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Published Online: 14 October 2021

Coordinate-Based Network Mapping of Brain Structure in Major Depressive Disorder in Younger and Older Adults: A Systematic Review and Meta-Analysis

Abstract

Objective:

Structural neuroimaging findings in younger and older adults with major depressive disorder (MDD) are highly heterogeneous, possibly as a result of methodological limitations, lack of distinction between MDD and late-life depression (LLD), or clinical moderators. Using a novel meta-analytic network mapping approach, the authors sought to identify the circuits affected in different clinical subtypes of MDD.

Methods:

The authors identified all voxel-based and surface-based morphometry studies published through October 2020 that compared younger adults with MDD or older adults with LLD to nonpsychiatric control participants. An activation likelihood estimation (ALE) analysis and a novel coordinate-based network mapping approach were used to identify brain circuits affected in MDD and LLD. Meta-regressions examined the impact of age at onset in older patients with LLD and treatment with antidepressants in younger patients with MDD.

Results:

The authors analyzed 145 comparisons from 143 articles, including a total of 14,318 participants (MDD: N=6,362; LLD: N=535; control subjects: N=7,421). Significant ALE results confirmed previous findings implicating the left and right parahippocampus and anterior cingulate in MDD and the anterior cingulate in LLD. In contrast, coordinate-based network mapping showed differences in the frontoparietal, dorsal attention, and visual networks both in MDD and LLD. Meta-regressions showed that late onset was significantly associated with widespread structural abnormalities in LLD, and treatment with antidepressants showed a significant association with abnormalities in the anterior cingulate (Brodmann’s area 32) and dorsolateral prefrontal cortex (Brodmann’s area 9) in MDD.

Conclusions:

These findings help to clarify the shared circuitry of depression across the adult lifespan and highlight some unique circuitry relevant to late-onset depression, which may explain some of the risk for cognitive decline and dementia.

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Supplementary Material

File (appi.ajp.2021.21010088.ds001.pdf)

Information & Authors

Information

Published In

Go to American Journal of Psychiatry
Go to American Journal of Psychiatry
American Journal of Psychiatry
Pages: 1119 - 1128
PubMed: 34645274

History

Received: 25 January 2021
Revision received: 9 May 2021
Revision received: 20 July 2021
Accepted: 3 August 2021
Published online: 14 October 2021
Published in print: December 2021

Keywords

  1. Major Depressive Disorder
  2. Late-life Depression
  3. Meta-Analysis
  4. Activation Likelihood Estimation
  5. Coordinate-Based Network Mapping
  6. Cortical Thickness

Authors

Affiliations

Peter Zhukovsky, Ph.D.
Centre for Addiction and Mental Health, Toronto (Zhukovsky, Anderson, Mulsant, Voineskos); Department of Psychiatry, University of Toronto, Toronto (Zhukovsky, Anderson, Mulsant, Voineskos); Rotman Research Institute, Baycrest Hospital, Toronto (Coughlan); Department of Psychiatry, University of Oxford, and Oxford Health NHS Foundation Trust, Warneford Hospital, Oxford, U.K. (Cipriani); Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto (Mulsant, Voineskos); Institute of Medical Science, Faculty of Medicine, University of Toronto, Toronto (Mulsant, Voineskos).
John A.E. Anderson, Ph.D.
Centre for Addiction and Mental Health, Toronto (Zhukovsky, Anderson, Mulsant, Voineskos); Department of Psychiatry, University of Toronto, Toronto (Zhukovsky, Anderson, Mulsant, Voineskos); Rotman Research Institute, Baycrest Hospital, Toronto (Coughlan); Department of Psychiatry, University of Oxford, and Oxford Health NHS Foundation Trust, Warneford Hospital, Oxford, U.K. (Cipriani); Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto (Mulsant, Voineskos); Institute of Medical Science, Faculty of Medicine, University of Toronto, Toronto (Mulsant, Voineskos).
Gillian Coughlan, Ph.D.
Centre for Addiction and Mental Health, Toronto (Zhukovsky, Anderson, Mulsant, Voineskos); Department of Psychiatry, University of Toronto, Toronto (Zhukovsky, Anderson, Mulsant, Voineskos); Rotman Research Institute, Baycrest Hospital, Toronto (Coughlan); Department of Psychiatry, University of Oxford, and Oxford Health NHS Foundation Trust, Warneford Hospital, Oxford, U.K. (Cipriani); Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto (Mulsant, Voineskos); Institute of Medical Science, Faculty of Medicine, University of Toronto, Toronto (Mulsant, Voineskos).
Benoit H. Mulsant, M.D., M.S.
Centre for Addiction and Mental Health, Toronto (Zhukovsky, Anderson, Mulsant, Voineskos); Department of Psychiatry, University of Toronto, Toronto (Zhukovsky, Anderson, Mulsant, Voineskos); Rotman Research Institute, Baycrest Hospital, Toronto (Coughlan); Department of Psychiatry, University of Oxford, and Oxford Health NHS Foundation Trust, Warneford Hospital, Oxford, U.K. (Cipriani); Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto (Mulsant, Voineskos); Institute of Medical Science, Faculty of Medicine, University of Toronto, Toronto (Mulsant, Voineskos).
Andrea Cipriani, M.D., Ph.D.
Centre for Addiction and Mental Health, Toronto (Zhukovsky, Anderson, Mulsant, Voineskos); Department of Psychiatry, University of Toronto, Toronto (Zhukovsky, Anderson, Mulsant, Voineskos); Rotman Research Institute, Baycrest Hospital, Toronto (Coughlan); Department of Psychiatry, University of Oxford, and Oxford Health NHS Foundation Trust, Warneford Hospital, Oxford, U.K. (Cipriani); Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto (Mulsant, Voineskos); Institute of Medical Science, Faculty of Medicine, University of Toronto, Toronto (Mulsant, Voineskos).
Aristotle N. Voineskos, M.D., Ph.D. [email protected]
Centre for Addiction and Mental Health, Toronto (Zhukovsky, Anderson, Mulsant, Voineskos); Department of Psychiatry, University of Toronto, Toronto (Zhukovsky, Anderson, Mulsant, Voineskos); Rotman Research Institute, Baycrest Hospital, Toronto (Coughlan); Department of Psychiatry, University of Oxford, and Oxford Health NHS Foundation Trust, Warneford Hospital, Oxford, U.K. (Cipriani); Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto (Mulsant, Voineskos); Institute of Medical Science, Faculty of Medicine, University of Toronto, Toronto (Mulsant, Voineskos).

Notes

Send correspondence to Prof. Voineskos ([email protected]).

Author Contributions

Drs. Zhukovsky and Anderson are co-first authors.

Competing Interests

Dr. Mulsant has received research support from Capital Solution Design (software used in a study founded by CAMH Foundation), HAPPYneuron (software used in a study founded by Brain Canada), Eli Lilly (medications and matching placebo pills for an NIH-funded clinical trial), and Pfizer (medications for an NIH-funded clinical trial); he has served as an unpaid consultant for Myriad Neuroscience; and he owns stock in General Electric. Dr. Cipriani has received research and consultancy fees from Angelini Pharma, the CARIPLO Foundation, and INCiPiT (Italian Network for Paediatric Trials). The other authors report no financial relationships with commercial interests.

Funding Information

The views expressed in this article are those of the authors and not necessarily those of the U.K. National Health Service, the NIHR, or the U.K. Department of Health.

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