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

Authors :
Maurizio Bergamino
Ofer Pasternak
Madison Farmer
Martha E. Shenton
J. Paul Hamilton
Source :
NeuroImage: Clinical, Vol 10, Iss C, Pp 336-342 (2016)
Publication Year :
2016
Publisher :
Elsevier, 2016.

Abstract

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.

Details

Language :
English
ISSN :
22131582
Volume :
10
Issue :
C
Database :
Directory of Open Access Journals
Journal :
NeuroImage: Clinical
Publication Type :
Academic Journal
Accession number :
edsdoj.760bf5129e94493c971367bb65b27240
Document Type :
article
Full Text :
https://doi.org/10.1016/j.nicl.2015.11.020