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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2015
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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. |
format | Online Article Text |
id | pubmed-4788504 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
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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