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Applying a free-water correction to diffusion imaging data uncovers stress-related neural pathology in depression

Diffusion tensor imaging (DTI) holds promise for developing our understanding of white-matter pathology in major depressive disorder (MDD). Variable findings in DTI-based investigations of MDD, however, have thwarted development of this literature. Effects of extra-cellular free-water on the sensiti...

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Autores principales: Bergamino, Maurizio, Pasternak, Ofer, Farmer, Madison, Shenton, Martha E., Paul Hamilton, J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4788504/
https://www.ncbi.nlm.nih.gov/pubmed/27006903
http://dx.doi.org/10.1016/j.nicl.2015.11.020
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author Bergamino, Maurizio
Pasternak, Ofer
Farmer, Madison
Shenton, Martha E.
Paul Hamilton, J.
author_facet Bergamino, Maurizio
Pasternak, Ofer
Farmer, Madison
Shenton, Martha E.
Paul Hamilton, J.
author_sort Bergamino, Maurizio
collection PubMed
description Diffusion tensor imaging (DTI) holds promise for developing our understanding of white-matter pathology in major depressive disorder (MDD). Variable findings in DTI-based investigations of MDD, however, have thwarted development of this literature. Effects of extra-cellular free-water on the sensitivity of DTI metrics could account for some of this inconsistency. Here we investigated whether applying a free-water correction algorithm to DTI data could improve the sensitivity to detect clinical effects using DTI metrics. Only after applying this correction, we found: a) significantly decreased fractional anisotropy and axial diffusivity (AD) in the left inferior fronto-occipital fasciculus (IFOF) in MDD; and b) increased self-reported stress that significantly correlated with decreased IFOF AD in depression. We estimated and confirmed the robustness of differences observed between free-water corrected and uncorrected approaches using bootstrapping. We conclude that applying a free-water correction to DTI data increases the sensitivity of DTI-based metrics to detect clinical effects in MDD.
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spelling pubmed-47885042016-03-22 Applying a free-water correction to diffusion imaging data uncovers stress-related neural pathology in depression Bergamino, Maurizio Pasternak, Ofer Farmer, Madison Shenton, Martha E. Paul Hamilton, J. Neuroimage Clin Regular Article Diffusion tensor imaging (DTI) holds promise for developing our understanding of white-matter pathology in major depressive disorder (MDD). Variable findings in DTI-based investigations of MDD, however, have thwarted development of this literature. Effects of extra-cellular free-water on the sensitivity of DTI metrics could account for some of this inconsistency. Here we investigated whether applying a free-water correction algorithm to DTI data could improve the sensitivity to detect clinical effects using DTI metrics. Only after applying this correction, we found: a) significantly decreased fractional anisotropy and axial diffusivity (AD) in the left inferior fronto-occipital fasciculus (IFOF) in MDD; and b) increased self-reported stress that significantly correlated with decreased IFOF AD in depression. We estimated and confirmed the robustness of differences observed between free-water corrected and uncorrected approaches using bootstrapping. We conclude that applying a free-water correction to DTI data increases the sensitivity of DTI-based metrics to detect clinical effects in MDD. Elsevier 2015-11-30 /pmc/articles/PMC4788504/ /pubmed/27006903 http://dx.doi.org/10.1016/j.nicl.2015.11.020 Text en © 2015 The Authors http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Regular Article
Bergamino, Maurizio
Pasternak, Ofer
Farmer, Madison
Shenton, Martha E.
Paul Hamilton, J.
Applying a free-water correction to diffusion imaging data uncovers stress-related neural pathology in depression
title Applying a free-water correction to diffusion imaging data uncovers stress-related neural pathology in depression
title_full Applying a free-water correction to diffusion imaging data uncovers stress-related neural pathology in depression
title_fullStr Applying a free-water correction to diffusion imaging data uncovers stress-related neural pathology in depression
title_full_unstemmed Applying a free-water correction to diffusion imaging data uncovers stress-related neural pathology in depression
title_short Applying a free-water correction to diffusion imaging data uncovers stress-related neural pathology in depression
title_sort applying a free-water correction to diffusion imaging data uncovers stress-related neural pathology in depression
topic Regular Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4788504/
https://www.ncbi.nlm.nih.gov/pubmed/27006903
http://dx.doi.org/10.1016/j.nicl.2015.11.020
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