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A robust and reproducible connectome fingerprint of ketamine is highly associated with the connectomic signature of antidepressants.

Authors :
Abdallah CG
Ahn KH
Averill LA
Nemati S
Averill CL
Fouda S
Ranganathan M
Morgan PT
D'Souza DC
Mathalon DH
Krystal JH
Driesen NR
Source :
Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology [Neuropsychopharmacology] 2021 Jan; Vol. 46 (2), pp. 478-485. Date of Electronic Publication: 2020 Sep 23.
Publication Year :
2021

Abstract

Over the past decade, various N-methyl-D-aspartate modulators have failed in clinical trials, underscoring the challenges of developing novel rapid-acting antidepressants based solely on the receptor or regional targets of ketamine. Thus, identifying the effect of ketamine on the brain circuitry and networks is becoming increasingly critical. In this longitudinal functional magnetic resonance imaging study of data from 265 participants, we used a validated predictive model approach that allows the full assessment of brain functional connectivity, without the need for seed selection or connectivity summaries. First, we identified a connectome fingerprint (CFP) in healthy participants (Cohort A, n = 25) during intravenous infusion of a subanesthetic dose of ketamine, compared to normal saline. We then demonstrated the robustness and reproducibility of the discovered ketamine CFP in two separate healthy samples (Cohort B, n = 22; Cohort C, n = 18). Finally, we investigated the ketamine CFP connectivity at 1-week post treatment in major depressive disorder patients randomized to 8 weeks of sertraline or placebo (Cohort D, n = 200). We found a significant, robust, and reproducible ketamine CFP, consistent with reduced connectivity within the primary cortices and within the executive network, but increased connectivity between the executive network and the rest of the brain. Compared to placebo, the ketamine CFP connectivity changes at 1 week predicted response to sertraline at 8 weeks. In each of Cohorts A-C, ketamine significantly increased connectivity in a previously identified antidepressant CFP. Investigating the brain connectivity networks, we successfully identified a robust and reproducible ketamine biomarker that is related to the mechanisms of antidepressants.

Details

Language :
English
ISSN :
1740-634X
Volume :
46
Issue :
2
Database :
MEDLINE
Journal :
Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology
Publication Type :
Academic Journal
Accession number :
32967000
Full Text :
https://doi.org/10.1038/s41386-020-00864-9