTI) histogram metrics are correlated with clinical parameters in cerebral small vessel diseases (cSVD). Whether ADC histogram parameters derived from simple diffusion weighted imaging (DWI) can provide relevant markers for long term studies of cSVD remains unknown. CADASIL patients were evaluated by DWI and DTI in a large cohort study overa6-year period. ADC histogram parameters were compared to those derived from mean diffusivity (MD) histograms in 280 patients using intra-class correlation and Bland-Altman plots. Impact of image corrections applied to ADC maps was assessed and a mixed effect model was used for analyzing the effects of scanner upgrades. The results showed that ADC histogram parameters are strongly correlated to MD histogram parameters and that image corrections have only limited influence on these results. Unexpectedly, scanner upgrades were found to have major effects on diffusion measures with DWI or DTI that can be even larger than those related to patients’ characteristics. These data support that ADC histograms from daily used DWI can provide relevant parameters for assessing cSVD, but the variability related to scanner upgrades as regularly performed in clinical centers should be determined precisely for longitudinal and multicentric studies using diffusion MRI in cSVD.
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spelling pubmed-40182482014-05-16 ADC Histograms from Routine DWI for Longitudinal Studies in Cerebral Small Vessel Disease: A Field Study in CADASIL Gunda, Bence Porcher, Raphael Duering, Marco Guichard, Jean-Pierre Mawet, Jerome Jouvent, Eric Dichgans, Martin Chabriat, Hugues PLoS One Research Article Diffusion tensor imaging (DTI) histogram metrics are correlated with clinical parameters in cerebral small vessel diseases (cSVD). Whether ADC histogram parameters derived from simple diffusion weighted imaging (DWI) can provide relevant markers for long term studies of cSVD remains unknown. CADASIL patients were evaluated by DWI and DTI in a large cohort study overa6-year period. ADC histogram parameters were compared to those derived from mean diffusivity (MD) histograms in 280 patients using intra-class correlation and Bland-Altman plots. Impact of image corrections applied to ADC maps was assessed and a mixed effect model was used for analyzing the effects of scanner upgrades. The results showed that ADC histogram parameters are strongly correlated to MD histogram parameters and that image corrections have only limited influence on these results. Unexpectedly, scanner upgrades were found to have major effects on diffusion measures with DWI or DTI that can be even larger than those related to patients’ characteristics. These data support that ADC histograms from daily used DWI can provide relevant parameters for assessing cSVD, but the variability related to scanner upgrades as regularly performed in clinical centers should be determined precisely for longitudinal and multicentric studies using diffusion MRI in cSVD. Public Library of Science 2014-05-12 /pmc/articles/PMC4018248/ /pubmed/24819368 http://dx.doi.org/10.1371/journal.pone.0097173 Text en © 2014 Gunda et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Gunda, Bence
Porcher, Raphael
Duering, Marco
Guichard, Jean-Pierre
Mawet, Jerome
Jouvent, Eric
Dichgans, Martin
Chabriat, Hugues
ADC Histograms from Routine DWI for Longitudinal Studies in Cerebral Small Vessel Disease: A Field Study in CADASIL
title ADC Histograms from Routine DWI for Longitudinal Studies in Cerebral Small Vessel Disease: A Field Study in CADASIL
title_full ADC Histograms from Routine DWI for Longitudinal Studies in Cerebral Small Vessel Disease: A Field Study in CADASIL
title_fullStr ADC Histograms from Routine DWI for Longitudinal Studies in Cerebral Small Vessel Disease: A Field Study in CADASIL
title_full_unstemmed ADC Histograms from Routine DWI for Longitudinal Studies in Cerebral Small Vessel Disease: A Field Study in CADASIL
title_short ADC Histograms from Routine DWI for Longitudinal Studies in Cerebral Small Vessel Disease: A Field Study in CADASIL
title_sort adc histograms from routine dwi for longitudinal studies in cerebral small vessel disease: a field study in cadasil
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4018248/
https://www.ncbi.nlm.nih.gov/pubmed/24819368
http://dx.doi.org/10.1371/journal.pone.0097173
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