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Gender-specific structural abnormalities in major depressive disorder revealed by fixel-based analysis.

Publication ,  Journal Article
Lyon, M; Welton, T; Varda, A; Maller, JJ; Broadhouse, K; Korgaonkar, MS; Koslow, SH; Williams, LM; Gordon, E; Rush, AJ; Grieve, SM
Published in: Neuroimage Clin
2019

BACKGROUND: Major depressive disorder (MDD) is a chronic disease with a large global impact. There are currently no clinically useful predictors of treatment outcome, and the development of biomarkers to inform clinical treatment decisions is highly desirable. METHODS: In this exploratory study we performed fixel-based analysis of diffusion MRI data from the International Study to Predict Optimized Treatment in Depression with the aim of identifying novel biomarkers at baseline that may relate to diagnosis and outcome to treatment with antidepressant medications. Analyses used MR data from individuals with MDD (n = 221) and healthy controls (n = 67). RESULTS: We show focal, gender-specific differences in the anterior limb of the internal capsule (males) and bilaterally in the genu of the corpus callosum (females) associated with diagnosis. Lower fibre cross-section in the tapetum, the conduit between the right and left hippocampi, were also associated with a decreased probability of remission. Analysis of conventional fractional anisotropy showed scattered abnormalities in the corona radiata, cerebral peduncles and mid-brain which were much lower in total volume compared to fixel-based analysis. CONCLUSIONS: Fixel-based analysis appeared to identify different underlying abnormalities than conventional tensor-based metrics, with almost no overlap between significant regions. We show that MDD is associated with gender specific abnormalities in the genu of the corpus callosum (females) and in the anterior limb of the internal capsule (males), as well as gender-independent differences in the tapetum that predict remission. Diffusion MRI may play a key role in future guidance of clinical decision-making for MDD.

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Published In

Neuroimage Clin

DOI

EISSN

2213-1582

Publication Date

2019

Volume

21

Start / End Page

101668

Location

Netherlands

Related Subject Headings

  • White Matter
  • Sex Characteristics
  • Psychiatric Status Rating Scales
  • Male
  • Magnetic Resonance Imaging
  • Internal Capsule
  • Humans
  • Female
  • Diffusion Tensor Imaging
  • Depressive Disorder, Major
 

Citation

APA
Chicago
ICMJE
MLA
NLM
Lyon, M., Welton, T., Varda, A., Maller, J. J., Broadhouse, K., Korgaonkar, M. S., … Grieve, S. M. (2019). Gender-specific structural abnormalities in major depressive disorder revealed by fixel-based analysis. Neuroimage Clin, 21, 101668. https://doi.org/10.1016/j.nicl.2019.101668
Lyon, Matt, Thomas Welton, Adrina Varda, Jerome J. Maller, Kathryn Broadhouse, Mayuresh S. Korgaonkar, Stephen H. Koslow, et al. “Gender-specific structural abnormalities in major depressive disorder revealed by fixel-based analysis.Neuroimage Clin 21 (2019): 101668. https://doi.org/10.1016/j.nicl.2019.101668.
Lyon M, Welton T, Varda A, Maller JJ, Broadhouse K, Korgaonkar MS, et al. Gender-specific structural abnormalities in major depressive disorder revealed by fixel-based analysis. Neuroimage Clin. 2019;21:101668.
Lyon, Matt, et al. “Gender-specific structural abnormalities in major depressive disorder revealed by fixel-based analysis.Neuroimage Clin, vol. 21, 2019, p. 101668. Pubmed, doi:10.1016/j.nicl.2019.101668.
Lyon M, Welton T, Varda A, Maller JJ, Broadhouse K, Korgaonkar MS, Koslow SH, Williams LM, Gordon E, Rush AJ, Grieve SM. Gender-specific structural abnormalities in major depressive disorder revealed by fixel-based analysis. Neuroimage Clin. 2019;21:101668.
Journal cover image

Published In

Neuroimage Clin

DOI

EISSN

2213-1582

Publication Date

2019

Volume

21

Start / End Page

101668

Location

Netherlands

Related Subject Headings

  • White Matter
  • Sex Characteristics
  • Psychiatric Status Rating Scales
  • Male
  • Magnetic Resonance Imaging
  • Internal Capsule
  • Humans
  • Female
  • Diffusion Tensor Imaging
  • Depressive Disorder, Major